study/tutorials/20260622164035_Let's Build a Quant Trading Strategy, MemLabs/part1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0ba75c87",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Data and analysis libraries\n",
    "import polars as pl                         # Fast dataframes for financial data\n",
    "import numpy as np                          # Numerical computing library\n",
    "from datetime import datetime, timedelta    # Date and time operations\n",
    "import random\n",
    "\n",
    "# Machine learning libraries  \n",
    "import torch                                # PyTorch framework\n",
    "import torch.nn as nn                       # Neural network modules\n",
    "import torch.optim as optim                 # Optimization algorithms\n",
    "import research                             # Model building and training utilities\n",
    "\n",
    "# Visualization and \n",
    "import altair as alt                        # Interactive visualization library\n",
    "\n",
    "# data sources\n",
    "import binance                              # Binance market data utilities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ee4d8884",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CUDA Available: True\n",
      "CUDA Version: 13.2\n"
     ]
    }
   ],
   "source": [
    "print('CUDA Available:', torch.cuda.is_available())\n",
    "print('CUDA Version:', torch.version.cuda)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "390e1b3d",
   "metadata": {},
   "outputs": [],
   "source": [
    "research.set_seed(42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3849b967",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "polars.config.Config"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pl.Config.set_tbl_width_chars(200)\n",
    "pl.Config.set_fmt_str_lengths(100)\n",
    "pl.Config.set_tbl_cols(-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0f64bf2",
   "metadata": {},
   "source": [
    "# Part 1: ML Model in PyTorch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f60cc47e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "annualized_rate=np.float64(93.59487165438073)\n"
     ]
    }
   ],
   "source": [
    "# Trading pair symbol\n",
    "sym = 'BTCUSDT'\n",
    "# time horizon of time series (time interval)\n",
    "time_interval = '1h'\n",
    "# Max number of auto-regressive lags\n",
    "max_lags = 4\n",
    "# Forecast horizon in steps \n",
    "forecast_horizon = 1\n",
    "# Sharpe annualized rate (so it's independent of time frequency)\n",
    "annualized_rate = research.sharpe_annualization_factor(time_interval, 365, 24)\n",
    "\n",
    "print(f\"{annualized_rate=}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a935f32c",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading BTCUSDT: 100%|██████████| 346/346 [00:13<00:00, 26.29it/s]\n"
     ]
    }
   ],
   "source": [
    "start_date = datetime(2024, 10, 29, 0, 0)\n",
    "end_date = datetime(2025, 10, 9, 0, 0)\n",
    "binance.download_date_range(sym, start_date, end_date)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "282ade73",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading BTCUSDT: 100%|██████████| 346/346 [00:20<00:00, 16.98day/s]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (8_304, 5)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69939.9</td><td>69998.4</td><td>69733.0</td><td>69939.5</td></tr><tr><td>2024-10-29 01:00:00</td><td>69939.5</td><td>70399.4</td><td>69810.8</td><td>70287.0</td></tr><tr><td>2024-10-29 02:00:00</td><td>70286.9</td><td>71607.0</td><td>70198.1</td><td>71173.9</td></tr><tr><td>2024-10-29 03:00:00</td><td>71173.8</td><td>71409.0</td><td>70870.2</td><td>70927.5</td></tr><tr><td>2024-10-29 04:00:00</td><td>70927.4</td><td>71123.4</td><td>70906.1</td><td>71062.6</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-09 19:00:00</td><td>120600.0</td><td>121060.1</td><td>120600.0</td><td>120897.6</td></tr><tr><td>2025-10-09 20:00:00</td><td>120897.6</td><td>121147.2</td><td>120787.9</td><td>121045.4</td></tr><tr><td>2025-10-09 21:00:00</td><td>121045.3</td><td>121457.2</td><td>120998.3</td><td>121407.8</td></tr><tr><td>2025-10-09 22:00:00</td><td>121407.9</td><td>121712.4</td><td>121342.0</td><td>121619.5</td></tr><tr><td>2025-10-09 23:00:00</td><td>121619.6</td><td>121671.1</td><td>121271.3</td><td>121579.3</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (8_304, 5)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69939.9  ┆ 69998.4  ┆ 69733.0  ┆ 69939.5  │\n",
       "│ 2024-10-29 01:00:00 ┆ 69939.5  ┆ 70399.4  ┆ 69810.8  ┆ 70287.0  │\n",
       "│ 2024-10-29 02:00:00 ┆ 70286.9  ┆ 71607.0  ┆ 70198.1  ┆ 71173.9  │\n",
       "│ 2024-10-29 03:00:00 ┆ 71173.8  ┆ 71409.0  ┆ 70870.2  ┆ 70927.5  │\n",
       "│ 2024-10-29 04:00:00 ┆ 70927.4  ┆ 71123.4  ┆ 70906.1  ┆ 71062.6  │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        │\n",
       "│ 2025-10-09 19:00:00 ┆ 120600.0 ┆ 121060.1 ┆ 120600.0 ┆ 120897.6 │\n",
       "│ 2025-10-09 20:00:00 ┆ 120897.6 ┆ 121147.2 ┆ 120787.9 ┆ 121045.4 │\n",
       "│ 2025-10-09 21:00:00 ┆ 121045.3 ┆ 121457.2 ┆ 120998.3 ┆ 121407.8 │\n",
       "│ 2025-10-09 22:00:00 ┆ 121407.9 ┆ 121712.4 ┆ 121342.0 ┆ 121619.5 │\n",
       "│ 2025-10-09 23:00:00 ┆ 121619.6 ┆ 121671.1 ┆ 121271.3 ┆ 121579.3 │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts = research.load_ohlc_timeseries_range(sym, time_interval, start_date, end_date)\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2901fe88",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading BTCUSDT: 100%|██████████| 346/346 [00:21<00:00, 16.36day/s]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (8_304, 2)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>price_median</th></tr><tr><td>datetime[μs]</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69848.5</td></tr><tr><td>2024-10-29 01:00:00</td><td>69969.0</td></tr><tr><td>2024-10-29 02:00:00</td><td>71180.1</td></tr><tr><td>2024-10-29 03:00:00</td><td>71170.5</td></tr><tr><td>2024-10-29 04:00:00</td><td>71029.3</td></tr><tr><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-09 19:00:00</td><td>120839.8</td></tr><tr><td>2025-10-09 20:00:00</td><td>120942.8</td></tr><tr><td>2025-10-09 21:00:00</td><td>121300.7</td></tr><tr><td>2025-10-09 22:00:00</td><td>121500.7</td></tr><tr><td>2025-10-09 23:00:00</td><td>121448.7</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (8_304, 2)\n",
       "┌─────────────────────┬──────────────┐\n",
       "│ datetime            ┆ price_median │\n",
       "│ ---                 ┆ ---          │\n",
       "│ datetime[μs]        ┆ f64          │\n",
       "╞═════════════════════╪══════════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69848.5      │\n",
       "│ 2024-10-29 01:00:00 ┆ 69969.0      │\n",
       "│ 2024-10-29 02:00:00 ┆ 71180.1      │\n",
       "│ 2024-10-29 03:00:00 ┆ 71170.5      │\n",
       "│ 2024-10-29 04:00:00 ┆ 71029.3      │\n",
       "│ …                   ┆ …            │\n",
       "│ 2025-10-09 19:00:00 ┆ 120839.8     │\n",
       "│ 2025-10-09 20:00:00 ┆ 120942.8     │\n",
       "│ 2025-10-09 21:00:00 ┆ 121300.7     │\n",
       "│ 2025-10-09 22:00:00 ┆ 121500.7     │\n",
       "│ 2025-10-09 23:00:00 ┆ 121448.7     │\n",
       "└─────────────────────┴──────────────┘"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.load_timeseries_range(sym, time_interval, start_date, end_date, pl.col('price').quantile(0.5).alias('price_median'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f8d34868",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "research.plot_static_timeseries(ts, sym, 'close', time_interval)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "ee7b4018",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-39278ed7207b44f0b69e29d9e97bdb69.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-39278ed7207b44f0b69e29d9e97bdb69.vega-embed details,\n",
       "  #altair-viz-39278ed7207b44f0b69e29d9e97bdb69.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-39278ed7207b44f0b69e29d9e97bdb69\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-39278ed7207b44f0b69e29d9e97bdb69\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-39278ed7207b44f0b69e29d9e97bdb69\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_db82be42624d4632_store\"}, {\"name\": \"param_e9b61157fc812227_store\"}, {\"name\": \"source_0\", \"values\": [{\"close\": 69939.5, \"datetime\": \"2024-10-29T00:00:00.000\"}, {\"close\": 70287.0, \"datetime\": \"2024-10-29T01:00:00.000\"}, {\"close\": 71173.9, \"datetime\": \"2024-10-29T02:00:00.000\"}, {\"close\": 70927.5, \"datetime\": \"2024-10-29T03:00:00.000\"}, {\"close\": 71062.6, \"datetime\": \"2024-10-29T04:00:00.000\"}, {\"close\": 71010.9, \"datetime\": \"2024-10-29T05:00:00.000\"}, {\"close\": 71226.6, \"datetime\": \"2024-10-29T06:00:00.000\"}, {\"close\": 71004.2, \"datetime\": \"2024-10-29T07:00:00.000\"}, {\"close\": 71122.1, \"datetime\": \"2024-10-29T08:00:00.000\"}, {\"close\": 71280.0, \"datetime\": \"2024-10-29T09:00:00.000\"}, {\"close\": 71146.6, \"datetime\": \"2024-10-29T10:00:00.000\"}, {\"close\": 71440.1, \"datetime\": \"2024-10-29T11:00:00.000\"}, {\"close\": 71093.8, \"datetime\": \"2024-10-29T12:00:00.000\"}, {\"close\": 71781.6, \"datetime\": \"2024-10-29T13:00:00.000\"}, {\"close\": 71846.7, \"datetime\": \"2024-10-29T14:00:00.000\"}, {\"close\": 72374.9, \"datetime\": \"2024-10-29T15:00:00.000\"}, {\"close\": 72719.9, \"datetime\": \"2024-10-29T16:00:00.000\"}, {\"close\": 72700.8, \"datetime\": \"2024-10-29T17:00:00.000\"}, {\"close\": 73168.4, \"datetime\": \"2024-10-29T18:00:00.000\"}, {\"close\": 72528.6, \"datetime\": \"2024-10-29T19:00:00.000\"}, {\"close\": 72328.0, \"datetime\": \"2024-10-29T20:00:00.000\"}, {\"close\": 72300.0, \"datetime\": \"2024-10-29T21:00:00.000\"}, {\"close\": 72676.9, \"datetime\": \"2024-10-29T22:00:00.000\"}, {\"close\": 72739.5, \"datetime\": \"2024-10-29T23:00:00.000\"}, {\"close\": 72305.0, \"datetime\": \"2024-10-30T00:00:00.000\"}, {\"close\": 72433.3, \"datetime\": \"2024-10-30T01:00:00.000\"}, {\"close\": 72352.1, \"datetime\": \"2024-10-30T02:00:00.000\"}, {\"close\": 72249.9, \"datetime\": \"2024-10-30T03:00:00.000\"}, {\"close\": 72294.2, \"datetime\": \"2024-10-30T04:00:00.000\"}, {\"close\": 72516.3, \"datetime\": \"2024-10-30T05:00:00.000\"}, {\"close\": 72313.3, \"datetime\": \"2024-10-30T06:00:00.000\"}, {\"close\": 72244.8, \"datetime\": \"2024-10-30T07:00:00.000\"}, {\"close\": 72266.5, \"datetime\": \"2024-10-30T08:00:00.000\"}, {\"close\": 72590.6, \"datetime\": \"2024-10-30T09:00:00.000\"}, {\"close\": 72377.2, \"datetime\": \"2024-10-30T10:00:00.000\"}, {\"close\": 71995.0, \"datetime\": \"2024-10-30T11:00:00.000\"}, {\"close\": 71882.5, \"datetime\": \"2024-10-30T12:00:00.000\"}, {\"close\": 71966.5, \"datetime\": \"2024-10-30T13:00:00.000\"}, {\"close\": 72416.2, \"datetime\": \"2024-10-30T14:00:00.000\"}, {\"close\": 72058.8, \"datetime\": \"2024-10-30T15:00:00.000\"}, {\"close\": 72107.7, \"datetime\": \"2024-10-30T16:00:00.000\"}, {\"close\": 71909.9, \"datetime\": \"2024-10-30T17:00:00.000\"}, {\"close\": 71990.0, \"datetime\": \"2024-10-30T18:00:00.000\"}, {\"close\": 71826.1, \"datetime\": \"2024-10-30T19:00:00.000\"}, {\"close\": 72868.0, \"datetime\": \"2024-10-30T20:00:00.000\"}, {\"close\": 72394.2, \"datetime\": \"2024-10-30T21:00:00.000\"}, {\"close\": 72401.6, \"datetime\": \"2024-10-30T22:00:00.000\"}, {\"close\": 72349.0, \"datetime\": \"2024-10-30T23:00:00.000\"}, {\"close\": 72173.9, \"datetime\": \"2024-10-31T00:00:00.000\"}, {\"close\": 72372.8, \"datetime\": \"2024-10-31T01:00:00.000\"}, {\"close\": 72554.6, \"datetime\": \"2024-10-31T02:00:00.000\"}, {\"close\": 72359.9, \"datetime\": \"2024-10-31T03:00:00.000\"}, {\"close\": 72285.8, \"datetime\": \"2024-10-31T04:00:00.000\"}, {\"close\": 72298.1, \"datetime\": \"2024-10-31T05:00:00.000\"}, {\"close\": 72213.3, \"datetime\": \"2024-10-31T06:00:00.000\"}, {\"close\": 72417.8, \"datetime\": \"2024-10-31T07:00:00.000\"}, {\"close\": 72277.5, \"datetime\": \"2024-10-31T08:00:00.000\"}, {\"close\": 72300.3, \"datetime\": \"2024-10-31T09:00:00.000\"}, {\"close\": 72641.8, \"datetime\": \"2024-10-31T10:00:00.000\"}, {\"close\": 72213.3, \"datetime\": \"2024-10-31T11:00:00.000\"}, {\"close\": 72106.1, \"datetime\": \"2024-10-31T12:00:00.000\"}, {\"close\": 71322.2, \"datetime\": \"2024-10-31T13:00:00.000\"}, {\"close\": 70764.7, \"datetime\": \"2024-10-31T14:00:00.000\"}, {\"close\": 70638.7, \"datetime\": \"2024-10-31T15:00:00.000\"}, {\"close\": 70429.2, \"datetime\": \"2024-10-31T16:00:00.000\"}, {\"close\": 70808.5, \"datetime\": \"2024-10-31T17:00:00.000\"}, {\"close\": 70654.1, \"datetime\": \"2024-10-31T18:00:00.000\"}, {\"close\": 70128.1, \"datetime\": \"2024-10-31T19:00:00.000\"}, {\"close\": 70059.0, \"datetime\": \"2024-10-31T20:00:00.000\"}, {\"close\": 70470.3, \"datetime\": \"2024-10-31T21:00:00.000\"}, {\"close\": 70502.8, \"datetime\": \"2024-10-31T22:00:00.000\"}, {\"close\": 70321.9, \"datetime\": \"2024-10-31T23:00:00.000\"}, {\"close\": 70188.6, \"datetime\": \"2024-11-01T00:00:00.000\"}, {\"close\": 69424.9, \"datetime\": \"2024-11-01T01:00:00.000\"}, {\"close\": 69592.7, \"datetime\": \"2024-11-01T02:00:00.000\"}, {\"close\": 69397.7, \"datetime\": \"2024-11-01T03:00:00.000\"}, {\"close\": 69618.5, \"datetime\": \"2024-11-01T04:00:00.000\"}, {\"close\": 69630.4, \"datetime\": \"2024-11-01T05:00:00.000\"}, {\"close\": 69240.1, \"datetime\": \"2024-11-01T06:00:00.000\"}, {\"close\": 69301.0, \"datetime\": \"2024-11-01T07:00:00.000\"}, {\"close\": 69399.0, \"datetime\": \"2024-11-01T08:00:00.000\"}, {\"close\": 69556.0, \"datetime\": \"2024-11-01T09:00:00.000\"}, {\"close\": 69999.9, \"datetime\": \"2024-11-01T10:00:00.000\"}, {\"close\": 70024.8, \"datetime\": \"2024-11-01T11:00:00.000\"}, {\"close\": 70360.7, \"datetime\": \"2024-11-01T12:00:00.000\"}, {\"close\": 71213.2, \"datetime\": \"2024-11-01T13:00:00.000\"}, {\"close\": 71273.4, \"datetime\": \"2024-11-01T14:00:00.000\"}, {\"close\": 69381.0, \"datetime\": \"2024-11-01T15:00:00.000\"}, {\"close\": 69931.0, \"datetime\": \"2024-11-01T16:00:00.000\"}, {\"close\": 69584.0, \"datetime\": \"2024-11-01T17:00:00.000\"}, {\"close\": 69175.5, \"datetime\": \"2024-11-01T18:00:00.000\"}, {\"close\": 69278.6, \"datetime\": \"2024-11-01T19:00:00.000\"}, {\"close\": 69259.0, \"datetime\": \"2024-11-01T20:00:00.000\"}, {\"close\": 69275.7, \"datetime\": \"2024-11-01T21:00:00.000\"}, {\"close\": 69441.2, \"datetime\": \"2024-11-01T22:00:00.000\"}, {\"close\": 69495.5, \"datetime\": \"2024-11-01T23:00:00.000\"}, {\"close\": 69671.4, \"datetime\": \"2024-11-02T00:00:00.000\"}, {\"close\": 69669.0, \"datetime\": \"2024-11-02T01:00:00.000\"}, {\"close\": 69659.0, \"datetime\": \"2024-11-02T02:00:00.000\"}, {\"close\": 69599.9, \"datetime\": \"2024-11-02T03:00:00.000\"}, {\"close\": 69570.0, \"datetime\": \"2024-11-02T04:00:00.000\"}, {\"close\": 69712.6, \"datetime\": \"2024-11-02T05:00:00.000\"}, {\"close\": 69752.0, \"datetime\": \"2024-11-02T06:00:00.000\"}, {\"close\": 69813.1, \"datetime\": \"2024-11-02T07:00:00.000\"}, {\"close\": 69625.8, \"datetime\": \"2024-11-02T08:00:00.000\"}, {\"close\": 69558.4, \"datetime\": \"2024-11-02T09:00:00.000\"}, {\"close\": 69623.6, \"datetime\": \"2024-11-02T10:00:00.000\"}, {\"close\": 69602.5, \"datetime\": \"2024-11-02T11:00:00.000\"}, {\"close\": 69452.8, \"datetime\": \"2024-11-02T12:00:00.000\"}, {\"close\": 69359.9, \"datetime\": \"2024-11-02T13:00:00.000\"}, {\"close\": 69270.0, \"datetime\": \"2024-11-02T14:00:00.000\"}, {\"close\": 69394.0, \"datetime\": \"2024-11-02T15:00:00.000\"}, {\"close\": 69585.0, \"datetime\": \"2024-11-02T16:00:00.000\"}, {\"close\": 69401.0, \"datetime\": \"2024-11-02T17:00:00.000\"}, {\"close\": 69421.2, \"datetime\": \"2024-11-02T18:00:00.000\"}, {\"close\": 69502.6, \"datetime\": \"2024-11-02T19:00:00.000\"}, {\"close\": 69543.2, \"datetime\": \"2024-11-02T20:00:00.000\"}, {\"close\": 69436.7, \"datetime\": \"2024-11-02T21:00:00.000\"}, {\"close\": 69426.1, \"datetime\": \"2024-11-02T22:00:00.000\"}, {\"close\": 69366.6, \"datetime\": \"2024-11-02T23:00:00.000\"}, {\"close\": 69156.1, \"datetime\": \"2024-11-03T00:00:00.000\"}, {\"close\": 69009.4, \"datetime\": null}, {\"close\": 68200.1, \"datetime\": \"2024-11-03T02:00:00.000\"}, {\"close\": 68367.5, \"datetime\": \"2024-11-03T03:00:00.000\"}, {\"close\": 68580.4, \"datetime\": \"2024-11-03T04:00:00.000\"}, {\"close\": 68424.9, \"datetime\": \"2024-11-03T05:00:00.000\"}, {\"close\": 68568.4, \"datetime\": \"2024-11-03T06:00:00.000\"}, {\"close\": 68395.6, \"datetime\": \"2024-11-03T07:00:00.000\"}, {\"close\": 68466.3, \"datetime\": \"2024-11-03T08:00:00.000\"}, {\"close\": 68233.6, \"datetime\": \"2024-11-03T09:00:00.000\"}, {\"close\": 68432.1, \"datetime\": \"2024-11-03T10:00:00.000\"}, {\"close\": 68345.4, \"datetime\": \"2024-11-03T11:00:00.000\"}, {\"close\": 68469.3, \"datetime\": \"2024-11-03T12:00:00.000\"}, {\"close\": 68034.9, \"datetime\": \"2024-11-03T13:00:00.000\"}, {\"close\": 67768.0, \"datetime\": \"2024-11-03T14:00:00.000\"}, {\"close\": 68076.0, \"datetime\": \"2024-11-03T15:00:00.000\"}, {\"close\": 68131.1, \"datetime\": \"2024-11-03T16:00:00.000\"}, {\"close\": 68340.9, \"datetime\": \"2024-11-03T17:00:00.000\"}, {\"close\": 67991.7, \"datetime\": \"2024-11-03T18:00:00.000\"}, {\"close\": 68670.0, \"datetime\": \"2024-11-03T19:00:00.000\"}, {\"close\": 68951.9, \"datetime\": \"2024-11-03T20:00:00.000\"}, {\"close\": 69139.8, \"datetime\": \"2024-11-03T21:00:00.000\"}, {\"close\": 68863.9, \"datetime\": \"2024-11-03T22:00:00.000\"}, {\"close\": 68762.5, \"datetime\": \"2024-11-03T23:00:00.000\"}, {\"close\": 68708.8, \"datetime\": \"2024-11-04T00:00:00.000\"}, {\"close\": 68962.1, \"datetime\": \"2024-11-04T01:00:00.000\"}, {\"close\": 69288.6, \"datetime\": \"2024-11-04T02:00:00.000\"}, {\"close\": 69034.0, \"datetime\": \"2024-11-04T03:00:00.000\"}, {\"close\": 69143.4, \"datetime\": \"2024-11-04T04:00:00.000\"}, {\"close\": 68811.4, \"datetime\": \"2024-11-04T05:00:00.000\"}, {\"close\": 69115.6, \"datetime\": \"2024-11-04T06:00:00.000\"}, {\"close\": 68601.0, \"datetime\": \"2024-11-04T07:00:00.000\"}, {\"close\": 68686.5, \"datetime\": \"2024-11-04T08:00:00.000\"}, {\"close\": 68628.1, \"datetime\": \"2024-11-04T09:00:00.000\"}, {\"close\": 68817.0, \"datetime\": \"2024-11-04T10:00:00.000\"}, {\"close\": 68778.0, \"datetime\": \"2024-11-04T11:00:00.000\"}, {\"close\": 68958.0, \"datetime\": \"2024-11-04T12:00:00.000\"}, {\"close\": 68649.8, \"datetime\": \"2024-11-04T13:00:00.000\"}, {\"close\": 68390.0, \"datetime\": \"2024-11-04T14:00:00.000\"}, {\"close\": 68614.7, \"datetime\": \"2024-11-04T15:00:00.000\"}, {\"close\": 67736.9, \"datetime\": \"2024-11-04T16:00:00.000\"}, {\"close\": 67813.1, \"datetime\": \"2024-11-04T17:00:00.000\"}, {\"close\": 67637.6, \"datetime\": \"2024-11-04T18:00:00.000\"}, {\"close\": 67845.7, \"datetime\": \"2024-11-04T19:00:00.000\"}, {\"close\": 67341.1, \"datetime\": \"2024-11-04T20:00:00.000\"}, {\"close\": 67097.0, \"datetime\": \"2024-11-04T21:00:00.000\"}, {\"close\": 67906.0, \"datetime\": \"2024-11-04T22:00:00.000\"}, {\"close\": 67834.3, \"datetime\": \"2024-11-04T23:00:00.000\"}, {\"close\": 68009.5, \"datetime\": \"2024-11-05T00:00:00.000\"}, {\"close\": 67983.3, \"datetime\": \"2024-11-05T01:00:00.000\"}, {\"close\": 67861.5, \"datetime\": \"2024-11-05T02:00:00.000\"}, {\"close\": 68226.3, \"datetime\": \"2024-11-05T03:00:00.000\"}, {\"close\": 68304.3, \"datetime\": \"2024-11-05T04:00:00.000\"}, {\"close\": 68727.1, \"datetime\": \"2024-11-05T05:00:00.000\"}, {\"close\": 68753.6, \"datetime\": \"2024-11-05T06:00:00.000\"}, {\"close\": 68876.0, \"datetime\": \"2024-11-05T07:00:00.000\"}, {\"close\": 69018.6, \"datetime\": \"2024-11-05T08:00:00.000\"}, {\"close\": 68750.1, \"datetime\": \"2024-11-05T09:00:00.000\"}, {\"close\": 68752.0, \"datetime\": \"2024-11-05T10:00:00.000\"}, {\"close\": 68788.4, \"datetime\": \"2024-11-05T11:00:00.000\"}, {\"close\": 68842.6, \"datetime\": \"2024-11-05T12:00:00.000\"}, {\"close\": 68800.1, \"datetime\": \"2024-11-05T13:00:00.000\"}, {\"close\": 69947.5, \"datetime\": \"2024-11-05T14:00:00.000\"}, {\"close\": 69615.3, \"datetime\": \"2024-11-05T15:00:00.000\"}, {\"close\": 70165.6, \"datetime\": \"2024-11-05T16:00:00.000\"}, {\"close\": 69922.0, \"datetime\": \"2024-11-05T17:00:00.000\"}, {\"close\": 70200.9, \"datetime\": \"2024-11-05T18:00:00.000\"}, {\"close\": 68955.9, \"datetime\": \"2024-11-05T19:00:00.000\"}, {\"close\": 69415.6, \"datetime\": \"2024-11-05T20:00:00.000\"}, {\"close\": 69145.5, \"datetime\": \"2024-11-05T21:00:00.000\"}, {\"close\": 69565.5, \"datetime\": \"2024-11-05T22:00:00.000\"}, {\"close\": 69353.1, \"datetime\": \"2024-11-05T23:00:00.000\"}, {\"close\": 71058.6, \"datetime\": \"2024-11-06T00:00:00.000\"}, {\"close\": 71089.5, \"datetime\": \"2024-11-06T01:00:00.000\"}, {\"close\": 73078.9, \"datetime\": \"2024-11-06T02:00:00.000\"}, {\"close\": 74367.1, \"datetime\": \"2024-11-06T03:00:00.000\"}, {\"close\": 74276.3, \"datetime\": \"2024-11-06T04:00:00.000\"}, {\"close\": 74781.4, \"datetime\": \"2024-11-06T05:00:00.000\"}, {\"close\": 74288.1, \"datetime\": \"2024-11-06T06:00:00.000\"}, {\"close\": 73435.9, \"datetime\": \"2024-11-06T07:00:00.000\"}, {\"close\": 73482.5, \"datetime\": \"2024-11-06T08:00:00.000\"}, {\"close\": 73800.0, \"datetime\": \"2024-11-06T09:00:00.000\"}, {\"close\": 73859.9, \"datetime\": \"2024-11-06T10:00:00.000\"}, {\"close\": 74291.6, \"datetime\": \"2024-11-06T11:00:00.000\"}, {\"close\": 74187.9, \"datetime\": \"2024-11-06T12:00:00.000\"}, {\"close\": 74000.0, \"datetime\": \"2024-11-06T13:00:00.000\"}, {\"close\": 73654.0, \"datetime\": \"2024-11-06T14:00:00.000\"}, {\"close\": 74289.6, \"datetime\": \"2024-11-06T15:00:00.000\"}, {\"close\": 74334.7, \"datetime\": \"2024-11-06T16:00:00.000\"}, {\"close\": 74457.9, \"datetime\": \"2024-11-06T17:00:00.000\"}, {\"close\": 75237.5, \"datetime\": \"2024-11-06T18:00:00.000\"}, {\"close\": 75817.9, \"datetime\": \"2024-11-06T19:00:00.000\"}, {\"close\": 76104.6, \"datetime\": \"2024-11-06T20:00:00.000\"}, {\"close\": 75886.0, \"datetime\": \"2024-11-06T21:00:00.000\"}, {\"close\": 75635.8, \"datetime\": \"2024-11-06T22:00:00.000\"}, {\"close\": 75579.9, \"datetime\": \"2024-11-06T23:00:00.000\"}, {\"close\": 75361.6, \"datetime\": \"2024-11-07T00:00:00.000\"}, {\"close\": 75395.2, \"datetime\": \"2024-11-07T01:00:00.000\"}, {\"close\": 75291.0, \"datetime\": \"2024-11-07T02:00:00.000\"}, {\"close\": 75062.9, \"datetime\": \"2024-11-07T03:00:00.000\"}, {\"close\": 74766.6, \"datetime\": \"2024-11-07T04:00:00.000\"}, {\"close\": 74793.2, \"datetime\": \"2024-11-07T05:00:00.000\"}, {\"close\": 74815.4, \"datetime\": \"2024-11-07T06:00:00.000\"}, {\"close\": 74800.0, \"datetime\": \"2024-11-07T07:00:00.000\"}, {\"close\": 75193.4, \"datetime\": \"2024-11-07T08:00:00.000\"}, {\"close\": 74949.0, \"datetime\": \"2024-11-07T09:00:00.000\"}, {\"close\": 75060.4, \"datetime\": \"2024-11-07T10:00:00.000\"}, {\"close\": 74776.9, \"datetime\": \"2024-11-07T11:00:00.000\"}, {\"close\": 75017.6, \"datetime\": \"2024-11-07T12:00:00.000\"}, {\"close\": 74696.2, \"datetime\": \"2024-11-07T13:00:00.000\"}, {\"close\": 74840.6, \"datetime\": \"2024-11-07T14:00:00.000\"}, {\"close\": 76081.6, \"datetime\": \"2024-11-07T15:00:00.000\"}, {\"close\": 75912.6, \"datetime\": \"2024-11-07T16:00:00.000\"}, {\"close\": 76275.1, \"datetime\": \"2024-11-07T17:00:00.000\"}, {\"close\": 76606.8, \"datetime\": \"2024-11-07T18:00:00.000\"}, {\"close\": 76533.3, \"datetime\": \"2024-11-07T19:00:00.000\"}, {\"close\": 76416.1, \"datetime\": \"2024-11-07T20:00:00.000\"}, {\"close\": 75863.7, \"datetime\": \"2024-11-07T21:00:00.000\"}, {\"close\": 75867.4, \"datetime\": \"2024-11-07T22:00:00.000\"}, {\"close\": 75859.4, \"datetime\": \"2024-11-07T23:00:00.000\"}, {\"close\": 76006.3, \"datetime\": \"2024-11-08T00:00:00.000\"}, {\"close\": 75981.3, \"datetime\": \"2024-11-08T01:00:00.000\"}, {\"close\": 75720.6, \"datetime\": \"2024-11-08T02:00:00.000\"}, {\"close\": 75900.4, \"datetime\": \"2024-11-08T03:00:00.000\"}, {\"close\": 75832.9, \"datetime\": \"2024-11-08T04:00:00.000\"}, {\"close\": 75986.0, \"datetime\": \"2024-11-08T05:00:00.000\"}, {\"close\": 75882.8, \"datetime\": \"2024-11-08T06:00:00.000\"}, {\"close\": 76171.0, \"datetime\": \"2024-11-08T07:00:00.000\"}, {\"close\": 75823.6, \"datetime\": \"2024-11-08T08:00:00.000\"}, {\"close\": 75965.7, \"datetime\": \"2024-11-08T09:00:00.000\"}, {\"close\": 76253.9, \"datetime\": \"2024-11-08T10:00:00.000\"}, {\"close\": 75951.9, \"datetime\": \"2024-11-08T11:00:00.000\"}, {\"close\": 76078.9, \"datetime\": \"2024-11-08T12:00:00.000\"}, {\"close\": 76280.3, \"datetime\": \"2024-11-08T13:00:00.000\"}, {\"close\": 75758.6, \"datetime\": \"2024-11-08T14:00:00.000\"}, {\"close\": 76423.3, \"datetime\": \"2024-11-08T15:00:00.000\"}, {\"close\": 75916.5, \"datetime\": \"2024-11-08T16:00:00.000\"}, {\"close\": 76390.0, \"datetime\": \"2024-11-08T17:00:00.000\"}, {\"close\": 76803.0, \"datetime\": \"2024-11-08T18:00:00.000\"}, {\"close\": 76894.4, \"datetime\": \"2024-11-08T19:00:00.000\"}, {\"close\": 76563.5, \"datetime\": \"2024-11-08T20:00:00.000\"}, {\"close\": 76463.4, \"datetime\": \"2024-11-08T21:00:00.000\"}, {\"close\": 76350.0, \"datetime\": \"2024-11-08T22:00:00.000\"}, {\"close\": 76482.2, \"datetime\": \"2024-11-08T23:00:00.000\"}, {\"close\": 76409.5, \"datetime\": \"2024-11-09T00:00:00.000\"}, {\"close\": 76300.0, \"datetime\": \"2024-11-09T01:00:00.000\"}, {\"close\": 76418.6, \"datetime\": \"2024-11-09T02:00:00.000\"}, {\"close\": 76330.0, \"datetime\": \"2024-11-09T03:00:00.000\"}, {\"close\": 76369.6, \"datetime\": \"2024-11-09T04:00:00.000\"}, {\"close\": 76540.0, \"datetime\": \"2024-11-09T05:00:00.000\"}, {\"close\": 76493.5, \"datetime\": \"2024-11-09T06:00:00.000\"}, {\"close\": 76523.9, \"datetime\": \"2024-11-09T07:00:00.000\"}, {\"close\": 76540.0, \"datetime\": \"2024-11-09T08:00:00.000\"}, {\"close\": 76545.2, \"datetime\": \"2024-11-09T09:00:00.000\"}, {\"close\": 76451.4, \"datetime\": \"2024-11-09T10:00:00.000\"}, {\"close\": 76478.6, \"datetime\": \"2024-11-09T11:00:00.000\"}, {\"close\": 76269.5, \"datetime\": \"2024-11-09T12:00:00.000\"}, {\"close\": 76406.4, \"datetime\": \"2024-11-09T13:00:00.000\"}, {\"close\": 76345.1, \"datetime\": \"2024-11-09T14:00:00.000\"}, {\"close\": 76305.7, \"datetime\": \"2024-11-09T15:00:00.000\"}, {\"close\": 76065.9, \"datetime\": \"2024-11-09T16:00:00.000\"}, {\"close\": 76210.7, \"datetime\": \"2024-11-09T17:00:00.000\"}, {\"close\": 76337.8, \"datetime\": \"2024-11-09T18:00:00.000\"}, {\"close\": 76195.2, \"datetime\": \"2024-11-09T19:00:00.000\"}, {\"close\": 76271.8, \"datetime\": \"2024-11-09T20:00:00.000\"}, {\"close\": 76431.1, \"datetime\": \"2024-11-09T21:00:00.000\"}, {\"close\": 76510.6, \"datetime\": \"2024-11-09T22:00:00.000\"}, {\"close\": 76675.1, \"datetime\": \"2024-11-09T23:00:00.000\"}, {\"close\": 76880.0, \"datetime\": \"2024-11-10T00:00:00.000\"}, {\"close\": 76703.5, \"datetime\": \"2024-11-10T01:00:00.000\"}, {\"close\": 77029.5, \"datetime\": \"2024-11-10T02:00:00.000\"}, {\"close\": 77204.0, \"datetime\": \"2024-11-10T03:00:00.000\"}, {\"close\": 79273.7, \"datetime\": \"2024-11-10T04:00:00.000\"}, {\"close\": 79190.7, \"datetime\": \"2024-11-10T05:00:00.000\"}, {\"close\": 78992.7, \"datetime\": \"2024-11-10T06:00:00.000\"}, {\"close\": 78858.2, \"datetime\": \"2024-11-10T07:00:00.000\"}, {\"close\": 79170.1, \"datetime\": \"2024-11-10T08:00:00.000\"}, {\"close\": 79414.7, \"datetime\": \"2024-11-10T09:00:00.000\"}, {\"close\": 79595.2, \"datetime\": \"2024-11-10T10:00:00.000\"}, {\"close\": 79926.7, \"datetime\": \"2024-11-10T11:00:00.000\"}, {\"close\": 79707.0, \"datetime\": \"2024-11-10T12:00:00.000\"}, {\"close\": 79779.0, \"datetime\": \"2024-11-10T13:00:00.000\"}, {\"close\": 79546.6, \"datetime\": \"2024-11-10T14:00:00.000\"}, {\"close\": 79735.1, \"datetime\": \"2024-11-10T15:00:00.000\"}, {\"close\": 79836.1, \"datetime\": \"2024-11-10T16:00:00.000\"}, {\"close\": 80425.4, \"datetime\": \"2024-11-10T17:00:00.000\"}, {\"close\": 80631.8, \"datetime\": \"2024-11-10T18:00:00.000\"}, {\"close\": 79793.4, \"datetime\": \"2024-11-10T19:00:00.000\"}, {\"close\": 79015.5, \"datetime\": \"2024-11-10T20:00:00.000\"}, {\"close\": 79931.9, \"datetime\": \"2024-11-10T21:00:00.000\"}, {\"close\": 80683.7, \"datetime\": \"2024-11-10T22:00:00.000\"}, {\"close\": 80410.0, \"datetime\": \"2024-11-10T23:00:00.000\"}, {\"close\": 80618.9, \"datetime\": \"2024-11-11T00:00:00.000\"}, {\"close\": 81246.0, \"datetime\": \"2024-11-11T01:00:00.000\"}, {\"close\": 81477.7, \"datetime\": \"2024-11-11T02:00:00.000\"}, {\"close\": 81662.4, \"datetime\": \"2024-11-11T03:00:00.000\"}, {\"close\": 81480.7, \"datetime\": \"2024-11-11T04:00:00.000\"}, {\"close\": 80778.5, \"datetime\": \"2024-11-11T05:00:00.000\"}, {\"close\": 80940.5, \"datetime\": \"2024-11-11T06:00:00.000\"}, {\"close\": 81147.9, \"datetime\": \"2024-11-11T07:00:00.000\"}, {\"close\": 81270.9, \"datetime\": \"2024-11-11T08:00:00.000\"}, {\"close\": 81718.1, \"datetime\": \"2024-11-11T09:00:00.000\"}, {\"close\": 82010.0, \"datetime\": \"2024-11-11T10:00:00.000\"}, {\"close\": 82168.7, \"datetime\": \"2024-11-11T11:00:00.000\"}, {\"close\": 82180.0, \"datetime\": \"2024-11-11T12:00:00.000\"}, {\"close\": 81850.4, \"datetime\": \"2024-11-11T13:00:00.000\"}, {\"close\": 82513.4, \"datetime\": \"2024-11-11T14:00:00.000\"}, {\"close\": 84114.2, \"datetime\": \"2024-11-11T15:00:00.000\"}, {\"close\": 84263.1, \"datetime\": \"2024-11-11T16:00:00.000\"}, {\"close\": 84638.7, \"datetime\": \"2024-11-11T17:00:00.000\"}, {\"close\": 85932.6, \"datetime\": \"2024-11-11T18:00:00.000\"}, {\"close\": 86181.0, \"datetime\": \"2024-11-11T19:00:00.000\"}, {\"close\": 86926.0, \"datetime\": \"2024-11-11T20:00:00.000\"}, {\"close\": 87989.2, \"datetime\": \"2024-11-11T21:00:00.000\"}, {\"close\": 88089.0, \"datetime\": \"2024-11-11T22:00:00.000\"}, {\"close\": 88728.9, \"datetime\": \"2024-11-11T23:00:00.000\"}, {\"close\": 89065.9, \"datetime\": \"2024-11-12T00:00:00.000\"}, {\"close\": 88613.8, \"datetime\": \"2024-11-12T01:00:00.000\"}, {\"close\": 87778.4, \"datetime\": \"2024-11-12T02:00:00.000\"}, {\"close\": 88145.1, \"datetime\": \"2024-11-12T03:00:00.000\"}, {\"close\": 88509.9, \"datetime\": \"2024-11-12T04:00:00.000\"}, {\"close\": 88466.1, \"datetime\": \"2024-11-12T05:00:00.000\"}, {\"close\": 89629.2, \"datetime\": \"2024-11-12T06:00:00.000\"}, {\"close\": 89095.4, \"datetime\": \"2024-11-12T07:00:00.000\"}, {\"close\": 89471.1, \"datetime\": \"2024-11-12T08:00:00.000\"}, {\"close\": 87775.1, \"datetime\": \"2024-11-12T09:00:00.000\"}, {\"close\": 86972.1, \"datetime\": \"2024-11-12T10:00:00.000\"}, {\"close\": 87229.5, \"datetime\": \"2024-11-12T11:00:00.000\"}, {\"close\": 86453.6, \"datetime\": \"2024-11-12T12:00:00.000\"}, {\"close\": 86418.5, \"datetime\": \"2024-11-12T13:00:00.000\"}, {\"close\": 87041.4, \"datetime\": \"2024-11-12T14:00:00.000\"}, {\"close\": 86659.9, \"datetime\": \"2024-11-12T15:00:00.000\"}, {\"close\": 87089.9, \"datetime\": \"2024-11-12T16:00:00.000\"}, {\"close\": 87014.3, \"datetime\": \"2024-11-12T17:00:00.000\"}, {\"close\": 88836.2, \"datetime\": \"2024-11-12T18:00:00.000\"}, {\"close\": 88762.8, \"datetime\": \"2024-11-12T19:00:00.000\"}, {\"close\": 89503.3, \"datetime\": \"2024-11-12T20:00:00.000\"}, {\"close\": 88292.0, \"datetime\": \"2024-11-12T21:00:00.000\"}, {\"close\": 88631.6, \"datetime\": \"2024-11-12T22:00:00.000\"}, {\"close\": 87972.0, \"datetime\": \"2024-11-12T23:00:00.000\"}, {\"close\": 88090.0, \"datetime\": \"2024-11-13T00:00:00.000\"}, {\"close\": 88308.5, \"datetime\": \"2024-11-13T01:00:00.000\"}, {\"close\": 87924.9, \"datetime\": \"2024-11-13T02:00:00.000\"}, {\"close\": 87198.2, \"datetime\": \"2024-11-13T03:00:00.000\"}, {\"close\": 87221.2, \"datetime\": \"2024-11-13T04:00:00.000\"}, {\"close\": 86603.5, \"datetime\": \"2024-11-13T05:00:00.000\"}, {\"close\": 86550.0, \"datetime\": \"2024-11-13T06:00:00.000\"}, {\"close\": 87402.9, \"datetime\": \"2024-11-13T07:00:00.000\"}, {\"close\": 87287.6, \"datetime\": \"2024-11-13T08:00:00.000\"}, {\"close\": 87442.1, \"datetime\": \"2024-11-13T09:00:00.000\"}, {\"close\": 87584.5, \"datetime\": \"2024-11-13T10:00:00.000\"}, {\"close\": 87710.7, \"datetime\": \"2024-11-13T11:00:00.000\"}, {\"close\": 87679.9, \"datetime\": \"2024-11-13T12:00:00.000\"}, {\"close\": 89219.5, \"datetime\": \"2024-11-13T13:00:00.000\"}, {\"close\": 91563.0, \"datetime\": \"2024-11-13T14:00:00.000\"}, {\"close\": 92608.1, \"datetime\": \"2024-11-13T15:00:00.000\"}, {\"close\": 92312.0, \"datetime\": \"2024-11-13T16:00:00.000\"}, {\"close\": 92282.8, \"datetime\": \"2024-11-13T17:00:00.000\"}, {\"close\": 92868.1, \"datetime\": \"2024-11-13T18:00:00.000\"}, {\"close\": 90218.8, \"datetime\": \"2024-11-13T19:00:00.000\"}, {\"close\": 89742.4, \"datetime\": \"2024-11-13T20:00:00.000\"}, {\"close\": 88587.6, \"datetime\": \"2024-11-13T21:00:00.000\"}, {\"close\": 89761.2, \"datetime\": \"2024-11-13T22:00:00.000\"}, {\"close\": 90413.3, \"datetime\": \"2024-11-13T23:00:00.000\"}, {\"close\": 90151.6, \"datetime\": \"2024-11-14T00:00:00.000\"}, {\"close\": 90420.1, \"datetime\": \"2024-11-14T01:00:00.000\"}, {\"close\": 90145.3, \"datetime\": \"2024-11-14T02:00:00.000\"}, {\"close\": 89988.0, \"datetime\": \"2024-11-14T03:00:00.000\"}, {\"close\": 90169.2, \"datetime\": \"2024-11-14T04:00:00.000\"}, {\"close\": 90006.7, \"datetime\": \"2024-11-14T05:00:00.000\"}, {\"close\": 89336.2, \"datetime\": \"2024-11-14T06:00:00.000\"}, {\"close\": 90818.9, \"datetime\": \"2024-11-14T07:00:00.000\"}, {\"close\": 90595.0, \"datetime\": \"2024-11-14T08:00:00.000\"}, {\"close\": 90944.5, \"datetime\": \"2024-11-14T09:00:00.000\"}, {\"close\": 91140.2, \"datetime\": \"2024-11-14T10:00:00.000\"}, {\"close\": 91536.7, \"datetime\": \"2024-11-14T11:00:00.000\"}, {\"close\": 91278.3, \"datetime\": \"2024-11-14T12:00:00.000\"}, {\"close\": 90797.5, \"datetime\": \"2024-11-14T13:00:00.000\"}, {\"close\": 88769.2, \"datetime\": \"2024-11-14T14:00:00.000\"}, {\"close\": 88000.0, \"datetime\": \"2024-11-14T15:00:00.000\"}, {\"close\": 89225.9, \"datetime\": \"2024-11-14T16:00:00.000\"}, {\"close\": 89265.9, \"datetime\": \"2024-11-14T17:00:00.000\"}, {\"close\": 89142.2, \"datetime\": \"2024-11-14T18:00:00.000\"}, {\"close\": 89502.7, \"datetime\": \"2024-11-14T19:00:00.000\"}, {\"close\": 87668.9, \"datetime\": \"2024-11-14T20:00:00.000\"}, {\"close\": 88262.5, \"datetime\": \"2024-11-14T21:00:00.000\"}, {\"close\": 87668.6, \"datetime\": \"2024-11-14T22:00:00.000\"}, {\"close\": 87382.7, \"datetime\": \"2024-11-14T23:00:00.000\"}, {\"close\": 87920.1, \"datetime\": \"2024-11-15T00:00:00.000\"}, {\"close\": 88154.3, \"datetime\": \"2024-11-15T01:00:00.000\"}, {\"close\": 88405.2, \"datetime\": \"2024-11-15T02:00:00.000\"}, {\"close\": 88253.1, \"datetime\": \"2024-11-15T03:00:00.000\"}, {\"close\": 87505.3, \"datetime\": \"2024-11-15T04:00:00.000\"}, {\"close\": 87773.3, \"datetime\": \"2024-11-15T05:00:00.000\"}, {\"close\": 88223.3, \"datetime\": \"2024-11-15T06:00:00.000\"}, {\"close\": 87693.9, \"datetime\": \"2024-11-15T07:00:00.000\"}, {\"close\": 88142.2, \"datetime\": \"2024-11-15T08:00:00.000\"}, {\"close\": 89250.0, \"datetime\": \"2024-11-15T09:00:00.000\"}, {\"close\": 89405.6, \"datetime\": \"2024-11-15T10:00:00.000\"}, {\"close\": 89782.9, \"datetime\": \"2024-11-15T11:00:00.000\"}, {\"close\": 89820.0, \"datetime\": \"2024-11-15T12:00:00.000\"}, {\"close\": 90205.0, \"datetime\": \"2024-11-15T13:00:00.000\"}, {\"close\": 89150.2, \"datetime\": \"2024-11-15T14:00:00.000\"}, {\"close\": 88485.4, \"datetime\": \"2024-11-15T15:00:00.000\"}, {\"close\": 89405.5, \"datetime\": \"2024-11-15T16:00:00.000\"}, {\"close\": 89514.0, \"datetime\": \"2024-11-15T17:00:00.000\"}, {\"close\": 89423.0, \"datetime\": \"2024-11-15T18:00:00.000\"}, {\"close\": 90418.4, \"datetime\": \"2024-11-15T19:00:00.000\"}, {\"close\": 91479.3, \"datetime\": \"2024-11-15T20:00:00.000\"}, {\"close\": 91727.6, \"datetime\": \"2024-11-15T21:00:00.000\"}, {\"close\": 91267.0, \"datetime\": \"2024-11-15T22:00:00.000\"}, {\"close\": 91074.6, \"datetime\": \"2024-11-15T23:00:00.000\"}, {\"close\": 91055.8, \"datetime\": \"2024-11-16T00:00:00.000\"}, {\"close\": 91281.0, \"datetime\": \"2024-11-16T01:00:00.000\"}, {\"close\": 91448.9, \"datetime\": \"2024-11-16T02:00:00.000\"}, {\"close\": 91286.8, \"datetime\": \"2024-11-16T03:00:00.000\"}, {\"close\": 91326.3, \"datetime\": \"2024-11-16T04:00:00.000\"}, {\"close\": 91392.8, \"datetime\": \"2024-11-16T05:00:00.000\"}, {\"close\": 91243.8, \"datetime\": \"2024-11-16T06:00:00.000\"}, {\"close\": 91173.3, \"datetime\": \"2024-11-16T07:00:00.000\"}, {\"close\": 91463.5, \"datetime\": \"2024-11-16T08:00:00.000\"}, {\"close\": 91290.0, \"datetime\": \"2024-11-16T09:00:00.000\"}, {\"close\": 91437.3, \"datetime\": \"2024-11-16T10:00:00.000\"}, {\"close\": 91240.1, \"datetime\": \"2024-11-16T11:00:00.000\"}, {\"close\": 90948.5, \"datetime\": \"2024-11-16T12:00:00.000\"}, {\"close\": 90812.6, \"datetime\": \"2024-11-16T13:00:00.000\"}, {\"close\": 91031.5, \"datetime\": \"2024-11-16T14:00:00.000\"}, {\"close\": 90578.0, \"datetime\": \"2024-11-16T15:00:00.000\"}, {\"close\": 90662.0, \"datetime\": \"2024-11-16T16:00:00.000\"}, {\"close\": 90967.2, \"datetime\": \"2024-11-16T17:00:00.000\"}, {\"close\": 91345.0, \"datetime\": \"2024-11-16T18:00:00.000\"}, {\"close\": 91176.9, \"datetime\": \"2024-11-16T19:00:00.000\"}, {\"close\": 90812.7, \"datetime\": \"2024-11-16T20:00:00.000\"}, {\"close\": 91061.5, \"datetime\": \"2024-11-16T21:00:00.000\"}, {\"close\": 90379.5, \"datetime\": \"2024-11-16T22:00:00.000\"}, {\"close\": 90643.3, \"datetime\": \"2024-11-16T23:00:00.000\"}, {\"close\": 90874.0, \"datetime\": \"2024-11-17T00:00:00.000\"}, {\"close\": 90320.0, \"datetime\": \"2024-11-17T01:00:00.000\"}, {\"close\": 90068.7, \"datetime\": \"2024-11-17T02:00:00.000\"}, {\"close\": 90294.9, \"datetime\": \"2024-11-17T03:00:00.000\"}, {\"close\": 90623.1, \"datetime\": \"2024-11-17T04:00:00.000\"}, {\"close\": 90511.9, \"datetime\": \"2024-11-17T05:00:00.000\"}, {\"close\": 90699.9, \"datetime\": \"2024-11-17T06:00:00.000\"}, {\"close\": 90600.0, \"datetime\": \"2024-11-17T07:00:00.000\"}, {\"close\": 91048.8, \"datetime\": \"2024-11-17T08:00:00.000\"}, {\"close\": 91360.0, \"datetime\": \"2024-11-17T09:00:00.000\"}, {\"close\": 91133.9, \"datetime\": \"2024-11-17T10:00:00.000\"}, {\"close\": 90743.4, \"datetime\": \"2024-11-17T11:00:00.000\"}, {\"close\": 91138.3, \"datetime\": \"2024-11-17T12:00:00.000\"}, {\"close\": 90556.9, \"datetime\": \"2024-11-17T13:00:00.000\"}, {\"close\": 90354.9, \"datetime\": \"2024-11-17T14:00:00.000\"}, {\"close\": 90305.1, \"datetime\": \"2024-11-17T15:00:00.000\"}, {\"close\": 90510.2, \"datetime\": \"2024-11-17T16:00:00.000\"}, {\"close\": 90642.8, \"datetime\": \"2024-11-17T17:00:00.000\"}, {\"close\": 89983.4, \"datetime\": \"2024-11-17T18:00:00.000\"}, {\"close\": 90099.5, \"datetime\": \"2024-11-17T19:00:00.000\"}, {\"close\": 89703.5, \"datetime\": \"2024-11-17T20:00:00.000\"}, {\"close\": 89191.7, \"datetime\": \"2024-11-17T21:00:00.000\"}, {\"close\": 89592.1, \"datetime\": \"2024-11-17T22:00:00.000\"}, {\"close\": 89899.9, \"datetime\": \"2024-11-17T23:00:00.000\"}, {\"close\": 89988.9, \"datetime\": \"2024-11-18T00:00:00.000\"}, {\"close\": 90811.4, \"datetime\": \"2024-11-18T01:00:00.000\"}, {\"close\": 90560.0, \"datetime\": \"2024-11-18T02:00:00.000\"}, {\"close\": 90728.6, \"datetime\": \"2024-11-18T03:00:00.000\"}, {\"close\": 90503.5, \"datetime\": \"2024-11-18T04:00:00.000\"}, {\"close\": 90687.6, \"datetime\": \"2024-11-18T05:00:00.000\"}, {\"close\": 92212.6, \"datetime\": \"2024-11-18T06:00:00.000\"}, {\"close\": 91795.9, \"datetime\": \"2024-11-18T07:00:00.000\"}, {\"close\": 91889.8, \"datetime\": \"2024-11-18T08:00:00.000\"}, {\"close\": 91801.8, \"datetime\": \"2024-11-18T09:00:00.000\"}, {\"close\": 91862.1, \"datetime\": \"2024-11-18T10:00:00.000\"}, {\"close\": 90338.7, \"datetime\": \"2024-11-18T11:00:00.000\"}, {\"close\": 90571.6, \"datetime\": \"2024-11-18T12:00:00.000\"}, {\"close\": 89553.6, \"datetime\": \"2024-11-18T13:00:00.000\"}, {\"close\": 90367.0, \"datetime\": \"2024-11-18T14:00:00.000\"}, {\"close\": 92407.8, \"datetime\": \"2024-11-18T15:00:00.000\"}, {\"close\": 91502.1, \"datetime\": \"2024-11-18T16:00:00.000\"}, {\"close\": 91648.3, \"datetime\": \"2024-11-18T17:00:00.000\"}, {\"close\": 90427.0, \"datetime\": \"2024-11-18T18:00:00.000\"}, {\"close\": 90657.8, \"datetime\": \"2024-11-18T19:00:00.000\"}, {\"close\": 91532.1, \"datetime\": \"2024-11-18T20:00:00.000\"}, {\"close\": 91351.6, \"datetime\": \"2024-11-18T21:00:00.000\"}, {\"close\": 91222.7, \"datetime\": \"2024-11-18T22:00:00.000\"}, {\"close\": 90507.4, \"datetime\": \"2024-11-18T23:00:00.000\"}, {\"close\": 91113.9, \"datetime\": \"2024-11-19T00:00:00.000\"}, {\"close\": 90777.9, \"datetime\": \"2024-11-19T01:00:00.000\"}, {\"close\": 91313.8, \"datetime\": \"2024-11-19T02:00:00.000\"}, {\"close\": 91499.9, \"datetime\": \"2024-11-19T03:00:00.000\"}, {\"close\": 91608.2, \"datetime\": \"2024-11-19T04:00:00.000\"}, {\"close\": 91946.0, \"datetime\": \"2024-11-19T05:00:00.000\"}, {\"close\": 92035.5, \"datetime\": \"2024-11-19T06:00:00.000\"}, {\"close\": 91696.0, \"datetime\": \"2024-11-19T07:00:00.000\"}, {\"close\": 91850.1, \"datetime\": \"2024-11-19T08:00:00.000\"}, {\"close\": 91770.8, \"datetime\": \"2024-11-19T09:00:00.000\"}, {\"close\": 91826.3, \"datetime\": \"2024-11-19T10:00:00.000\"}, {\"close\": 91717.6, \"datetime\": \"2024-11-19T11:00:00.000\"}, {\"close\": 92539.9, \"datetime\": \"2024-11-19T12:00:00.000\"}, {\"close\": 91175.0, \"datetime\": \"2024-11-19T13:00:00.000\"}, {\"close\": 91887.6, \"datetime\": \"2024-11-19T14:00:00.000\"}, {\"close\": 92453.3, \"datetime\": \"2024-11-19T15:00:00.000\"}, {\"close\": 92612.3, \"datetime\": \"2024-11-19T16:00:00.000\"}, {\"close\": 92904.0, \"datetime\": \"2024-11-19T17:00:00.000\"}, {\"close\": 93692.3, \"datetime\": \"2024-11-19T18:00:00.000\"}, {\"close\": 93271.4, \"datetime\": \"2024-11-19T19:00:00.000\"}, {\"close\": 92498.0, \"datetime\": \"2024-11-19T20:00:00.000\"}, {\"close\": 92239.1, \"datetime\": \"2024-11-19T21:00:00.000\"}, {\"close\": 91857.9, \"datetime\": \"2024-11-19T22:00:00.000\"}, {\"close\": 92335.9, \"datetime\": \"2024-11-19T23:00:00.000\"}, {\"close\": 92070.3, \"datetime\": \"2024-11-20T00:00:00.000\"}, {\"close\": 91993.6, \"datetime\": \"2024-11-20T01:00:00.000\"}, {\"close\": 91786.8, \"datetime\": \"2024-11-20T02:00:00.000\"}, {\"close\": 92072.1, \"datetime\": \"2024-11-20T03:00:00.000\"}, {\"close\": 92139.0, \"datetime\": \"2024-11-20T04:00:00.000\"}, {\"close\": 92549.0, \"datetime\": \"2024-11-20T05:00:00.000\"}, {\"close\": 92400.8, \"datetime\": \"2024-11-20T06:00:00.000\"}, {\"close\": 92856.6, \"datetime\": \"2024-11-20T07:00:00.000\"}, {\"close\": 93212.9, \"datetime\": \"2024-11-20T08:00:00.000\"}, {\"close\": 93112.7, \"datetime\": \"2024-11-20T09:00:00.000\"}, {\"close\": 93310.5, \"datetime\": \"2024-11-20T10:00:00.000\"}, {\"close\": 93485.1, \"datetime\": \"2024-11-20T11:00:00.000\"}, {\"close\": 93562.9, \"datetime\": \"2024-11-20T12:00:00.000\"}, {\"close\": 94420.0, \"datetime\": \"2024-11-20T13:00:00.000\"}, {\"close\": 94640.1, \"datetime\": \"2024-11-20T14:00:00.000\"}, {\"close\": 94737.6, \"datetime\": \"2024-11-20T15:00:00.000\"}, {\"close\": 94048.1, \"datetime\": \"2024-11-20T16:00:00.000\"}, {\"close\": 93903.6, \"datetime\": \"2024-11-20T17:00:00.000\"}, {\"close\": 93671.6, \"datetime\": \"2024-11-20T18:00:00.000\"}, {\"close\": 93999.9, \"datetime\": \"2024-11-20T19:00:00.000\"}, {\"close\": 94256.7, \"datetime\": \"2024-11-20T20:00:00.000\"}, {\"close\": 94354.8, \"datetime\": \"2024-11-20T21:00:00.000\"}, {\"close\": 94146.1, \"datetime\": \"2024-11-20T22:00:00.000\"}, {\"close\": 94288.0, \"datetime\": \"2024-11-20T23:00:00.000\"}, {\"close\": 94708.0, \"datetime\": \"2024-11-21T00:00:00.000\"}, {\"close\": 94688.3, \"datetime\": \"2024-11-21T01:00:00.000\"}, {\"close\": 94384.9, \"datetime\": \"2024-11-21T02:00:00.000\"}, {\"close\": 95790.2, \"datetime\": \"2024-11-21T03:00:00.000\"}, {\"close\": 97591.2, \"datetime\": \"2024-11-21T04:00:00.000\"}, {\"close\": 97343.0, \"datetime\": \"2024-11-21T05:00:00.000\"}, {\"close\": 97041.4, \"datetime\": \"2024-11-21T06:00:00.000\"}, {\"close\": 96950.0, \"datetime\": \"2024-11-21T07:00:00.000\"}, {\"close\": 97132.9, \"datetime\": \"2024-11-21T08:00:00.000\"}, {\"close\": 97640.8, \"datetime\": \"2024-11-21T09:00:00.000\"}, {\"close\": 97755.5, \"datetime\": \"2024-11-21T10:00:00.000\"}, {\"close\": 98014.0, \"datetime\": \"2024-11-21T11:00:00.000\"}, {\"close\": 97324.2, \"datetime\": \"2024-11-21T12:00:00.000\"}, {\"close\": 97545.3, \"datetime\": \"2024-11-21T13:00:00.000\"}, {\"close\": 97068.3, \"datetime\": \"2024-11-21T14:00:00.000\"}, {\"close\": 96684.0, \"datetime\": \"2024-11-21T15:00:00.000\"}, {\"close\": 97175.5, \"datetime\": \"2024-11-21T16:00:00.000\"}, {\"close\": 98099.3, \"datetime\": \"2024-11-21T17:00:00.000\"}, {\"close\": 98290.1, \"datetime\": \"2024-11-21T18:00:00.000\"}, {\"close\": 97891.5, \"datetime\": \"2024-11-21T19:00:00.000\"}, {\"close\": 98152.6, \"datetime\": \"2024-11-21T20:00:00.000\"}, {\"close\": 97998.2, \"datetime\": \"2024-11-21T21:00:00.000\"}, {\"close\": 98392.1, \"datetime\": \"2024-11-21T22:00:00.000\"}, {\"close\": 98366.8, \"datetime\": \"2024-11-21T23:00:00.000\"}, {\"close\": 98044.1, \"datetime\": \"2024-11-22T00:00:00.000\"}, {\"close\": 98099.9, \"datetime\": \"2024-11-22T01:00:00.000\"}, {\"close\": 98651.1, \"datetime\": \"2024-11-22T02:00:00.000\"}, {\"close\": 98888.9, \"datetime\": \"2024-11-22T03:00:00.000\"}, {\"close\": 98841.7, \"datetime\": \"2024-11-22T04:00:00.000\"}, {\"close\": 98820.1, \"datetime\": \"2024-11-22T05:00:00.000\"}, {\"close\": 99048.8, \"datetime\": \"2024-11-22T06:00:00.000\"}, {\"close\": 99252.6, \"datetime\": \"2024-11-22T07:00:00.000\"}, {\"close\": 98891.2, \"datetime\": \"2024-11-22T08:00:00.000\"}, {\"close\": 98775.4, \"datetime\": \"2024-11-22T09:00:00.000\"}, {\"close\": 98461.2, \"datetime\": \"2024-11-22T10:00:00.000\"}, {\"close\": 98929.9, \"datetime\": \"2024-11-22T11:00:00.000\"}, {\"close\": 98680.5, \"datetime\": \"2024-11-22T12:00:00.000\"}, {\"close\": 97814.0, \"datetime\": \"2024-11-22T13:00:00.000\"}, {\"close\": 97370.3, \"datetime\": \"2024-11-22T14:00:00.000\"}, {\"close\": 98696.5, \"datetime\": \"2024-11-22T15:00:00.000\"}, {\"close\": 98911.8, \"datetime\": \"2024-11-22T16:00:00.000\"}, {\"close\": 98828.2, \"datetime\": \"2024-11-22T17:00:00.000\"}, {\"close\": 99142.7, \"datetime\": \"2024-11-22T18:00:00.000\"}, {\"close\": 99112.6, \"datetime\": \"2024-11-22T19:00:00.000\"}, {\"close\": 99187.4, \"datetime\": \"2024-11-22T20:00:00.000\"}, {\"close\": 99289.3, \"datetime\": \"2024-11-22T21:00:00.000\"}, {\"close\": 98630.1, \"datetime\": \"2024-11-22T22:00:00.000\"}, {\"close\": 98921.4, \"datetime\": \"2024-11-22T23:00:00.000\"}, {\"close\": 98665.1, \"datetime\": \"2024-11-23T00:00:00.000\"}, {\"close\": 98625.1, \"datetime\": \"2024-11-23T01:00:00.000\"}, {\"close\": 98528.4, \"datetime\": \"2024-11-23T02:00:00.000\"}, {\"close\": 98702.6, \"datetime\": \"2024-11-23T03:00:00.000\"}, {\"close\": 98611.2, \"datetime\": \"2024-11-23T04:00:00.000\"}, {\"close\": 98790.3, \"datetime\": \"2024-11-23T05:00:00.000\"}, {\"close\": 98749.9, \"datetime\": \"2024-11-23T06:00:00.000\"}, {\"close\": 98600.6, \"datetime\": \"2024-11-23T07:00:00.000\"}, {\"close\": 98495.7, \"datetime\": \"2024-11-23T08:00:00.000\"}, {\"close\": 98502.0, \"datetime\": \"2024-11-23T09:00:00.000\"}, {\"close\": 98467.9, \"datetime\": \"2024-11-23T10:00:00.000\"}, {\"close\": 98470.8, \"datetime\": \"2024-11-23T11:00:00.000\"}, {\"close\": 98670.9, \"datetime\": \"2024-11-23T12:00:00.000\"}, {\"close\": 98587.9, \"datetime\": \"2024-11-23T13:00:00.000\"}, {\"close\": 98805.6, \"datetime\": \"2024-11-23T14:00:00.000\"}, {\"close\": 98426.0, \"datetime\": \"2024-11-23T15:00:00.000\"}, {\"close\": 97751.5, \"datetime\": \"2024-11-23T16:00:00.000\"}, {\"close\": 97958.9, \"datetime\": \"2024-11-23T17:00:00.000\"}, {\"close\": 97893.3, \"datetime\": \"2024-11-23T18:00:00.000\"}, {\"close\": 97562.4, \"datetime\": \"2024-11-23T19:00:00.000\"}, {\"close\": 97764.4, \"datetime\": \"2024-11-23T20:00:00.000\"}, {\"close\": 98011.7, \"datetime\": \"2024-11-23T21:00:00.000\"}, {\"close\": 97707.1, \"datetime\": \"2024-11-23T22:00:00.000\"}, {\"close\": 97725.5, \"datetime\": \"2024-11-23T23:00:00.000\"}, {\"close\": 97983.1, \"datetime\": \"2024-11-24T00:00:00.000\"}, {\"close\": 98252.2, \"datetime\": \"2024-11-24T01:00:00.000\"}, {\"close\": 98458.0, \"datetime\": \"2024-11-24T02:00:00.000\"}, {\"close\": 98260.8, \"datetime\": \"2024-11-24T03:00:00.000\"}, {\"close\": 98236.2, \"datetime\": \"2024-11-24T04:00:00.000\"}, {\"close\": 98322.5, \"datetime\": \"2024-11-24T05:00:00.000\"}, {\"close\": 98420.1, \"datetime\": \"2024-11-24T06:00:00.000\"}, {\"close\": 98490.1, \"datetime\": \"2024-11-24T07:00:00.000\"}, {\"close\": 98137.6, \"datetime\": \"2024-11-24T08:00:00.000\"}, {\"close\": 98011.1, \"datetime\": \"2024-11-24T09:00:00.000\"}, {\"close\": 97743.2, \"datetime\": \"2024-11-24T10:00:00.000\"}, {\"close\": 97337.6, \"datetime\": \"2024-11-24T11:00:00.000\"}, {\"close\": 96973.7, \"datetime\": \"2024-11-24T12:00:00.000\"}, {\"close\": 97280.9, \"datetime\": \"2024-11-24T13:00:00.000\"}, {\"close\": 97111.1, \"datetime\": \"2024-11-24T14:00:00.000\"}, {\"close\": 95986.4, \"datetime\": \"2024-11-24T15:00:00.000\"}, {\"close\": 96499.8, \"datetime\": \"2024-11-24T16:00:00.000\"}, {\"close\": 95992.8, \"datetime\": \"2024-11-24T17:00:00.000\"}, {\"close\": 96605.7, \"datetime\": \"2024-11-24T18:00:00.000\"}, {\"close\": 96396.8, \"datetime\": \"2024-11-24T19:00:00.000\"}, {\"close\": 96888.0, \"datetime\": \"2024-11-24T20:00:00.000\"}, {\"close\": 97037.7, \"datetime\": \"2024-11-24T21:00:00.000\"}, {\"close\": 98082.0, \"datetime\": \"2024-11-24T22:00:00.000\"}, {\"close\": 97960.4, \"datetime\": \"2024-11-24T23:00:00.000\"}, {\"close\": 97763.2, \"datetime\": \"2024-11-25T00:00:00.000\"}, {\"close\": 97257.2, \"datetime\": \"2024-11-25T01:00:00.000\"}, {\"close\": 97414.3, \"datetime\": \"2024-11-25T02:00:00.000\"}, {\"close\": 97935.9, \"datetime\": \"2024-11-25T03:00:00.000\"}, {\"close\": 97859.3, \"datetime\": \"2024-11-25T04:00:00.000\"}, {\"close\": 98131.4, \"datetime\": \"2024-11-25T05:00:00.000\"}, {\"close\": 98131.8, \"datetime\": \"2024-11-25T06:00:00.000\"}, {\"close\": 98112.9, \"datetime\": \"2024-11-25T07:00:00.000\"}, {\"close\": 98282.1, \"datetime\": \"2024-11-25T08:00:00.000\"}, {\"close\": 98578.2, \"datetime\": \"2024-11-25T09:00:00.000\"}, {\"close\": 98400.2, \"datetime\": \"2024-11-25T10:00:00.000\"}, {\"close\": 98268.0, \"datetime\": \"2024-11-25T11:00:00.000\"}, {\"close\": 97981.5, \"datetime\": \"2024-11-25T12:00:00.000\"}, {\"close\": 97542.5, \"datetime\": \"2024-11-25T13:00:00.000\"}, {\"close\": 95444.4, \"datetime\": \"2024-11-25T14:00:00.000\"}, {\"close\": 96040.4, \"datetime\": \"2024-11-25T15:00:00.000\"}, {\"close\": 95977.1, \"datetime\": \"2024-11-25T16:00:00.000\"}, {\"close\": 95291.5, \"datetime\": \"2024-11-25T17:00:00.000\"}, {\"close\": 95210.3, \"datetime\": \"2024-11-25T18:00:00.000\"}, {\"close\": 94723.6, \"datetime\": \"2024-11-25T19:00:00.000\"}, {\"close\": 95018.0, \"datetime\": \"2024-11-25T20:00:00.000\"}, {\"close\": 93840.0, \"datetime\": \"2024-11-25T21:00:00.000\"}, {\"close\": 94479.0, \"datetime\": \"2024-11-25T22:00:00.000\"}, {\"close\": 93064.0, \"datetime\": \"2024-11-25T23:00:00.000\"}, {\"close\": 93903.3, \"datetime\": \"2024-11-26T00:00:00.000\"}, {\"close\": 94909.4, \"datetime\": \"2024-11-26T01:00:00.000\"}, {\"close\": 94645.2, \"datetime\": \"2024-11-26T02:00:00.000\"}, {\"close\": 94537.8, \"datetime\": \"2024-11-26T03:00:00.000\"}, {\"close\": 94366.3, \"datetime\": \"2024-11-26T04:00:00.000\"}, {\"close\": 94713.8, \"datetime\": \"2024-11-26T05:00:00.000\"}, {\"close\": 94553.5, \"datetime\": \"2024-11-26T06:00:00.000\"}, {\"close\": 93842.1, \"datetime\": \"2024-11-26T07:00:00.000\"}, {\"close\": 93221.6, \"datetime\": \"2024-11-26T08:00:00.000\"}, {\"close\": 93614.4, \"datetime\": \"2024-11-26T09:00:00.000\"}, {\"close\": 92414.5, \"datetime\": \"2024-11-26T10:00:00.000\"}, {\"close\": 92420.0, \"datetime\": \"2024-11-26T11:00:00.000\"}, {\"close\": 92234.6, \"datetime\": \"2024-11-26T12:00:00.000\"}, {\"close\": 92248.2, \"datetime\": \"2024-11-26T13:00:00.000\"}, {\"close\": 93338.3, \"datetime\": \"2024-11-26T14:00:00.000\"}, {\"close\": 92877.4, \"datetime\": \"2024-11-26T15:00:00.000\"}, {\"close\": 94098.3, \"datetime\": \"2024-11-26T16:00:00.000\"}, {\"close\": 93636.6, \"datetime\": \"2024-11-26T17:00:00.000\"}, {\"close\": 92202.0, \"datetime\": \"2024-11-26T18:00:00.000\"}, {\"close\": 91760.0, \"datetime\": \"2024-11-26T19:00:00.000\"}, {\"close\": 91124.2, \"datetime\": \"2024-11-26T20:00:00.000\"}, {\"close\": 91762.8, \"datetime\": \"2024-11-26T21:00:00.000\"}, {\"close\": 91888.0, \"datetime\": \"2024-11-26T22:00:00.000\"}, {\"close\": 92021.4, \"datetime\": \"2024-11-26T23:00:00.000\"}, {\"close\": 92012.2, \"datetime\": \"2024-11-27T00:00:00.000\"}, {\"close\": 92821.0, \"datetime\": \"2024-11-27T01:00:00.000\"}, {\"close\": 93002.1, \"datetime\": \"2024-11-27T02:00:00.000\"}, {\"close\": 92645.3, \"datetime\": \"2024-11-27T03:00:00.000\"}, {\"close\": 92639.9, \"datetime\": \"2024-11-27T04:00:00.000\"}, {\"close\": 92830.7, \"datetime\": \"2024-11-27T05:00:00.000\"}, {\"close\": 93122.9, \"datetime\": \"2024-11-27T06:00:00.000\"}, {\"close\": 93651.3, \"datetime\": \"2024-11-27T07:00:00.000\"}, {\"close\": 93489.7, \"datetime\": \"2024-11-27T08:00:00.000\"}, {\"close\": 93472.2, \"datetime\": \"2024-11-27T09:00:00.000\"}, {\"close\": 93867.5, \"datetime\": \"2024-11-27T10:00:00.000\"}, {\"close\": 93423.8, \"datetime\": \"2024-11-27T11:00:00.000\"}, {\"close\": 93555.4, \"datetime\": \"2024-11-27T12:00:00.000\"}, {\"close\": 94328.4, \"datetime\": \"2024-11-27T13:00:00.000\"}, {\"close\": 94894.8, \"datetime\": \"2024-11-27T14:00:00.000\"}, {\"close\": 95610.5, \"datetime\": \"2024-11-27T15:00:00.000\"}, {\"close\": 95725.2, \"datetime\": \"2024-11-27T16:00:00.000\"}, {\"close\": 96284.2, \"datetime\": \"2024-11-27T17:00:00.000\"}, {\"close\": 96162.3, \"datetime\": \"2024-11-27T18:00:00.000\"}, {\"close\": 96670.0, \"datetime\": \"2024-11-27T19:00:00.000\"}, {\"close\": 96545.6, \"datetime\": \"2024-11-27T20:00:00.000\"}, {\"close\": 96322.3, \"datetime\": \"2024-11-27T21:00:00.000\"}, {\"close\": 96087.2, \"datetime\": \"2024-11-27T22:00:00.000\"}, {\"close\": 95905.2, \"datetime\": \"2024-11-27T23:00:00.000\"}, {\"close\": 96607.6, \"datetime\": \"2024-11-28T00:00:00.000\"}, {\"close\": 96329.9, \"datetime\": \"2024-11-28T01:00:00.000\"}, {\"close\": 95764.0, \"datetime\": \"2024-11-28T02:00:00.000\"}, {\"close\": 95523.1, \"datetime\": \"2024-11-28T03:00:00.000\"}, {\"close\": 95796.1, \"datetime\": \"2024-11-28T04:00:00.000\"}, {\"close\": 95513.5, \"datetime\": \"2024-11-28T05:00:00.000\"}, {\"close\": 95544.9, \"datetime\": \"2024-11-28T06:00:00.000\"}, {\"close\": 95371.6, \"datetime\": \"2024-11-28T07:00:00.000\"}, {\"close\": 95522.9, \"datetime\": \"2024-11-28T08:00:00.000\"}, {\"close\": 95031.4, \"datetime\": \"2024-11-28T09:00:00.000\"}, {\"close\": 95020.0, \"datetime\": \"2024-11-28T10:00:00.000\"}, {\"close\": 95509.9, \"datetime\": \"2024-11-28T11:00:00.000\"}, {\"close\": 95546.6, \"datetime\": \"2024-11-28T12:00:00.000\"}, {\"close\": 95773.5, \"datetime\": \"2024-11-28T13:00:00.000\"}, {\"close\": 95432.1, \"datetime\": \"2024-11-28T14:00:00.000\"}, {\"close\": 95067.3, \"datetime\": \"2024-11-28T15:00:00.000\"}, {\"close\": 95013.0, \"datetime\": \"2024-11-28T16:00:00.000\"}, {\"close\": 94927.3, \"datetime\": \"2024-11-28T17:00:00.000\"}, {\"close\": 95362.9, \"datetime\": \"2024-11-28T18:00:00.000\"}, {\"close\": 95196.3, \"datetime\": \"2024-11-28T19:00:00.000\"}, {\"close\": 94889.2, \"datetime\": \"2024-11-28T20:00:00.000\"}, {\"close\": 95193.4, \"datetime\": \"2024-11-28T21:00:00.000\"}, {\"close\": 95714.8, \"datetime\": \"2024-11-28T22:00:00.000\"}, {\"close\": 95694.4, \"datetime\": \"2024-11-28T23:00:00.000\"}, {\"close\": 95525.5, \"datetime\": \"2024-11-29T00:00:00.000\"}, {\"close\": 95975.2, \"datetime\": \"2024-11-29T01:00:00.000\"}, {\"close\": 96798.1, \"datetime\": \"2024-11-29T02:00:00.000\"}, {\"close\": 96646.4, \"datetime\": \"2024-11-29T03:00:00.000\"}, {\"close\": 96321.9, \"datetime\": \"2024-11-29T04:00:00.000\"}, {\"close\": 96219.2, \"datetime\": \"2024-11-29T05:00:00.000\"}, {\"close\": 96320.3, \"datetime\": \"2024-11-29T06:00:00.000\"}, {\"close\": 95690.2, \"datetime\": \"2024-11-29T07:00:00.000\"}, {\"close\": 96057.1, \"datetime\": \"2024-11-29T08:00:00.000\"}, {\"close\": 96431.5, \"datetime\": \"2024-11-29T09:00:00.000\"}, {\"close\": 96922.9, \"datetime\": \"2024-11-29T10:00:00.000\"}, {\"close\": 97302.2, \"datetime\": \"2024-11-29T11:00:00.000\"}, {\"close\": 96988.9, \"datetime\": \"2024-11-29T12:00:00.000\"}, {\"close\": 97280.0, \"datetime\": \"2024-11-29T13:00:00.000\"}, {\"close\": 98082.0, \"datetime\": \"2024-11-29T14:00:00.000\"}, {\"close\": 98076.2, \"datetime\": \"2024-11-29T15:00:00.000\"}, {\"close\": 97841.3, \"datetime\": \"2024-11-29T16:00:00.000\"}, {\"close\": 97028.1, \"datetime\": \"2024-11-29T17:00:00.000\"}, {\"close\": 97233.4, \"datetime\": \"2024-11-29T18:00:00.000\"}, {\"close\": 97380.0, \"datetime\": \"2024-11-29T19:00:00.000\"}, {\"close\": 97358.8, \"datetime\": \"2024-11-29T20:00:00.000\"}, {\"close\": 97440.0, \"datetime\": \"2024-11-29T21:00:00.000\"}, {\"close\": 97348.0, \"datetime\": \"2024-11-29T22:00:00.000\"}, {\"close\": 97516.3, \"datetime\": \"2024-11-29T23:00:00.000\"}, {\"close\": 97023.1, \"datetime\": \"2024-11-30T00:00:00.000\"}, {\"close\": 96500.1, \"datetime\": \"2024-11-30T01:00:00.000\"}, {\"close\": 96671.2, \"datetime\": \"2024-11-30T02:00:00.000\"}, {\"close\": 96708.1, \"datetime\": \"2024-11-30T03:00:00.000\"}, {\"close\": 96744.9, \"datetime\": \"2024-11-30T04:00:00.000\"}, {\"close\": 97154.6, \"datetime\": \"2024-11-30T05:00:00.000\"}, {\"close\": 96699.0, \"datetime\": \"2024-11-30T06:00:00.000\"}, {\"close\": 96843.3, \"datetime\": \"2024-11-30T07:00:00.000\"}, {\"close\": 97006.0, \"datetime\": \"2024-11-30T08:00:00.000\"}, {\"close\": 96834.2, \"datetime\": \"2024-11-30T09:00:00.000\"}, {\"close\": 96202.0, \"datetime\": \"2024-11-30T10:00:00.000\"}, {\"close\": 96321.3, \"datetime\": \"2024-11-30T11:00:00.000\"}, {\"close\": 96613.0, \"datetime\": \"2024-11-30T12:00:00.000\"}, {\"close\": 96463.7, \"datetime\": \"2024-11-30T13:00:00.000\"}, {\"close\": 96516.7, \"datetime\": \"2024-11-30T14:00:00.000\"}, {\"close\": 96707.4, \"datetime\": \"2024-11-30T15:00:00.000\"}, {\"close\": 96937.0, \"datetime\": \"2024-11-30T16:00:00.000\"}, {\"close\": 96843.7, \"datetime\": \"2024-11-30T17:00:00.000\"}, {\"close\": 97019.9, \"datetime\": \"2024-11-30T18:00:00.000\"}, {\"close\": 97072.5, \"datetime\": \"2024-11-30T19:00:00.000\"}, {\"close\": 97042.1, \"datetime\": \"2024-11-30T20:00:00.000\"}, {\"close\": 96845.7, \"datetime\": \"2024-11-30T21:00:00.000\"}, {\"close\": 96529.5, \"datetime\": \"2024-11-30T22:00:00.000\"}, {\"close\": 96475.1, \"datetime\": \"2024-11-30T23:00:00.000\"}, {\"close\": 96403.2, \"datetime\": \"2024-12-01T00:00:00.000\"}, {\"close\": 96164.9, \"datetime\": \"2024-12-01T01:00:00.000\"}, {\"close\": 95844.9, \"datetime\": \"2024-12-01T02:00:00.000\"}, {\"close\": 96404.0, \"datetime\": \"2024-12-01T03:00:00.000\"}, {\"close\": 96572.2, \"datetime\": \"2024-12-01T04:00:00.000\"}, {\"close\": 96384.6, \"datetime\": \"2024-12-01T05:00:00.000\"}, {\"close\": 96391.9, \"datetime\": \"2024-12-01T06:00:00.000\"}, {\"close\": 96525.4, \"datetime\": \"2024-12-01T07:00:00.000\"}, {\"close\": 97100.0, \"datetime\": \"2024-12-01T08:00:00.000\"}, {\"close\": 97087.0, \"datetime\": \"2024-12-01T09:00:00.000\"}, {\"close\": 96867.6, \"datetime\": \"2024-12-01T10:00:00.000\"}, {\"close\": 97163.7, \"datetime\": \"2024-12-01T11:00:00.000\"}, {\"close\": 96830.3, \"datetime\": \"2024-12-01T12:00:00.000\"}, {\"close\": 97134.5, \"datetime\": \"2024-12-01T13:00:00.000\"}, {\"close\": 97343.0, \"datetime\": \"2024-12-01T14:00:00.000\"}, {\"close\": 97081.4, \"datetime\": \"2024-12-01T15:00:00.000\"}, {\"close\": 97273.1, \"datetime\": \"2024-12-01T16:00:00.000\"}, {\"close\": 97375.0, \"datetime\": \"2024-12-01T17:00:00.000\"}, {\"close\": 97185.6, \"datetime\": \"2024-12-01T18:00:00.000\"}, {\"close\": 97242.0, \"datetime\": \"2024-12-01T19:00:00.000\"}, {\"close\": 97169.6, \"datetime\": \"2024-12-01T20:00:00.000\"}, {\"close\": 97848.2, \"datetime\": \"2024-12-01T21:00:00.000\"}, {\"close\": 97645.5, \"datetime\": \"2024-12-01T22:00:00.000\"}, {\"close\": 97265.1, \"datetime\": \"2024-12-01T23:00:00.000\"}, {\"close\": 97524.5, \"datetime\": \"2024-12-02T00:00:00.000\"}, {\"close\": 98079.4, \"datetime\": \"2024-12-02T01:00:00.000\"}, {\"close\": 97730.6, \"datetime\": \"2024-12-02T02:00:00.000\"}, {\"close\": 96549.8, \"datetime\": \"2024-12-02T03:00:00.000\"}, {\"close\": 96780.3, \"datetime\": \"2024-12-02T04:00:00.000\"}, {\"close\": 96444.9, \"datetime\": \"2024-12-02T05:00:00.000\"}, {\"close\": 96349.9, \"datetime\": \"2024-12-02T06:00:00.000\"}, {\"close\": 96053.6, \"datetime\": \"2024-12-02T07:00:00.000\"}, {\"close\": 95123.1, \"datetime\": \"2024-12-02T08:00:00.000\"}, {\"close\": 95545.4, \"datetime\": \"2024-12-02T09:00:00.000\"}, {\"close\": 95029.8, \"datetime\": \"2024-12-02T10:00:00.000\"}, {\"close\": 95191.3, \"datetime\": \"2024-12-02T11:00:00.000\"}, {\"close\": 95033.9, \"datetime\": \"2024-12-02T12:00:00.000\"}, {\"close\": 95739.4, \"datetime\": \"2024-12-02T13:00:00.000\"}, {\"close\": 96374.1, \"datetime\": \"2024-12-02T14:00:00.000\"}, {\"close\": 97106.5, \"datetime\": \"2024-12-02T15:00:00.000\"}, {\"close\": 96224.6, \"datetime\": \"2024-12-02T16:00:00.000\"}, {\"close\": 94650.8, \"datetime\": \"2024-12-02T17:00:00.000\"}, {\"close\": 95694.8, \"datetime\": \"2024-12-02T18:00:00.000\"}, {\"close\": 95873.9, \"datetime\": \"2024-12-02T19:00:00.000\"}, {\"close\": 95735.4, \"datetime\": \"2024-12-02T20:00:00.000\"}, {\"close\": 95470.0, \"datetime\": \"2024-12-02T21:00:00.000\"}, {\"close\": 95434.4, \"datetime\": \"2024-12-02T22:00:00.000\"}, {\"close\": 95890.5, \"datetime\": \"2024-12-02T23:00:00.000\"}, {\"close\": 95861.9, \"datetime\": \"2024-12-03T00:00:00.000\"}, {\"close\": 95591.5, \"datetime\": \"2024-12-03T01:00:00.000\"}, {\"close\": 96119.9, \"datetime\": \"2024-12-03T02:00:00.000\"}, {\"close\": 96136.8, \"datetime\": \"2024-12-03T03:00:00.000\"}, {\"close\": 95990.2, \"datetime\": \"2024-12-03T04:00:00.000\"}, {\"close\": 96215.4, \"datetime\": \"2024-12-03T05:00:00.000\"}, {\"close\": 95701.4, \"datetime\": \"2024-12-03T06:00:00.000\"}, {\"close\": 95608.8, \"datetime\": \"2024-12-03T07:00:00.000\"}, {\"close\": 95585.6, \"datetime\": \"2024-12-03T08:00:00.000\"}, {\"close\": 95313.7, \"datetime\": \"2024-12-03T09:00:00.000\"}, {\"close\": 94743.1, \"datetime\": \"2024-12-03T10:00:00.000\"}, {\"close\": 95045.8, \"datetime\": \"2024-12-03T11:00:00.000\"}, {\"close\": 94875.8, \"datetime\": \"2024-12-03T12:00:00.000\"}, {\"close\": 93775.1, \"datetime\": \"2024-12-03T13:00:00.000\"}, {\"close\": 95298.6, \"datetime\": \"2024-12-03T14:00:00.000\"}, {\"close\": 95743.7, \"datetime\": \"2024-12-03T15:00:00.000\"}, {\"close\": 95175.3, \"datetime\": \"2024-12-03T16:00:00.000\"}, {\"close\": 95895.9, \"datetime\": \"2024-12-03T17:00:00.000\"}, {\"close\": 95548.2, \"datetime\": \"2024-12-03T18:00:00.000\"}, {\"close\": 95512.7, \"datetime\": \"2024-12-03T19:00:00.000\"}, {\"close\": 95673.1, \"datetime\": \"2024-12-03T20:00:00.000\"}, {\"close\": 96069.5, \"datetime\": \"2024-12-03T21:00:00.000\"}, {\"close\": 96184.9, \"datetime\": \"2024-12-03T22:00:00.000\"}, {\"close\": 95913.3, \"datetime\": \"2024-12-03T23:00:00.000\"}, {\"close\": 95823.8, \"datetime\": \"2024-12-04T00:00:00.000\"}, {\"close\": 96298.9, \"datetime\": \"2024-12-04T01:00:00.000\"}, {\"close\": 95864.8, \"datetime\": \"2024-12-04T02:00:00.000\"}, {\"close\": 95852.0, \"datetime\": \"2024-12-04T03:00:00.000\"}, {\"close\": 96076.4, \"datetime\": \"2024-12-04T04:00:00.000\"}, {\"close\": 96557.1, \"datetime\": \"2024-12-04T05:00:00.000\"}, {\"close\": 96609.8, \"datetime\": \"2024-12-04T06:00:00.000\"}, {\"close\": 96652.1, \"datetime\": \"2024-12-04T07:00:00.000\"}, {\"close\": 96746.9, \"datetime\": \"2024-12-04T08:00:00.000\"}, {\"close\": 96897.0, \"datetime\": \"2024-12-04T09:00:00.000\"}, {\"close\": 96602.1, \"datetime\": \"2024-12-04T10:00:00.000\"}, {\"close\": 96270.0, \"datetime\": \"2024-12-04T11:00:00.000\"}, {\"close\": 96038.0, \"datetime\": \"2024-12-04T12:00:00.000\"}, {\"close\": 95731.6, \"datetime\": \"2024-12-04T13:00:00.000\"}, {\"close\": 95880.1, \"datetime\": \"2024-12-04T14:00:00.000\"}, {\"close\": 95813.0, \"datetime\": \"2024-12-04T15:00:00.000\"}, {\"close\": 94895.3, \"datetime\": \"2024-12-04T16:00:00.000\"}, {\"close\": 95609.7, \"datetime\": \"2024-12-04T17:00:00.000\"}, {\"close\": 96188.2, \"datetime\": \"2024-12-04T18:00:00.000\"}, {\"close\": 97283.4, \"datetime\": \"2024-12-04T19:00:00.000\"}, {\"close\": 98803.5, \"datetime\": \"2024-12-04T20:00:00.000\"}, {\"close\": 97782.5, \"datetime\": \"2024-12-04T21:00:00.000\"}, {\"close\": 98233.7, \"datetime\": \"2024-12-04T22:00:00.000\"}, {\"close\": 98669.8, \"datetime\": \"2024-12-04T23:00:00.000\"}, {\"close\": 98376.4, \"datetime\": \"2024-12-05T00:00:00.000\"}, {\"close\": 98254.1, \"datetime\": \"2024-12-05T01:00:00.000\"}, {\"close\": 101540.6, \"datetime\": \"2024-12-05T02:00:00.000\"}, {\"close\": 103084.8, \"datetime\": \"2024-12-05T03:00:00.000\"}, {\"close\": 103459.2, \"datetime\": \"2024-12-05T04:00:00.000\"}, {\"close\": 102591.7, \"datetime\": \"2024-12-05T05:00:00.000\"}, {\"close\": 101960.9, \"datetime\": \"2024-12-05T06:00:00.000\"}, {\"close\": 102292.1, \"datetime\": \"2024-12-05T07:00:00.000\"}, {\"close\": 102847.3, \"datetime\": \"2024-12-05T08:00:00.000\"}, {\"close\": 102800.0, \"datetime\": \"2024-12-05T09:00:00.000\"}, {\"close\": 102388.0, \"datetime\": \"2024-12-05T10:00:00.000\"}, {\"close\": 102668.2, \"datetime\": \"2024-12-05T11:00:00.000\"}, {\"close\": 102956.1, \"datetime\": \"2024-12-05T12:00:00.000\"}, {\"close\": 102885.8, \"datetime\": \"2024-12-05T13:00:00.000\"}, {\"close\": 103600.0, \"datetime\": \"2024-12-05T14:00:00.000\"}, {\"close\": 101350.1, \"datetime\": \"2024-12-05T15:00:00.000\"}, {\"close\": 101113.9, \"datetime\": \"2024-12-05T16:00:00.000\"}, {\"close\": 101346.7, \"datetime\": \"2024-12-05T17:00:00.000\"}, {\"close\": 100258.2, \"datetime\": \"2024-12-05T18:00:00.000\"}, {\"close\": 99111.6, \"datetime\": \"2024-12-05T19:00:00.000\"}, {\"close\": 99125.3, \"datetime\": \"2024-12-05T20:00:00.000\"}, {\"close\": 98968.1, \"datetime\": \"2024-12-05T21:00:00.000\"}, {\"close\": 96616.6, \"datetime\": \"2024-12-05T22:00:00.000\"}, {\"close\": 97001.5, \"datetime\": \"2024-12-05T23:00:00.000\"}, {\"close\": 97614.6, \"datetime\": \"2024-12-06T00:00:00.000\"}, {\"close\": 98175.1, \"datetime\": \"2024-12-06T01:00:00.000\"}, {\"close\": 97657.0, \"datetime\": \"2024-12-06T02:00:00.000\"}, {\"close\": 97802.7, \"datetime\": \"2024-12-06T03:00:00.000\"}, {\"close\": 97939.4, \"datetime\": \"2024-12-06T04:00:00.000\"}, {\"close\": 97916.0, \"datetime\": \"2024-12-06T05:00:00.000\"}, {\"close\": 98137.0, \"datetime\": \"2024-12-06T06:00:00.000\"}, {\"close\": 98209.6, \"datetime\": \"2024-12-06T07:00:00.000\"}, {\"close\": 98400.2, \"datetime\": \"2024-12-06T08:00:00.000\"}, {\"close\": 98059.3, \"datetime\": \"2024-12-06T09:00:00.000\"}, {\"close\": 98193.3, \"datetime\": \"2024-12-06T10:00:00.000\"}, {\"close\": 98127.4, \"datetime\": \"2024-12-06T11:00:00.000\"}, {\"close\": 97692.1, \"datetime\": \"2024-12-06T12:00:00.000\"}, {\"close\": 98649.9, \"datetime\": \"2024-12-06T13:00:00.000\"}, {\"close\": 99524.9, \"datetime\": \"2024-12-06T14:00:00.000\"}, {\"close\": 99358.5, \"datetime\": \"2024-12-06T15:00:00.000\"}, {\"close\": 99055.9, \"datetime\": \"2024-12-06T16:00:00.000\"}, {\"close\": 100915.2, \"datetime\": \"2024-12-06T17:00:00.000\"}, {\"close\": 101446.4, \"datetime\": \"2024-12-06T18:00:00.000\"}, {\"close\": 101532.6, \"datetime\": \"2024-12-06T19:00:00.000\"}, {\"close\": 101448.0, \"datetime\": \"2024-12-06T20:00:00.000\"}, {\"close\": 100463.1, \"datetime\": \"2024-12-06T21:00:00.000\"}, {\"close\": 100584.2, \"datetime\": \"2024-12-06T22:00:00.000\"}, {\"close\": 99802.5, \"datetime\": \"2024-12-06T23:00:00.000\"}, {\"close\": 100339.3, \"datetime\": \"2024-12-07T00:00:00.000\"}, {\"close\": 100119.0, \"datetime\": \"2024-12-07T01:00:00.000\"}, {\"close\": 100008.1, \"datetime\": \"2024-12-07T02:00:00.000\"}, {\"close\": 99383.0, \"datetime\": \"2024-12-07T03:00:00.000\"}, {\"close\": 99570.6, \"datetime\": \"2024-12-07T04:00:00.000\"}, {\"close\": 99204.9, \"datetime\": \"2024-12-07T05:00:00.000\"}, {\"close\": 99392.2, \"datetime\": \"2024-12-07T06:00:00.000\"}, {\"close\": 99442.6, \"datetime\": \"2024-12-07T07:00:00.000\"}, {\"close\": 99473.4, \"datetime\": \"2024-12-07T08:00:00.000\"}, {\"close\": 99728.0, \"datetime\": \"2024-12-07T09:00:00.000\"}, {\"close\": 99585.0, \"datetime\": \"2024-12-07T10:00:00.000\"}, {\"close\": 99660.4, \"datetime\": \"2024-12-07T11:00:00.000\"}, {\"close\": 99486.1, \"datetime\": \"2024-12-07T12:00:00.000\"}, {\"close\": 99409.6, \"datetime\": \"2024-12-07T13:00:00.000\"}, {\"close\": 99528.6, \"datetime\": \"2024-12-07T14:00:00.000\"}, {\"close\": 99811.4, \"datetime\": \"2024-12-07T15:00:00.000\"}, {\"close\": 99700.0, \"datetime\": \"2024-12-07T16:00:00.000\"}, {\"close\": 99702.7, \"datetime\": \"2024-12-07T17:00:00.000\"}, {\"close\": 100190.6, \"datetime\": \"2024-12-07T18:00:00.000\"}, {\"close\": 100140.6, \"datetime\": \"2024-12-07T19:00:00.000\"}, {\"close\": 100377.8, \"datetime\": \"2024-12-07T20:00:00.000\"}, {\"close\": 99930.0, \"datetime\": \"2024-12-07T21:00:00.000\"}, {\"close\": 99655.0, \"datetime\": \"2024-12-07T22:00:00.000\"}, {\"close\": 99899.2, \"datetime\": \"2024-12-07T23:00:00.000\"}, {\"close\": 100043.9, \"datetime\": \"2024-12-08T00:00:00.000\"}, {\"close\": 99915.0, \"datetime\": \"2024-12-08T01:00:00.000\"}, {\"close\": 100225.8, \"datetime\": \"2024-12-08T02:00:00.000\"}, {\"close\": 99996.7, \"datetime\": \"2024-12-08T03:00:00.000\"}, {\"close\": 99820.4, \"datetime\": \"2024-12-08T04:00:00.000\"}, {\"close\": 99595.8, \"datetime\": \"2024-12-08T05:00:00.000\"}, {\"close\": 99745.3, \"datetime\": \"2024-12-08T06:00:00.000\"}, {\"close\": 99741.5, \"datetime\": \"2024-12-08T07:00:00.000\"}, {\"close\": 99034.5, \"datetime\": \"2024-12-08T08:00:00.000\"}, {\"close\": 98942.0, \"datetime\": \"2024-12-08T09:00:00.000\"}, {\"close\": 99301.7, \"datetime\": \"2024-12-08T10:00:00.000\"}, {\"close\": 99755.3, \"datetime\": \"2024-12-08T11:00:00.000\"}, {\"close\": 99986.1, \"datetime\": \"2024-12-08T12:00:00.000\"}, {\"close\": 100480.0, \"datetime\": \"2024-12-08T13:00:00.000\"}, {\"close\": 99802.5, \"datetime\": \"2024-12-08T14:00:00.000\"}, {\"close\": 99975.0, \"datetime\": \"2024-12-08T15:00:00.000\"}, {\"close\": 99899.6, \"datetime\": \"2024-12-08T16:00:00.000\"}, {\"close\": 100023.4, \"datetime\": \"2024-12-08T17:00:00.000\"}, {\"close\": 99733.3, \"datetime\": \"2024-12-08T18:00:00.000\"}, {\"close\": 100182.3, \"datetime\": \"2024-12-08T19:00:00.000\"}, {\"close\": 99870.7, \"datetime\": \"2024-12-08T20:00:00.000\"}, {\"close\": 100105.8, \"datetime\": \"2024-12-08T21:00:00.000\"}, {\"close\": 100300.0, \"datetime\": \"2024-12-08T22:00:00.000\"}, {\"close\": 101200.0, \"datetime\": \"2024-12-08T23:00:00.000\"}, {\"close\": 99728.3, \"datetime\": \"2024-12-09T00:00:00.000\"}, {\"close\": 99600.3, \"datetime\": \"2024-12-09T01:00:00.000\"}, {\"close\": 99277.1, \"datetime\": \"2024-12-09T02:00:00.000\"}, {\"close\": 99180.0, \"datetime\": \"2024-12-09T03:00:00.000\"}, {\"close\": 99515.2, \"datetime\": \"2024-12-09T04:00:00.000\"}, {\"close\": 99500.0, \"datetime\": \"2024-12-09T05:00:00.000\"}, {\"close\": 99106.6, \"datetime\": \"2024-12-09T06:00:00.000\"}, {\"close\": 99637.1, \"datetime\": \"2024-12-09T07:00:00.000\"}, {\"close\": 98972.4, \"datetime\": \"2024-12-09T08:00:00.000\"}, {\"close\": 98459.3, \"datetime\": \"2024-12-09T09:00:00.000\"}, {\"close\": 98772.9, \"datetime\": \"2024-12-09T10:00:00.000\"}, {\"close\": 98157.4, \"datetime\": \"2024-12-09T11:00:00.000\"}, {\"close\": 98653.6, \"datetime\": \"2024-12-09T12:00:00.000\"}, {\"close\": 99063.5, \"datetime\": \"2024-12-09T13:00:00.000\"}, {\"close\": 100207.3, \"datetime\": \"2024-12-09T14:00:00.000\"}, {\"close\": 97856.0, \"datetime\": \"2024-12-09T15:00:00.000\"}, {\"close\": 97884.6, \"datetime\": \"2024-12-09T16:00:00.000\"}, {\"close\": 97406.2, \"datetime\": \"2024-12-09T17:00:00.000\"}, {\"close\": 97833.6, \"datetime\": \"2024-12-09T18:00:00.000\"}, {\"close\": 97126.8, \"datetime\": \"2024-12-09T19:00:00.000\"}, {\"close\": 96296.7, \"datetime\": \"2024-12-09T20:00:00.000\"}, {\"close\": 96952.8, \"datetime\": \"2024-12-09T21:00:00.000\"}, {\"close\": 97040.1, \"datetime\": \"2024-12-09T22:00:00.000\"}, {\"close\": 97349.1, \"datetime\": \"2024-12-09T23:00:00.000\"}, {\"close\": 97912.5, \"datetime\": \"2024-12-10T00:00:00.000\"}, {\"close\": 97977.3, \"datetime\": \"2024-12-10T01:00:00.000\"}, {\"close\": 96700.1, \"datetime\": \"2024-12-10T02:00:00.000\"}, {\"close\": 96958.0, \"datetime\": \"2024-12-10T03:00:00.000\"}, {\"close\": 97069.7, \"datetime\": \"2024-12-10T04:00:00.000\"}, {\"close\": 96983.0, \"datetime\": \"2024-12-10T05:00:00.000\"}, {\"close\": 97485.4, \"datetime\": \"2024-12-10T06:00:00.000\"}, {\"close\": 97217.7, \"datetime\": \"2024-12-10T07:00:00.000\"}, {\"close\": 97410.5, \"datetime\": \"2024-12-10T08:00:00.000\"}, {\"close\": 97517.2, \"datetime\": \"2024-12-10T09:00:00.000\"}, {\"close\": 97715.9, \"datetime\": \"2024-12-10T10:00:00.000\"}, {\"close\": 97745.8, \"datetime\": \"2024-12-10T11:00:00.000\"}, {\"close\": 97189.3, \"datetime\": \"2024-12-10T12:00:00.000\"}, {\"close\": 97750.5, \"datetime\": \"2024-12-10T13:00:00.000\"}, {\"close\": 97837.7, \"datetime\": \"2024-12-10T14:00:00.000\"}, {\"close\": 95687.9, \"datetime\": \"2024-12-10T15:00:00.000\"}, {\"close\": 96358.0, \"datetime\": \"2024-12-10T16:00:00.000\"}, {\"close\": 94505.4, \"datetime\": \"2024-12-10T17:00:00.000\"}, {\"close\": 95135.7, \"datetime\": \"2024-12-10T18:00:00.000\"}, {\"close\": 95862.9, \"datetime\": \"2024-12-10T19:00:00.000\"}, {\"close\": 96432.3, \"datetime\": \"2024-12-10T20:00:00.000\"}, {\"close\": 96870.6, \"datetime\": \"2024-12-10T21:00:00.000\"}, {\"close\": 96849.7, \"datetime\": \"2024-12-10T22:00:00.000\"}, {\"close\": 96602.4, \"datetime\": \"2024-12-10T23:00:00.000\"}, {\"close\": 96411.5, \"datetime\": \"2024-12-11T00:00:00.000\"}, {\"close\": 95755.5, \"datetime\": \"2024-12-11T01:00:00.000\"}, {\"close\": 97222.8, \"datetime\": \"2024-12-11T02:00:00.000\"}, {\"close\": 97406.8, \"datetime\": \"2024-12-11T03:00:00.000\"}, {\"close\": 97550.7, \"datetime\": \"2024-12-11T04:00:00.000\"}, {\"close\": 97507.5, \"datetime\": \"2024-12-11T05:00:00.000\"}, {\"close\": 97693.8, \"datetime\": \"2024-12-11T06:00:00.000\"}, {\"close\": 97337.9, \"datetime\": \"2024-12-11T07:00:00.000\"}, {\"close\": 98114.1, \"datetime\": \"2024-12-11T08:00:00.000\"}, {\"close\": 98001.7, \"datetime\": \"2024-12-11T09:00:00.000\"}, {\"close\": 98203.0, \"datetime\": \"2024-12-11T10:00:00.000\"}, {\"close\": 98289.7, \"datetime\": \"2024-12-11T11:00:00.000\"}, {\"close\": 98221.9, \"datetime\": \"2024-12-11T12:00:00.000\"}, {\"close\": 98724.8, \"datetime\": \"2024-12-11T13:00:00.000\"}, {\"close\": 99500.0, \"datetime\": \"2024-12-11T14:00:00.000\"}, {\"close\": 100352.7, \"datetime\": \"2024-12-11T15:00:00.000\"}, {\"close\": 100568.5, \"datetime\": \"2024-12-11T16:00:00.000\"}, {\"close\": 99763.2, \"datetime\": \"2024-12-11T17:00:00.000\"}, {\"close\": 100370.4, \"datetime\": \"2024-12-11T18:00:00.000\"}, {\"close\": 101094.1, \"datetime\": \"2024-12-11T19:00:00.000\"}, {\"close\": 101249.0, \"datetime\": \"2024-12-11T20:00:00.000\"}, {\"close\": 101491.2, \"datetime\": \"2024-12-11T21:00:00.000\"}, {\"close\": 101188.1, \"datetime\": \"2024-12-11T22:00:00.000\"}, {\"close\": 101115.3, \"datetime\": \"2024-12-11T23:00:00.000\"}, {\"close\": 100750.8, \"datetime\": \"2024-12-12T00:00:00.000\"}, {\"close\": 100485.9, \"datetime\": \"2024-12-12T01:00:00.000\"}, {\"close\": 101804.8, \"datetime\": \"2024-12-12T02:00:00.000\"}, {\"close\": 101000.0, \"datetime\": \"2024-12-12T03:00:00.000\"}, {\"close\": 100669.5, \"datetime\": \"2024-12-12T04:00:00.000\"}, {\"close\": 100588.0, \"datetime\": \"2024-12-12T05:00:00.000\"}, {\"close\": 100560.8, \"datetime\": \"2024-12-12T06:00:00.000\"}, {\"close\": 100481.6, \"datetime\": \"2024-12-12T07:00:00.000\"}, {\"close\": 100977.3, \"datetime\": \"2024-12-12T08:00:00.000\"}, {\"close\": 100800.0, \"datetime\": \"2024-12-12T09:00:00.000\"}, {\"close\": 100583.6, \"datetime\": \"2024-12-12T10:00:00.000\"}, {\"close\": 100339.8, \"datetime\": \"2024-12-12T11:00:00.000\"}, {\"close\": 100811.5, \"datetime\": \"2024-12-12T12:00:00.000\"}, {\"close\": 100894.6, \"datetime\": \"2024-12-12T13:00:00.000\"}, {\"close\": 101678.3, \"datetime\": \"2024-12-12T14:00:00.000\"}, {\"close\": 101775.1, \"datetime\": \"2024-12-12T15:00:00.000\"}, {\"close\": 101449.8, \"datetime\": \"2024-12-12T16:00:00.000\"}, {\"close\": 101600.1, \"datetime\": \"2024-12-12T17:00:00.000\"}, {\"close\": 100833.9, \"datetime\": \"2024-12-12T18:00:00.000\"}, {\"close\": 99455.1, \"datetime\": \"2024-12-12T19:00:00.000\"}, {\"close\": 99992.8, \"datetime\": \"2024-12-12T20:00:00.000\"}, {\"close\": 99727.9, \"datetime\": \"2024-12-12T21:00:00.000\"}, {\"close\": 100419.2, \"datetime\": \"2024-12-12T22:00:00.000\"}, {\"close\": 99982.4, \"datetime\": \"2024-12-12T23:00:00.000\"}, {\"close\": 100060.0, \"datetime\": \"2024-12-13T00:00:00.000\"}, {\"close\": 99290.0, \"datetime\": \"2024-12-13T01:00:00.000\"}, {\"close\": 99446.9, \"datetime\": \"2024-12-13T02:00:00.000\"}, {\"close\": 99690.6, \"datetime\": \"2024-12-13T03:00:00.000\"}, {\"close\": 99973.8, \"datetime\": \"2024-12-13T04:00:00.000\"}, {\"close\": 99858.8, \"datetime\": \"2024-12-13T05:00:00.000\"}, {\"close\": 99655.0, \"datetime\": \"2024-12-13T06:00:00.000\"}, {\"close\": 100100.0, \"datetime\": \"2024-12-13T07:00:00.000\"}, {\"close\": 100248.4, \"datetime\": \"2024-12-13T08:00:00.000\"}, {\"close\": 100071.2, \"datetime\": \"2024-12-13T09:00:00.000\"}, {\"close\": 100436.7, \"datetime\": \"2024-12-13T10:00:00.000\"}, {\"close\": 100331.3, \"datetime\": \"2024-12-13T11:00:00.000\"}, {\"close\": 100278.1, \"datetime\": \"2024-12-13T12:00:00.000\"}, {\"close\": 100274.6, \"datetime\": \"2024-12-13T13:00:00.000\"}, {\"close\": 101000.0, \"datetime\": \"2024-12-13T14:00:00.000\"}, {\"close\": 99831.0, \"datetime\": \"2024-12-13T15:00:00.000\"}, {\"close\": 100950.1, \"datetime\": \"2024-12-13T16:00:00.000\"}, {\"close\": 101704.1, \"datetime\": \"2024-12-13T17:00:00.000\"}, {\"close\": 101450.0, \"datetime\": \"2024-12-13T18:00:00.000\"}, {\"close\": 101416.0, \"datetime\": \"2024-12-13T19:00:00.000\"}, {\"close\": 101628.0, \"datetime\": \"2024-12-13T20:00:00.000\"}, {\"close\": 101242.4, \"datetime\": \"2024-12-13T21:00:00.000\"}, {\"close\": 101192.7, \"datetime\": \"2024-12-13T22:00:00.000\"}, {\"close\": 101371.9, \"datetime\": \"2024-12-13T23:00:00.000\"}, {\"close\": 101257.3, \"datetime\": \"2024-12-14T00:00:00.000\"}, {\"close\": 102112.9, \"datetime\": \"2024-12-14T01:00:00.000\"}, {\"close\": 101994.5, \"datetime\": \"2024-12-14T02:00:00.000\"}, {\"close\": 102040.7, \"datetime\": \"2024-12-14T03:00:00.000\"}, {\"close\": 101645.0, \"datetime\": \"2024-12-14T04:00:00.000\"}, {\"close\": 101699.9, \"datetime\": \"2024-12-14T05:00:00.000\"}, {\"close\": 101874.4, \"datetime\": \"2024-12-14T06:00:00.000\"}, {\"close\": 101787.0, \"datetime\": \"2024-12-14T07:00:00.000\"}, {\"close\": 101774.1, \"datetime\": \"2024-12-14T08:00:00.000\"}, {\"close\": 101524.1, \"datetime\": \"2024-12-14T09:00:00.000\"}, {\"close\": 101525.2, \"datetime\": \"2024-12-14T10:00:00.000\"}, {\"close\": 101562.7, \"datetime\": \"2024-12-14T11:00:00.000\"}, {\"close\": 101269.8, \"datetime\": \"2024-12-14T12:00:00.000\"}, {\"close\": 101138.7, \"datetime\": \"2024-12-14T13:00:00.000\"}, {\"close\": 101411.0, \"datetime\": \"2024-12-14T14:00:00.000\"}, {\"close\": 101601.9, \"datetime\": \"2024-12-14T15:00:00.000\"}, {\"close\": 101632.3, \"datetime\": \"2024-12-14T16:00:00.000\"}, {\"close\": 100952.0, \"datetime\": \"2024-12-14T17:00:00.000\"}, {\"close\": 100869.1, \"datetime\": \"2024-12-14T18:00:00.000\"}, {\"close\": 101293.0, \"datetime\": \"2024-12-14T19:00:00.000\"}, {\"close\": 100729.6, \"datetime\": \"2024-12-14T20:00:00.000\"}, {\"close\": 101050.7, \"datetime\": \"2024-12-14T21:00:00.000\"}, {\"close\": 101095.1, \"datetime\": \"2024-12-14T22:00:00.000\"}, {\"close\": 101381.0, \"datetime\": \"2024-12-14T23:00:00.000\"}, {\"close\": 101416.3, \"datetime\": \"2024-12-15T00:00:00.000\"}, {\"close\": 102073.4, \"datetime\": \"2024-12-15T01:00:00.000\"}, {\"close\": 101775.1, \"datetime\": \"2024-12-15T02:00:00.000\"}, {\"close\": 101700.1, \"datetime\": \"2024-12-15T03:00:00.000\"}, {\"close\": 102327.0, \"datetime\": \"2024-12-15T04:00:00.000\"}, {\"close\": 102117.5, \"datetime\": \"2024-12-15T05:00:00.000\"}, {\"close\": 101701.1, \"datetime\": \"2024-12-15T06:00:00.000\"}, {\"close\": 101671.9, \"datetime\": \"2024-12-15T07:00:00.000\"}, {\"close\": 101960.1, \"datetime\": \"2024-12-15T08:00:00.000\"}, {\"close\": 102207.2, \"datetime\": \"2024-12-15T09:00:00.000\"}, {\"close\": 102230.7, \"datetime\": \"2024-12-15T10:00:00.000\"}, {\"close\": 102623.1, \"datetime\": \"2024-12-15T11:00:00.000\"}, {\"close\": 102926.4, \"datetime\": \"2024-12-15T12:00:00.000\"}, {\"close\": 102751.7, \"datetime\": \"2024-12-15T13:00:00.000\"}, {\"close\": 102965.8, \"datetime\": \"2024-12-15T14:00:00.000\"}, {\"close\": 102668.5, \"datetime\": \"2024-12-15T15:00:00.000\"}, {\"close\": 103099.1, \"datetime\": \"2024-12-15T16:00:00.000\"}, {\"close\": 103124.3, \"datetime\": \"2024-12-15T17:00:00.000\"}, {\"close\": 103183.3, \"datetime\": \"2024-12-15T18:00:00.000\"}, {\"close\": 103227.7, \"datetime\": \"2024-12-15T19:00:00.000\"}, {\"close\": 103121.7, \"datetime\": \"2024-12-15T20:00:00.000\"}, {\"close\": 102831.7, \"datetime\": \"2024-12-15T21:00:00.000\"}, {\"close\": 103235.7, \"datetime\": \"2024-12-15T22:00:00.000\"}, {\"close\": 104460.4, \"datetime\": \"2024-12-15T23:00:00.000\"}, {\"close\": 105435.2, \"datetime\": \"2024-12-16T00:00:00.000\"}, {\"close\": 105516.8, \"datetime\": \"2024-12-16T01:00:00.000\"}, {\"close\": 104564.4, \"datetime\": \"2024-12-16T02:00:00.000\"}, {\"close\": 104560.0, \"datetime\": \"2024-12-16T03:00:00.000\"}, {\"close\": 104646.4, \"datetime\": \"2024-12-16T04:00:00.000\"}, {\"close\": 105003.4, \"datetime\": \"2024-12-16T05:00:00.000\"}, {\"close\": 105130.0, \"datetime\": \"2024-12-16T06:00:00.000\"}, {\"close\": 104949.9, \"datetime\": \"2024-12-16T07:00:00.000\"}, {\"close\": 104506.4, \"datetime\": \"2024-12-16T08:00:00.000\"}, {\"close\": 104642.2, \"datetime\": \"2024-12-16T09:00:00.000\"}, {\"close\": 104660.4, \"datetime\": \"2024-12-16T10:00:00.000\"}, {\"close\": 103717.8, \"datetime\": \"2024-12-16T11:00:00.000\"}, {\"close\": 103604.7, \"datetime\": \"2024-12-16T12:00:00.000\"}, {\"close\": 103859.6, \"datetime\": \"2024-12-16T13:00:00.000\"}, {\"close\": 105453.9, \"datetime\": \"2024-12-16T14:00:00.000\"}, {\"close\": 106281.2, \"datetime\": \"2024-12-16T15:00:00.000\"}, {\"close\": 106769.1, \"datetime\": \"2024-12-16T16:00:00.000\"}, {\"close\": 107026.9, \"datetime\": \"2024-12-16T17:00:00.000\"}, {\"close\": 107039.5, \"datetime\": \"2024-12-16T18:00:00.000\"}, {\"close\": 106546.0, \"datetime\": \"2024-12-16T19:00:00.000\"}, {\"close\": 105758.0, \"datetime\": \"2024-12-16T20:00:00.000\"}, {\"close\": 106011.8, \"datetime\": \"2024-12-16T21:00:00.000\"}, {\"close\": 105771.2, \"datetime\": \"2024-12-16T22:00:00.000\"}, {\"close\": 106023.2, \"datetime\": \"2024-12-16T23:00:00.000\"}, {\"close\": 105811.7, \"datetime\": \"2024-12-17T00:00:00.000\"}, {\"close\": 106323.1, \"datetime\": \"2024-12-17T01:00:00.000\"}, {\"close\": 106217.6, \"datetime\": \"2024-12-17T02:00:00.000\"}, {\"close\": 106824.4, \"datetime\": \"2024-12-17T03:00:00.000\"}, {\"close\": 106465.1, \"datetime\": \"2024-12-17T04:00:00.000\"}, {\"close\": 106784.1, \"datetime\": \"2024-12-17T05:00:00.000\"}, {\"close\": 106505.8, \"datetime\": \"2024-12-17T06:00:00.000\"}, {\"close\": 106784.0, \"datetime\": \"2024-12-17T07:00:00.000\"}, {\"close\": 107360.5, \"datetime\": \"2024-12-17T08:00:00.000\"}, {\"close\": 107267.4, \"datetime\": \"2024-12-17T09:00:00.000\"}, {\"close\": 107182.0, \"datetime\": \"2024-12-17T10:00:00.000\"}, {\"close\": 106777.2, \"datetime\": \"2024-12-17T11:00:00.000\"}, {\"close\": 107087.2, \"datetime\": \"2024-12-17T12:00:00.000\"}, {\"close\": 107260.2, \"datetime\": \"2024-12-17T13:00:00.000\"}, {\"close\": 108220.3, \"datetime\": \"2024-12-17T14:00:00.000\"}, {\"close\": 106429.9, \"datetime\": \"2024-12-17T15:00:00.000\"}, {\"close\": 107031.9, \"datetime\": \"2024-12-17T16:00:00.000\"}, {\"close\": 107458.5, \"datetime\": \"2024-12-17T17:00:00.000\"}, {\"close\": 106526.6, \"datetime\": \"2024-12-17T18:00:00.000\"}, {\"close\": 106450.5, \"datetime\": \"2024-12-17T19:00:00.000\"}, {\"close\": 106683.2, \"datetime\": \"2024-12-17T20:00:00.000\"}, {\"close\": 106369.0, \"datetime\": \"2024-12-17T21:00:00.000\"}, {\"close\": 105907.6, \"datetime\": \"2024-12-17T22:00:00.000\"}, {\"close\": 106074.6, \"datetime\": \"2024-12-17T23:00:00.000\"}, {\"close\": 106050.5, \"datetime\": \"2024-12-18T00:00:00.000\"}, {\"close\": 105293.4, \"datetime\": \"2024-12-18T01:00:00.000\"}, {\"close\": 105268.2, \"datetime\": \"2024-12-18T02:00:00.000\"}, {\"close\": 104716.8, \"datetime\": \"2024-12-18T03:00:00.000\"}, {\"close\": 103836.4, \"datetime\": \"2024-12-18T04:00:00.000\"}, {\"close\": 103530.1, \"datetime\": \"2024-12-18T05:00:00.000\"}, {\"close\": 103751.3, \"datetime\": \"2024-12-18T06:00:00.000\"}, {\"close\": 104200.1, \"datetime\": \"2024-12-18T07:00:00.000\"}, {\"close\": 103764.0, \"datetime\": \"2024-12-18T08:00:00.000\"}, {\"close\": 104015.2, \"datetime\": \"2024-12-18T09:00:00.000\"}, {\"close\": 104499.1, \"datetime\": \"2024-12-18T10:00:00.000\"}, {\"close\": 104978.6, \"datetime\": \"2024-12-18T11:00:00.000\"}, {\"close\": 104883.1, \"datetime\": \"2024-12-18T12:00:00.000\"}, {\"close\": 104554.6, \"datetime\": \"2024-12-18T13:00:00.000\"}, {\"close\": 103986.7, \"datetime\": \"2024-12-18T14:00:00.000\"}, {\"close\": 104395.1, \"datetime\": \"2024-12-18T15:00:00.000\"}, {\"close\": 104154.2, \"datetime\": \"2024-12-18T16:00:00.000\"}, {\"close\": 104617.3, \"datetime\": \"2024-12-18T17:00:00.000\"}, {\"close\": 104771.6, \"datetime\": \"2024-12-18T18:00:00.000\"}, {\"close\": 102782.1, \"datetime\": \"2024-12-18T19:00:00.000\"}, {\"close\": 100836.1, \"datetime\": \"2024-12-18T20:00:00.000\"}, {\"close\": 100982.3, \"datetime\": \"2024-12-18T21:00:00.000\"}, {\"close\": 101122.4, \"datetime\": \"2024-12-18T22:00:00.000\"}, {\"close\": 100181.1, \"datetime\": \"2024-12-18T23:00:00.000\"}, {\"close\": 100812.9, \"datetime\": \"2024-12-19T00:00:00.000\"}, {\"close\": 99753.6, \"datetime\": \"2024-12-19T01:00:00.000\"}, {\"close\": 100526.3, \"datetime\": \"2024-12-19T02:00:00.000\"}, {\"close\": 101163.3, \"datetime\": \"2024-12-19T03:00:00.000\"}, {\"close\": 100653.5, \"datetime\": \"2024-12-19T04:00:00.000\"}, {\"close\": 101270.9, \"datetime\": \"2024-12-19T05:00:00.000\"}, {\"close\": 101159.8, \"datetime\": \"2024-12-19T06:00:00.000\"}, {\"close\": 101615.2, \"datetime\": \"2024-12-19T07:00:00.000\"}, {\"close\": 101612.9, \"datetime\": \"2024-12-19T08:00:00.000\"}, {\"close\": 101784.9, \"datetime\": \"2024-12-19T09:00:00.000\"}, {\"close\": 102378.7, \"datetime\": \"2024-12-19T10:00:00.000\"}, {\"close\": 102419.9, \"datetime\": \"2024-12-19T11:00:00.000\"}, {\"close\": 101983.3, \"datetime\": \"2024-12-19T12:00:00.000\"}, {\"close\": 101924.7, \"datetime\": \"2024-12-19T13:00:00.000\"}, {\"close\": 100908.2, \"datetime\": \"2024-12-19T14:00:00.000\"}, {\"close\": 100631.1, \"datetime\": \"2024-12-19T15:00:00.000\"}, {\"close\": 100680.9, \"datetime\": \"2024-12-19T16:00:00.000\"}, {\"close\": 98815.9, \"datetime\": \"2024-12-19T17:00:00.000\"}, {\"close\": 98883.6, \"datetime\": \"2024-12-19T18:00:00.000\"}, {\"close\": 97172.1, \"datetime\": \"2024-12-19T19:00:00.000\"}, {\"close\": 96407.4, \"datetime\": \"2024-12-19T20:00:00.000\"}, {\"close\": 97393.2, \"datetime\": \"2024-12-19T21:00:00.000\"}, {\"close\": 98331.9, \"datetime\": \"2024-12-19T22:00:00.000\"}, {\"close\": 97434.4, \"datetime\": \"2024-12-19T23:00:00.000\"}, {\"close\": 97210.4, \"datetime\": \"2024-12-20T00:00:00.000\"}, {\"close\": 96307.4, \"datetime\": \"2024-12-20T01:00:00.000\"}, {\"close\": 97594.3, \"datetime\": \"2024-12-20T02:00:00.000\"}, {\"close\": 97083.2, \"datetime\": \"2024-12-20T03:00:00.000\"}, {\"close\": 97277.5, \"datetime\": \"2024-12-20T04:00:00.000\"}, {\"close\": 96715.3, \"datetime\": \"2024-12-20T05:00:00.000\"}, {\"close\": 97271.9, \"datetime\": \"2024-12-20T06:00:00.000\"}, {\"close\": 97826.1, \"datetime\": \"2024-12-20T07:00:00.000\"}, {\"close\": 95468.4, \"datetime\": \"2024-12-20T08:00:00.000\"}, {\"close\": 94812.0, \"datetime\": \"2024-12-20T09:00:00.000\"}, {\"close\": 94377.3, \"datetime\": \"2024-12-20T10:00:00.000\"}, {\"close\": 92715.1, \"datetime\": \"2024-12-20T11:00:00.000\"}, {\"close\": 93924.6, \"datetime\": \"2024-12-20T12:00:00.000\"}, {\"close\": 95188.0, \"datetime\": \"2024-12-20T13:00:00.000\"}, {\"close\": 95606.1, \"datetime\": \"2024-12-20T14:00:00.000\"}, {\"close\": 96961.3, \"datetime\": \"2024-12-20T15:00:00.000\"}, {\"close\": 96687.5, \"datetime\": \"2024-12-20T16:00:00.000\"}, {\"close\": 97170.1, \"datetime\": \"2024-12-20T17:00:00.000\"}, {\"close\": 96955.7, \"datetime\": \"2024-12-20T18:00:00.000\"}, {\"close\": 97079.6, \"datetime\": \"2024-12-20T19:00:00.000\"}, {\"close\": 96426.6, \"datetime\": \"2024-12-20T20:00:00.000\"}, {\"close\": 96602.6, \"datetime\": \"2024-12-20T21:00:00.000\"}, {\"close\": 97419.9, \"datetime\": \"2024-12-20T22:00:00.000\"}, {\"close\": 97764.4, \"datetime\": \"2024-12-20T23:00:00.000\"}, {\"close\": 97488.3, \"datetime\": \"2024-12-21T00:00:00.000\"}, {\"close\": 97306.1, \"datetime\": \"2024-12-21T01:00:00.000\"}, {\"close\": 97342.1, \"datetime\": \"2024-12-21T02:00:00.000\"}, {\"close\": 97444.9, \"datetime\": \"2024-12-21T03:00:00.000\"}, {\"close\": 97534.0, \"datetime\": \"2024-12-21T04:00:00.000\"}, {\"close\": 98644.1, \"datetime\": \"2024-12-21T05:00:00.000\"}, {\"close\": 98673.9, \"datetime\": \"2024-12-21T06:00:00.000\"}, {\"close\": 98988.1, \"datetime\": \"2024-12-21T07:00:00.000\"}, {\"close\": 98601.7, \"datetime\": \"2024-12-21T08:00:00.000\"}, {\"close\": 98514.7, \"datetime\": \"2024-12-21T09:00:00.000\"}, {\"close\": 98091.9, \"datetime\": \"2024-12-21T10:00:00.000\"}, {\"close\": 98225.3, \"datetime\": \"2024-12-21T11:00:00.000\"}, {\"close\": 97109.8, \"datetime\": \"2024-12-21T12:00:00.000\"}, {\"close\": 97300.1, \"datetime\": \"2024-12-21T13:00:00.000\"}, {\"close\": 97049.6, \"datetime\": \"2024-12-21T14:00:00.000\"}, {\"close\": 97486.5, \"datetime\": \"2024-12-21T15:00:00.000\"}, {\"close\": 97259.1, \"datetime\": \"2024-12-21T16:00:00.000\"}, {\"close\": 97563.4, \"datetime\": \"2024-12-21T17:00:00.000\"}, {\"close\": 97382.1, \"datetime\": \"2024-12-21T18:00:00.000\"}, {\"close\": 97242.2, \"datetime\": \"2024-12-21T19:00:00.000\"}, {\"close\": 97435.1, \"datetime\": \"2024-12-21T20:00:00.000\"}, {\"close\": 96864.0, \"datetime\": \"2024-12-21T21:00:00.000\"}, {\"close\": 97120.7, \"datetime\": \"2024-12-21T22:00:00.000\"}, {\"close\": 97261.8, \"datetime\": \"2024-12-21T23:00:00.000\"}, {\"close\": 97217.8, \"datetime\": \"2024-12-22T00:00:00.000\"}, {\"close\": 97024.9, \"datetime\": \"2024-12-22T01:00:00.000\"}, {\"close\": 96691.4, \"datetime\": \"2024-12-22T02:00:00.000\"}, {\"close\": 96965.1, \"datetime\": \"2024-12-22T03:00:00.000\"}, {\"close\": 96062.1, \"datetime\": \"2024-12-22T04:00:00.000\"}, {\"close\": 96135.3, \"datetime\": \"2024-12-22T05:00:00.000\"}, {\"close\": 96710.0, \"datetime\": \"2024-12-22T06:00:00.000\"}, {\"close\": 96192.1, \"datetime\": \"2024-12-22T07:00:00.000\"}, {\"close\": 96505.6, \"datetime\": \"2024-12-22T08:00:00.000\"}, {\"close\": 96895.1, \"datetime\": \"2024-12-22T09:00:00.000\"}, {\"close\": 96970.0, \"datetime\": \"2024-12-22T10:00:00.000\"}, {\"close\": 97054.8, \"datetime\": \"2024-12-22T11:00:00.000\"}, {\"close\": 96948.3, \"datetime\": \"2024-12-22T12:00:00.000\"}, {\"close\": 96943.7, \"datetime\": \"2024-12-22T13:00:00.000\"}, {\"close\": 95330.0, \"datetime\": \"2024-12-22T14:00:00.000\"}, {\"close\": 95341.0, \"datetime\": \"2024-12-22T15:00:00.000\"}, {\"close\": 95680.0, \"datetime\": \"2024-12-22T16:00:00.000\"}, {\"close\": 95578.2, \"datetime\": \"2024-12-22T17:00:00.000\"}, {\"close\": 95913.4, \"datetime\": \"2024-12-22T18:00:00.000\"}, {\"close\": 94795.4, \"datetime\": \"2024-12-22T19:00:00.000\"}, {\"close\": 95559.9, \"datetime\": \"2024-12-22T20:00:00.000\"}, {\"close\": 95161.7, \"datetime\": \"2024-12-22T21:00:00.000\"}, {\"close\": 95514.1, \"datetime\": \"2024-12-22T22:00:00.000\"}, {\"close\": 95153.5, \"datetime\": \"2024-12-22T23:00:00.000\"}, {\"close\": 94371.2, \"datetime\": \"2024-12-23T00:00:00.000\"}, {\"close\": 94431.0, \"datetime\": \"2024-12-23T01:00:00.000\"}, {\"close\": 94684.8, \"datetime\": \"2024-12-23T02:00:00.000\"}, {\"close\": 95989.9, \"datetime\": \"2024-12-23T03:00:00.000\"}, {\"close\": 95810.2, \"datetime\": \"2024-12-23T04:00:00.000\"}, {\"close\": 95572.8, \"datetime\": \"2024-12-23T05:00:00.000\"}, {\"close\": 94783.6, \"datetime\": \"2024-12-23T06:00:00.000\"}, {\"close\": 95360.5, \"datetime\": \"2024-12-23T07:00:00.000\"}, {\"close\": 95464.4, \"datetime\": \"2024-12-23T08:00:00.000\"}, {\"close\": 95974.8, \"datetime\": \"2024-12-23T09:00:00.000\"}, {\"close\": 96342.9, \"datetime\": \"2024-12-23T10:00:00.000\"}, {\"close\": 95899.4, \"datetime\": \"2024-12-23T11:00:00.000\"}, {\"close\": 96258.3, \"datetime\": \"2024-12-23T12:00:00.000\"}, {\"close\": 94881.7, \"datetime\": \"2024-12-23T13:00:00.000\"}, {\"close\": 94380.0, \"datetime\": \"2024-12-23T14:00:00.000\"}, {\"close\": 93217.6, \"datetime\": \"2024-12-23T15:00:00.000\"}, {\"close\": 93950.0, \"datetime\": \"2024-12-23T16:00:00.000\"}, {\"close\": 93341.2, \"datetime\": \"2024-12-23T17:00:00.000\"}, {\"close\": 92707.3, \"datetime\": \"2024-12-23T18:00:00.000\"}, {\"close\": 92997.7, \"datetime\": \"2024-12-23T19:00:00.000\"}, {\"close\": 93177.3, \"datetime\": \"2024-12-23T20:00:00.000\"}, {\"close\": 93936.1, \"datetime\": \"2024-12-23T21:00:00.000\"}, {\"close\": 95162.2, \"datetime\": \"2024-12-23T22:00:00.000\"}, {\"close\": 94861.1, \"datetime\": \"2024-12-23T23:00:00.000\"}, {\"close\": 94525.8, \"datetime\": \"2024-12-24T00:00:00.000\"}, {\"close\": 94104.4, \"datetime\": \"2024-12-24T01:00:00.000\"}, {\"close\": 93931.5, \"datetime\": \"2024-12-24T02:00:00.000\"}, {\"close\": 94330.1, \"datetime\": \"2024-12-24T03:00:00.000\"}, {\"close\": 94399.9, \"datetime\": \"2024-12-24T04:00:00.000\"}, {\"close\": 94569.2, \"datetime\": \"2024-12-24T05:00:00.000\"}, {\"close\": 93889.9, \"datetime\": \"2024-12-24T06:00:00.000\"}, {\"close\": 94200.0, \"datetime\": \"2024-12-24T07:00:00.000\"}, {\"close\": 94467.0, \"datetime\": \"2024-12-24T08:00:00.000\"}, {\"close\": 94037.0, \"datetime\": \"2024-12-24T09:00:00.000\"}, {\"close\": 93943.6, \"datetime\": \"2024-12-24T10:00:00.000\"}, {\"close\": 94369.0, \"datetime\": \"2024-12-24T11:00:00.000\"}, {\"close\": 94281.0, \"datetime\": \"2024-12-24T12:00:00.000\"}, {\"close\": 96069.1, \"datetime\": \"2024-12-24T13:00:00.000\"}, {\"close\": 97410.2, \"datetime\": \"2024-12-24T14:00:00.000\"}, {\"close\": 98243.5, \"datetime\": \"2024-12-24T15:00:00.000\"}, {\"close\": 98440.1, \"datetime\": \"2024-12-24T16:00:00.000\"}, {\"close\": 98742.7, \"datetime\": \"2024-12-24T17:00:00.000\"}, {\"close\": 98567.1, \"datetime\": \"2024-12-24T18:00:00.000\"}, {\"close\": 97558.5, \"datetime\": \"2024-12-24T19:00:00.000\"}, {\"close\": 97266.2, \"datetime\": \"2024-12-24T20:00:00.000\"}, {\"close\": 98355.2, \"datetime\": \"2024-12-24T21:00:00.000\"}, {\"close\": 98725.4, \"datetime\": \"2024-12-24T22:00:00.000\"}, {\"close\": 98627.2, \"datetime\": \"2024-12-24T23:00:00.000\"}, {\"close\": 98388.0, \"datetime\": \"2024-12-25T00:00:00.000\"}, {\"close\": 97956.0, \"datetime\": \"2024-12-25T01:00:00.000\"}, {\"close\": 98100.1, \"datetime\": \"2024-12-25T02:00:00.000\"}, {\"close\": 98000.0, \"datetime\": \"2024-12-25T03:00:00.000\"}, {\"close\": 98192.6, \"datetime\": \"2024-12-25T04:00:00.000\"}, {\"close\": 98239.8, \"datetime\": \"2024-12-25T05:00:00.000\"}, {\"close\": 97862.7, \"datetime\": \"2024-12-25T06:00:00.000\"}, {\"close\": 98049.7, \"datetime\": \"2024-12-25T07:00:00.000\"}, {\"close\": 98047.4, \"datetime\": \"2024-12-25T08:00:00.000\"}, {\"close\": 98150.0, \"datetime\": \"2024-12-25T09:00:00.000\"}, {\"close\": 98405.0, \"datetime\": \"2024-12-25T10:00:00.000\"}, {\"close\": 97889.3, \"datetime\": \"2024-12-25T11:00:00.000\"}, {\"close\": 98140.3, \"datetime\": \"2024-12-25T12:00:00.000\"}, {\"close\": 98422.0, \"datetime\": \"2024-12-25T13:00:00.000\"}, {\"close\": 98667.7, \"datetime\": \"2024-12-25T14:00:00.000\"}, {\"close\": 98493.3, \"datetime\": \"2024-12-25T15:00:00.000\"}, {\"close\": 98387.2, \"datetime\": \"2024-12-25T16:00:00.000\"}, {\"close\": 98533.4, \"datetime\": \"2024-12-25T17:00:00.000\"}, {\"close\": 98722.5, \"datetime\": \"2024-12-25T18:00:00.000\"}, {\"close\": 98981.3, \"datetime\": \"2024-12-25T19:00:00.000\"}, {\"close\": 99102.9, \"datetime\": \"2024-12-25T20:00:00.000\"}, {\"close\": 98473.8, \"datetime\": \"2024-12-25T21:00:00.000\"}, {\"close\": 98768.5, \"datetime\": \"2024-12-25T22:00:00.000\"}, {\"close\": 99379.7, \"datetime\": \"2024-12-25T23:00:00.000\"}, {\"close\": 98988.5, \"datetime\": \"2024-12-26T00:00:00.000\"}, {\"close\": 99003.7, \"datetime\": \"2024-12-26T01:00:00.000\"}, {\"close\": 98692.0, \"datetime\": \"2024-12-26T02:00:00.000\"}, {\"close\": 98957.7, \"datetime\": \"2024-12-26T03:00:00.000\"}, {\"close\": 98250.0, \"datetime\": \"2024-12-26T04:00:00.000\"}, {\"close\": 98322.7, \"datetime\": \"2024-12-26T05:00:00.000\"}, {\"close\": 98073.5, \"datetime\": \"2024-12-26T06:00:00.000\"}, {\"close\": 97669.6, \"datetime\": \"2024-12-26T07:00:00.000\"}, {\"close\": 95845.6, \"datetime\": \"2024-12-26T08:00:00.000\"}, {\"close\": 95412.5, \"datetime\": \"2024-12-26T09:00:00.000\"}, {\"close\": 95473.6, \"datetime\": \"2024-12-26T10:00:00.000\"}, {\"close\": 95662.7, \"datetime\": \"2024-12-26T11:00:00.000\"}, {\"close\": 95632.5, \"datetime\": \"2024-12-26T12:00:00.000\"}, {\"close\": 95654.4, \"datetime\": \"2024-12-26T13:00:00.000\"}, {\"close\": 95424.6, \"datetime\": \"2024-12-26T14:00:00.000\"}, {\"close\": 95993.5, \"datetime\": \"2024-12-26T15:00:00.000\"}, {\"close\": 96474.9, \"datetime\": \"2024-12-26T16:00:00.000\"}, {\"close\": 95774.3, \"datetime\": \"2024-12-26T17:00:00.000\"}, {\"close\": 95707.8, \"datetime\": \"2024-12-26T18:00:00.000\"}, {\"close\": 96064.8, \"datetime\": \"2024-12-26T19:00:00.000\"}, {\"close\": 95564.3, \"datetime\": \"2024-12-26T20:00:00.000\"}, {\"close\": 95787.3, \"datetime\": \"2024-12-26T21:00:00.000\"}, {\"close\": 95790.8, \"datetime\": \"2024-12-26T22:00:00.000\"}, {\"close\": 95751.0, \"datetime\": \"2024-12-26T23:00:00.000\"}, {\"close\": 95762.1, \"datetime\": \"2024-12-27T00:00:00.000\"}, {\"close\": 95886.6, \"datetime\": \"2024-12-27T01:00:00.000\"}, {\"close\": 96028.9, \"datetime\": \"2024-12-27T02:00:00.000\"}, {\"close\": 96377.8, \"datetime\": \"2024-12-27T03:00:00.000\"}, {\"close\": 96253.0, \"datetime\": \"2024-12-27T04:00:00.000\"}, {\"close\": 96210.5, \"datetime\": \"2024-12-27T05:00:00.000\"}, {\"close\": 96565.6, \"datetime\": \"2024-12-27T06:00:00.000\"}, {\"close\": 95074.4, \"datetime\": \"2024-12-27T07:00:00.000\"}, {\"close\": 95697.6, \"datetime\": \"2024-12-27T08:00:00.000\"}, {\"close\": 96743.6, \"datetime\": \"2024-12-27T09:00:00.000\"}, {\"close\": 96572.4, \"datetime\": \"2024-12-27T10:00:00.000\"}, {\"close\": 96900.3, \"datetime\": \"2024-12-27T11:00:00.000\"}, {\"close\": 96654.5, \"datetime\": \"2024-12-27T12:00:00.000\"}, {\"close\": 96385.1, \"datetime\": \"2024-12-27T13:00:00.000\"}, {\"close\": 95649.0, \"datetime\": \"2024-12-27T14:00:00.000\"}, {\"close\": 94539.9, \"datetime\": \"2024-12-27T15:00:00.000\"}, {\"close\": 94146.4, \"datetime\": \"2024-12-27T16:00:00.000\"}, {\"close\": 94268.5, \"datetime\": \"2024-12-27T17:00:00.000\"}, {\"close\": 94529.6, \"datetime\": \"2024-12-27T18:00:00.000\"}, {\"close\": 94720.3, \"datetime\": \"2024-12-27T19:00:00.000\"}, {\"close\": 94548.1, \"datetime\": \"2024-12-27T20:00:00.000\"}, {\"close\": 94490.0, \"datetime\": \"2024-12-27T21:00:00.000\"}, {\"close\": 94390.0, \"datetime\": \"2024-12-27T22:00:00.000\"}, {\"close\": 94258.9, \"datetime\": \"2024-12-27T23:00:00.000\"}, {\"close\": 94366.3, \"datetime\": \"2024-12-28T00:00:00.000\"}, {\"close\": 94510.6, \"datetime\": \"2024-12-28T01:00:00.000\"}, {\"close\": 94295.6, \"datetime\": \"2024-12-28T02:00:00.000\"}, {\"close\": 94550.6, \"datetime\": \"2024-12-28T03:00:00.000\"}, {\"close\": 94482.6, \"datetime\": \"2024-12-28T04:00:00.000\"}, {\"close\": 94586.6, \"datetime\": \"2024-12-28T05:00:00.000\"}, {\"close\": 94424.6, \"datetime\": \"2024-12-28T06:00:00.000\"}, {\"close\": 94334.7, \"datetime\": \"2024-12-28T07:00:00.000\"}, {\"close\": 94446.4, \"datetime\": \"2024-12-28T08:00:00.000\"}, {\"close\": 94541.8, \"datetime\": \"2024-12-28T09:00:00.000\"}, {\"close\": 94585.8, \"datetime\": \"2024-12-28T10:00:00.000\"}, {\"close\": 94711.3, \"datetime\": \"2024-12-28T11:00:00.000\"}, {\"close\": 94552.1, \"datetime\": \"2024-12-28T12:00:00.000\"}, {\"close\": 94622.5, \"datetime\": \"2024-12-28T13:00:00.000\"}, {\"close\": 94540.5, \"datetime\": \"2024-12-28T14:00:00.000\"}, {\"close\": 94407.7, \"datetime\": \"2024-12-28T15:00:00.000\"}, {\"close\": 94838.9, \"datetime\": \"2024-12-28T16:00:00.000\"}, {\"close\": 94991.7, \"datetime\": \"2024-12-28T17:00:00.000\"}, {\"close\": 94796.3, \"datetime\": \"2024-12-28T18:00:00.000\"}, {\"close\": 94993.8, \"datetime\": \"2024-12-28T19:00:00.000\"}, {\"close\": 95043.2, \"datetime\": \"2024-12-28T20:00:00.000\"}, {\"close\": 95127.4, \"datetime\": \"2024-12-28T21:00:00.000\"}, {\"close\": 95286.8, \"datetime\": \"2024-12-28T22:00:00.000\"}, {\"close\": 95259.1, \"datetime\": \"2024-12-28T23:00:00.000\"}, {\"close\": 95115.9, \"datetime\": \"2024-12-29T00:00:00.000\"}, {\"close\": 94818.8, \"datetime\": \"2024-12-29T01:00:00.000\"}, {\"close\": 95113.8, \"datetime\": \"2024-12-29T02:00:00.000\"}, {\"close\": 95135.3, \"datetime\": \"2024-12-29T03:00:00.000\"}, {\"close\": 95088.9, \"datetime\": \"2024-12-29T04:00:00.000\"}, {\"close\": 95088.3, \"datetime\": \"2024-12-29T05:00:00.000\"}, {\"close\": 95150.9, \"datetime\": \"2024-12-29T06:00:00.000\"}, {\"close\": 95233.2, \"datetime\": \"2024-12-29T07:00:00.000\"}, {\"close\": 95088.8, \"datetime\": \"2024-12-29T08:00:00.000\"}, {\"close\": 95150.1, \"datetime\": \"2024-12-29T09:00:00.000\"}, {\"close\": 95130.5, \"datetime\": \"2024-12-29T10:00:00.000\"}, {\"close\": 94986.1, \"datetime\": \"2024-12-29T11:00:00.000\"}, {\"close\": 94860.6, \"datetime\": \"2024-12-29T12:00:00.000\"}, {\"close\": 94890.1, \"datetime\": \"2024-12-29T13:00:00.000\"}, {\"close\": 94568.4, \"datetime\": \"2024-12-29T14:00:00.000\"}, {\"close\": 94468.4, \"datetime\": \"2024-12-29T15:00:00.000\"}, {\"close\": 93850.1, \"datetime\": \"2024-12-29T16:00:00.000\"}, {\"close\": 93902.2, \"datetime\": \"2024-12-29T17:00:00.000\"}, {\"close\": 93612.0, \"datetime\": \"2024-12-29T18:00:00.000\"}, {\"close\": 93559.6, \"datetime\": \"2024-12-29T19:00:00.000\"}, {\"close\": 93800.2, \"datetime\": \"2024-12-29T20:00:00.000\"}, {\"close\": 93303.4, \"datetime\": \"2024-12-29T21:00:00.000\"}, {\"close\": 93100.3, \"datetime\": \"2024-12-29T22:00:00.000\"}, {\"close\": 93700.0, \"datetime\": \"2024-12-29T23:00:00.000\"}, {\"close\": 93542.6, \"datetime\": \"2024-12-30T00:00:00.000\"}, {\"close\": 93900.0, \"datetime\": \"2024-12-30T01:00:00.000\"}, {\"close\": 93869.6, \"datetime\": \"2024-12-30T02:00:00.000\"}, {\"close\": 93681.1, \"datetime\": \"2024-12-30T03:00:00.000\"}, {\"close\": 93234.5, \"datetime\": \"2024-12-30T04:00:00.000\"}, {\"close\": 93540.0, \"datetime\": \"2024-12-30T05:00:00.000\"}, {\"close\": 93865.8, \"datetime\": \"2024-12-30T06:00:00.000\"}, {\"close\": 93688.9, \"datetime\": \"2024-12-30T07:00:00.000\"}, {\"close\": 93811.5, \"datetime\": \"2024-12-30T08:00:00.000\"}, {\"close\": 93855.4, \"datetime\": \"2024-12-30T09:00:00.000\"}, {\"close\": 93752.7, \"datetime\": \"2024-12-30T10:00:00.000\"}, {\"close\": 93900.1, \"datetime\": \"2024-12-30T11:00:00.000\"}, {\"close\": 93721.0, \"datetime\": \"2024-12-30T12:00:00.000\"}, {\"close\": 92658.8, \"datetime\": \"2024-12-30T13:00:00.000\"}, {\"close\": 91845.2, \"datetime\": \"2024-12-30T14:00:00.000\"}, {\"close\": 92081.5, \"datetime\": \"2024-12-30T15:00:00.000\"}, {\"close\": 92085.0, \"datetime\": \"2024-12-30T16:00:00.000\"}, {\"close\": 93800.0, \"datetime\": \"2024-12-30T17:00:00.000\"}, {\"close\": 94570.4, \"datetime\": \"2024-12-30T18:00:00.000\"}, {\"close\": 94400.0, \"datetime\": \"2024-12-30T19:00:00.000\"}, {\"close\": 94319.1, \"datetime\": \"2024-12-30T20:00:00.000\"}, {\"close\": 92035.2, \"datetime\": \"2024-12-30T21:00:00.000\"}, {\"close\": 92768.0, \"datetime\": \"2024-12-30T22:00:00.000\"}, {\"close\": 92759.3, \"datetime\": \"2024-12-30T23:00:00.000\"}, {\"close\": 92435.8, \"datetime\": \"2024-12-31T00:00:00.000\"}, {\"close\": 92410.2, \"datetime\": \"2024-12-31T01:00:00.000\"}, {\"close\": 92433.6, \"datetime\": \"2024-12-31T02:00:00.000\"}, {\"close\": 92481.5, \"datetime\": \"2024-12-31T03:00:00.000\"}, {\"close\": 92428.5, \"datetime\": \"2024-12-31T04:00:00.000\"}, {\"close\": 92559.3, \"datetime\": \"2024-12-31T05:00:00.000\"}, {\"close\": 92781.9, \"datetime\": \"2024-12-31T06:00:00.000\"}, {\"close\": 92819.6, \"datetime\": \"2024-12-31T07:00:00.000\"}, {\"close\": 93904.0, \"datetime\": \"2024-12-31T08:00:00.000\"}, {\"close\": 94008.5, \"datetime\": \"2024-12-31T09:00:00.000\"}, {\"close\": 94083.2, \"datetime\": \"2024-12-31T10:00:00.000\"}, {\"close\": 94202.5, \"datetime\": \"2024-12-31T11:00:00.000\"}, {\"close\": 94511.4, \"datetime\": \"2024-12-31T12:00:00.000\"}, {\"close\": 95567.4, \"datetime\": \"2024-12-31T13:00:00.000\"}, {\"close\": 95666.0, \"datetime\": \"2024-12-31T14:00:00.000\"}, {\"close\": 95389.4, \"datetime\": \"2024-12-31T15:00:00.000\"}, {\"close\": 94832.7, \"datetime\": \"2024-12-31T16:00:00.000\"}, {\"close\": 94082.8, \"datetime\": \"2024-12-31T17:00:00.000\"}, {\"close\": 93865.1, \"datetime\": \"2024-12-31T18:00:00.000\"}, {\"close\": 94155.8, \"datetime\": \"2024-12-31T19:00:00.000\"}, {\"close\": 93544.9, \"datetime\": \"2024-12-31T20:00:00.000\"}, {\"close\": 93881.3, \"datetime\": \"2024-12-31T21:00:00.000\"}, {\"close\": 93469.1, \"datetime\": \"2024-12-31T22:00:00.000\"}, {\"close\": 93548.9, \"datetime\": \"2024-12-31T23:00:00.000\"}, {\"close\": 94363.6, \"datetime\": \"2025-01-01T00:00:00.000\"}, {\"close\": 93588.0, \"datetime\": \"2025-01-01T01:00:00.000\"}, {\"close\": 94064.4, \"datetime\": \"2025-01-01T02:00:00.000\"}, {\"close\": 93810.0, \"datetime\": \"2025-01-01T03:00:00.000\"}, {\"close\": 93545.0, \"datetime\": \"2025-01-01T04:00:00.000\"}, {\"close\": 93760.0, \"datetime\": \"2025-01-01T05:00:00.000\"}, {\"close\": 93734.2, \"datetime\": \"2025-01-01T06:00:00.000\"}, {\"close\": 93660.7, \"datetime\": \"2025-01-01T07:00:00.000\"}, {\"close\": 93398.2, \"datetime\": \"2025-01-01T08:00:00.000\"}, {\"close\": 93382.1, \"datetime\": \"2025-01-01T09:00:00.000\"}, {\"close\": 93307.7, \"datetime\": \"2025-01-01T10:00:00.000\"}, {\"close\": 93420.1, \"datetime\": \"2025-01-01T11:00:00.000\"}, {\"close\": 93788.3, \"datetime\": \"2025-01-01T12:00:00.000\"}, {\"close\": 93995.2, \"datetime\": \"2025-01-01T13:00:00.000\"}, {\"close\": 94147.2, \"datetime\": \"2025-01-01T14:00:00.000\"}, {\"close\": 94409.9, \"datetime\": \"2025-01-01T15:00:00.000\"}, {\"close\": 94070.1, \"datetime\": \"2025-01-01T16:00:00.000\"}, {\"close\": 94123.7, \"datetime\": \"2025-01-01T17:00:00.000\"}, {\"close\": 94321.6, \"datetime\": \"2025-01-01T18:00:00.000\"}, {\"close\": 94612.1, \"datetime\": \"2025-01-01T19:00:00.000\"}, {\"close\": 94767.3, \"datetime\": \"2025-01-01T20:00:00.000\"}, {\"close\": 94962.4, \"datetime\": \"2025-01-01T21:00:00.000\"}, {\"close\": 94770.6, \"datetime\": \"2025-01-01T22:00:00.000\"}, {\"close\": 94580.9, \"datetime\": \"2025-01-01T23:00:00.000\"}, {\"close\": 95112.2, \"datetime\": \"2025-01-02T00:00:00.000\"}, {\"close\": 94846.7, \"datetime\": \"2025-01-02T01:00:00.000\"}, {\"close\": 95222.7, \"datetime\": \"2025-01-02T02:00:00.000\"}, {\"close\": 95000.0, \"datetime\": \"2025-01-02T03:00:00.000\"}, {\"close\": 95698.7, \"datetime\": \"2025-01-02T04:00:00.000\"}, {\"close\": 95579.5, \"datetime\": \"2025-01-02T05:00:00.000\"}, {\"close\": 95569.0, \"datetime\": \"2025-01-02T06:00:00.000\"}, {\"close\": 95815.3, \"datetime\": \"2025-01-02T07:00:00.000\"}, {\"close\": 96125.3, \"datetime\": \"2025-01-02T08:00:00.000\"}, {\"close\": 96722.0, \"datetime\": \"2025-01-02T09:00:00.000\"}, {\"close\": 96693.9, \"datetime\": \"2025-01-02T10:00:00.000\"}, {\"close\": 96715.4, \"datetime\": \"2025-01-02T11:00:00.000\"}, {\"close\": 96829.9, \"datetime\": \"2025-01-02T12:00:00.000\"}, {\"close\": 96426.1, \"datetime\": \"2025-01-02T13:00:00.000\"}, {\"close\": 97216.3, \"datetime\": \"2025-01-02T14:00:00.000\"}, {\"close\": 96428.5, \"datetime\": \"2025-01-02T15:00:00.000\"}, {\"close\": 97195.5, \"datetime\": \"2025-01-02T16:00:00.000\"}, {\"close\": 96734.4, \"datetime\": \"2025-01-02T17:00:00.000\"}, {\"close\": 97288.4, \"datetime\": \"2025-01-02T18:00:00.000\"}, {\"close\": 97292.7, \"datetime\": \"2025-01-02T19:00:00.000\"}, {\"close\": 97265.8, \"datetime\": \"2025-01-02T20:00:00.000\"}, {\"close\": 97180.0, \"datetime\": \"2025-01-02T21:00:00.000\"}, {\"close\": 96863.8, \"datetime\": \"2025-01-02T22:00:00.000\"}, {\"close\": 96967.5, \"datetime\": \"2025-01-02T23:00:00.000\"}, {\"close\": 96799.9, \"datetime\": \"2025-01-03T00:00:00.000\"}, {\"close\": 96960.5, \"datetime\": \"2025-01-03T01:00:00.000\"}, {\"close\": 96938.0, \"datetime\": \"2025-01-03T02:00:00.000\"}, {\"close\": 97019.1, \"datetime\": \"2025-01-03T03:00:00.000\"}, {\"close\": 96779.2, \"datetime\": \"2025-01-03T04:00:00.000\"}, {\"close\": 96727.3, \"datetime\": \"2025-01-03T05:00:00.000\"}, {\"close\": 96504.8, \"datetime\": \"2025-01-03T06:00:00.000\"}, {\"close\": 96275.0, \"datetime\": \"2025-01-03T07:00:00.000\"}, {\"close\": 96090.6, \"datetime\": \"2025-01-03T08:00:00.000\"}, {\"close\": 96511.8, \"datetime\": \"2025-01-03T09:00:00.000\"}, {\"close\": 96443.9, \"datetime\": \"2025-01-03T10:00:00.000\"}, {\"close\": 96710.5, \"datetime\": \"2025-01-03T11:00:00.000\"}, {\"close\": 96615.4, \"datetime\": \"2025-01-03T12:00:00.000\"}, {\"close\": 96464.1, \"datetime\": \"2025-01-03T13:00:00.000\"}, {\"close\": 96970.4, \"datetime\": \"2025-01-03T14:00:00.000\"}, {\"close\": 97479.5, \"datetime\": \"2025-01-03T15:00:00.000\"}, {\"close\": 97822.3, \"datetime\": \"2025-01-03T16:00:00.000\"}, {\"close\": 97986.8, \"datetime\": \"2025-01-03T17:00:00.000\"}, {\"close\": 98483.7, \"datetime\": \"2025-01-03T18:00:00.000\"}, {\"close\": 98545.5, \"datetime\": \"2025-01-03T19:00:00.000\"}, {\"close\": 98269.5, \"datetime\": \"2025-01-03T20:00:00.000\"}, {\"close\": 98222.7, \"datetime\": \"2025-01-03T21:00:00.000\"}, {\"close\": 98258.8, \"datetime\": \"2025-01-03T22:00:00.000\"}, {\"close\": 98145.7, \"datetime\": \"2025-01-03T23:00:00.000\"}, {\"close\": 97912.0, \"datetime\": \"2025-01-04T00:00:00.000\"}, {\"close\": 97990.4, \"datetime\": \"2025-01-04T01:00:00.000\"}, {\"close\": 98267.4, \"datetime\": \"2025-01-04T02:00:00.000\"}, {\"close\": 98149.4, \"datetime\": \"2025-01-04T03:00:00.000\"}, {\"close\": 97970.5, \"datetime\": \"2025-01-04T04:00:00.000\"}, {\"close\": 98087.3, \"datetime\": \"2025-01-04T05:00:00.000\"}, {\"close\": 98089.9, \"datetime\": \"2025-01-04T06:00:00.000\"}, {\"close\": 98244.2, \"datetime\": \"2025-01-04T07:00:00.000\"}, {\"close\": 97870.0, \"datetime\": \"2025-01-04T08:00:00.000\"}, {\"close\": 97644.3, \"datetime\": \"2025-01-04T09:00:00.000\"}, {\"close\": 97740.0, \"datetime\": \"2025-01-04T10:00:00.000\"}, {\"close\": 97831.8, \"datetime\": \"2025-01-04T11:00:00.000\"}, {\"close\": 97835.2, \"datetime\": \"2025-01-04T12:00:00.000\"}, {\"close\": 97924.4, \"datetime\": \"2025-01-04T13:00:00.000\"}, {\"close\": 97992.0, \"datetime\": \"2025-01-04T14:00:00.000\"}, {\"close\": 97623.6, \"datetime\": \"2025-01-04T15:00:00.000\"}, {\"close\": 97677.9, \"datetime\": \"2025-01-04T16:00:00.000\"}, {\"close\": 97982.5, \"datetime\": \"2025-01-04T17:00:00.000\"}, {\"close\": 97931.9, \"datetime\": \"2025-01-04T18:00:00.000\"}, {\"close\": 98120.3, \"datetime\": \"2025-01-04T19:00:00.000\"}, {\"close\": 98577.4, \"datetime\": \"2025-01-04T20:00:00.000\"}, {\"close\": 98335.8, \"datetime\": \"2025-01-04T21:00:00.000\"}, {\"close\": 98372.5, \"datetime\": \"2025-01-04T22:00:00.000\"}, {\"close\": 98173.2, \"datetime\": \"2025-01-04T23:00:00.000\"}, {\"close\": 98178.3, \"datetime\": \"2025-01-05T00:00:00.000\"}, {\"close\": 98086.6, \"datetime\": \"2025-01-05T01:00:00.000\"}, {\"close\": 98195.5, \"datetime\": \"2025-01-05T02:00:00.000\"}, {\"close\": 98160.1, \"datetime\": \"2025-01-05T03:00:00.000\"}, {\"close\": 98319.6, \"datetime\": \"2025-01-05T04:00:00.000\"}, {\"close\": 98307.4, \"datetime\": \"2025-01-05T05:00:00.000\"}, {\"close\": 98413.0, \"datetime\": \"2025-01-05T06:00:00.000\"}, {\"close\": 98225.3, \"datetime\": \"2025-01-05T07:00:00.000\"}, {\"close\": 97826.0, \"datetime\": \"2025-01-05T08:00:00.000\"}, {\"close\": 97620.0, \"datetime\": \"2025-01-05T09:00:00.000\"}, {\"close\": 97693.8, \"datetime\": \"2025-01-05T10:00:00.000\"}, {\"close\": 97609.5, \"datetime\": \"2025-01-05T11:00:00.000\"}, {\"close\": 97720.0, \"datetime\": \"2025-01-05T12:00:00.000\"}, {\"close\": 97654.6, \"datetime\": \"2025-01-05T13:00:00.000\"}, {\"close\": 97811.1, \"datetime\": \"2025-01-05T14:00:00.000\"}, {\"close\": 97986.6, \"datetime\": \"2025-01-05T15:00:00.000\"}, {\"close\": 97995.7, \"datetime\": \"2025-01-05T16:00:00.000\"}, {\"close\": 97695.1, \"datetime\": \"2025-01-05T17:00:00.000\"}, {\"close\": 97872.0, \"datetime\": \"2025-01-05T18:00:00.000\"}, {\"close\": 98050.0, \"datetime\": \"2025-01-05T19:00:00.000\"}, {\"close\": 98244.9, \"datetime\": \"2025-01-05T20:00:00.000\"}, {\"close\": 98475.4, \"datetime\": \"2025-01-05T21:00:00.000\"}, {\"close\": 98661.1, \"datetime\": \"2025-01-05T22:00:00.000\"}, {\"close\": 98340.2, \"datetime\": \"2025-01-05T23:00:00.000\"}, {\"close\": 98185.3, \"datetime\": \"2025-01-06T00:00:00.000\"}, {\"close\": 98735.7, \"datetime\": \"2025-01-06T01:00:00.000\"}, {\"close\": 98786.7, \"datetime\": \"2025-01-06T02:00:00.000\"}, {\"close\": 99005.0, \"datetime\": \"2025-01-06T03:00:00.000\"}, {\"close\": 99423.0, \"datetime\": \"2025-01-06T04:00:00.000\"}, {\"close\": 99560.0, \"datetime\": \"2025-01-06T05:00:00.000\"}, {\"close\": 99466.8, \"datetime\": \"2025-01-06T06:00:00.000\"}, {\"close\": 99280.0, \"datetime\": \"2025-01-06T07:00:00.000\"}, {\"close\": 99001.3, \"datetime\": \"2025-01-06T08:00:00.000\"}, {\"close\": 98968.3, \"datetime\": \"2025-01-06T09:00:00.000\"}, {\"close\": 98741.5, \"datetime\": \"2025-01-06T10:00:00.000\"}, {\"close\": 99219.3, \"datetime\": \"2025-01-06T11:00:00.000\"}, {\"close\": 99119.8, \"datetime\": \"2025-01-06T12:00:00.000\"}, {\"close\": 99452.5, \"datetime\": \"2025-01-06T13:00:00.000\"}, {\"close\": 100702.1, \"datetime\": \"2025-01-06T14:00:00.000\"}, {\"close\": 102104.5, \"datetime\": \"2025-01-06T15:00:00.000\"}, {\"close\": 102116.6, \"datetime\": \"2025-01-06T16:00:00.000\"}, {\"close\": 101795.3, \"datetime\": \"2025-01-06T17:00:00.000\"}, {\"close\": 101701.6, \"datetime\": \"2025-01-06T18:00:00.000\"}, {\"close\": 101771.7, \"datetime\": \"2025-01-06T19:00:00.000\"}, {\"close\": 102075.5, \"datetime\": \"2025-01-06T20:00:00.000\"}, {\"close\": 101566.5, \"datetime\": \"2025-01-06T21:00:00.000\"}, {\"close\": 101966.0, \"datetime\": \"2025-01-06T22:00:00.000\"}, {\"close\": 102180.4, \"datetime\": \"2025-01-06T23:00:00.000\"}, {\"close\": 102004.7, \"datetime\": \"2025-01-07T00:00:00.000\"}, {\"close\": 101873.9, \"datetime\": \"2025-01-07T01:00:00.000\"}, {\"close\": 101627.7, \"datetime\": \"2025-01-07T02:00:00.000\"}, {\"close\": 101661.3, \"datetime\": \"2025-01-07T03:00:00.000\"}, {\"close\": 101610.7, \"datetime\": \"2025-01-07T04:00:00.000\"}, {\"close\": 101698.8, \"datetime\": \"2025-01-07T05:00:00.000\"}, {\"close\": 101771.0, \"datetime\": \"2025-01-07T06:00:00.000\"}, {\"close\": 101649.3, \"datetime\": \"2025-01-07T07:00:00.000\"}, {\"close\": 101862.0, \"datetime\": \"2025-01-07T08:00:00.000\"}, {\"close\": 101682.6, \"datetime\": \"2025-01-07T09:00:00.000\"}, {\"close\": 101366.9, \"datetime\": \"2025-01-07T10:00:00.000\"}, {\"close\": 100787.0, \"datetime\": \"2025-01-07T11:00:00.000\"}, {\"close\": 100712.3, \"datetime\": \"2025-01-07T12:00:00.000\"}, {\"close\": 100590.0, \"datetime\": \"2025-01-07T13:00:00.000\"}, {\"close\": 99945.3, \"datetime\": \"2025-01-07T14:00:00.000\"}, {\"close\": 97915.3, \"datetime\": \"2025-01-07T15:00:00.000\"}, {\"close\": 97706.3, \"datetime\": \"2025-01-07T16:00:00.000\"}, {\"close\": 97250.9, \"datetime\": \"2025-01-07T17:00:00.000\"}, {\"close\": 96729.2, \"datetime\": \"2025-01-07T18:00:00.000\"}, {\"close\": 96433.3, \"datetime\": \"2025-01-07T19:00:00.000\"}, {\"close\": 96504.8, \"datetime\": \"2025-01-07T20:00:00.000\"}, {\"close\": 96475.7, \"datetime\": \"2025-01-07T21:00:00.000\"}, {\"close\": 97128.8, \"datetime\": \"2025-01-07T22:00:00.000\"}, {\"close\": 96920.3, \"datetime\": \"2025-01-07T23:00:00.000\"}, {\"close\": 97228.0, \"datetime\": \"2025-01-08T00:00:00.000\"}, {\"close\": 96867.0, \"datetime\": \"2025-01-08T01:00:00.000\"}, {\"close\": 96829.7, \"datetime\": \"2025-01-08T02:00:00.000\"}, {\"close\": 96504.1, \"datetime\": \"2025-01-08T03:00:00.000\"}, {\"close\": 96248.9, \"datetime\": \"2025-01-08T04:00:00.000\"}, {\"close\": 96454.6, \"datetime\": \"2025-01-08T05:00:00.000\"}, {\"close\": 95267.9, \"datetime\": \"2025-01-08T06:00:00.000\"}, {\"close\": 95628.4, \"datetime\": \"2025-01-08T07:00:00.000\"}, {\"close\": 95910.9, \"datetime\": \"2025-01-08T08:00:00.000\"}, {\"close\": 95401.0, \"datetime\": \"2025-01-08T09:00:00.000\"}, {\"close\": 95913.0, \"datetime\": \"2025-01-08T10:00:00.000\"}, {\"close\": 95093.9, \"datetime\": \"2025-01-08T11:00:00.000\"}, {\"close\": 94849.6, \"datetime\": \"2025-01-08T12:00:00.000\"}, {\"close\": 95343.6, \"datetime\": \"2025-01-08T13:00:00.000\"}, {\"close\": 95256.9, \"datetime\": \"2025-01-08T14:00:00.000\"}, {\"close\": 95450.0, \"datetime\": \"2025-01-08T15:00:00.000\"}, {\"close\": 94744.0, \"datetime\": \"2025-01-08T16:00:00.000\"}, {\"close\": 93974.8, \"datetime\": \"2025-01-08T17:00:00.000\"}, {\"close\": 94206.2, \"datetime\": \"2025-01-08T18:00:00.000\"}, {\"close\": 94217.2, \"datetime\": \"2025-01-08T19:00:00.000\"}, {\"close\": 93948.5, \"datetime\": \"2025-01-08T20:00:00.000\"}, {\"close\": 94422.8, \"datetime\": \"2025-01-08T21:00:00.000\"}, {\"close\": 95247.8, \"datetime\": \"2025-01-08T22:00:00.000\"}, {\"close\": 95014.1, \"datetime\": \"2025-01-08T23:00:00.000\"}, {\"close\": 95111.1, \"datetime\": \"2025-01-09T00:00:00.000\"}, {\"close\": 94953.4, \"datetime\": \"2025-01-09T01:00:00.000\"}, {\"close\": 94743.9, \"datetime\": \"2025-01-09T02:00:00.000\"}, {\"close\": 93985.0, \"datetime\": \"2025-01-09T03:00:00.000\"}, {\"close\": 94371.9, \"datetime\": \"2025-01-09T04:00:00.000\"}, {\"close\": 94428.9, \"datetime\": \"2025-01-09T05:00:00.000\"}, {\"close\": 94061.0, \"datetime\": \"2025-01-09T06:00:00.000\"}, {\"close\": 93176.4, \"datetime\": \"2025-01-09T07:00:00.000\"}, {\"close\": 92986.9, \"datetime\": \"2025-01-09T08:00:00.000\"}, {\"close\": 93472.0, \"datetime\": \"2025-01-09T09:00:00.000\"}, {\"close\": 93422.5, \"datetime\": \"2025-01-09T10:00:00.000\"}, {\"close\": 93414.4, \"datetime\": \"2025-01-09T11:00:00.000\"}, {\"close\": 93378.9, \"datetime\": \"2025-01-09T12:00:00.000\"}, {\"close\": 91926.8, \"datetime\": \"2025-01-09T13:00:00.000\"}, {\"close\": 92810.9, \"datetime\": \"2025-01-09T14:00:00.000\"}, {\"close\": 94195.2, \"datetime\": \"2025-01-09T15:00:00.000\"}, {\"close\": 94210.3, \"datetime\": \"2025-01-09T16:00:00.000\"}, {\"close\": 92656.5, \"datetime\": \"2025-01-09T17:00:00.000\"}, {\"close\": 92986.9, \"datetime\": \"2025-01-09T18:00:00.000\"}, {\"close\": 91858.3, \"datetime\": \"2025-01-09T19:00:00.000\"}, {\"close\": 91856.6, \"datetime\": \"2025-01-09T20:00:00.000\"}, {\"close\": 92065.9, \"datetime\": \"2025-01-09T21:00:00.000\"}, {\"close\": 92415.7, \"datetime\": \"2025-01-09T22:00:00.000\"}, {\"close\": 92505.9, \"datetime\": \"2025-01-09T23:00:00.000\"}, {\"close\": 92725.9, \"datetime\": \"2025-01-10T00:00:00.000\"}, {\"close\": 93056.1, \"datetime\": \"2025-01-10T01:00:00.000\"}, {\"close\": 93315.8, \"datetime\": \"2025-01-10T02:00:00.000\"}, {\"close\": 93654.9, \"datetime\": \"2025-01-10T03:00:00.000\"}, {\"close\": 93792.9, \"datetime\": \"2025-01-10T04:00:00.000\"}, {\"close\": 93924.9, \"datetime\": \"2025-01-10T05:00:00.000\"}, {\"close\": 94207.6, \"datetime\": \"2025-01-10T06:00:00.000\"}, {\"close\": 94457.0, \"datetime\": \"2025-01-10T07:00:00.000\"}, {\"close\": 94632.4, \"datetime\": \"2025-01-10T08:00:00.000\"}, {\"close\": 94734.9, \"datetime\": \"2025-01-10T09:00:00.000\"}, {\"close\": 95160.0, \"datetime\": \"2025-01-10T10:00:00.000\"}, {\"close\": 95030.5, \"datetime\": \"2025-01-10T11:00:00.000\"}, {\"close\": 94980.0, \"datetime\": \"2025-01-10T12:00:00.000\"}, {\"close\": 93522.0, \"datetime\": \"2025-01-10T13:00:00.000\"}, {\"close\": 94078.1, \"datetime\": \"2025-01-10T14:00:00.000\"}, {\"close\": 93704.0, \"datetime\": \"2025-01-10T15:00:00.000\"}, {\"close\": 93614.8, \"datetime\": \"2025-01-10T16:00:00.000\"}, {\"close\": 95759.2, \"datetime\": \"2025-01-10T17:00:00.000\"}, {\"close\": 94820.9, \"datetime\": \"2025-01-10T18:00:00.000\"}, {\"close\": 95275.9, \"datetime\": \"2025-01-10T19:00:00.000\"}, {\"close\": 94631.3, \"datetime\": \"2025-01-10T20:00:00.000\"}, {\"close\": 94582.8, \"datetime\": \"2025-01-10T21:00:00.000\"}, {\"close\": 94729.4, \"datetime\": \"2025-01-10T22:00:00.000\"}, {\"close\": 94675.5, \"datetime\": \"2025-01-10T23:00:00.000\"}, {\"close\": 94556.5, \"datetime\": \"2025-01-11T00:00:00.000\"}, {\"close\": 94391.5, \"datetime\": \"2025-01-11T01:00:00.000\"}, {\"close\": 94371.2, \"datetime\": \"2025-01-11T02:00:00.000\"}, {\"close\": 94168.3, \"datetime\": \"2025-01-11T03:00:00.000\"}, {\"close\": 94022.0, \"datetime\": \"2025-01-11T04:00:00.000\"}, {\"close\": 94317.8, \"datetime\": \"2025-01-11T05:00:00.000\"}, {\"close\": 94162.0, \"datetime\": \"2025-01-11T06:00:00.000\"}, {\"close\": 94210.3, \"datetime\": \"2025-01-11T07:00:00.000\"}, {\"close\": 94036.4, \"datetime\": \"2025-01-11T08:00:00.000\"}, {\"close\": 94296.1, \"datetime\": \"2025-01-11T09:00:00.000\"}, {\"close\": 94443.6, \"datetime\": \"2025-01-11T10:00:00.000\"}, {\"close\": 94570.4, \"datetime\": \"2025-01-11T11:00:00.000\"}, {\"close\": 94505.1, \"datetime\": \"2025-01-11T12:00:00.000\"}, {\"close\": 94339.1, \"datetime\": \"2025-01-11T13:00:00.000\"}, {\"close\": 94568.1, \"datetime\": \"2025-01-11T14:00:00.000\"}, {\"close\": 94365.8, \"datetime\": \"2025-01-11T15:00:00.000\"}, {\"close\": 94410.0, \"datetime\": \"2025-01-11T16:00:00.000\"}, {\"close\": 94116.4, \"datetime\": \"2025-01-11T17:00:00.000\"}, {\"close\": 94234.2, \"datetime\": \"2025-01-11T18:00:00.000\"}, {\"close\": 94206.5, \"datetime\": \"2025-01-11T19:00:00.000\"}, {\"close\": 94550.5, \"datetime\": \"2025-01-11T20:00:00.000\"}, {\"close\": 94891.5, \"datetime\": \"2025-01-11T21:00:00.000\"}, {\"close\": 94547.0, \"datetime\": \"2025-01-11T22:00:00.000\"}, {\"close\": 94562.5, \"datetime\": \"2025-01-11T23:00:00.000\"}, {\"close\": 94411.3, \"datetime\": \"2025-01-12T00:00:00.000\"}, {\"close\": 94540.1, \"datetime\": \"2025-01-12T01:00:00.000\"}, {\"close\": 94583.1, \"datetime\": \"2025-01-12T02:00:00.000\"}, {\"close\": 94586.0, \"datetime\": \"2025-01-12T03:00:00.000\"}, {\"close\": 94535.9, \"datetime\": \"2025-01-12T04:00:00.000\"}, {\"close\": 94517.4, \"datetime\": \"2025-01-12T05:00:00.000\"}, {\"close\": 94324.0, \"datetime\": \"2025-01-12T06:00:00.000\"}, {\"close\": 94291.3, \"datetime\": \"2025-01-12T07:00:00.000\"}, {\"close\": 94143.1, \"datetime\": \"2025-01-12T08:00:00.000\"}, {\"close\": 93859.1, \"datetime\": \"2025-01-12T09:00:00.000\"}, {\"close\": 93972.2, \"datetime\": \"2025-01-12T10:00:00.000\"}, {\"close\": 94209.0, \"datetime\": \"2025-01-12T11:00:00.000\"}, {\"close\": 94292.1, \"datetime\": \"2025-01-12T12:00:00.000\"}, {\"close\": 94621.3, \"datetime\": \"2025-01-12T13:00:00.000\"}, {\"close\": 94765.7, \"datetime\": \"2025-01-12T14:00:00.000\"}, {\"close\": 95035.6, \"datetime\": \"2025-01-12T15:00:00.000\"}, {\"close\": 95008.0, \"datetime\": \"2025-01-12T16:00:00.000\"}, {\"close\": 95088.0, \"datetime\": \"2025-01-12T17:00:00.000\"}, {\"close\": 94956.7, \"datetime\": \"2025-01-12T18:00:00.000\"}, {\"close\": 94625.1, \"datetime\": \"2025-01-12T19:00:00.000\"}, {\"close\": 94655.9, \"datetime\": \"2025-01-12T20:00:00.000\"}, {\"close\": 94300.9, \"datetime\": \"2025-01-12T21:00:00.000\"}, {\"close\": 93913.9, \"datetime\": \"2025-01-12T22:00:00.000\"}, {\"close\": 94499.9, \"datetime\": \"2025-01-12T23:00:00.000\"}, {\"close\": 95274.7, \"datetime\": \"2025-01-13T00:00:00.000\"}, {\"close\": 94176.7, \"datetime\": \"2025-01-13T01:00:00.000\"}, {\"close\": 94164.1, \"datetime\": \"2025-01-13T02:00:00.000\"}, {\"close\": 94215.4, \"datetime\": \"2025-01-13T03:00:00.000\"}, {\"close\": 94455.3, \"datetime\": \"2025-01-13T04:00:00.000\"}, {\"close\": 94129.1, \"datetime\": \"2025-01-13T05:00:00.000\"}, {\"close\": 93604.0, \"datetime\": \"2025-01-13T06:00:00.000\"}, {\"close\": 93557.9, \"datetime\": \"2025-01-13T07:00:00.000\"}, {\"close\": 93010.0, \"datetime\": \"2025-01-13T08:00:00.000\"}, {\"close\": 92802.7, \"datetime\": \"2025-01-13T09:00:00.000\"}, {\"close\": 91607.3, \"datetime\": \"2025-01-13T10:00:00.000\"}, {\"close\": 90827.5, \"datetime\": \"2025-01-13T11:00:00.000\"}, {\"close\": 90713.9, \"datetime\": \"2025-01-13T12:00:00.000\"}, {\"close\": 91090.1, \"datetime\": \"2025-01-13T13:00:00.000\"}, {\"close\": 91800.0, \"datetime\": \"2025-01-13T14:00:00.000\"}, {\"close\": 92093.6, \"datetime\": \"2025-01-13T15:00:00.000\"}, {\"close\": 91322.9, \"datetime\": \"2025-01-13T16:00:00.000\"}, {\"close\": 91942.4, \"datetime\": \"2025-01-13T17:00:00.000\"}, {\"close\": 92039.3, \"datetime\": \"2025-01-13T18:00:00.000\"}, {\"close\": 92274.8, \"datetime\": \"2025-01-13T19:00:00.000\"}, {\"close\": 93541.9, \"datetime\": \"2025-01-13T20:00:00.000\"}, {\"close\": 94160.7, \"datetime\": \"2025-01-13T21:00:00.000\"}, {\"close\": 94360.1, \"datetime\": \"2025-01-13T22:00:00.000\"}, {\"close\": 94485.3, \"datetime\": \"2025-01-13T23:00:00.000\"}, {\"close\": 94439.2, \"datetime\": \"2025-01-14T00:00:00.000\"}, {\"close\": 94798.5, \"datetime\": \"2025-01-14T01:00:00.000\"}, {\"close\": 94848.4, \"datetime\": \"2025-01-14T02:00:00.000\"}, {\"close\": 94821.2, \"datetime\": \"2025-01-14T03:00:00.000\"}, {\"close\": 95076.8, \"datetime\": \"2025-01-14T04:00:00.000\"}, {\"close\": 94886.3, \"datetime\": \"2025-01-14T05:00:00.000\"}, {\"close\": 94998.9, \"datetime\": \"2025-01-14T06:00:00.000\"}, {\"close\": 94823.3, \"datetime\": \"2025-01-14T07:00:00.000\"}, {\"close\": 95451.9, \"datetime\": \"2025-01-14T08:00:00.000\"}, {\"close\": 97130.0, \"datetime\": \"2025-01-14T09:00:00.000\"}, {\"close\": 96648.2, \"datetime\": \"2025-01-14T10:00:00.000\"}, {\"close\": 96508.4, \"datetime\": \"2025-01-14T11:00:00.000\"}, {\"close\": 95953.4, \"datetime\": \"2025-01-14T12:00:00.000\"}, {\"close\": 96295.4, \"datetime\": \"2025-01-14T13:00:00.000\"}, {\"close\": 96249.0, \"datetime\": \"2025-01-14T14:00:00.000\"}, {\"close\": 96416.7, \"datetime\": \"2025-01-14T15:00:00.000\"}, {\"close\": 95703.8, \"datetime\": \"2025-01-14T16:00:00.000\"}, {\"close\": 96481.3, \"datetime\": \"2025-01-14T17:00:00.000\"}, {\"close\": 96726.8, \"datetime\": \"2025-01-14T18:00:00.000\"}, {\"close\": 96496.5, \"datetime\": \"2025-01-14T19:00:00.000\"}, {\"close\": 96460.1, \"datetime\": \"2025-01-14T20:00:00.000\"}, {\"close\": 96448.0, \"datetime\": \"2025-01-14T21:00:00.000\"}, {\"close\": 96643.7, \"datetime\": \"2025-01-14T22:00:00.000\"}, {\"close\": 96514.9, \"datetime\": \"2025-01-14T23:00:00.000\"}, {\"close\": 96852.0, \"datetime\": \"2025-01-15T00:00:00.000\"}, {\"close\": 97306.2, \"datetime\": \"2025-01-15T01:00:00.000\"}, {\"close\": 96781.3, \"datetime\": \"2025-01-15T02:00:00.000\"}, {\"close\": 97288.7, \"datetime\": \"2025-01-15T03:00:00.000\"}, {\"close\": 97151.7, \"datetime\": \"2025-01-15T04:00:00.000\"}, {\"close\": 96989.1, \"datetime\": \"2025-01-15T05:00:00.000\"}, {\"close\": 97062.0, \"datetime\": \"2025-01-15T06:00:00.000\"}, {\"close\": 97253.7, \"datetime\": \"2025-01-15T07:00:00.000\"}, {\"close\": 97160.1, \"datetime\": \"2025-01-15T08:00:00.000\"}, {\"close\": 96777.1, \"datetime\": \"2025-01-15T09:00:00.000\"}, {\"close\": 96889.1, \"datetime\": \"2025-01-15T10:00:00.000\"}, {\"close\": 96725.4, \"datetime\": \"2025-01-15T11:00:00.000\"}, {\"close\": 96896.3, \"datetime\": \"2025-01-15T12:00:00.000\"}, {\"close\": 98916.1, \"datetime\": \"2025-01-15T13:00:00.000\"}, {\"close\": 99382.4, \"datetime\": \"2025-01-15T14:00:00.000\"}, {\"close\": 98943.4, \"datetime\": \"2025-01-15T15:00:00.000\"}, {\"close\": 98948.0, \"datetime\": \"2025-01-15T16:00:00.000\"}, {\"close\": 98596.4, \"datetime\": \"2025-01-15T17:00:00.000\"}, {\"close\": 99385.1, \"datetime\": \"2025-01-15T18:00:00.000\"}, {\"close\": 99807.4, \"datetime\": \"2025-01-15T19:00:00.000\"}, {\"close\": 99516.0, \"datetime\": \"2025-01-15T20:00:00.000\"}, {\"close\": 99628.0, \"datetime\": \"2025-01-15T21:00:00.000\"}, {\"close\": 99674.2, \"datetime\": \"2025-01-15T22:00:00.000\"}, {\"close\": 100460.0, \"datetime\": \"2025-01-15T23:00:00.000\"}, {\"close\": 99831.5, \"datetime\": \"2025-01-16T00:00:00.000\"}, {\"close\": 100046.1, \"datetime\": \"2025-01-16T01:00:00.000\"}, {\"close\": 99595.0, \"datetime\": \"2025-01-16T02:00:00.000\"}, {\"close\": 99438.8, \"datetime\": \"2025-01-16T03:00:00.000\"}, {\"close\": 99573.1, \"datetime\": \"2025-01-16T04:00:00.000\"}, {\"close\": 99345.1, \"datetime\": \"2025-01-16T05:00:00.000\"}, {\"close\": 99749.0, \"datetime\": \"2025-01-16T06:00:00.000\"}, {\"close\": 99756.5, \"datetime\": \"2025-01-16T07:00:00.000\"}, {\"close\": 98910.0, \"datetime\": \"2025-01-16T08:00:00.000\"}, {\"close\": 99106.1, \"datetime\": \"2025-01-16T09:00:00.000\"}, {\"close\": 99165.0, \"datetime\": \"2025-01-16T10:00:00.000\"}, {\"close\": 99107.1, \"datetime\": \"2025-01-16T11:00:00.000\"}, {\"close\": 99335.9, \"datetime\": \"2025-01-16T12:00:00.000\"}, {\"close\": 99030.7, \"datetime\": \"2025-01-16T13:00:00.000\"}, {\"close\": 97586.7, \"datetime\": \"2025-01-16T14:00:00.000\"}, {\"close\": 99258.3, \"datetime\": \"2025-01-16T15:00:00.000\"}, {\"close\": 99306.0, \"datetime\": \"2025-01-16T16:00:00.000\"}, {\"close\": 99775.3, \"datetime\": \"2025-01-16T17:00:00.000\"}, {\"close\": 99524.5, \"datetime\": \"2025-01-16T18:00:00.000\"}, {\"close\": 100382.0, \"datetime\": \"2025-01-16T19:00:00.000\"}, {\"close\": 100305.4, \"datetime\": \"2025-01-16T20:00:00.000\"}, {\"close\": 100101.2, \"datetime\": \"2025-01-16T21:00:00.000\"}, {\"close\": 99780.6, \"datetime\": \"2025-01-16T22:00:00.000\"}, {\"close\": 99937.4, \"datetime\": \"2025-01-16T23:00:00.000\"}, {\"close\": 100087.4, \"datetime\": \"2025-01-17T00:00:00.000\"}, {\"close\": 101636.2, \"datetime\": \"2025-01-17T01:00:00.000\"}, {\"close\": 101057.8, \"datetime\": \"2025-01-17T02:00:00.000\"}, {\"close\": 101005.1, \"datetime\": \"2025-01-17T03:00:00.000\"}, {\"close\": 101424.9, \"datetime\": \"2025-01-17T04:00:00.000\"}, {\"close\": 101299.0, \"datetime\": \"2025-01-17T05:00:00.000\"}, {\"close\": 101374.0, \"datetime\": \"2025-01-17T06:00:00.000\"}, {\"close\": 101406.9, \"datetime\": \"2025-01-17T07:00:00.000\"}, {\"close\": 102091.9, \"datetime\": \"2025-01-17T08:00:00.000\"}, {\"close\": 101800.6, \"datetime\": \"2025-01-17T09:00:00.000\"}, {\"close\": 102289.0, \"datetime\": \"2025-01-17T10:00:00.000\"}, {\"close\": 102181.6, \"datetime\": \"2025-01-17T11:00:00.000\"}, {\"close\": 102701.9, \"datetime\": \"2025-01-17T12:00:00.000\"}, {\"close\": 102419.6, \"datetime\": \"2025-01-17T13:00:00.000\"}, {\"close\": 103322.0, \"datetime\": \"2025-01-17T14:00:00.000\"}, {\"close\": 103946.2, \"datetime\": \"2025-01-17T15:00:00.000\"}, {\"close\": 104923.9, \"datetime\": \"2025-01-17T16:00:00.000\"}, {\"close\": 104079.4, \"datetime\": \"2025-01-17T17:00:00.000\"}, {\"close\": 104781.1, \"datetime\": \"2025-01-17T18:00:00.000\"}, {\"close\": 105770.9, \"datetime\": \"2025-01-17T19:00:00.000\"}, {\"close\": 104654.5, \"datetime\": \"2025-01-17T20:00:00.000\"}, {\"close\": 104568.8, \"datetime\": \"2025-01-17T21:00:00.000\"}, {\"close\": 104370.9, \"datetime\": \"2025-01-17T22:00:00.000\"}, {\"close\": 104042.5, \"datetime\": \"2025-01-17T23:00:00.000\"}, {\"close\": 104615.7, \"datetime\": \"2025-01-18T00:00:00.000\"}, {\"close\": 104227.8, \"datetime\": \"2025-01-18T01:00:00.000\"}, {\"close\": 104289.8, \"datetime\": \"2025-01-18T02:00:00.000\"}, {\"close\": 103531.1, \"datetime\": \"2025-01-18T03:00:00.000\"}, {\"close\": 103561.4, \"datetime\": \"2025-01-18T04:00:00.000\"}, {\"close\": 102778.7, \"datetime\": \"2025-01-18T05:00:00.000\"}, {\"close\": 103400.0, \"datetime\": \"2025-01-18T06:00:00.000\"}, {\"close\": 102781.0, \"datetime\": \"2025-01-18T07:00:00.000\"}, {\"close\": 103242.0, \"datetime\": \"2025-01-18T08:00:00.000\"}, {\"close\": 103129.5, \"datetime\": \"2025-01-18T09:00:00.000\"}, {\"close\": 103145.8, \"datetime\": \"2025-01-18T10:00:00.000\"}, {\"close\": 103547.0, \"datetime\": \"2025-01-18T11:00:00.000\"}, {\"close\": 103407.5, \"datetime\": \"2025-01-18T12:00:00.000\"}, {\"close\": 104327.4, \"datetime\": \"2025-01-18T13:00:00.000\"}, {\"close\": 103947.2, \"datetime\": \"2025-01-18T14:00:00.000\"}, {\"close\": 104517.1, \"datetime\": \"2025-01-18T15:00:00.000\"}, {\"close\": 103209.0, \"datetime\": \"2025-01-18T16:00:00.000\"}, {\"close\": 103784.0, \"datetime\": \"2025-01-18T17:00:00.000\"}, {\"close\": 104044.7, \"datetime\": \"2025-01-18T18:00:00.000\"}, {\"close\": 104349.9, \"datetime\": \"2025-01-18T19:00:00.000\"}, {\"close\": 104000.0, \"datetime\": \"2025-01-18T20:00:00.000\"}, {\"close\": 103857.6, \"datetime\": \"2025-01-18T21:00:00.000\"}, {\"close\": 104264.1, \"datetime\": \"2025-01-18T22:00:00.000\"}, {\"close\": 104524.3, \"datetime\": \"2025-01-18T23:00:00.000\"}, {\"close\": 104090.7, \"datetime\": \"2025-01-19T00:00:00.000\"}, {\"close\": 104452.5, \"datetime\": \"2025-01-19T01:00:00.000\"}, {\"close\": 104848.1, \"datetime\": \"2025-01-19T02:00:00.000\"}, {\"close\": 104958.3, \"datetime\": \"2025-01-19T03:00:00.000\"}, {\"close\": 105013.9, \"datetime\": \"2025-01-19T04:00:00.000\"}, {\"close\": 105095.2, \"datetime\": \"2025-01-19T05:00:00.000\"}, {\"close\": 105554.0, \"datetime\": \"2025-01-19T06:00:00.000\"}, {\"close\": 105151.8, \"datetime\": \"2025-01-19T07:00:00.000\"}, {\"close\": 104414.4, \"datetime\": \"2025-01-19T08:00:00.000\"}, {\"close\": 105290.8, \"datetime\": \"2025-01-19T09:00:00.000\"}, {\"close\": 104818.7, \"datetime\": \"2025-01-19T10:00:00.000\"}, {\"close\": 104353.8, \"datetime\": \"2025-01-19T11:00:00.000\"}, {\"close\": 104930.1, \"datetime\": \"2025-01-19T12:00:00.000\"}, {\"close\": 104955.3, \"datetime\": \"2025-01-19T13:00:00.000\"}, {\"close\": 105132.5, \"datetime\": \"2025-01-19T14:00:00.000\"}, {\"close\": 104936.0, \"datetime\": \"2025-01-19T15:00:00.000\"}, {\"close\": 104942.9, \"datetime\": \"2025-01-19T16:00:00.000\"}, {\"close\": 105130.0, \"datetime\": \"2025-01-19T17:00:00.000\"}, {\"close\": 105023.9, \"datetime\": \"2025-01-19T18:00:00.000\"}, {\"close\": 106247.9, \"datetime\": \"2025-01-19T19:00:00.000\"}, {\"close\": 106291.2, \"datetime\": \"2025-01-19T20:00:00.000\"}, {\"close\": 103687.4, \"datetime\": \"2025-01-19T21:00:00.000\"}, {\"close\": 103396.7, \"datetime\": \"2025-01-19T22:00:00.000\"}, {\"close\": 101311.5, \"datetime\": \"2025-01-19T23:00:00.000\"}, {\"close\": 99769.4, \"datetime\": \"2025-01-20T00:00:00.000\"}, {\"close\": 100666.2, \"datetime\": \"2025-01-20T01:00:00.000\"}, {\"close\": 101917.5, \"datetime\": \"2025-01-20T02:00:00.000\"}, {\"close\": 101874.5, \"datetime\": \"2025-01-20T03:00:00.000\"}, {\"close\": 102195.3, \"datetime\": \"2025-01-20T04:00:00.000\"}, {\"close\": 102330.1, \"datetime\": \"2025-01-20T05:00:00.000\"}, {\"close\": 107554.0, \"datetime\": \"2025-01-20T06:00:00.000\"}, {\"close\": 107178.8, \"datetime\": \"2025-01-20T07:00:00.000\"}, {\"close\": 108332.0, \"datetime\": \"2025-01-20T08:00:00.000\"}, {\"close\": 108159.2, \"datetime\": \"2025-01-20T09:00:00.000\"}, {\"close\": 107992.7, \"datetime\": \"2025-01-20T10:00:00.000\"}, {\"close\": 108267.5, \"datetime\": \"2025-01-20T11:00:00.000\"}, {\"close\": 106956.6, \"datetime\": \"2025-01-20T12:00:00.000\"}, {\"close\": 107999.4, \"datetime\": \"2025-01-20T13:00:00.000\"}, {\"close\": 107918.5, \"datetime\": \"2025-01-20T14:00:00.000\"}, {\"close\": 105008.7, \"datetime\": \"2025-01-20T15:00:00.000\"}, {\"close\": 106685.2, \"datetime\": \"2025-01-20T16:00:00.000\"}, {\"close\": 102941.4, \"datetime\": \"2025-01-20T17:00:00.000\"}, {\"close\": 103907.0, \"datetime\": \"2025-01-20T18:00:00.000\"}, {\"close\": 103674.2, \"datetime\": \"2025-01-20T19:00:00.000\"}, {\"close\": 103632.8, \"datetime\": \"2025-01-20T20:00:00.000\"}, {\"close\": 102586.0, \"datetime\": \"2025-01-20T21:00:00.000\"}, {\"close\": 103585.2, \"datetime\": \"2025-01-20T22:00:00.000\"}, {\"close\": 102247.6, \"datetime\": \"2025-01-20T23:00:00.000\"}, {\"close\": 101188.0, \"datetime\": \"2025-01-21T00:00:00.000\"}, {\"close\": 101496.9, \"datetime\": \"2025-01-21T01:00:00.000\"}, {\"close\": 102545.9, \"datetime\": \"2025-01-21T02:00:00.000\"}, {\"close\": 102922.7, \"datetime\": \"2025-01-21T03:00:00.000\"}, {\"close\": 102337.2, \"datetime\": \"2025-01-21T04:00:00.000\"}, {\"close\": 101369.3, \"datetime\": \"2025-01-21T05:00:00.000\"}, {\"close\": 102169.7, \"datetime\": \"2025-01-21T06:00:00.000\"}, {\"close\": 101980.7, \"datetime\": \"2025-01-21T07:00:00.000\"}, {\"close\": 102436.7, \"datetime\": \"2025-01-21T08:00:00.000\"}, {\"close\": 102681.8, \"datetime\": \"2025-01-21T09:00:00.000\"}, {\"close\": 103144.7, \"datetime\": \"2025-01-21T10:00:00.000\"}, {\"close\": 103725.0, \"datetime\": \"2025-01-21T11:00:00.000\"}, {\"close\": 104493.0, \"datetime\": \"2025-01-21T12:00:00.000\"}, {\"close\": 104428.4, \"datetime\": \"2025-01-21T13:00:00.000\"}, {\"close\": 103264.7, \"datetime\": \"2025-01-21T14:00:00.000\"}, {\"close\": 103929.1, \"datetime\": \"2025-01-21T15:00:00.000\"}, {\"close\": 104955.5, \"datetime\": \"2025-01-21T16:00:00.000\"}, {\"close\": 106146.5, \"datetime\": \"2025-01-21T17:00:00.000\"}, {\"close\": 106834.0, \"datetime\": \"2025-01-21T18:00:00.000\"}, {\"close\": 106989.9, \"datetime\": \"2025-01-21T19:00:00.000\"}, {\"close\": 106099.9, \"datetime\": \"2025-01-21T20:00:00.000\"}, {\"close\": 106737.0, \"datetime\": \"2025-01-21T21:00:00.000\"}, {\"close\": 105966.6, \"datetime\": \"2025-01-21T22:00:00.000\"}, {\"close\": 106114.5, \"datetime\": \"2025-01-21T23:00:00.000\"}, {\"close\": 105923.7, \"datetime\": \"2025-01-22T00:00:00.000\"}, {\"close\": 105784.0, \"datetime\": \"2025-01-22T01:00:00.000\"}, {\"close\": 105569.9, \"datetime\": \"2025-01-22T02:00:00.000\"}, {\"close\": 105588.2, \"datetime\": \"2025-01-22T03:00:00.000\"}, {\"close\": 105554.2, \"datetime\": \"2025-01-22T04:00:00.000\"}, {\"close\": 105674.8, \"datetime\": \"2025-01-22T05:00:00.000\"}, {\"close\": 105366.2, \"datetime\": \"2025-01-22T06:00:00.000\"}, {\"close\": 105063.8, \"datetime\": \"2025-01-22T07:00:00.000\"}, {\"close\": 105245.1, \"datetime\": \"2025-01-22T08:00:00.000\"}, {\"close\": 104972.1, \"datetime\": \"2025-01-22T09:00:00.000\"}, {\"close\": 105112.0, \"datetime\": \"2025-01-22T10:00:00.000\"}, {\"close\": 105083.9, \"datetime\": \"2025-01-22T11:00:00.000\"}, {\"close\": 105233.0, \"datetime\": \"2025-01-22T12:00:00.000\"}, {\"close\": 104051.7, \"datetime\": \"2025-01-22T13:00:00.000\"}, {\"close\": 104367.5, \"datetime\": \"2025-01-22T14:00:00.000\"}, {\"close\": 104138.0, \"datetime\": \"2025-01-22T15:00:00.000\"}, {\"close\": 103671.5, \"datetime\": \"2025-01-22T16:00:00.000\"}, {\"close\": 104301.2, \"datetime\": \"2025-01-22T17:00:00.000\"}, {\"close\": 103866.6, \"datetime\": \"2025-01-22T18:00:00.000\"}, {\"close\": 104600.0, \"datetime\": \"2025-01-22T19:00:00.000\"}, {\"close\": 104276.5, \"datetime\": \"2025-01-22T20:00:00.000\"}, {\"close\": 104034.0, \"datetime\": \"2025-01-22T21:00:00.000\"}, {\"close\": 103830.3, \"datetime\": \"2025-01-22T22:00:00.000\"}, {\"close\": 103664.9, \"datetime\": \"2025-01-22T23:00:00.000\"}, {\"close\": 103274.9, \"datetime\": \"2025-01-23T00:00:00.000\"}, {\"close\": 102908.5, \"datetime\": \"2025-01-23T01:00:00.000\"}, {\"close\": 102625.4, \"datetime\": \"2025-01-23T02:00:00.000\"}, {\"close\": 102417.0, \"datetime\": \"2025-01-23T03:00:00.000\"}, {\"close\": 102026.1, \"datetime\": \"2025-01-23T04:00:00.000\"}, {\"close\": 102508.8, \"datetime\": \"2025-01-23T05:00:00.000\"}, {\"close\": 102238.6, \"datetime\": \"2025-01-23T06:00:00.000\"}, {\"close\": 102668.4, \"datetime\": \"2025-01-23T07:00:00.000\"}, {\"close\": 102181.8, \"datetime\": \"2025-01-23T08:00:00.000\"}, {\"close\": 101635.9, \"datetime\": \"2025-01-23T09:00:00.000\"}, {\"close\": 101641.8, \"datetime\": \"2025-01-23T10:00:00.000\"}, {\"close\": 101909.2, \"datetime\": \"2025-01-23T11:00:00.000\"}, {\"close\": 101599.7, \"datetime\": \"2025-01-23T12:00:00.000\"}, {\"close\": 102472.9, \"datetime\": \"2025-01-23T13:00:00.000\"}, {\"close\": 105167.7, \"datetime\": \"2025-01-23T14:00:00.000\"}, {\"close\": 105235.2, \"datetime\": \"2025-01-23T15:00:00.000\"}, {\"close\": 105100.1, \"datetime\": \"2025-01-23T16:00:00.000\"}, {\"close\": 105899.5, \"datetime\": \"2025-01-23T17:00:00.000\"}, {\"close\": 105375.8, \"datetime\": \"2025-01-23T18:00:00.000\"}, {\"close\": 103713.7, \"datetime\": \"2025-01-23T19:00:00.000\"}, {\"close\": 103219.1, \"datetime\": \"2025-01-23T20:00:00.000\"}, {\"close\": 103025.2, \"datetime\": \"2025-01-23T21:00:00.000\"}, {\"close\": 103936.6, \"datetime\": \"2025-01-23T22:00:00.000\"}, {\"close\": 103864.1, \"datetime\": \"2025-01-23T23:00:00.000\"}, {\"close\": 103416.8, \"datetime\": \"2025-01-24T00:00:00.000\"}, {\"close\": 103184.8, \"datetime\": \"2025-01-24T01:00:00.000\"}, {\"close\": 102968.2, \"datetime\": \"2025-01-24T02:00:00.000\"}, {\"close\": 103842.6, \"datetime\": \"2025-01-24T03:00:00.000\"}, {\"close\": 104580.1, \"datetime\": \"2025-01-24T04:00:00.000\"}, {\"close\": 105180.0, \"datetime\": \"2025-01-24T05:00:00.000\"}, {\"close\": 104956.0, \"datetime\": \"2025-01-24T06:00:00.000\"}, {\"close\": 104999.9, \"datetime\": \"2025-01-24T07:00:00.000\"}, {\"close\": 105454.3, \"datetime\": \"2025-01-24T08:00:00.000\"}, {\"close\": 105105.9, \"datetime\": \"2025-01-24T09:00:00.000\"}, {\"close\": 105368.8, \"datetime\": \"2025-01-24T10:00:00.000\"}, {\"close\": 105374.0, \"datetime\": \"2025-01-24T11:00:00.000\"}, {\"close\": 105484.4, \"datetime\": \"2025-01-24T12:00:00.000\"}, {\"close\": 105073.1, \"datetime\": \"2025-01-24T13:00:00.000\"}, {\"close\": 105722.6, \"datetime\": \"2025-01-24T14:00:00.000\"}, {\"close\": 105821.8, \"datetime\": \"2025-01-24T15:00:00.000\"}, {\"close\": 105602.5, \"datetime\": \"2025-01-24T16:00:00.000\"}, {\"close\": 106414.2, \"datetime\": \"2025-01-24T17:00:00.000\"}, {\"close\": 106270.0, \"datetime\": \"2025-01-24T18:00:00.000\"}, {\"close\": 105726.7, \"datetime\": \"2025-01-24T19:00:00.000\"}, {\"close\": 104813.0, \"datetime\": \"2025-01-24T20:00:00.000\"}, {\"close\": 105074.8, \"datetime\": \"2025-01-24T21:00:00.000\"}, {\"close\": 104724.9, \"datetime\": \"2025-01-24T22:00:00.000\"}, {\"close\": 104808.1, \"datetime\": \"2025-01-24T23:00:00.000\"}, {\"close\": 104370.9, \"datetime\": \"2025-01-25T00:00:00.000\"}, {\"close\": 104690.1, \"datetime\": \"2025-01-25T01:00:00.000\"}, {\"close\": 104520.3, \"datetime\": \"2025-01-25T02:00:00.000\"}, {\"close\": 105153.9, \"datetime\": \"2025-01-25T03:00:00.000\"}, {\"close\": 104609.4, \"datetime\": \"2025-01-25T04:00:00.000\"}, {\"close\": 104315.7, \"datetime\": \"2025-01-25T05:00:00.000\"}, {\"close\": 104265.1, \"datetime\": \"2025-01-25T06:00:00.000\"}, {\"close\": 104349.3, \"datetime\": \"2025-01-25T07:00:00.000\"}, {\"close\": 104303.6, \"datetime\": \"2025-01-25T08:00:00.000\"}, {\"close\": 104324.0, \"datetime\": \"2025-01-25T09:00:00.000\"}, {\"close\": 104480.6, \"datetime\": \"2025-01-25T10:00:00.000\"}, {\"close\": 104626.8, \"datetime\": \"2025-01-25T11:00:00.000\"}, {\"close\": 104699.9, \"datetime\": \"2025-01-25T12:00:00.000\"}, {\"close\": 104658.6, \"datetime\": \"2025-01-25T13:00:00.000\"}, {\"close\": 104551.2, \"datetime\": \"2025-01-25T14:00:00.000\"}, {\"close\": 104852.1, \"datetime\": \"2025-01-25T15:00:00.000\"}, {\"close\": 104618.8, \"datetime\": \"2025-01-25T16:00:00.000\"}, {\"close\": 104850.1, \"datetime\": \"2025-01-25T17:00:00.000\"}, {\"close\": 104935.9, \"datetime\": \"2025-01-25T18:00:00.000\"}, {\"close\": 105005.6, \"datetime\": \"2025-01-25T19:00:00.000\"}, {\"close\": 104925.6, \"datetime\": \"2025-01-25T20:00:00.000\"}, {\"close\": 105061.5, \"datetime\": \"2025-01-25T21:00:00.000\"}, {\"close\": 105025.1, \"datetime\": \"2025-01-25T22:00:00.000\"}, {\"close\": 104702.0, \"datetime\": \"2025-01-25T23:00:00.000\"}, {\"close\": 104562.4, \"datetime\": \"2025-01-26T00:00:00.000\"}, {\"close\": 104572.4, \"datetime\": \"2025-01-26T01:00:00.000\"}, {\"close\": 104654.1, \"datetime\": \"2025-01-26T02:00:00.000\"}, {\"close\": 105036.5, \"datetime\": \"2025-01-26T03:00:00.000\"}, {\"close\": 105137.0, \"datetime\": \"2025-01-26T04:00:00.000\"}, {\"close\": 105056.6, \"datetime\": \"2025-01-26T05:00:00.000\"}, {\"close\": 104966.0, \"datetime\": \"2025-01-26T06:00:00.000\"}, {\"close\": 104963.7, \"datetime\": \"2025-01-26T07:00:00.000\"}, {\"close\": 105000.0, \"datetime\": \"2025-01-26T08:00:00.000\"}, {\"close\": 104578.8, \"datetime\": \"2025-01-26T09:00:00.000\"}, {\"close\": 104664.5, \"datetime\": \"2025-01-26T10:00:00.000\"}, {\"close\": 104775.6, \"datetime\": \"2025-01-26T11:00:00.000\"}, {\"close\": 104854.3, \"datetime\": \"2025-01-26T12:00:00.000\"}, {\"close\": 104912.1, \"datetime\": \"2025-01-26T13:00:00.000\"}, {\"close\": 104892.5, \"datetime\": \"2025-01-26T14:00:00.000\"}, {\"close\": 104919.9, \"datetime\": \"2025-01-26T15:00:00.000\"}, {\"close\": 104890.0, \"datetime\": \"2025-01-26T16:00:00.000\"}, {\"close\": 104905.1, \"datetime\": \"2025-01-26T17:00:00.000\"}, {\"close\": 105143.8, \"datetime\": \"2025-01-26T18:00:00.000\"}, {\"close\": 105050.1, \"datetime\": \"2025-01-26T19:00:00.000\"}, {\"close\": 104914.7, \"datetime\": \"2025-01-26T20:00:00.000\"}, {\"close\": 104500.0, \"datetime\": \"2025-01-26T21:00:00.000\"}, {\"close\": 104273.9, \"datetime\": \"2025-01-26T22:00:00.000\"}, {\"close\": 102560.1, \"datetime\": \"2025-01-26T23:00:00.000\"}, {\"close\": 101670.6, \"datetime\": \"2025-01-27T00:00:00.000\"}, {\"close\": 101244.1, \"datetime\": \"2025-01-27T01:00:00.000\"}, {\"close\": 100940.7, \"datetime\": \"2025-01-27T02:00:00.000\"}, {\"close\": 101349.2, \"datetime\": \"2025-01-27T03:00:00.000\"}, {\"close\": 100363.5, \"datetime\": \"2025-01-27T04:00:00.000\"}, {\"close\": 100320.8, \"datetime\": \"2025-01-27T05:00:00.000\"}, {\"close\": 98917.9, \"datetime\": \"2025-01-27T06:00:00.000\"}, {\"close\": 98996.3, \"datetime\": \"2025-01-27T07:00:00.000\"}, {\"close\": 98986.7, \"datetime\": \"2025-01-27T08:00:00.000\"}, {\"close\": 99365.9, \"datetime\": \"2025-01-27T09:00:00.000\"}, {\"close\": 98357.7, \"datetime\": \"2025-01-27T10:00:00.000\"}, {\"close\": 98700.0, \"datetime\": \"2025-01-27T11:00:00.000\"}, {\"close\": 100567.7, \"datetime\": \"2025-01-27T12:00:00.000\"}, {\"close\": 100440.0, \"datetime\": \"2025-01-27T13:00:00.000\"}, {\"close\": 101862.7, \"datetime\": \"2025-01-27T14:00:00.000\"}, {\"close\": 101070.8, \"datetime\": \"2025-01-27T15:00:00.000\"}, {\"close\": 99708.0, \"datetime\": \"2025-01-27T16:00:00.000\"}, {\"close\": 99120.0, \"datetime\": \"2025-01-27T17:00:00.000\"}, {\"close\": 99159.1, \"datetime\": \"2025-01-27T18:00:00.000\"}, {\"close\": 99660.4, \"datetime\": \"2025-01-27T19:00:00.000\"}, {\"close\": 101349.1, \"datetime\": \"2025-01-27T20:00:00.000\"}, {\"close\": 101306.9, \"datetime\": \"2025-01-27T21:00:00.000\"}, {\"close\": 101585.1, \"datetime\": \"2025-01-27T22:00:00.000\"}, {\"close\": 102021.3, \"datetime\": \"2025-01-27T23:00:00.000\"}, {\"close\": 101812.5, \"datetime\": \"2025-01-28T00:00:00.000\"}, {\"close\": 101319.6, \"datetime\": \"2025-01-28T01:00:00.000\"}, {\"close\": 102339.7, \"datetime\": \"2025-01-28T02:00:00.000\"}, {\"close\": 102582.7, \"datetime\": \"2025-01-28T03:00:00.000\"}, {\"close\": 102865.1, \"datetime\": \"2025-01-28T04:00:00.000\"}, {\"close\": 102969.0, \"datetime\": \"2025-01-28T05:00:00.000\"}, {\"close\": 102697.7, \"datetime\": \"2025-01-28T06:00:00.000\"}, {\"close\": 102753.8, \"datetime\": \"2025-01-28T07:00:00.000\"}, {\"close\": 102806.9, \"datetime\": \"2025-01-28T08:00:00.000\"}, {\"close\": 102925.2, \"datetime\": \"2025-01-28T09:00:00.000\"}, {\"close\": 102707.8, \"datetime\": \"2025-01-28T10:00:00.000\"}, {\"close\": 102717.9, \"datetime\": \"2025-01-28T11:00:00.000\"}, {\"close\": 102554.2, \"datetime\": \"2025-01-28T12:00:00.000\"}, {\"close\": 102549.8, \"datetime\": \"2025-01-28T13:00:00.000\"}, {\"close\": 102599.9, \"datetime\": \"2025-01-28T14:00:00.000\"}, {\"close\": 102730.6, \"datetime\": \"2025-01-28T15:00:00.000\"}, {\"close\": 102211.8, \"datetime\": \"2025-01-28T16:00:00.000\"}, {\"close\": 102525.2, \"datetime\": \"2025-01-28T17:00:00.000\"}, {\"close\": 102161.1, \"datetime\": \"2025-01-28T18:00:00.000\"}, {\"close\": 102368.7, \"datetime\": \"2025-01-28T19:00:00.000\"}, {\"close\": 101226.3, \"datetime\": \"2025-01-28T20:00:00.000\"}, {\"close\": 100298.7, \"datetime\": \"2025-01-28T21:00:00.000\"}, {\"close\": 101220.4, \"datetime\": \"2025-01-28T22:00:00.000\"}, {\"close\": 101279.6, \"datetime\": \"2025-01-28T23:00:00.000\"}, {\"close\": 101651.6, \"datetime\": \"2025-01-29T00:00:00.000\"}, {\"close\": 101806.1, \"datetime\": \"2025-01-29T01:00:00.000\"}, {\"close\": 101744.8, \"datetime\": \"2025-01-29T02:00:00.000\"}, {\"close\": 101994.0, \"datetime\": \"2025-01-29T03:00:00.000\"}, {\"close\": 101956.5, \"datetime\": \"2025-01-29T04:00:00.000\"}, {\"close\": 102218.3, \"datetime\": \"2025-01-29T05:00:00.000\"}, {\"close\": 102763.3, \"datetime\": \"2025-01-29T06:00:00.000\"}, {\"close\": 102723.2, \"datetime\": \"2025-01-29T07:00:00.000\"}, {\"close\": 102705.0, \"datetime\": \"2025-01-29T08:00:00.000\"}, {\"close\": 102300.0, \"datetime\": \"2025-01-29T09:00:00.000\"}, {\"close\": 102510.0, \"datetime\": \"2025-01-29T10:00:00.000\"}, {\"close\": 102594.7, \"datetime\": \"2025-01-29T11:00:00.000\"}, {\"close\": 102189.9, \"datetime\": \"2025-01-29T12:00:00.000\"}, {\"close\": 101788.7, \"datetime\": \"2025-01-29T13:00:00.000\"}, {\"close\": 101989.7, \"datetime\": \"2025-01-29T14:00:00.000\"}, {\"close\": 101934.2, \"datetime\": \"2025-01-29T15:00:00.000\"}, {\"close\": 102057.4, \"datetime\": \"2025-01-29T16:00:00.000\"}, {\"close\": 102362.8, \"datetime\": \"2025-01-29T17:00:00.000\"}, {\"close\": 102807.7, \"datetime\": \"2025-01-29T18:00:00.000\"}, {\"close\": 103550.5, \"datetime\": \"2025-01-29T19:00:00.000\"}, {\"close\": 104155.5, \"datetime\": \"2025-01-29T20:00:00.000\"}, {\"close\": 103681.7, \"datetime\": \"2025-01-29T21:00:00.000\"}, {\"close\": 103440.0, \"datetime\": \"2025-01-29T22:00:00.000\"}, {\"close\": 103698.2, \"datetime\": \"2025-01-29T23:00:00.000\"}, {\"close\": 103978.3, \"datetime\": \"2025-01-30T00:00:00.000\"}, {\"close\": 104221.9, \"datetime\": \"2025-01-30T01:00:00.000\"}, {\"close\": 104644.1, \"datetime\": \"2025-01-30T02:00:00.000\"}, {\"close\": 105155.7, \"datetime\": \"2025-01-30T03:00:00.000\"}, {\"close\": 105432.3, \"datetime\": \"2025-01-30T04:00:00.000\"}, {\"close\": 105343.1, \"datetime\": \"2025-01-30T05:00:00.000\"}, {\"close\": 105140.1, \"datetime\": \"2025-01-30T06:00:00.000\"}, {\"close\": 105085.1, \"datetime\": \"2025-01-30T07:00:00.000\"}, {\"close\": 105010.0, \"datetime\": \"2025-01-30T08:00:00.000\"}, {\"close\": 105369.2, \"datetime\": \"2025-01-30T09:00:00.000\"}, {\"close\": 105298.7, \"datetime\": \"2025-01-30T10:00:00.000\"}, {\"close\": 105251.9, \"datetime\": \"2025-01-30T11:00:00.000\"}, {\"close\": 104976.4, \"datetime\": \"2025-01-30T12:00:00.000\"}, {\"close\": 104835.0, \"datetime\": \"2025-01-30T13:00:00.000\"}, {\"close\": 105879.8, \"datetime\": \"2025-01-30T14:00:00.000\"}, {\"close\": 105519.4, \"datetime\": \"2025-01-30T15:00:00.000\"}, {\"close\": 105657.3, \"datetime\": \"2025-01-30T16:00:00.000\"}, {\"close\": 105240.1, \"datetime\": \"2025-01-30T17:00:00.000\"}, {\"close\": 105523.4, \"datetime\": \"2025-01-30T18:00:00.000\"}, {\"close\": 105659.8, \"datetime\": \"2025-01-30T19:00:00.000\"}, {\"close\": 104836.2, \"datetime\": \"2025-01-30T20:00:00.000\"}, {\"close\": 104996.4, \"datetime\": \"2025-01-30T21:00:00.000\"}, {\"close\": 105041.9, \"datetime\": \"2025-01-30T22:00:00.000\"}, {\"close\": 104676.9, \"datetime\": \"2025-01-30T23:00:00.000\"}, {\"close\": 104844.6, \"datetime\": \"2025-01-31T00:00:00.000\"}, {\"close\": 104693.3, \"datetime\": \"2025-01-31T01:00:00.000\"}, {\"close\": 104300.1, \"datetime\": \"2025-01-31T02:00:00.000\"}, {\"close\": 104286.7, \"datetime\": \"2025-01-31T03:00:00.000\"}, {\"close\": 103977.7, \"datetime\": \"2025-01-31T04:00:00.000\"}, {\"close\": 104274.8, \"datetime\": \"2025-01-31T05:00:00.000\"}, {\"close\": 104468.1, \"datetime\": \"2025-01-31T06:00:00.000\"}, {\"close\": 104160.1, \"datetime\": \"2025-01-31T07:00:00.000\"}, {\"close\": 103990.1, \"datetime\": \"2025-01-31T08:00:00.000\"}, {\"close\": 104221.9, \"datetime\": \"2025-01-31T09:00:00.000\"}, {\"close\": 104249.0, \"datetime\": \"2025-01-31T10:00:00.000\"}, {\"close\": 104691.9, \"datetime\": \"2025-01-31T11:00:00.000\"}, {\"close\": 104665.3, \"datetime\": \"2025-01-31T12:00:00.000\"}, {\"close\": 104631.6, \"datetime\": \"2025-01-31T13:00:00.000\"}, {\"close\": 104407.5, \"datetime\": \"2025-01-31T14:00:00.000\"}, {\"close\": 105407.0, \"datetime\": \"2025-01-31T15:00:00.000\"}, {\"close\": 105041.6, \"datetime\": \"2025-01-31T16:00:00.000\"}, {\"close\": 104538.9, \"datetime\": \"2025-01-31T17:00:00.000\"}, {\"close\": 102600.1, \"datetime\": \"2025-01-31T18:00:00.000\"}, {\"close\": 102275.8, \"datetime\": \"2025-01-31T19:00:00.000\"}, {\"close\": 101647.5, \"datetime\": \"2025-01-31T20:00:00.000\"}, {\"close\": 102099.9, \"datetime\": \"2025-01-31T21:00:00.000\"}, {\"close\": 102212.9, \"datetime\": \"2025-01-31T22:00:00.000\"}, {\"close\": 102379.7, \"datetime\": \"2025-01-31T23:00:00.000\"}, {\"close\": 102450.2, \"datetime\": \"2025-02-01T00:00:00.000\"}, {\"close\": 102521.2, \"datetime\": \"2025-02-01T01:00:00.000\"}, {\"close\": 102407.0, \"datetime\": \"2025-02-01T02:00:00.000\"}, {\"close\": 102203.9, \"datetime\": \"2025-02-01T03:00:00.000\"}, {\"close\": 102271.1, \"datetime\": \"2025-02-01T04:00:00.000\"}, {\"close\": 102445.0, \"datetime\": \"2025-02-01T05:00:00.000\"}, {\"close\": 102366.8, \"datetime\": \"2025-02-01T06:00:00.000\"}, {\"close\": 102127.0, \"datetime\": \"2025-02-01T07:00:00.000\"}, {\"close\": 101975.9, \"datetime\": \"2025-02-01T08:00:00.000\"}, {\"close\": 101639.0, \"datetime\": \"2025-02-01T09:00:00.000\"}, {\"close\": 101597.6, \"datetime\": \"2025-02-01T10:00:00.000\"}, {\"close\": 101980.1, \"datetime\": \"2025-02-01T11:00:00.000\"}, {\"close\": 102229.2, \"datetime\": \"2025-02-01T12:00:00.000\"}, {\"close\": 101833.4, \"datetime\": \"2025-02-01T13:00:00.000\"}, {\"close\": 101779.3, \"datetime\": \"2025-02-01T14:00:00.000\"}, {\"close\": 102031.5, \"datetime\": \"2025-02-01T15:00:00.000\"}, {\"close\": 101860.0, \"datetime\": \"2025-02-01T16:00:00.000\"}, {\"close\": 102219.0, \"datetime\": \"2025-02-01T17:00:00.000\"}, {\"close\": 101958.3, \"datetime\": \"2025-02-01T18:00:00.000\"}, {\"close\": 101620.1, \"datetime\": \"2025-02-01T19:00:00.000\"}, {\"close\": 101295.5, \"datetime\": \"2025-02-01T20:00:00.000\"}, {\"close\": 101149.9, \"datetime\": \"2025-02-01T21:00:00.000\"}, {\"close\": 100615.1, \"datetime\": \"2025-02-01T22:00:00.000\"}, {\"close\": 100603.6, \"datetime\": \"2025-02-01T23:00:00.000\"}, {\"close\": 101208.6, \"datetime\": \"2025-02-02T00:00:00.000\"}, {\"close\": 101214.6, \"datetime\": \"2025-02-02T01:00:00.000\"}, {\"close\": 100401.4, \"datetime\": \"2025-02-02T02:00:00.000\"}, {\"close\": 99160.8, \"datetime\": \"2025-02-02T03:00:00.000\"}, {\"close\": 99490.1, \"datetime\": \"2025-02-02T04:00:00.000\"}, {\"close\": 100211.9, \"datetime\": \"2025-02-02T05:00:00.000\"}, {\"close\": 100227.7, \"datetime\": \"2025-02-02T06:00:00.000\"}, {\"close\": 99586.2, \"datetime\": \"2025-02-02T07:00:00.000\"}, {\"close\": 99782.0, \"datetime\": \"2025-02-02T08:00:00.000\"}, {\"close\": 99639.9, \"datetime\": \"2025-02-02T09:00:00.000\"}, {\"close\": 99370.3, \"datetime\": \"2025-02-02T10:00:00.000\"}, {\"close\": 98811.6, \"datetime\": \"2025-02-02T11:00:00.000\"}, {\"close\": 98124.4, \"datetime\": \"2025-02-02T12:00:00.000\"}, {\"close\": 98750.0, \"datetime\": \"2025-02-02T13:00:00.000\"}, {\"close\": 99158.2, \"datetime\": \"2025-02-02T14:00:00.000\"}, {\"close\": 99298.6, \"datetime\": \"2025-02-02T15:00:00.000\"}, {\"close\": 98222.2, \"datetime\": \"2025-02-02T16:00:00.000\"}, {\"close\": 97203.3, \"datetime\": \"2025-02-02T17:00:00.000\"}, {\"close\": 97050.5, \"datetime\": \"2025-02-02T18:00:00.000\"}, {\"close\": 98232.0, \"datetime\": \"2025-02-02T19:00:00.000\"}, {\"close\": 97759.1, \"datetime\": \"2025-02-02T20:00:00.000\"}, {\"close\": 96998.8, \"datetime\": \"2025-02-02T21:00:00.000\"}, {\"close\": 97971.6, \"datetime\": \"2025-02-02T22:00:00.000\"}, {\"close\": 97664.5, \"datetime\": \"2025-02-02T23:00:00.000\"}, {\"close\": 96464.6, \"datetime\": \"2025-02-03T00:00:00.000\"}, {\"close\": 93408.4, \"datetime\": \"2025-02-03T01:00:00.000\"}, {\"close\": 93539.1, \"datetime\": \"2025-02-03T02:00:00.000\"}, {\"close\": 94001.6, \"datetime\": \"2025-02-03T03:00:00.000\"}, {\"close\": 92765.2, \"datetime\": \"2025-02-03T04:00:00.000\"}, {\"close\": 94171.9, \"datetime\": \"2025-02-03T05:00:00.000\"}, {\"close\": 93872.7, \"datetime\": \"2025-02-03T06:00:00.000\"}, {\"close\": 95271.1, \"datetime\": \"2025-02-03T07:00:00.000\"}, {\"close\": 95281.5, \"datetime\": \"2025-02-03T08:00:00.000\"}, {\"close\": 95227.2, \"datetime\": \"2025-02-03T09:00:00.000\"}, {\"close\": 95669.0, \"datetime\": \"2025-02-03T10:00:00.000\"}, {\"close\": 95070.8, \"datetime\": \"2025-02-03T11:00:00.000\"}, {\"close\": 94731.0, \"datetime\": \"2025-02-03T12:00:00.000\"}, {\"close\": 94615.5, \"datetime\": \"2025-02-03T13:00:00.000\"}, {\"close\": 96540.3, \"datetime\": \"2025-02-03T14:00:00.000\"}, {\"close\": 98802.7, \"datetime\": \"2025-02-03T15:00:00.000\"}, {\"close\": 98508.5, \"datetime\": \"2025-02-03T16:00:00.000\"}, {\"close\": 99150.1, \"datetime\": \"2025-02-03T17:00:00.000\"}, {\"close\": 99773.0, \"datetime\": \"2025-02-03T18:00:00.000\"}, {\"close\": 101831.9, \"datetime\": \"2025-02-03T19:00:00.000\"}, {\"close\": 101034.5, \"datetime\": \"2025-02-03T20:00:00.000\"}, {\"close\": 101741.8, \"datetime\": \"2025-02-03T21:00:00.000\"}, {\"close\": 101648.5, \"datetime\": \"2025-02-03T22:00:00.000\"}, {\"close\": 101293.7, \"datetime\": \"2025-02-03T23:00:00.000\"}, {\"close\": 101026.4, \"datetime\": \"2025-02-04T00:00:00.000\"}, {\"close\": 101340.4, \"datetime\": \"2025-02-04T01:00:00.000\"}, {\"close\": 100811.4, \"datetime\": \"2025-02-04T02:00:00.000\"}, {\"close\": 100597.1, \"datetime\": \"2025-02-04T03:00:00.000\"}, {\"close\": 100008.5, \"datetime\": \"2025-02-04T04:00:00.000\"}, {\"close\": 98818.3, \"datetime\": \"2025-02-04T05:00:00.000\"}, {\"close\": 99318.9, \"datetime\": \"2025-02-04T06:00:00.000\"}, {\"close\": 98405.1, \"datetime\": \"2025-02-04T07:00:00.000\"}, {\"close\": 98245.0, \"datetime\": \"2025-02-04T08:00:00.000\"}, {\"close\": 98307.7, \"datetime\": \"2025-02-04T09:00:00.000\"}, {\"close\": 98742.0, \"datetime\": \"2025-02-04T10:00:00.000\"}, {\"close\": 98924.0, \"datetime\": \"2025-02-04T11:00:00.000\"}, {\"close\": 99326.0, \"datetime\": \"2025-02-04T12:00:00.000\"}, {\"close\": 98967.6, \"datetime\": \"2025-02-04T13:00:00.000\"}, {\"close\": 99942.9, \"datetime\": \"2025-02-04T14:00:00.000\"}, {\"close\": 99310.6, \"datetime\": \"2025-02-04T15:00:00.000\"}, {\"close\": 99020.5, \"datetime\": \"2025-02-04T16:00:00.000\"}, {\"close\": 99143.8, \"datetime\": \"2025-02-04T17:00:00.000\"}, {\"close\": 99374.4, \"datetime\": \"2025-02-04T18:00:00.000\"}, {\"close\": 98811.8, \"datetime\": \"2025-02-04T19:00:00.000\"}, {\"close\": 98596.6, \"datetime\": \"2025-02-04T20:00:00.000\"}, {\"close\": 96456.5, \"datetime\": \"2025-02-04T21:00:00.000\"}, {\"close\": 97639.7, \"datetime\": \"2025-02-04T22:00:00.000\"}, {\"close\": 97709.9, \"datetime\": \"2025-02-04T23:00:00.000\"}, {\"close\": 98213.0, \"datetime\": \"2025-02-05T00:00:00.000\"}, {\"close\": 97809.0, \"datetime\": \"2025-02-05T01:00:00.000\"}, {\"close\": 97933.3, \"datetime\": \"2025-02-05T02:00:00.000\"}, {\"close\": 97989.5, \"datetime\": \"2025-02-05T03:00:00.000\"}, {\"close\": 98000.0, \"datetime\": \"2025-02-05T04:00:00.000\"}, {\"close\": 98107.1, \"datetime\": \"2025-02-05T05:00:00.000\"}, {\"close\": 97618.3, \"datetime\": \"2025-02-05T06:00:00.000\"}, {\"close\": 97814.9, \"datetime\": \"2025-02-05T07:00:00.000\"}, {\"close\": 97573.4, \"datetime\": \"2025-02-05T08:00:00.000\"}, {\"close\": 97371.3, \"datetime\": \"2025-02-05T09:00:00.000\"}, {\"close\": 97691.8, \"datetime\": \"2025-02-05T10:00:00.000\"}, {\"close\": 98161.7, \"datetime\": \"2025-02-05T11:00:00.000\"}, {\"close\": 98018.4, \"datetime\": \"2025-02-05T12:00:00.000\"}, {\"close\": 98527.4, \"datetime\": \"2025-02-05T13:00:00.000\"}, {\"close\": 98250.8, \"datetime\": \"2025-02-05T14:00:00.000\"}, {\"close\": 98063.3, \"datetime\": \"2025-02-05T15:00:00.000\"}, {\"close\": 97936.9, \"datetime\": \"2025-02-05T16:00:00.000\"}, {\"close\": 97501.5, \"datetime\": \"2025-02-05T17:00:00.000\"}, {\"close\": 96680.0, \"datetime\": \"2025-02-05T18:00:00.000\"}, {\"close\": 97327.1, \"datetime\": \"2025-02-05T19:00:00.000\"}, {\"close\": 97270.1, \"datetime\": \"2025-02-05T20:00:00.000\"}, {\"close\": 96884.1, \"datetime\": \"2025-02-05T21:00:00.000\"}, {\"close\": 96412.9, \"datetime\": \"2025-02-05T22:00:00.000\"}, {\"close\": 96553.2, \"datetime\": \"2025-02-05T23:00:00.000\"}, {\"close\": 96777.1, \"datetime\": \"2025-02-06T00:00:00.000\"}, {\"close\": 97116.1, \"datetime\": \"2025-02-06T01:00:00.000\"}, {\"close\": 97313.7, \"datetime\": \"2025-02-06T02:00:00.000\"}, {\"close\": 97305.6, \"datetime\": \"2025-02-06T03:00:00.000\"}, {\"close\": 97573.1, \"datetime\": \"2025-02-06T04:00:00.000\"}, {\"close\": 97775.2, \"datetime\": \"2025-02-06T05:00:00.000\"}, {\"close\": 98333.0, \"datetime\": \"2025-02-06T06:00:00.000\"}, {\"close\": 98164.9, \"datetime\": \"2025-02-06T07:00:00.000\"}, {\"close\": 98089.9, \"datetime\": \"2025-02-06T08:00:00.000\"}, {\"close\": 98566.4, \"datetime\": \"2025-02-06T09:00:00.000\"}, {\"close\": 98980.1, \"datetime\": \"2025-02-06T10:00:00.000\"}, {\"close\": 98826.3, \"datetime\": \"2025-02-06T11:00:00.000\"}, {\"close\": 98314.1, \"datetime\": \"2025-02-06T12:00:00.000\"}, {\"close\": 98563.5, \"datetime\": \"2025-02-06T13:00:00.000\"}, {\"close\": 97797.1, \"datetime\": \"2025-02-06T14:00:00.000\"}, {\"close\": 97285.6, \"datetime\": \"2025-02-06T15:00:00.000\"}, {\"close\": 96542.5, \"datetime\": \"2025-02-06T16:00:00.000\"}, {\"close\": 96662.7, \"datetime\": \"2025-02-06T17:00:00.000\"}, {\"close\": 96274.1, \"datetime\": \"2025-02-06T18:00:00.000\"}, {\"close\": 95946.1, \"datetime\": \"2025-02-06T19:00:00.000\"}, {\"close\": 96884.2, \"datetime\": \"2025-02-06T20:00:00.000\"}, {\"close\": 96780.0, \"datetime\": \"2025-02-06T21:00:00.000\"}, {\"close\": 96923.0, \"datetime\": \"2025-02-06T22:00:00.000\"}, {\"close\": 96515.1, \"datetime\": \"2025-02-06T23:00:00.000\"}, {\"close\": 96460.9, \"datetime\": \"2025-02-07T00:00:00.000\"}, {\"close\": 97350.9, \"datetime\": \"2025-02-07T01:00:00.000\"}, {\"close\": 97534.2, \"datetime\": \"2025-02-07T02:00:00.000\"}, {\"close\": 97410.2, \"datetime\": \"2025-02-07T03:00:00.000\"}, {\"close\": 97383.0, \"datetime\": \"2025-02-07T04:00:00.000\"}, {\"close\": 97305.9, \"datetime\": \"2025-02-07T05:00:00.000\"}, {\"close\": 96714.2, \"datetime\": \"2025-02-07T06:00:00.000\"}, {\"close\": 96705.1, \"datetime\": \"2025-02-07T07:00:00.000\"}, {\"close\": 96980.0, \"datetime\": \"2025-02-07T08:00:00.000\"}, {\"close\": 97239.8, \"datetime\": \"2025-02-07T09:00:00.000\"}, {\"close\": 97220.0, \"datetime\": \"2025-02-07T10:00:00.000\"}, {\"close\": 97703.8, \"datetime\": \"2025-02-07T11:00:00.000\"}, {\"close\": 97917.3, \"datetime\": \"2025-02-07T12:00:00.000\"}, {\"close\": 98787.9, \"datetime\": \"2025-02-07T13:00:00.000\"}, {\"close\": 99672.7, \"datetime\": \"2025-02-07T14:00:00.000\"}, {\"close\": 98257.1, \"datetime\": \"2025-02-07T15:00:00.000\"}, {\"close\": 97789.1, \"datetime\": \"2025-02-07T16:00:00.000\"}, {\"close\": 97378.0, \"datetime\": \"2025-02-07T17:00:00.000\"}, {\"close\": 97700.0, \"datetime\": \"2025-02-07T18:00:00.000\"}, {\"close\": 96840.1, \"datetime\": \"2025-02-07T19:00:00.000\"}, {\"close\": 95717.5, \"datetime\": \"2025-02-07T20:00:00.000\"}, {\"close\": 95966.1, \"datetime\": \"2025-02-07T21:00:00.000\"}, {\"close\": 96014.3, \"datetime\": \"2025-02-07T22:00:00.000\"}, {\"close\": 96454.5, \"datetime\": \"2025-02-07T23:00:00.000\"}, {\"close\": 96613.1, \"datetime\": \"2025-02-08T00:00:00.000\"}, {\"close\": 96479.2, \"datetime\": \"2025-02-08T01:00:00.000\"}, {\"close\": 96715.4, \"datetime\": \"2025-02-08T02:00:00.000\"}, {\"close\": 96660.0, \"datetime\": \"2025-02-08T03:00:00.000\"}, {\"close\": 96266.8, \"datetime\": \"2025-02-08T04:00:00.000\"}, {\"close\": 96165.0, \"datetime\": \"2025-02-08T05:00:00.000\"}, {\"close\": 95951.4, \"datetime\": \"2025-02-08T06:00:00.000\"}, {\"close\": 96153.4, \"datetime\": \"2025-02-08T07:00:00.000\"}, {\"close\": 95844.1, \"datetime\": \"2025-02-08T08:00:00.000\"}, {\"close\": 96123.2, \"datetime\": \"2025-02-08T09:00:00.000\"}, {\"close\": 96001.6, \"datetime\": \"2025-02-08T10:00:00.000\"}, {\"close\": 96074.1, \"datetime\": \"2025-02-08T11:00:00.000\"}, {\"close\": 96017.5, \"datetime\": \"2025-02-08T12:00:00.000\"}, {\"close\": 96200.1, \"datetime\": \"2025-02-08T13:00:00.000\"}, {\"close\": 96062.3, \"datetime\": \"2025-02-08T14:00:00.000\"}, {\"close\": 95798.0, \"datetime\": \"2025-02-08T15:00:00.000\"}, {\"close\": 96082.8, \"datetime\": \"2025-02-08T16:00:00.000\"}, {\"close\": 96328.6, \"datetime\": \"2025-02-08T17:00:00.000\"}, {\"close\": 96462.6, \"datetime\": \"2025-02-08T18:00:00.000\"}, {\"close\": 96550.0, \"datetime\": \"2025-02-08T19:00:00.000\"}, {\"close\": 96421.5, \"datetime\": \"2025-02-08T20:00:00.000\"}, {\"close\": 96499.4, \"datetime\": \"2025-02-08T21:00:00.000\"}, {\"close\": 96441.5, \"datetime\": \"2025-02-08T22:00:00.000\"}, {\"close\": 96411.9, \"datetime\": \"2025-02-08T23:00:00.000\"}, {\"close\": 96520.1, \"datetime\": \"2025-02-09T00:00:00.000\"}, {\"close\": 96934.6, \"datetime\": \"2025-02-09T01:00:00.000\"}, {\"close\": 96688.8, \"datetime\": \"2025-02-09T02:00:00.000\"}, {\"close\": 97278.4, \"datetime\": \"2025-02-09T03:00:00.000\"}, {\"close\": 97187.0, \"datetime\": \"2025-02-09T04:00:00.000\"}, {\"close\": 96990.5, \"datetime\": \"2025-02-09T05:00:00.000\"}, {\"close\": 96963.7, \"datetime\": \"2025-02-09T06:00:00.000\"}, {\"close\": 97020.0, \"datetime\": \"2025-02-09T07:00:00.000\"}, {\"close\": 97032.2, \"datetime\": \"2025-02-09T08:00:00.000\"}, {\"close\": 96882.7, \"datetime\": \"2025-02-09T09:00:00.000\"}, {\"close\": 96731.0, \"datetime\": \"2025-02-09T10:00:00.000\"}, {\"close\": 96511.2, \"datetime\": \"2025-02-09T11:00:00.000\"}, {\"close\": 96493.2, \"datetime\": \"2025-02-09T12:00:00.000\"}, {\"close\": 95835.5, \"datetime\": \"2025-02-09T13:00:00.000\"}, {\"close\": 96080.1, \"datetime\": \"2025-02-09T14:00:00.000\"}, {\"close\": 96438.0, \"datetime\": \"2025-02-09T15:00:00.000\"}, {\"close\": 96406.2, \"datetime\": \"2025-02-09T16:00:00.000\"}, {\"close\": 96130.1, \"datetime\": \"2025-02-09T17:00:00.000\"}, {\"close\": 96166.4, \"datetime\": \"2025-02-09T18:00:00.000\"}, {\"close\": 96011.4, \"datetime\": \"2025-02-09T19:00:00.000\"}, {\"close\": 96277.0, \"datetime\": \"2025-02-09T20:00:00.000\"}, {\"close\": 95120.9, \"datetime\": \"2025-02-09T21:00:00.000\"}, {\"close\": 95779.9, \"datetime\": \"2025-02-09T22:00:00.000\"}, {\"close\": 96423.6, \"datetime\": \"2025-02-09T23:00:00.000\"}, {\"close\": 96677.7, \"datetime\": \"2025-02-10T00:00:00.000\"}, {\"close\": 95544.0, \"datetime\": \"2025-02-10T01:00:00.000\"}, {\"close\": 95764.4, \"datetime\": \"2025-02-10T02:00:00.000\"}, {\"close\": 96770.0, \"datetime\": \"2025-02-10T03:00:00.000\"}, {\"close\": 96905.2, \"datetime\": \"2025-02-10T04:00:00.000\"}, {\"close\": 96979.6, \"datetime\": \"2025-02-10T05:00:00.000\"}, {\"close\": 97115.9, \"datetime\": \"2025-02-10T06:00:00.000\"}, {\"close\": 97386.3, \"datetime\": \"2025-02-10T07:00:00.000\"}, {\"close\": 97645.3, \"datetime\": \"2025-02-10T08:00:00.000\"}, {\"close\": 97630.1, \"datetime\": \"2025-02-10T09:00:00.000\"}, {\"close\": 97699.9, \"datetime\": \"2025-02-10T10:00:00.000\"}, {\"close\": 97627.2, \"datetime\": \"2025-02-10T11:00:00.000\"}, {\"close\": 97328.6, \"datetime\": \"2025-02-10T12:00:00.000\"}, {\"close\": 98175.3, \"datetime\": \"2025-02-10T13:00:00.000\"}, {\"close\": 97233.8, \"datetime\": \"2025-02-10T14:00:00.000\"}, {\"close\": 97187.7, \"datetime\": \"2025-02-10T15:00:00.000\"}, {\"close\": 97266.6, \"datetime\": \"2025-02-10T16:00:00.000\"}, {\"close\": 97455.1, \"datetime\": \"2025-02-10T17:00:00.000\"}, {\"close\": 97519.9, \"datetime\": \"2025-02-10T18:00:00.000\"}, {\"close\": 97343.6, \"datetime\": \"2025-02-10T19:00:00.000\"}, {\"close\": 97297.6, \"datetime\": \"2025-02-10T20:00:00.000\"}, {\"close\": 97340.2, \"datetime\": \"2025-02-10T21:00:00.000\"}, {\"close\": 97343.2, \"datetime\": \"2025-02-10T22:00:00.000\"}, {\"close\": 97379.2, \"datetime\": \"2025-02-10T23:00:00.000\"}, {\"close\": 97733.6, \"datetime\": \"2025-02-11T00:00:00.000\"}, {\"close\": 97946.0, \"datetime\": \"2025-02-11T01:00:00.000\"}, {\"close\": 97719.9, \"datetime\": \"2025-02-11T02:00:00.000\"}, {\"close\": 97565.5, \"datetime\": \"2025-02-11T03:00:00.000\"}, {\"close\": 98019.0, \"datetime\": \"2025-02-11T04:00:00.000\"}, {\"close\": 98378.8, \"datetime\": \"2025-02-11T05:00:00.000\"}, {\"close\": 98379.0, \"datetime\": \"2025-02-11T06:00:00.000\"}, {\"close\": 98231.1, \"datetime\": \"2025-02-11T07:00:00.000\"}, {\"close\": 98199.9, \"datetime\": \"2025-02-11T08:00:00.000\"}, {\"close\": 97960.4, \"datetime\": \"2025-02-11T09:00:00.000\"}, {\"close\": 97915.0, \"datetime\": \"2025-02-11T10:00:00.000\"}, {\"close\": 98100.0, \"datetime\": \"2025-02-11T11:00:00.000\"}, {\"close\": 97726.2, \"datetime\": \"2025-02-11T12:00:00.000\"}, {\"close\": 96730.8, \"datetime\": \"2025-02-11T13:00:00.000\"}, {\"close\": 96905.0, \"datetime\": \"2025-02-11T14:00:00.000\"}, {\"close\": 96963.3, \"datetime\": \"2025-02-11T15:00:00.000\"}, {\"close\": 96328.0, \"datetime\": \"2025-02-11T16:00:00.000\"}, {\"close\": 96120.0, \"datetime\": \"2025-02-11T17:00:00.000\"}, {\"close\": 95433.3, \"datetime\": \"2025-02-11T18:00:00.000\"}, {\"close\": 94988.0, \"datetime\": \"2025-02-11T19:00:00.000\"}, {\"close\": 95260.0, \"datetime\": \"2025-02-11T20:00:00.000\"}, {\"close\": 96344.0, \"datetime\": \"2025-02-11T21:00:00.000\"}, {\"close\": 95541.2, \"datetime\": \"2025-02-11T22:00:00.000\"}, {\"close\": 95731.4, \"datetime\": \"2025-02-11T23:00:00.000\"}, {\"close\": 96017.2, \"datetime\": \"2025-02-12T00:00:00.000\"}, {\"close\": 96175.1, \"datetime\": \"2025-02-12T01:00:00.000\"}, {\"close\": 95536.7, \"datetime\": \"2025-02-12T02:00:00.000\"}, {\"close\": 95251.4, \"datetime\": \"2025-02-12T03:00:00.000\"}, {\"close\": 95518.9, \"datetime\": \"2025-02-12T04:00:00.000\"}, {\"close\": 95850.7, \"datetime\": \"2025-02-12T05:00:00.000\"}, {\"close\": 95777.7, \"datetime\": \"2025-02-12T06:00:00.000\"}, {\"close\": 96025.8, \"datetime\": \"2025-02-12T07:00:00.000\"}, {\"close\": 96330.1, \"datetime\": \"2025-02-12T08:00:00.000\"}, {\"close\": 96101.7, \"datetime\": \"2025-02-12T09:00:00.000\"}, {\"close\": 95947.1, \"datetime\": \"2025-02-12T10:00:00.000\"}, {\"close\": 96062.4, \"datetime\": \"2025-02-12T11:00:00.000\"}, {\"close\": 95952.3, \"datetime\": \"2025-02-12T12:00:00.000\"}, {\"close\": 94918.0, \"datetime\": \"2025-02-12T13:00:00.000\"}, {\"close\": 95582.9, \"datetime\": \"2025-02-12T14:00:00.000\"}, {\"close\": 95762.1, \"datetime\": \"2025-02-12T15:00:00.000\"}, {\"close\": 96944.3, \"datetime\": \"2025-02-12T16:00:00.000\"}, {\"close\": 97320.0, \"datetime\": \"2025-02-12T17:00:00.000\"}, {\"close\": 96881.1, \"datetime\": \"2025-02-12T18:00:00.000\"}, {\"close\": 97156.6, \"datetime\": \"2025-02-12T19:00:00.000\"}, {\"close\": 96993.9, \"datetime\": \"2025-02-12T20:00:00.000\"}, {\"close\": 97610.0, \"datetime\": \"2025-02-12T21:00:00.000\"}, {\"close\": 97770.9, \"datetime\": \"2025-02-12T22:00:00.000\"}, {\"close\": 97816.3, \"datetime\": \"2025-02-12T23:00:00.000\"}, {\"close\": 97779.2, \"datetime\": \"2025-02-13T00:00:00.000\"}, {\"close\": 97939.9, \"datetime\": \"2025-02-13T01:00:00.000\"}, {\"close\": 97433.6, \"datetime\": \"2025-02-13T02:00:00.000\"}, {\"close\": 97463.4, \"datetime\": \"2025-02-13T03:00:00.000\"}, {\"close\": 96905.0, \"datetime\": \"2025-02-13T04:00:00.000\"}, {\"close\": 96628.8, \"datetime\": \"2025-02-13T05:00:00.000\"}, {\"close\": 96010.0, \"datetime\": \"2025-02-13T06:00:00.000\"}, {\"close\": 96018.5, \"datetime\": \"2025-02-13T07:00:00.000\"}, {\"close\": 95888.2, \"datetime\": \"2025-02-13T08:00:00.000\"}, {\"close\": 96204.9, \"datetime\": \"2025-02-13T09:00:00.000\"}, {\"close\": 96115.5, \"datetime\": \"2025-02-13T10:00:00.000\"}, {\"close\": 95883.6, \"datetime\": \"2025-02-13T11:00:00.000\"}, {\"close\": 95775.1, \"datetime\": \"2025-02-13T12:00:00.000\"}, {\"close\": 96028.1, \"datetime\": \"2025-02-13T13:00:00.000\"}, {\"close\": 95818.6, \"datetime\": \"2025-02-13T14:00:00.000\"}, {\"close\": 95943.5, \"datetime\": \"2025-02-13T15:00:00.000\"}, {\"close\": 95321.0, \"datetime\": \"2025-02-13T16:00:00.000\"}, {\"close\": 95659.0, \"datetime\": \"2025-02-13T17:00:00.000\"}, {\"close\": 95935.2, \"datetime\": \"2025-02-13T18:00:00.000\"}, {\"close\": 95587.8, \"datetime\": \"2025-02-13T19:00:00.000\"}, {\"close\": 96219.7, \"datetime\": \"2025-02-13T20:00:00.000\"}, {\"close\": 96429.9, \"datetime\": \"2025-02-13T21:00:00.000\"}, {\"close\": 96366.8, \"datetime\": \"2025-02-13T22:00:00.000\"}, {\"close\": 96560.6, \"datetime\": \"2025-02-13T23:00:00.000\"}, {\"close\": 96708.6, \"datetime\": \"2025-02-14T00:00:00.000\"}, {\"close\": 96497.4, \"datetime\": \"2025-02-14T01:00:00.000\"}, {\"close\": 96495.2, \"datetime\": \"2025-02-14T02:00:00.000\"}, {\"close\": 97094.9, \"datetime\": \"2025-02-14T03:00:00.000\"}, {\"close\": 96715.4, \"datetime\": \"2025-02-14T04:00:00.000\"}, {\"close\": 96635.9, \"datetime\": \"2025-02-14T05:00:00.000\"}, {\"close\": 96786.6, \"datetime\": \"2025-02-14T06:00:00.000\"}, {\"close\": 96889.9, \"datetime\": \"2025-02-14T07:00:00.000\"}, {\"close\": 96828.0, \"datetime\": \"2025-02-14T08:00:00.000\"}, {\"close\": 97062.0, \"datetime\": \"2025-02-14T09:00:00.000\"}, {\"close\": 96965.8, \"datetime\": \"2025-02-14T10:00:00.000\"}, {\"close\": 96844.6, \"datetime\": \"2025-02-14T11:00:00.000\"}, {\"close\": 96612.3, \"datetime\": \"2025-02-14T12:00:00.000\"}, {\"close\": 96740.7, \"datetime\": \"2025-02-14T13:00:00.000\"}, {\"close\": 97249.9, \"datetime\": \"2025-02-14T14:00:00.000\"}, {\"close\": 96886.5, \"datetime\": \"2025-02-14T15:00:00.000\"}, {\"close\": 97626.8, \"datetime\": \"2025-02-14T16:00:00.000\"}, {\"close\": 98487.8, \"datetime\": \"2025-02-14T17:00:00.000\"}, {\"close\": 98148.3, \"datetime\": \"2025-02-14T18:00:00.000\"}, {\"close\": 97898.3, \"datetime\": \"2025-02-14T19:00:00.000\"}, {\"close\": 97135.0, \"datetime\": \"2025-02-14T20:00:00.000\"}, {\"close\": 97405.0, \"datetime\": \"2025-02-14T21:00:00.000\"}, {\"close\": 97081.6, \"datetime\": \"2025-02-14T22:00:00.000\"}, {\"close\": 97445.1, \"datetime\": \"2025-02-14T23:00:00.000\"}, {\"close\": 97416.8, \"datetime\": \"2025-02-15T00:00:00.000\"}, {\"close\": 97753.3, \"datetime\": \"2025-02-15T01:00:00.000\"}, {\"close\": 97790.1, \"datetime\": \"2025-02-15T02:00:00.000\"}, {\"close\": 97619.4, \"datetime\": \"2025-02-15T03:00:00.000\"}, {\"close\": 97481.5, \"datetime\": \"2025-02-15T04:00:00.000\"}, {\"close\": 97559.9, \"datetime\": \"2025-02-15T05:00:00.000\"}, {\"close\": 97445.9, \"datetime\": \"2025-02-15T06:00:00.000\"}, {\"close\": 97312.4, \"datetime\": \"2025-02-15T07:00:00.000\"}, {\"close\": 97475.7, \"datetime\": \"2025-02-15T08:00:00.000\"}, {\"close\": 97522.0, \"datetime\": \"2025-02-15T09:00:00.000\"}, {\"close\": 97610.9, \"datetime\": \"2025-02-15T10:00:00.000\"}, {\"close\": 97569.4, \"datetime\": \"2025-02-15T11:00:00.000\"}, {\"close\": 97706.1, \"datetime\": \"2025-02-15T12:00:00.000\"}, {\"close\": 97667.8, \"datetime\": \"2025-02-15T13:00:00.000\"}, {\"close\": 97564.1, \"datetime\": \"2025-02-15T14:00:00.000\"}, {\"close\": 97594.5, \"datetime\": \"2025-02-15T15:00:00.000\"}, {\"close\": 97494.4, \"datetime\": \"2025-02-15T16:00:00.000\"}, {\"close\": 97372.3, \"datetime\": \"2025-02-15T17:00:00.000\"}, {\"close\": 97502.0, \"datetime\": \"2025-02-15T18:00:00.000\"}, {\"close\": 97496.9, \"datetime\": \"2025-02-15T19:00:00.000\"}, {\"close\": 97498.2, \"datetime\": \"2025-02-15T20:00:00.000\"}, {\"close\": 97636.6, \"datetime\": \"2025-02-15T21:00:00.000\"}, {\"close\": 97502.3, \"datetime\": \"2025-02-15T22:00:00.000\"}, {\"close\": 97538.0, \"datetime\": \"2025-02-15T23:00:00.000\"}, {\"close\": 97546.0, \"datetime\": \"2025-02-16T00:00:00.000\"}, {\"close\": 97593.2, \"datetime\": \"2025-02-16T01:00:00.000\"}, {\"close\": 97474.7, \"datetime\": \"2025-02-16T02:00:00.000\"}, {\"close\": 97504.9, \"datetime\": \"2025-02-16T03:00:00.000\"}, {\"close\": 97486.3, \"datetime\": \"2025-02-16T04:00:00.000\"}, {\"close\": 97556.0, \"datetime\": \"2025-02-16T05:00:00.000\"}, {\"close\": 97442.9, \"datetime\": \"2025-02-16T06:00:00.000\"}, {\"close\": 97207.4, \"datetime\": \"2025-02-16T07:00:00.000\"}, {\"close\": 97120.4, \"datetime\": \"2025-02-16T08:00:00.000\"}, {\"close\": 97322.3, \"datetime\": \"2025-02-16T09:00:00.000\"}, {\"close\": 97140.1, \"datetime\": \"2025-02-16T10:00:00.000\"}, {\"close\": 97293.1, \"datetime\": \"2025-02-16T11:00:00.000\"}, {\"close\": 97086.8, \"datetime\": \"2025-02-16T12:00:00.000\"}, {\"close\": 96806.2, \"datetime\": \"2025-02-16T13:00:00.000\"}, {\"close\": 96920.0, \"datetime\": \"2025-02-16T14:00:00.000\"}, {\"close\": 96849.9, \"datetime\": \"2025-02-16T15:00:00.000\"}, {\"close\": 97007.9, \"datetime\": \"2025-02-16T16:00:00.000\"}, {\"close\": 96923.2, \"datetime\": \"2025-02-16T17:00:00.000\"}, {\"close\": 96828.5, \"datetime\": \"2025-02-16T18:00:00.000\"}, {\"close\": 97021.5, \"datetime\": \"2025-02-16T19:00:00.000\"}, {\"close\": 96864.8, \"datetime\": \"2025-02-16T20:00:00.000\"}, {\"close\": 97133.7, \"datetime\": \"2025-02-16T21:00:00.000\"}, {\"close\": 96826.7, \"datetime\": \"2025-02-16T22:00:00.000\"}, {\"close\": 96067.0, \"datetime\": \"2025-02-16T23:00:00.000\"}, {\"close\": 96273.6, \"datetime\": \"2025-02-17T00:00:00.000\"}, {\"close\": 96463.7, \"datetime\": \"2025-02-17T01:00:00.000\"}, {\"close\": 96188.0, \"datetime\": \"2025-02-17T02:00:00.000\"}, {\"close\": 96171.5, \"datetime\": \"2025-02-17T03:00:00.000\"}, {\"close\": 95987.0, \"datetime\": \"2025-02-17T04:00:00.000\"}, {\"close\": 96198.5, \"datetime\": \"2025-02-17T05:00:00.000\"}, {\"close\": 96344.8, \"datetime\": \"2025-02-17T06:00:00.000\"}, {\"close\": 96023.8, \"datetime\": \"2025-02-17T07:00:00.000\"}, {\"close\": 96109.4, \"datetime\": \"2025-02-17T08:00:00.000\"}, {\"close\": 96110.5, \"datetime\": \"2025-02-17T09:00:00.000\"}, {\"close\": 96051.2, \"datetime\": \"2025-02-17T10:00:00.000\"}, {\"close\": 96018.2, \"datetime\": \"2025-02-17T11:00:00.000\"}, {\"close\": 96407.5, \"datetime\": \"2025-02-17T12:00:00.000\"}, {\"close\": 96365.0, \"datetime\": \"2025-02-17T13:00:00.000\"}, {\"close\": 96763.1, \"datetime\": \"2025-02-17T14:00:00.000\"}, {\"close\": 95605.5, \"datetime\": \"2025-02-17T15:00:00.000\"}, {\"close\": 95294.4, \"datetime\": \"2025-02-17T16:00:00.000\"}, {\"close\": 95434.0, \"datetime\": \"2025-02-17T17:00:00.000\"}, {\"close\": 95300.1, \"datetime\": \"2025-02-17T18:00:00.000\"}, {\"close\": 95490.8, \"datetime\": \"2025-02-17T19:00:00.000\"}, {\"close\": 95929.8, \"datetime\": \"2025-02-17T20:00:00.000\"}, {\"close\": 96375.6, \"datetime\": \"2025-02-17T21:00:00.000\"}, {\"close\": 95845.8, \"datetime\": \"2025-02-17T22:00:00.000\"}, {\"close\": 95743.2, \"datetime\": \"2025-02-17T23:00:00.000\"}, {\"close\": 95600.6, \"datetime\": \"2025-02-18T00:00:00.000\"}, {\"close\": 96240.0, \"datetime\": \"2025-02-18T01:00:00.000\"}, {\"close\": 96032.7, \"datetime\": \"2025-02-18T02:00:00.000\"}, {\"close\": 96163.1, \"datetime\": \"2025-02-18T03:00:00.000\"}, {\"close\": 96042.1, \"datetime\": \"2025-02-18T04:00:00.000\"}, {\"close\": 95576.8, \"datetime\": \"2025-02-18T05:00:00.000\"}, {\"close\": 95323.7, \"datetime\": \"2025-02-18T06:00:00.000\"}, {\"close\": 95409.9, \"datetime\": \"2025-02-18T07:00:00.000\"}, {\"close\": 95193.5, \"datetime\": \"2025-02-18T08:00:00.000\"}, {\"close\": 95739.4, \"datetime\": \"2025-02-18T09:00:00.000\"}, {\"close\": 95711.0, \"datetime\": \"2025-02-18T10:00:00.000\"}, {\"close\": 95606.1, \"datetime\": \"2025-02-18T11:00:00.000\"}, {\"close\": 96155.0, \"datetime\": \"2025-02-18T12:00:00.000\"}, {\"close\": 96194.3, \"datetime\": \"2025-02-18T13:00:00.000\"}, {\"close\": 95495.4, \"datetime\": \"2025-02-18T14:00:00.000\"}, {\"close\": 95501.6, \"datetime\": \"2025-02-18T15:00:00.000\"}, {\"close\": 94595.0, \"datetime\": \"2025-02-18T16:00:00.000\"}, {\"close\": 94074.6, \"datetime\": \"2025-02-18T17:00:00.000\"}, {\"close\": 93890.1, \"datetime\": \"2025-02-18T18:00:00.000\"}, {\"close\": 94062.1, \"datetime\": \"2025-02-18T19:00:00.000\"}, {\"close\": 94164.3, \"datetime\": \"2025-02-18T20:00:00.000\"}, {\"close\": 95029.2, \"datetime\": \"2025-02-18T21:00:00.000\"}, {\"close\": 95255.1, \"datetime\": \"2025-02-18T22:00:00.000\"}, {\"close\": 95622.0, \"datetime\": \"2025-02-18T23:00:00.000\"}, {\"close\": 95290.0, \"datetime\": \"2025-02-19T00:00:00.000\"}, {\"close\": 95430.9, \"datetime\": \"2025-02-19T01:00:00.000\"}, {\"close\": 95788.2, \"datetime\": \"2025-02-19T02:00:00.000\"}, {\"close\": 95672.1, \"datetime\": \"2025-02-19T03:00:00.000\"}, {\"close\": 95181.0, \"datetime\": \"2025-02-19T04:00:00.000\"}, {\"close\": 95247.1, \"datetime\": \"2025-02-19T05:00:00.000\"}, {\"close\": 95577.4, \"datetime\": \"2025-02-19T06:00:00.000\"}, {\"close\": 95640.4, \"datetime\": \"2025-02-19T07:00:00.000\"}, {\"close\": 95589.8, \"datetime\": \"2025-02-19T08:00:00.000\"}, {\"close\": 95895.0, \"datetime\": \"2025-02-19T09:00:00.000\"}, {\"close\": 96288.0, \"datetime\": \"2025-02-19T10:00:00.000\"}, {\"close\": 96392.0, \"datetime\": \"2025-02-19T11:00:00.000\"}, {\"close\": 96130.4, \"datetime\": \"2025-02-19T12:00:00.000\"}, {\"close\": 96247.4, \"datetime\": \"2025-02-19T13:00:00.000\"}, {\"close\": 95717.3, \"datetime\": \"2025-02-19T14:00:00.000\"}, {\"close\": 95895.4, \"datetime\": \"2025-02-19T15:00:00.000\"}, {\"close\": 96260.3, \"datetime\": \"2025-02-19T16:00:00.000\"}, {\"close\": 96357.3, \"datetime\": \"2025-02-19T17:00:00.000\"}, {\"close\": 95635.0, \"datetime\": \"2025-02-19T18:00:00.000\"}, {\"close\": 96159.9, \"datetime\": \"2025-02-19T19:00:00.000\"}, {\"close\": 96124.4, \"datetime\": \"2025-02-19T20:00:00.000\"}, {\"close\": 96268.4, \"datetime\": \"2025-02-19T21:00:00.000\"}, {\"close\": 96490.8, \"datetime\": \"2025-02-19T22:00:00.000\"}, {\"close\": 96598.0, \"datetime\": \"2025-02-19T23:00:00.000\"}, {\"close\": 96814.4, \"datetime\": \"2025-02-20T00:00:00.000\"}, {\"close\": 96728.5, \"datetime\": \"2025-02-20T01:00:00.000\"}, {\"close\": 97092.2, \"datetime\": \"2025-02-20T02:00:00.000\"}, {\"close\": 97017.4, \"datetime\": \"2025-02-20T03:00:00.000\"}, {\"close\": 97174.3, \"datetime\": \"2025-02-20T04:00:00.000\"}, {\"close\": 96870.0, \"datetime\": \"2025-02-20T05:00:00.000\"}, {\"close\": 96868.0, \"datetime\": \"2025-02-20T06:00:00.000\"}, {\"close\": 96825.8, \"datetime\": \"2025-02-20T07:00:00.000\"}, {\"close\": 97096.8, \"datetime\": \"2025-02-20T08:00:00.000\"}, {\"close\": 97140.0, \"datetime\": \"2025-02-20T09:00:00.000\"}, {\"close\": 97332.9, \"datetime\": \"2025-02-20T10:00:00.000\"}, {\"close\": 97164.6, \"datetime\": \"2025-02-20T11:00:00.000\"}, {\"close\": 97381.5, \"datetime\": \"2025-02-20T12:00:00.000\"}, {\"close\": 97505.8, \"datetime\": \"2025-02-20T13:00:00.000\"}, {\"close\": 96918.0, \"datetime\": \"2025-02-20T14:00:00.000\"}, {\"close\": 96870.5, \"datetime\": \"2025-02-20T15:00:00.000\"}, {\"close\": 97505.3, \"datetime\": \"2025-02-20T16:00:00.000\"}, {\"close\": 97915.4, \"datetime\": \"2025-02-20T17:00:00.000\"}, {\"close\": 98238.0, \"datetime\": \"2025-02-20T18:00:00.000\"}, {\"close\": 98370.0, \"datetime\": \"2025-02-20T19:00:00.000\"}, {\"close\": 98405.0, \"datetime\": \"2025-02-20T20:00:00.000\"}, {\"close\": 98039.8, \"datetime\": \"2025-02-20T21:00:00.000\"}, {\"close\": 98076.7, \"datetime\": \"2025-02-20T22:00:00.000\"}, {\"close\": 98252.9, \"datetime\": \"2025-02-20T23:00:00.000\"}, {\"close\": 98186.6, \"datetime\": \"2025-02-21T00:00:00.000\"}, {\"close\": 98261.9, \"datetime\": \"2025-02-21T01:00:00.000\"}, {\"close\": 98065.0, \"datetime\": \"2025-02-21T02:00:00.000\"}, {\"close\": 98106.1, \"datetime\": \"2025-02-21T03:00:00.000\"}, {\"close\": 98164.8, \"datetime\": \"2025-02-21T04:00:00.000\"}, {\"close\": 98290.0, \"datetime\": \"2025-02-21T05:00:00.000\"}, {\"close\": 98355.0, \"datetime\": \"2025-02-21T06:00:00.000\"}, {\"close\": 98130.0, \"datetime\": \"2025-02-21T07:00:00.000\"}, {\"close\": 98167.0, \"datetime\": \"2025-02-21T08:00:00.000\"}, {\"close\": 98285.2, \"datetime\": \"2025-02-21T09:00:00.000\"}, {\"close\": 98563.4, \"datetime\": \"2025-02-21T10:00:00.000\"}, {\"close\": 98579.7, \"datetime\": \"2025-02-21T11:00:00.000\"}, {\"close\": 98861.4, \"datetime\": \"2025-02-21T12:00:00.000\"}, {\"close\": 99281.9, \"datetime\": \"2025-02-21T13:00:00.000\"}, {\"close\": 98740.1, \"datetime\": \"2025-02-21T14:00:00.000\"}, {\"close\": 98057.6, \"datetime\": \"2025-02-21T15:00:00.000\"}, {\"close\": 98183.1, \"datetime\": \"2025-02-21T16:00:00.000\"}, {\"close\": 96929.5, \"datetime\": \"2025-02-21T17:00:00.000\"}, {\"close\": 96500.1, \"datetime\": \"2025-02-21T18:00:00.000\"}, {\"close\": 95247.5, \"datetime\": \"2025-02-21T19:00:00.000\"}, {\"close\": 95034.3, \"datetime\": \"2025-02-21T20:00:00.000\"}, {\"close\": 95366.4, \"datetime\": \"2025-02-21T21:00:00.000\"}, {\"close\": 95786.5, \"datetime\": \"2025-02-21T22:00:00.000\"}, {\"close\": 96127.9, \"datetime\": \"2025-02-21T23:00:00.000\"}, {\"close\": 96138.9, \"datetime\": \"2025-02-22T00:00:00.000\"}, {\"close\": 96189.0, \"datetime\": \"2025-02-22T01:00:00.000\"}, {\"close\": 96296.1, \"datetime\": \"2025-02-22T02:00:00.000\"}, {\"close\": 96249.9, \"datetime\": \"2025-02-22T03:00:00.000\"}, {\"close\": 96350.0, \"datetime\": \"2025-02-22T04:00:00.000\"}, {\"close\": 96468.7, \"datetime\": \"2025-02-22T05:00:00.000\"}, {\"close\": 96340.1, \"datetime\": \"2025-02-22T06:00:00.000\"}, {\"close\": 96241.7, \"datetime\": \"2025-02-22T07:00:00.000\"}, {\"close\": 96175.0, \"datetime\": \"2025-02-22T08:00:00.000\"}, {\"close\": 96442.6, \"datetime\": \"2025-02-22T09:00:00.000\"}, {\"close\": 96437.9, \"datetime\": \"2025-02-22T10:00:00.000\"}, {\"close\": 96526.4, \"datetime\": \"2025-02-22T11:00:00.000\"}, {\"close\": 96781.1, \"datetime\": \"2025-02-22T12:00:00.000\"}, {\"close\": 96513.5, \"datetime\": \"2025-02-22T13:00:00.000\"}, {\"close\": 96481.6, \"datetime\": \"2025-02-22T14:00:00.000\"}, {\"close\": 96552.4, \"datetime\": \"2025-02-22T15:00:00.000\"}, {\"close\": 96459.7, \"datetime\": \"2025-02-22T16:00:00.000\"}, {\"close\": 96592.5, \"datetime\": \"2025-02-22T17:00:00.000\"}, {\"close\": 96415.6, \"datetime\": \"2025-02-22T18:00:00.000\"}, {\"close\": 96596.6, \"datetime\": \"2025-02-22T19:00:00.000\"}, {\"close\": 96526.9, \"datetime\": \"2025-02-22T20:00:00.000\"}, {\"close\": 96620.1, \"datetime\": \"2025-02-22T21:00:00.000\"}, {\"close\": 96580.0, \"datetime\": \"2025-02-22T22:00:00.000\"}, {\"close\": 96503.3, \"datetime\": \"2025-02-22T23:00:00.000\"}, {\"close\": 96589.3, \"datetime\": \"2025-02-23T00:00:00.000\"}, {\"close\": 96400.0, \"datetime\": \"2025-02-23T01:00:00.000\"}, {\"close\": 96357.3, \"datetime\": \"2025-02-23T02:00:00.000\"}, {\"close\": 96373.7, \"datetime\": \"2025-02-23T03:00:00.000\"}, {\"close\": 96350.0, \"datetime\": \"2025-02-23T04:00:00.000\"}, {\"close\": 96161.2, \"datetime\": \"2025-02-23T05:00:00.000\"}, {\"close\": 96297.9, \"datetime\": \"2025-02-23T06:00:00.000\"}, {\"close\": 96454.6, \"datetime\": \"2025-02-23T07:00:00.000\"}, {\"close\": 96314.6, \"datetime\": \"2025-02-23T08:00:00.000\"}, {\"close\": 96230.0, \"datetime\": \"2025-02-23T09:00:00.000\"}, {\"close\": 96146.6, \"datetime\": \"2025-02-23T10:00:00.000\"}, {\"close\": 96064.3, \"datetime\": \"2025-02-23T11:00:00.000\"}, {\"close\": 95691.6, \"datetime\": \"2025-02-23T12:00:00.000\"}, {\"close\": 95942.7, \"datetime\": \"2025-02-23T13:00:00.000\"}, {\"close\": 95540.3, \"datetime\": \"2025-02-23T14:00:00.000\"}, {\"close\": 95391.5, \"datetime\": \"2025-02-23T15:00:00.000\"}, {\"close\": 95380.6, \"datetime\": \"2025-02-23T16:00:00.000\"}, {\"close\": 95600.1, \"datetime\": \"2025-02-23T17:00:00.000\"}, {\"close\": 95685.0, \"datetime\": \"2025-02-23T18:00:00.000\"}, {\"close\": 95706.5, \"datetime\": \"2025-02-23T19:00:00.000\"}, {\"close\": 95734.8, \"datetime\": \"2025-02-23T20:00:00.000\"}, {\"close\": 95710.7, \"datetime\": \"2025-02-23T21:00:00.000\"}, {\"close\": 95734.7, \"datetime\": \"2025-02-23T22:00:00.000\"}, {\"close\": 96218.4, \"datetime\": \"2025-02-23T23:00:00.000\"}, {\"close\": 96202.4, \"datetime\": \"2025-02-24T00:00:00.000\"}, {\"close\": 95934.2, \"datetime\": \"2025-02-24T01:00:00.000\"}, {\"close\": 95785.0, \"datetime\": \"2025-02-24T02:00:00.000\"}, {\"close\": 95388.1, \"datetime\": \"2025-02-24T03:00:00.000\"}, {\"close\": 95260.6, \"datetime\": \"2025-02-24T04:00:00.000\"}, {\"close\": 95681.6, \"datetime\": \"2025-02-24T05:00:00.000\"}, {\"close\": 95821.0, \"datetime\": \"2025-02-24T06:00:00.000\"}, {\"close\": 95834.2, \"datetime\": \"2025-02-24T07:00:00.000\"}, {\"close\": 95460.7, \"datetime\": \"2025-02-24T08:00:00.000\"}, {\"close\": 95711.6, \"datetime\": \"2025-02-24T09:00:00.000\"}, {\"close\": 95582.9, \"datetime\": \"2025-02-24T10:00:00.000\"}, {\"close\": 95774.8, \"datetime\": \"2025-02-24T11:00:00.000\"}, {\"close\": 95747.3, \"datetime\": \"2025-02-24T12:00:00.000\"}, {\"close\": 95546.1, \"datetime\": \"2025-02-24T13:00:00.000\"}, {\"close\": 94638.6, \"datetime\": \"2025-02-24T14:00:00.000\"}, {\"close\": 94295.9, \"datetime\": \"2025-02-24T15:00:00.000\"}, {\"close\": 94399.9, \"datetime\": \"2025-02-24T16:00:00.000\"}, {\"close\": 94616.0, \"datetime\": \"2025-02-24T17:00:00.000\"}, {\"close\": 94122.0, \"datetime\": \"2025-02-24T18:00:00.000\"}, {\"close\": 93916.1, \"datetime\": \"2025-02-24T19:00:00.000\"}, {\"close\": 93995.0, \"datetime\": \"2025-02-24T20:00:00.000\"}, {\"close\": 93957.7, \"datetime\": \"2025-02-24T21:00:00.000\"}, {\"close\": 92380.2, \"datetime\": \"2025-02-24T22:00:00.000\"}, {\"close\": 91514.5, \"datetime\": \"2025-02-24T23:00:00.000\"}, {\"close\": 91825.4, \"datetime\": \"2025-02-25T00:00:00.000\"}, {\"close\": 91982.0, \"datetime\": \"2025-02-25T01:00:00.000\"}, {\"close\": 92330.8, \"datetime\": \"2025-02-25T02:00:00.000\"}, {\"close\": 92125.3, \"datetime\": \"2025-02-25T03:00:00.000\"}, {\"close\": 91861.1, \"datetime\": \"2025-02-25T04:00:00.000\"}, {\"close\": 92035.3, \"datetime\": \"2025-02-25T05:00:00.000\"}, {\"close\": 91245.5, \"datetime\": \"2025-02-25T06:00:00.000\"}, {\"close\": 89262.9, \"datetime\": \"2025-02-25T07:00:00.000\"}, {\"close\": 89363.7, \"datetime\": \"2025-02-25T08:00:00.000\"}, {\"close\": 88267.6, \"datetime\": \"2025-02-25T09:00:00.000\"}, {\"close\": 88164.5, \"datetime\": \"2025-02-25T10:00:00.000\"}, {\"close\": 89186.8, \"datetime\": \"2025-02-25T11:00:00.000\"}, {\"close\": 89350.0, \"datetime\": \"2025-02-25T12:00:00.000\"}, {\"close\": 88788.1, \"datetime\": \"2025-02-25T13:00:00.000\"}, {\"close\": 87132.0, \"datetime\": \"2025-02-25T14:00:00.000\"}, {\"close\": 87206.9, \"datetime\": \"2025-02-25T15:00:00.000\"}, {\"close\": 87429.0, \"datetime\": \"2025-02-25T16:00:00.000\"}, {\"close\": 87219.7, \"datetime\": \"2025-02-25T17:00:00.000\"}, {\"close\": 87032.7, \"datetime\": \"2025-02-25T18:00:00.000\"}, {\"close\": 87914.3, \"datetime\": \"2025-02-25T19:00:00.000\"}, {\"close\": 88140.1, \"datetime\": \"2025-02-25T20:00:00.000\"}, {\"close\": 88775.7, \"datetime\": \"2025-02-25T21:00:00.000\"}, {\"close\": 88762.9, \"datetime\": \"2025-02-25T22:00:00.000\"}, {\"close\": 88639.1, \"datetime\": \"2025-02-25T23:00:00.000\"}, {\"close\": 88102.0, \"datetime\": \"2025-02-26T00:00:00.000\"}, {\"close\": 88653.4, \"datetime\": \"2025-02-26T01:00:00.000\"}, {\"close\": 88975.4, \"datetime\": \"2025-02-26T02:00:00.000\"}, {\"close\": 88851.8, \"datetime\": \"2025-02-26T03:00:00.000\"}, {\"close\": 88657.3, \"datetime\": \"2025-02-26T04:00:00.000\"}, {\"close\": 88387.8, \"datetime\": \"2025-02-26T05:00:00.000\"}, {\"close\": 88880.8, \"datetime\": \"2025-02-26T06:00:00.000\"}, {\"close\": 88682.3, \"datetime\": \"2025-02-26T07:00:00.000\"}, {\"close\": 88434.3, \"datetime\": \"2025-02-26T08:00:00.000\"}, {\"close\": 89079.0, \"datetime\": \"2025-02-26T09:00:00.000\"}, {\"close\": 89221.9, \"datetime\": \"2025-02-26T10:00:00.000\"}, {\"close\": 88570.0, \"datetime\": \"2025-02-26T11:00:00.000\"}, {\"close\": 87900.0, \"datetime\": \"2025-02-26T12:00:00.000\"}, {\"close\": 87150.0, \"datetime\": \"2025-02-26T13:00:00.000\"}, {\"close\": 87589.1, \"datetime\": \"2025-02-26T14:00:00.000\"}, {\"close\": 87536.4, \"datetime\": \"2025-02-26T15:00:00.000\"}, {\"close\": 86784.0, \"datetime\": \"2025-02-26T16:00:00.000\"}, {\"close\": 86010.0, \"datetime\": \"2025-02-26T17:00:00.000\"}, {\"close\": 84204.9, \"datetime\": \"2025-02-26T18:00:00.000\"}, {\"close\": 83832.0, \"datetime\": \"2025-02-26T19:00:00.000\"}, {\"close\": 84344.2, \"datetime\": \"2025-02-26T20:00:00.000\"}, {\"close\": 84585.6, \"datetime\": \"2025-02-26T21:00:00.000\"}, {\"close\": 84390.8, \"datetime\": \"2025-02-26T22:00:00.000\"}, {\"close\": 84208.5, \"datetime\": \"2025-02-26T23:00:00.000\"}, {\"close\": 84690.1, \"datetime\": \"2025-02-27T00:00:00.000\"}, {\"close\": 84714.0, \"datetime\": \"2025-02-27T01:00:00.000\"}, {\"close\": 84245.1, \"datetime\": \"2025-02-27T02:00:00.000\"}, {\"close\": 85174.0, \"datetime\": \"2025-02-27T03:00:00.000\"}, {\"close\": 85115.5, \"datetime\": \"2025-02-27T04:00:00.000\"}, {\"close\": 85832.5, \"datetime\": \"2025-02-27T05:00:00.000\"}, {\"close\": 86216.7, \"datetime\": \"2025-02-27T06:00:00.000\"}, {\"close\": 86227.9, \"datetime\": \"2025-02-27T07:00:00.000\"}, {\"close\": 86037.6, \"datetime\": \"2025-02-27T08:00:00.000\"}, {\"close\": 86136.7, \"datetime\": \"2025-02-27T09:00:00.000\"}, {\"close\": 86980.0, \"datetime\": \"2025-02-27T10:00:00.000\"}, {\"close\": 86655.3, \"datetime\": \"2025-02-27T11:00:00.000\"}, {\"close\": 86286.6, \"datetime\": \"2025-02-27T12:00:00.000\"}, {\"close\": 86078.8, \"datetime\": \"2025-02-27T13:00:00.000\"}, {\"close\": 84944.5, \"datetime\": \"2025-02-27T14:00:00.000\"}, {\"close\": 85473.0, \"datetime\": \"2025-02-27T15:00:00.000\"}, {\"close\": 84450.3, \"datetime\": \"2025-02-27T16:00:00.000\"}, {\"close\": 84568.3, \"datetime\": \"2025-02-27T17:00:00.000\"}, {\"close\": 84597.4, \"datetime\": \"2025-02-27T18:00:00.000\"}, {\"close\": 84084.0, \"datetime\": \"2025-02-27T19:00:00.000\"}, {\"close\": 83489.3, \"datetime\": \"2025-02-27T20:00:00.000\"}, {\"close\": 84379.9, \"datetime\": \"2025-02-27T21:00:00.000\"}, {\"close\": 84674.9, \"datetime\": \"2025-02-27T22:00:00.000\"}, {\"close\": 84668.1, \"datetime\": \"2025-02-27T23:00:00.000\"}, {\"close\": 84236.4, \"datetime\": \"2025-02-28T00:00:00.000\"}, {\"close\": 81606.8, \"datetime\": \"2025-02-28T01:00:00.000\"}, {\"close\": 80772.0, \"datetime\": \"2025-02-28T02:00:00.000\"}, {\"close\": 80429.2, \"datetime\": \"2025-02-28T03:00:00.000\"}, {\"close\": 80371.6, \"datetime\": \"2025-02-28T04:00:00.000\"}, {\"close\": 79938.4, \"datetime\": \"2025-02-28T05:00:00.000\"}, {\"close\": 79320.0, \"datetime\": \"2025-02-28T06:00:00.000\"}, {\"close\": 79159.9, \"datetime\": \"2025-02-28T07:00:00.000\"}, {\"close\": 78955.7, \"datetime\": \"2025-02-28T08:00:00.000\"}, {\"close\": 80299.9, \"datetime\": \"2025-02-28T09:00:00.000\"}, {\"close\": 79970.0, \"datetime\": \"2025-02-28T10:00:00.000\"}, {\"close\": 80474.3, \"datetime\": \"2025-02-28T11:00:00.000\"}, {\"close\": 80747.4, \"datetime\": \"2025-02-28T12:00:00.000\"}, {\"close\": 81462.3, \"datetime\": \"2025-02-28T13:00:00.000\"}, {\"close\": 82056.0, \"datetime\": \"2025-02-28T14:00:00.000\"}, {\"close\": 83948.1, \"datetime\": \"2025-02-28T15:00:00.000\"}, {\"close\": 84310.3, \"datetime\": \"2025-02-28T16:00:00.000\"}, {\"close\": 83571.3, \"datetime\": \"2025-02-28T17:00:00.000\"}, {\"close\": 84391.3, \"datetime\": \"2025-02-28T18:00:00.000\"}, {\"close\": 84393.3, \"datetime\": \"2025-02-28T19:00:00.000\"}, {\"close\": 84142.5, \"datetime\": \"2025-02-28T20:00:00.000\"}, {\"close\": 84200.1, \"datetime\": \"2025-02-28T21:00:00.000\"}, {\"close\": 84107.6, \"datetime\": \"2025-02-28T22:00:00.000\"}, {\"close\": 84299.6, \"datetime\": \"2025-02-28T23:00:00.000\"}, {\"close\": 83817.1, \"datetime\": \"2025-03-01T00:00:00.000\"}, {\"close\": 84615.1, \"datetime\": \"2025-03-01T01:00:00.000\"}, {\"close\": 85187.5, \"datetime\": \"2025-03-01T02:00:00.000\"}, {\"close\": 85279.3, \"datetime\": \"2025-03-01T03:00:00.000\"}, {\"close\": 86130.0, \"datetime\": \"2025-03-01T04:00:00.000\"}, {\"close\": 85545.1, \"datetime\": \"2025-03-01T05:00:00.000\"}, {\"close\": 85023.9, \"datetime\": \"2025-03-01T06:00:00.000\"}, {\"close\": 84707.3, \"datetime\": \"2025-03-01T07:00:00.000\"}, {\"close\": 85260.0, \"datetime\": \"2025-03-01T08:00:00.000\"}, {\"close\": 85334.9, \"datetime\": \"2025-03-01T09:00:00.000\"}, {\"close\": 84848.5, \"datetime\": \"2025-03-01T10:00:00.000\"}, {\"close\": 84593.6, \"datetime\": \"2025-03-01T11:00:00.000\"}, {\"close\": 84712.9, \"datetime\": \"2025-03-01T12:00:00.000\"}, {\"close\": 84484.9, \"datetime\": \"2025-03-01T13:00:00.000\"}, {\"close\": 84667.5, \"datetime\": \"2025-03-01T14:00:00.000\"}, {\"close\": 84755.1, \"datetime\": \"2025-03-01T15:00:00.000\"}, {\"close\": 85222.1, \"datetime\": \"2025-03-01T16:00:00.000\"}, {\"close\": 85165.8, \"datetime\": \"2025-03-01T17:00:00.000\"}, {\"close\": 85286.1, \"datetime\": \"2025-03-01T18:00:00.000\"}, {\"close\": 85431.2, \"datetime\": \"2025-03-01T19:00:00.000\"}, {\"close\": 85489.1, \"datetime\": \"2025-03-01T20:00:00.000\"}, {\"close\": 86028.8, \"datetime\": \"2025-03-01T21:00:00.000\"}, {\"close\": 86064.4, \"datetime\": \"2025-03-01T22:00:00.000\"}, {\"close\": 86007.7, \"datetime\": \"2025-03-01T23:00:00.000\"}, {\"close\": 85975.1, \"datetime\": \"2025-03-02T00:00:00.000\"}, {\"close\": 86299.9, \"datetime\": \"2025-03-02T01:00:00.000\"}, {\"close\": 85733.4, \"datetime\": \"2025-03-02T02:00:00.000\"}, {\"close\": 85811.9, \"datetime\": \"2025-03-02T03:00:00.000\"}, {\"close\": 85699.2, \"datetime\": \"2025-03-02T04:00:00.000\"}, {\"close\": 85910.1, \"datetime\": \"2025-03-02T05:00:00.000\"}, {\"close\": 86228.4, \"datetime\": \"2025-03-02T06:00:00.000\"}, {\"close\": 86191.4, \"datetime\": \"2025-03-02T07:00:00.000\"}, {\"close\": 85693.6, \"datetime\": \"2025-03-02T08:00:00.000\"}, {\"close\": 85844.9, \"datetime\": \"2025-03-02T09:00:00.000\"}, {\"close\": 85950.0, \"datetime\": \"2025-03-02T10:00:00.000\"}, {\"close\": 86047.0, \"datetime\": \"2025-03-02T11:00:00.000\"}, {\"close\": 85943.1, \"datetime\": \"2025-03-02T12:00:00.000\"}, {\"close\": 85677.5, \"datetime\": \"2025-03-02T13:00:00.000\"}, {\"close\": 85076.3, \"datetime\": \"2025-03-02T14:00:00.000\"}, {\"close\": 87390.1, \"datetime\": \"2025-03-02T15:00:00.000\"}, {\"close\": 91165.4, \"datetime\": \"2025-03-02T16:00:00.000\"}, {\"close\": 94039.9, \"datetime\": \"2025-03-02T17:00:00.000\"}, {\"close\": 92750.4, \"datetime\": \"2025-03-02T18:00:00.000\"}, {\"close\": 93467.3, \"datetime\": \"2025-03-02T19:00:00.000\"}, {\"close\": 94270.0, \"datetime\": \"2025-03-02T20:00:00.000\"}, {\"close\": 94245.1, \"datetime\": \"2025-03-02T21:00:00.000\"}, {\"close\": 94185.2, \"datetime\": \"2025-03-02T22:00:00.000\"}, {\"close\": 94222.8, \"datetime\": \"2025-03-02T23:00:00.000\"}, {\"close\": 93270.8, \"datetime\": \"2025-03-03T00:00:00.000\"}, {\"close\": 93037.1, \"datetime\": \"2025-03-03T01:00:00.000\"}, {\"close\": 93255.6, \"datetime\": \"2025-03-03T02:00:00.000\"}, {\"close\": 92660.0, \"datetime\": \"2025-03-03T03:00:00.000\"}, {\"close\": 92820.9, \"datetime\": \"2025-03-03T04:00:00.000\"}, {\"close\": 93290.8, \"datetime\": \"2025-03-03T05:00:00.000\"}, {\"close\": 91608.1, \"datetime\": \"2025-03-03T06:00:00.000\"}, {\"close\": 92318.0, \"datetime\": \"2025-03-03T07:00:00.000\"}, {\"close\": 91440.6, \"datetime\": \"2025-03-03T08:00:00.000\"}, {\"close\": 91808.1, \"datetime\": \"2025-03-03T09:00:00.000\"}, {\"close\": 92505.0, \"datetime\": \"2025-03-03T10:00:00.000\"}, {\"close\": 92700.0, \"datetime\": \"2025-03-03T11:00:00.000\"}, {\"close\": 92985.2, \"datetime\": \"2025-03-03T12:00:00.000\"}, {\"close\": 93530.1, \"datetime\": \"2025-03-03T13:00:00.000\"}, {\"close\": 89238.6, \"datetime\": \"2025-03-03T14:00:00.000\"}, {\"close\": 90009.5, \"datetime\": \"2025-03-03T15:00:00.000\"}, {\"close\": 90113.4, \"datetime\": \"2025-03-03T16:00:00.000\"}, {\"close\": 90257.5, \"datetime\": \"2025-03-03T17:00:00.000\"}, {\"close\": 87095.8, \"datetime\": \"2025-03-03T18:00:00.000\"}, {\"close\": 85552.0, \"datetime\": \"2025-03-03T19:00:00.000\"}, {\"close\": 86032.1, \"datetime\": \"2025-03-03T20:00:00.000\"}, {\"close\": 85324.8, \"datetime\": \"2025-03-03T21:00:00.000\"}, {\"close\": 86593.3, \"datetime\": \"2025-03-03T22:00:00.000\"}, {\"close\": 86192.7, \"datetime\": \"2025-03-03T23:00:00.000\"}, {\"close\": 86008.2, \"datetime\": \"2025-03-04T00:00:00.000\"}, {\"close\": 83353.9, \"datetime\": \"2025-03-04T01:00:00.000\"}, {\"close\": 83878.9, \"datetime\": \"2025-03-04T02:00:00.000\"}, {\"close\": 83929.0, \"datetime\": \"2025-03-04T03:00:00.000\"}, {\"close\": 83371.6, \"datetime\": \"2025-03-04T04:00:00.000\"}, {\"close\": 84231.0, \"datetime\": \"2025-03-04T05:00:00.000\"}, {\"close\": 83827.8, \"datetime\": \"2025-03-04T06:00:00.000\"}, {\"close\": 83159.4, \"datetime\": \"2025-03-04T07:00:00.000\"}, {\"close\": 83859.6, \"datetime\": \"2025-03-04T08:00:00.000\"}, {\"close\": 83702.3, \"datetime\": \"2025-03-04T09:00:00.000\"}, {\"close\": 83925.7, \"datetime\": \"2025-03-04T10:00:00.000\"}, {\"close\": 83890.1, \"datetime\": \"2025-03-04T11:00:00.000\"}, {\"close\": 83725.4, \"datetime\": \"2025-03-04T12:00:00.000\"}, {\"close\": 82782.4, \"datetime\": \"2025-03-04T13:00:00.000\"}, {\"close\": 83157.1, \"datetime\": \"2025-03-04T14:00:00.000\"}, {\"close\": 82945.0, \"datetime\": \"2025-03-04T15:00:00.000\"}, {\"close\": 83507.4, \"datetime\": \"2025-03-04T16:00:00.000\"}, {\"close\": 85389.3, \"datetime\": \"2025-03-04T17:00:00.000\"}, {\"close\": 86708.9, \"datetime\": \"2025-03-04T18:00:00.000\"}, {\"close\": 88165.3, \"datetime\": \"2025-03-04T19:00:00.000\"}, {\"close\": 86798.8, \"datetime\": \"2025-03-04T20:00:00.000\"}, {\"close\": 87494.9, \"datetime\": \"2025-03-04T21:00:00.000\"}, {\"close\": 87455.2, \"datetime\": \"2025-03-04T22:00:00.000\"}, {\"close\": 87245.9, \"datetime\": \"2025-03-04T23:00:00.000\"}, {\"close\": 86767.2, \"datetime\": \"2025-03-05T00:00:00.000\"}, {\"close\": 87581.9, \"datetime\": \"2025-03-05T01:00:00.000\"}, {\"close\": 87420.0, \"datetime\": \"2025-03-05T02:00:00.000\"}, {\"close\": 86813.6, \"datetime\": \"2025-03-05T03:00:00.000\"}, {\"close\": 86893.8, \"datetime\": \"2025-03-05T04:00:00.000\"}, {\"close\": 87103.0, \"datetime\": \"2025-03-05T05:00:00.000\"}, {\"close\": 87448.9, \"datetime\": \"2025-03-05T06:00:00.000\"}, {\"close\": 87573.9, \"datetime\": \"2025-03-05T07:00:00.000\"}, {\"close\": 87713.1, \"datetime\": \"2025-03-05T08:00:00.000\"}, {\"close\": 88423.4, \"datetime\": \"2025-03-05T09:00:00.000\"}, {\"close\": 89880.3, \"datetime\": \"2025-03-05T10:00:00.000\"}, {\"close\": 89777.6, \"datetime\": \"2025-03-05T11:00:00.000\"}, {\"close\": 90320.2, \"datetime\": \"2025-03-05T12:00:00.000\"}, {\"close\": 89422.5, \"datetime\": \"2025-03-05T13:00:00.000\"}, {\"close\": 88477.3, \"datetime\": \"2025-03-05T14:00:00.000\"}, {\"close\": 88312.6, \"datetime\": \"2025-03-05T15:00:00.000\"}, {\"close\": 88878.2, \"datetime\": \"2025-03-05T16:00:00.000\"}, {\"close\": 89650.2, \"datetime\": \"2025-03-05T17:00:00.000\"}, {\"close\": 89669.8, \"datetime\": \"2025-03-05T18:00:00.000\"}, {\"close\": 89711.2, \"datetime\": \"2025-03-05T19:00:00.000\"}, {\"close\": 90448.6, \"datetime\": \"2025-03-05T20:00:00.000\"}, {\"close\": 90317.0, \"datetime\": \"2025-03-05T21:00:00.000\"}, {\"close\": 90404.2, \"datetime\": \"2025-03-05T22:00:00.000\"}, {\"close\": 90566.1, \"datetime\": \"2025-03-05T23:00:00.000\"}, {\"close\": 90020.7, \"datetime\": \"2025-03-06T00:00:00.000\"}, {\"close\": 91003.6, \"datetime\": \"2025-03-06T01:00:00.000\"}, {\"close\": 91776.0, \"datetime\": \"2025-03-06T02:00:00.000\"}, {\"close\": 91563.2, \"datetime\": \"2025-03-06T03:00:00.000\"}, {\"close\": 92232.0, \"datetime\": \"2025-03-06T04:00:00.000\"}, {\"close\": 92708.0, \"datetime\": \"2025-03-06T05:00:00.000\"}, {\"close\": 91877.0, \"datetime\": \"2025-03-06T06:00:00.000\"}, {\"close\": 91311.3, \"datetime\": \"2025-03-06T07:00:00.000\"}, {\"close\": 91119.2, \"datetime\": \"2025-03-06T08:00:00.000\"}, {\"close\": 90716.0, \"datetime\": \"2025-03-06T09:00:00.000\"}, {\"close\": 91249.9, \"datetime\": \"2025-03-06T10:00:00.000\"}, {\"close\": 91319.2, \"datetime\": \"2025-03-06T11:00:00.000\"}, {\"close\": 90062.7, \"datetime\": \"2025-03-06T12:00:00.000\"}, {\"close\": 89539.0, \"datetime\": \"2025-03-06T13:00:00.000\"}, {\"close\": 89770.4, \"datetime\": \"2025-03-06T14:00:00.000\"}, {\"close\": 90777.9, \"datetime\": \"2025-03-06T15:00:00.000\"}, {\"close\": 89279.9, \"datetime\": \"2025-03-06T16:00:00.000\"}, {\"close\": 88585.0, \"datetime\": \"2025-03-06T17:00:00.000\"}, {\"close\": 88374.1, \"datetime\": \"2025-03-06T18:00:00.000\"}, {\"close\": 88488.5, \"datetime\": \"2025-03-06T19:00:00.000\"}, {\"close\": 88998.0, \"datetime\": \"2025-03-06T20:00:00.000\"}, {\"close\": 89824.9, \"datetime\": \"2025-03-06T21:00:00.000\"}, {\"close\": 90266.0, \"datetime\": \"2025-03-06T22:00:00.000\"}, {\"close\": 89887.8, \"datetime\": \"2025-03-06T23:00:00.000\"}, {\"close\": 85477.9, \"datetime\": \"2025-03-07T00:00:00.000\"}, {\"close\": 88210.0, \"datetime\": \"2025-03-07T01:00:00.000\"}, {\"close\": 87206.8, \"datetime\": \"2025-03-07T02:00:00.000\"}, {\"close\": 86958.5, \"datetime\": \"2025-03-07T03:00:00.000\"}, {\"close\": 87594.2, \"datetime\": \"2025-03-07T04:00:00.000\"}, {\"close\": 88173.0, \"datetime\": \"2025-03-07T05:00:00.000\"}, {\"close\": 88166.3, \"datetime\": \"2025-03-07T06:00:00.000\"}, {\"close\": 88308.8, \"datetime\": \"2025-03-07T07:00:00.000\"}, {\"close\": 88310.0, \"datetime\": \"2025-03-07T08:00:00.000\"}, {\"close\": 88888.7, \"datetime\": \"2025-03-07T09:00:00.000\"}, {\"close\": 89202.0, \"datetime\": \"2025-03-07T10:00:00.000\"}, {\"close\": 88928.8, \"datetime\": \"2025-03-07T11:00:00.000\"}, {\"close\": 89001.9, \"datetime\": \"2025-03-07T12:00:00.000\"}, {\"close\": 89104.8, \"datetime\": \"2025-03-07T13:00:00.000\"}, {\"close\": 90411.7, \"datetime\": \"2025-03-07T14:00:00.000\"}, {\"close\": 88424.9, \"datetime\": \"2025-03-07T15:00:00.000\"}, {\"close\": 87220.0, \"datetime\": \"2025-03-07T16:00:00.000\"}, {\"close\": 87652.5, \"datetime\": \"2025-03-07T17:00:00.000\"}, {\"close\": 88560.7, \"datetime\": \"2025-03-07T18:00:00.000\"}, {\"close\": 87787.2, \"datetime\": \"2025-03-07T19:00:00.000\"}, {\"close\": 86949.9, \"datetime\": \"2025-03-07T20:00:00.000\"}, {\"close\": 86261.7, \"datetime\": \"2025-03-07T21:00:00.000\"}, {\"close\": 86700.0, \"datetime\": \"2025-03-07T22:00:00.000\"}, {\"close\": 86753.8, \"datetime\": \"2025-03-07T23:00:00.000\"}, {\"close\": 86681.6, \"datetime\": \"2025-03-08T00:00:00.000\"}, {\"close\": 86066.8, \"datetime\": \"2025-03-08T01:00:00.000\"}, {\"close\": 86134.4, \"datetime\": \"2025-03-08T02:00:00.000\"}, {\"close\": 85880.0, \"datetime\": \"2025-03-08T03:00:00.000\"}, {\"close\": 86398.3, \"datetime\": \"2025-03-08T04:00:00.000\"}, {\"close\": 86240.0, \"datetime\": \"2025-03-08T05:00:00.000\"}, {\"close\": 86434.3, \"datetime\": \"2025-03-08T06:00:00.000\"}, {\"close\": 86159.2, \"datetime\": \"2025-03-08T07:00:00.000\"}, {\"close\": 86027.5, \"datetime\": \"2025-03-08T08:00:00.000\"}, {\"close\": 85907.5, \"datetime\": \"2025-03-08T09:00:00.000\"}, {\"close\": 86085.5, \"datetime\": \"2025-03-08T10:00:00.000\"}, {\"close\": 85923.9, \"datetime\": \"2025-03-08T11:00:00.000\"}, {\"close\": 86166.0, \"datetime\": \"2025-03-08T12:00:00.000\"}, {\"close\": 86276.3, \"datetime\": \"2025-03-08T13:00:00.000\"}, {\"close\": 86323.4, \"datetime\": \"2025-03-08T14:00:00.000\"}, {\"close\": 86360.0, \"datetime\": \"2025-03-08T15:00:00.000\"}, {\"close\": 86102.0, \"datetime\": \"2025-03-08T16:00:00.000\"}, {\"close\": 85900.0, \"datetime\": \"2025-03-08T17:00:00.000\"}, {\"close\": 86005.7, \"datetime\": \"2025-03-08T18:00:00.000\"}, {\"close\": 86190.5, \"datetime\": \"2025-03-08T19:00:00.000\"}, {\"close\": 86239.7, \"datetime\": \"2025-03-08T20:00:00.000\"}, {\"close\": 86182.0, \"datetime\": \"2025-03-08T21:00:00.000\"}, {\"close\": 86295.7, \"datetime\": \"2025-03-08T22:00:00.000\"}, {\"close\": 86184.7, \"datetime\": \"2025-03-08T23:00:00.000\"}, {\"close\": 86379.5, \"datetime\": \"2025-03-09T00:00:00.000\"}, {\"close\": 86146.3, \"datetime\": \"2025-03-09T01:00:00.000\"}, {\"close\": 85954.0, \"datetime\": null}, {\"close\": 86077.1, \"datetime\": \"2025-03-09T03:00:00.000\"}, {\"close\": 86015.6, \"datetime\": \"2025-03-09T04:00:00.000\"}, {\"close\": 85988.1, \"datetime\": \"2025-03-09T05:00:00.000\"}, {\"close\": 85864.6, \"datetime\": \"2025-03-09T06:00:00.000\"}, {\"close\": 85968.9, \"datetime\": \"2025-03-09T07:00:00.000\"}, {\"close\": 85753.0, \"datetime\": \"2025-03-09T08:00:00.000\"}, {\"close\": 85533.0, \"datetime\": \"2025-03-09T09:00:00.000\"}, {\"close\": 84816.7, \"datetime\": \"2025-03-09T10:00:00.000\"}, {\"close\": 84990.1, \"datetime\": \"2025-03-09T11:00:00.000\"}, {\"close\": 84577.0, \"datetime\": \"2025-03-09T12:00:00.000\"}, {\"close\": 83425.9, \"datetime\": \"2025-03-09T13:00:00.000\"}, {\"close\": 83562.9, \"datetime\": \"2025-03-09T14:00:00.000\"}, {\"close\": 83030.5, \"datetime\": \"2025-03-09T15:00:00.000\"}, {\"close\": 82451.5, \"datetime\": \"2025-03-09T16:00:00.000\"}, {\"close\": 82324.3, \"datetime\": \"2025-03-09T17:00:00.000\"}, {\"close\": 82637.5, \"datetime\": \"2025-03-09T18:00:00.000\"}, {\"close\": 82604.9, \"datetime\": \"2025-03-09T19:00:00.000\"}, {\"close\": 83042.9, \"datetime\": \"2025-03-09T20:00:00.000\"}, {\"close\": 81820.5, \"datetime\": \"2025-03-09T21:00:00.000\"}, {\"close\": 80319.2, \"datetime\": \"2025-03-09T22:00:00.000\"}, {\"close\": 80688.8, \"datetime\": \"2025-03-09T23:00:00.000\"}, {\"close\": 81242.0, \"datetime\": \"2025-03-10T00:00:00.000\"}, {\"close\": 81715.3, \"datetime\": \"2025-03-10T01:00:00.000\"}, {\"close\": 82159.4, \"datetime\": \"2025-03-10T02:00:00.000\"}, {\"close\": 82000.1, \"datetime\": \"2025-03-10T03:00:00.000\"}, {\"close\": 82585.8, \"datetime\": \"2025-03-10T04:00:00.000\"}, {\"close\": 82277.5, \"datetime\": \"2025-03-10T05:00:00.000\"}, {\"close\": 82297.4, \"datetime\": \"2025-03-10T06:00:00.000\"}, {\"close\": 82277.6, \"datetime\": \"2025-03-10T07:00:00.000\"}, {\"close\": 81309.9, \"datetime\": \"2025-03-10T08:00:00.000\"}, {\"close\": 82461.8, \"datetime\": \"2025-03-10T09:00:00.000\"}, {\"close\": 82239.5, \"datetime\": \"2025-03-10T10:00:00.000\"}, {\"close\": 83540.2, \"datetime\": \"2025-03-10T11:00:00.000\"}, {\"close\": 83208.0, \"datetime\": \"2025-03-10T12:00:00.000\"}, {\"close\": 81505.0, \"datetime\": \"2025-03-10T13:00:00.000\"}, {\"close\": 79813.7, \"datetime\": \"2025-03-10T14:00:00.000\"}, {\"close\": 80009.7, \"datetime\": \"2025-03-10T15:00:00.000\"}, {\"close\": 78981.3, \"datetime\": \"2025-03-10T16:00:00.000\"}, {\"close\": 78420.5, \"datetime\": \"2025-03-10T17:00:00.000\"}, {\"close\": 77620.7, \"datetime\": \"2025-03-10T18:00:00.000\"}, {\"close\": 79037.1, \"datetime\": \"2025-03-10T19:00:00.000\"}, {\"close\": 79270.3, \"datetime\": \"2025-03-10T20:00:00.000\"}, {\"close\": 79528.0, \"datetime\": \"2025-03-10T21:00:00.000\"}, {\"close\": 79460.3, \"datetime\": \"2025-03-10T22:00:00.000\"}, {\"close\": 78567.8, \"datetime\": \"2025-03-10T23:00:00.000\"}, {\"close\": 77630.7, \"datetime\": \"2025-03-11T00:00:00.000\"}, {\"close\": 79084.2, \"datetime\": \"2025-03-11T01:00:00.000\"}, {\"close\": 79314.9, \"datetime\": \"2025-03-11T02:00:00.000\"}, {\"close\": 79486.6, \"datetime\": \"2025-03-11T03:00:00.000\"}, {\"close\": 79719.4, \"datetime\": \"2025-03-11T04:00:00.000\"}, {\"close\": 80219.9, \"datetime\": \"2025-03-11T05:00:00.000\"}, {\"close\": 80062.8, \"datetime\": \"2025-03-11T06:00:00.000\"}, {\"close\": 80386.0, \"datetime\": \"2025-03-11T07:00:00.000\"}, {\"close\": 81083.8, \"datetime\": \"2025-03-11T08:00:00.000\"}, {\"close\": 81419.9, \"datetime\": \"2025-03-11T09:00:00.000\"}, {\"close\": 81762.3, \"datetime\": \"2025-03-11T10:00:00.000\"}, {\"close\": 81684.6, \"datetime\": \"2025-03-11T11:00:00.000\"}, {\"close\": 81201.5, \"datetime\": \"2025-03-11T12:00:00.000\"}, {\"close\": 80864.1, \"datetime\": \"2025-03-11T13:00:00.000\"}, {\"close\": 79742.0, \"datetime\": \"2025-03-11T14:00:00.000\"}, {\"close\": 81190.7, \"datetime\": \"2025-03-11T15:00:00.000\"}, {\"close\": 81349.9, \"datetime\": \"2025-03-11T16:00:00.000\"}, {\"close\": 81272.7, \"datetime\": \"2025-03-11T17:00:00.000\"}, {\"close\": 83226.4, \"datetime\": \"2025-03-11T18:00:00.000\"}, {\"close\": 83060.1, \"datetime\": \"2025-03-11T19:00:00.000\"}, {\"close\": 82761.1, \"datetime\": \"2025-03-11T20:00:00.000\"}, {\"close\": 83063.7, \"datetime\": \"2025-03-11T21:00:00.000\"}, {\"close\": 83096.7, \"datetime\": \"2025-03-11T22:00:00.000\"}, {\"close\": 82896.0, \"datetime\": \"2025-03-11T23:00:00.000\"}, {\"close\": 82721.5, \"datetime\": \"2025-03-12T00:00:00.000\"}, {\"close\": 83264.4, \"datetime\": \"2025-03-12T01:00:00.000\"}, {\"close\": 82391.2, \"datetime\": \"2025-03-12T02:00:00.000\"}, {\"close\": 82098.2, \"datetime\": \"2025-03-12T03:00:00.000\"}, {\"close\": 81776.6, \"datetime\": \"2025-03-12T04:00:00.000\"}, {\"close\": 81950.0, \"datetime\": \"2025-03-12T05:00:00.000\"}, {\"close\": 81380.1, \"datetime\": \"2025-03-12T06:00:00.000\"}, {\"close\": 82402.9, \"datetime\": \"2025-03-12T07:00:00.000\"}, {\"close\": 82639.3, \"datetime\": \"2025-03-12T08:00:00.000\"}, {\"close\": 82624.6, \"datetime\": \"2025-03-12T09:00:00.000\"}, {\"close\": 82460.1, \"datetime\": \"2025-03-12T10:00:00.000\"}, {\"close\": 82972.0, \"datetime\": \"2025-03-12T11:00:00.000\"}, {\"close\": 84021.3, \"datetime\": \"2025-03-12T12:00:00.000\"}, {\"close\": 82649.9, \"datetime\": \"2025-03-12T13:00:00.000\"}, {\"close\": 81500.9, \"datetime\": \"2025-03-12T14:00:00.000\"}, {\"close\": 81688.1, \"datetime\": \"2025-03-12T15:00:00.000\"}, {\"close\": 81922.0, \"datetime\": \"2025-03-12T16:00:00.000\"}, {\"close\": 81811.8, \"datetime\": \"2025-03-12T17:00:00.000\"}, {\"close\": 82589.9, \"datetime\": \"2025-03-12T18:00:00.000\"}, {\"close\": 82877.3, \"datetime\": \"2025-03-12T19:00:00.000\"}, {\"close\": 83073.7, \"datetime\": \"2025-03-12T20:00:00.000\"}, {\"close\": 83049.1, \"datetime\": \"2025-03-12T21:00:00.000\"}, {\"close\": 83608.1, \"datetime\": \"2025-03-12T22:00:00.000\"}, {\"close\": 83640.7, \"datetime\": \"2025-03-12T23:00:00.000\"}, {\"close\": 83412.4, \"datetime\": \"2025-03-13T00:00:00.000\"}, {\"close\": 83880.8, \"datetime\": \"2025-03-13T01:00:00.000\"}, {\"close\": 83746.7, \"datetime\": \"2025-03-13T02:00:00.000\"}, {\"close\": 83537.1, \"datetime\": \"2025-03-13T03:00:00.000\"}, {\"close\": 83256.6, \"datetime\": \"2025-03-13T04:00:00.000\"}, {\"close\": 83121.5, \"datetime\": \"2025-03-13T05:00:00.000\"}, {\"close\": 83250.0, \"datetime\": \"2025-03-13T06:00:00.000\"}, {\"close\": 83118.5, \"datetime\": \"2025-03-13T07:00:00.000\"}, {\"close\": 82934.1, \"datetime\": \"2025-03-13T08:00:00.000\"}, {\"close\": 83399.4, \"datetime\": \"2025-03-13T09:00:00.000\"}, {\"close\": 83148.2, \"datetime\": \"2025-03-13T10:00:00.000\"}, {\"close\": 82939.5, \"datetime\": \"2025-03-13T11:00:00.000\"}, {\"close\": 82469.4, \"datetime\": \"2025-03-13T12:00:00.000\"}, {\"close\": 81730.6, \"datetime\": \"2025-03-13T13:00:00.000\"}, {\"close\": 81966.5, \"datetime\": \"2025-03-13T14:00:00.000\"}, {\"close\": 81016.0, \"datetime\": \"2025-03-13T15:00:00.000\"}, {\"close\": 80850.1, \"datetime\": \"2025-03-13T16:00:00.000\"}, {\"close\": 80034.6, \"datetime\": \"2025-03-13T17:00:00.000\"}, {\"close\": 80784.6, \"datetime\": \"2025-03-13T18:00:00.000\"}, {\"close\": 80177.9, \"datetime\": \"2025-03-13T19:00:00.000\"}, {\"close\": 80348.0, \"datetime\": \"2025-03-13T20:00:00.000\"}, {\"close\": 80775.6, \"datetime\": \"2025-03-13T21:00:00.000\"}, {\"close\": 81346.0, \"datetime\": \"2025-03-13T22:00:00.000\"}, {\"close\": 81085.4, \"datetime\": \"2025-03-13T23:00:00.000\"}, {\"close\": 81458.0, \"datetime\": \"2025-03-14T00:00:00.000\"}, {\"close\": 81558.5, \"datetime\": \"2025-03-14T01:00:00.000\"}, {\"close\": 82195.7, \"datetime\": \"2025-03-14T02:00:00.000\"}, {\"close\": 81861.5, \"datetime\": \"2025-03-14T03:00:00.000\"}, {\"close\": 81912.7, \"datetime\": \"2025-03-14T04:00:00.000\"}, {\"close\": 82112.7, \"datetime\": \"2025-03-14T05:00:00.000\"}, {\"close\": 81996.1, \"datetime\": \"2025-03-14T06:00:00.000\"}, {\"close\": 82124.5, \"datetime\": \"2025-03-14T07:00:00.000\"}, {\"close\": 82562.3, \"datetime\": \"2025-03-14T08:00:00.000\"}, {\"close\": 82735.1, \"datetime\": \"2025-03-14T09:00:00.000\"}, {\"close\": 83000.0, \"datetime\": \"2025-03-14T10:00:00.000\"}, {\"close\": 83202.8, \"datetime\": \"2025-03-14T11:00:00.000\"}, {\"close\": 83380.0, \"datetime\": \"2025-03-14T12:00:00.000\"}, {\"close\": 83558.4, \"datetime\": \"2025-03-14T13:00:00.000\"}, {\"close\": 83495.9, \"datetime\": \"2025-03-14T14:00:00.000\"}, {\"close\": 84692.2, \"datetime\": \"2025-03-14T15:00:00.000\"}, {\"close\": 84738.4, \"datetime\": \"2025-03-14T16:00:00.000\"}, {\"close\": 84320.0, \"datetime\": \"2025-03-14T17:00:00.000\"}, {\"close\": 84530.1, \"datetime\": \"2025-03-14T18:00:00.000\"}, {\"close\": 84508.1, \"datetime\": \"2025-03-14T19:00:00.000\"}, {\"close\": 84084.0, \"datetime\": \"2025-03-14T20:00:00.000\"}, {\"close\": 84159.9, \"datetime\": \"2025-03-14T21:00:00.000\"}, {\"close\": 84390.7, \"datetime\": \"2025-03-14T22:00:00.000\"}, {\"close\": 83939.8, \"datetime\": \"2025-03-14T23:00:00.000\"}, {\"close\": 84246.0, \"datetime\": \"2025-03-15T00:00:00.000\"}, {\"close\": 84304.5, \"datetime\": \"2025-03-15T01:00:00.000\"}, {\"close\": 84505.4, \"datetime\": \"2025-03-15T02:00:00.000\"}, {\"close\": 84439.9, \"datetime\": \"2025-03-15T03:00:00.000\"}, {\"close\": 84413.1, \"datetime\": \"2025-03-15T04:00:00.000\"}, {\"close\": 84218.3, \"datetime\": \"2025-03-15T05:00:00.000\"}, {\"close\": 84145.4, \"datetime\": \"2025-03-15T06:00:00.000\"}, {\"close\": 83797.0, \"datetime\": \"2025-03-15T07:00:00.000\"}, {\"close\": 83854.9, \"datetime\": \"2025-03-15T08:00:00.000\"}, {\"close\": 83927.4, \"datetime\": \"2025-03-15T09:00:00.000\"}, {\"close\": 83870.0, \"datetime\": \"2025-03-15T10:00:00.000\"}, {\"close\": 84054.8, \"datetime\": \"2025-03-15T11:00:00.000\"}, {\"close\": 84093.1, \"datetime\": \"2025-03-15T12:00:00.000\"}, {\"close\": 84406.4, \"datetime\": \"2025-03-15T13:00:00.000\"}, {\"close\": 84108.3, \"datetime\": \"2025-03-15T14:00:00.000\"}, {\"close\": 84295.8, \"datetime\": \"2025-03-15T15:00:00.000\"}, {\"close\": 84316.3, \"datetime\": \"2025-03-15T16:00:00.000\"}, {\"close\": 84375.1, \"datetime\": \"2025-03-15T17:00:00.000\"}, {\"close\": 84182.9, \"datetime\": \"2025-03-15T18:00:00.000\"}, {\"close\": 84261.2, \"datetime\": \"2025-03-15T19:00:00.000\"}, {\"close\": 84345.0, \"datetime\": \"2025-03-15T20:00:00.000\"}, {\"close\": 84342.0, \"datetime\": \"2025-03-15T21:00:00.000\"}, {\"close\": 84334.4, \"datetime\": \"2025-03-15T22:00:00.000\"}, {\"close\": 84302.9, \"datetime\": \"2025-03-15T23:00:00.000\"}, {\"close\": 84214.0, \"datetime\": \"2025-03-16T00:00:00.000\"}, {\"close\": 83828.5, \"datetime\": \"2025-03-16T01:00:00.000\"}, {\"close\": 83921.9, \"datetime\": \"2025-03-16T02:00:00.000\"}, {\"close\": 84295.9, \"datetime\": \"2025-03-16T03:00:00.000\"}, {\"close\": 84365.8, \"datetime\": \"2025-03-16T04:00:00.000\"}, {\"close\": 84350.3, \"datetime\": \"2025-03-16T05:00:00.000\"}, {\"close\": 84188.0, \"datetime\": \"2025-03-16T06:00:00.000\"}, {\"close\": 84242.0, \"datetime\": \"2025-03-16T07:00:00.000\"}, {\"close\": 84221.0, \"datetime\": \"2025-03-16T08:00:00.000\"}, {\"close\": 83857.0, \"datetime\": \"2025-03-16T09:00:00.000\"}, {\"close\": 83626.9, \"datetime\": \"2025-03-16T10:00:00.000\"}, {\"close\": 82367.9, \"datetime\": \"2025-03-16T11:00:00.000\"}, {\"close\": 82711.6, \"datetime\": \"2025-03-16T12:00:00.000\"}, {\"close\": 82561.1, \"datetime\": \"2025-03-16T13:00:00.000\"}, {\"close\": 83334.2, \"datetime\": \"2025-03-16T14:00:00.000\"}, {\"close\": 83280.0, \"datetime\": \"2025-03-16T15:00:00.000\"}, {\"close\": 83594.9, \"datetime\": \"2025-03-16T16:00:00.000\"}, {\"close\": 83869.7, \"datetime\": \"2025-03-16T17:00:00.000\"}, {\"close\": 83660.9, \"datetime\": \"2025-03-16T18:00:00.000\"}, {\"close\": 83064.3, \"datetime\": \"2025-03-16T19:00:00.000\"}, {\"close\": 83178.5, \"datetime\": \"2025-03-16T20:00:00.000\"}, {\"close\": 82728.9, \"datetime\": \"2025-03-16T21:00:00.000\"}, {\"close\": 82050.1, \"datetime\": \"2025-03-16T22:00:00.000\"}, {\"close\": 82541.6, \"datetime\": \"2025-03-16T23:00:00.000\"}, {\"close\": 83023.9, \"datetime\": \"2025-03-17T00:00:00.000\"}, {\"close\": 83199.7, \"datetime\": \"2025-03-17T01:00:00.000\"}, {\"close\": 83173.4, \"datetime\": \"2025-03-17T02:00:00.000\"}, {\"close\": 83641.0, \"datetime\": \"2025-03-17T03:00:00.000\"}, {\"close\": 83589.6, \"datetime\": \"2025-03-17T04:00:00.000\"}, {\"close\": 83088.9, \"datetime\": \"2025-03-17T05:00:00.000\"}, {\"close\": 83185.8, \"datetime\": \"2025-03-17T06:00:00.000\"}, {\"close\": 83525.2, \"datetime\": \"2025-03-17T07:00:00.000\"}, {\"close\": 83500.1, \"datetime\": \"2025-03-17T08:00:00.000\"}, {\"close\": 83620.0, \"datetime\": \"2025-03-17T09:00:00.000\"}, {\"close\": 83299.7, \"datetime\": \"2025-03-17T10:00:00.000\"}, {\"close\": 83475.0, \"datetime\": \"2025-03-17T11:00:00.000\"}, {\"close\": 83009.1, \"datetime\": \"2025-03-17T12:00:00.000\"}, {\"close\": 82971.4, \"datetime\": \"2025-03-17T13:00:00.000\"}, {\"close\": 82873.1, \"datetime\": \"2025-03-17T14:00:00.000\"}, {\"close\": 83499.0, \"datetime\": \"2025-03-17T15:00:00.000\"}, {\"close\": 83408.0, \"datetime\": \"2025-03-17T16:00:00.000\"}, {\"close\": 84164.5, \"datetime\": \"2025-03-17T17:00:00.000\"}, {\"close\": 84462.0, \"datetime\": \"2025-03-17T18:00:00.000\"}, {\"close\": 84436.2, \"datetime\": \"2025-03-17T19:00:00.000\"}, {\"close\": 83923.4, \"datetime\": \"2025-03-17T20:00:00.000\"}, {\"close\": 84033.3, \"datetime\": \"2025-03-17T21:00:00.000\"}, {\"close\": 84011.8, \"datetime\": \"2025-03-17T22:00:00.000\"}, {\"close\": 83962.9, \"datetime\": \"2025-03-17T23:00:00.000\"}, {\"close\": 83752.6, \"datetime\": \"2025-03-18T00:00:00.000\"}, {\"close\": 83127.2, \"datetime\": \"2025-03-18T01:00:00.000\"}, {\"close\": 83325.3, \"datetime\": \"2025-03-18T02:00:00.000\"}, {\"close\": 83107.6, \"datetime\": \"2025-03-18T03:00:00.000\"}, {\"close\": 82958.4, \"datetime\": \"2025-03-18T04:00:00.000\"}, {\"close\": 82983.8, \"datetime\": \"2025-03-18T05:00:00.000\"}, {\"close\": 82407.0, \"datetime\": \"2025-03-18T06:00:00.000\"}, {\"close\": 83124.8, \"datetime\": \"2025-03-18T07:00:00.000\"}, {\"close\": 83247.4, \"datetime\": \"2025-03-18T08:00:00.000\"}, {\"close\": 82813.0, \"datetime\": \"2025-03-18T09:00:00.000\"}, {\"close\": 82781.1, \"datetime\": \"2025-03-18T10:00:00.000\"}, {\"close\": 82550.0, \"datetime\": \"2025-03-18T11:00:00.000\"}, {\"close\": 82367.9, \"datetime\": \"2025-03-18T12:00:00.000\"}, {\"close\": 81330.4, \"datetime\": \"2025-03-18T13:00:00.000\"}, {\"close\": 81809.4, \"datetime\": \"2025-03-18T14:00:00.000\"}, {\"close\": 81567.8, \"datetime\": \"2025-03-18T15:00:00.000\"}, {\"close\": 81814.2, \"datetime\": \"2025-03-18T16:00:00.000\"}, {\"close\": 81428.9, \"datetime\": \"2025-03-18T17:00:00.000\"}, {\"close\": 81849.0, \"datetime\": \"2025-03-18T18:00:00.000\"}, {\"close\": 82273.4, \"datetime\": \"2025-03-18T19:00:00.000\"}, {\"close\": 82011.7, \"datetime\": \"2025-03-18T20:00:00.000\"}, {\"close\": 82011.1, \"datetime\": \"2025-03-18T21:00:00.000\"}, {\"close\": 82350.0, \"datetime\": \"2025-03-18T22:00:00.000\"}, {\"close\": 82666.1, \"datetime\": \"2025-03-18T23:00:00.000\"}, {\"close\": 83069.9, \"datetime\": \"2025-03-19T00:00:00.000\"}, {\"close\": 82562.3, \"datetime\": \"2025-03-19T01:00:00.000\"}, {\"close\": 82828.4, \"datetime\": \"2025-03-19T02:00:00.000\"}, {\"close\": 83008.4, \"datetime\": \"2025-03-19T03:00:00.000\"}, {\"close\": 82922.9, \"datetime\": \"2025-03-19T04:00:00.000\"}, {\"close\": 83202.8, \"datetime\": \"2025-03-19T05:00:00.000\"}, {\"close\": 83160.0, \"datetime\": \"2025-03-19T06:00:00.000\"}, {\"close\": 83152.5, \"datetime\": \"2025-03-19T07:00:00.000\"}, {\"close\": 83373.5, \"datetime\": \"2025-03-19T08:00:00.000\"}, {\"close\": 83491.6, \"datetime\": \"2025-03-19T09:00:00.000\"}, {\"close\": 83427.9, \"datetime\": \"2025-03-19T10:00:00.000\"}, {\"close\": 83848.4, \"datetime\": \"2025-03-19T11:00:00.000\"}, {\"close\": 83705.2, \"datetime\": \"2025-03-19T12:00:00.000\"}, {\"close\": 84050.1, \"datetime\": \"2025-03-19T13:00:00.000\"}, {\"close\": 84267.4, \"datetime\": \"2025-03-19T14:00:00.000\"}, {\"close\": 84693.3, \"datetime\": \"2025-03-19T15:00:00.000\"}, {\"close\": 84526.8, \"datetime\": \"2025-03-19T16:00:00.000\"}, {\"close\": 84188.0, \"datetime\": \"2025-03-19T17:00:00.000\"}, {\"close\": 85576.0, \"datetime\": \"2025-03-19T18:00:00.000\"}, {\"close\": 85382.5, \"datetime\": \"2025-03-19T19:00:00.000\"}, {\"close\": 85321.2, \"datetime\": \"2025-03-19T20:00:00.000\"}, {\"close\": 85592.8, \"datetime\": \"2025-03-19T21:00:00.000\"}, {\"close\": 86110.0, \"datetime\": \"2025-03-19T22:00:00.000\"}, {\"close\": 86809.8, \"datetime\": \"2025-03-19T23:00:00.000\"}, {\"close\": 85979.8, \"datetime\": \"2025-03-20T00:00:00.000\"}, {\"close\": 85840.4, \"datetime\": \"2025-03-20T01:00:00.000\"}, {\"close\": 86020.0, \"datetime\": \"2025-03-20T02:00:00.000\"}, {\"close\": 85849.5, \"datetime\": \"2025-03-20T03:00:00.000\"}, {\"close\": 85640.6, \"datetime\": \"2025-03-20T04:00:00.000\"}, {\"close\": 85785.0, \"datetime\": \"2025-03-20T05:00:00.000\"}, {\"close\": 85714.8, \"datetime\": \"2025-03-20T06:00:00.000\"}, {\"close\": 85764.7, \"datetime\": \"2025-03-20T07:00:00.000\"}, {\"close\": 86193.4, \"datetime\": \"2025-03-20T08:00:00.000\"}, {\"close\": 85832.6, \"datetime\": \"2025-03-20T09:00:00.000\"}, {\"close\": 85135.6, \"datetime\": \"2025-03-20T10:00:00.000\"}, {\"close\": 85462.2, \"datetime\": \"2025-03-20T11:00:00.000\"}, {\"close\": 85318.8, \"datetime\": \"2025-03-20T12:00:00.000\"}, {\"close\": 85470.1, \"datetime\": \"2025-03-20T13:00:00.000\"}, {\"close\": 86123.7, \"datetime\": \"2025-03-20T14:00:00.000\"}, {\"close\": 84642.1, \"datetime\": \"2025-03-20T15:00:00.000\"}, {\"close\": 83769.5, \"datetime\": \"2025-03-20T16:00:00.000\"}, {\"close\": 84058.3, \"datetime\": \"2025-03-20T17:00:00.000\"}, {\"close\": 84022.0, \"datetime\": \"2025-03-20T18:00:00.000\"}, {\"close\": 84129.3, \"datetime\": \"2025-03-20T19:00:00.000\"}, {\"close\": 84490.0, \"datetime\": \"2025-03-20T20:00:00.000\"}, {\"close\": 84326.0, \"datetime\": \"2025-03-20T21:00:00.000\"}, {\"close\": 84104.9, \"datetime\": \"2025-03-20T22:00:00.000\"}, {\"close\": 84183.6, \"datetime\": \"2025-03-20T23:00:00.000\"}, {\"close\": 84468.8, \"datetime\": \"2025-03-21T00:00:00.000\"}, {\"close\": 84733.5, \"datetime\": \"2025-03-21T01:00:00.000\"}, {\"close\": 84641.2, \"datetime\": \"2025-03-21T02:00:00.000\"}, {\"close\": 84409.9, \"datetime\": \"2025-03-21T03:00:00.000\"}, {\"close\": 84621.2, \"datetime\": \"2025-03-21T04:00:00.000\"}, {\"close\": 84436.7, \"datetime\": \"2025-03-21T05:00:00.000\"}, {\"close\": 84165.0, \"datetime\": \"2025-03-21T06:00:00.000\"}, {\"close\": 83889.6, \"datetime\": \"2025-03-21T07:00:00.000\"}, {\"close\": 83979.6, \"datetime\": \"2025-03-21T08:00:00.000\"}, {\"close\": 84095.3, \"datetime\": \"2025-03-21T09:00:00.000\"}, {\"close\": 84115.5, \"datetime\": \"2025-03-21T10:00:00.000\"}, {\"close\": 84006.0, \"datetime\": \"2025-03-21T11:00:00.000\"}, {\"close\": 83428.6, \"datetime\": \"2025-03-21T12:00:00.000\"}, {\"close\": 83893.9, \"datetime\": \"2025-03-21T13:00:00.000\"}, {\"close\": 84200.1, \"datetime\": \"2025-03-21T14:00:00.000\"}, {\"close\": 83525.9, \"datetime\": \"2025-03-21T15:00:00.000\"}, {\"close\": 84066.9, \"datetime\": \"2025-03-21T16:00:00.000\"}, {\"close\": 83976.8, \"datetime\": \"2025-03-21T17:00:00.000\"}, {\"close\": 84070.3, \"datetime\": \"2025-03-21T18:00:00.000\"}, {\"close\": 83925.0, \"datetime\": \"2025-03-21T19:00:00.000\"}, {\"close\": 84170.7, \"datetime\": \"2025-03-21T20:00:00.000\"}, {\"close\": 84356.3, \"datetime\": \"2025-03-21T21:00:00.000\"}, {\"close\": 84129.7, \"datetime\": \"2025-03-21T22:00:00.000\"}, {\"close\": 84050.3, \"datetime\": \"2025-03-21T23:00:00.000\"}, {\"close\": 84153.9, \"datetime\": \"2025-03-22T00:00:00.000\"}, {\"close\": 84024.2, \"datetime\": \"2025-03-22T01:00:00.000\"}, {\"close\": 84138.4, \"datetime\": \"2025-03-22T02:00:00.000\"}, {\"close\": 84214.1, \"datetime\": \"2025-03-22T03:00:00.000\"}, {\"close\": 84318.9, \"datetime\": \"2025-03-22T04:00:00.000\"}, {\"close\": 84281.0, \"datetime\": \"2025-03-22T05:00:00.000\"}, {\"close\": 84280.8, \"datetime\": \"2025-03-22T06:00:00.000\"}, {\"close\": 84235.4, \"datetime\": \"2025-03-22T07:00:00.000\"}, {\"close\": 84175.1, \"datetime\": \"2025-03-22T08:00:00.000\"}, {\"close\": 84315.7, \"datetime\": \"2025-03-22T09:00:00.000\"}, {\"close\": 84375.8, \"datetime\": \"2025-03-22T10:00:00.000\"}, {\"close\": 84190.8, \"datetime\": \"2025-03-22T11:00:00.000\"}, {\"close\": 84194.4, \"datetime\": \"2025-03-22T12:00:00.000\"}, {\"close\": 84140.0, \"datetime\": \"2025-03-22T13:00:00.000\"}, {\"close\": 83970.6, \"datetime\": \"2025-03-22T14:00:00.000\"}, {\"close\": 84073.5, \"datetime\": \"2025-03-22T15:00:00.000\"}, {\"close\": 84097.9, \"datetime\": \"2025-03-22T16:00:00.000\"}, {\"close\": 84201.8, \"datetime\": \"2025-03-22T17:00:00.000\"}, {\"close\": 84205.7, \"datetime\": \"2025-03-22T18:00:00.000\"}, {\"close\": 84134.6, \"datetime\": \"2025-03-22T19:00:00.000\"}, {\"close\": 83895.9, \"datetime\": \"2025-03-22T20:00:00.000\"}, {\"close\": 83977.7, \"datetime\": \"2025-03-22T21:00:00.000\"}, {\"close\": 83919.2, \"datetime\": \"2025-03-22T22:00:00.000\"}, {\"close\": 83804.9, \"datetime\": \"2025-03-22T23:00:00.000\"}, {\"close\": 83959.8, \"datetime\": \"2025-03-23T00:00:00.000\"}, {\"close\": 84023.2, \"datetime\": \"2025-03-23T01:00:00.000\"}, {\"close\": 84191.4, \"datetime\": \"2025-03-23T02:00:00.000\"}, {\"close\": 84195.1, \"datetime\": \"2025-03-23T03:00:00.000\"}, {\"close\": 84065.0, \"datetime\": \"2025-03-23T04:00:00.000\"}, {\"close\": 84182.8, \"datetime\": \"2025-03-23T05:00:00.000\"}, {\"close\": 84190.6, \"datetime\": \"2025-03-23T06:00:00.000\"}, {\"close\": 84229.9, \"datetime\": \"2025-03-23T07:00:00.000\"}, {\"close\": 84298.6, \"datetime\": \"2025-03-23T08:00:00.000\"}, {\"close\": 84275.6, \"datetime\": \"2025-03-23T09:00:00.000\"}, {\"close\": 84427.7, \"datetime\": \"2025-03-23T10:00:00.000\"}, {\"close\": 84651.5, \"datetime\": \"2025-03-23T11:00:00.000\"}, {\"close\": 84686.4, \"datetime\": \"2025-03-23T12:00:00.000\"}, {\"close\": 85036.7, \"datetime\": \"2025-03-23T13:00:00.000\"}, {\"close\": 84862.0, \"datetime\": \"2025-03-23T14:00:00.000\"}, {\"close\": 85148.0, \"datetime\": \"2025-03-23T15:00:00.000\"}, {\"close\": 85207.3, \"datetime\": \"2025-03-23T16:00:00.000\"}, {\"close\": 84973.2, \"datetime\": \"2025-03-23T17:00:00.000\"}, {\"close\": 84933.8, \"datetime\": \"2025-03-23T18:00:00.000\"}, {\"close\": 84966.7, \"datetime\": \"2025-03-23T19:00:00.000\"}, {\"close\": 85055.1, \"datetime\": \"2025-03-23T20:00:00.000\"}, {\"close\": 85144.1, \"datetime\": \"2025-03-23T21:00:00.000\"}, {\"close\": 85333.2, \"datetime\": \"2025-03-23T22:00:00.000\"}, {\"close\": 86044.2, \"datetime\": \"2025-03-23T23:00:00.000\"}, {\"close\": 85994.8, \"datetime\": \"2025-03-24T00:00:00.000\"}, {\"close\": 85525.0, \"datetime\": \"2025-03-24T01:00:00.000\"}, {\"close\": 85836.4, \"datetime\": \"2025-03-24T02:00:00.000\"}, {\"close\": 86502.6, \"datetime\": \"2025-03-24T03:00:00.000\"}, {\"close\": 86794.9, \"datetime\": \"2025-03-24T04:00:00.000\"}, {\"close\": 86860.3, \"datetime\": \"2025-03-24T05:00:00.000\"}, {\"close\": 87071.3, \"datetime\": \"2025-03-24T06:00:00.000\"}, {\"close\": 86827.6, \"datetime\": \"2025-03-24T07:00:00.000\"}, {\"close\": 87368.5, \"datetime\": \"2025-03-24T08:00:00.000\"}, {\"close\": 87111.4, \"datetime\": \"2025-03-24T09:00:00.000\"}, {\"close\": 87747.5, \"datetime\": \"2025-03-24T10:00:00.000\"}, {\"close\": 87643.5, \"datetime\": \"2025-03-24T11:00:00.000\"}, {\"close\": 87286.4, \"datetime\": \"2025-03-24T12:00:00.000\"}, {\"close\": 87652.3, \"datetime\": \"2025-03-24T13:00:00.000\"}, {\"close\": 87920.9, \"datetime\": \"2025-03-24T14:00:00.000\"}, {\"close\": 88283.6, \"datetime\": \"2025-03-24T15:00:00.000\"}, {\"close\": 88007.6, \"datetime\": \"2025-03-24T16:00:00.000\"}, {\"close\": 88413.2, \"datetime\": \"2025-03-24T17:00:00.000\"}, {\"close\": 88401.3, \"datetime\": \"2025-03-24T18:00:00.000\"}, {\"close\": 88162.3, \"datetime\": \"2025-03-24T19:00:00.000\"}, {\"close\": 87797.3, \"datetime\": \"2025-03-24T20:00:00.000\"}, {\"close\": 88069.7, \"datetime\": \"2025-03-24T21:00:00.000\"}, {\"close\": 87411.5, \"datetime\": \"2025-03-24T22:00:00.000\"}, {\"close\": 87463.4, \"datetime\": \"2025-03-24T23:00:00.000\"}, {\"close\": 87556.5, \"datetime\": \"2025-03-25T00:00:00.000\"}, {\"close\": 87043.5, \"datetime\": \"2025-03-25T01:00:00.000\"}, {\"close\": 86814.1, \"datetime\": \"2025-03-25T02:00:00.000\"}, {\"close\": 86477.4, \"datetime\": \"2025-03-25T03:00:00.000\"}, {\"close\": 86510.1, \"datetime\": \"2025-03-25T04:00:00.000\"}, {\"close\": 86610.7, \"datetime\": \"2025-03-25T05:00:00.000\"}, {\"close\": 86499.3, \"datetime\": \"2025-03-25T06:00:00.000\"}, {\"close\": 86404.4, \"datetime\": \"2025-03-25T07:00:00.000\"}, {\"close\": 86675.0, \"datetime\": \"2025-03-25T08:00:00.000\"}, {\"close\": 87172.5, \"datetime\": \"2025-03-25T09:00:00.000\"}, {\"close\": 87085.7, \"datetime\": \"2025-03-25T10:00:00.000\"}, {\"close\": 87323.3, \"datetime\": \"2025-03-25T11:00:00.000\"}, {\"close\": 87044.0, \"datetime\": \"2025-03-25T12:00:00.000\"}, {\"close\": 87547.0, \"datetime\": \"2025-03-25T13:00:00.000\"}, {\"close\": 87962.3, \"datetime\": \"2025-03-25T14:00:00.000\"}, {\"close\": 87723.0, \"datetime\": \"2025-03-25T15:00:00.000\"}, {\"close\": 87747.5, \"datetime\": \"2025-03-25T16:00:00.000\"}, {\"close\": 87885.1, \"datetime\": \"2025-03-25T17:00:00.000\"}, {\"close\": 87771.5, \"datetime\": \"2025-03-25T18:00:00.000\"}, {\"close\": 88051.4, \"datetime\": \"2025-03-25T19:00:00.000\"}, {\"close\": 87804.5, \"datetime\": \"2025-03-25T20:00:00.000\"}, {\"close\": 87703.6, \"datetime\": \"2025-03-25T21:00:00.000\"}, {\"close\": 87412.6, \"datetime\": \"2025-03-25T22:00:00.000\"}, {\"close\": 87369.8, \"datetime\": \"2025-03-25T23:00:00.000\"}, {\"close\": 87608.0, \"datetime\": \"2025-03-26T00:00:00.000\"}, {\"close\": 87794.0, \"datetime\": \"2025-03-26T01:00:00.000\"}, {\"close\": 87285.3, \"datetime\": \"2025-03-26T02:00:00.000\"}, {\"close\": 87120.6, \"datetime\": \"2025-03-26T03:00:00.000\"}, {\"close\": 87282.0, \"datetime\": \"2025-03-26T04:00:00.000\"}, {\"close\": 87480.0, \"datetime\": \"2025-03-26T05:00:00.000\"}, {\"close\": 87858.1, \"datetime\": \"2025-03-26T06:00:00.000\"}, {\"close\": 88106.7, \"datetime\": \"2025-03-26T07:00:00.000\"}, {\"close\": 87918.4, \"datetime\": \"2025-03-26T08:00:00.000\"}, {\"close\": 87900.7, \"datetime\": \"2025-03-26T09:00:00.000\"}, {\"close\": 88172.7, \"datetime\": \"2025-03-26T10:00:00.000\"}, {\"close\": 87914.9, \"datetime\": \"2025-03-26T11:00:00.000\"}, {\"close\": 87767.5, \"datetime\": \"2025-03-26T12:00:00.000\"}, {\"close\": 86792.1, \"datetime\": \"2025-03-26T13:00:00.000\"}, {\"close\": 86720.1, \"datetime\": \"2025-03-26T14:00:00.000\"}, {\"close\": 86696.9, \"datetime\": \"2025-03-26T15:00:00.000\"}, {\"close\": 86459.6, \"datetime\": \"2025-03-26T16:00:00.000\"}, {\"close\": 86535.7, \"datetime\": \"2025-03-26T17:00:00.000\"}, {\"close\": 86168.4, \"datetime\": \"2025-03-26T18:00:00.000\"}, {\"close\": 86525.3, \"datetime\": \"2025-03-26T19:00:00.000\"}, {\"close\": 87250.0, \"datetime\": \"2025-03-26T20:00:00.000\"}, {\"close\": 87061.0, \"datetime\": \"2025-03-26T21:00:00.000\"}, {\"close\": 86796.0, \"datetime\": \"2025-03-26T22:00:00.000\"}, {\"close\": 86873.8, \"datetime\": \"2025-03-26T23:00:00.000\"}, {\"close\": 87239.0, \"datetime\": \"2025-03-27T00:00:00.000\"}, {\"close\": 87334.8, \"datetime\": \"2025-03-27T01:00:00.000\"}, {\"close\": 87530.0, \"datetime\": \"2025-03-27T02:00:00.000\"}, {\"close\": 87631.1, \"datetime\": \"2025-03-27T03:00:00.000\"}, {\"close\": 87482.4, \"datetime\": \"2025-03-27T04:00:00.000\"}, {\"close\": 87277.7, \"datetime\": \"2025-03-27T05:00:00.000\"}, {\"close\": 87312.3, \"datetime\": \"2025-03-27T06:00:00.000\"}, {\"close\": 87363.2, \"datetime\": \"2025-03-27T07:00:00.000\"}, {\"close\": 87396.1, \"datetime\": \"2025-03-27T08:00:00.000\"}, {\"close\": 87369.3, \"datetime\": \"2025-03-27T09:00:00.000\"}, {\"close\": 87146.5, \"datetime\": \"2025-03-27T10:00:00.000\"}, {\"close\": 86900.7, \"datetime\": \"2025-03-27T11:00:00.000\"}, {\"close\": 86717.0, \"datetime\": \"2025-03-27T12:00:00.000\"}, {\"close\": 86338.4, \"datetime\": \"2025-03-27T13:00:00.000\"}, {\"close\": 87240.0, \"datetime\": \"2025-03-27T14:00:00.000\"}, {\"close\": 86931.2, \"datetime\": \"2025-03-27T15:00:00.000\"}, {\"close\": 86792.1, \"datetime\": \"2025-03-27T16:00:00.000\"}, {\"close\": 86855.4, \"datetime\": \"2025-03-27T17:00:00.000\"}, {\"close\": 87157.1, \"datetime\": \"2025-03-27T18:00:00.000\"}, {\"close\": 87025.8, \"datetime\": \"2025-03-27T19:00:00.000\"}, {\"close\": 87268.2, \"datetime\": \"2025-03-27T20:00:00.000\"}, {\"close\": 87522.2, \"datetime\": \"2025-03-27T21:00:00.000\"}, {\"close\": 87300.9, \"datetime\": \"2025-03-27T22:00:00.000\"}, {\"close\": 87191.2, \"datetime\": \"2025-03-27T23:00:00.000\"}, {\"close\": 87307.4, \"datetime\": \"2025-03-28T00:00:00.000\"}, {\"close\": 87196.0, \"datetime\": \"2025-03-28T01:00:00.000\"}, {\"close\": 86955.1, \"datetime\": \"2025-03-28T02:00:00.000\"}, {\"close\": 86746.8, \"datetime\": \"2025-03-28T03:00:00.000\"}, {\"close\": 86248.5, \"datetime\": \"2025-03-28T04:00:00.000\"}, {\"close\": 86007.3, \"datetime\": \"2025-03-28T05:00:00.000\"}, {\"close\": 85680.1, \"datetime\": \"2025-03-28T06:00:00.000\"}, {\"close\": 85175.1, \"datetime\": \"2025-03-28T07:00:00.000\"}, {\"close\": 85180.0, \"datetime\": \"2025-03-28T08:00:00.000\"}, {\"close\": 85118.9, \"datetime\": \"2025-03-28T09:00:00.000\"}, {\"close\": 84916.3, \"datetime\": \"2025-03-28T10:00:00.000\"}, {\"close\": 85214.0, \"datetime\": \"2025-03-28T11:00:00.000\"}, {\"close\": 84997.5, \"datetime\": \"2025-03-28T12:00:00.000\"}, {\"close\": 84959.9, \"datetime\": \"2025-03-28T13:00:00.000\"}, {\"close\": 84133.9, \"datetime\": \"2025-03-28T14:00:00.000\"}, {\"close\": 84011.1, \"datetime\": \"2025-03-28T15:00:00.000\"}, {\"close\": 83756.7, \"datetime\": \"2025-03-28T16:00:00.000\"}, {\"close\": 83972.8, \"datetime\": \"2025-03-28T17:00:00.000\"}, {\"close\": 83847.3, \"datetime\": \"2025-03-28T18:00:00.000\"}, {\"close\": 83760.7, \"datetime\": \"2025-03-28T19:00:00.000\"}, {\"close\": 83769.3, \"datetime\": \"2025-03-28T20:00:00.000\"}, {\"close\": 84019.5, \"datetime\": \"2025-03-28T21:00:00.000\"}, {\"close\": 84443.4, \"datetime\": \"2025-03-28T22:00:00.000\"}, {\"close\": 84380.8, \"datetime\": \"2025-03-28T23:00:00.000\"}, {\"close\": 84352.7, \"datetime\": \"2025-03-29T00:00:00.000\"}, {\"close\": 84240.0, \"datetime\": \"2025-03-29T01:00:00.000\"}, {\"close\": 83822.1, \"datetime\": \"2025-03-29T02:00:00.000\"}, {\"close\": 84125.7, \"datetime\": \"2025-03-29T03:00:00.000\"}, {\"close\": 84041.2, \"datetime\": \"2025-03-29T04:00:00.000\"}, {\"close\": 83976.5, \"datetime\": \"2025-03-29T05:00:00.000\"}, {\"close\": 83757.4, \"datetime\": \"2025-03-29T06:00:00.000\"}, {\"close\": 83696.0, \"datetime\": \"2025-03-29T07:00:00.000\"}, {\"close\": 83896.3, \"datetime\": \"2025-03-29T08:00:00.000\"}, {\"close\": 83509.2, \"datetime\": \"2025-03-29T09:00:00.000\"}, {\"close\": 82889.7, \"datetime\": \"2025-03-29T10:00:00.000\"}, {\"close\": 82255.1, \"datetime\": \"2025-03-29T11:00:00.000\"}, {\"close\": 82417.3, \"datetime\": \"2025-03-29T12:00:00.000\"}, {\"close\": 82808.7, \"datetime\": \"2025-03-29T13:00:00.000\"}, {\"close\": 82464.5, \"datetime\": \"2025-03-29T14:00:00.000\"}, {\"close\": 82377.3, \"datetime\": \"2025-03-29T15:00:00.000\"}, {\"close\": 82164.4, \"datetime\": \"2025-03-29T16:00:00.000\"}, {\"close\": 82293.3, \"datetime\": \"2025-03-29T17:00:00.000\"}, {\"close\": 82307.4, \"datetime\": \"2025-03-29T18:00:00.000\"}, {\"close\": 82722.9, \"datetime\": \"2025-03-29T19:00:00.000\"}, {\"close\": 82466.7, \"datetime\": \"2025-03-29T20:00:00.000\"}, {\"close\": 82476.9, \"datetime\": \"2025-03-29T21:00:00.000\"}, {\"close\": 82355.6, \"datetime\": \"2025-03-29T22:00:00.000\"}, {\"close\": 82604.7, \"datetime\": \"2025-03-29T23:00:00.000\"}, {\"close\": 82763.4, \"datetime\": \"2025-03-30T00:00:00.000\"}, {\"close\": 82891.6, \"datetime\": \"2025-03-30T01:00:00.000\"}, {\"close\": 83278.2, \"datetime\": \"2025-03-30T02:00:00.000\"}, {\"close\": 83042.8, \"datetime\": \"2025-03-30T03:00:00.000\"}, {\"close\": 83076.8, \"datetime\": \"2025-03-30T04:00:00.000\"}, {\"close\": 82924.8, \"datetime\": \"2025-03-30T05:00:00.000\"}, {\"close\": 83148.0, \"datetime\": \"2025-03-30T06:00:00.000\"}, {\"close\": 83037.4, \"datetime\": \"2025-03-30T07:00:00.000\"}, {\"close\": 83339.6, \"datetime\": \"2025-03-30T08:00:00.000\"}, {\"close\": 83451.0, \"datetime\": \"2025-03-30T09:00:00.000\"}, {\"close\": 83083.6, \"datetime\": \"2025-03-30T10:00:00.000\"}, {\"close\": 83080.0, \"datetime\": \"2025-03-30T11:00:00.000\"}, {\"close\": 83037.3, \"datetime\": \"2025-03-30T12:00:00.000\"}, {\"close\": 82655.3, \"datetime\": \"2025-03-30T13:00:00.000\"}, {\"close\": 82769.8, \"datetime\": \"2025-03-30T14:00:00.000\"}, {\"close\": 82699.9, \"datetime\": \"2025-03-30T15:00:00.000\"}, {\"close\": 82253.4, \"datetime\": \"2025-03-30T16:00:00.000\"}, {\"close\": 82381.4, \"datetime\": \"2025-03-30T17:00:00.000\"}, {\"close\": 82698.0, \"datetime\": \"2025-03-30T18:00:00.000\"}, {\"close\": 82510.6, \"datetime\": \"2025-03-30T19:00:00.000\"}, {\"close\": 82524.7, \"datetime\": \"2025-03-30T20:00:00.000\"}, {\"close\": 82199.3, \"datetime\": \"2025-03-30T21:00:00.000\"}, {\"close\": 82392.0, \"datetime\": \"2025-03-30T22:00:00.000\"}, {\"close\": 82352.8, \"datetime\": \"2025-03-30T23:00:00.000\"}, {\"close\": 81607.9, \"datetime\": \"2025-03-31T00:00:00.000\"}, {\"close\": 81925.4, \"datetime\": \"2025-03-31T01:00:00.000\"}, {\"close\": 81894.8, \"datetime\": \"2025-03-31T02:00:00.000\"}, {\"close\": 81491.5, \"datetime\": \"2025-03-31T03:00:00.000\"}, {\"close\": 81806.0, \"datetime\": \"2025-03-31T04:00:00.000\"}, {\"close\": 82133.7, \"datetime\": \"2025-03-31T05:00:00.000\"}, {\"close\": 82016.2, \"datetime\": \"2025-03-31T06:00:00.000\"}, {\"close\": 81895.2, \"datetime\": \"2025-03-31T07:00:00.000\"}, {\"close\": 81864.0, \"datetime\": \"2025-03-31T08:00:00.000\"}, {\"close\": 81419.8, \"datetime\": \"2025-03-31T09:00:00.000\"}, {\"close\": 82136.2, \"datetime\": \"2025-03-31T10:00:00.000\"}, {\"close\": 82171.5, \"datetime\": \"2025-03-31T11:00:00.000\"}, {\"close\": 82735.8, \"datetime\": \"2025-03-31T12:00:00.000\"}, {\"close\": 82462.1, \"datetime\": \"2025-03-31T13:00:00.000\"}, {\"close\": 83447.6, \"datetime\": \"2025-03-31T14:00:00.000\"}, {\"close\": 83373.4, \"datetime\": \"2025-03-31T15:00:00.000\"}, {\"close\": 83250.7, \"datetime\": \"2025-03-31T16:00:00.000\"}, {\"close\": 82627.6, \"datetime\": \"2025-03-31T17:00:00.000\"}, {\"close\": 83244.2, \"datetime\": \"2025-03-31T18:00:00.000\"}, {\"close\": 82426.7, \"datetime\": \"2025-03-31T19:00:00.000\"}, {\"close\": 82393.2, \"datetime\": \"2025-03-31T20:00:00.000\"}, {\"close\": 82528.8, \"datetime\": \"2025-03-31T21:00:00.000\"}, {\"close\": 82372.3, \"datetime\": \"2025-03-31T22:00:00.000\"}, {\"close\": 82517.5, \"datetime\": \"2025-03-31T23:00:00.000\"}, {\"close\": 82598.4, \"datetime\": \"2025-04-01T00:00:00.000\"}, {\"close\": 82670.9, \"datetime\": \"2025-04-01T01:00:00.000\"}, {\"close\": 83060.7, \"datetime\": \"2025-04-01T02:00:00.000\"}, {\"close\": 82929.9, \"datetime\": \"2025-04-01T03:00:00.000\"}, {\"close\": 83025.2, \"datetime\": \"2025-04-01T04:00:00.000\"}, {\"close\": 82967.1, \"datetime\": \"2025-04-01T05:00:00.000\"}, {\"close\": 83420.1, \"datetime\": \"2025-04-01T06:00:00.000\"}, {\"close\": 83415.2, \"datetime\": \"2025-04-01T07:00:00.000\"}, {\"close\": 84069.9, \"datetime\": \"2025-04-01T08:00:00.000\"}, {\"close\": 84314.8, \"datetime\": \"2025-04-01T09:00:00.000\"}, {\"close\": 84139.9, \"datetime\": \"2025-04-01T10:00:00.000\"}, {\"close\": 83879.9, \"datetime\": \"2025-04-01T11:00:00.000\"}, {\"close\": 83569.7, \"datetime\": \"2025-04-01T12:00:00.000\"}, {\"close\": 83619.5, \"datetime\": \"2025-04-01T13:00:00.000\"}, {\"close\": 84147.3, \"datetime\": \"2025-04-01T14:00:00.000\"}, {\"close\": 85245.4, \"datetime\": \"2025-04-01T15:00:00.000\"}, {\"close\": 85067.0, \"datetime\": \"2025-04-01T16:00:00.000\"}, {\"close\": 85068.3, \"datetime\": \"2025-04-01T17:00:00.000\"}, {\"close\": 85074.3, \"datetime\": \"2025-04-01T18:00:00.000\"}, {\"close\": 84911.7, \"datetime\": \"2025-04-01T19:00:00.000\"}, {\"close\": 85193.7, \"datetime\": \"2025-04-01T20:00:00.000\"}, {\"close\": 85181.2, \"datetime\": \"2025-04-01T21:00:00.000\"}, {\"close\": 85065.1, \"datetime\": \"2025-04-01T22:00:00.000\"}, {\"close\": 85120.9, \"datetime\": \"2025-04-01T23:00:00.000\"}, {\"close\": 84918.5, \"datetime\": \"2025-04-02T00:00:00.000\"}, {\"close\": 85101.4, \"datetime\": \"2025-04-02T01:00:00.000\"}, {\"close\": 84674.1, \"datetime\": \"2025-04-02T02:00:00.000\"}, {\"close\": 84509.5, \"datetime\": \"2025-04-02T03:00:00.000\"}, {\"close\": 84568.5, \"datetime\": \"2025-04-02T04:00:00.000\"}, {\"close\": 84075.1, \"datetime\": \"2025-04-02T05:00:00.000\"}, {\"close\": 84089.4, \"datetime\": \"2025-04-02T06:00:00.000\"}, {\"close\": 84389.8, \"datetime\": \"2025-04-02T07:00:00.000\"}, {\"close\": 84621.3, \"datetime\": \"2025-04-02T08:00:00.000\"}, {\"close\": 84982.0, \"datetime\": \"2025-04-02T09:00:00.000\"}, {\"close\": 84822.7, \"datetime\": \"2025-04-02T10:00:00.000\"}, {\"close\": 84528.4, \"datetime\": \"2025-04-02T11:00:00.000\"}, {\"close\": 85009.3, \"datetime\": \"2025-04-02T12:00:00.000\"}, {\"close\": 85184.0, \"datetime\": \"2025-04-02T13:00:00.000\"}, {\"close\": 85825.0, \"datetime\": \"2025-04-02T14:00:00.000\"}, {\"close\": 86709.5, \"datetime\": \"2025-04-02T15:00:00.000\"}, {\"close\": 87013.1, \"datetime\": \"2025-04-02T16:00:00.000\"}, {\"close\": 86567.6, \"datetime\": \"2025-04-02T17:00:00.000\"}, {\"close\": 86245.6, \"datetime\": \"2025-04-02T18:00:00.000\"}, {\"close\": 86854.2, \"datetime\": \"2025-04-02T19:00:00.000\"}, {\"close\": 85622.6, \"datetime\": \"2025-04-02T20:00:00.000\"}, {\"close\": 84812.7, \"datetime\": \"2025-04-02T21:00:00.000\"}, {\"close\": 82784.3, \"datetime\": \"2025-04-02T22:00:00.000\"}, {\"close\": 82485.1, \"datetime\": \"2025-04-02T23:00:00.000\"}, {\"close\": 83181.9, \"datetime\": \"2025-04-03T00:00:00.000\"}, {\"close\": 83712.0, \"datetime\": \"2025-04-03T01:00:00.000\"}, {\"close\": 83728.3, \"datetime\": \"2025-04-03T02:00:00.000\"}, {\"close\": 83449.0, \"datetime\": \"2025-04-03T03:00:00.000\"}, {\"close\": 83522.1, \"datetime\": \"2025-04-03T04:00:00.000\"}, {\"close\": 83306.9, \"datetime\": \"2025-04-03T05:00:00.000\"}, {\"close\": 83023.9, \"datetime\": \"2025-04-03T06:00:00.000\"}, {\"close\": 83423.7, \"datetime\": \"2025-04-03T07:00:00.000\"}, {\"close\": 83638.9, \"datetime\": \"2025-04-03T08:00:00.000\"}, {\"close\": 83440.4, \"datetime\": \"2025-04-03T09:00:00.000\"}, {\"close\": 83185.5, \"datetime\": \"2025-04-03T10:00:00.000\"}, {\"close\": 83058.1, \"datetime\": \"2025-04-03T11:00:00.000\"}, {\"close\": 81912.3, \"datetime\": \"2025-04-03T12:00:00.000\"}, {\"close\": 82335.1, \"datetime\": \"2025-04-03T13:00:00.000\"}, {\"close\": 81494.9, \"datetime\": \"2025-04-03T14:00:00.000\"}, {\"close\": 82001.8, \"datetime\": \"2025-04-03T15:00:00.000\"}, {\"close\": 81801.9, \"datetime\": \"2025-04-03T16:00:00.000\"}, {\"close\": 81796.2, \"datetime\": \"2025-04-03T17:00:00.000\"}, {\"close\": 82074.1, \"datetime\": \"2025-04-03T18:00:00.000\"}, {\"close\": 81977.4, \"datetime\": \"2025-04-03T19:00:00.000\"}, {\"close\": 82324.1, \"datetime\": \"2025-04-03T20:00:00.000\"}, {\"close\": 82680.0, \"datetime\": \"2025-04-03T21:00:00.000\"}, {\"close\": 82700.9, \"datetime\": \"2025-04-03T22:00:00.000\"}, {\"close\": 83181.5, \"datetime\": \"2025-04-03T23:00:00.000\"}, {\"close\": 83005.4, \"datetime\": \"2025-04-04T00:00:00.000\"}, {\"close\": 82665.4, \"datetime\": \"2025-04-04T01:00:00.000\"}, {\"close\": 82873.3, \"datetime\": \"2025-04-04T02:00:00.000\"}, {\"close\": 82787.9, \"datetime\": \"2025-04-04T03:00:00.000\"}, {\"close\": 82681.6, \"datetime\": \"2025-04-04T04:00:00.000\"}, {\"close\": 83154.1, \"datetime\": \"2025-04-04T05:00:00.000\"}, {\"close\": 83018.9, \"datetime\": \"2025-04-04T06:00:00.000\"}, {\"close\": 83968.2, \"datetime\": \"2025-04-04T07:00:00.000\"}, {\"close\": 84372.9, \"datetime\": \"2025-04-04T08:00:00.000\"}, {\"close\": 84532.3, \"datetime\": \"2025-04-04T09:00:00.000\"}, {\"close\": 82534.4, \"datetime\": \"2025-04-04T10:00:00.000\"}, {\"close\": 82633.7, \"datetime\": \"2025-04-04T11:00:00.000\"}, {\"close\": 82842.6, \"datetime\": \"2025-04-04T12:00:00.000\"}, {\"close\": 83304.2, \"datetime\": \"2025-04-04T13:00:00.000\"}, {\"close\": 82534.7, \"datetime\": \"2025-04-04T14:00:00.000\"}, {\"close\": 82822.0, \"datetime\": \"2025-04-04T15:00:00.000\"}, {\"close\": 83354.8, \"datetime\": \"2025-04-04T16:00:00.000\"}, {\"close\": 84433.9, \"datetime\": \"2025-04-04T17:00:00.000\"}, {\"close\": 83950.0, \"datetime\": \"2025-04-04T18:00:00.000\"}, {\"close\": 83971.9, \"datetime\": \"2025-04-04T19:00:00.000\"}, {\"close\": 84125.9, \"datetime\": \"2025-04-04T20:00:00.000\"}, {\"close\": 84148.8, \"datetime\": \"2025-04-04T21:00:00.000\"}, {\"close\": 84025.0, \"datetime\": \"2025-04-04T22:00:00.000\"}, {\"close\": 83861.3, \"datetime\": \"2025-04-04T23:00:00.000\"}, {\"close\": 83760.0, \"datetime\": \"2025-04-05T00:00:00.000\"}, {\"close\": 83949.1, \"datetime\": \"2025-04-05T01:00:00.000\"}, {\"close\": 83945.9, \"datetime\": \"2025-04-05T02:00:00.000\"}, {\"close\": 83585.7, \"datetime\": \"2025-04-05T03:00:00.000\"}, {\"close\": 83648.1, \"datetime\": \"2025-04-05T04:00:00.000\"}, {\"close\": 83645.6, \"datetime\": \"2025-04-05T05:00:00.000\"}, {\"close\": 83440.9, \"datetime\": \"2025-04-05T06:00:00.000\"}, {\"close\": 83490.0, \"datetime\": \"2025-04-05T07:00:00.000\"}, {\"close\": 83479.7, \"datetime\": \"2025-04-05T08:00:00.000\"}, {\"close\": 83804.3, \"datetime\": \"2025-04-05T09:00:00.000\"}, {\"close\": 83609.2, \"datetime\": \"2025-04-05T10:00:00.000\"}, {\"close\": 83428.4, \"datetime\": \"2025-04-05T11:00:00.000\"}, {\"close\": 83243.2, \"datetime\": \"2025-04-05T12:00:00.000\"}, {\"close\": 82714.1, \"datetime\": \"2025-04-05T13:00:00.000\"}, {\"close\": 82867.5, \"datetime\": \"2025-04-05T14:00:00.000\"}, {\"close\": 82576.4, \"datetime\": \"2025-04-05T15:00:00.000\"}, {\"close\": 82703.0, \"datetime\": \"2025-04-05T16:00:00.000\"}, {\"close\": 82832.6, \"datetime\": \"2025-04-05T17:00:00.000\"}, {\"close\": 82993.2, \"datetime\": \"2025-04-05T18:00:00.000\"}, {\"close\": 82818.7, \"datetime\": \"2025-04-05T19:00:00.000\"}, {\"close\": 83038.0, \"datetime\": \"2025-04-05T20:00:00.000\"}, {\"close\": 82876.4, \"datetime\": \"2025-04-05T21:00:00.000\"}, {\"close\": 83147.6, \"datetime\": \"2025-04-05T22:00:00.000\"}, {\"close\": 83506.1, \"datetime\": \"2025-04-05T23:00:00.000\"}, {\"close\": 83489.9, \"datetime\": \"2025-04-06T00:00:00.000\"}, {\"close\": 83396.5, \"datetime\": \"2025-04-06T01:00:00.000\"}, {\"close\": 83264.1, \"datetime\": \"2025-04-06T02:00:00.000\"}, {\"close\": 83301.7, \"datetime\": \"2025-04-06T03:00:00.000\"}, {\"close\": 83462.0, \"datetime\": \"2025-04-06T04:00:00.000\"}, {\"close\": 83411.2, \"datetime\": \"2025-04-06T05:00:00.000\"}, {\"close\": 83068.0, \"datetime\": \"2025-04-06T06:00:00.000\"}, {\"close\": 82990.9, \"datetime\": \"2025-04-06T07:00:00.000\"}, {\"close\": 82992.9, \"datetime\": \"2025-04-06T08:00:00.000\"}, {\"close\": 83039.0, \"datetime\": \"2025-04-06T09:00:00.000\"}, {\"close\": 82828.4, \"datetime\": \"2025-04-06T10:00:00.000\"}, {\"close\": 82810.1, \"datetime\": \"2025-04-06T11:00:00.000\"}, {\"close\": 82663.0, \"datetime\": \"2025-04-06T12:00:00.000\"}, {\"close\": 82256.2, \"datetime\": \"2025-04-06T13:00:00.000\"}, {\"close\": 82630.0, \"datetime\": \"2025-04-06T14:00:00.000\"}, {\"close\": 82497.4, \"datetime\": \"2025-04-06T15:00:00.000\"}, {\"close\": 81932.5, \"datetime\": \"2025-04-06T16:00:00.000\"}, {\"close\": 80765.9, \"datetime\": \"2025-04-06T17:00:00.000\"}, {\"close\": 79066.6, \"datetime\": \"2025-04-06T18:00:00.000\"}, {\"close\": 79572.6, \"datetime\": \"2025-04-06T19:00:00.000\"}, {\"close\": 78843.7, \"datetime\": \"2025-04-06T20:00:00.000\"}, {\"close\": 78920.6, \"datetime\": \"2025-04-06T21:00:00.000\"}, {\"close\": 78034.4, \"datetime\": \"2025-04-06T22:00:00.000\"}, {\"close\": 78390.0, \"datetime\": \"2025-04-06T23:00:00.000\"}, {\"close\": 78295.7, \"datetime\": \"2025-04-07T00:00:00.000\"}, {\"close\": 79093.9, \"datetime\": \"2025-04-07T01:00:00.000\"}, {\"close\": 78405.9, \"datetime\": \"2025-04-07T02:00:00.000\"}, {\"close\": 77669.6, \"datetime\": \"2025-04-07T03:00:00.000\"}, {\"close\": 76959.9, \"datetime\": \"2025-04-07T04:00:00.000\"}, {\"close\": 76915.9, \"datetime\": \"2025-04-07T05:00:00.000\"}, {\"close\": 74781.4, \"datetime\": \"2025-04-07T06:00:00.000\"}, {\"close\": 75084.1, \"datetime\": \"2025-04-07T07:00:00.000\"}, {\"close\": 76223.2, \"datetime\": \"2025-04-07T08:00:00.000\"}, {\"close\": 76244.7, \"datetime\": \"2025-04-07T09:00:00.000\"}, {\"close\": 76953.9, \"datetime\": \"2025-04-07T10:00:00.000\"}, {\"close\": 76655.9, \"datetime\": \"2025-04-07T11:00:00.000\"}, {\"close\": 77300.0, \"datetime\": \"2025-04-07T12:00:00.000\"}, {\"close\": 78319.9, \"datetime\": \"2025-04-07T13:00:00.000\"}, {\"close\": 78999.2, \"datetime\": \"2025-04-07T14:00:00.000\"}, {\"close\": 78444.6, \"datetime\": \"2025-04-07T15:00:00.000\"}, {\"close\": 77394.8, \"datetime\": \"2025-04-07T16:00:00.000\"}, {\"close\": 79031.4, \"datetime\": \"2025-04-07T17:00:00.000\"}, {\"close\": 78444.4, \"datetime\": \"2025-04-07T18:00:00.000\"}, {\"close\": 78086.3, \"datetime\": \"2025-04-07T19:00:00.000\"}, {\"close\": 78908.1, \"datetime\": \"2025-04-07T20:00:00.000\"}, {\"close\": 79200.0, \"datetime\": \"2025-04-07T21:00:00.000\"}, {\"close\": 79919.5, \"datetime\": \"2025-04-07T22:00:00.000\"}, {\"close\": 79140.0, \"datetime\": \"2025-04-07T23:00:00.000\"}, {\"close\": 78981.2, \"datetime\": \"2025-04-08T00:00:00.000\"}, {\"close\": 80564.0, \"datetime\": \"2025-04-08T01:00:00.000\"}, {\"close\": 79911.8, \"datetime\": \"2025-04-08T02:00:00.000\"}, {\"close\": 79869.2, \"datetime\": \"2025-04-08T03:00:00.000\"}, {\"close\": 80259.9, \"datetime\": \"2025-04-08T04:00:00.000\"}, {\"close\": 79830.1, \"datetime\": \"2025-04-08T05:00:00.000\"}, {\"close\": 79414.6, \"datetime\": \"2025-04-08T06:00:00.000\"}, {\"close\": 79448.6, \"datetime\": \"2025-04-08T07:00:00.000\"}, {\"close\": 79129.8, \"datetime\": \"2025-04-08T08:00:00.000\"}, {\"close\": 78873.8, \"datetime\": \"2025-04-08T09:00:00.000\"}, {\"close\": 78979.2, \"datetime\": \"2025-04-08T10:00:00.000\"}, {\"close\": 79949.7, \"datetime\": \"2025-04-08T11:00:00.000\"}, {\"close\": 79800.9, \"datetime\": \"2025-04-08T12:00:00.000\"}, {\"close\": 79856.0, \"datetime\": \"2025-04-08T13:00:00.000\"}, {\"close\": 78440.5, \"datetime\": \"2025-04-08T14:00:00.000\"}, {\"close\": 78460.0, \"datetime\": \"2025-04-08T15:00:00.000\"}, {\"close\": 77393.5, \"datetime\": \"2025-04-08T16:00:00.000\"}, {\"close\": 77314.6, \"datetime\": \"2025-04-08T17:00:00.000\"}, {\"close\": 77219.7, \"datetime\": \"2025-04-08T18:00:00.000\"}, {\"close\": 76830.0, \"datetime\": \"2025-04-08T19:00:00.000\"}, {\"close\": 77106.6, \"datetime\": \"2025-04-08T20:00:00.000\"}, {\"close\": 77074.7, \"datetime\": \"2025-04-08T21:00:00.000\"}, {\"close\": 76695.3, \"datetime\": \"2025-04-08T22:00:00.000\"}, {\"close\": 76297.9, \"datetime\": \"2025-04-08T23:00:00.000\"}, {\"close\": 76494.0, \"datetime\": \"2025-04-09T00:00:00.000\"}, {\"close\": 76038.0, \"datetime\": \"2025-04-09T01:00:00.000\"}, {\"close\": 75636.0, \"datetime\": \"2025-04-09T02:00:00.000\"}, {\"close\": 75040.0, \"datetime\": \"2025-04-09T03:00:00.000\"}, {\"close\": 76383.1, \"datetime\": \"2025-04-09T04:00:00.000\"}, {\"close\": 76699.9, \"datetime\": \"2025-04-09T05:00:00.000\"}, {\"close\": 76799.1, \"datetime\": \"2025-04-09T06:00:00.000\"}, {\"close\": 77651.4, \"datetime\": \"2025-04-09T07:00:00.000\"}, {\"close\": 77267.2, \"datetime\": \"2025-04-09T08:00:00.000\"}, {\"close\": 77429.6, \"datetime\": \"2025-04-09T09:00:00.000\"}, {\"close\": 77159.2, \"datetime\": \"2025-04-09T10:00:00.000\"}, {\"close\": 76204.1, \"datetime\": \"2025-04-09T11:00:00.000\"}, {\"close\": 76731.6, \"datetime\": \"2025-04-09T12:00:00.000\"}, {\"close\": 77648.8, \"datetime\": \"2025-04-09T13:00:00.000\"}, {\"close\": 76841.7, \"datetime\": \"2025-04-09T14:00:00.000\"}, {\"close\": 77237.6, \"datetime\": \"2025-04-09T15:00:00.000\"}, {\"close\": 78227.9, \"datetime\": \"2025-04-09T16:00:00.000\"}, {\"close\": 82161.9, \"datetime\": \"2025-04-09T17:00:00.000\"}, {\"close\": 81758.0, \"datetime\": \"2025-04-09T18:00:00.000\"}, {\"close\": 82291.4, \"datetime\": \"2025-04-09T19:00:00.000\"}, {\"close\": 83157.7, \"datetime\": \"2025-04-09T20:00:00.000\"}, {\"close\": 83237.0, \"datetime\": \"2025-04-09T21:00:00.000\"}, {\"close\": 83019.5, \"datetime\": \"2025-04-09T22:00:00.000\"}, {\"close\": 82588.0, \"datetime\": \"2025-04-09T23:00:00.000\"}, {\"close\": 82310.1, \"datetime\": \"2025-04-10T00:00:00.000\"}, {\"close\": 82207.9, \"datetime\": \"2025-04-10T01:00:00.000\"}, {\"close\": 82152.0, \"datetime\": \"2025-04-10T02:00:00.000\"}, {\"close\": 81731.8, \"datetime\": \"2025-04-10T03:00:00.000\"}, {\"close\": 81978.8, \"datetime\": \"2025-04-10T04:00:00.000\"}, {\"close\": 82115.5, \"datetime\": \"2025-04-10T05:00:00.000\"}, {\"close\": 82115.9, \"datetime\": \"2025-04-10T06:00:00.000\"}, {\"close\": 81561.6, \"datetime\": \"2025-04-10T07:00:00.000\"}, {\"close\": 81518.0, \"datetime\": \"2025-04-10T08:00:00.000\"}, {\"close\": 81995.7, \"datetime\": \"2025-04-10T09:00:00.000\"}, {\"close\": 81720.1, \"datetime\": \"2025-04-10T10:00:00.000\"}, {\"close\": 81839.2, \"datetime\": \"2025-04-10T11:00:00.000\"}, {\"close\": 81673.5, \"datetime\": \"2025-04-10T12:00:00.000\"}, {\"close\": 80844.8, \"datetime\": \"2025-04-10T13:00:00.000\"}, {\"close\": 81239.3, \"datetime\": \"2025-04-10T14:00:00.000\"}, {\"close\": 78731.7, \"datetime\": \"2025-04-10T15:00:00.000\"}, {\"close\": 79406.1, \"datetime\": \"2025-04-10T16:00:00.000\"}, {\"close\": 79286.0, \"datetime\": \"2025-04-10T17:00:00.000\"}, {\"close\": 79451.0, \"datetime\": \"2025-04-10T18:00:00.000\"}, {\"close\": 79611.1, \"datetime\": \"2025-04-10T19:00:00.000\"}, {\"close\": 79894.6, \"datetime\": \"2025-04-10T20:00:00.000\"}, {\"close\": 79676.8, \"datetime\": \"2025-04-10T21:00:00.000\"}, {\"close\": 79652.3, \"datetime\": \"2025-04-10T22:00:00.000\"}, {\"close\": 79560.2, \"datetime\": \"2025-04-10T23:00:00.000\"}, {\"close\": 79010.2, \"datetime\": \"2025-04-11T00:00:00.000\"}, {\"close\": 80405.9, \"datetime\": \"2025-04-11T01:00:00.000\"}, {\"close\": 80254.1, \"datetime\": \"2025-04-11T02:00:00.000\"}, {\"close\": 80796.9, \"datetime\": \"2025-04-11T03:00:00.000\"}, {\"close\": 80832.9, \"datetime\": \"2025-04-11T04:00:00.000\"}, {\"close\": 80774.3, \"datetime\": \"2025-04-11T05:00:00.000\"}, {\"close\": 81058.0, \"datetime\": \"2025-04-11T06:00:00.000\"}, {\"close\": 81213.6, \"datetime\": \"2025-04-11T07:00:00.000\"}, {\"close\": 81591.9, \"datetime\": \"2025-04-11T08:00:00.000\"}, {\"close\": 82388.0, \"datetime\": \"2025-04-11T09:00:00.000\"}, {\"close\": 82666.0, \"datetime\": \"2025-04-11T10:00:00.000\"}, {\"close\": 82096.6, \"datetime\": \"2025-04-11T11:00:00.000\"}, {\"close\": 82075.9, \"datetime\": \"2025-04-11T12:00:00.000\"}, {\"close\": 82877.5, \"datetime\": \"2025-04-11T13:00:00.000\"}, {\"close\": 81856.7, \"datetime\": \"2025-04-11T14:00:00.000\"}, {\"close\": 82486.7, \"datetime\": \"2025-04-11T15:00:00.000\"}, {\"close\": 82748.7, \"datetime\": \"2025-04-11T16:00:00.000\"}, {\"close\": 83888.2, \"datetime\": \"2025-04-11T17:00:00.000\"}, {\"close\": 83562.1, \"datetime\": \"2025-04-11T18:00:00.000\"}, {\"close\": 83809.5, \"datetime\": \"2025-04-11T19:00:00.000\"}, {\"close\": 83800.1, \"datetime\": \"2025-04-11T20:00:00.000\"}, {\"close\": 83634.2, \"datetime\": \"2025-04-11T21:00:00.000\"}, {\"close\": 83380.8, \"datetime\": \"2025-04-11T22:00:00.000\"}, {\"close\": 83378.3, \"datetime\": \"2025-04-11T23:00:00.000\"}, {\"close\": 83322.6, \"datetime\": \"2025-04-12T00:00:00.000\"}, {\"close\": 83181.5, \"datetime\": \"2025-04-12T01:00:00.000\"}, {\"close\": 82768.7, \"datetime\": \"2025-04-12T02:00:00.000\"}, {\"close\": 82940.3, \"datetime\": \"2025-04-12T03:00:00.000\"}, {\"close\": 83175.5, \"datetime\": \"2025-04-12T04:00:00.000\"}, {\"close\": 83299.3, \"datetime\": \"2025-04-12T05:00:00.000\"}, {\"close\": 83521.0, \"datetime\": \"2025-04-12T06:00:00.000\"}, {\"close\": 83685.4, \"datetime\": \"2025-04-12T07:00:00.000\"}, {\"close\": 83568.7, \"datetime\": \"2025-04-12T08:00:00.000\"}, {\"close\": 83506.9, \"datetime\": \"2025-04-12T09:00:00.000\"}, {\"close\": 83392.9, \"datetime\": \"2025-04-12T10:00:00.000\"}, {\"close\": 83484.0, \"datetime\": \"2025-04-12T11:00:00.000\"}, {\"close\": 83800.0, \"datetime\": \"2025-04-12T12:00:00.000\"}, {\"close\": 84413.1, \"datetime\": \"2025-04-12T13:00:00.000\"}, {\"close\": 84786.2, \"datetime\": \"2025-04-12T14:00:00.000\"}, {\"close\": 84974.1, \"datetime\": \"2025-04-12T15:00:00.000\"}, {\"close\": 84624.1, \"datetime\": \"2025-04-12T16:00:00.000\"}, {\"close\": 84730.7, \"datetime\": \"2025-04-12T17:00:00.000\"}, {\"close\": 85131.3, \"datetime\": \"2025-04-12T18:00:00.000\"}, {\"close\": 84891.8, \"datetime\": \"2025-04-12T19:00:00.000\"}, {\"close\": 85475.1, \"datetime\": \"2025-04-12T20:00:00.000\"}, {\"close\": 85317.1, \"datetime\": \"2025-04-12T21:00:00.000\"}, {\"close\": 85293.6, \"datetime\": \"2025-04-12T22:00:00.000\"}, {\"close\": 85237.8, \"datetime\": \"2025-04-12T23:00:00.000\"}, {\"close\": 85470.0, \"datetime\": \"2025-04-13T00:00:00.000\"}, {\"close\": 85214.8, \"datetime\": \"2025-04-13T01:00:00.000\"}, {\"close\": 85250.1, \"datetime\": \"2025-04-13T02:00:00.000\"}, {\"close\": 85388.8, \"datetime\": \"2025-04-13T03:00:00.000\"}, {\"close\": 84587.8, \"datetime\": \"2025-04-13T04:00:00.000\"}, {\"close\": 84487.4, \"datetime\": \"2025-04-13T05:00:00.000\"}, {\"close\": 84570.8, \"datetime\": \"2025-04-13T06:00:00.000\"}, {\"close\": 84378.4, \"datetime\": \"2025-04-13T07:00:00.000\"}, {\"close\": 84639.8, \"datetime\": \"2025-04-13T08:00:00.000\"}, {\"close\": 84874.1, \"datetime\": \"2025-04-13T09:00:00.000\"}, {\"close\": 84651.6, \"datetime\": \"2025-04-13T10:00:00.000\"}, {\"close\": 84490.6, \"datetime\": \"2025-04-13T11:00:00.000\"}, {\"close\": 84420.0, \"datetime\": \"2025-04-13T12:00:00.000\"}, {\"close\": 83577.0, \"datetime\": \"2025-04-13T13:00:00.000\"}, {\"close\": 84043.9, \"datetime\": \"2025-04-13T14:00:00.000\"}, {\"close\": 83820.1, \"datetime\": \"2025-04-13T15:00:00.000\"}, {\"close\": 84183.7, \"datetime\": \"2025-04-13T16:00:00.000\"}, {\"close\": 84711.5, \"datetime\": \"2025-04-13T17:00:00.000\"}, {\"close\": 84689.8, \"datetime\": \"2025-04-13T18:00:00.000\"}, {\"close\": 83949.9, \"datetime\": \"2025-04-13T19:00:00.000\"}, {\"close\": 83472.7, \"datetime\": \"2025-04-13T20:00:00.000\"}, {\"close\": 83568.4, \"datetime\": \"2025-04-13T21:00:00.000\"}, {\"close\": 83294.3, \"datetime\": \"2025-04-13T22:00:00.000\"}, {\"close\": 83713.7, \"datetime\": \"2025-04-13T23:00:00.000\"}, {\"close\": 84298.8, \"datetime\": \"2025-04-14T00:00:00.000\"}, {\"close\": 84200.7, \"datetime\": \"2025-04-14T01:00:00.000\"}, {\"close\": 85087.6, \"datetime\": \"2025-04-14T02:00:00.000\"}, {\"close\": 84536.4, \"datetime\": \"2025-04-14T03:00:00.000\"}, {\"close\": 84839.9, \"datetime\": \"2025-04-14T04:00:00.000\"}, {\"close\": 84536.3, \"datetime\": \"2025-04-14T05:00:00.000\"}, {\"close\": 84580.5, \"datetime\": \"2025-04-14T06:00:00.000\"}, {\"close\": 84544.2, \"datetime\": \"2025-04-14T07:00:00.000\"}, {\"close\": 84727.9, \"datetime\": \"2025-04-14T08:00:00.000\"}, {\"close\": 84404.4, \"datetime\": \"2025-04-14T09:00:00.000\"}, {\"close\": 84622.0, \"datetime\": \"2025-04-14T10:00:00.000\"}, {\"close\": 84891.5, \"datetime\": \"2025-04-14T11:00:00.000\"}, {\"close\": 85099.9, \"datetime\": \"2025-04-14T12:00:00.000\"}, {\"close\": 84341.4, \"datetime\": \"2025-04-14T13:00:00.000\"}, {\"close\": 85380.0, \"datetime\": \"2025-04-14T14:00:00.000\"}, {\"close\": 84054.4, \"datetime\": \"2025-04-14T15:00:00.000\"}, {\"close\": 84299.9, \"datetime\": \"2025-04-14T16:00:00.000\"}, {\"close\": 84823.8, \"datetime\": \"2025-04-14T17:00:00.000\"}, {\"close\": 84950.6, \"datetime\": \"2025-04-14T18:00:00.000\"}, {\"close\": 84872.6, \"datetime\": \"2025-04-14T19:00:00.000\"}, {\"close\": 84806.8, \"datetime\": \"2025-04-14T20:00:00.000\"}, {\"close\": 84666.3, \"datetime\": \"2025-04-14T21:00:00.000\"}, {\"close\": 84456.3, \"datetime\": \"2025-04-14T22:00:00.000\"}, {\"close\": 84553.9, \"datetime\": \"2025-04-14T23:00:00.000\"}, {\"close\": 84876.2, \"datetime\": \"2025-04-15T00:00:00.000\"}, {\"close\": 84947.1, \"datetime\": \"2025-04-15T01:00:00.000\"}, {\"close\": 85198.2, \"datetime\": \"2025-04-15T02:00:00.000\"}, {\"close\": 85351.9, \"datetime\": \"2025-04-15T03:00:00.000\"}, {\"close\": 85452.2, \"datetime\": \"2025-04-15T04:00:00.000\"}, {\"close\": 85502.5, \"datetime\": \"2025-04-15T05:00:00.000\"}, {\"close\": 85351.7, \"datetime\": \"2025-04-15T06:00:00.000\"}, {\"close\": 85691.3, \"datetime\": \"2025-04-15T07:00:00.000\"}, {\"close\": 85799.9, \"datetime\": \"2025-04-15T08:00:00.000\"}, {\"close\": 85954.9, \"datetime\": \"2025-04-15T09:00:00.000\"}, {\"close\": 85609.5, \"datetime\": \"2025-04-15T10:00:00.000\"}, {\"close\": 85549.3, \"datetime\": \"2025-04-15T11:00:00.000\"}, {\"close\": 85783.1, \"datetime\": \"2025-04-15T12:00:00.000\"}, {\"close\": 85537.2, \"datetime\": \"2025-04-15T13:00:00.000\"}, {\"close\": 85096.1, \"datetime\": \"2025-04-15T14:00:00.000\"}, {\"close\": 84871.9, \"datetime\": \"2025-04-15T15:00:00.000\"}, {\"close\": 84810.0, \"datetime\": \"2025-04-15T16:00:00.000\"}, {\"close\": 84430.0, \"datetime\": \"2025-04-15T17:00:00.000\"}, {\"close\": 84150.3, \"datetime\": \"2025-04-15T18:00:00.000\"}, {\"close\": 83954.6, \"datetime\": \"2025-04-15T19:00:00.000\"}, {\"close\": 83984.0, \"datetime\": \"2025-04-15T20:00:00.000\"}, {\"close\": 84137.1, \"datetime\": \"2025-04-15T21:00:00.000\"}, {\"close\": 83786.9, \"datetime\": \"2025-04-15T22:00:00.000\"}, {\"close\": 83608.7, \"datetime\": \"2025-04-15T23:00:00.000\"}, {\"close\": 83105.2, \"datetime\": \"2025-04-16T00:00:00.000\"}, {\"close\": 83590.1, \"datetime\": \"2025-04-16T01:00:00.000\"}, {\"close\": 83861.4, \"datetime\": \"2025-04-16T02:00:00.000\"}, {\"close\": 83654.0, \"datetime\": \"2025-04-16T03:00:00.000\"}, {\"close\": 83552.9, \"datetime\": \"2025-04-16T04:00:00.000\"}, {\"close\": 83326.3, \"datetime\": \"2025-04-16T05:00:00.000\"}, {\"close\": 83604.0, \"datetime\": \"2025-04-16T06:00:00.000\"}, {\"close\": 83325.0, \"datetime\": \"2025-04-16T07:00:00.000\"}, {\"close\": 83699.9, \"datetime\": \"2025-04-16T08:00:00.000\"}, {\"close\": 83550.9, \"datetime\": \"2025-04-16T09:00:00.000\"}, {\"close\": 83895.0, \"datetime\": \"2025-04-16T10:00:00.000\"}, {\"close\": 84008.5, \"datetime\": \"2025-04-16T11:00:00.000\"}, {\"close\": 83712.3, \"datetime\": \"2025-04-16T12:00:00.000\"}, {\"close\": 83686.0, \"datetime\": \"2025-04-16T13:00:00.000\"}, {\"close\": 84559.9, \"datetime\": \"2025-04-16T14:00:00.000\"}, {\"close\": 84810.7, \"datetime\": \"2025-04-16T15:00:00.000\"}, {\"close\": 85000.1, \"datetime\": \"2025-04-16T16:00:00.000\"}, {\"close\": 83237.5, \"datetime\": \"2025-04-16T17:00:00.000\"}, {\"close\": 83990.4, \"datetime\": \"2025-04-16T18:00:00.000\"}, {\"close\": 84286.0, \"datetime\": \"2025-04-16T19:00:00.000\"}, {\"close\": 84264.8, \"datetime\": \"2025-04-16T20:00:00.000\"}, {\"close\": 84516.9, \"datetime\": \"2025-04-16T21:00:00.000\"}, {\"close\": 84413.5, \"datetime\": \"2025-04-16T22:00:00.000\"}, {\"close\": 83990.0, \"datetime\": \"2025-04-16T23:00:00.000\"}, {\"close\": 84176.7, \"datetime\": \"2025-04-17T00:00:00.000\"}, {\"close\": 84299.4, \"datetime\": \"2025-04-17T01:00:00.000\"}, {\"close\": 84226.5, \"datetime\": \"2025-04-17T02:00:00.000\"}, {\"close\": 83953.3, \"datetime\": \"2025-04-17T03:00:00.000\"}, {\"close\": 84117.5, \"datetime\": \"2025-04-17T04:00:00.000\"}, {\"close\": 84352.3, \"datetime\": \"2025-04-17T05:00:00.000\"}, {\"close\": 84745.4, \"datetime\": \"2025-04-17T06:00:00.000\"}, {\"close\": 84629.0, \"datetime\": \"2025-04-17T07:00:00.000\"}, {\"close\": 84407.7, \"datetime\": \"2025-04-17T08:00:00.000\"}, {\"close\": 84434.3, \"datetime\": \"2025-04-17T09:00:00.000\"}, {\"close\": 84343.9, \"datetime\": \"2025-04-17T10:00:00.000\"}, {\"close\": 84531.8, \"datetime\": \"2025-04-17T11:00:00.000\"}, {\"close\": 84729.9, \"datetime\": \"2025-04-17T12:00:00.000\"}, {\"close\": 84436.7, \"datetime\": \"2025-04-17T13:00:00.000\"}, {\"close\": 84050.0, \"datetime\": \"2025-04-17T14:00:00.000\"}, {\"close\": 84495.5, \"datetime\": \"2025-04-17T15:00:00.000\"}, {\"close\": 84898.5, \"datetime\": \"2025-04-17T16:00:00.000\"}, {\"close\": 85067.9, \"datetime\": \"2025-04-17T17:00:00.000\"}, {\"close\": 84867.7, \"datetime\": \"2025-04-17T18:00:00.000\"}, {\"close\": 84797.5, \"datetime\": \"2025-04-17T19:00:00.000\"}, {\"close\": 85090.2, \"datetime\": \"2025-04-17T20:00:00.000\"}, {\"close\": 85015.8, \"datetime\": \"2025-04-17T21:00:00.000\"}, {\"close\": 84687.0, \"datetime\": \"2025-04-17T22:00:00.000\"}, {\"close\": 84915.0, \"datetime\": \"2025-04-17T23:00:00.000\"}, {\"close\": 84775.6, \"datetime\": \"2025-04-18T00:00:00.000\"}, {\"close\": 84890.4, \"datetime\": \"2025-04-18T01:00:00.000\"}, {\"close\": 84854.2, \"datetime\": \"2025-04-18T02:00:00.000\"}, {\"close\": 84790.3, \"datetime\": \"2025-04-18T03:00:00.000\"}, {\"close\": 84628.6, \"datetime\": \"2025-04-18T04:00:00.000\"}, {\"close\": 84707.5, \"datetime\": \"2025-04-18T05:00:00.000\"}, {\"close\": 84688.1, \"datetime\": \"2025-04-18T06:00:00.000\"}, {\"close\": 84622.9, \"datetime\": \"2025-04-18T07:00:00.000\"}, {\"close\": 84610.7, \"datetime\": \"2025-04-18T08:00:00.000\"}, {\"close\": 84514.2, \"datetime\": \"2025-04-18T09:00:00.000\"}, {\"close\": 84488.0, \"datetime\": \"2025-04-18T10:00:00.000\"}, {\"close\": 84629.4, \"datetime\": \"2025-04-18T11:00:00.000\"}, {\"close\": 84598.7, \"datetime\": \"2025-04-18T12:00:00.000\"}, {\"close\": 84526.2, \"datetime\": \"2025-04-18T13:00:00.000\"}, {\"close\": 84540.0, \"datetime\": \"2025-04-18T14:00:00.000\"}, {\"close\": 84332.3, \"datetime\": \"2025-04-18T15:00:00.000\"}, {\"close\": 84445.7, \"datetime\": \"2025-04-18T16:00:00.000\"}, {\"close\": 84530.2, \"datetime\": \"2025-04-18T17:00:00.000\"}, {\"close\": 84579.9, \"datetime\": \"2025-04-18T18:00:00.000\"}, {\"close\": 84529.1, \"datetime\": \"2025-04-18T19:00:00.000\"}, {\"close\": 84477.7, \"datetime\": \"2025-04-18T20:00:00.000\"}, {\"close\": 84591.4, \"datetime\": \"2025-04-18T21:00:00.000\"}, {\"close\": 84489.3, \"datetime\": \"2025-04-18T22:00:00.000\"}, {\"close\": 84421.0, \"datetime\": \"2025-04-18T23:00:00.000\"}, {\"close\": 84392.7, \"datetime\": \"2025-04-19T00:00:00.000\"}, {\"close\": 84501.6, \"datetime\": \"2025-04-19T01:00:00.000\"}, {\"close\": 84751.8, \"datetime\": \"2025-04-19T02:00:00.000\"}, {\"close\": 84845.3, \"datetime\": \"2025-04-19T03:00:00.000\"}, {\"close\": 84995.9, \"datetime\": \"2025-04-19T04:00:00.000\"}, {\"close\": 85046.5, \"datetime\": \"2025-04-19T05:00:00.000\"}, {\"close\": 84880.6, \"datetime\": \"2025-04-19T06:00:00.000\"}, {\"close\": 85174.5, \"datetime\": \"2025-04-19T07:00:00.000\"}, {\"close\": 85270.2, \"datetime\": \"2025-04-19T08:00:00.000\"}, {\"close\": 85292.5, \"datetime\": \"2025-04-19T09:00:00.000\"}, {\"close\": 85214.8, \"datetime\": \"2025-04-19T10:00:00.000\"}, {\"close\": 85179.3, \"datetime\": \"2025-04-19T11:00:00.000\"}, {\"close\": 85250.4, \"datetime\": \"2025-04-19T12:00:00.000\"}, {\"close\": 85433.6, \"datetime\": \"2025-04-19T13:00:00.000\"}, {\"close\": 85362.8, \"datetime\": \"2025-04-19T14:00:00.000\"}, {\"close\": 85146.3, \"datetime\": \"2025-04-19T15:00:00.000\"}, {\"close\": 84800.0, \"datetime\": \"2025-04-19T16:00:00.000\"}, {\"close\": 85189.8, \"datetime\": \"2025-04-19T17:00:00.000\"}, {\"close\": 85096.7, \"datetime\": \"2025-04-19T18:00:00.000\"}, {\"close\": 85054.3, \"datetime\": \"2025-04-19T19:00:00.000\"}, {\"close\": 85141.0, \"datetime\": \"2025-04-19T20:00:00.000\"}, {\"close\": 85301.1, \"datetime\": \"2025-04-19T21:00:00.000\"}, {\"close\": 85217.1, \"datetime\": \"2025-04-19T22:00:00.000\"}, {\"close\": 85046.9, \"datetime\": \"2025-04-19T23:00:00.000\"}, {\"close\": 85126.0, \"datetime\": \"2025-04-20T00:00:00.000\"}, {\"close\": 85267.6, \"datetime\": \"2025-04-20T01:00:00.000\"}, {\"close\": 85190.0, \"datetime\": \"2025-04-20T02:00:00.000\"}, {\"close\": 85116.6, \"datetime\": \"2025-04-20T03:00:00.000\"}, {\"close\": 85140.4, \"datetime\": \"2025-04-20T04:00:00.000\"}, {\"close\": 85040.8, \"datetime\": \"2025-04-20T05:00:00.000\"}, {\"close\": 84910.0, \"datetime\": \"2025-04-20T06:00:00.000\"}, {\"close\": 84736.5, \"datetime\": \"2025-04-20T07:00:00.000\"}, {\"close\": 84604.7, \"datetime\": \"2025-04-20T08:00:00.000\"}, {\"close\": 84500.0, \"datetime\": \"2025-04-20T09:00:00.000\"}, {\"close\": 84135.6, \"datetime\": \"2025-04-20T10:00:00.000\"}, {\"close\": 84084.6, \"datetime\": \"2025-04-20T11:00:00.000\"}, {\"close\": 84326.8, \"datetime\": \"2025-04-20T12:00:00.000\"}, {\"close\": 84266.2, \"datetime\": \"2025-04-20T13:00:00.000\"}, {\"close\": 84584.6, \"datetime\": \"2025-04-20T14:00:00.000\"}, {\"close\": 84304.5, \"datetime\": \"2025-04-20T15:00:00.000\"}, {\"close\": 84570.0, \"datetime\": \"2025-04-20T16:00:00.000\"}, {\"close\": 84540.0, \"datetime\": \"2025-04-20T17:00:00.000\"}, {\"close\": 84536.2, \"datetime\": \"2025-04-20T18:00:00.000\"}, {\"close\": 84608.8, \"datetime\": \"2025-04-20T19:00:00.000\"}, {\"close\": 85097.2, \"datetime\": \"2025-04-20T20:00:00.000\"}, {\"close\": 84967.9, \"datetime\": \"2025-04-20T21:00:00.000\"}, {\"close\": 84794.8, \"datetime\": \"2025-04-20T22:00:00.000\"}, {\"close\": 85138.8, \"datetime\": \"2025-04-20T23:00:00.000\"}, {\"close\": 86600.0, \"datetime\": \"2025-04-21T00:00:00.000\"}, {\"close\": 87248.9, \"datetime\": \"2025-04-21T01:00:00.000\"}, {\"close\": 87310.8, \"datetime\": \"2025-04-21T02:00:00.000\"}, {\"close\": 87166.6, \"datetime\": \"2025-04-21T03:00:00.000\"}, {\"close\": 87315.6, \"datetime\": \"2025-04-21T04:00:00.000\"}, {\"close\": 87505.0, \"datetime\": \"2025-04-21T05:00:00.000\"}, {\"close\": 87475.6, \"datetime\": \"2025-04-21T06:00:00.000\"}, {\"close\": 87400.6, \"datetime\": \"2025-04-21T07:00:00.000\"}, {\"close\": 87536.4, \"datetime\": \"2025-04-21T08:00:00.000\"}, {\"close\": 87473.4, \"datetime\": \"2025-04-21T09:00:00.000\"}, {\"close\": 87305.1, \"datetime\": \"2025-04-21T10:00:00.000\"}, {\"close\": 86936.4, \"datetime\": \"2025-04-21T11:00:00.000\"}, {\"close\": 87003.0, \"datetime\": \"2025-04-21T12:00:00.000\"}, {\"close\": 86993.4, \"datetime\": \"2025-04-21T13:00:00.000\"}, {\"close\": 88153.8, \"datetime\": \"2025-04-21T14:00:00.000\"}, {\"close\": 87997.4, \"datetime\": \"2025-04-21T15:00:00.000\"}, {\"close\": 87131.8, \"datetime\": \"2025-04-21T16:00:00.000\"}, {\"close\": 86812.6, \"datetime\": \"2025-04-21T17:00:00.000\"}, {\"close\": 86750.2, \"datetime\": \"2025-04-21T18:00:00.000\"}, {\"close\": 87369.1, \"datetime\": \"2025-04-21T19:00:00.000\"}, {\"close\": 87338.0, \"datetime\": \"2025-04-21T20:00:00.000\"}, {\"close\": 87234.9, \"datetime\": \"2025-04-21T21:00:00.000\"}, {\"close\": 87122.4, \"datetime\": \"2025-04-21T22:00:00.000\"}, {\"close\": 87466.0, \"datetime\": \"2025-04-21T23:00:00.000\"}, {\"close\": 87672.7, \"datetime\": \"2025-04-22T00:00:00.000\"}, {\"close\": 88350.1, \"datetime\": \"2025-04-22T01:00:00.000\"}, {\"close\": 88142.4, \"datetime\": \"2025-04-22T02:00:00.000\"}, {\"close\": 88111.0, \"datetime\": \"2025-04-22T03:00:00.000\"}, {\"close\": 88010.0, \"datetime\": \"2025-04-22T04:00:00.000\"}, {\"close\": 88347.6, \"datetime\": \"2025-04-22T05:00:00.000\"}, {\"close\": 88196.0, \"datetime\": \"2025-04-22T06:00:00.000\"}, {\"close\": 88434.9, \"datetime\": \"2025-04-22T07:00:00.000\"}, {\"close\": 88364.5, \"datetime\": \"2025-04-22T08:00:00.000\"}, {\"close\": 88531.9, \"datetime\": \"2025-04-22T09:00:00.000\"}, {\"close\": 88464.4, \"datetime\": \"2025-04-22T10:00:00.000\"}, {\"close\": 88572.7, \"datetime\": \"2025-04-22T11:00:00.000\"}, {\"close\": 88947.2, \"datetime\": \"2025-04-22T12:00:00.000\"}, {\"close\": 90180.6, \"datetime\": \"2025-04-22T13:00:00.000\"}, {\"close\": 90744.1, \"datetime\": \"2025-04-22T14:00:00.000\"}, {\"close\": 90881.2, \"datetime\": \"2025-04-22T15:00:00.000\"}, {\"close\": 90626.2, \"datetime\": \"2025-04-22T16:00:00.000\"}, {\"close\": 91343.6, \"datetime\": \"2025-04-22T17:00:00.000\"}, {\"close\": 91449.5, \"datetime\": \"2025-04-22T18:00:00.000\"}, {\"close\": 91356.4, \"datetime\": \"2025-04-22T19:00:00.000\"}, {\"close\": 91054.0, \"datetime\": \"2025-04-22T20:00:00.000\"}, {\"close\": 92974.3, \"datetime\": \"2025-04-22T21:00:00.000\"}, {\"close\": 92749.5, \"datetime\": \"2025-04-22T22:00:00.000\"}, {\"close\": 93404.9, \"datetime\": \"2025-04-22T23:00:00.000\"}, {\"close\": 92858.2, \"datetime\": \"2025-04-23T00:00:00.000\"}, {\"close\": 92603.8, \"datetime\": \"2025-04-23T01:00:00.000\"}, {\"close\": 92830.0, \"datetime\": \"2025-04-23T02:00:00.000\"}, {\"close\": 93126.0, \"datetime\": \"2025-04-23T03:00:00.000\"}, {\"close\": 93606.1, \"datetime\": \"2025-04-23T04:00:00.000\"}, {\"close\": 93441.6, \"datetime\": \"2025-04-23T05:00:00.000\"}, {\"close\": 93582.5, \"datetime\": \"2025-04-23T06:00:00.000\"}, {\"close\": 94102.5, \"datetime\": \"2025-04-23T07:00:00.000\"}, {\"close\": 94228.6, \"datetime\": \"2025-04-23T08:00:00.000\"}, {\"close\": 93850.1, \"datetime\": \"2025-04-23T09:00:00.000\"}, {\"close\": 93682.6, \"datetime\": \"2025-04-23T10:00:00.000\"}, {\"close\": 93425.2, \"datetime\": \"2025-04-23T11:00:00.000\"}, {\"close\": 93695.7, \"datetime\": \"2025-04-23T12:00:00.000\"}, {\"close\": 92992.0, \"datetime\": \"2025-04-23T13:00:00.000\"}, {\"close\": 92892.4, \"datetime\": \"2025-04-23T14:00:00.000\"}, {\"close\": 93140.3, \"datetime\": \"2025-04-23T15:00:00.000\"}, {\"close\": 93586.0, \"datetime\": \"2025-04-23T16:00:00.000\"}, {\"close\": 93843.9, \"datetime\": \"2025-04-23T17:00:00.000\"}, {\"close\": 93562.1, \"datetime\": \"2025-04-23T18:00:00.000\"}, {\"close\": 93436.3, \"datetime\": \"2025-04-23T19:00:00.000\"}, {\"close\": 93582.8, \"datetime\": \"2025-04-23T20:00:00.000\"}, {\"close\": 93440.5, \"datetime\": \"2025-04-23T21:00:00.000\"}, {\"close\": 93746.4, \"datetime\": \"2025-04-23T22:00:00.000\"}, {\"close\": 93632.1, \"datetime\": \"2025-04-23T23:00:00.000\"}, {\"close\": 93312.3, \"datetime\": \"2025-04-24T00:00:00.000\"}, {\"close\": 93447.3, \"datetime\": \"2025-04-24T01:00:00.000\"}, {\"close\": 93053.1, \"datetime\": \"2025-04-24T02:00:00.000\"}, {\"close\": 92632.9, \"datetime\": \"2025-04-24T03:00:00.000\"}, {\"close\": 92706.2, \"datetime\": \"2025-04-24T04:00:00.000\"}, {\"close\": 92544.7, \"datetime\": \"2025-04-24T05:00:00.000\"}, {\"close\": 92353.8, \"datetime\": \"2025-04-24T06:00:00.000\"}, {\"close\": 92166.0, \"datetime\": \"2025-04-24T07:00:00.000\"}, {\"close\": 91985.5, \"datetime\": \"2025-04-24T08:00:00.000\"}, {\"close\": 92427.3, \"datetime\": \"2025-04-24T09:00:00.000\"}, {\"close\": 92507.1, \"datetime\": \"2025-04-24T10:00:00.000\"}, {\"close\": 92575.1, \"datetime\": \"2025-04-24T11:00:00.000\"}, {\"close\": 92723.3, \"datetime\": \"2025-04-24T12:00:00.000\"}, {\"close\": 92768.4, \"datetime\": \"2025-04-24T13:00:00.000\"}, {\"close\": 93055.8, \"datetime\": \"2025-04-24T14:00:00.000\"}, {\"close\": 93144.8, \"datetime\": \"2025-04-24T15:00:00.000\"}, {\"close\": 93289.6, \"datetime\": \"2025-04-24T16:00:00.000\"}, {\"close\": 92956.5, \"datetime\": \"2025-04-24T17:00:00.000\"}, {\"close\": 93326.7, \"datetime\": \"2025-04-24T18:00:00.000\"}, {\"close\": 93497.5, \"datetime\": \"2025-04-24T19:00:00.000\"}, {\"close\": 93343.9, \"datetime\": \"2025-04-24T20:00:00.000\"}, {\"close\": 93305.1, \"datetime\": \"2025-04-24T21:00:00.000\"}, {\"close\": 93387.8, \"datetime\": \"2025-04-24T22:00:00.000\"}, {\"close\": 93931.6, \"datetime\": \"2025-04-24T23:00:00.000\"}, {\"close\": 93839.8, \"datetime\": \"2025-04-25T00:00:00.000\"}, {\"close\": 93609.7, \"datetime\": \"2025-04-25T01:00:00.000\"}, {\"close\": 92941.8, \"datetime\": \"2025-04-25T02:00:00.000\"}, {\"close\": 93262.9, \"datetime\": \"2025-04-25T03:00:00.000\"}, {\"close\": 93004.9, \"datetime\": \"2025-04-25T04:00:00.000\"}, {\"close\": 93160.0, \"datetime\": \"2025-04-25T05:00:00.000\"}, {\"close\": 93490.9, \"datetime\": \"2025-04-25T06:00:00.000\"}, {\"close\": 93734.0, \"datetime\": \"2025-04-25T07:00:00.000\"}, {\"close\": 93641.3, \"datetime\": \"2025-04-25T08:00:00.000\"}, {\"close\": 93780.0, \"datetime\": \"2025-04-25T09:00:00.000\"}, {\"close\": 93597.7, \"datetime\": \"2025-04-25T10:00:00.000\"}, {\"close\": 94602.3, \"datetime\": \"2025-04-25T11:00:00.000\"}, {\"close\": 94369.0, \"datetime\": \"2025-04-25T12:00:00.000\"}, {\"close\": 94343.6, \"datetime\": \"2025-04-25T13:00:00.000\"}, {\"close\": 95338.4, \"datetime\": \"2025-04-25T14:00:00.000\"}, {\"close\": 94999.8, \"datetime\": \"2025-04-25T15:00:00.000\"}, {\"close\": 95163.7, \"datetime\": \"2025-04-25T16:00:00.000\"}, {\"close\": 94465.7, \"datetime\": \"2025-04-25T17:00:00.000\"}, {\"close\": 94914.9, \"datetime\": \"2025-04-25T18:00:00.000\"}, {\"close\": 95229.2, \"datetime\": \"2025-04-25T19:00:00.000\"}, {\"close\": 94812.3, \"datetime\": \"2025-04-25T20:00:00.000\"}, {\"close\": 94550.0, \"datetime\": \"2025-04-25T21:00:00.000\"}, {\"close\": 94790.7, \"datetime\": \"2025-04-25T22:00:00.000\"}, {\"close\": 94591.8, \"datetime\": \"2025-04-25T23:00:00.000\"}, {\"close\": 94848.2, \"datetime\": \"2025-04-26T00:00:00.000\"}, {\"close\": 94962.4, \"datetime\": \"2025-04-26T01:00:00.000\"}, {\"close\": 94935.4, \"datetime\": \"2025-04-26T02:00:00.000\"}, {\"close\": 94685.0, \"datetime\": \"2025-04-26T03:00:00.000\"}, {\"close\": 94481.7, \"datetime\": \"2025-04-26T04:00:00.000\"}, {\"close\": 94571.0, \"datetime\": \"2025-04-26T05:00:00.000\"}, {\"close\": 94588.5, \"datetime\": \"2025-04-26T06:00:00.000\"}, {\"close\": 94520.1, \"datetime\": \"2025-04-26T07:00:00.000\"}, {\"close\": 94271.2, \"datetime\": \"2025-04-26T08:00:00.000\"}, {\"close\": 94228.0, \"datetime\": \"2025-04-26T09:00:00.000\"}, {\"close\": 94167.4, \"datetime\": \"2025-04-26T10:00:00.000\"}, {\"close\": 94095.6, \"datetime\": \"2025-04-26T11:00:00.000\"}, {\"close\": 94200.1, \"datetime\": \"2025-04-26T12:00:00.000\"}, {\"close\": 94107.4, \"datetime\": \"2025-04-26T13:00:00.000\"}, {\"close\": 94200.0, \"datetime\": \"2025-04-26T14:00:00.000\"}, {\"close\": 94325.0, \"datetime\": \"2025-04-26T15:00:00.000\"}, {\"close\": 94252.4, \"datetime\": \"2025-04-26T16:00:00.000\"}, {\"close\": 94278.8, \"datetime\": \"2025-04-26T17:00:00.000\"}, {\"close\": 94107.4, \"datetime\": \"2025-04-26T18:00:00.000\"}, {\"close\": 94261.0, \"datetime\": \"2025-04-26T19:00:00.000\"}, {\"close\": 94043.1, \"datetime\": \"2025-04-26T20:00:00.000\"}, {\"close\": 94311.6, \"datetime\": \"2025-04-26T21:00:00.000\"}, {\"close\": 94733.7, \"datetime\": \"2025-04-26T22:00:00.000\"}, {\"close\": 94575.7, \"datetime\": \"2025-04-26T23:00:00.000\"}, {\"close\": 94825.2, \"datetime\": \"2025-04-27T00:00:00.000\"}, {\"close\": 94072.1, \"datetime\": \"2025-04-27T01:00:00.000\"}, {\"close\": 94290.0, \"datetime\": \"2025-04-27T02:00:00.000\"}, {\"close\": 94121.7, \"datetime\": \"2025-04-27T03:00:00.000\"}, {\"close\": 93967.8, \"datetime\": \"2025-04-27T04:00:00.000\"}, {\"close\": 93869.9, \"datetime\": \"2025-04-27T05:00:00.000\"}, {\"close\": 93979.9, \"datetime\": \"2025-04-27T06:00:00.000\"}, {\"close\": 94027.6, \"datetime\": \"2025-04-27T07:00:00.000\"}, {\"close\": 94165.2, \"datetime\": \"2025-04-27T08:00:00.000\"}, {\"close\": 94113.3, \"datetime\": \"2025-04-27T09:00:00.000\"}, {\"close\": 94009.5, \"datetime\": \"2025-04-27T10:00:00.000\"}, {\"close\": 93871.1, \"datetime\": \"2025-04-27T11:00:00.000\"}, {\"close\": 93696.2, \"datetime\": \"2025-04-27T12:00:00.000\"}, {\"close\": 94012.4, \"datetime\": \"2025-04-27T13:00:00.000\"}, {\"close\": 93937.8, \"datetime\": \"2025-04-27T14:00:00.000\"}, {\"close\": 93857.7, \"datetime\": \"2025-04-27T15:00:00.000\"}, {\"close\": 93834.2, \"datetime\": \"2025-04-27T16:00:00.000\"}, {\"close\": 94000.0, \"datetime\": \"2025-04-27T17:00:00.000\"}, {\"close\": 94250.6, \"datetime\": \"2025-04-27T18:00:00.000\"}, {\"close\": 94388.9, \"datetime\": \"2025-04-27T19:00:00.000\"}, {\"close\": 94211.4, \"datetime\": \"2025-04-27T20:00:00.000\"}, {\"close\": 94289.3, \"datetime\": \"2025-04-27T21:00:00.000\"}, {\"close\": 93890.6, \"datetime\": \"2025-04-27T22:00:00.000\"}, {\"close\": 93697.1, \"datetime\": \"2025-04-27T23:00:00.000\"}, {\"close\": 93373.6, \"datetime\": \"2025-04-28T00:00:00.000\"}, {\"close\": 92898.2, \"datetime\": \"2025-04-28T01:00:00.000\"}, {\"close\": 93563.4, \"datetime\": \"2025-04-28T02:00:00.000\"}, {\"close\": 93799.9, \"datetime\": \"2025-04-28T03:00:00.000\"}, {\"close\": 93981.9, \"datetime\": \"2025-04-28T04:00:00.000\"}, {\"close\": 94183.2, \"datetime\": \"2025-04-28T05:00:00.000\"}, {\"close\": 94539.8, \"datetime\": \"2025-04-28T06:00:00.000\"}, {\"close\": 94641.6, \"datetime\": \"2025-04-28T07:00:00.000\"}, {\"close\": 94661.8, \"datetime\": \"2025-04-28T08:00:00.000\"}, {\"close\": 94687.9, \"datetime\": \"2025-04-28T09:00:00.000\"}, {\"close\": 95024.0, \"datetime\": \"2025-04-28T10:00:00.000\"}, {\"close\": 95276.1, \"datetime\": \"2025-04-28T11:00:00.000\"}, {\"close\": 95280.7, \"datetime\": \"2025-04-28T12:00:00.000\"}, {\"close\": 93915.4, \"datetime\": \"2025-04-28T13:00:00.000\"}, {\"close\": 94367.9, \"datetime\": \"2025-04-28T14:00:00.000\"}, {\"close\": 93772.8, \"datetime\": \"2025-04-28T15:00:00.000\"}, {\"close\": 93677.5, \"datetime\": \"2025-04-28T16:00:00.000\"}, {\"close\": 94037.9, \"datetime\": \"2025-04-28T17:00:00.000\"}, {\"close\": 94128.8, \"datetime\": \"2025-04-28T18:00:00.000\"}, {\"close\": 94740.9, \"datetime\": \"2025-04-28T19:00:00.000\"}, {\"close\": 94419.8, \"datetime\": \"2025-04-28T20:00:00.000\"}, {\"close\": 94498.8, \"datetime\": \"2025-04-28T21:00:00.000\"}, {\"close\": 94775.6, \"datetime\": \"2025-04-28T22:00:00.000\"}, {\"close\": 94969.0, \"datetime\": \"2025-04-28T23:00:00.000\"}, {\"close\": 95012.4, \"datetime\": \"2025-04-29T00:00:00.000\"}, {\"close\": 94804.6, \"datetime\": \"2025-04-29T01:00:00.000\"}, {\"close\": 94568.3, \"datetime\": \"2025-04-29T02:00:00.000\"}, {\"close\": 94599.9, \"datetime\": \"2025-04-29T03:00:00.000\"}, {\"close\": 94310.4, \"datetime\": \"2025-04-29T04:00:00.000\"}, {\"close\": 94238.3, \"datetime\": \"2025-04-29T05:00:00.000\"}, {\"close\": 94733.0, \"datetime\": \"2025-04-29T06:00:00.000\"}, {\"close\": 94878.0, \"datetime\": \"2025-04-29T07:00:00.000\"}, {\"close\": 94983.2, \"datetime\": \"2025-04-29T08:00:00.000\"}, {\"close\": 94939.9, \"datetime\": \"2025-04-29T09:00:00.000\"}, {\"close\": 94768.7, \"datetime\": \"2025-04-29T10:00:00.000\"}, {\"close\": 95086.9, \"datetime\": \"2025-04-29T11:00:00.000\"}, {\"close\": 94769.9, \"datetime\": \"2025-04-29T12:00:00.000\"}, {\"close\": 94747.5, \"datetime\": \"2025-04-29T13:00:00.000\"}, {\"close\": 94994.8, \"datetime\": \"2025-04-29T14:00:00.000\"}, {\"close\": 94790.7, \"datetime\": \"2025-04-29T15:00:00.000\"}, {\"close\": 94905.3, \"datetime\": \"2025-04-29T16:00:00.000\"}, {\"close\": 95199.1, \"datetime\": \"2025-04-29T17:00:00.000\"}, {\"close\": 95346.0, \"datetime\": \"2025-04-29T18:00:00.000\"}, {\"close\": 95250.5, \"datetime\": \"2025-04-29T19:00:00.000\"}, {\"close\": 94782.8, \"datetime\": \"2025-04-29T20:00:00.000\"}, {\"close\": 94683.3, \"datetime\": \"2025-04-29T21:00:00.000\"}, {\"close\": 94106.1, \"datetime\": \"2025-04-29T22:00:00.000\"}, {\"close\": 94200.1, \"datetime\": \"2025-04-29T23:00:00.000\"}, {\"close\": 94498.1, \"datetime\": \"2025-04-30T00:00:00.000\"}, {\"close\": 94485.6, \"datetime\": \"2025-04-30T01:00:00.000\"}, {\"close\": 94599.9, \"datetime\": \"2025-04-30T02:00:00.000\"}, {\"close\": 94989.3, \"datetime\": \"2025-04-30T03:00:00.000\"}, {\"close\": 95019.9, \"datetime\": \"2025-04-30T04:00:00.000\"}, {\"close\": 94855.8, \"datetime\": \"2025-04-30T05:00:00.000\"}, {\"close\": 94712.6, \"datetime\": \"2025-04-30T06:00:00.000\"}, {\"close\": 94577.6, \"datetime\": \"2025-04-30T07:00:00.000\"}, {\"close\": 94660.0, \"datetime\": \"2025-04-30T08:00:00.000\"}, {\"close\": 94923.6, \"datetime\": \"2025-04-30T09:00:00.000\"}, {\"close\": 94901.9, \"datetime\": \"2025-04-30T10:00:00.000\"}, {\"close\": 95126.5, \"datetime\": \"2025-04-30T11:00:00.000\"}, {\"close\": 94499.1, \"datetime\": \"2025-04-30T12:00:00.000\"}, {\"close\": 92978.1, \"datetime\": \"2025-04-30T13:00:00.000\"}, {\"close\": 93673.4, \"datetime\": \"2025-04-30T14:00:00.000\"}, {\"close\": 93948.4, \"datetime\": \"2025-04-30T15:00:00.000\"}, {\"close\": 93900.0, \"datetime\": \"2025-04-30T16:00:00.000\"}, {\"close\": 94059.9, \"datetime\": \"2025-04-30T17:00:00.000\"}, {\"close\": 94043.8, \"datetime\": \"2025-04-30T18:00:00.000\"}, {\"close\": 94118.2, \"datetime\": \"2025-04-30T19:00:00.000\"}, {\"close\": 94515.9, \"datetime\": \"2025-04-30T20:00:00.000\"}, {\"close\": 94383.0, \"datetime\": \"2025-04-30T21:00:00.000\"}, {\"close\": 94075.9, \"datetime\": \"2025-04-30T22:00:00.000\"}, {\"close\": 94125.1, \"datetime\": \"2025-04-30T23:00:00.000\"}, {\"close\": 94358.9, \"datetime\": \"2025-05-01T00:00:00.000\"}, {\"close\": 94598.7, \"datetime\": \"2025-05-01T01:00:00.000\"}, {\"close\": 94799.9, \"datetime\": \"2025-05-01T02:00:00.000\"}, {\"close\": 94737.5, \"datetime\": \"2025-05-01T03:00:00.000\"}, {\"close\": 94825.2, \"datetime\": \"2025-05-01T04:00:00.000\"}, {\"close\": 95104.1, \"datetime\": \"2025-05-01T05:00:00.000\"}, {\"close\": 94849.4, \"datetime\": \"2025-05-01T06:00:00.000\"}, {\"close\": 94978.6, \"datetime\": \"2025-05-01T07:00:00.000\"}, {\"close\": 95163.0, \"datetime\": \"2025-05-01T08:00:00.000\"}, {\"close\": 95478.3, \"datetime\": \"2025-05-01T09:00:00.000\"}, {\"close\": 96118.0, \"datetime\": \"2025-05-01T10:00:00.000\"}, {\"close\": 96129.9, \"datetime\": \"2025-05-01T11:00:00.000\"}, {\"close\": 96321.1, \"datetime\": \"2025-05-01T12:00:00.000\"}, {\"close\": 95745.1, \"datetime\": \"2025-05-01T13:00:00.000\"}, {\"close\": 96768.2, \"datetime\": \"2025-05-01T14:00:00.000\"}, {\"close\": 96793.9, \"datetime\": \"2025-05-01T15:00:00.000\"}, {\"close\": 96954.3, \"datetime\": \"2025-05-01T16:00:00.000\"}, {\"close\": 96746.5, \"datetime\": \"2025-05-01T17:00:00.000\"}, {\"close\": 96812.1, \"datetime\": \"2025-05-01T18:00:00.000\"}, {\"close\": 96459.1, \"datetime\": \"2025-05-01T19:00:00.000\"}, {\"close\": 96344.6, \"datetime\": \"2025-05-01T20:00:00.000\"}, {\"close\": 96409.1, \"datetime\": \"2025-05-01T21:00:00.000\"}, {\"close\": 96329.0, \"datetime\": \"2025-05-01T22:00:00.000\"}, {\"close\": 96423.3, \"datetime\": \"2025-05-01T23:00:00.000\"}, {\"close\": 96973.9, \"datetime\": \"2025-05-02T00:00:00.000\"}, {\"close\": 96910.1, \"datetime\": \"2025-05-02T01:00:00.000\"}, {\"close\": 96901.4, \"datetime\": \"2025-05-02T02:00:00.000\"}, {\"close\": 97054.9, \"datetime\": \"2025-05-02T03:00:00.000\"}, {\"close\": 96894.8, \"datetime\": \"2025-05-02T04:00:00.000\"}, {\"close\": 96650.0, \"datetime\": \"2025-05-02T05:00:00.000\"}, {\"close\": 96658.0, \"datetime\": \"2025-05-02T06:00:00.000\"}, {\"close\": 96302.0, \"datetime\": \"2025-05-02T07:00:00.000\"}, {\"close\": 96581.2, \"datetime\": \"2025-05-02T08:00:00.000\"}, {\"close\": 96549.9, \"datetime\": \"2025-05-02T09:00:00.000\"}, {\"close\": 96844.9, \"datetime\": \"2025-05-02T10:00:00.000\"}, {\"close\": 96875.7, \"datetime\": \"2025-05-02T11:00:00.000\"}, {\"close\": 97134.1, \"datetime\": \"2025-05-02T12:00:00.000\"}, {\"close\": 96709.6, \"datetime\": \"2025-05-02T13:00:00.000\"}, {\"close\": 97690.1, \"datetime\": \"2025-05-02T14:00:00.000\"}, {\"close\": 97270.1, \"datetime\": \"2025-05-02T15:00:00.000\"}, {\"close\": 97300.7, \"datetime\": \"2025-05-02T16:00:00.000\"}, {\"close\": 97340.9, \"datetime\": \"2025-05-02T17:00:00.000\"}, {\"close\": 97124.9, \"datetime\": \"2025-05-02T18:00:00.000\"}, {\"close\": 96856.8, \"datetime\": \"2025-05-02T19:00:00.000\"}, {\"close\": 96962.8, \"datetime\": \"2025-05-02T20:00:00.000\"}, {\"close\": 96666.0, \"datetime\": \"2025-05-02T21:00:00.000\"}, {\"close\": 96607.6, \"datetime\": \"2025-05-02T22:00:00.000\"}, {\"close\": 96831.2, \"datetime\": \"2025-05-02T23:00:00.000\"}, {\"close\": 96657.1, \"datetime\": \"2025-05-03T00:00:00.000\"}, {\"close\": 96457.7, \"datetime\": \"2025-05-03T01:00:00.000\"}, {\"close\": 96482.3, \"datetime\": \"2025-05-03T02:00:00.000\"}, {\"close\": 96292.1, \"datetime\": \"2025-05-03T03:00:00.000\"}, {\"close\": 96470.4, \"datetime\": \"2025-05-03T04:00:00.000\"}, {\"close\": 96379.1, \"datetime\": \"2025-05-03T05:00:00.000\"}, {\"close\": 96135.8, \"datetime\": \"2025-05-03T06:00:00.000\"}, {\"close\": 96290.8, \"datetime\": \"2025-05-03T07:00:00.000\"}, {\"close\": 96244.2, \"datetime\": \"2025-05-03T08:00:00.000\"}, {\"close\": 96209.0, \"datetime\": \"2025-05-03T09:00:00.000\"}, {\"close\": 95853.7, \"datetime\": \"2025-05-03T10:00:00.000\"}, {\"close\": 95895.6, \"datetime\": \"2025-05-03T11:00:00.000\"}, {\"close\": 96074.1, \"datetime\": \"2025-05-03T12:00:00.000\"}, {\"close\": 96287.9, \"datetime\": \"2025-05-03T13:00:00.000\"}, {\"close\": 96314.7, \"datetime\": \"2025-05-03T14:00:00.000\"}, {\"close\": 96358.7, \"datetime\": \"2025-05-03T15:00:00.000\"}, {\"close\": 96150.0, \"datetime\": \"2025-05-03T16:00:00.000\"}, {\"close\": 96145.0, \"datetime\": \"2025-05-03T17:00:00.000\"}, {\"close\": 96103.6, \"datetime\": \"2025-05-03T18:00:00.000\"}, {\"close\": 96312.0, \"datetime\": \"2025-05-03T19:00:00.000\"}, {\"close\": 96302.2, \"datetime\": \"2025-05-03T20:00:00.000\"}, {\"close\": 96225.9, \"datetime\": \"2025-05-03T21:00:00.000\"}, {\"close\": 96128.8, \"datetime\": \"2025-05-03T22:00:00.000\"}, {\"close\": 95803.3, \"datetime\": \"2025-05-03T23:00:00.000\"}, {\"close\": 95819.0, \"datetime\": \"2025-05-04T00:00:00.000\"}, {\"close\": 96055.4, \"datetime\": \"2025-05-04T01:00:00.000\"}, {\"close\": 95834.4, \"datetime\": \"2025-05-04T02:00:00.000\"}, {\"close\": 95680.0, \"datetime\": \"2025-05-04T03:00:00.000\"}, {\"close\": 95680.1, \"datetime\": \"2025-05-04T04:00:00.000\"}, {\"close\": 95999.5, \"datetime\": \"2025-05-04T05:00:00.000\"}, {\"close\": 95869.9, \"datetime\": \"2025-05-04T06:00:00.000\"}, {\"close\": 95842.1, \"datetime\": \"2025-05-04T07:00:00.000\"}, {\"close\": 95598.5, \"datetime\": \"2025-05-04T08:00:00.000\"}, {\"close\": 95440.0, \"datetime\": \"2025-05-04T09:00:00.000\"}, {\"close\": 95355.5, \"datetime\": \"2025-05-04T10:00:00.000\"}, {\"close\": 95376.0, \"datetime\": \"2025-05-04T11:00:00.000\"}, {\"close\": 95430.0, \"datetime\": \"2025-05-04T12:00:00.000\"}, {\"close\": 95332.0, \"datetime\": \"2025-05-04T13:00:00.000\"}, {\"close\": 95562.6, \"datetime\": \"2025-05-04T14:00:00.000\"}, {\"close\": 95421.1, \"datetime\": \"2025-05-04T15:00:00.000\"}, {\"close\": 95300.8, \"datetime\": \"2025-05-04T16:00:00.000\"}, {\"close\": 95367.4, \"datetime\": \"2025-05-04T17:00:00.000\"}, {\"close\": 95332.4, \"datetime\": \"2025-05-04T18:00:00.000\"}, {\"close\": 95533.9, \"datetime\": \"2025-05-04T19:00:00.000\"}, {\"close\": 95676.9, \"datetime\": \"2025-05-04T20:00:00.000\"}, {\"close\": 95622.5, \"datetime\": \"2025-05-04T21:00:00.000\"}, {\"close\": 94960.9, \"datetime\": \"2025-05-04T22:00:00.000\"}, {\"close\": 94230.2, \"datetime\": \"2025-05-04T23:00:00.000\"}, {\"close\": 94660.0, \"datetime\": \"2025-05-05T00:00:00.000\"}, {\"close\": 93880.0, \"datetime\": \"2025-05-05T01:00:00.000\"}, {\"close\": 94199.9, \"datetime\": \"2025-05-05T02:00:00.000\"}, {\"close\": 94001.1, \"datetime\": \"2025-05-05T03:00:00.000\"}, {\"close\": 94375.1, \"datetime\": \"2025-05-05T04:00:00.000\"}, {\"close\": 94697.4, \"datetime\": \"2025-05-05T05:00:00.000\"}, {\"close\": 94724.2, \"datetime\": \"2025-05-05T06:00:00.000\"}, {\"close\": 94696.4, \"datetime\": \"2025-05-05T07:00:00.000\"}, {\"close\": 94509.9, \"datetime\": \"2025-05-05T08:00:00.000\"}, {\"close\": 94510.7, \"datetime\": \"2025-05-05T09:00:00.000\"}, {\"close\": 94067.5, \"datetime\": \"2025-05-05T10:00:00.000\"}, {\"close\": 93986.0, \"datetime\": \"2025-05-05T11:00:00.000\"}, {\"close\": 94279.3, \"datetime\": \"2025-05-05T12:00:00.000\"}, {\"close\": 94192.2, \"datetime\": \"2025-05-05T13:00:00.000\"}, {\"close\": 93839.8, \"datetime\": \"2025-05-05T14:00:00.000\"}, {\"close\": 93726.0, \"datetime\": \"2025-05-05T15:00:00.000\"}, {\"close\": 94163.9, \"datetime\": \"2025-05-05T16:00:00.000\"}, {\"close\": 94458.5, \"datetime\": \"2025-05-05T17:00:00.000\"}, {\"close\": 94675.7, \"datetime\": \"2025-05-05T18:00:00.000\"}, {\"close\": 94295.5, \"datetime\": \"2025-05-05T19:00:00.000\"}, {\"close\": 94198.4, \"datetime\": \"2025-05-05T20:00:00.000\"}, {\"close\": 94673.5, \"datetime\": \"2025-05-05T21:00:00.000\"}, {\"close\": 95010.5, \"datetime\": \"2025-05-05T22:00:00.000\"}, {\"close\": 94696.7, \"datetime\": \"2025-05-05T23:00:00.000\"}, {\"close\": 94558.5, \"datetime\": \"2025-05-06T00:00:00.000\"}, {\"close\": 94254.7, \"datetime\": \"2025-05-06T01:00:00.000\"}, {\"close\": 94291.3, \"datetime\": \"2025-05-06T02:00:00.000\"}, {\"close\": 94418.3, \"datetime\": \"2025-05-06T03:00:00.000\"}, {\"close\": 94540.7, \"datetime\": \"2025-05-06T04:00:00.000\"}, {\"close\": 94300.0, \"datetime\": \"2025-05-06T05:00:00.000\"}, {\"close\": 94464.0, \"datetime\": \"2025-05-06T06:00:00.000\"}, {\"close\": 94350.0, \"datetime\": \"2025-05-06T07:00:00.000\"}, {\"close\": 94341.7, \"datetime\": \"2025-05-06T08:00:00.000\"}, {\"close\": 94179.6, \"datetime\": \"2025-05-06T09:00:00.000\"}, {\"close\": 93896.1, \"datetime\": \"2025-05-06T10:00:00.000\"}, {\"close\": 93770.3, \"datetime\": \"2025-05-06T11:00:00.000\"}, {\"close\": 93898.2, \"datetime\": \"2025-05-06T12:00:00.000\"}, {\"close\": 93565.4, \"datetime\": \"2025-05-06T13:00:00.000\"}, {\"close\": 94098.4, \"datetime\": \"2025-05-06T14:00:00.000\"}, {\"close\": 94513.2, \"datetime\": \"2025-05-06T15:00:00.000\"}, {\"close\": 94186.3, \"datetime\": \"2025-05-06T16:00:00.000\"}, {\"close\": 94470.8, \"datetime\": \"2025-05-06T17:00:00.000\"}, {\"close\": 95027.6, \"datetime\": \"2025-05-06T18:00:00.000\"}, {\"close\": 94910.8, \"datetime\": \"2025-05-06T19:00:00.000\"}, {\"close\": 94625.3, \"datetime\": \"2025-05-06T20:00:00.000\"}, {\"close\": 94637.9, \"datetime\": \"2025-05-06T21:00:00.000\"}, {\"close\": 96206.2, \"datetime\": \"2025-05-06T22:00:00.000\"}, {\"close\": 96798.9, \"datetime\": \"2025-05-06T23:00:00.000\"}, {\"close\": 97379.6, \"datetime\": \"2025-05-07T00:00:00.000\"}, {\"close\": 97208.6, \"datetime\": \"2025-05-07T01:00:00.000\"}, {\"close\": 96582.3, \"datetime\": \"2025-05-07T02:00:00.000\"}, {\"close\": 96453.8, \"datetime\": \"2025-05-07T03:00:00.000\"}, {\"close\": 96527.6, \"datetime\": \"2025-05-07T04:00:00.000\"}, {\"close\": 96334.2, \"datetime\": \"2025-05-07T05:00:00.000\"}, {\"close\": 96512.9, \"datetime\": \"2025-05-07T06:00:00.000\"}, {\"close\": 96940.0, \"datetime\": \"2025-05-07T07:00:00.000\"}, {\"close\": 96972.2, \"datetime\": \"2025-05-07T08:00:00.000\"}, {\"close\": 96936.6, \"datetime\": \"2025-05-07T09:00:00.000\"}, {\"close\": 96979.9, \"datetime\": \"2025-05-07T10:00:00.000\"}, {\"close\": 97000.0, \"datetime\": \"2025-05-07T11:00:00.000\"}, {\"close\": 96920.9, \"datetime\": \"2025-05-07T12:00:00.000\"}, {\"close\": 96967.7, \"datetime\": \"2025-05-07T13:00:00.000\"}, {\"close\": 96884.7, \"datetime\": \"2025-05-07T14:00:00.000\"}, {\"close\": 96889.0, \"datetime\": \"2025-05-07T15:00:00.000\"}, {\"close\": 96800.9, \"datetime\": \"2025-05-07T16:00:00.000\"}, {\"close\": 96277.4, \"datetime\": \"2025-05-07T17:00:00.000\"}, {\"close\": 96548.7, \"datetime\": \"2025-05-07T18:00:00.000\"}, {\"close\": 96124.6, \"datetime\": \"2025-05-07T19:00:00.000\"}, {\"close\": 96723.8, \"datetime\": \"2025-05-07T20:00:00.000\"}, {\"close\": 97084.9, \"datetime\": \"2025-05-07T21:00:00.000\"}, {\"close\": 97225.0, \"datetime\": \"2025-05-07T22:00:00.000\"}, {\"close\": 96988.4, \"datetime\": \"2025-05-07T23:00:00.000\"}, {\"close\": 97725.1, \"datetime\": \"2025-05-08T00:00:00.000\"}, {\"close\": 97769.2, \"datetime\": \"2025-05-08T01:00:00.000\"}, {\"close\": 98625.8, \"datetime\": \"2025-05-08T02:00:00.000\"}, {\"close\": 99097.9, \"datetime\": \"2025-05-08T03:00:00.000\"}, {\"close\": 98905.3, \"datetime\": \"2025-05-08T04:00:00.000\"}, {\"close\": 98700.0, \"datetime\": \"2025-05-08T05:00:00.000\"}, {\"close\": 98980.5, \"datetime\": \"2025-05-08T06:00:00.000\"}, {\"close\": 99212.0, \"datetime\": \"2025-05-08T07:00:00.000\"}, {\"close\": 99615.0, \"datetime\": \"2025-05-08T08:00:00.000\"}, {\"close\": 99741.1, \"datetime\": \"2025-05-08T09:00:00.000\"}, {\"close\": 99729.9, \"datetime\": \"2025-05-08T10:00:00.000\"}, {\"close\": 99369.8, \"datetime\": \"2025-05-08T11:00:00.000\"}, {\"close\": 99250.0, \"datetime\": \"2025-05-08T12:00:00.000\"}, {\"close\": 99256.3, \"datetime\": \"2025-05-08T13:00:00.000\"}, {\"close\": 99321.1, \"datetime\": \"2025-05-08T14:00:00.000\"}, {\"close\": 100730.8, \"datetime\": \"2025-05-08T15:00:00.000\"}, {\"close\": 101235.9, \"datetime\": \"2025-05-08T16:00:00.000\"}, {\"close\": 100976.5, \"datetime\": \"2025-05-08T17:00:00.000\"}, {\"close\": 101320.1, \"datetime\": \"2025-05-08T18:00:00.000\"}, {\"close\": 101254.2, \"datetime\": \"2025-05-08T19:00:00.000\"}, {\"close\": 102576.9, \"datetime\": \"2025-05-08T20:00:00.000\"}, {\"close\": 102799.9, \"datetime\": \"2025-05-08T21:00:00.000\"}, {\"close\": 102991.7, \"datetime\": \"2025-05-08T22:00:00.000\"}, {\"close\": 103228.1, \"datetime\": \"2025-05-08T23:00:00.000\"}, {\"close\": 102799.0, \"datetime\": \"2025-05-09T00:00:00.000\"}, {\"close\": 103070.0, \"datetime\": \"2025-05-09T01:00:00.000\"}, {\"close\": 102575.0, \"datetime\": \"2025-05-09T02:00:00.000\"}, {\"close\": 102419.5, \"datetime\": \"2025-05-09T03:00:00.000\"}, {\"close\": 102801.4, \"datetime\": \"2025-05-09T04:00:00.000\"}, {\"close\": 102938.9, \"datetime\": \"2025-05-09T05:00:00.000\"}, {\"close\": 103189.1, \"datetime\": \"2025-05-09T06:00:00.000\"}, {\"close\": 103597.4, \"datetime\": \"2025-05-09T07:00:00.000\"}, {\"close\": 102936.6, \"datetime\": \"2025-05-09T08:00:00.000\"}, {\"close\": 102885.4, \"datetime\": \"2025-05-09T09:00:00.000\"}, {\"close\": 103323.8, \"datetime\": \"2025-05-09T10:00:00.000\"}, {\"close\": 102914.5, \"datetime\": \"2025-05-09T11:00:00.000\"}, {\"close\": 102860.0, \"datetime\": \"2025-05-09T12:00:00.000\"}, {\"close\": 103587.9, \"datetime\": \"2025-05-09T13:00:00.000\"}, {\"close\": 103110.9, \"datetime\": \"2025-05-09T14:00:00.000\"}, {\"close\": 102852.9, \"datetime\": \"2025-05-09T15:00:00.000\"}, {\"close\": 102446.6, \"datetime\": \"2025-05-09T16:00:00.000\"}, {\"close\": 103173.1, \"datetime\": \"2025-05-09T17:00:00.000\"}, {\"close\": 103142.6, \"datetime\": \"2025-05-09T18:00:00.000\"}, {\"close\": 103145.5, \"datetime\": \"2025-05-09T19:00:00.000\"}, {\"close\": 103143.5, \"datetime\": \"2025-05-09T20:00:00.000\"}, {\"close\": 102943.0, \"datetime\": \"2025-05-09T21:00:00.000\"}, {\"close\": 102745.8, \"datetime\": \"2025-05-09T22:00:00.000\"}, {\"close\": 102941.9, \"datetime\": \"2025-05-09T23:00:00.000\"}, {\"close\": 102821.1, \"datetime\": \"2025-05-10T00:00:00.000\"}, {\"close\": 102932.7, \"datetime\": \"2025-05-10T01:00:00.000\"}, {\"close\": 103104.2, \"datetime\": \"2025-05-10T02:00:00.000\"}, {\"close\": 103179.4, \"datetime\": \"2025-05-10T03:00:00.000\"}, {\"close\": 103121.5, \"datetime\": \"2025-05-10T04:00:00.000\"}, {\"close\": 103319.9, \"datetime\": \"2025-05-10T05:00:00.000\"}, {\"close\": 103908.0, \"datetime\": \"2025-05-10T06:00:00.000\"}, {\"close\": 103721.7, \"datetime\": \"2025-05-10T07:00:00.000\"}, {\"close\": 103587.7, \"datetime\": \"2025-05-10T08:00:00.000\"}, {\"close\": 103723.2, \"datetime\": \"2025-05-10T09:00:00.000\"}, {\"close\": 103540.0, \"datetime\": \"2025-05-10T10:00:00.000\"}, {\"close\": 103374.6, \"datetime\": \"2025-05-10T11:00:00.000\"}, {\"close\": 103646.7, \"datetime\": \"2025-05-10T12:00:00.000\"}, {\"close\": 103581.4, \"datetime\": \"2025-05-10T13:00:00.000\"}, {\"close\": 103476.6, \"datetime\": \"2025-05-10T14:00:00.000\"}, {\"close\": 103102.6, \"datetime\": \"2025-05-10T15:00:00.000\"}, {\"close\": 103390.6, \"datetime\": \"2025-05-10T16:00:00.000\"}, {\"close\": 103135.9, \"datetime\": \"2025-05-10T17:00:00.000\"}, {\"close\": 103196.9, \"datetime\": \"2025-05-10T18:00:00.000\"}, {\"close\": 103148.6, \"datetime\": \"2025-05-10T19:00:00.000\"}, {\"close\": 103144.9, \"datetime\": \"2025-05-10T20:00:00.000\"}, {\"close\": 103719.0, \"datetime\": \"2025-05-10T21:00:00.000\"}, {\"close\": 103551.2, \"datetime\": \"2025-05-10T22:00:00.000\"}, {\"close\": 104788.8, \"datetime\": \"2025-05-10T23:00:00.000\"}, {\"close\": 104381.4, \"datetime\": \"2025-05-11T00:00:00.000\"}, {\"close\": 104092.0, \"datetime\": \"2025-05-11T01:00:00.000\"}, {\"close\": 103712.5, \"datetime\": \"2025-05-11T02:00:00.000\"}, {\"close\": 103947.8, \"datetime\": \"2025-05-11T03:00:00.000\"}, {\"close\": 104118.0, \"datetime\": \"2025-05-11T04:00:00.000\"}, {\"close\": 103800.0, \"datetime\": \"2025-05-11T05:00:00.000\"}, {\"close\": 103809.1, \"datetime\": \"2025-05-11T06:00:00.000\"}, {\"close\": 103327.9, \"datetime\": \"2025-05-11T07:00:00.000\"}, {\"close\": 103783.9, \"datetime\": \"2025-05-11T08:00:00.000\"}, {\"close\": 104313.1, \"datetime\": \"2025-05-11T09:00:00.000\"}, {\"close\": 104608.0, \"datetime\": \"2025-05-11T10:00:00.000\"}, {\"close\": 104613.7, \"datetime\": \"2025-05-11T11:00:00.000\"}, {\"close\": 104561.7, \"datetime\": \"2025-05-11T12:00:00.000\"}, {\"close\": 103929.9, \"datetime\": \"2025-05-11T13:00:00.000\"}, {\"close\": 104113.3, \"datetime\": \"2025-05-11T14:00:00.000\"}, {\"close\": 104083.0, \"datetime\": \"2025-05-11T15:00:00.000\"}, {\"close\": 103941.4, \"datetime\": \"2025-05-11T16:00:00.000\"}, {\"close\": 103986.3, \"datetime\": \"2025-05-11T17:00:00.000\"}, {\"close\": 104490.6, \"datetime\": \"2025-05-11T18:00:00.000\"}, {\"close\": 104373.8, \"datetime\": \"2025-05-11T19:00:00.000\"}, {\"close\": 104224.1, \"datetime\": \"2025-05-11T20:00:00.000\"}, {\"close\": 104314.2, \"datetime\": \"2025-05-11T21:00:00.000\"}, {\"close\": 103749.0, \"datetime\": \"2025-05-11T22:00:00.000\"}, {\"close\": 104072.7, \"datetime\": \"2025-05-11T23:00:00.000\"}, {\"close\": 104541.5, \"datetime\": \"2025-05-12T00:00:00.000\"}, {\"close\": 103965.9, \"datetime\": \"2025-05-12T01:00:00.000\"}, {\"close\": 103852.0, \"datetime\": \"2025-05-12T02:00:00.000\"}, {\"close\": 104064.0, \"datetime\": \"2025-05-12T03:00:00.000\"}, {\"close\": 104025.1, \"datetime\": \"2025-05-12T04:00:00.000\"}, {\"close\": 103906.3, \"datetime\": \"2025-05-12T05:00:00.000\"}, {\"close\": 104346.2, \"datetime\": \"2025-05-12T06:00:00.000\"}, {\"close\": 104426.2, \"datetime\": \"2025-05-12T07:00:00.000\"}, {\"close\": 104560.6, \"datetime\": \"2025-05-12T08:00:00.000\"}, {\"close\": 104406.6, \"datetime\": \"2025-05-12T09:00:00.000\"}, {\"close\": 104471.8, \"datetime\": \"2025-05-12T10:00:00.000\"}, {\"close\": 103705.1, \"datetime\": \"2025-05-12T11:00:00.000\"}, {\"close\": 103828.9, \"datetime\": \"2025-05-12T12:00:00.000\"}, {\"close\": 104283.2, \"datetime\": \"2025-05-12T13:00:00.000\"}, {\"close\": 102757.2, \"datetime\": \"2025-05-12T14:00:00.000\"}, {\"close\": 102481.7, \"datetime\": \"2025-05-12T15:00:00.000\"}, {\"close\": 102800.2, \"datetime\": \"2025-05-12T16:00:00.000\"}, {\"close\": 102507.7, \"datetime\": \"2025-05-12T17:00:00.000\"}, {\"close\": 101583.7, \"datetime\": \"2025-05-12T18:00:00.000\"}, {\"close\": 101812.8, \"datetime\": \"2025-05-12T19:00:00.000\"}, {\"close\": 102639.6, \"datetime\": \"2025-05-12T20:00:00.000\"}, {\"close\": 102459.9, \"datetime\": \"2025-05-12T21:00:00.000\"}, {\"close\": 102810.7, \"datetime\": \"2025-05-12T22:00:00.000\"}, {\"close\": 102739.3, \"datetime\": \"2025-05-12T23:00:00.000\"}, {\"close\": 102230.7, \"datetime\": \"2025-05-13T00:00:00.000\"}, {\"close\": 102359.7, \"datetime\": \"2025-05-13T01:00:00.000\"}, {\"close\": 102032.1, \"datetime\": \"2025-05-13T02:00:00.000\"}, {\"close\": 101681.3, \"datetime\": \"2025-05-13T03:00:00.000\"}, {\"close\": 102700.1, \"datetime\": \"2025-05-13T04:00:00.000\"}, {\"close\": 102429.4, \"datetime\": \"2025-05-13T05:00:00.000\"}, {\"close\": 102505.9, \"datetime\": \"2025-05-13T06:00:00.000\"}, {\"close\": 102624.0, \"datetime\": \"2025-05-13T07:00:00.000\"}, {\"close\": 102676.4, \"datetime\": \"2025-05-13T08:00:00.000\"}, {\"close\": 103406.9, \"datetime\": \"2025-05-13T09:00:00.000\"}, {\"close\": 103516.7, \"datetime\": \"2025-05-13T10:00:00.000\"}, {\"close\": 103685.5, \"datetime\": \"2025-05-13T11:00:00.000\"}, {\"close\": 103636.6, \"datetime\": \"2025-05-13T12:00:00.000\"}, {\"close\": 103673.2, \"datetime\": \"2025-05-13T13:00:00.000\"}, {\"close\": 103148.2, \"datetime\": \"2025-05-13T14:00:00.000\"}, {\"close\": 103633.1, \"datetime\": \"2025-05-13T15:00:00.000\"}, {\"close\": 103682.6, \"datetime\": \"2025-05-13T16:00:00.000\"}, {\"close\": 104215.5, \"datetime\": \"2025-05-13T17:00:00.000\"}, {\"close\": 104319.9, \"datetime\": \"2025-05-13T18:00:00.000\"}, {\"close\": 104744.7, \"datetime\": \"2025-05-13T19:00:00.000\"}, {\"close\": 104511.5, \"datetime\": \"2025-05-13T20:00:00.000\"}, {\"close\": 104302.5, \"datetime\": \"2025-05-13T21:00:00.000\"}, {\"close\": 104087.0, \"datetime\": \"2025-05-13T22:00:00.000\"}, {\"close\": 104082.0, \"datetime\": \"2025-05-13T23:00:00.000\"}, {\"close\": 103861.7, \"datetime\": \"2025-05-14T00:00:00.000\"}, {\"close\": 103680.0, \"datetime\": \"2025-05-14T01:00:00.000\"}, {\"close\": 103672.3, \"datetime\": \"2025-05-14T02:00:00.000\"}, {\"close\": 103549.2, \"datetime\": \"2025-05-14T03:00:00.000\"}, {\"close\": 103705.9, \"datetime\": \"2025-05-14T04:00:00.000\"}, {\"close\": 103856.3, \"datetime\": \"2025-05-14T05:00:00.000\"}, {\"close\": 103707.7, \"datetime\": \"2025-05-14T06:00:00.000\"}, {\"close\": 103662.2, \"datetime\": \"2025-05-14T07:00:00.000\"}, {\"close\": 103156.5, \"datetime\": \"2025-05-14T08:00:00.000\"}, {\"close\": 103439.0, \"datetime\": \"2025-05-14T09:00:00.000\"}, {\"close\": 103663.5, \"datetime\": \"2025-05-14T10:00:00.000\"}, {\"close\": 103903.4, \"datetime\": \"2025-05-14T11:00:00.000\"}, {\"close\": 103950.0, \"datetime\": \"2025-05-14T12:00:00.000\"}, {\"close\": 103913.7, \"datetime\": \"2025-05-14T13:00:00.000\"}, {\"close\": 103216.7, \"datetime\": \"2025-05-14T14:00:00.000\"}, {\"close\": 103461.4, \"datetime\": \"2025-05-14T15:00:00.000\"}, {\"close\": 103318.8, \"datetime\": \"2025-05-14T16:00:00.000\"}, {\"close\": 103208.2, \"datetime\": \"2025-05-14T17:00:00.000\"}, {\"close\": 103474.5, \"datetime\": \"2025-05-14T18:00:00.000\"}, {\"close\": 103278.7, \"datetime\": \"2025-05-14T19:00:00.000\"}, {\"close\": 103500.3, \"datetime\": \"2025-05-14T20:00:00.000\"}, {\"close\": 103597.3, \"datetime\": \"2025-05-14T21:00:00.000\"}, {\"close\": 103458.7, \"datetime\": \"2025-05-14T22:00:00.000\"}, {\"close\": 103458.1, \"datetime\": \"2025-05-14T23:00:00.000\"}, {\"close\": 103746.0, \"datetime\": \"2025-05-15T00:00:00.000\"}, {\"close\": 102979.2, \"datetime\": \"2025-05-15T01:00:00.000\"}, {\"close\": 102989.1, \"datetime\": \"2025-05-15T02:00:00.000\"}, {\"close\": 102706.1, \"datetime\": \"2025-05-15T03:00:00.000\"}, {\"close\": 102858.2, \"datetime\": \"2025-05-15T04:00:00.000\"}, {\"close\": 102325.6, \"datetime\": \"2025-05-15T05:00:00.000\"}, {\"close\": 102211.0, \"datetime\": \"2025-05-15T06:00:00.000\"}, {\"close\": 101733.9, \"datetime\": \"2025-05-15T07:00:00.000\"}, {\"close\": 102215.1, \"datetime\": \"2025-05-15T08:00:00.000\"}, {\"close\": 101779.6, \"datetime\": \"2025-05-15T09:00:00.000\"}, {\"close\": 101762.8, \"datetime\": \"2025-05-15T10:00:00.000\"}, {\"close\": 102335.3, \"datetime\": \"2025-05-15T11:00:00.000\"}, {\"close\": 102513.3, \"datetime\": \"2025-05-15T12:00:00.000\"}, {\"close\": 102094.8, \"datetime\": \"2025-05-15T13:00:00.000\"}, {\"close\": 101932.0, \"datetime\": \"2025-05-15T14:00:00.000\"}, {\"close\": 103211.2, \"datetime\": \"2025-05-15T15:00:00.000\"}, {\"close\": 103798.9, \"datetime\": \"2025-05-15T16:00:00.000\"}, {\"close\": 103937.7, \"datetime\": \"2025-05-15T17:00:00.000\"}, {\"close\": 102638.4, \"datetime\": \"2025-05-15T18:00:00.000\"}, {\"close\": 103107.0, \"datetime\": \"2025-05-15T19:00:00.000\"}, {\"close\": 103380.0, \"datetime\": \"2025-05-15T20:00:00.000\"}, {\"close\": 103241.2, \"datetime\": \"2025-05-15T21:00:00.000\"}, {\"close\": 103450.4, \"datetime\": \"2025-05-15T22:00:00.000\"}, {\"close\": 103714.5, \"datetime\": \"2025-05-15T23:00:00.000\"}, {\"close\": 103710.0, \"datetime\": \"2025-05-16T00:00:00.000\"}, {\"close\": 104002.3, \"datetime\": \"2025-05-16T01:00:00.000\"}, {\"close\": 104162.1, \"datetime\": \"2025-05-16T02:00:00.000\"}, {\"close\": 103979.0, \"datetime\": \"2025-05-16T03:00:00.000\"}, {\"close\": 103876.8, \"datetime\": \"2025-05-16T04:00:00.000\"}, {\"close\": 103859.1, \"datetime\": \"2025-05-16T05:00:00.000\"}, {\"close\": 103948.2, \"datetime\": \"2025-05-16T06:00:00.000\"}, {\"close\": 103646.6, \"datetime\": \"2025-05-16T07:00:00.000\"}, {\"close\": 103358.0, \"datetime\": \"2025-05-16T08:00:00.000\"}, {\"close\": 103752.4, \"datetime\": \"2025-05-16T09:00:00.000\"}, {\"close\": 103749.8, \"datetime\": \"2025-05-16T10:00:00.000\"}, {\"close\": 103614.5, \"datetime\": \"2025-05-16T11:00:00.000\"}, {\"close\": 103454.1, \"datetime\": \"2025-05-16T12:00:00.000\"}, {\"close\": 103953.8, \"datetime\": \"2025-05-16T13:00:00.000\"}, {\"close\": 103539.9, \"datetime\": \"2025-05-16T14:00:00.000\"}, {\"close\": 104144.0, \"datetime\": \"2025-05-16T15:00:00.000\"}, {\"close\": 104100.0, \"datetime\": \"2025-05-16T16:00:00.000\"}, {\"close\": 103820.1, \"datetime\": \"2025-05-16T17:00:00.000\"}, {\"close\": 103635.2, \"datetime\": \"2025-05-16T18:00:00.000\"}, {\"close\": 103974.3, \"datetime\": \"2025-05-16T19:00:00.000\"}, {\"close\": 103645.1, \"datetime\": \"2025-05-16T20:00:00.000\"}, {\"close\": 103560.6, \"datetime\": \"2025-05-16T21:00:00.000\"}, {\"close\": 103466.0, \"datetime\": \"2025-05-16T22:00:00.000\"}, {\"close\": 103412.2, \"datetime\": \"2025-05-16T23:00:00.000\"}, {\"close\": 103300.1, \"datetime\": \"2025-05-17T00:00:00.000\"}, {\"close\": 102778.4, \"datetime\": \"2025-05-17T01:00:00.000\"}, {\"close\": 103232.4, \"datetime\": \"2025-05-17T02:00:00.000\"}, {\"close\": 103464.7, \"datetime\": \"2025-05-17T03:00:00.000\"}, {\"close\": 103600.3, \"datetime\": \"2025-05-17T04:00:00.000\"}, {\"close\": 103306.5, \"datetime\": \"2025-05-17T05:00:00.000\"}, {\"close\": 103431.0, \"datetime\": \"2025-05-17T06:00:00.000\"}, {\"close\": 103399.4, \"datetime\": \"2025-05-17T07:00:00.000\"}, {\"close\": 103375.4, \"datetime\": \"2025-05-17T08:00:00.000\"}, {\"close\": 102851.4, \"datetime\": \"2025-05-17T09:00:00.000\"}, {\"close\": 102832.5, \"datetime\": \"2025-05-17T10:00:00.000\"}, {\"close\": 102944.2, \"datetime\": \"2025-05-17T11:00:00.000\"}, {\"close\": 102889.9, \"datetime\": \"2025-05-17T12:00:00.000\"}, {\"close\": 102666.2, \"datetime\": \"2025-05-17T13:00:00.000\"}, {\"close\": 103074.9, \"datetime\": \"2025-05-17T14:00:00.000\"}, {\"close\": 102900.0, \"datetime\": \"2025-05-17T15:00:00.000\"}, {\"close\": 102894.4, \"datetime\": \"2025-05-17T16:00:00.000\"}, {\"close\": 103082.0, \"datetime\": \"2025-05-17T17:00:00.000\"}, {\"close\": 102950.3, \"datetime\": \"2025-05-17T18:00:00.000\"}, {\"close\": 103100.1, \"datetime\": \"2025-05-17T19:00:00.000\"}, {\"close\": 103326.3, \"datetime\": \"2025-05-17T20:00:00.000\"}, {\"close\": 103202.0, \"datetime\": \"2025-05-17T21:00:00.000\"}, {\"close\": 102981.2, \"datetime\": \"2025-05-17T22:00:00.000\"}, {\"close\": 103079.6, \"datetime\": \"2025-05-17T23:00:00.000\"}, {\"close\": 103329.6, \"datetime\": \"2025-05-18T00:00:00.000\"}, {\"close\": 103208.7, \"datetime\": \"2025-05-18T01:00:00.000\"}, {\"close\": 103292.7, \"datetime\": \"2025-05-18T02:00:00.000\"}, {\"close\": 103244.2, \"datetime\": \"2025-05-18T03:00:00.000\"}, {\"close\": 103314.7, \"datetime\": \"2025-05-18T04:00:00.000\"}, {\"close\": 103597.8, \"datetime\": \"2025-05-18T05:00:00.000\"}, {\"close\": 103414.4, \"datetime\": \"2025-05-18T06:00:00.000\"}, {\"close\": 103893.0, \"datetime\": \"2025-05-18T07:00:00.000\"}, {\"close\": 103869.2, \"datetime\": \"2025-05-18T08:00:00.000\"}, {\"close\": 103834.9, \"datetime\": \"2025-05-18T09:00:00.000\"}, {\"close\": 103818.6, \"datetime\": \"2025-05-18T10:00:00.000\"}, {\"close\": 103769.0, \"datetime\": \"2025-05-18T11:00:00.000\"}, {\"close\": 103906.5, \"datetime\": \"2025-05-18T12:00:00.000\"}, {\"close\": 104708.2, \"datetime\": \"2025-05-18T13:00:00.000\"}, {\"close\": 105233.0, \"datetime\": \"2025-05-18T14:00:00.000\"}, {\"close\": 105484.2, \"datetime\": \"2025-05-18T15:00:00.000\"}, {\"close\": 105789.2, \"datetime\": \"2025-05-18T16:00:00.000\"}, {\"close\": 104805.2, \"datetime\": \"2025-05-18T17:00:00.000\"}, {\"close\": 104455.7, \"datetime\": \"2025-05-18T18:00:00.000\"}, {\"close\": 103834.0, \"datetime\": \"2025-05-18T19:00:00.000\"}, {\"close\": 104002.6, \"datetime\": \"2025-05-18T20:00:00.000\"}, {\"close\": 104131.3, \"datetime\": \"2025-05-18T21:00:00.000\"}, {\"close\": 105899.2, \"datetime\": \"2025-05-18T22:00:00.000\"}, {\"close\": 106407.6, \"datetime\": \"2025-05-18T23:00:00.000\"}, {\"close\": 105225.3, \"datetime\": \"2025-05-19T00:00:00.000\"}, {\"close\": 105022.6, \"datetime\": \"2025-05-19T01:00:00.000\"}, {\"close\": 104610.5, \"datetime\": \"2025-05-19T02:00:00.000\"}, {\"close\": 103569.4, \"datetime\": \"2025-05-19T03:00:00.000\"}, {\"close\": 102960.1, \"datetime\": \"2025-05-19T04:00:00.000\"}, {\"close\": 102990.8, \"datetime\": \"2025-05-19T05:00:00.000\"}, {\"close\": 102166.4, \"datetime\": \"2025-05-19T06:00:00.000\"}, {\"close\": 103167.0, \"datetime\": \"2025-05-19T07:00:00.000\"}, {\"close\": 103189.5, \"datetime\": \"2025-05-19T08:00:00.000\"}, {\"close\": 103024.5, \"datetime\": \"2025-05-19T09:00:00.000\"}, {\"close\": 102888.3, \"datetime\": \"2025-05-19T10:00:00.000\"}, {\"close\": 102912.0, \"datetime\": \"2025-05-19T11:00:00.000\"}, {\"close\": 102427.5, \"datetime\": \"2025-05-19T12:00:00.000\"}, {\"close\": 103239.8, \"datetime\": \"2025-05-19T13:00:00.000\"}, {\"close\": 104276.2, \"datetime\": \"2025-05-19T14:00:00.000\"}, {\"close\": 104740.4, \"datetime\": \"2025-05-19T15:00:00.000\"}, {\"close\": 105314.4, \"datetime\": \"2025-05-19T16:00:00.000\"}, {\"close\": 105328.5, \"datetime\": \"2025-05-19T17:00:00.000\"}, {\"close\": 104741.2, \"datetime\": \"2025-05-19T18:00:00.000\"}, {\"close\": 105457.8, \"datetime\": \"2025-05-19T19:00:00.000\"}, {\"close\": 105432.1, \"datetime\": \"2025-05-19T20:00:00.000\"}, {\"close\": 105408.5, \"datetime\": \"2025-05-19T21:00:00.000\"}, {\"close\": 105512.1, \"datetime\": \"2025-05-19T22:00:00.000\"}, {\"close\": 105531.6, \"datetime\": \"2025-05-19T23:00:00.000\"}, {\"close\": 105674.9, \"datetime\": \"2025-05-20T00:00:00.000\"}, {\"close\": 106407.6, \"datetime\": \"2025-05-20T01:00:00.000\"}, {\"close\": 106060.0, \"datetime\": \"2025-05-20T02:00:00.000\"}, {\"close\": 105720.0, \"datetime\": \"2025-05-20T03:00:00.000\"}, {\"close\": 106181.2, \"datetime\": \"2025-05-20T04:00:00.000\"}, {\"close\": 106065.6, \"datetime\": \"2025-05-20T05:00:00.000\"}, {\"close\": 105411.8, \"datetime\": \"2025-05-20T06:00:00.000\"}, {\"close\": 104980.1, \"datetime\": \"2025-05-20T07:00:00.000\"}, {\"close\": 105182.1, \"datetime\": \"2025-05-20T08:00:00.000\"}, {\"close\": 105238.2, \"datetime\": \"2025-05-20T09:00:00.000\"}, {\"close\": 104974.5, \"datetime\": \"2025-05-20T10:00:00.000\"}, {\"close\": 105159.2, \"datetime\": \"2025-05-20T11:00:00.000\"}, {\"close\": 104718.6, \"datetime\": \"2025-05-20T12:00:00.000\"}, {\"close\": 104395.5, \"datetime\": \"2025-05-20T13:00:00.000\"}, {\"close\": 104469.2, \"datetime\": \"2025-05-20T14:00:00.000\"}, {\"close\": 105294.5, \"datetime\": \"2025-05-20T15:00:00.000\"}, {\"close\": 105159.6, \"datetime\": \"2025-05-20T16:00:00.000\"}, {\"close\": 106153.6, \"datetime\": \"2025-05-20T17:00:00.000\"}, {\"close\": 105242.4, \"datetime\": \"2025-05-20T18:00:00.000\"}, {\"close\": 106972.2, \"datetime\": \"2025-05-20T19:00:00.000\"}, {\"close\": 106870.7, \"datetime\": \"2025-05-20T20:00:00.000\"}, {\"close\": 106566.5, \"datetime\": \"2025-05-20T21:00:00.000\"}, {\"close\": 106718.3, \"datetime\": \"2025-05-20T22:00:00.000\"}, {\"close\": 106800.1, \"datetime\": \"2025-05-20T23:00:00.000\"}, {\"close\": 106700.0, \"datetime\": \"2025-05-21T00:00:00.000\"}, {\"close\": 106440.2, \"datetime\": \"2025-05-21T01:00:00.000\"}, {\"close\": 106804.8, \"datetime\": \"2025-05-21T02:00:00.000\"}, {\"close\": 106791.0, \"datetime\": \"2025-05-21T03:00:00.000\"}, {\"close\": 107247.4, \"datetime\": \"2025-05-21T04:00:00.000\"}, {\"close\": 107490.1, \"datetime\": \"2025-05-21T05:00:00.000\"}, {\"close\": 107710.6, \"datetime\": \"2025-05-21T06:00:00.000\"}, {\"close\": 106463.6, \"datetime\": \"2025-05-21T07:00:00.000\"}, {\"close\": 106339.6, \"datetime\": \"2025-05-21T08:00:00.000\"}, {\"close\": 106154.4, \"datetime\": \"2025-05-21T09:00:00.000\"}, {\"close\": 106290.2, \"datetime\": \"2025-05-21T10:00:00.000\"}, {\"close\": 106490.9, \"datetime\": \"2025-05-21T11:00:00.000\"}, {\"close\": 106517.8, \"datetime\": \"2025-05-21T12:00:00.000\"}, {\"close\": 107208.3, \"datetime\": \"2025-05-21T13:00:00.000\"}, {\"close\": 108963.1, \"datetime\": \"2025-05-21T14:00:00.000\"}, {\"close\": 108936.6, \"datetime\": \"2025-05-21T15:00:00.000\"}, {\"close\": 109100.9, \"datetime\": \"2025-05-21T16:00:00.000\"}, {\"close\": 106566.8, \"datetime\": \"2025-05-21T17:00:00.000\"}, {\"close\": 106911.7, \"datetime\": \"2025-05-21T18:00:00.000\"}, {\"close\": 108547.3, \"datetime\": \"2025-05-21T19:00:00.000\"}, {\"close\": 108192.4, \"datetime\": \"2025-05-21T20:00:00.000\"}, {\"close\": 108363.9, \"datetime\": \"2025-05-21T21:00:00.000\"}, {\"close\": 108698.0, \"datetime\": \"2025-05-21T22:00:00.000\"}, {\"close\": 109609.5, \"datetime\": \"2025-05-21T23:00:00.000\"}, {\"close\": 109925.4, \"datetime\": \"2025-05-22T00:00:00.000\"}, {\"close\": 109892.5, \"datetime\": \"2025-05-22T01:00:00.000\"}, {\"close\": 110440.8, \"datetime\": \"2025-05-22T02:00:00.000\"}, {\"close\": 111755.9, \"datetime\": \"2025-05-22T03:00:00.000\"}, {\"close\": 111449.5, \"datetime\": \"2025-05-22T04:00:00.000\"}, {\"close\": 110843.0, \"datetime\": \"2025-05-22T05:00:00.000\"}, {\"close\": 110576.7, \"datetime\": \"2025-05-22T06:00:00.000\"}, {\"close\": 111005.8, \"datetime\": \"2025-05-22T07:00:00.000\"}, {\"close\": 110374.6, \"datetime\": \"2025-05-22T08:00:00.000\"}, {\"close\": 110772.7, \"datetime\": \"2025-05-22T09:00:00.000\"}, {\"close\": 110754.9, \"datetime\": \"2025-05-22T10:00:00.000\"}, {\"close\": 110944.1, \"datetime\": \"2025-05-22T11:00:00.000\"}, {\"close\": 111572.2, \"datetime\": \"2025-05-22T12:00:00.000\"}, {\"close\": 110870.8, \"datetime\": \"2025-05-22T13:00:00.000\"}, {\"close\": 110852.6, \"datetime\": \"2025-05-22T14:00:00.000\"}, {\"close\": 111250.6, \"datetime\": \"2025-05-22T15:00:00.000\"}, {\"close\": 111228.0, \"datetime\": \"2025-05-22T16:00:00.000\"}, {\"close\": 111464.1, \"datetime\": \"2025-05-22T17:00:00.000\"}, {\"close\": 111690.6, \"datetime\": \"2025-05-22T18:00:00.000\"}, {\"close\": 111136.1, \"datetime\": \"2025-05-22T19:00:00.000\"}, {\"close\": 111024.2, \"datetime\": \"2025-05-22T20:00:00.000\"}, {\"close\": 110794.7, \"datetime\": \"2025-05-22T21:00:00.000\"}, {\"close\": 110974.0, \"datetime\": \"2025-05-22T22:00:00.000\"}, {\"close\": 111662.7, \"datetime\": \"2025-05-22T23:00:00.000\"}, {\"close\": 111570.4, \"datetime\": \"2025-05-23T00:00:00.000\"}, {\"close\": 111284.5, \"datetime\": \"2025-05-23T01:00:00.000\"}, {\"close\": 111213.9, \"datetime\": \"2025-05-23T02:00:00.000\"}, {\"close\": 111044.0, \"datetime\": \"2025-05-23T03:00:00.000\"}, {\"close\": 110793.6, \"datetime\": \"2025-05-23T04:00:00.000\"}, {\"close\": 110810.3, \"datetime\": \"2025-05-23T05:00:00.000\"}, {\"close\": 110475.7, \"datetime\": \"2025-05-23T06:00:00.000\"}, {\"close\": 110685.2, \"datetime\": \"2025-05-23T07:00:00.000\"}, {\"close\": 110890.0, \"datetime\": \"2025-05-23T08:00:00.000\"}, {\"close\": 111282.1, \"datetime\": \"2025-05-23T09:00:00.000\"}, {\"close\": 111012.5, \"datetime\": \"2025-05-23T10:00:00.000\"}, {\"close\": 109033.2, \"datetime\": \"2025-05-23T11:00:00.000\"}, {\"close\": 108401.1, \"datetime\": \"2025-05-23T12:00:00.000\"}, {\"close\": 109603.4, \"datetime\": \"2025-05-23T13:00:00.000\"}, {\"close\": 109616.7, \"datetime\": \"2025-05-23T14:00:00.000\"}, {\"close\": 108892.4, \"datetime\": \"2025-05-23T15:00:00.000\"}, {\"close\": 109027.0, \"datetime\": \"2025-05-23T16:00:00.000\"}, {\"close\": 109361.2, \"datetime\": \"2025-05-23T17:00:00.000\"}, {\"close\": 108743.8, \"datetime\": \"2025-05-23T18:00:00.000\"}, {\"close\": 108659.4, \"datetime\": \"2025-05-23T19:00:00.000\"}, {\"close\": 108189.9, \"datetime\": \"2025-05-23T20:00:00.000\"}, {\"close\": 108242.4, \"datetime\": \"2025-05-23T21:00:00.000\"}, {\"close\": 107747.2, \"datetime\": \"2025-05-23T22:00:00.000\"}, {\"close\": 107271.5, \"datetime\": \"2025-05-23T23:00:00.000\"}, {\"close\": 107325.1, \"datetime\": \"2025-05-24T00:00:00.000\"}, {\"close\": 107437.5, \"datetime\": \"2025-05-24T01:00:00.000\"}, {\"close\": 107752.7, \"datetime\": \"2025-05-24T02:00:00.000\"}, {\"close\": 108306.8, \"datetime\": \"2025-05-24T03:00:00.000\"}, {\"close\": 108438.3, \"datetime\": \"2025-05-24T04:00:00.000\"}, {\"close\": 108193.2, \"datetime\": \"2025-05-24T05:00:00.000\"}, {\"close\": 107916.8, \"datetime\": \"2025-05-24T06:00:00.000\"}, {\"close\": 107550.6, \"datetime\": \"2025-05-24T07:00:00.000\"}, {\"close\": 108205.4, \"datetime\": \"2025-05-24T08:00:00.000\"}, {\"close\": 108122.2, \"datetime\": \"2025-05-24T09:00:00.000\"}, {\"close\": 109043.5, \"datetime\": \"2025-05-24T10:00:00.000\"}, {\"close\": 109152.2, \"datetime\": \"2025-05-24T11:00:00.000\"}, {\"close\": 108741.3, \"datetime\": \"2025-05-24T12:00:00.000\"}, {\"close\": 108564.3, \"datetime\": \"2025-05-24T13:00:00.000\"}, {\"close\": 108913.0, \"datetime\": \"2025-05-24T14:00:00.000\"}, {\"close\": 108889.2, \"datetime\": \"2025-05-24T15:00:00.000\"}, {\"close\": 108959.7, \"datetime\": \"2025-05-24T16:00:00.000\"}, {\"close\": 108876.3, \"datetime\": \"2025-05-24T17:00:00.000\"}, {\"close\": 108780.7, \"datetime\": \"2025-05-24T18:00:00.000\"}, {\"close\": 108912.7, \"datetime\": \"2025-05-24T19:00:00.000\"}, {\"close\": 108817.1, \"datetime\": \"2025-05-24T20:00:00.000\"}, {\"close\": 108788.4, \"datetime\": \"2025-05-24T21:00:00.000\"}, {\"close\": 108052.8, \"datetime\": \"2025-05-24T22:00:00.000\"}, {\"close\": 107698.9, \"datetime\": \"2025-05-24T23:00:00.000\"}, {\"close\": 107392.5, \"datetime\": \"2025-05-25T00:00:00.000\"}, {\"close\": 107602.3, \"datetime\": \"2025-05-25T01:00:00.000\"}, {\"close\": 107877.3, \"datetime\": \"2025-05-25T02:00:00.000\"}, {\"close\": 108045.4, \"datetime\": \"2025-05-25T03:00:00.000\"}, {\"close\": 108196.2, \"datetime\": \"2025-05-25T04:00:00.000\"}, {\"close\": 108065.1, \"datetime\": \"2025-05-25T05:00:00.000\"}, {\"close\": 107902.2, \"datetime\": \"2025-05-25T06:00:00.000\"}, {\"close\": 107637.1, \"datetime\": \"2025-05-25T07:00:00.000\"}, {\"close\": 107065.3, \"datetime\": \"2025-05-25T08:00:00.000\"}, {\"close\": 107083.9, \"datetime\": \"2025-05-25T09:00:00.000\"}, {\"close\": 106903.4, \"datetime\": \"2025-05-25T10:00:00.000\"}, {\"close\": 107214.0, \"datetime\": \"2025-05-25T11:00:00.000\"}, {\"close\": 107476.5, \"datetime\": \"2025-05-25T12:00:00.000\"}, {\"close\": 107474.8, \"datetime\": \"2025-05-25T13:00:00.000\"}, {\"close\": 107314.9, \"datetime\": \"2025-05-25T14:00:00.000\"}, {\"close\": 106927.9, \"datetime\": \"2025-05-25T15:00:00.000\"}, {\"close\": 107129.9, \"datetime\": \"2025-05-25T16:00:00.000\"}, {\"close\": 107323.0, \"datetime\": \"2025-05-25T17:00:00.000\"}, {\"close\": 107361.6, \"datetime\": \"2025-05-25T18:00:00.000\"}, {\"close\": 107656.3, \"datetime\": \"2025-05-25T19:00:00.000\"}, {\"close\": 107632.0, \"datetime\": \"2025-05-25T20:00:00.000\"}, {\"close\": 107406.7, \"datetime\": \"2025-05-25T21:00:00.000\"}, {\"close\": 109122.6, \"datetime\": \"2025-05-25T22:00:00.000\"}, {\"close\": 108955.9, \"datetime\": \"2025-05-25T23:00:00.000\"}, {\"close\": 109500.1, \"datetime\": \"2025-05-26T00:00:00.000\"}, {\"close\": 109500.1, \"datetime\": \"2025-05-26T01:00:00.000\"}, {\"close\": 109353.2, \"datetime\": \"2025-05-26T02:00:00.000\"}, {\"close\": 109587.0, \"datetime\": \"2025-05-26T03:00:00.000\"}, {\"close\": 109497.0, \"datetime\": \"2025-05-26T04:00:00.000\"}, {\"close\": 109591.6, \"datetime\": \"2025-05-26T05:00:00.000\"}, {\"close\": 109885.3, \"datetime\": \"2025-05-26T06:00:00.000\"}, {\"close\": 110049.9, \"datetime\": \"2025-05-26T07:00:00.000\"}, {\"close\": 109619.9, \"datetime\": \"2025-05-26T08:00:00.000\"}, {\"close\": 109663.2, \"datetime\": \"2025-05-26T09:00:00.000\"}, {\"close\": 109589.7, \"datetime\": \"2025-05-26T10:00:00.000\"}, {\"close\": 109736.7, \"datetime\": \"2025-05-26T11:00:00.000\"}, {\"close\": 109781.5, \"datetime\": \"2025-05-26T12:00:00.000\"}, {\"close\": 109549.2, \"datetime\": \"2025-05-26T13:00:00.000\"}, {\"close\": 109616.1, \"datetime\": \"2025-05-26T14:00:00.000\"}, {\"close\": 109963.2, \"datetime\": \"2025-05-26T15:00:00.000\"}, {\"close\": 109347.1, \"datetime\": \"2025-05-26T16:00:00.000\"}, {\"close\": 109138.0, \"datetime\": \"2025-05-26T17:00:00.000\"}, {\"close\": 109067.3, \"datetime\": \"2025-05-26T18:00:00.000\"}, {\"close\": 109074.3, \"datetime\": \"2025-05-26T19:00:00.000\"}, {\"close\": 109547.7, \"datetime\": \"2025-05-26T20:00:00.000\"}, {\"close\": 109297.9, \"datetime\": \"2025-05-26T21:00:00.000\"}, {\"close\": 109143.8, \"datetime\": \"2025-05-26T22:00:00.000\"}, {\"close\": 109386.8, \"datetime\": \"2025-05-26T23:00:00.000\"}, {\"close\": 109104.8, \"datetime\": \"2025-05-27T00:00:00.000\"}, {\"close\": 108354.4, \"datetime\": \"2025-05-27T01:00:00.000\"}, {\"close\": 108220.0, \"datetime\": \"2025-05-27T02:00:00.000\"}, {\"close\": 108844.9, \"datetime\": \"2025-05-27T03:00:00.000\"}, {\"close\": 108895.7, \"datetime\": \"2025-05-27T04:00:00.000\"}, {\"close\": 108866.4, \"datetime\": \"2025-05-27T05:00:00.000\"}, {\"close\": 108780.6, \"datetime\": \"2025-05-27T06:00:00.000\"}, {\"close\": 109488.0, \"datetime\": \"2025-05-27T07:00:00.000\"}, {\"close\": 109651.3, \"datetime\": \"2025-05-27T08:00:00.000\"}, {\"close\": 109788.5, \"datetime\": \"2025-05-27T09:00:00.000\"}, {\"close\": 109647.9, \"datetime\": \"2025-05-27T10:00:00.000\"}, {\"close\": 109541.8, \"datetime\": \"2025-05-27T11:00:00.000\"}, {\"close\": 109550.6, \"datetime\": \"2025-05-27T12:00:00.000\"}, {\"close\": 109791.6, \"datetime\": \"2025-05-27T13:00:00.000\"}, {\"close\": 109334.8, \"datetime\": \"2025-05-27T14:00:00.000\"}, {\"close\": 110091.3, \"datetime\": \"2025-05-27T15:00:00.000\"}, {\"close\": 110169.9, \"datetime\": \"2025-05-27T16:00:00.000\"}, {\"close\": 110188.9, \"datetime\": \"2025-05-27T17:00:00.000\"}, {\"close\": 109837.2, \"datetime\": \"2025-05-27T18:00:00.000\"}, {\"close\": 109822.8, \"datetime\": \"2025-05-27T19:00:00.000\"}, {\"close\": 109493.5, \"datetime\": \"2025-05-27T20:00:00.000\"}, {\"close\": 108873.7, \"datetime\": \"2025-05-27T21:00:00.000\"}, {\"close\": 108960.6, \"datetime\": \"2025-05-27T22:00:00.000\"}, {\"close\": 108889.3, \"datetime\": \"2025-05-27T23:00:00.000\"}, {\"close\": 109152.0, \"datetime\": \"2025-05-28T00:00:00.000\"}, {\"close\": 108623.1, \"datetime\": \"2025-05-28T01:00:00.000\"}, {\"close\": 108576.6, \"datetime\": \"2025-05-28T02:00:00.000\"}, {\"close\": 108807.6, \"datetime\": \"2025-05-28T03:00:00.000\"}, {\"close\": 108935.5, \"datetime\": \"2025-05-28T04:00:00.000\"}, {\"close\": 108934.4, \"datetime\": \"2025-05-28T05:00:00.000\"}, {\"close\": 108674.5, \"datetime\": \"2025-05-28T06:00:00.000\"}, {\"close\": 108764.9, \"datetime\": \"2025-05-28T07:00:00.000\"}, {\"close\": 108989.8, \"datetime\": \"2025-05-28T08:00:00.000\"}, {\"close\": 108751.3, \"datetime\": \"2025-05-28T09:00:00.000\"}, {\"close\": 108786.2, \"datetime\": \"2025-05-28T10:00:00.000\"}, {\"close\": 108821.4, \"datetime\": \"2025-05-28T11:00:00.000\"}, {\"close\": 108833.0, \"datetime\": \"2025-05-28T12:00:00.000\"}, {\"close\": 108011.5, \"datetime\": \"2025-05-28T13:00:00.000\"}, {\"close\": 107475.8, \"datetime\": \"2025-05-28T14:00:00.000\"}, {\"close\": 107065.5, \"datetime\": \"2025-05-28T15:00:00.000\"}, {\"close\": 107384.6, \"datetime\": \"2025-05-28T16:00:00.000\"}, {\"close\": 107617.1, \"datetime\": \"2025-05-28T17:00:00.000\"}, {\"close\": 107424.8, \"datetime\": \"2025-05-28T18:00:00.000\"}, {\"close\": 106894.1, \"datetime\": \"2025-05-28T19:00:00.000\"}, {\"close\": 107285.6, \"datetime\": \"2025-05-28T20:00:00.000\"}, {\"close\": 107446.8, \"datetime\": \"2025-05-28T21:00:00.000\"}, {\"close\": 107347.9, \"datetime\": \"2025-05-28T22:00:00.000\"}, {\"close\": 107723.1, \"datetime\": \"2025-05-28T23:00:00.000\"}, {\"close\": 108235.8, \"datetime\": \"2025-05-29T00:00:00.000\"}, {\"close\": 108103.4, \"datetime\": \"2025-05-29T01:00:00.000\"}, {\"close\": 108383.1, \"datetime\": \"2025-05-29T02:00:00.000\"}, {\"close\": 107996.4, \"datetime\": \"2025-05-29T03:00:00.000\"}, {\"close\": 107516.2, \"datetime\": \"2025-05-29T04:00:00.000\"}, {\"close\": 107631.6, \"datetime\": \"2025-05-29T05:00:00.000\"}, {\"close\": 107874.6, \"datetime\": \"2025-05-29T06:00:00.000\"}, {\"close\": 107839.4, \"datetime\": \"2025-05-29T07:00:00.000\"}, {\"close\": 108434.3, \"datetime\": \"2025-05-29T08:00:00.000\"}, {\"close\": 108472.3, \"datetime\": \"2025-05-29T09:00:00.000\"}, {\"close\": 108712.7, \"datetime\": \"2025-05-29T10:00:00.000\"}, {\"close\": 108740.0, \"datetime\": \"2025-05-29T11:00:00.000\"}, {\"close\": 108388.9, \"datetime\": \"2025-05-29T12:00:00.000\"}, {\"close\": 107569.1, \"datetime\": \"2025-05-29T13:00:00.000\"}, {\"close\": 107571.1, \"datetime\": \"2025-05-29T14:00:00.000\"}, {\"close\": 106972.5, \"datetime\": \"2025-05-29T15:00:00.000\"}, {\"close\": 106691.1, \"datetime\": \"2025-05-29T16:00:00.000\"}, {\"close\": 106254.8, \"datetime\": \"2025-05-29T17:00:00.000\"}, {\"close\": 105787.9, \"datetime\": \"2025-05-29T18:00:00.000\"}, {\"close\": 105699.2, \"datetime\": \"2025-05-29T19:00:00.000\"}, {\"close\": 106134.1, \"datetime\": \"2025-05-29T20:00:00.000\"}, {\"close\": 106397.8, \"datetime\": \"2025-05-29T21:00:00.000\"}, {\"close\": 105886.3, \"datetime\": \"2025-05-29T22:00:00.000\"}, {\"close\": 105539.9, \"datetime\": \"2025-05-29T23:00:00.000\"}, {\"close\": 104900.3, \"datetime\": \"2025-05-30T00:00:00.000\"}, {\"close\": 105621.9, \"datetime\": \"2025-05-30T01:00:00.000\"}, {\"close\": 105952.3, \"datetime\": \"2025-05-30T02:00:00.000\"}, {\"close\": 105978.8, \"datetime\": \"2025-05-30T03:00:00.000\"}, {\"close\": 106065.0, \"datetime\": \"2025-05-30T04:00:00.000\"}, {\"close\": 106027.9, \"datetime\": \"2025-05-30T05:00:00.000\"}, {\"close\": 105671.5, \"datetime\": \"2025-05-30T06:00:00.000\"}, {\"close\": 104997.5, \"datetime\": \"2025-05-30T07:00:00.000\"}, {\"close\": 105129.6, \"datetime\": \"2025-05-30T08:00:00.000\"}, {\"close\": 105580.8, \"datetime\": \"2025-05-30T09:00:00.000\"}, {\"close\": 105863.4, \"datetime\": \"2025-05-30T10:00:00.000\"}, {\"close\": 105827.4, \"datetime\": \"2025-05-30T11:00:00.000\"}, {\"close\": 105630.8, \"datetime\": \"2025-05-30T12:00:00.000\"}, {\"close\": 105450.8, \"datetime\": \"2025-05-30T13:00:00.000\"}, {\"close\": 105307.2, \"datetime\": \"2025-05-30T14:00:00.000\"}, {\"close\": 105504.0, \"datetime\": \"2025-05-30T15:00:00.000\"}, {\"close\": 103867.4, \"datetime\": \"2025-05-30T16:00:00.000\"}, {\"close\": 104146.0, \"datetime\": \"2025-05-30T17:00:00.000\"}, {\"close\": 104858.9, \"datetime\": \"2025-05-30T18:00:00.000\"}, {\"close\": 104597.6, \"datetime\": \"2025-05-30T19:00:00.000\"}, {\"close\": 104544.9, \"datetime\": \"2025-05-30T20:00:00.000\"}, {\"close\": 104587.1, \"datetime\": \"2025-05-30T21:00:00.000\"}, {\"close\": 103920.1, \"datetime\": \"2025-05-30T22:00:00.000\"}, {\"close\": 103950.0, \"datetime\": \"2025-05-30T23:00:00.000\"}, {\"close\": 103923.7, \"datetime\": \"2025-05-31T00:00:00.000\"}, {\"close\": 103426.5, \"datetime\": \"2025-05-31T01:00:00.000\"}, {\"close\": 103150.1, \"datetime\": \"2025-05-31T02:00:00.000\"}, {\"close\": 103640.1, \"datetime\": \"2025-05-31T03:00:00.000\"}, {\"close\": 103761.6, \"datetime\": \"2025-05-31T04:00:00.000\"}, {\"close\": 103485.9, \"datetime\": \"2025-05-31T05:00:00.000\"}, {\"close\": 103807.3, \"datetime\": \"2025-05-31T06:00:00.000\"}, {\"close\": 103700.6, \"datetime\": \"2025-05-31T07:00:00.000\"}, {\"close\": 103610.6, \"datetime\": \"2025-05-31T08:00:00.000\"}, {\"close\": 103500.1, \"datetime\": \"2025-05-31T09:00:00.000\"}, {\"close\": 103372.3, \"datetime\": \"2025-05-31T10:00:00.000\"}, {\"close\": 103460.9, \"datetime\": \"2025-05-31T11:00:00.000\"}, {\"close\": 103984.2, \"datetime\": \"2025-05-31T12:00:00.000\"}, {\"close\": 104060.9, \"datetime\": \"2025-05-31T13:00:00.000\"}, {\"close\": 104513.2, \"datetime\": \"2025-05-31T14:00:00.000\"}, {\"close\": 104497.1, \"datetime\": \"2025-05-31T15:00:00.000\"}, {\"close\": 104432.4, \"datetime\": \"2025-05-31T16:00:00.000\"}, {\"close\": 104304.2, \"datetime\": \"2025-05-31T17:00:00.000\"}, {\"close\": 104444.8, \"datetime\": \"2025-05-31T18:00:00.000\"}, {\"close\": 104653.9, \"datetime\": \"2025-05-31T19:00:00.000\"}, {\"close\": 104728.9, \"datetime\": \"2025-05-31T20:00:00.000\"}, {\"close\": 104817.3, \"datetime\": \"2025-05-31T21:00:00.000\"}, {\"close\": 104567.2, \"datetime\": \"2025-05-31T22:00:00.000\"}, {\"close\": 104544.7, \"datetime\": \"2025-05-31T23:00:00.000\"}, {\"close\": 104408.7, \"datetime\": \"2025-06-01T00:00:00.000\"}, {\"close\": 104085.2, \"datetime\": \"2025-06-01T01:00:00.000\"}, {\"close\": 104143.9, \"datetime\": \"2025-06-01T02:00:00.000\"}, {\"close\": 104336.4, \"datetime\": \"2025-06-01T03:00:00.000\"}, {\"close\": 104587.8, \"datetime\": \"2025-06-01T04:00:00.000\"}, {\"close\": 104485.7, \"datetime\": \"2025-06-01T05:00:00.000\"}, {\"close\": 104206.8, \"datetime\": \"2025-06-01T06:00:00.000\"}, {\"close\": 104231.0, \"datetime\": \"2025-06-01T07:00:00.000\"}, {\"close\": 104342.7, \"datetime\": \"2025-06-01T08:00:00.000\"}, {\"close\": 103888.0, \"datetime\": \"2025-06-01T09:00:00.000\"}, {\"close\": 103887.8, \"datetime\": \"2025-06-01T10:00:00.000\"}, {\"close\": 104038.0, \"datetime\": \"2025-06-01T11:00:00.000\"}, {\"close\": 103917.1, \"datetime\": \"2025-06-01T12:00:00.000\"}, {\"close\": 104216.0, \"datetime\": \"2025-06-01T13:00:00.000\"}, {\"close\": 104551.6, \"datetime\": \"2025-06-01T14:00:00.000\"}, {\"close\": 104664.0, \"datetime\": \"2025-06-01T15:00:00.000\"}, {\"close\": 104984.4, \"datetime\": \"2025-06-01T16:00:00.000\"}, {\"close\": 105006.3, \"datetime\": \"2025-06-01T17:00:00.000\"}, {\"close\": 104850.8, \"datetime\": \"2025-06-01T18:00:00.000\"}, {\"close\": 105075.2, \"datetime\": \"2025-06-01T19:00:00.000\"}, {\"close\": 104897.0, \"datetime\": \"2025-06-01T20:00:00.000\"}, {\"close\": 105444.9, \"datetime\": \"2025-06-01T21:00:00.000\"}, {\"close\": 105455.4, \"datetime\": \"2025-06-01T22:00:00.000\"}, {\"close\": 105583.3, \"datetime\": \"2025-06-01T23:00:00.000\"}, {\"close\": 105379.1, \"datetime\": \"2025-06-02T00:00:00.000\"}, {\"close\": 105327.6, \"datetime\": \"2025-06-02T01:00:00.000\"}, {\"close\": 104986.9, \"datetime\": \"2025-06-02T02:00:00.000\"}, {\"close\": 104781.8, \"datetime\": \"2025-06-02T03:00:00.000\"}, {\"close\": 104736.3, \"datetime\": \"2025-06-02T04:00:00.000\"}, {\"close\": 104781.2, \"datetime\": \"2025-06-02T05:00:00.000\"}, {\"close\": 105133.5, \"datetime\": \"2025-06-02T06:00:00.000\"}, {\"close\": 105346.4, \"datetime\": \"2025-06-02T07:00:00.000\"}, {\"close\": 105290.0, \"datetime\": \"2025-06-02T08:00:00.000\"}, {\"close\": 104530.5, \"datetime\": \"2025-06-02T09:00:00.000\"}, {\"close\": 104316.7, \"datetime\": \"2025-06-02T10:00:00.000\"}, {\"close\": 104000.0, \"datetime\": \"2025-06-02T11:00:00.000\"}, {\"close\": 104156.0, \"datetime\": \"2025-06-02T12:00:00.000\"}, {\"close\": 103764.3, \"datetime\": \"2025-06-02T13:00:00.000\"}, {\"close\": 104129.6, \"datetime\": \"2025-06-02T14:00:00.000\"}, {\"close\": 104396.8, \"datetime\": \"2025-06-02T15:00:00.000\"}, {\"close\": 104234.6, \"datetime\": \"2025-06-02T16:00:00.000\"}, {\"close\": 104345.6, \"datetime\": \"2025-06-02T17:00:00.000\"}, {\"close\": 104308.8, \"datetime\": \"2025-06-02T18:00:00.000\"}, {\"close\": 104366.4, \"datetime\": \"2025-06-02T19:00:00.000\"}, {\"close\": 104829.2, \"datetime\": \"2025-06-02T20:00:00.000\"}, {\"close\": 104886.1, \"datetime\": \"2025-06-02T21:00:00.000\"}, {\"close\": 105649.9, \"datetime\": \"2025-06-02T22:00:00.000\"}, {\"close\": 105814.3, \"datetime\": \"2025-06-02T23:00:00.000\"}, {\"close\": 106231.9, \"datetime\": \"2025-06-03T00:00:00.000\"}, {\"close\": 106442.6, \"datetime\": \"2025-06-03T01:00:00.000\"}, {\"close\": 105553.9, \"datetime\": \"2025-06-03T02:00:00.000\"}, {\"close\": 105448.8, \"datetime\": \"2025-06-03T03:00:00.000\"}, {\"close\": 105134.9, \"datetime\": \"2025-06-03T04:00:00.000\"}, {\"close\": 105407.9, \"datetime\": \"2025-06-03T05:00:00.000\"}, {\"close\": 105368.3, \"datetime\": \"2025-06-03T06:00:00.000\"}, {\"close\": 105134.4, \"datetime\": \"2025-06-03T07:00:00.000\"}, {\"close\": 105040.0, \"datetime\": \"2025-06-03T08:00:00.000\"}, {\"close\": 105142.3, \"datetime\": \"2025-06-03T09:00:00.000\"}, {\"close\": 105231.3, \"datetime\": \"2025-06-03T10:00:00.000\"}, {\"close\": 105240.1, \"datetime\": \"2025-06-03T11:00:00.000\"}, {\"close\": 105259.0, \"datetime\": \"2025-06-03T12:00:00.000\"}, {\"close\": 105370.5, \"datetime\": \"2025-06-03T13:00:00.000\"}, {\"close\": 106495.1, \"datetime\": \"2025-06-03T14:00:00.000\"}, {\"close\": 106556.1, \"datetime\": \"2025-06-03T15:00:00.000\"}, {\"close\": 105760.8, \"datetime\": \"2025-06-03T16:00:00.000\"}, {\"close\": 105890.0, \"datetime\": \"2025-06-03T17:00:00.000\"}, {\"close\": 105959.9, \"datetime\": \"2025-06-03T18:00:00.000\"}, {\"close\": 106171.8, \"datetime\": \"2025-06-03T19:00:00.000\"}, {\"close\": 105692.1, \"datetime\": \"2025-06-03T20:00:00.000\"}, {\"close\": 105312.0, \"datetime\": \"2025-06-03T21:00:00.000\"}, {\"close\": 105686.5, \"datetime\": \"2025-06-03T22:00:00.000\"}, {\"close\": 105330.1, \"datetime\": \"2025-06-03T23:00:00.000\"}, {\"close\": 105428.0, \"datetime\": \"2025-06-04T00:00:00.000\"}, {\"close\": 105524.8, \"datetime\": \"2025-06-04T01:00:00.000\"}, {\"close\": 105432.3, \"datetime\": \"2025-06-04T02:00:00.000\"}, {\"close\": 105474.9, \"datetime\": \"2025-06-04T03:00:00.000\"}, {\"close\": 105369.3, \"datetime\": \"2025-06-04T04:00:00.000\"}, {\"close\": 105307.3, \"datetime\": \"2025-06-04T05:00:00.000\"}, {\"close\": 105249.8, \"datetime\": \"2025-06-04T06:00:00.000\"}, {\"close\": 105260.2, \"datetime\": \"2025-06-04T07:00:00.000\"}, {\"close\": 105391.8, \"datetime\": \"2025-06-04T08:00:00.000\"}, {\"close\": 105783.4, \"datetime\": \"2025-06-04T09:00:00.000\"}, {\"close\": 105650.4, \"datetime\": \"2025-06-04T10:00:00.000\"}, {\"close\": 105044.1, \"datetime\": \"2025-06-04T11:00:00.000\"}, {\"close\": 104988.1, \"datetime\": \"2025-06-04T12:00:00.000\"}, {\"close\": 104702.6, \"datetime\": \"2025-06-04T13:00:00.000\"}, {\"close\": 104968.9, \"datetime\": \"2025-06-04T14:00:00.000\"}, {\"close\": 105254.7, \"datetime\": \"2025-06-04T15:00:00.000\"}, {\"close\": 105408.8, \"datetime\": \"2025-06-04T16:00:00.000\"}, {\"close\": 105000.7, \"datetime\": \"2025-06-04T17:00:00.000\"}, {\"close\": 104905.8, \"datetime\": \"2025-06-04T18:00:00.000\"}, {\"close\": 104870.4, \"datetime\": \"2025-06-04T19:00:00.000\"}, {\"close\": 104558.9, \"datetime\": \"2025-06-04T20:00:00.000\"}, {\"close\": 104866.3, \"datetime\": \"2025-06-04T21:00:00.000\"}, {\"close\": 104727.5, \"datetime\": \"2025-06-04T22:00:00.000\"}, {\"close\": 104641.8, \"datetime\": \"2025-06-04T23:00:00.000\"}, {\"close\": 104939.0, \"datetime\": \"2025-06-05T00:00:00.000\"}, {\"close\": 104732.9, \"datetime\": \"2025-06-05T01:00:00.000\"}, {\"close\": 104951.2, \"datetime\": \"2025-06-05T02:00:00.000\"}, {\"close\": 104991.4, \"datetime\": \"2025-06-05T03:00:00.000\"}, {\"close\": 105134.5, \"datetime\": \"2025-06-05T04:00:00.000\"}, {\"close\": 104600.3, \"datetime\": \"2025-06-05T05:00:00.000\"}, {\"close\": 104408.5, \"datetime\": \"2025-06-05T06:00:00.000\"}, {\"close\": 104473.0, \"datetime\": \"2025-06-05T07:00:00.000\"}, {\"close\": 104630.0, \"datetime\": \"2025-06-05T08:00:00.000\"}, {\"close\": 104854.9, \"datetime\": \"2025-06-05T09:00:00.000\"}, {\"close\": 104613.2, \"datetime\": \"2025-06-05T10:00:00.000\"}, {\"close\": 104772.7, \"datetime\": \"2025-06-05T11:00:00.000\"}, {\"close\": 105600.7, \"datetime\": \"2025-06-05T12:00:00.000\"}, {\"close\": 104475.3, \"datetime\": \"2025-06-05T13:00:00.000\"}, {\"close\": 104588.5, \"datetime\": \"2025-06-05T14:00:00.000\"}, {\"close\": 104490.5, \"datetime\": \"2025-06-05T15:00:00.000\"}, {\"close\": 103208.8, \"datetime\": \"2025-06-05T16:00:00.000\"}, {\"close\": 103201.0, \"datetime\": \"2025-06-05T17:00:00.000\"}, {\"close\": 102949.9, \"datetime\": \"2025-06-05T18:00:00.000\"}, {\"close\": 101872.9, \"datetime\": \"2025-06-05T19:00:00.000\"}, {\"close\": 100428.8, \"datetime\": \"2025-06-05T20:00:00.000\"}, {\"close\": 101488.2, \"datetime\": \"2025-06-05T21:00:00.000\"}, {\"close\": 101448.4, \"datetime\": \"2025-06-05T22:00:00.000\"}, {\"close\": 101458.6, \"datetime\": \"2025-06-05T23:00:00.000\"}, {\"close\": 101842.0, \"datetime\": \"2025-06-06T00:00:00.000\"}, {\"close\": 101796.8, \"datetime\": \"2025-06-06T01:00:00.000\"}, {\"close\": 102148.1, \"datetime\": \"2025-06-06T02:00:00.000\"}, {\"close\": 102444.9, \"datetime\": \"2025-06-06T03:00:00.000\"}, {\"close\": 102726.4, \"datetime\": \"2025-06-06T04:00:00.000\"}, {\"close\": 102899.2, \"datetime\": \"2025-06-06T05:00:00.000\"}, {\"close\": 103116.4, \"datetime\": \"2025-06-06T06:00:00.000\"}, {\"close\": 103096.8, \"datetime\": \"2025-06-06T07:00:00.000\"}, {\"close\": 103445.7, \"datetime\": \"2025-06-06T08:00:00.000\"}, {\"close\": 103593.7, \"datetime\": \"2025-06-06T09:00:00.000\"}, {\"close\": 103626.8, \"datetime\": \"2025-06-06T10:00:00.000\"}, {\"close\": 103866.0, \"datetime\": \"2025-06-06T11:00:00.000\"}, {\"close\": 103702.3, \"datetime\": \"2025-06-06T12:00:00.000\"}, {\"close\": 104033.1, \"datetime\": \"2025-06-06T13:00:00.000\"}, {\"close\": 104718.3, \"datetime\": \"2025-06-06T14:00:00.000\"}, {\"close\": 105035.4, \"datetime\": \"2025-06-06T15:00:00.000\"}, {\"close\": 104715.2, \"datetime\": \"2025-06-06T16:00:00.000\"}, {\"close\": 104874.9, \"datetime\": \"2025-06-06T17:00:00.000\"}, {\"close\": 104455.7, \"datetime\": \"2025-06-06T18:00:00.000\"}, {\"close\": 104176.9, \"datetime\": \"2025-06-06T19:00:00.000\"}, {\"close\": 104429.6, \"datetime\": \"2025-06-06T20:00:00.000\"}, {\"close\": 104335.4, \"datetime\": \"2025-06-06T21:00:00.000\"}, {\"close\": 104425.7, \"datetime\": \"2025-06-06T22:00:00.000\"}, {\"close\": 104240.0, \"datetime\": \"2025-06-06T23:00:00.000\"}, {\"close\": 104470.5, \"datetime\": \"2025-06-07T00:00:00.000\"}, {\"close\": 104386.5, \"datetime\": \"2025-06-07T01:00:00.000\"}, {\"close\": 104475.2, \"datetime\": \"2025-06-07T02:00:00.000\"}, {\"close\": 104822.4, \"datetime\": \"2025-06-07T03:00:00.000\"}, {\"close\": 104765.0, \"datetime\": \"2025-06-07T04:00:00.000\"}, {\"close\": 104823.5, \"datetime\": \"2025-06-07T05:00:00.000\"}, {\"close\": 105272.2, \"datetime\": \"2025-06-07T06:00:00.000\"}, {\"close\": 104813.6, \"datetime\": \"2025-06-07T07:00:00.000\"}, {\"close\": 104692.3, \"datetime\": \"2025-06-07T08:00:00.000\"}, {\"close\": 104788.2, \"datetime\": \"2025-06-07T09:00:00.000\"}, {\"close\": 105090.9, \"datetime\": \"2025-06-07T10:00:00.000\"}, {\"close\": 105094.5, \"datetime\": \"2025-06-07T11:00:00.000\"}, {\"close\": 105402.9, \"datetime\": \"2025-06-07T12:00:00.000\"}, {\"close\": 105550.5, \"datetime\": \"2025-06-07T13:00:00.000\"}, {\"close\": 105370.1, \"datetime\": \"2025-06-07T14:00:00.000\"}, {\"close\": 105507.9, \"datetime\": \"2025-06-07T15:00:00.000\"}, {\"close\": 105302.0, \"datetime\": \"2025-06-07T16:00:00.000\"}, {\"close\": 105348.4, \"datetime\": \"2025-06-07T17:00:00.000\"}, {\"close\": 105574.8, \"datetime\": \"2025-06-07T18:00:00.000\"}, {\"close\": 105694.2, \"datetime\": \"2025-06-07T19:00:00.000\"}, {\"close\": 105800.0, \"datetime\": \"2025-06-07T20:00:00.000\"}, {\"close\": 105713.6, \"datetime\": \"2025-06-07T21:00:00.000\"}, {\"close\": 105764.9, \"datetime\": \"2025-06-07T22:00:00.000\"}, {\"close\": 105507.5, \"datetime\": \"2025-06-07T23:00:00.000\"}, {\"close\": 105427.6, \"datetime\": \"2025-06-08T00:00:00.000\"}, {\"close\": 105644.5, \"datetime\": \"2025-06-08T01:00:00.000\"}, {\"close\": 105399.7, \"datetime\": \"2025-06-08T02:00:00.000\"}, {\"close\": 105436.4, \"datetime\": \"2025-06-08T03:00:00.000\"}, {\"close\": 105565.8, \"datetime\": \"2025-06-08T04:00:00.000\"}, {\"close\": 105386.4, \"datetime\": \"2025-06-08T05:00:00.000\"}, {\"close\": 105395.4, \"datetime\": \"2025-06-08T06:00:00.000\"}, {\"close\": 105380.4, \"datetime\": \"2025-06-08T07:00:00.000\"}, {\"close\": 105327.1, \"datetime\": \"2025-06-08T08:00:00.000\"}, {\"close\": 105093.5, \"datetime\": \"2025-06-08T09:00:00.000\"}, {\"close\": 105298.4, \"datetime\": \"2025-06-08T10:00:00.000\"}, {\"close\": 105619.2, \"datetime\": \"2025-06-08T11:00:00.000\"}, {\"close\": 105657.7, \"datetime\": \"2025-06-08T12:00:00.000\"}, {\"close\": 105558.8, \"datetime\": \"2025-06-08T13:00:00.000\"}, {\"close\": 105766.8, \"datetime\": \"2025-06-08T14:00:00.000\"}, {\"close\": 105917.5, \"datetime\": \"2025-06-08T15:00:00.000\"}, {\"close\": 106133.4, \"datetime\": \"2025-06-08T16:00:00.000\"}, {\"close\": 106030.1, \"datetime\": \"2025-06-08T17:00:00.000\"}, {\"close\": 106249.5, \"datetime\": \"2025-06-08T18:00:00.000\"}, {\"close\": 106242.6, \"datetime\": \"2025-06-08T19:00:00.000\"}, {\"close\": 106098.9, \"datetime\": \"2025-06-08T20:00:00.000\"}, {\"close\": 106271.0, \"datetime\": \"2025-06-08T21:00:00.000\"}, {\"close\": 105710.3, \"datetime\": \"2025-06-08T22:00:00.000\"}, {\"close\": 105676.5, \"datetime\": \"2025-06-08T23:00:00.000\"}, {\"close\": 105651.4, \"datetime\": \"2025-06-09T00:00:00.000\"}, {\"close\": 105476.4, \"datetime\": \"2025-06-09T01:00:00.000\"}, {\"close\": 105512.8, \"datetime\": \"2025-06-09T02:00:00.000\"}, {\"close\": 105617.0, \"datetime\": \"2025-06-09T03:00:00.000\"}, {\"close\": 105395.4, \"datetime\": \"2025-06-09T04:00:00.000\"}, {\"close\": 105328.8, \"datetime\": \"2025-06-09T05:00:00.000\"}, {\"close\": 105646.6, \"datetime\": \"2025-06-09T06:00:00.000\"}, {\"close\": 105516.7, \"datetime\": \"2025-06-09T07:00:00.000\"}, {\"close\": 105889.8, \"datetime\": \"2025-06-09T08:00:00.000\"}, {\"close\": 106562.0, \"datetime\": \"2025-06-09T09:00:00.000\"}, {\"close\": 107136.3, \"datetime\": \"2025-06-09T10:00:00.000\"}, {\"close\": 107707.9, \"datetime\": \"2025-06-09T11:00:00.000\"}, {\"close\": 107695.6, \"datetime\": \"2025-06-09T12:00:00.000\"}, {\"close\": 106971.0, \"datetime\": \"2025-06-09T13:00:00.000\"}, {\"close\": 107561.2, \"datetime\": \"2025-06-09T14:00:00.000\"}, {\"close\": 107564.3, \"datetime\": \"2025-06-09T15:00:00.000\"}, {\"close\": 107647.6, \"datetime\": \"2025-06-09T16:00:00.000\"}, {\"close\": 108282.7, \"datetime\": \"2025-06-09T17:00:00.000\"}, {\"close\": 108386.2, \"datetime\": \"2025-06-09T18:00:00.000\"}, {\"close\": 108515.1, \"datetime\": \"2025-06-09T19:00:00.000\"}, {\"close\": 108637.2, \"datetime\": \"2025-06-09T20:00:00.000\"}, {\"close\": 109935.8, \"datetime\": \"2025-06-09T21:00:00.000\"}, {\"close\": 110132.4, \"datetime\": \"2025-06-09T22:00:00.000\"}, {\"close\": 110227.9, \"datetime\": \"2025-06-09T23:00:00.000\"}, {\"close\": 109870.5, \"datetime\": \"2025-06-10T00:00:00.000\"}, {\"close\": 109742.7, \"datetime\": \"2025-06-10T01:00:00.000\"}, {\"close\": 109608.5, \"datetime\": \"2025-06-10T02:00:00.000\"}, {\"close\": 109525.8, \"datetime\": \"2025-06-10T03:00:00.000\"}, {\"close\": 109486.8, \"datetime\": \"2025-06-10T04:00:00.000\"}, {\"close\": 109271.7, \"datetime\": \"2025-06-10T05:00:00.000\"}, {\"close\": 109460.1, \"datetime\": \"2025-06-10T06:00:00.000\"}, {\"close\": 109178.0, \"datetime\": \"2025-06-10T07:00:00.000\"}, {\"close\": 109051.5, \"datetime\": \"2025-06-10T08:00:00.000\"}, {\"close\": 109475.5, \"datetime\": \"2025-06-10T09:00:00.000\"}, {\"close\": 109262.0, \"datetime\": \"2025-06-10T10:00:00.000\"}, {\"close\": 109498.1, \"datetime\": \"2025-06-10T11:00:00.000\"}, {\"close\": 109644.6, \"datetime\": \"2025-06-10T12:00:00.000\"}, {\"close\": 109266.9, \"datetime\": \"2025-06-10T13:00:00.000\"}, {\"close\": 108579.1, \"datetime\": \"2025-06-10T14:00:00.000\"}, {\"close\": 108975.3, \"datetime\": \"2025-06-10T15:00:00.000\"}, {\"close\": 108680.4, \"datetime\": \"2025-06-10T16:00:00.000\"}, {\"close\": 108668.0, \"datetime\": \"2025-06-10T17:00:00.000\"}, {\"close\": 109230.0, \"datetime\": \"2025-06-10T18:00:00.000\"}, {\"close\": 109460.0, \"datetime\": \"2025-06-10T19:00:00.000\"}, {\"close\": 109910.6, \"datetime\": \"2025-06-10T20:00:00.000\"}, {\"close\": 109813.4, \"datetime\": \"2025-06-10T21:00:00.000\"}, {\"close\": 109688.4, \"datetime\": \"2025-06-10T22:00:00.000\"}, {\"close\": 110235.4, \"datetime\": \"2025-06-10T23:00:00.000\"}, {\"close\": 109782.5, \"datetime\": \"2025-06-11T00:00:00.000\"}, {\"close\": 109562.6, \"datetime\": \"2025-06-11T01:00:00.000\"}, {\"close\": 109642.1, \"datetime\": \"2025-06-11T02:00:00.000\"}, {\"close\": 109664.1, \"datetime\": \"2025-06-11T03:00:00.000\"}, {\"close\": 109521.8, \"datetime\": \"2025-06-11T04:00:00.000\"}, {\"close\": 109423.8, \"datetime\": \"2025-06-11T05:00:00.000\"}, {\"close\": 109555.6, \"datetime\": \"2025-06-11T06:00:00.000\"}, {\"close\": 109396.9, \"datetime\": \"2025-06-11T07:00:00.000\"}, {\"close\": 109522.1, \"datetime\": \"2025-06-11T08:00:00.000\"}, {\"close\": 109219.1, \"datetime\": \"2025-06-11T09:00:00.000\"}, {\"close\": 109322.4, \"datetime\": \"2025-06-11T10:00:00.000\"}, {\"close\": 109200.1, \"datetime\": \"2025-06-11T11:00:00.000\"}, {\"close\": 109663.6, \"datetime\": \"2025-06-11T12:00:00.000\"}, {\"close\": 109631.5, \"datetime\": \"2025-06-11T13:00:00.000\"}, {\"close\": 109831.2, \"datetime\": \"2025-06-11T14:00:00.000\"}, {\"close\": 109694.8, \"datetime\": \"2025-06-11T15:00:00.000\"}, {\"close\": 109399.8, \"datetime\": \"2025-06-11T16:00:00.000\"}, {\"close\": 108933.6, \"datetime\": \"2025-06-11T17:00:00.000\"}, {\"close\": 108749.8, \"datetime\": \"2025-06-11T18:00:00.000\"}, {\"close\": 108684.5, \"datetime\": \"2025-06-11T19:00:00.000\"}, {\"close\": 108860.4, \"datetime\": \"2025-06-11T20:00:00.000\"}, {\"close\": 108445.1, \"datetime\": \"2025-06-11T21:00:00.000\"}, {\"close\": 108399.5, \"datetime\": \"2025-06-11T22:00:00.000\"}, {\"close\": 108600.0, \"datetime\": \"2025-06-11T23:00:00.000\"}, {\"close\": 108674.0, \"datetime\": \"2025-06-12T00:00:00.000\"}, {\"close\": 108481.4, \"datetime\": \"2025-06-12T01:00:00.000\"}, {\"close\": 108337.0, \"datetime\": \"2025-06-12T02:00:00.000\"}, {\"close\": 107820.5, \"datetime\": \"2025-06-12T03:00:00.000\"}, {\"close\": 107720.5, \"datetime\": \"2025-06-12T04:00:00.000\"}, {\"close\": 107704.2, \"datetime\": \"2025-06-12T05:00:00.000\"}, {\"close\": 107855.2, \"datetime\": \"2025-06-12T06:00:00.000\"}, {\"close\": 107577.0, \"datetime\": \"2025-06-12T07:00:00.000\"}, {\"close\": 107685.9, \"datetime\": \"2025-06-12T08:00:00.000\"}, {\"close\": 107459.8, \"datetime\": \"2025-06-12T09:00:00.000\"}, {\"close\": 107283.0, \"datetime\": \"2025-06-12T10:00:00.000\"}, {\"close\": 106862.9, \"datetime\": \"2025-06-12T11:00:00.000\"}, {\"close\": 106939.2, \"datetime\": \"2025-06-12T12:00:00.000\"}, {\"close\": 107015.9, \"datetime\": \"2025-06-12T13:00:00.000\"}, {\"close\": 107560.0, \"datetime\": \"2025-06-12T14:00:00.000\"}, {\"close\": 106960.6, \"datetime\": \"2025-06-12T15:00:00.000\"}, {\"close\": 107686.3, \"datetime\": \"2025-06-12T16:00:00.000\"}, {\"close\": 108239.7, \"datetime\": \"2025-06-12T17:00:00.000\"}, {\"close\": 107520.5, \"datetime\": \"2025-06-12T18:00:00.000\"}, {\"close\": 106749.6, \"datetime\": \"2025-06-12T19:00:00.000\"}, {\"close\": 105913.4, \"datetime\": \"2025-06-12T20:00:00.000\"}, {\"close\": 105827.8, \"datetime\": \"2025-06-12T21:00:00.000\"}, {\"close\": 105830.6, \"datetime\": \"2025-06-12T22:00:00.000\"}, {\"close\": 105609.5, \"datetime\": \"2025-06-12T23:00:00.000\"}, {\"close\": 103733.7, \"datetime\": \"2025-06-13T00:00:00.000\"}, {\"close\": 103714.9, \"datetime\": \"2025-06-13T01:00:00.000\"}, {\"close\": 103596.6, \"datetime\": \"2025-06-13T02:00:00.000\"}, {\"close\": 104233.9, \"datetime\": \"2025-06-13T03:00:00.000\"}, {\"close\": 104353.6, \"datetime\": \"2025-06-13T04:00:00.000\"}, {\"close\": 103950.8, \"datetime\": \"2025-06-13T05:00:00.000\"}, {\"close\": 104667.2, \"datetime\": \"2025-06-13T06:00:00.000\"}, {\"close\": 104831.4, \"datetime\": \"2025-06-13T07:00:00.000\"}, {\"close\": 104679.3, \"datetime\": \"2025-06-13T08:00:00.000\"}, {\"close\": 104775.9, \"datetime\": \"2025-06-13T09:00:00.000\"}, {\"close\": 104816.9, \"datetime\": \"2025-06-13T10:00:00.000\"}, {\"close\": 104989.9, \"datetime\": \"2025-06-13T11:00:00.000\"}, {\"close\": 104796.9, \"datetime\": \"2025-06-13T12:00:00.000\"}, {\"close\": 104685.4, \"datetime\": \"2025-06-13T13:00:00.000\"}, {\"close\": 104916.2, \"datetime\": \"2025-06-13T14:00:00.000\"}, {\"close\": 105391.9, \"datetime\": \"2025-06-13T15:00:00.000\"}, {\"close\": 105729.6, \"datetime\": \"2025-06-13T16:00:00.000\"}, {\"close\": 105327.0, \"datetime\": \"2025-06-13T17:00:00.000\"}, {\"close\": 105132.1, \"datetime\": \"2025-06-13T18:00:00.000\"}, {\"close\": 105050.0, \"datetime\": \"2025-06-13T19:00:00.000\"}, {\"close\": 105380.8, \"datetime\": \"2025-06-13T20:00:00.000\"}, {\"close\": 105559.2, \"datetime\": \"2025-06-13T21:00:00.000\"}, {\"close\": 105700.9, \"datetime\": \"2025-06-13T22:00:00.000\"}, {\"close\": 106027.3, \"datetime\": \"2025-06-13T23:00:00.000\"}, {\"close\": 105756.3, \"datetime\": \"2025-06-14T00:00:00.000\"}, {\"close\": 105420.5, \"datetime\": \"2025-06-14T01:00:00.000\"}, {\"close\": 105337.4, \"datetime\": \"2025-06-14T02:00:00.000\"}, {\"close\": 105189.4, \"datetime\": \"2025-06-14T03:00:00.000\"}, {\"close\": 105323.7, \"datetime\": \"2025-06-14T04:00:00.000\"}, {\"close\": 105237.8, \"datetime\": \"2025-06-14T05:00:00.000\"}, {\"close\": 105054.0, \"datetime\": \"2025-06-14T06:00:00.000\"}, {\"close\": 105025.1, \"datetime\": \"2025-06-14T07:00:00.000\"}, {\"close\": 105050.1, \"datetime\": \"2025-06-14T08:00:00.000\"}, {\"close\": 104815.0, \"datetime\": \"2025-06-14T09:00:00.000\"}, {\"close\": 104953.3, \"datetime\": \"2025-06-14T10:00:00.000\"}, {\"close\": 105030.6, \"datetime\": \"2025-06-14T11:00:00.000\"}, {\"close\": 105000.1, \"datetime\": \"2025-06-14T12:00:00.000\"}, {\"close\": 104961.5, \"datetime\": \"2025-06-14T13:00:00.000\"}, {\"close\": 104867.5, \"datetime\": \"2025-06-14T14:00:00.000\"}, {\"close\": 104783.4, \"datetime\": \"2025-06-14T15:00:00.000\"}, {\"close\": 104400.8, \"datetime\": \"2025-06-14T16:00:00.000\"}, {\"close\": 104555.6, \"datetime\": \"2025-06-14T17:00:00.000\"}, {\"close\": 104842.8, \"datetime\": \"2025-06-14T18:00:00.000\"}, {\"close\": 104582.3, \"datetime\": \"2025-06-14T19:00:00.000\"}, {\"close\": 104833.4, \"datetime\": \"2025-06-14T20:00:00.000\"}, {\"close\": 105269.1, \"datetime\": \"2025-06-14T21:00:00.000\"}, {\"close\": 105381.3, \"datetime\": \"2025-06-14T22:00:00.000\"}, {\"close\": 105359.9, \"datetime\": \"2025-06-14T23:00:00.000\"}, {\"close\": 105587.4, \"datetime\": \"2025-06-15T00:00:00.000\"}, {\"close\": 105361.9, \"datetime\": \"2025-06-15T01:00:00.000\"}, {\"close\": 105421.6, \"datetime\": \"2025-06-15T02:00:00.000\"}, {\"close\": 105425.6, \"datetime\": \"2025-06-15T03:00:00.000\"}, {\"close\": 105510.0, \"datetime\": \"2025-06-15T04:00:00.000\"}, {\"close\": 106031.0, \"datetime\": \"2025-06-15T05:00:00.000\"}, {\"close\": 105391.0, \"datetime\": \"2025-06-15T06:00:00.000\"}, {\"close\": 105374.1, \"datetime\": \"2025-06-15T07:00:00.000\"}, {\"close\": 105149.7, \"datetime\": \"2025-06-15T08:00:00.000\"}, {\"close\": 104882.0, \"datetime\": \"2025-06-15T09:00:00.000\"}, {\"close\": 105075.2, \"datetime\": \"2025-06-15T10:00:00.000\"}, {\"close\": 104924.5, \"datetime\": \"2025-06-15T11:00:00.000\"}, {\"close\": 105250.0, \"datetime\": \"2025-06-15T12:00:00.000\"}, {\"close\": 105477.7, \"datetime\": \"2025-06-15T13:00:00.000\"}, {\"close\": 105620.0, \"datetime\": \"2025-06-15T14:00:00.000\"}, {\"close\": 105526.0, \"datetime\": \"2025-06-15T15:00:00.000\"}, {\"close\": 105525.9, \"datetime\": \"2025-06-15T16:00:00.000\"}, {\"close\": 105640.8, \"datetime\": \"2025-06-15T17:00:00.000\"}, {\"close\": 105437.3, \"datetime\": \"2025-06-15T18:00:00.000\"}, {\"close\": 105252.0, \"datetime\": \"2025-06-15T19:00:00.000\"}, {\"close\": 104688.8, \"datetime\": \"2025-06-15T20:00:00.000\"}, {\"close\": 104744.8, \"datetime\": \"2025-06-15T21:00:00.000\"}, {\"close\": 105210.1, \"datetime\": \"2025-06-15T22:00:00.000\"}, {\"close\": 105534.6, \"datetime\": \"2025-06-15T23:00:00.000\"}, {\"close\": 105378.7, \"datetime\": \"2025-06-16T00:00:00.000\"}, {\"close\": 105756.5, \"datetime\": \"2025-06-16T01:00:00.000\"}, {\"close\": 105734.9, \"datetime\": \"2025-06-16T02:00:00.000\"}, {\"close\": 105865.6, \"datetime\": \"2025-06-16T03:00:00.000\"}, {\"close\": 106349.3, \"datetime\": \"2025-06-16T04:00:00.000\"}, {\"close\": 106519.9, \"datetime\": \"2025-06-16T05:00:00.000\"}, {\"close\": 106530.8, \"datetime\": \"2025-06-16T06:00:00.000\"}, {\"close\": 107023.8, \"datetime\": \"2025-06-16T07:00:00.000\"}, {\"close\": 107135.1, \"datetime\": \"2025-06-16T08:00:00.000\"}, {\"close\": 106914.2, \"datetime\": \"2025-06-16T09:00:00.000\"}, {\"close\": 106802.9, \"datetime\": \"2025-06-16T10:00:00.000\"}, {\"close\": 106842.5, \"datetime\": \"2025-06-16T11:00:00.000\"}, {\"close\": 106646.8, \"datetime\": \"2025-06-16T12:00:00.000\"}, {\"close\": 107109.0, \"datetime\": \"2025-06-16T13:00:00.000\"}, {\"close\": 107481.1, \"datetime\": \"2025-06-16T14:00:00.000\"}, {\"close\": 107374.9, \"datetime\": \"2025-06-16T15:00:00.000\"}, {\"close\": 107713.6, \"datetime\": \"2025-06-16T16:00:00.000\"}, {\"close\": 107691.1, \"datetime\": \"2025-06-16T17:00:00.000\"}, {\"close\": 108207.1, \"datetime\": \"2025-06-16T18:00:00.000\"}, {\"close\": 108594.2, \"datetime\": \"2025-06-16T19:00:00.000\"}, {\"close\": 108748.6, \"datetime\": \"2025-06-16T20:00:00.000\"}, {\"close\": 108470.9, \"datetime\": \"2025-06-16T21:00:00.000\"}, {\"close\": 107645.6, \"datetime\": \"2025-06-16T22:00:00.000\"}, {\"close\": 106750.1, \"datetime\": \"2025-06-16T23:00:00.000\"}, {\"close\": 107206.5, \"datetime\": \"2025-06-17T00:00:00.000\"}, {\"close\": 107133.3, \"datetime\": \"2025-06-17T01:00:00.000\"}, {\"close\": 107436.3, \"datetime\": \"2025-06-17T02:00:00.000\"}, {\"close\": 107553.3, \"datetime\": \"2025-06-17T03:00:00.000\"}, {\"close\": 107286.9, \"datetime\": \"2025-06-17T04:00:00.000\"}, {\"close\": 107077.1, \"datetime\": \"2025-06-17T05:00:00.000\"}, {\"close\": 106793.4, \"datetime\": \"2025-06-17T06:00:00.000\"}, {\"close\": 106711.1, \"datetime\": \"2025-06-17T07:00:00.000\"}, {\"close\": 106518.8, \"datetime\": \"2025-06-17T08:00:00.000\"}, {\"close\": 106112.2, \"datetime\": \"2025-06-17T09:00:00.000\"}, {\"close\": 105904.7, \"datetime\": \"2025-06-17T10:00:00.000\"}, {\"close\": 105592.9, \"datetime\": \"2025-06-17T11:00:00.000\"}, {\"close\": 105465.1, \"datetime\": \"2025-06-17T12:00:00.000\"}, {\"close\": 105301.4, \"datetime\": \"2025-06-17T13:00:00.000\"}, {\"close\": 104791.6, \"datetime\": \"2025-06-17T14:00:00.000\"}, {\"close\": 104199.2, \"datetime\": \"2025-06-17T15:00:00.000\"}, {\"close\": 103574.2, \"datetime\": \"2025-06-17T16:00:00.000\"}, {\"close\": 103750.0, \"datetime\": \"2025-06-17T17:00:00.000\"}, {\"close\": 104359.6, \"datetime\": \"2025-06-17T18:00:00.000\"}, {\"close\": 104630.6, \"datetime\": \"2025-06-17T19:00:00.000\"}, {\"close\": 104305.7, \"datetime\": \"2025-06-17T20:00:00.000\"}, {\"close\": 104490.0, \"datetime\": \"2025-06-17T21:00:00.000\"}, {\"close\": 104183.4, \"datetime\": \"2025-06-17T22:00:00.000\"}, {\"close\": 104508.0, \"datetime\": \"2025-06-17T23:00:00.000\"}, {\"close\": 104787.3, \"datetime\": \"2025-06-18T00:00:00.000\"}, {\"close\": 104726.7, \"datetime\": \"2025-06-18T01:00:00.000\"}, {\"close\": 104800.3, \"datetime\": \"2025-06-18T02:00:00.000\"}, {\"close\": 105132.2, \"datetime\": \"2025-06-18T03:00:00.000\"}, {\"close\": 105399.6, \"datetime\": \"2025-06-18T04:00:00.000\"}, {\"close\": 105360.0, \"datetime\": \"2025-06-18T05:00:00.000\"}, {\"close\": 104916.4, \"datetime\": \"2025-06-18T06:00:00.000\"}, {\"close\": 104925.7, \"datetime\": \"2025-06-18T07:00:00.000\"}, {\"close\": 104905.2, \"datetime\": \"2025-06-18T08:00:00.000\"}, {\"close\": 104650.6, \"datetime\": \"2025-06-18T09:00:00.000\"}, {\"close\": 104218.8, \"datetime\": \"2025-06-18T10:00:00.000\"}, {\"close\": 104791.2, \"datetime\": \"2025-06-18T11:00:00.000\"}, {\"close\": 104478.5, \"datetime\": \"2025-06-18T12:00:00.000\"}, {\"close\": 104400.2, \"datetime\": \"2025-06-18T13:00:00.000\"}, {\"close\": 104576.1, \"datetime\": \"2025-06-18T14:00:00.000\"}, {\"close\": 104744.2, \"datetime\": \"2025-06-18T15:00:00.000\"}, {\"close\": 104363.8, \"datetime\": \"2025-06-18T16:00:00.000\"}, {\"close\": 104289.7, \"datetime\": \"2025-06-18T17:00:00.000\"}, {\"close\": 103564.0, \"datetime\": \"2025-06-18T18:00:00.000\"}, {\"close\": 103773.3, \"datetime\": \"2025-06-18T19:00:00.000\"}, {\"close\": 104761.4, \"datetime\": \"2025-06-18T20:00:00.000\"}, {\"close\": 105039.6, \"datetime\": \"2025-06-18T21:00:00.000\"}, {\"close\": 104770.9, \"datetime\": \"2025-06-18T22:00:00.000\"}, {\"close\": 104832.8, \"datetime\": \"2025-06-18T23:00:00.000\"}, {\"close\": 104899.9, \"datetime\": \"2025-06-19T00:00:00.000\"}, {\"close\": 104557.8, \"datetime\": \"2025-06-19T01:00:00.000\"}, {\"close\": 104668.0, \"datetime\": \"2025-06-19T02:00:00.000\"}, {\"close\": 105054.4, \"datetime\": \"2025-06-19T03:00:00.000\"}, {\"close\": 105032.9, \"datetime\": \"2025-06-19T04:00:00.000\"}, {\"close\": 104842.2, \"datetime\": \"2025-06-19T05:00:00.000\"}, {\"close\": 104658.8, \"datetime\": \"2025-06-19T06:00:00.000\"}, {\"close\": 104585.9, \"datetime\": \"2025-06-19T07:00:00.000\"}, {\"close\": 104681.0, \"datetime\": \"2025-06-19T08:00:00.000\"}, {\"close\": 104946.4, \"datetime\": \"2025-06-19T09:00:00.000\"}, {\"close\": 104861.6, \"datetime\": \"2025-06-19T10:00:00.000\"}, {\"close\": 104717.7, \"datetime\": \"2025-06-19T11:00:00.000\"}, {\"close\": 104697.9, \"datetime\": \"2025-06-19T12:00:00.000\"}, {\"close\": 104239.9, \"datetime\": \"2025-06-19T13:00:00.000\"}, {\"close\": 104106.4, \"datetime\": \"2025-06-19T14:00:00.000\"}, {\"close\": 104055.1, \"datetime\": \"2025-06-19T15:00:00.000\"}, {\"close\": 103964.6, \"datetime\": \"2025-06-19T16:00:00.000\"}, {\"close\": 104483.1, \"datetime\": \"2025-06-19T17:00:00.000\"}, {\"close\": 104353.4, \"datetime\": \"2025-06-19T18:00:00.000\"}, {\"close\": 104202.6, \"datetime\": \"2025-06-19T19:00:00.000\"}, {\"close\": 104223.0, \"datetime\": \"2025-06-19T20:00:00.000\"}, {\"close\": 104275.5, \"datetime\": \"2025-06-19T21:00:00.000\"}, {\"close\": 104546.9, \"datetime\": \"2025-06-19T22:00:00.000\"}, {\"close\": 104607.1, \"datetime\": \"2025-06-19T23:00:00.000\"}, {\"close\": 104647.9, \"datetime\": \"2025-06-20T00:00:00.000\"}, {\"close\": 104732.9, \"datetime\": \"2025-06-20T01:00:00.000\"}, {\"close\": 104584.4, \"datetime\": \"2025-06-20T02:00:00.000\"}, {\"close\": 104555.1, \"datetime\": \"2025-06-20T03:00:00.000\"}, {\"close\": 104219.2, \"datetime\": \"2025-06-20T04:00:00.000\"}, {\"close\": 104549.0, \"datetime\": \"2025-06-20T05:00:00.000\"}, {\"close\": 104679.3, \"datetime\": \"2025-06-20T06:00:00.000\"}, {\"close\": 105763.5, \"datetime\": \"2025-06-20T07:00:00.000\"}, {\"close\": 105910.1, \"datetime\": \"2025-06-20T08:00:00.000\"}, {\"close\": 105897.7, \"datetime\": \"2025-06-20T09:00:00.000\"}, {\"close\": 105916.5, \"datetime\": \"2025-06-20T10:00:00.000\"}, {\"close\": 105928.6, \"datetime\": \"2025-06-20T11:00:00.000\"}, {\"close\": 105931.7, \"datetime\": \"2025-06-20T12:00:00.000\"}, {\"close\": 105607.7, \"datetime\": \"2025-06-20T13:00:00.000\"}, {\"close\": 103872.7, \"datetime\": \"2025-06-20T14:00:00.000\"}, {\"close\": 104168.5, \"datetime\": \"2025-06-20T15:00:00.000\"}, {\"close\": 103630.3, \"datetime\": \"2025-06-20T16:00:00.000\"}, {\"close\": 103216.6, \"datetime\": \"2025-06-20T17:00:00.000\"}, {\"close\": 103127.9, \"datetime\": \"2025-06-20T18:00:00.000\"}, {\"close\": 103263.9, \"datetime\": \"2025-06-20T19:00:00.000\"}, {\"close\": 103655.3, \"datetime\": \"2025-06-20T20:00:00.000\"}, {\"close\": 103492.0, \"datetime\": \"2025-06-20T21:00:00.000\"}, {\"close\": 103064.2, \"datetime\": \"2025-06-20T22:00:00.000\"}, {\"close\": 103246.1, \"datetime\": \"2025-06-20T23:00:00.000\"}, {\"close\": 103196.9, \"datetime\": \"2025-06-21T00:00:00.000\"}, {\"close\": 103464.6, \"datetime\": \"2025-06-21T01:00:00.000\"}, {\"close\": 103448.8, \"datetime\": \"2025-06-21T02:00:00.000\"}, {\"close\": 103434.5, \"datetime\": \"2025-06-21T03:00:00.000\"}, {\"close\": 103339.4, \"datetime\": \"2025-06-21T04:00:00.000\"}, {\"close\": 103371.4, \"datetime\": \"2025-06-21T05:00:00.000\"}, {\"close\": 103519.3, \"datetime\": \"2025-06-21T06:00:00.000\"}, {\"close\": 103402.2, \"datetime\": \"2025-06-21T07:00:00.000\"}, {\"close\": 103767.3, \"datetime\": \"2025-06-21T08:00:00.000\"}, {\"close\": 103797.9, \"datetime\": \"2025-06-21T09:00:00.000\"}, {\"close\": 103787.1, \"datetime\": \"2025-06-21T10:00:00.000\"}, {\"close\": 103827.5, \"datetime\": \"2025-06-21T11:00:00.000\"}, {\"close\": 103752.6, \"datetime\": \"2025-06-21T12:00:00.000\"}, {\"close\": 103528.4, \"datetime\": \"2025-06-21T13:00:00.000\"}, {\"close\": 103507.3, \"datetime\": \"2025-06-21T14:00:00.000\"}, {\"close\": 103516.7, \"datetime\": \"2025-06-21T15:00:00.000\"}, {\"close\": 103443.0, \"datetime\": \"2025-06-21T16:00:00.000\"}, {\"close\": 103144.0, \"datetime\": \"2025-06-21T17:00:00.000\"}, {\"close\": 102620.8, \"datetime\": \"2025-06-21T18:00:00.000\"}, {\"close\": 102207.5, \"datetime\": \"2025-06-21T19:00:00.000\"}, {\"close\": 102724.5, \"datetime\": \"2025-06-21T20:00:00.000\"}, {\"close\": 101392.7, \"datetime\": \"2025-06-21T21:00:00.000\"}, {\"close\": 101732.4, \"datetime\": \"2025-06-21T22:00:00.000\"}, {\"close\": 102079.8, \"datetime\": \"2025-06-21T23:00:00.000\"}, {\"close\": 102815.2, \"datetime\": \"2025-06-22T00:00:00.000\"}, {\"close\": 102360.1, \"datetime\": \"2025-06-22T01:00:00.000\"}, {\"close\": 102310.1, \"datetime\": \"2025-06-22T02:00:00.000\"}, {\"close\": 102340.0, \"datetime\": \"2025-06-22T03:00:00.000\"}, {\"close\": 102508.5, \"datetime\": \"2025-06-22T04:00:00.000\"}, {\"close\": 102812.9, \"datetime\": \"2025-06-22T05:00:00.000\"}, {\"close\": 102711.1, \"datetime\": \"2025-06-22T06:00:00.000\"}, {\"close\": 102399.0, \"datetime\": \"2025-06-22T07:00:00.000\"}, {\"close\": 102673.0, \"datetime\": \"2025-06-22T08:00:00.000\"}, {\"close\": 102158.0, \"datetime\": \"2025-06-22T09:00:00.000\"}, {\"close\": 102449.9, \"datetime\": \"2025-06-22T10:00:00.000\"}, {\"close\": 102693.7, \"datetime\": \"2025-06-22T11:00:00.000\"}, {\"close\": 102709.0, \"datetime\": \"2025-06-22T12:00:00.000\"}, {\"close\": 100810.0, \"datetime\": \"2025-06-22T13:00:00.000\"}, {\"close\": 99584.2, \"datetime\": \"2025-06-22T14:00:00.000\"}, {\"close\": 98849.9, \"datetime\": \"2025-06-22T15:00:00.000\"}, {\"close\": 99607.6, \"datetime\": \"2025-06-22T16:00:00.000\"}, {\"close\": 99428.0, \"datetime\": \"2025-06-22T17:00:00.000\"}, {\"close\": 99384.9, \"datetime\": \"2025-06-22T18:00:00.000\"}, {\"close\": 98829.7, \"datetime\": \"2025-06-22T19:00:00.000\"}, {\"close\": 99493.3, \"datetime\": \"2025-06-22T20:00:00.000\"}, {\"close\": 99136.0, \"datetime\": \"2025-06-22T21:00:00.000\"}, {\"close\": 100915.3, \"datetime\": \"2025-06-22T22:00:00.000\"}, {\"close\": 100904.7, \"datetime\": \"2025-06-22T23:00:00.000\"}, {\"close\": 100849.8, \"datetime\": \"2025-06-23T00:00:00.000\"}, {\"close\": 101047.6, \"datetime\": \"2025-06-23T01:00:00.000\"}, {\"close\": 101240.8, \"datetime\": \"2025-06-23T02:00:00.000\"}, {\"close\": 101104.4, \"datetime\": \"2025-06-23T03:00:00.000\"}, {\"close\": 101122.9, \"datetime\": \"2025-06-23T04:00:00.000\"}, {\"close\": 101710.9, \"datetime\": \"2025-06-23T05:00:00.000\"}, {\"close\": 101885.0, \"datetime\": \"2025-06-23T06:00:00.000\"}, {\"close\": 101874.5, \"datetime\": \"2025-06-23T07:00:00.000\"}, {\"close\": 101820.6, \"datetime\": \"2025-06-23T08:00:00.000\"}, {\"close\": 101519.2, \"datetime\": \"2025-06-23T09:00:00.000\"}, {\"close\": 101421.5, \"datetime\": \"2025-06-23T10:00:00.000\"}, {\"close\": 101248.5, \"datetime\": \"2025-06-23T11:00:00.000\"}, {\"close\": 101642.1, \"datetime\": \"2025-06-23T12:00:00.000\"}, {\"close\": 102306.1, \"datetime\": \"2025-06-23T13:00:00.000\"}, {\"close\": 101585.4, \"datetime\": \"2025-06-23T14:00:00.000\"}, {\"close\": 101369.7, \"datetime\": \"2025-06-23T15:00:00.000\"}, {\"close\": 100642.9, \"datetime\": \"2025-06-23T16:00:00.000\"}, {\"close\": 102435.6, \"datetime\": \"2025-06-23T17:00:00.000\"}, {\"close\": 102879.3, \"datetime\": \"2025-06-23T18:00:00.000\"}, {\"close\": 103114.2, \"datetime\": \"2025-06-23T19:00:00.000\"}, {\"close\": 103687.1, \"datetime\": \"2025-06-23T20:00:00.000\"}, {\"close\": 103640.2, \"datetime\": \"2025-06-23T21:00:00.000\"}, {\"close\": 105485.8, \"datetime\": \"2025-06-23T22:00:00.000\"}, {\"close\": 105290.9, \"datetime\": \"2025-06-23T23:00:00.000\"}, {\"close\": 105086.4, \"datetime\": \"2025-06-24T00:00:00.000\"}, {\"close\": 105383.5, \"datetime\": \"2025-06-24T01:00:00.000\"}, {\"close\": 104721.9, \"datetime\": \"2025-06-24T02:00:00.000\"}, {\"close\": 104870.0, \"datetime\": \"2025-06-24T03:00:00.000\"}, {\"close\": 104776.9, \"datetime\": \"2025-06-24T04:00:00.000\"}, {\"close\": 105343.8, \"datetime\": \"2025-06-24T05:00:00.000\"}, {\"close\": 105607.0, \"datetime\": \"2025-06-24T06:00:00.000\"}, {\"close\": 104891.8, \"datetime\": \"2025-06-24T07:00:00.000\"}, {\"close\": 104958.7, \"datetime\": \"2025-06-24T08:00:00.000\"}, {\"close\": 105152.0, \"datetime\": \"2025-06-24T09:00:00.000\"}, {\"close\": 105224.8, \"datetime\": \"2025-06-24T10:00:00.000\"}, {\"close\": 105134.6, \"datetime\": \"2025-06-24T11:00:00.000\"}, {\"close\": 105146.7, \"datetime\": \"2025-06-24T12:00:00.000\"}, {\"close\": 105030.0, \"datetime\": \"2025-06-24T13:00:00.000\"}, {\"close\": 105455.5, \"datetime\": \"2025-06-24T14:00:00.000\"}, {\"close\": 105184.4, \"datetime\": \"2025-06-24T15:00:00.000\"}, {\"close\": 106160.1, \"datetime\": \"2025-06-24T16:00:00.000\"}, {\"close\": 105991.6, \"datetime\": \"2025-06-24T17:00:00.000\"}, {\"close\": 105471.2, \"datetime\": \"2025-06-24T18:00:00.000\"}, {\"close\": 105582.1, \"datetime\": \"2025-06-24T19:00:00.000\"}, {\"close\": 106020.0, \"datetime\": \"2025-06-24T20:00:00.000\"}, {\"close\": 105930.6, \"datetime\": \"2025-06-24T21:00:00.000\"}, {\"close\": 105957.3, \"datetime\": \"2025-06-24T22:00:00.000\"}, {\"close\": 106034.9, \"datetime\": \"2025-06-24T23:00:00.000\"}, {\"close\": 106343.7, \"datetime\": \"2025-06-25T00:00:00.000\"}, {\"close\": 106327.2, \"datetime\": \"2025-06-25T01:00:00.000\"}, {\"close\": 106420.0, \"datetime\": \"2025-06-25T02:00:00.000\"}, {\"close\": 106177.0, \"datetime\": \"2025-06-25T03:00:00.000\"}, {\"close\": 106138.8, \"datetime\": \"2025-06-25T04:00:00.000\"}, {\"close\": 106159.7, \"datetime\": \"2025-06-25T05:00:00.000\"}, {\"close\": 106352.6, \"datetime\": \"2025-06-25T06:00:00.000\"}, {\"close\": 106547.5, \"datetime\": \"2025-06-25T07:00:00.000\"}, {\"close\": 106599.9, \"datetime\": \"2025-06-25T08:00:00.000\"}, {\"close\": 106589.8, \"datetime\": \"2025-06-25T09:00:00.000\"}, {\"close\": 107068.6, \"datetime\": \"2025-06-25T10:00:00.000\"}, {\"close\": 107136.3, \"datetime\": \"2025-06-25T11:00:00.000\"}, {\"close\": 107177.9, \"datetime\": \"2025-06-25T12:00:00.000\"}, {\"close\": 107870.2, \"datetime\": \"2025-06-25T13:00:00.000\"}, {\"close\": 107559.3, \"datetime\": \"2025-06-25T14:00:00.000\"}, {\"close\": 106982.6, \"datetime\": \"2025-06-25T15:00:00.000\"}, {\"close\": 107087.4, \"datetime\": \"2025-06-25T16:00:00.000\"}, {\"close\": 107344.7, \"datetime\": \"2025-06-25T17:00:00.000\"}, {\"close\": 107356.4, \"datetime\": \"2025-06-25T18:00:00.000\"}, {\"close\": 107698.2, \"datetime\": \"2025-06-25T19:00:00.000\"}, {\"close\": 107717.7, \"datetime\": \"2025-06-25T20:00:00.000\"}, {\"close\": 107505.9, \"datetime\": \"2025-06-25T21:00:00.000\"}, {\"close\": 107222.5, \"datetime\": \"2025-06-25T22:00:00.000\"}, {\"close\": 107280.0, \"datetime\": \"2025-06-25T23:00:00.000\"}, {\"close\": 107269.0, \"datetime\": \"2025-06-26T00:00:00.000\"}, {\"close\": 107570.8, \"datetime\": \"2025-06-26T01:00:00.000\"}, {\"close\": 107878.0, \"datetime\": \"2025-06-26T02:00:00.000\"}, {\"close\": 107809.3, \"datetime\": \"2025-06-26T03:00:00.000\"}, {\"close\": 107792.9, \"datetime\": \"2025-06-26T04:00:00.000\"}, {\"close\": 107588.1, \"datetime\": \"2025-06-26T05:00:00.000\"}, {\"close\": 107702.8, \"datetime\": \"2025-06-26T06:00:00.000\"}, {\"close\": 107768.5, \"datetime\": \"2025-06-26T07:00:00.000\"}, {\"close\": 107699.9, \"datetime\": \"2025-06-26T08:00:00.000\"}, {\"close\": 107263.3, \"datetime\": \"2025-06-26T09:00:00.000\"}, {\"close\": 107329.1, \"datetime\": \"2025-06-26T10:00:00.000\"}, {\"close\": 107272.8, \"datetime\": \"2025-06-26T11:00:00.000\"}, {\"close\": 107059.9, \"datetime\": \"2025-06-26T12:00:00.000\"}, {\"close\": 106905.9, \"datetime\": \"2025-06-26T13:00:00.000\"}, {\"close\": 107393.1, \"datetime\": \"2025-06-26T14:00:00.000\"}, {\"close\": 107260.0, \"datetime\": \"2025-06-26T15:00:00.000\"}, {\"close\": 107149.0, \"datetime\": \"2025-06-26T16:00:00.000\"}, {\"close\": 107136.9, \"datetime\": \"2025-06-26T17:00:00.000\"}, {\"close\": 107331.9, \"datetime\": \"2025-06-26T18:00:00.000\"}, {\"close\": 107476.1, \"datetime\": \"2025-06-26T19:00:00.000\"}, {\"close\": 107727.7, \"datetime\": \"2025-06-26T20:00:00.000\"}, {\"close\": 106969.6, \"datetime\": \"2025-06-26T21:00:00.000\"}, {\"close\": 106941.0, \"datetime\": \"2025-06-26T22:00:00.000\"}, {\"close\": 106913.7, \"datetime\": \"2025-06-26T23:00:00.000\"}, {\"close\": 106623.9, \"datetime\": \"2025-06-27T00:00:00.000\"}, {\"close\": 107069.5, \"datetime\": \"2025-06-27T01:00:00.000\"}, {\"close\": 107194.4, \"datetime\": \"2025-06-27T02:00:00.000\"}, {\"close\": 107428.0, \"datetime\": \"2025-06-27T03:00:00.000\"}, {\"close\": 107453.3, \"datetime\": \"2025-06-27T04:00:00.000\"}, {\"close\": 107211.0, \"datetime\": \"2025-06-27T05:00:00.000\"}, {\"close\": 107229.1, \"datetime\": \"2025-06-27T06:00:00.000\"}, {\"close\": 106816.9, \"datetime\": \"2025-06-27T07:00:00.000\"}, {\"close\": 106951.0, \"datetime\": \"2025-06-27T08:00:00.000\"}, {\"close\": 107042.6, \"datetime\": \"2025-06-27T09:00:00.000\"}, {\"close\": 106953.5, \"datetime\": \"2025-06-27T10:00:00.000\"}, {\"close\": 106943.7, \"datetime\": \"2025-06-27T11:00:00.000\"}, {\"close\": 106631.7, \"datetime\": \"2025-06-27T12:00:00.000\"}, {\"close\": 106775.5, \"datetime\": \"2025-06-27T13:00:00.000\"}, {\"close\": 106508.7, \"datetime\": \"2025-06-27T14:00:00.000\"}, {\"close\": 107261.3, \"datetime\": \"2025-06-27T15:00:00.000\"}, {\"close\": 107418.8, \"datetime\": \"2025-06-27T16:00:00.000\"}, {\"close\": 106809.2, \"datetime\": \"2025-06-27T17:00:00.000\"}, {\"close\": 106649.5, \"datetime\": \"2025-06-27T18:00:00.000\"}, {\"close\": 106748.1, \"datetime\": \"2025-06-27T19:00:00.000\"}, {\"close\": 107066.7, \"datetime\": \"2025-06-27T20:00:00.000\"}, {\"close\": 106998.4, \"datetime\": \"2025-06-27T21:00:00.000\"}, {\"close\": 107047.7, \"datetime\": \"2025-06-27T22:00:00.000\"}, {\"close\": 107010.7, \"datetime\": \"2025-06-27T23:00:00.000\"}, {\"close\": 107006.4, \"datetime\": \"2025-06-28T00:00:00.000\"}, {\"close\": 107022.1, \"datetime\": \"2025-06-28T01:00:00.000\"}, {\"close\": 107061.8, \"datetime\": \"2025-06-28T02:00:00.000\"}, {\"close\": 107248.0, \"datetime\": \"2025-06-28T03:00:00.000\"}, {\"close\": 107143.1, \"datetime\": \"2025-06-28T04:00:00.000\"}, {\"close\": 107242.2, \"datetime\": \"2025-06-28T05:00:00.000\"}, {\"close\": 107364.2, \"datetime\": \"2025-06-28T06:00:00.000\"}, {\"close\": 107433.0, \"datetime\": \"2025-06-28T07:00:00.000\"}, {\"close\": 107329.8, \"datetime\": \"2025-06-28T08:00:00.000\"}, {\"close\": 107251.8, \"datetime\": \"2025-06-28T09:00:00.000\"}, {\"close\": 107214.0, \"datetime\": \"2025-06-28T10:00:00.000\"}, {\"close\": 107320.3, \"datetime\": \"2025-06-28T11:00:00.000\"}, {\"close\": 107281.1, \"datetime\": \"2025-06-28T12:00:00.000\"}, {\"close\": 107066.5, \"datetime\": \"2025-06-28T13:00:00.000\"}, {\"close\": 107150.8, \"datetime\": \"2025-06-28T14:00:00.000\"}, {\"close\": 107407.6, \"datetime\": \"2025-06-28T15:00:00.000\"}, {\"close\": 107250.2, \"datetime\": \"2025-06-28T16:00:00.000\"}, {\"close\": 107424.5, \"datetime\": \"2025-06-28T17:00:00.000\"}, {\"close\": 107277.7, \"datetime\": \"2025-06-28T18:00:00.000\"}, {\"close\": 107162.5, \"datetime\": \"2025-06-28T19:00:00.000\"}, {\"close\": 107108.2, \"datetime\": \"2025-06-28T20:00:00.000\"}, {\"close\": 107270.1, \"datetime\": \"2025-06-28T21:00:00.000\"}, {\"close\": 107309.0, \"datetime\": \"2025-06-28T22:00:00.000\"}, {\"close\": 107241.0, \"datetime\": \"2025-06-28T23:00:00.000\"}, {\"close\": 107421.4, \"datetime\": \"2025-06-29T00:00:00.000\"}, {\"close\": 107269.4, \"datetime\": \"2025-06-29T01:00:00.000\"}, {\"close\": 107252.2, \"datetime\": \"2025-06-29T02:00:00.000\"}, {\"close\": 107156.5, \"datetime\": \"2025-06-29T03:00:00.000\"}, {\"close\": 107220.2, \"datetime\": \"2025-06-29T04:00:00.000\"}, {\"close\": 107260.0, \"datetime\": \"2025-06-29T05:00:00.000\"}, {\"close\": 107328.8, \"datetime\": \"2025-06-29T06:00:00.000\"}, {\"close\": 107367.2, \"datetime\": \"2025-06-29T07:00:00.000\"}, {\"close\": 107658.0, \"datetime\": \"2025-06-29T08:00:00.000\"}, {\"close\": 107852.1, \"datetime\": \"2025-06-29T09:00:00.000\"}, {\"close\": 108121.5, \"datetime\": \"2025-06-29T10:00:00.000\"}, {\"close\": 108448.3, \"datetime\": \"2025-06-29T11:00:00.000\"}, {\"close\": 108151.6, \"datetime\": \"2025-06-29T12:00:00.000\"}, {\"close\": 108013.0, \"datetime\": \"2025-06-29T13:00:00.000\"}, {\"close\": 107893.9, \"datetime\": \"2025-06-29T14:00:00.000\"}, {\"close\": 107686.9, \"datetime\": \"2025-06-29T15:00:00.000\"}, {\"close\": 107494.4, \"datetime\": \"2025-06-29T16:00:00.000\"}, {\"close\": 107485.4, \"datetime\": \"2025-06-29T17:00:00.000\"}, {\"close\": 107570.5, \"datetime\": \"2025-06-29T18:00:00.000\"}, {\"close\": 107346.5, \"datetime\": \"2025-06-29T19:00:00.000\"}, {\"close\": 107300.1, \"datetime\": \"2025-06-29T20:00:00.000\"}, {\"close\": 107499.6, \"datetime\": \"2025-06-29T21:00:00.000\"}, {\"close\": 108041.5, \"datetime\": \"2025-06-29T22:00:00.000\"}, {\"close\": 108309.8, \"datetime\": \"2025-06-29T23:00:00.000\"}, {\"close\": 108665.5, \"datetime\": \"2025-06-30T00:00:00.000\"}, {\"close\": 108455.2, \"datetime\": \"2025-06-30T01:00:00.000\"}, {\"close\": 108441.2, \"datetime\": \"2025-06-30T02:00:00.000\"}, {\"close\": 108466.7, \"datetime\": \"2025-06-30T03:00:00.000\"}, {\"close\": 108274.1, \"datetime\": \"2025-06-30T04:00:00.000\"}, {\"close\": 108232.9, \"datetime\": \"2025-06-30T05:00:00.000\"}, {\"close\": 107504.5, \"datetime\": \"2025-06-30T06:00:00.000\"}, {\"close\": 107562.6, \"datetime\": \"2025-06-30T07:00:00.000\"}, {\"close\": 107454.9, \"datetime\": \"2025-06-30T08:00:00.000\"}, {\"close\": 107428.0, \"datetime\": \"2025-06-30T09:00:00.000\"}, {\"close\": 107586.8, \"datetime\": \"2025-06-30T10:00:00.000\"}, {\"close\": 107608.1, \"datetime\": \"2025-06-30T11:00:00.000\"}, {\"close\": 107526.9, \"datetime\": \"2025-06-30T12:00:00.000\"}, {\"close\": 107481.9, \"datetime\": \"2025-06-30T13:00:00.000\"}, {\"close\": 106764.5, \"datetime\": \"2025-06-30T14:00:00.000\"}, {\"close\": 107525.6, \"datetime\": \"2025-06-30T15:00:00.000\"}, {\"close\": 107551.7, \"datetime\": \"2025-06-30T16:00:00.000\"}, {\"close\": 107422.8, \"datetime\": \"2025-06-30T17:00:00.000\"}, {\"close\": 107191.0, \"datetime\": \"2025-06-30T18:00:00.000\"}, {\"close\": 107689.6, \"datetime\": \"2025-06-30T19:00:00.000\"}, {\"close\": 107534.3, \"datetime\": \"2025-06-30T20:00:00.000\"}, {\"close\": 107066.1, \"datetime\": \"2025-06-30T21:00:00.000\"}, {\"close\": 107051.1, \"datetime\": \"2025-06-30T22:00:00.000\"}, {\"close\": 107087.4, \"datetime\": \"2025-06-30T23:00:00.000\"}, {\"close\": 107327.8, \"datetime\": \"2025-07-01T00:00:00.000\"}, {\"close\": 107171.8, \"datetime\": \"2025-07-01T01:00:00.000\"}, {\"close\": 107050.1, \"datetime\": \"2025-07-01T02:00:00.000\"}, {\"close\": 107149.4, \"datetime\": \"2025-07-01T03:00:00.000\"}, {\"close\": 106836.3, \"datetime\": \"2025-07-01T04:00:00.000\"}, {\"close\": 106891.1, \"datetime\": \"2025-07-01T05:00:00.000\"}, {\"close\": 106844.7, \"datetime\": \"2025-07-01T06:00:00.000\"}, {\"close\": 107134.9, \"datetime\": \"2025-07-01T07:00:00.000\"}, {\"close\": 106666.0, \"datetime\": \"2025-07-01T08:00:00.000\"}, {\"close\": 106502.5, \"datetime\": \"2025-07-01T09:00:00.000\"}, {\"close\": 106438.5, \"datetime\": \"2025-07-01T10:00:00.000\"}, {\"close\": 106556.8, \"datetime\": \"2025-07-01T11:00:00.000\"}, {\"close\": 106367.3, \"datetime\": \"2025-07-01T12:00:00.000\"}, {\"close\": 106766.0, \"datetime\": \"2025-07-01T13:00:00.000\"}, {\"close\": 105862.6, \"datetime\": \"2025-07-01T14:00:00.000\"}, {\"close\": 105908.3, \"datetime\": \"2025-07-01T15:00:00.000\"}, {\"close\": 106041.1, \"datetime\": \"2025-07-01T16:00:00.000\"}, {\"close\": 106200.2, \"datetime\": \"2025-07-01T17:00:00.000\"}, {\"close\": 105692.4, \"datetime\": \"2025-07-01T18:00:00.000\"}, {\"close\": 105340.1, \"datetime\": \"2025-07-01T19:00:00.000\"}, {\"close\": 105860.1, \"datetime\": \"2025-07-01T20:00:00.000\"}, {\"close\": 105732.7, \"datetime\": \"2025-07-01T21:00:00.000\"}, {\"close\": 105575.0, \"datetime\": \"2025-07-01T22:00:00.000\"}, {\"close\": 105637.9, \"datetime\": \"2025-07-01T23:00:00.000\"}, {\"close\": 105336.2, \"datetime\": \"2025-07-02T00:00:00.000\"}, {\"close\": 105668.1, \"datetime\": \"2025-07-02T01:00:00.000\"}, {\"close\": 105865.9, \"datetime\": \"2025-07-02T02:00:00.000\"}, {\"close\": 106140.0, \"datetime\": \"2025-07-02T03:00:00.000\"}, {\"close\": 106344.0, \"datetime\": \"2025-07-02T04:00:00.000\"}, {\"close\": 106584.3, \"datetime\": \"2025-07-02T05:00:00.000\"}, {\"close\": 106964.4, \"datetime\": \"2025-07-02T06:00:00.000\"}, {\"close\": 107026.0, \"datetime\": \"2025-07-02T07:00:00.000\"}, {\"close\": 107691.6, \"datetime\": \"2025-07-02T08:00:00.000\"}, {\"close\": 107591.4, \"datetime\": \"2025-07-02T09:00:00.000\"}, {\"close\": 107784.8, \"datetime\": \"2025-07-02T10:00:00.000\"}, {\"close\": 107439.6, \"datetime\": \"2025-07-02T11:00:00.000\"}, {\"close\": 107333.1, \"datetime\": \"2025-07-02T12:00:00.000\"}, {\"close\": 107724.0, \"datetime\": \"2025-07-02T13:00:00.000\"}, {\"close\": 108096.5, \"datetime\": \"2025-07-02T14:00:00.000\"}, {\"close\": 108695.3, \"datetime\": \"2025-07-02T15:00:00.000\"}, {\"close\": 109366.9, \"datetime\": \"2025-07-02T16:00:00.000\"}, {\"close\": 109082.7, \"datetime\": \"2025-07-02T17:00:00.000\"}, {\"close\": 109487.9, \"datetime\": \"2025-07-02T18:00:00.000\"}, {\"close\": 109621.9, \"datetime\": \"2025-07-02T19:00:00.000\"}, {\"close\": 109092.6, \"datetime\": \"2025-07-02T20:00:00.000\"}, {\"close\": 109402.4, \"datetime\": \"2025-07-02T21:00:00.000\"}, {\"close\": 109095.6, \"datetime\": \"2025-07-02T22:00:00.000\"}, {\"close\": 108800.0, \"datetime\": \"2025-07-02T23:00:00.000\"}, {\"close\": 108884.9, \"datetime\": \"2025-07-03T00:00:00.000\"}, {\"close\": 108935.1, \"datetime\": \"2025-07-03T01:00:00.000\"}, {\"close\": 108676.6, \"datetime\": \"2025-07-03T02:00:00.000\"}, {\"close\": 108594.8, \"datetime\": \"2025-07-03T03:00:00.000\"}, {\"close\": 108738.5, \"datetime\": \"2025-07-03T04:00:00.000\"}, {\"close\": 109290.4, \"datetime\": \"2025-07-03T05:00:00.000\"}, {\"close\": 109419.9, \"datetime\": \"2025-07-03T06:00:00.000\"}, {\"close\": 109235.0, \"datetime\": \"2025-07-03T07:00:00.000\"}, {\"close\": 109325.2, \"datetime\": \"2025-07-03T08:00:00.000\"}, {\"close\": 109894.7, \"datetime\": \"2025-07-03T09:00:00.000\"}, {\"close\": 109794.7, \"datetime\": \"2025-07-03T10:00:00.000\"}, {\"close\": 109551.0, \"datetime\": \"2025-07-03T11:00:00.000\"}, {\"close\": 109119.9, \"datetime\": \"2025-07-03T12:00:00.000\"}, {\"close\": 110220.3, \"datetime\": \"2025-07-03T13:00:00.000\"}, {\"close\": 109670.0, \"datetime\": \"2025-07-03T14:00:00.000\"}, {\"close\": 109089.8, \"datetime\": \"2025-07-03T15:00:00.000\"}, {\"close\": 109236.6, \"datetime\": \"2025-07-03T16:00:00.000\"}, {\"close\": 109504.8, \"datetime\": \"2025-07-03T17:00:00.000\"}, {\"close\": 109637.8, \"datetime\": \"2025-07-03T18:00:00.000\"}, {\"close\": 109743.9, \"datetime\": \"2025-07-03T19:00:00.000\"}, {\"close\": 109902.8, \"datetime\": \"2025-07-03T20:00:00.000\"}, {\"close\": 109744.9, \"datetime\": \"2025-07-03T21:00:00.000\"}, {\"close\": 109656.0, \"datetime\": \"2025-07-03T22:00:00.000\"}, {\"close\": 109545.2, \"datetime\": \"2025-07-03T23:00:00.000\"}, {\"close\": 109422.5, \"datetime\": \"2025-07-04T00:00:00.000\"}, {\"close\": 109455.0, \"datetime\": \"2025-07-04T01:00:00.000\"}, {\"close\": 109138.0, \"datetime\": \"2025-07-04T02:00:00.000\"}, {\"close\": 109195.6, \"datetime\": \"2025-07-04T03:00:00.000\"}, {\"close\": 108938.2, \"datetime\": \"2025-07-04T04:00:00.000\"}, {\"close\": 108958.5, \"datetime\": \"2025-07-04T05:00:00.000\"}, {\"close\": 108982.6, \"datetime\": \"2025-07-04T06:00:00.000\"}, {\"close\": 108661.0, \"datetime\": \"2025-07-04T07:00:00.000\"}, {\"close\": 108710.0, \"datetime\": \"2025-07-04T08:00:00.000\"}, {\"close\": 108946.7, \"datetime\": \"2025-07-04T09:00:00.000\"}, {\"close\": 108849.1, \"datetime\": \"2025-07-04T10:00:00.000\"}, {\"close\": 108842.3, \"datetime\": \"2025-07-04T11:00:00.000\"}, {\"close\": 108684.7, \"datetime\": \"2025-07-04T12:00:00.000\"}, {\"close\": 107918.7, \"datetime\": \"2025-07-04T13:00:00.000\"}, {\"close\": 107762.5, \"datetime\": \"2025-07-04T14:00:00.000\"}, {\"close\": 107534.7, \"datetime\": \"2025-07-04T15:00:00.000\"}, {\"close\": 107593.2, \"datetime\": \"2025-07-04T16:00:00.000\"}, {\"close\": 107824.2, \"datetime\": \"2025-07-04T17:00:00.000\"}, {\"close\": 107450.0, \"datetime\": \"2025-07-04T18:00:00.000\"}, {\"close\": 107429.6, \"datetime\": \"2025-07-04T19:00:00.000\"}, {\"close\": 107635.6, \"datetime\": \"2025-07-04T20:00:00.000\"}, {\"close\": 107859.5, \"datetime\": \"2025-07-04T21:00:00.000\"}, {\"close\": 108197.9, \"datetime\": \"2025-07-04T22:00:00.000\"}, {\"close\": 107935.4, \"datetime\": \"2025-07-04T23:00:00.000\"}, {\"close\": 108133.2, \"datetime\": \"2025-07-05T00:00:00.000\"}, {\"close\": 107939.8, \"datetime\": \"2025-07-05T01:00:00.000\"}, {\"close\": 108018.6, \"datetime\": \"2025-07-05T02:00:00.000\"}, {\"close\": 108093.5, \"datetime\": \"2025-07-05T03:00:00.000\"}, {\"close\": 108077.8, \"datetime\": \"2025-07-05T04:00:00.000\"}, {\"close\": 108082.5, \"datetime\": \"2025-07-05T05:00:00.000\"}, {\"close\": 108228.0, \"datetime\": \"2025-07-05T06:00:00.000\"}, {\"close\": 108000.9, \"datetime\": \"2025-07-05T07:00:00.000\"}, {\"close\": 107974.4, \"datetime\": \"2025-07-05T08:00:00.000\"}, {\"close\": 108033.6, \"datetime\": \"2025-07-05T09:00:00.000\"}, {\"close\": 108036.7, \"datetime\": \"2025-07-05T10:00:00.000\"}, {\"close\": 108059.1, \"datetime\": \"2025-07-05T11:00:00.000\"}, {\"close\": 108106.1, \"datetime\": \"2025-07-05T12:00:00.000\"}, {\"close\": 108077.5, \"datetime\": \"2025-07-05T13:00:00.000\"}, {\"close\": 108150.0, \"datetime\": \"2025-07-05T14:00:00.000\"}, {\"close\": 108012.7, \"datetime\": \"2025-07-05T15:00:00.000\"}, {\"close\": 108059.3, \"datetime\": \"2025-07-05T16:00:00.000\"}, {\"close\": 108044.8, \"datetime\": \"2025-07-05T17:00:00.000\"}, {\"close\": 107942.2, \"datetime\": \"2025-07-05T18:00:00.000\"}, {\"close\": 108092.1, \"datetime\": \"2025-07-05T19:00:00.000\"}, {\"close\": 108036.6, \"datetime\": \"2025-07-05T20:00:00.000\"}, {\"close\": 108028.8, \"datetime\": \"2025-07-05T21:00:00.000\"}, {\"close\": 108131.3, \"datetime\": \"2025-07-05T22:00:00.000\"}, {\"close\": 108153.4, \"datetime\": \"2025-07-05T23:00:00.000\"}, {\"close\": 108159.1, \"datetime\": \"2025-07-06T00:00:00.000\"}, {\"close\": 108155.4, \"datetime\": \"2025-07-06T01:00:00.000\"}, {\"close\": 108000.1, \"datetime\": \"2025-07-06T02:00:00.000\"}, {\"close\": 107996.3, \"datetime\": \"2025-07-06T03:00:00.000\"}, {\"close\": 107936.1, \"datetime\": \"2025-07-06T04:00:00.000\"}, {\"close\": 107941.7, \"datetime\": \"2025-07-06T05:00:00.000\"}, {\"close\": 108072.9, \"datetime\": \"2025-07-06T06:00:00.000\"}, {\"close\": 107991.3, \"datetime\": \"2025-07-06T07:00:00.000\"}, {\"close\": 107953.2, \"datetime\": \"2025-07-06T08:00:00.000\"}, {\"close\": 107792.1, \"datetime\": \"2025-07-06T09:00:00.000\"}, {\"close\": 107936.0, \"datetime\": \"2025-07-06T10:00:00.000\"}, {\"close\": 108017.3, \"datetime\": \"2025-07-06T11:00:00.000\"}, {\"close\": 108193.1, \"datetime\": \"2025-07-06T12:00:00.000\"}, {\"close\": 108713.2, \"datetime\": \"2025-07-06T13:00:00.000\"}, {\"close\": 108878.1, \"datetime\": \"2025-07-06T14:00:00.000\"}, {\"close\": 108856.8, \"datetime\": \"2025-07-06T15:00:00.000\"}, {\"close\": 108790.8, \"datetime\": \"2025-07-06T16:00:00.000\"}, {\"close\": 108865.1, \"datetime\": \"2025-07-06T17:00:00.000\"}, {\"close\": 108424.0, \"datetime\": \"2025-07-06T18:00:00.000\"}, {\"close\": 108493.8, \"datetime\": \"2025-07-06T19:00:00.000\"}, {\"close\": 108606.1, \"datetime\": \"2025-07-06T20:00:00.000\"}, {\"close\": 109161.8, \"datetime\": \"2025-07-06T21:00:00.000\"}, {\"close\": 109184.8, \"datetime\": \"2025-07-06T22:00:00.000\"}, {\"close\": 109145.8, \"datetime\": \"2025-07-06T23:00:00.000\"}, {\"close\": 108778.6, \"datetime\": \"2025-07-07T00:00:00.000\"}, {\"close\": 108966.0, \"datetime\": \"2025-07-07T01:00:00.000\"}, {\"close\": 109308.1, \"datetime\": \"2025-07-07T02:00:00.000\"}, {\"close\": 109348.9, \"datetime\": \"2025-07-07T03:00:00.000\"}, {\"close\": 109063.2, \"datetime\": \"2025-07-07T04:00:00.000\"}, {\"close\": 109027.8, \"datetime\": \"2025-07-07T05:00:00.000\"}, {\"close\": 108733.1, \"datetime\": \"2025-07-07T06:00:00.000\"}, {\"close\": 109016.3, \"datetime\": \"2025-07-07T07:00:00.000\"}, {\"close\": 108961.4, \"datetime\": \"2025-07-07T08:00:00.000\"}, {\"close\": 108797.3, \"datetime\": \"2025-07-07T09:00:00.000\"}, {\"close\": 108635.3, \"datetime\": \"2025-07-07T10:00:00.000\"}, {\"close\": 108599.9, \"datetime\": \"2025-07-07T11:00:00.000\"}, {\"close\": 108300.3, \"datetime\": \"2025-07-07T12:00:00.000\"}, {\"close\": 108478.6, \"datetime\": \"2025-07-07T13:00:00.000\"}, {\"close\": 108158.1, \"datetime\": \"2025-07-07T14:00:00.000\"}, {\"close\": 108249.0, \"datetime\": \"2025-07-07T15:00:00.000\"}, {\"close\": 107932.6, \"datetime\": \"2025-07-07T16:00:00.000\"}, {\"close\": 107900.0, \"datetime\": \"2025-07-07T17:00:00.000\"}, {\"close\": 107976.1, \"datetime\": \"2025-07-07T18:00:00.000\"}, {\"close\": 107999.9, \"datetime\": \"2025-07-07T19:00:00.000\"}, {\"close\": 107815.7, \"datetime\": \"2025-07-07T20:00:00.000\"}, {\"close\": 108116.2, \"datetime\": \"2025-07-07T21:00:00.000\"}, {\"close\": 107965.9, \"datetime\": \"2025-07-07T22:00:00.000\"}, {\"close\": 108203.9, \"datetime\": \"2025-07-07T23:00:00.000\"}, {\"close\": 108240.2, \"datetime\": \"2025-07-08T00:00:00.000\"}, {\"close\": 107650.0, \"datetime\": \"2025-07-08T01:00:00.000\"}, {\"close\": 107736.8, \"datetime\": \"2025-07-08T02:00:00.000\"}, {\"close\": 107852.6, \"datetime\": \"2025-07-08T03:00:00.000\"}, {\"close\": 107986.0, \"datetime\": \"2025-07-08T04:00:00.000\"}, {\"close\": 108159.1, \"datetime\": \"2025-07-08T05:00:00.000\"}, {\"close\": 108240.2, \"datetime\": \"2025-07-08T06:00:00.000\"}, {\"close\": 108440.7, \"datetime\": \"2025-07-08T07:00:00.000\"}, {\"close\": 108208.0, \"datetime\": \"2025-07-08T08:00:00.000\"}, {\"close\": 108405.7, \"datetime\": \"2025-07-08T09:00:00.000\"}, {\"close\": 108779.9, \"datetime\": \"2025-07-08T10:00:00.000\"}, {\"close\": 108713.1, \"datetime\": \"2025-07-08T11:00:00.000\"}, {\"close\": 108903.2, \"datetime\": \"2025-07-08T12:00:00.000\"}, {\"close\": 108977.6, \"datetime\": \"2025-07-08T13:00:00.000\"}, {\"close\": 108336.8, \"datetime\": \"2025-07-08T14:00:00.000\"}, {\"close\": 108217.0, \"datetime\": \"2025-07-08T15:00:00.000\"}, {\"close\": 108391.6, \"datetime\": \"2025-07-08T16:00:00.000\"}, {\"close\": 108946.1, \"datetime\": \"2025-07-08T17:00:00.000\"}, {\"close\": 109111.5, \"datetime\": \"2025-07-08T18:00:00.000\"}, {\"close\": 108723.6, \"datetime\": \"2025-07-08T19:00:00.000\"}, {\"close\": 108578.0, \"datetime\": \"2025-07-08T20:00:00.000\"}, {\"close\": 108847.1, \"datetime\": \"2025-07-08T21:00:00.000\"}, {\"close\": 108861.1, \"datetime\": \"2025-07-08T22:00:00.000\"}, {\"close\": 108873.1, \"datetime\": \"2025-07-08T23:00:00.000\"}, {\"close\": 108890.0, \"datetime\": \"2025-07-09T00:00:00.000\"}, {\"close\": 108730.1, \"datetime\": \"2025-07-09T01:00:00.000\"}, {\"close\": 108577.6, \"datetime\": \"2025-07-09T02:00:00.000\"}, {\"close\": 108311.9, \"datetime\": \"2025-07-09T03:00:00.000\"}, {\"close\": 108500.0, \"datetime\": \"2025-07-09T04:00:00.000\"}, {\"close\": 108729.1, \"datetime\": \"2025-07-09T05:00:00.000\"}, {\"close\": 108789.0, \"datetime\": \"2025-07-09T06:00:00.000\"}, {\"close\": 108674.8, \"datetime\": \"2025-07-09T07:00:00.000\"}, {\"close\": 108612.2, \"datetime\": \"2025-07-09T08:00:00.000\"}, {\"close\": 108703.6, \"datetime\": \"2025-07-09T09:00:00.000\"}, {\"close\": 108850.1, \"datetime\": \"2025-07-09T10:00:00.000\"}, {\"close\": 109008.3, \"datetime\": \"2025-07-09T11:00:00.000\"}, {\"close\": 109286.7, \"datetime\": \"2025-07-09T12:00:00.000\"}, {\"close\": 109136.9, \"datetime\": \"2025-07-09T13:00:00.000\"}, {\"close\": 108840.0, \"datetime\": \"2025-07-09T14:00:00.000\"}, {\"close\": 109020.0, \"datetime\": \"2025-07-09T15:00:00.000\"}, {\"close\": 109350.0, \"datetime\": \"2025-07-09T16:00:00.000\"}, {\"close\": 109108.4, \"datetime\": \"2025-07-09T17:00:00.000\"}, {\"close\": 109485.6, \"datetime\": \"2025-07-09T18:00:00.000\"}, {\"close\": 111718.8, \"datetime\": \"2025-07-09T19:00:00.000\"}, {\"close\": 110675.8, \"datetime\": \"2025-07-09T20:00:00.000\"}, {\"close\": 110785.8, \"datetime\": \"2025-07-09T21:00:00.000\"}, {\"close\": 111327.9, \"datetime\": \"2025-07-09T22:00:00.000\"}, {\"close\": 111199.9, \"datetime\": \"2025-07-09T23:00:00.000\"}, {\"close\": 110868.6, \"datetime\": \"2025-07-10T00:00:00.000\"}, {\"close\": 111148.3, \"datetime\": \"2025-07-10T01:00:00.000\"}, {\"close\": 111178.4, \"datetime\": \"2025-07-10T02:00:00.000\"}, {\"close\": 111028.2, \"datetime\": \"2025-07-10T03:00:00.000\"}, {\"close\": 111106.9, \"datetime\": \"2025-07-10T04:00:00.000\"}, {\"close\": 111058.4, \"datetime\": \"2025-07-10T05:00:00.000\"}, {\"close\": 111184.7, \"datetime\": \"2025-07-10T06:00:00.000\"}, {\"close\": 111186.1, \"datetime\": \"2025-07-10T07:00:00.000\"}, {\"close\": 111185.2, \"datetime\": \"2025-07-10T08:00:00.000\"}, {\"close\": 110997.8, \"datetime\": \"2025-07-10T09:00:00.000\"}, {\"close\": 111036.8, \"datetime\": \"2025-07-10T10:00:00.000\"}, {\"close\": 110972.2, \"datetime\": \"2025-07-10T11:00:00.000\"}, {\"close\": 110809.0, \"datetime\": \"2025-07-10T12:00:00.000\"}, {\"close\": 110750.0, \"datetime\": \"2025-07-10T13:00:00.000\"}, {\"close\": 111195.0, \"datetime\": \"2025-07-10T14:00:00.000\"}, {\"close\": 111350.0, \"datetime\": \"2025-07-10T15:00:00.000\"}, {\"close\": 112596.3, \"datetime\": \"2025-07-10T16:00:00.000\"}, {\"close\": 113682.2, \"datetime\": \"2025-07-10T17:00:00.000\"}, {\"close\": 113381.3, \"datetime\": \"2025-07-10T18:00:00.000\"}, {\"close\": 113246.1, \"datetime\": \"2025-07-10T19:00:00.000\"}, {\"close\": 113426.0, \"datetime\": \"2025-07-10T20:00:00.000\"}, {\"close\": 116459.4, \"datetime\": \"2025-07-10T21:00:00.000\"}, {\"close\": 115983.6, \"datetime\": \"2025-07-10T22:00:00.000\"}, {\"close\": 115979.2, \"datetime\": \"2025-07-10T23:00:00.000\"}, {\"close\": 115544.9, \"datetime\": \"2025-07-11T00:00:00.000\"}, {\"close\": 115934.7, \"datetime\": \"2025-07-11T01:00:00.000\"}, {\"close\": 116614.7, \"datetime\": \"2025-07-11T02:00:00.000\"}, {\"close\": 116839.5, \"datetime\": \"2025-07-11T03:00:00.000\"}, {\"close\": 116858.6, \"datetime\": \"2025-07-11T04:00:00.000\"}, {\"close\": 117819.8, \"datetime\": \"2025-07-11T05:00:00.000\"}, {\"close\": 117626.8, \"datetime\": \"2025-07-11T06:00:00.000\"}, {\"close\": 117522.7, \"datetime\": \"2025-07-11T07:00:00.000\"}, {\"close\": 117950.0, \"datetime\": \"2025-07-11T08:00:00.000\"}, {\"close\": 118452.5, \"datetime\": \"2025-07-11T09:00:00.000\"}, {\"close\": 117960.8, \"datetime\": \"2025-07-11T10:00:00.000\"}, {\"close\": 117790.1, \"datetime\": \"2025-07-11T11:00:00.000\"}, {\"close\": 117838.2, \"datetime\": \"2025-07-11T12:00:00.000\"}, {\"close\": 117967.1, \"datetime\": \"2025-07-11T13:00:00.000\"}, {\"close\": 117847.9, \"datetime\": \"2025-07-11T14:00:00.000\"}, {\"close\": 116910.3, \"datetime\": \"2025-07-11T15:00:00.000\"}, {\"close\": 117403.1, \"datetime\": \"2025-07-11T16:00:00.000\"}, {\"close\": 117625.1, \"datetime\": \"2025-07-11T17:00:00.000\"}, {\"close\": 117692.8, \"datetime\": \"2025-07-11T18:00:00.000\"}, {\"close\": 118072.7, \"datetime\": \"2025-07-11T19:00:00.000\"}, {\"close\": 117619.5, \"datetime\": \"2025-07-11T20:00:00.000\"}, {\"close\": 117585.8, \"datetime\": \"2025-07-11T21:00:00.000\"}, {\"close\": 117591.5, \"datetime\": \"2025-07-11T22:00:00.000\"}, {\"close\": 117500.0, \"datetime\": \"2025-07-11T23:00:00.000\"}, {\"close\": 117379.4, \"datetime\": \"2025-07-12T00:00:00.000\"}, {\"close\": 117618.6, \"datetime\": \"2025-07-12T01:00:00.000\"}, {\"close\": 117565.0, \"datetime\": \"2025-07-12T02:00:00.000\"}, {\"close\": 117730.0, \"datetime\": \"2025-07-12T03:00:00.000\"}, {\"close\": 117609.7, \"datetime\": \"2025-07-12T04:00:00.000\"}, {\"close\": 117640.4, \"datetime\": \"2025-07-12T05:00:00.000\"}, {\"close\": 117791.3, \"datetime\": \"2025-07-12T06:00:00.000\"}, {\"close\": 117689.7, \"datetime\": \"2025-07-12T07:00:00.000\"}, {\"close\": 117871.2, \"datetime\": \"2025-07-12T08:00:00.000\"}, {\"close\": 118119.8, \"datetime\": \"2025-07-12T09:00:00.000\"}, {\"close\": 118022.4, \"datetime\": \"2025-07-12T10:00:00.000\"}, {\"close\": 117773.6, \"datetime\": \"2025-07-12T11:00:00.000\"}, {\"close\": 117493.9, \"datetime\": \"2025-07-12T12:00:00.000\"}, {\"close\": 117476.1, \"datetime\": \"2025-07-12T13:00:00.000\"}, {\"close\": 117350.0, \"datetime\": \"2025-07-12T14:00:00.000\"}, {\"close\": 117075.6, \"datetime\": \"2025-07-12T15:00:00.000\"}, {\"close\": 117160.6, \"datetime\": \"2025-07-12T16:00:00.000\"}, {\"close\": 117438.6, \"datetime\": \"2025-07-12T17:00:00.000\"}, {\"close\": 117460.1, \"datetime\": \"2025-07-12T18:00:00.000\"}, {\"close\": 117525.7, \"datetime\": \"2025-07-12T19:00:00.000\"}, {\"close\": 116975.7, \"datetime\": \"2025-07-12T20:00:00.000\"}, {\"close\": 117455.5, \"datetime\": \"2025-07-12T21:00:00.000\"}, {\"close\": 117349.8, \"datetime\": \"2025-07-12T22:00:00.000\"}, {\"close\": 117389.3, \"datetime\": \"2025-07-12T23:00:00.000\"}, {\"close\": 117273.0, \"datetime\": \"2025-07-13T00:00:00.000\"}, {\"close\": 117510.8, \"datetime\": \"2025-07-13T01:00:00.000\"}, {\"close\": 117573.9, \"datetime\": \"2025-07-13T02:00:00.000\"}, {\"close\": 117711.5, \"datetime\": \"2025-07-13T03:00:00.000\"}, {\"close\": 117842.8, \"datetime\": \"2025-07-13T04:00:00.000\"}, {\"close\": 117714.9, \"datetime\": \"2025-07-13T05:00:00.000\"}, {\"close\": 117839.8, \"datetime\": \"2025-07-13T06:00:00.000\"}, {\"close\": 117950.0, \"datetime\": \"2025-07-13T07:00:00.000\"}, {\"close\": 117855.5, \"datetime\": \"2025-07-13T08:00:00.000\"}, {\"close\": 117700.1, \"datetime\": \"2025-07-13T09:00:00.000\"}, {\"close\": 117715.9, \"datetime\": \"2025-07-13T10:00:00.000\"}, {\"close\": 118036.1, \"datetime\": \"2025-07-13T11:00:00.000\"}, {\"close\": 118382.1, \"datetime\": \"2025-07-13T12:00:00.000\"}, {\"close\": 118550.0, \"datetime\": \"2025-07-13T13:00:00.000\"}, {\"close\": 118713.3, \"datetime\": \"2025-07-13T14:00:00.000\"}, {\"close\": 118610.6, \"datetime\": \"2025-07-13T15:00:00.000\"}, {\"close\": 118466.1, \"datetime\": \"2025-07-13T16:00:00.000\"}, {\"close\": 118640.4, \"datetime\": \"2025-07-13T17:00:00.000\"}, {\"close\": 118940.1, \"datetime\": \"2025-07-13T18:00:00.000\"}, {\"close\": 118923.0, \"datetime\": \"2025-07-13T19:00:00.000\"}, {\"close\": 119028.7, \"datetime\": \"2025-07-13T20:00:00.000\"}, {\"close\": 118593.1, \"datetime\": \"2025-07-13T21:00:00.000\"}, {\"close\": 118462.5, \"datetime\": \"2025-07-13T22:00:00.000\"}, {\"close\": 119038.3, \"datetime\": \"2025-07-13T23:00:00.000\"}, {\"close\": 119030.6, \"datetime\": \"2025-07-14T00:00:00.000\"}, {\"close\": 119052.2, \"datetime\": \"2025-07-14T01:00:00.000\"}, {\"close\": 119626.4, \"datetime\": \"2025-07-14T02:00:00.000\"}, {\"close\": 120733.2, \"datetime\": \"2025-07-14T03:00:00.000\"}, {\"close\": 121370.0, \"datetime\": \"2025-07-14T04:00:00.000\"}, {\"close\": 122447.4, \"datetime\": \"2025-07-14T05:00:00.000\"}, {\"close\": 122124.0, \"datetime\": \"2025-07-14T06:00:00.000\"}, {\"close\": 122731.0, \"datetime\": \"2025-07-14T07:00:00.000\"}, {\"close\": 122560.1, \"datetime\": \"2025-07-14T08:00:00.000\"}, {\"close\": 121979.9, \"datetime\": \"2025-07-14T09:00:00.000\"}, {\"close\": 121911.8, \"datetime\": \"2025-07-14T10:00:00.000\"}, {\"close\": 121474.5, \"datetime\": \"2025-07-14T11:00:00.000\"}, {\"close\": 121894.2, \"datetime\": \"2025-07-14T12:00:00.000\"}, {\"close\": 121679.2, \"datetime\": \"2025-07-14T13:00:00.000\"}, {\"close\": 121160.0, \"datetime\": \"2025-07-14T14:00:00.000\"}, {\"close\": 119863.1, \"datetime\": \"2025-07-14T15:00:00.000\"}, {\"close\": 120260.9, \"datetime\": \"2025-07-14T16:00:00.000\"}, {\"close\": 119885.2, \"datetime\": \"2025-07-14T17:00:00.000\"}, {\"close\": 119605.6, \"datetime\": \"2025-07-14T18:00:00.000\"}, {\"close\": 119920.0, \"datetime\": \"2025-07-14T19:00:00.000\"}, {\"close\": 120130.1, \"datetime\": \"2025-07-14T20:00:00.000\"}, {\"close\": 120000.1, \"datetime\": \"2025-07-14T21:00:00.000\"}, {\"close\": 120014.6, \"datetime\": \"2025-07-14T22:00:00.000\"}, {\"close\": 119816.5, \"datetime\": \"2025-07-14T23:00:00.000\"}, {\"close\": 119458.4, \"datetime\": \"2025-07-15T00:00:00.000\"}, {\"close\": 118491.3, \"datetime\": \"2025-07-15T01:00:00.000\"}, {\"close\": 118251.9, \"datetime\": \"2025-07-15T02:00:00.000\"}, {\"close\": 117209.2, \"datetime\": \"2025-07-15T03:00:00.000\"}, {\"close\": 117481.8, \"datetime\": \"2025-07-15T04:00:00.000\"}, {\"close\": 117325.3, \"datetime\": \"2025-07-15T05:00:00.000\"}, {\"close\": 117051.0, \"datetime\": \"2025-07-15T06:00:00.000\"}, {\"close\": 116777.1, \"datetime\": \"2025-07-15T07:00:00.000\"}, {\"close\": 116766.5, \"datetime\": \"2025-07-15T08:00:00.000\"}, {\"close\": 116764.9, \"datetime\": \"2025-07-15T09:00:00.000\"}, {\"close\": 117055.0, \"datetime\": \"2025-07-15T10:00:00.000\"}, {\"close\": 117110.4, \"datetime\": \"2025-07-15T11:00:00.000\"}, {\"close\": 117193.1, \"datetime\": \"2025-07-15T12:00:00.000\"}, {\"close\": 118067.7, \"datetime\": \"2025-07-15T13:00:00.000\"}, {\"close\": 115979.6, \"datetime\": \"2025-07-15T14:00:00.000\"}, {\"close\": 116393.0, \"datetime\": \"2025-07-15T15:00:00.000\"}, {\"close\": 117195.9, \"datetime\": \"2025-07-15T16:00:00.000\"}, {\"close\": 117415.6, \"datetime\": \"2025-07-15T17:00:00.000\"}, {\"close\": 116723.3, \"datetime\": \"2025-07-15T18:00:00.000\"}, {\"close\": 116428.9, \"datetime\": \"2025-07-15T19:00:00.000\"}, {\"close\": 116410.0, \"datetime\": \"2025-07-15T20:00:00.000\"}, {\"close\": 117542.4, \"datetime\": \"2025-07-15T21:00:00.000\"}, {\"close\": 117807.7, \"datetime\": \"2025-07-15T22:00:00.000\"}, {\"close\": 117738.5, \"datetime\": \"2025-07-15T23:00:00.000\"}, {\"close\": 118114.5, \"datetime\": \"2025-07-16T00:00:00.000\"}, {\"close\": 117726.7, \"datetime\": \"2025-07-16T01:00:00.000\"}, {\"close\": 117335.1, \"datetime\": \"2025-07-16T02:00:00.000\"}, {\"close\": 117477.6, \"datetime\": \"2025-07-16T03:00:00.000\"}, {\"close\": 117601.5, \"datetime\": \"2025-07-16T04:00:00.000\"}, {\"close\": 117858.5, \"datetime\": \"2025-07-16T05:00:00.000\"}, {\"close\": 118260.8, \"datetime\": \"2025-07-16T06:00:00.000\"}, {\"close\": 118181.2, \"datetime\": \"2025-07-16T07:00:00.000\"}, {\"close\": 118697.7, \"datetime\": \"2025-07-16T08:00:00.000\"}, {\"close\": 119188.9, \"datetime\": \"2025-07-16T09:00:00.000\"}, {\"close\": 118716.9, \"datetime\": \"2025-07-16T10:00:00.000\"}, {\"close\": 118755.1, \"datetime\": \"2025-07-16T11:00:00.000\"}, {\"close\": 118579.3, \"datetime\": \"2025-07-16T12:00:00.000\"}, {\"close\": 118651.3, \"datetime\": \"2025-07-16T13:00:00.000\"}, {\"close\": 119019.8, \"datetime\": \"2025-07-16T14:00:00.000\"}, {\"close\": 119056.0, \"datetime\": \"2025-07-16T15:00:00.000\"}, {\"close\": 119250.0, \"datetime\": \"2025-07-16T16:00:00.000\"}, {\"close\": 119039.4, \"datetime\": \"2025-07-16T17:00:00.000\"}, {\"close\": 119471.0, \"datetime\": \"2025-07-16T18:00:00.000\"}, {\"close\": 119186.7, \"datetime\": \"2025-07-16T19:00:00.000\"}, {\"close\": 119886.2, \"datetime\": \"2025-07-16T20:00:00.000\"}, {\"close\": 119254.7, \"datetime\": \"2025-07-16T21:00:00.000\"}, {\"close\": 118624.8, \"datetime\": \"2025-07-16T22:00:00.000\"}, {\"close\": 118590.7, \"datetime\": \"2025-07-16T23:00:00.000\"}, {\"close\": 118861.2, \"datetime\": \"2025-07-17T00:00:00.000\"}, {\"close\": 118115.0, \"datetime\": \"2025-07-17T01:00:00.000\"}, {\"close\": 118302.0, \"datetime\": \"2025-07-17T02:00:00.000\"}, {\"close\": 118090.9, \"datetime\": \"2025-07-17T03:00:00.000\"}, {\"close\": 118465.9, \"datetime\": \"2025-07-17T04:00:00.000\"}, {\"close\": 118550.0, \"datetime\": \"2025-07-17T05:00:00.000\"}, {\"close\": 118439.3, \"datetime\": \"2025-07-17T06:00:00.000\"}, {\"close\": 118293.9, \"datetime\": \"2025-07-17T07:00:00.000\"}, {\"close\": 118313.6, \"datetime\": \"2025-07-17T08:00:00.000\"}, {\"close\": 118758.6, \"datetime\": \"2025-07-17T09:00:00.000\"}, {\"close\": 118331.2, \"datetime\": \"2025-07-17T10:00:00.000\"}, {\"close\": 117968.9, \"datetime\": \"2025-07-17T11:00:00.000\"}, {\"close\": 117853.3, \"datetime\": \"2025-07-17T12:00:00.000\"}, {\"close\": 118261.6, \"datetime\": \"2025-07-17T13:00:00.000\"}, {\"close\": 118752.9, \"datetime\": \"2025-07-17T14:00:00.000\"}, {\"close\": 118875.0, \"datetime\": \"2025-07-17T15:00:00.000\"}, {\"close\": 118550.3, \"datetime\": \"2025-07-17T16:00:00.000\"}, {\"close\": 119255.3, \"datetime\": \"2025-07-17T17:00:00.000\"}, {\"close\": 119582.5, \"datetime\": \"2025-07-17T18:00:00.000\"}, {\"close\": 118948.8, \"datetime\": \"2025-07-17T19:00:00.000\"}, {\"close\": 119428.8, \"datetime\": \"2025-07-17T20:00:00.000\"}, {\"close\": 120254.8, \"datetime\": \"2025-07-17T21:00:00.000\"}, {\"close\": 119767.8, \"datetime\": \"2025-07-17T22:00:00.000\"}, {\"close\": 119176.6, \"datetime\": \"2025-07-17T23:00:00.000\"}, {\"close\": 119735.8, \"datetime\": \"2025-07-18T00:00:00.000\"}, {\"close\": 120346.1, \"datetime\": \"2025-07-18T01:00:00.000\"}, {\"close\": 120075.2, \"datetime\": \"2025-07-18T02:00:00.000\"}, {\"close\": 120212.8, \"datetime\": \"2025-07-18T03:00:00.000\"}, {\"close\": 120387.8, \"datetime\": \"2025-07-18T04:00:00.000\"}, {\"close\": 120588.3, \"datetime\": \"2025-07-18T05:00:00.000\"}, {\"close\": 120238.5, \"datetime\": \"2025-07-18T06:00:00.000\"}, {\"close\": 119356.6, \"datetime\": \"2025-07-18T07:00:00.000\"}, {\"close\": 118637.3, \"datetime\": \"2025-07-18T08:00:00.000\"}, {\"close\": 118885.0, \"datetime\": \"2025-07-18T09:00:00.000\"}, {\"close\": 119240.1, \"datetime\": \"2025-07-18T10:00:00.000\"}, {\"close\": 119175.5, \"datetime\": \"2025-07-18T11:00:00.000\"}, {\"close\": 119428.5, \"datetime\": \"2025-07-18T12:00:00.000\"}, {\"close\": 118766.8, \"datetime\": \"2025-07-18T13:00:00.000\"}, {\"close\": 118123.8, \"datetime\": \"2025-07-18T14:00:00.000\"}, {\"close\": 117830.0, \"datetime\": \"2025-07-18T15:00:00.000\"}, {\"close\": 117543.5, \"datetime\": \"2025-07-18T16:00:00.000\"}, {\"close\": 117580.0, \"datetime\": \"2025-07-18T17:00:00.000\"}, {\"close\": 117297.9, \"datetime\": \"2025-07-18T18:00:00.000\"}, {\"close\": 117361.6, \"datetime\": \"2025-07-18T19:00:00.000\"}, {\"close\": 117370.1, \"datetime\": \"2025-07-18T20:00:00.000\"}, {\"close\": 117648.3, \"datetime\": \"2025-07-18T21:00:00.000\"}, {\"close\": 117663.0, \"datetime\": \"2025-07-18T22:00:00.000\"}, {\"close\": 117896.4, \"datetime\": \"2025-07-18T23:00:00.000\"}, {\"close\": 117713.0, \"datetime\": \"2025-07-19T00:00:00.000\"}, {\"close\": 118010.0, \"datetime\": \"2025-07-19T01:00:00.000\"}, {\"close\": 118176.7, \"datetime\": \"2025-07-19T02:00:00.000\"}, {\"close\": 118295.2, \"datetime\": \"2025-07-19T03:00:00.000\"}, {\"close\": 118104.3, \"datetime\": \"2025-07-19T04:00:00.000\"}, {\"close\": 118174.0, \"datetime\": \"2025-07-19T05:00:00.000\"}, {\"close\": 118136.9, \"datetime\": \"2025-07-19T06:00:00.000\"}, {\"close\": 118135.0, \"datetime\": \"2025-07-19T07:00:00.000\"}, {\"close\": 118057.2, \"datetime\": \"2025-07-19T08:00:00.000\"}, {\"close\": 118205.1, \"datetime\": \"2025-07-19T09:00:00.000\"}, {\"close\": 118410.5, \"datetime\": \"2025-07-19T10:00:00.000\"}, {\"close\": 118300.0, \"datetime\": \"2025-07-19T11:00:00.000\"}, {\"close\": 118218.1, \"datetime\": \"2025-07-19T12:00:00.000\"}, {\"close\": 118167.0, \"datetime\": \"2025-07-19T13:00:00.000\"}, {\"close\": 117657.4, \"datetime\": \"2025-07-19T14:00:00.000\"}, {\"close\": 118025.6, \"datetime\": \"2025-07-19T15:00:00.000\"}, {\"close\": 117958.1, \"datetime\": \"2025-07-19T16:00:00.000\"}, {\"close\": 117786.5, \"datetime\": \"2025-07-19T17:00:00.000\"}, {\"close\": 117841.2, \"datetime\": \"2025-07-19T18:00:00.000\"}, {\"close\": 117978.3, \"datetime\": \"2025-07-19T19:00:00.000\"}, {\"close\": 117682.3, \"datetime\": \"2025-07-19T20:00:00.000\"}, {\"close\": 117666.1, \"datetime\": \"2025-07-19T21:00:00.000\"}, {\"close\": 117758.1, \"datetime\": \"2025-07-19T22:00:00.000\"}, {\"close\": 117814.4, \"datetime\": \"2025-07-19T23:00:00.000\"}, {\"close\": 117912.5, \"datetime\": \"2025-07-20T00:00:00.000\"}, {\"close\": 117908.8, \"datetime\": \"2025-07-20T01:00:00.000\"}, {\"close\": 117957.8, \"datetime\": \"2025-07-20T02:00:00.000\"}, {\"close\": 117934.1, \"datetime\": \"2025-07-20T03:00:00.000\"}, {\"close\": 117917.8, \"datetime\": \"2025-07-20T04:00:00.000\"}, {\"close\": 117822.7, \"datetime\": \"2025-07-20T05:00:00.000\"}, {\"close\": 117797.2, \"datetime\": \"2025-07-20T06:00:00.000\"}, {\"close\": 117984.3, \"datetime\": \"2025-07-20T07:00:00.000\"}, {\"close\": 118136.5, \"datetime\": \"2025-07-20T08:00:00.000\"}, {\"close\": 117891.5, \"datetime\": \"2025-07-20T09:00:00.000\"}, {\"close\": 117880.0, \"datetime\": \"2025-07-20T10:00:00.000\"}, {\"close\": 117869.2, \"datetime\": \"2025-07-20T11:00:00.000\"}, {\"close\": 118055.4, \"datetime\": \"2025-07-20T12:00:00.000\"}, {\"close\": 118378.7, \"datetime\": \"2025-07-20T13:00:00.000\"}, {\"close\": 118433.0, \"datetime\": \"2025-07-20T14:00:00.000\"}, {\"close\": 118669.3, \"datetime\": \"2025-07-20T15:00:00.000\"}, {\"close\": 118543.8, \"datetime\": \"2025-07-20T16:00:00.000\"}, {\"close\": 118003.4, \"datetime\": \"2025-07-20T17:00:00.000\"}, {\"close\": 118329.1, \"datetime\": \"2025-07-20T18:00:00.000\"}, {\"close\": 118131.2, \"datetime\": \"2025-07-20T19:00:00.000\"}, {\"close\": 118062.4, \"datetime\": \"2025-07-20T20:00:00.000\"}, {\"close\": 117982.9, \"datetime\": \"2025-07-20T21:00:00.000\"}, {\"close\": 117438.6, \"datetime\": \"2025-07-20T22:00:00.000\"}, {\"close\": 117216.0, \"datetime\": \"2025-07-20T23:00:00.000\"}, {\"close\": 117323.6, \"datetime\": \"2025-07-21T00:00:00.000\"}, {\"close\": 117262.9, \"datetime\": \"2025-07-21T01:00:00.000\"}, {\"close\": 118156.0, \"datetime\": \"2025-07-21T02:00:00.000\"}, {\"close\": 118374.8, \"datetime\": \"2025-07-21T03:00:00.000\"}, {\"close\": 118306.7, \"datetime\": \"2025-07-21T04:00:00.000\"}, {\"close\": 118397.9, \"datetime\": \"2025-07-21T05:00:00.000\"}, {\"close\": 119158.6, \"datetime\": \"2025-07-21T06:00:00.000\"}, {\"close\": 119352.2, \"datetime\": \"2025-07-21T07:00:00.000\"}, {\"close\": 118990.2, \"datetime\": \"2025-07-21T08:00:00.000\"}, {\"close\": 118680.1, \"datetime\": \"2025-07-21T09:00:00.000\"}, {\"close\": 118553.9, \"datetime\": \"2025-07-21T10:00:00.000\"}, {\"close\": 118045.0, \"datetime\": \"2025-07-21T11:00:00.000\"}, {\"close\": 118140.3, \"datetime\": \"2025-07-21T12:00:00.000\"}, {\"close\": 118805.9, \"datetime\": \"2025-07-21T13:00:00.000\"}, {\"close\": 118794.3, \"datetime\": \"2025-07-21T14:00:00.000\"}, {\"close\": 118304.1, \"datetime\": \"2025-07-21T15:00:00.000\"}, {\"close\": 117726.7, \"datetime\": \"2025-07-21T16:00:00.000\"}, {\"close\": 117815.3, \"datetime\": \"2025-07-21T17:00:00.000\"}, {\"close\": 117116.3, \"datetime\": \"2025-07-21T18:00:00.000\"}, {\"close\": 116724.7, \"datetime\": \"2025-07-21T19:00:00.000\"}, {\"close\": 116889.7, \"datetime\": \"2025-07-21T20:00:00.000\"}, {\"close\": 117171.7, \"datetime\": \"2025-07-21T21:00:00.000\"}, {\"close\": 117307.6, \"datetime\": \"2025-07-21T22:00:00.000\"}, {\"close\": 117330.2, \"datetime\": \"2025-07-21T23:00:00.000\"}, {\"close\": 117073.1, \"datetime\": \"2025-07-22T00:00:00.000\"}, {\"close\": 117700.0, \"datetime\": \"2025-07-22T01:00:00.000\"}, {\"close\": 116980.0, \"datetime\": \"2025-07-22T02:00:00.000\"}, {\"close\": 117177.0, \"datetime\": \"2025-07-22T03:00:00.000\"}, {\"close\": 116500.0, \"datetime\": \"2025-07-22T04:00:00.000\"}, {\"close\": 117289.3, \"datetime\": \"2025-07-22T05:00:00.000\"}, {\"close\": 117799.7, \"datetime\": \"2025-07-22T06:00:00.000\"}, {\"close\": 117959.5, \"datetime\": \"2025-07-22T07:00:00.000\"}, {\"close\": 118257.9, \"datetime\": \"2025-07-22T08:00:00.000\"}, {\"close\": 118356.3, \"datetime\": \"2025-07-22T09:00:00.000\"}, {\"close\": 118945.6, \"datetime\": \"2025-07-22T10:00:00.000\"}, {\"close\": 119142.2, \"datetime\": \"2025-07-22T11:00:00.000\"}, {\"close\": 119280.6, \"datetime\": \"2025-07-22T12:00:00.000\"}, {\"close\": 118135.1, \"datetime\": \"2025-07-22T13:00:00.000\"}, {\"close\": 119043.8, \"datetime\": \"2025-07-22T14:00:00.000\"}, {\"close\": 118899.8, \"datetime\": \"2025-07-22T15:00:00.000\"}, {\"close\": 118663.8, \"datetime\": \"2025-07-22T16:00:00.000\"}, {\"close\": 119196.0, \"datetime\": \"2025-07-22T17:00:00.000\"}, {\"close\": 119768.0, \"datetime\": \"2025-07-22T18:00:00.000\"}, {\"close\": 119286.5, \"datetime\": \"2025-07-22T19:00:00.000\"}, {\"close\": 119723.2, \"datetime\": \"2025-07-22T20:00:00.000\"}, {\"close\": 119424.3, \"datetime\": \"2025-07-22T21:00:00.000\"}, {\"close\": 119857.5, \"datetime\": \"2025-07-22T22:00:00.000\"}, {\"close\": 119993.7, \"datetime\": \"2025-07-22T23:00:00.000\"}, {\"close\": 119587.6, \"datetime\": \"2025-07-23T00:00:00.000\"}, {\"close\": 119521.7, \"datetime\": \"2025-07-23T01:00:00.000\"}, {\"close\": 119096.7, \"datetime\": \"2025-07-23T02:00:00.000\"}, {\"close\": 118620.8, \"datetime\": \"2025-07-23T03:00:00.000\"}, {\"close\": 118976.7, \"datetime\": \"2025-07-23T04:00:00.000\"}, {\"close\": 118618.6, \"datetime\": \"2025-07-23T05:00:00.000\"}, {\"close\": 118400.1, \"datetime\": \"2025-07-23T06:00:00.000\"}, {\"close\": 118327.0, \"datetime\": \"2025-07-23T07:00:00.000\"}, {\"close\": 118390.0, \"datetime\": \"2025-07-23T08:00:00.000\"}, {\"close\": 118002.0, \"datetime\": \"2025-07-23T09:00:00.000\"}, {\"close\": 118331.1, \"datetime\": \"2025-07-23T10:00:00.000\"}, {\"close\": 118484.8, \"datetime\": \"2025-07-23T11:00:00.000\"}, {\"close\": 117932.6, \"datetime\": \"2025-07-23T12:00:00.000\"}, {\"close\": 117336.7, \"datetime\": \"2025-07-23T13:00:00.000\"}, {\"close\": 118170.0, \"datetime\": \"2025-07-23T14:00:00.000\"}, {\"close\": 118531.0, \"datetime\": \"2025-07-23T15:00:00.000\"}, {\"close\": 117671.2, \"datetime\": \"2025-07-23T16:00:00.000\"}, {\"close\": 118078.9, \"datetime\": \"2025-07-23T17:00:00.000\"}, {\"close\": 118334.8, \"datetime\": \"2025-07-23T18:00:00.000\"}, {\"close\": 118344.4, \"datetime\": \"2025-07-23T19:00:00.000\"}, {\"close\": 117858.2, \"datetime\": \"2025-07-23T20:00:00.000\"}, {\"close\": 118144.0, \"datetime\": \"2025-07-23T21:00:00.000\"}, {\"close\": 118537.9, \"datetime\": \"2025-07-23T22:00:00.000\"}, {\"close\": 118713.5, \"datetime\": \"2025-07-23T23:00:00.000\"}, {\"close\": 119024.0, \"datetime\": \"2025-07-24T00:00:00.000\"}, {\"close\": 119060.3, \"datetime\": \"2025-07-24T01:00:00.000\"}, {\"close\": 118930.2, \"datetime\": \"2025-07-24T02:00:00.000\"}, {\"close\": 118451.5, \"datetime\": \"2025-07-24T03:00:00.000\"}, {\"close\": 117905.6, \"datetime\": \"2025-07-24T04:00:00.000\"}, {\"close\": 117556.7, \"datetime\": \"2025-07-24T05:00:00.000\"}, {\"close\": 117418.3, \"datetime\": \"2025-07-24T06:00:00.000\"}, {\"close\": 118368.0, \"datetime\": \"2025-07-24T07:00:00.000\"}, {\"close\": 118748.3, \"datetime\": \"2025-07-24T08:00:00.000\"}, {\"close\": 118460.2, \"datetime\": \"2025-07-24T09:00:00.000\"}, {\"close\": 118350.0, \"datetime\": \"2025-07-24T10:00:00.000\"}, {\"close\": 118558.0, \"datetime\": \"2025-07-24T11:00:00.000\"}, {\"close\": 118479.5, \"datetime\": \"2025-07-24T12:00:00.000\"}, {\"close\": 118171.2, \"datetime\": \"2025-07-24T13:00:00.000\"}, {\"close\": 119021.5, \"datetime\": \"2025-07-24T14:00:00.000\"}, {\"close\": 119074.1, \"datetime\": \"2025-07-24T15:00:00.000\"}, {\"close\": 118498.0, \"datetime\": \"2025-07-24T16:00:00.000\"}, {\"close\": 119093.2, \"datetime\": \"2025-07-24T17:00:00.000\"}, {\"close\": 119004.0, \"datetime\": \"2025-07-24T18:00:00.000\"}, {\"close\": 118902.0, \"datetime\": \"2025-07-24T19:00:00.000\"}, {\"close\": 118677.9, \"datetime\": \"2025-07-24T20:00:00.000\"}, {\"close\": 118485.4, \"datetime\": \"2025-07-24T21:00:00.000\"}, {\"close\": 118225.2, \"datetime\": \"2025-07-24T22:00:00.000\"}, {\"close\": 118294.3, \"datetime\": \"2025-07-24T23:00:00.000\"}, {\"close\": 117620.0, \"datetime\": \"2025-07-25T00:00:00.000\"}, {\"close\": 117334.7, \"datetime\": \"2025-07-25T01:00:00.000\"}, {\"close\": 116300.0, \"datetime\": \"2025-07-25T02:00:00.000\"}, {\"close\": 115384.6, \"datetime\": \"2025-07-25T03:00:00.000\"}, {\"close\": 116043.6, \"datetime\": \"2025-07-25T04:00:00.000\"}, {\"close\": 115481.2, \"datetime\": \"2025-07-25T05:00:00.000\"}, {\"close\": 115255.3, \"datetime\": \"2025-07-25T06:00:00.000\"}, {\"close\": 115288.8, \"datetime\": \"2025-07-25T07:00:00.000\"}, {\"close\": 115194.6, \"datetime\": \"2025-07-25T08:00:00.000\"}, {\"close\": 116025.3, \"datetime\": \"2025-07-25T09:00:00.000\"}, {\"close\": 116277.5, \"datetime\": \"2025-07-25T10:00:00.000\"}, {\"close\": 116504.6, \"datetime\": \"2025-07-25T11:00:00.000\"}, {\"close\": 116079.6, \"datetime\": \"2025-07-25T12:00:00.000\"}, {\"close\": 116195.5, \"datetime\": \"2025-07-25T13:00:00.000\"}, {\"close\": 114934.4, \"datetime\": \"2025-07-25T14:00:00.000\"}, {\"close\": 115687.4, \"datetime\": \"2025-07-25T15:00:00.000\"}, {\"close\": 116143.4, \"datetime\": \"2025-07-25T16:00:00.000\"}, {\"close\": 116002.0, \"datetime\": \"2025-07-25T17:00:00.000\"}, {\"close\": 116456.0, \"datetime\": \"2025-07-25T18:00:00.000\"}, {\"close\": 116649.6, \"datetime\": \"2025-07-25T19:00:00.000\"}, {\"close\": 117011.2, \"datetime\": \"2025-07-25T20:00:00.000\"}, {\"close\": 117183.3, \"datetime\": \"2025-07-25T21:00:00.000\"}, {\"close\": 117250.0, \"datetime\": \"2025-07-25T22:00:00.000\"}, {\"close\": 117583.5, \"datetime\": \"2025-07-25T23:00:00.000\"}, {\"close\": 117473.2, \"datetime\": \"2025-07-26T00:00:00.000\"}, {\"close\": 117143.8, \"datetime\": \"2025-07-26T01:00:00.000\"}, {\"close\": 117443.8, \"datetime\": \"2025-07-26T02:00:00.000\"}, {\"close\": 117455.8, \"datetime\": \"2025-07-26T03:00:00.000\"}, {\"close\": 117469.0, \"datetime\": \"2025-07-26T04:00:00.000\"}, {\"close\": 117415.1, \"datetime\": \"2025-07-26T05:00:00.000\"}, {\"close\": 117309.0, \"datetime\": \"2025-07-26T06:00:00.000\"}, {\"close\": 117288.1, \"datetime\": \"2025-07-26T07:00:00.000\"}, {\"close\": 117530.1, \"datetime\": \"2025-07-26T08:00:00.000\"}, {\"close\": 117547.4, \"datetime\": \"2025-07-26T09:00:00.000\"}, {\"close\": 117954.3, \"datetime\": \"2025-07-26T10:00:00.000\"}, {\"close\": 117758.0, \"datetime\": \"2025-07-26T11:00:00.000\"}, {\"close\": 117885.0, \"datetime\": \"2025-07-26T12:00:00.000\"}, {\"close\": 118099.4, \"datetime\": \"2025-07-26T13:00:00.000\"}, {\"close\": 118030.2, \"datetime\": \"2025-07-26T14:00:00.000\"}, {\"close\": 118111.1, \"datetime\": \"2025-07-26T15:00:00.000\"}, {\"close\": 118055.0, \"datetime\": \"2025-07-26T16:00:00.000\"}, {\"close\": 118009.4, \"datetime\": \"2025-07-26T17:00:00.000\"}, {\"close\": 118063.9, \"datetime\": \"2025-07-26T18:00:00.000\"}, {\"close\": 118209.0, \"datetime\": \"2025-07-26T19:00:00.000\"}, {\"close\": 117919.2, \"datetime\": \"2025-07-26T20:00:00.000\"}, {\"close\": 118013.2, \"datetime\": \"2025-07-26T21:00:00.000\"}, {\"close\": 117974.9, \"datetime\": \"2025-07-26T22:00:00.000\"}, {\"close\": 117889.2, \"datetime\": \"2025-07-26T23:00:00.000\"}, {\"close\": 117927.2, \"datetime\": \"2025-07-27T00:00:00.000\"}, {\"close\": 118063.6, \"datetime\": \"2025-07-27T01:00:00.000\"}, {\"close\": 118302.8, \"datetime\": \"2025-07-27T02:00:00.000\"}, {\"close\": 118162.0, \"datetime\": \"2025-07-27T03:00:00.000\"}, {\"close\": 118199.9, \"datetime\": \"2025-07-27T04:00:00.000\"}, {\"close\": 118258.2, \"datetime\": \"2025-07-27T05:00:00.000\"}, {\"close\": 118240.1, \"datetime\": \"2025-07-27T06:00:00.000\"}, {\"close\": 118083.6, \"datetime\": \"2025-07-27T07:00:00.000\"}, {\"close\": 117923.0, \"datetime\": \"2025-07-27T08:00:00.000\"}, {\"close\": 117913.7, \"datetime\": \"2025-07-27T09:00:00.000\"}, {\"close\": 118155.9, \"datetime\": \"2025-07-27T10:00:00.000\"}, {\"close\": 118053.4, \"datetime\": \"2025-07-27T11:00:00.000\"}, {\"close\": 118065.6, \"datetime\": \"2025-07-27T12:00:00.000\"}, {\"close\": 118182.3, \"datetime\": \"2025-07-27T13:00:00.000\"}, {\"close\": 118414.8, \"datetime\": \"2025-07-27T14:00:00.000\"}, {\"close\": 118580.8, \"datetime\": \"2025-07-27T15:00:00.000\"}, {\"close\": 119081.3, \"datetime\": \"2025-07-27T16:00:00.000\"}, {\"close\": 119184.4, \"datetime\": \"2025-07-27T17:00:00.000\"}, {\"close\": 119008.1, \"datetime\": \"2025-07-27T18:00:00.000\"}, {\"close\": 118953.3, \"datetime\": \"2025-07-27T19:00:00.000\"}, {\"close\": 118739.9, \"datetime\": \"2025-07-27T20:00:00.000\"}, {\"close\": 119257.3, \"datetime\": \"2025-07-27T21:00:00.000\"}, {\"close\": 119486.6, \"datetime\": \"2025-07-27T22:00:00.000\"}, {\"close\": 119423.4, \"datetime\": \"2025-07-27T23:00:00.000\"}, {\"close\": 119228.8, \"datetime\": \"2025-07-28T00:00:00.000\"}, {\"close\": 119031.6, \"datetime\": \"2025-07-28T01:00:00.000\"}, {\"close\": 119432.6, \"datetime\": \"2025-07-28T02:00:00.000\"}, {\"close\": 119269.7, \"datetime\": \"2025-07-28T03:00:00.000\"}, {\"close\": 119200.0, \"datetime\": \"2025-07-28T04:00:00.000\"}, {\"close\": 119517.1, \"datetime\": \"2025-07-28T05:00:00.000\"}, {\"close\": 119444.9, \"datetime\": \"2025-07-28T06:00:00.000\"}, {\"close\": 118873.2, \"datetime\": \"2025-07-28T07:00:00.000\"}, {\"close\": 119053.5, \"datetime\": \"2025-07-28T08:00:00.000\"}, {\"close\": 118920.9, \"datetime\": \"2025-07-28T09:00:00.000\"}, {\"close\": 118757.2, \"datetime\": \"2025-07-28T10:00:00.000\"}, {\"close\": 118813.3, \"datetime\": \"2025-07-28T11:00:00.000\"}, {\"close\": 118828.6, \"datetime\": \"2025-07-28T12:00:00.000\"}, {\"close\": 118412.0, \"datetime\": \"2025-07-28T13:00:00.000\"}, {\"close\": 117968.3, \"datetime\": \"2025-07-28T14:00:00.000\"}, {\"close\": 118152.8, \"datetime\": \"2025-07-28T15:00:00.000\"}, {\"close\": 117991.5, \"datetime\": \"2025-07-28T16:00:00.000\"}, {\"close\": 117650.0, \"datetime\": \"2025-07-28T17:00:00.000\"}, {\"close\": 117760.4, \"datetime\": \"2025-07-28T18:00:00.000\"}, {\"close\": 118050.0, \"datetime\": \"2025-07-28T19:00:00.000\"}, {\"close\": 118017.7, \"datetime\": \"2025-07-28T20:00:00.000\"}, {\"close\": 118081.5, \"datetime\": \"2025-07-28T21:00:00.000\"}, {\"close\": 117843.0, \"datetime\": \"2025-07-28T22:00:00.000\"}, {\"close\": 118041.4, \"datetime\": \"2025-07-28T23:00:00.000\"}, {\"close\": 117945.0, \"datetime\": \"2025-07-29T00:00:00.000\"}, {\"close\": 117738.6, \"datetime\": \"2025-07-29T01:00:00.000\"}, {\"close\": 118065.6, \"datetime\": \"2025-07-29T02:00:00.000\"}, {\"close\": 118745.6, \"datetime\": \"2025-07-29T03:00:00.000\"}, {\"close\": 118491.3, \"datetime\": \"2025-07-29T04:00:00.000\"}, {\"close\": 118766.0, \"datetime\": \"2025-07-29T05:00:00.000\"}, {\"close\": 118720.1, \"datetime\": \"2025-07-29T06:00:00.000\"}, {\"close\": 118856.2, \"datetime\": \"2025-07-29T07:00:00.000\"}, {\"close\": 118887.8, \"datetime\": \"2025-07-29T08:00:00.000\"}, {\"close\": 118750.0, \"datetime\": \"2025-07-29T09:00:00.000\"}, {\"close\": 118274.2, \"datetime\": \"2025-07-29T10:00:00.000\"}, {\"close\": 118560.0, \"datetime\": \"2025-07-29T11:00:00.000\"}, {\"close\": 118863.1, \"datetime\": \"2025-07-29T12:00:00.000\"}, {\"close\": 118589.9, \"datetime\": \"2025-07-29T13:00:00.000\"}, {\"close\": 117781.7, \"datetime\": \"2025-07-29T14:00:00.000\"}, {\"close\": 117345.7, \"datetime\": \"2025-07-29T15:00:00.000\"}, {\"close\": 117710.9, \"datetime\": \"2025-07-29T16:00:00.000\"}, {\"close\": 117723.5, \"datetime\": \"2025-07-29T17:00:00.000\"}, {\"close\": 117573.0, \"datetime\": \"2025-07-29T18:00:00.000\"}, {\"close\": 117484.9, \"datetime\": \"2025-07-29T19:00:00.000\"}, {\"close\": 117478.9, \"datetime\": \"2025-07-29T20:00:00.000\"}, {\"close\": 117555.1, \"datetime\": \"2025-07-29T21:00:00.000\"}, {\"close\": 117801.5, \"datetime\": \"2025-07-29T22:00:00.000\"}, {\"close\": 117897.0, \"datetime\": \"2025-07-29T23:00:00.000\"}, {\"close\": 117699.9, \"datetime\": \"2025-07-30T00:00:00.000\"}, {\"close\": 117805.1, \"datetime\": \"2025-07-30T01:00:00.000\"}, {\"close\": 117979.9, \"datetime\": \"2025-07-30T02:00:00.000\"}, {\"close\": 118106.5, \"datetime\": \"2025-07-30T03:00:00.000\"}, {\"close\": 117949.9, \"datetime\": \"2025-07-30T04:00:00.000\"}, {\"close\": 117948.2, \"datetime\": \"2025-07-30T05:00:00.000\"}, {\"close\": 118237.4, \"datetime\": \"2025-07-30T06:00:00.000\"}, {\"close\": 118083.1, \"datetime\": \"2025-07-30T07:00:00.000\"}, {\"close\": 118324.7, \"datetime\": \"2025-07-30T08:00:00.000\"}, {\"close\": 118126.4, \"datetime\": \"2025-07-30T09:00:00.000\"}, {\"close\": 117983.9, \"datetime\": \"2025-07-30T10:00:00.000\"}, {\"close\": 117526.7, \"datetime\": \"2025-07-30T11:00:00.000\"}, {\"close\": 117680.2, \"datetime\": \"2025-07-30T12:00:00.000\"}, {\"close\": 117624.5, \"datetime\": \"2025-07-30T13:00:00.000\"}, {\"close\": 118678.5, \"datetime\": \"2025-07-30T14:00:00.000\"}, {\"close\": 117950.0, \"datetime\": \"2025-07-30T15:00:00.000\"}, {\"close\": 117697.0, \"datetime\": \"2025-07-30T16:00:00.000\"}, {\"close\": 117748.1, \"datetime\": \"2025-07-30T17:00:00.000\"}, {\"close\": 116477.0, \"datetime\": \"2025-07-30T18:00:00.000\"}, {\"close\": 116865.2, \"datetime\": \"2025-07-30T19:00:00.000\"}, {\"close\": 117138.9, \"datetime\": \"2025-07-30T20:00:00.000\"}, {\"close\": 117280.0, \"datetime\": \"2025-07-30T21:00:00.000\"}, {\"close\": 117431.2, \"datetime\": \"2025-07-30T22:00:00.000\"}, {\"close\": 117771.0, \"datetime\": \"2025-07-30T23:00:00.000\"}, {\"close\": 118368.5, \"datetime\": \"2025-07-31T00:00:00.000\"}, {\"close\": 118025.2, \"datetime\": \"2025-07-31T01:00:00.000\"}, {\"close\": 118392.9, \"datetime\": \"2025-07-31T02:00:00.000\"}, {\"close\": 118429.0, \"datetime\": \"2025-07-31T03:00:00.000\"}, {\"close\": 118472.3, \"datetime\": \"2025-07-31T04:00:00.000\"}, {\"close\": 118320.0, \"datetime\": \"2025-07-31T05:00:00.000\"}, {\"close\": 118653.4, \"datetime\": \"2025-07-31T06:00:00.000\"}, {\"close\": 118624.1, \"datetime\": \"2025-07-31T07:00:00.000\"}, {\"close\": 118550.8, \"datetime\": \"2025-07-31T08:00:00.000\"}, {\"close\": 118562.4, \"datetime\": \"2025-07-31T09:00:00.000\"}, {\"close\": 118474.0, \"datetime\": \"2025-07-31T10:00:00.000\"}, {\"close\": 118330.9, \"datetime\": \"2025-07-31T11:00:00.000\"}, {\"close\": 118580.0, \"datetime\": \"2025-07-31T12:00:00.000\"}, {\"close\": 118506.2, \"datetime\": \"2025-07-31T13:00:00.000\"}, {\"close\": 117871.9, \"datetime\": \"2025-07-31T14:00:00.000\"}, {\"close\": 118259.3, \"datetime\": \"2025-07-31T15:00:00.000\"}, {\"close\": 118492.0, \"datetime\": \"2025-07-31T16:00:00.000\"}, {\"close\": 117712.1, \"datetime\": \"2025-07-31T17:00:00.000\"}, {\"close\": 117600.0, \"datetime\": \"2025-07-31T18:00:00.000\"}, {\"close\": 116718.9, \"datetime\": \"2025-07-31T19:00:00.000\"}, {\"close\": 116450.0, \"datetime\": \"2025-07-31T20:00:00.000\"}, {\"close\": 116479.0, \"datetime\": \"2025-07-31T21:00:00.000\"}, {\"close\": 115934.9, \"datetime\": \"2025-07-31T22:00:00.000\"}, {\"close\": 115697.3, \"datetime\": \"2025-07-31T23:00:00.000\"}, {\"close\": 115366.9, \"datetime\": \"2025-08-01T00:00:00.000\"}, {\"close\": 115270.2, \"datetime\": \"2025-08-01T01:00:00.000\"}, {\"close\": 115908.8, \"datetime\": \"2025-08-01T02:00:00.000\"}, {\"close\": 115595.7, \"datetime\": \"2025-08-01T03:00:00.000\"}, {\"close\": 115648.3, \"datetime\": \"2025-08-01T04:00:00.000\"}, {\"close\": 115511.4, \"datetime\": \"2025-08-01T05:00:00.000\"}, {\"close\": 115112.8, \"datetime\": \"2025-08-01T06:00:00.000\"}, {\"close\": 115015.1, \"datetime\": \"2025-08-01T07:00:00.000\"}, {\"close\": 114552.3, \"datetime\": \"2025-08-01T08:00:00.000\"}, {\"close\": 114890.3, \"datetime\": \"2025-08-01T09:00:00.000\"}, {\"close\": 114697.7, \"datetime\": \"2025-08-01T10:00:00.000\"}, {\"close\": 115246.6, \"datetime\": \"2025-08-01T11:00:00.000\"}, {\"close\": 115674.9, \"datetime\": \"2025-08-01T12:00:00.000\"}, {\"close\": 114304.7, \"datetime\": \"2025-08-01T13:00:00.000\"}, {\"close\": 115568.7, \"datetime\": \"2025-08-01T14:00:00.000\"}, {\"close\": 115305.3, \"datetime\": \"2025-08-01T15:00:00.000\"}, {\"close\": 114962.2, \"datetime\": \"2025-08-01T16:00:00.000\"}, {\"close\": 114387.3, \"datetime\": \"2025-08-01T17:00:00.000\"}, {\"close\": 113792.7, \"datetime\": \"2025-08-01T18:00:00.000\"}, {\"close\": 113278.5, \"datetime\": \"2025-08-01T19:00:00.000\"}, {\"close\": 113900.0, \"datetime\": \"2025-08-01T20:00:00.000\"}, {\"close\": 113833.9, \"datetime\": \"2025-08-01T21:00:00.000\"}, {\"close\": 113086.2, \"datetime\": \"2025-08-01T22:00:00.000\"}, {\"close\": 113244.8, \"datetime\": \"2025-08-01T23:00:00.000\"}, {\"close\": 113762.7, \"datetime\": \"2025-08-02T00:00:00.000\"}, {\"close\": 113620.1, \"datetime\": \"2025-08-02T01:00:00.000\"}, {\"close\": 113647.2, \"datetime\": \"2025-08-02T02:00:00.000\"}, {\"close\": 113859.9, \"datetime\": \"2025-08-02T03:00:00.000\"}, {\"close\": 113969.6, \"datetime\": \"2025-08-02T04:00:00.000\"}, {\"close\": 113929.1, \"datetime\": \"2025-08-02T05:00:00.000\"}, {\"close\": 113655.1, \"datetime\": \"2025-08-02T06:00:00.000\"}, {\"close\": 113919.9, \"datetime\": \"2025-08-02T07:00:00.000\"}, {\"close\": 113633.8, \"datetime\": \"2025-08-02T08:00:00.000\"}, {\"close\": 113634.3, \"datetime\": \"2025-08-02T09:00:00.000\"}, {\"close\": 113504.2, \"datetime\": \"2025-08-02T10:00:00.000\"}, {\"close\": 113732.5, \"datetime\": \"2025-08-02T11:00:00.000\"}, {\"close\": 113574.1, \"datetime\": \"2025-08-02T12:00:00.000\"}, {\"close\": 113410.1, \"datetime\": \"2025-08-02T13:00:00.000\"}, {\"close\": 113054.6, \"datetime\": \"2025-08-02T14:00:00.000\"}, {\"close\": 112798.6, \"datetime\": \"2025-08-02T15:00:00.000\"}, {\"close\": 113156.9, \"datetime\": \"2025-08-02T16:00:00.000\"}, {\"close\": 112689.4, \"datetime\": \"2025-08-02T17:00:00.000\"}, {\"close\": 112285.2, \"datetime\": \"2025-08-02T18:00:00.000\"}, {\"close\": 112175.5, \"datetime\": \"2025-08-02T19:00:00.000\"}, {\"close\": 112750.3, \"datetime\": \"2025-08-02T20:00:00.000\"}, {\"close\": 112814.0, \"datetime\": \"2025-08-02T21:00:00.000\"}, {\"close\": 112810.2, \"datetime\": \"2025-08-02T22:00:00.000\"}, {\"close\": 112508.8, \"datetime\": \"2025-08-02T23:00:00.000\"}, {\"close\": 112902.3, \"datetime\": \"2025-08-03T00:00:00.000\"}, {\"close\": 113050.3, \"datetime\": \"2025-08-03T01:00:00.000\"}, {\"close\": 113466.3, \"datetime\": \"2025-08-03T02:00:00.000\"}, {\"close\": 113550.9, \"datetime\": \"2025-08-03T03:00:00.000\"}, {\"close\": 113424.2, \"datetime\": \"2025-08-03T04:00:00.000\"}, {\"close\": 113570.3, \"datetime\": \"2025-08-03T05:00:00.000\"}, {\"close\": 113504.2, \"datetime\": \"2025-08-03T06:00:00.000\"}, {\"close\": 113647.2, \"datetime\": \"2025-08-03T07:00:00.000\"}, {\"close\": 113640.8, \"datetime\": \"2025-08-03T08:00:00.000\"}, {\"close\": 113612.4, \"datetime\": \"2025-08-03T09:00:00.000\"}, {\"close\": 113846.0, \"datetime\": \"2025-08-03T10:00:00.000\"}, {\"close\": 113810.1, \"datetime\": \"2025-08-03T11:00:00.000\"}, {\"close\": 113957.0, \"datetime\": \"2025-08-03T12:00:00.000\"}, {\"close\": 113896.9, \"datetime\": \"2025-08-03T13:00:00.000\"}, {\"close\": 113732.2, \"datetime\": \"2025-08-03T14:00:00.000\"}, {\"close\": 113904.3, \"datetime\": \"2025-08-03T15:00:00.000\"}, {\"close\": 113950.1, \"datetime\": \"2025-08-03T16:00:00.000\"}, {\"close\": 114068.9, \"datetime\": \"2025-08-03T17:00:00.000\"}, {\"close\": 114328.4, \"datetime\": \"2025-08-03T18:00:00.000\"}, {\"close\": 114259.0, \"datetime\": \"2025-08-03T19:00:00.000\"}, {\"close\": 114370.2, \"datetime\": \"2025-08-03T20:00:00.000\"}, {\"close\": 114378.8, \"datetime\": \"2025-08-03T21:00:00.000\"}, {\"close\": 114264.8, \"datetime\": \"2025-08-03T22:00:00.000\"}, {\"close\": 114150.8, \"datetime\": \"2025-08-03T23:00:00.000\"}, {\"close\": 114856.6, \"datetime\": \"2025-08-04T00:00:00.000\"}, {\"close\": 114637.8, \"datetime\": \"2025-08-04T01:00:00.000\"}, {\"close\": 114754.9, \"datetime\": \"2025-08-04T02:00:00.000\"}, {\"close\": 114520.2, \"datetime\": \"2025-08-04T03:00:00.000\"}, {\"close\": 114336.6, \"datetime\": \"2025-08-04T04:00:00.000\"}, {\"close\": 114335.6, \"datetime\": \"2025-08-04T05:00:00.000\"}, {\"close\": 114372.1, \"datetime\": \"2025-08-04T06:00:00.000\"}, {\"close\": 114607.0, \"datetime\": \"2025-08-04T07:00:00.000\"}, {\"close\": 114493.4, \"datetime\": \"2025-08-04T08:00:00.000\"}, {\"close\": 114273.0, \"datetime\": \"2025-08-04T09:00:00.000\"}, {\"close\": 114201.7, \"datetime\": \"2025-08-04T10:00:00.000\"}, {\"close\": 114450.0, \"datetime\": \"2025-08-04T11:00:00.000\"}, {\"close\": 114395.3, \"datetime\": \"2025-08-04T12:00:00.000\"}, {\"close\": 114870.1, \"datetime\": \"2025-08-04T13:00:00.000\"}, {\"close\": 114686.6, \"datetime\": \"2025-08-04T14:00:00.000\"}, {\"close\": 114766.3, \"datetime\": \"2025-08-04T15:00:00.000\"}, {\"close\": 115253.3, \"datetime\": \"2025-08-04T16:00:00.000\"}, {\"close\": 115149.9, \"datetime\": \"2025-08-04T17:00:00.000\"}, {\"close\": 114907.3, \"datetime\": \"2025-08-04T18:00:00.000\"}, {\"close\": 114724.0, \"datetime\": \"2025-08-04T19:00:00.000\"}, {\"close\": 114754.9, \"datetime\": \"2025-08-04T20:00:00.000\"}, {\"close\": 115066.3, \"datetime\": \"2025-08-04T21:00:00.000\"}, {\"close\": 115284.1, \"datetime\": \"2025-08-04T22:00:00.000\"}, {\"close\": 115002.1, \"datetime\": \"2025-08-04T23:00:00.000\"}, {\"close\": 114837.5, \"datetime\": \"2025-08-05T00:00:00.000\"}, {\"close\": 114668.3, \"datetime\": \"2025-08-05T01:00:00.000\"}, {\"close\": 114683.1, \"datetime\": \"2025-08-05T02:00:00.000\"}, {\"close\": 114215.0, \"datetime\": \"2025-08-05T03:00:00.000\"}, {\"close\": 114287.8, \"datetime\": \"2025-08-05T04:00:00.000\"}, {\"close\": 114373.8, \"datetime\": \"2025-08-05T05:00:00.000\"}, {\"close\": 114135.0, \"datetime\": \"2025-08-05T06:00:00.000\"}, {\"close\": 113924.7, \"datetime\": \"2025-08-05T07:00:00.000\"}, {\"close\": 114239.8, \"datetime\": \"2025-08-05T08:00:00.000\"}, {\"close\": 114649.7, \"datetime\": \"2025-08-05T09:00:00.000\"}, {\"close\": 114799.6, \"datetime\": \"2025-08-05T10:00:00.000\"}, {\"close\": 114782.0, \"datetime\": \"2025-08-05T11:00:00.000\"}, {\"close\": 113897.0, \"datetime\": \"2025-08-05T12:00:00.000\"}, {\"close\": 114322.6, \"datetime\": \"2025-08-05T13:00:00.000\"}, {\"close\": 112975.6, \"datetime\": \"2025-08-05T14:00:00.000\"}, {\"close\": 112871.8, \"datetime\": \"2025-08-05T15:00:00.000\"}, {\"close\": 113120.0, \"datetime\": \"2025-08-05T16:00:00.000\"}, {\"close\": 113579.7, \"datetime\": \"2025-08-05T17:00:00.000\"}, {\"close\": 113595.9, \"datetime\": \"2025-08-05T18:00:00.000\"}, {\"close\": 113573.1, \"datetime\": \"2025-08-05T19:00:00.000\"}, {\"close\": 113655.8, \"datetime\": \"2025-08-05T20:00:00.000\"}, {\"close\": 113544.0, \"datetime\": \"2025-08-05T21:00:00.000\"}, {\"close\": 113910.0, \"datetime\": \"2025-08-05T22:00:00.000\"}, {\"close\": 114069.6, \"datetime\": \"2025-08-05T23:00:00.000\"}, {\"close\": 113834.5, \"datetime\": \"2025-08-06T00:00:00.000\"}, {\"close\": 113777.3, \"datetime\": \"2025-08-06T01:00:00.000\"}, {\"close\": 113588.7, \"datetime\": \"2025-08-06T02:00:00.000\"}, {\"close\": 113470.1, \"datetime\": \"2025-08-06T03:00:00.000\"}, {\"close\": 113385.7, \"datetime\": \"2025-08-06T04:00:00.000\"}, {\"close\": 114114.8, \"datetime\": \"2025-08-06T05:00:00.000\"}, {\"close\": 114042.2, \"datetime\": \"2025-08-06T06:00:00.000\"}, {\"close\": 114179.2, \"datetime\": \"2025-08-06T07:00:00.000\"}, {\"close\": 113900.1, \"datetime\": \"2025-08-06T08:00:00.000\"}, {\"close\": 114049.6, \"datetime\": \"2025-08-06T09:00:00.000\"}, {\"close\": 114019.2, \"datetime\": \"2025-08-06T10:00:00.000\"}, {\"close\": 114188.0, \"datetime\": \"2025-08-06T11:00:00.000\"}, {\"close\": 113872.7, \"datetime\": \"2025-08-06T12:00:00.000\"}, {\"close\": 114218.6, \"datetime\": \"2025-08-06T13:00:00.000\"}, {\"close\": 115142.7, \"datetime\": \"2025-08-06T14:00:00.000\"}, {\"close\": 115366.3, \"datetime\": \"2025-08-06T15:00:00.000\"}, {\"close\": 115088.5, \"datetime\": \"2025-08-06T16:00:00.000\"}, {\"close\": 115465.6, \"datetime\": \"2025-08-06T17:00:00.000\"}, {\"close\": 115378.8, \"datetime\": \"2025-08-06T18:00:00.000\"}, {\"close\": 115215.1, \"datetime\": \"2025-08-06T19:00:00.000\"}, {\"close\": 114989.5, \"datetime\": \"2025-08-06T20:00:00.000\"}, {\"close\": 115010.5, \"datetime\": \"2025-08-06T21:00:00.000\"}, {\"close\": 115046.4, \"datetime\": \"2025-08-06T22:00:00.000\"}, {\"close\": 114941.0, \"datetime\": \"2025-08-06T23:00:00.000\"}, {\"close\": 114847.2, \"datetime\": \"2025-08-07T00:00:00.000\"}, {\"close\": 114703.6, \"datetime\": \"2025-08-07T01:00:00.000\"}, {\"close\": 114507.2, \"datetime\": \"2025-08-07T02:00:00.000\"}, {\"close\": 114500.8, \"datetime\": \"2025-08-07T03:00:00.000\"}, {\"close\": 114308.5, \"datetime\": \"2025-08-07T04:00:00.000\"}, {\"close\": 114530.0, \"datetime\": \"2025-08-07T05:00:00.000\"}, {\"close\": 114603.0, \"datetime\": \"2025-08-07T06:00:00.000\"}, {\"close\": 114751.1, \"datetime\": \"2025-08-07T07:00:00.000\"}, {\"close\": 114913.3, \"datetime\": \"2025-08-07T08:00:00.000\"}, {\"close\": 115020.4, \"datetime\": \"2025-08-07T09:00:00.000\"}, {\"close\": 116291.4, \"datetime\": \"2025-08-07T10:00:00.000\"}, {\"close\": 116469.1, \"datetime\": \"2025-08-07T11:00:00.000\"}, {\"close\": 116323.8, \"datetime\": \"2025-08-07T12:00:00.000\"}, {\"close\": 116590.7, \"datetime\": \"2025-08-07T13:00:00.000\"}, {\"close\": 116313.2, \"datetime\": \"2025-08-07T14:00:00.000\"}, {\"close\": 116634.6, \"datetime\": \"2025-08-07T15:00:00.000\"}, {\"close\": 116199.2, \"datetime\": \"2025-08-07T16:00:00.000\"}, {\"close\": 116451.2, \"datetime\": \"2025-08-07T17:00:00.000\"}, {\"close\": 116504.6, \"datetime\": \"2025-08-07T18:00:00.000\"}, {\"close\": 117407.6, \"datetime\": \"2025-08-07T19:00:00.000\"}, {\"close\": 117120.4, \"datetime\": \"2025-08-07T20:00:00.000\"}, {\"close\": 117029.9, \"datetime\": \"2025-08-07T21:00:00.000\"}, {\"close\": 117500.1, \"datetime\": \"2025-08-07T22:00:00.000\"}, {\"close\": 117419.9, \"datetime\": \"2025-08-07T23:00:00.000\"}, {\"close\": 117216.5, \"datetime\": \"2025-08-08T00:00:00.000\"}, {\"close\": 116843.0, \"datetime\": \"2025-08-08T01:00:00.000\"}, {\"close\": 116655.6, \"datetime\": \"2025-08-08T02:00:00.000\"}, {\"close\": 116692.2, \"datetime\": \"2025-08-08T03:00:00.000\"}, {\"close\": 116700.0, \"datetime\": \"2025-08-08T04:00:00.000\"}, {\"close\": 116484.0, \"datetime\": \"2025-08-08T05:00:00.000\"}, {\"close\": 116686.1, \"datetime\": \"2025-08-08T06:00:00.000\"}, {\"close\": 116772.0, \"datetime\": \"2025-08-08T07:00:00.000\"}, {\"close\": 116570.4, \"datetime\": \"2025-08-08T08:00:00.000\"}, {\"close\": 116628.9, \"datetime\": \"2025-08-08T09:00:00.000\"}, {\"close\": 116496.6, \"datetime\": \"2025-08-08T10:00:00.000\"}, {\"close\": 116840.5, \"datetime\": \"2025-08-08T11:00:00.000\"}, {\"close\": 116450.4, \"datetime\": \"2025-08-08T12:00:00.000\"}, {\"close\": 116862.8, \"datetime\": \"2025-08-08T13:00:00.000\"}, {\"close\": 116441.7, \"datetime\": \"2025-08-08T14:00:00.000\"}, {\"close\": 116162.0, \"datetime\": \"2025-08-08T15:00:00.000\"}, {\"close\": 116151.9, \"datetime\": \"2025-08-08T16:00:00.000\"}, {\"close\": 116665.9, \"datetime\": \"2025-08-08T17:00:00.000\"}, {\"close\": 116460.5, \"datetime\": \"2025-08-08T18:00:00.000\"}, {\"close\": 116384.4, \"datetime\": \"2025-08-08T19:00:00.000\"}, {\"close\": 116850.1, \"datetime\": \"2025-08-08T20:00:00.000\"}, {\"close\": 116883.0, \"datetime\": \"2025-08-08T21:00:00.000\"}, {\"close\": 116833.7, \"datetime\": \"2025-08-08T22:00:00.000\"}, {\"close\": 116628.2, \"datetime\": \"2025-08-08T23:00:00.000\"}, {\"close\": 116542.8, \"datetime\": \"2025-08-09T00:00:00.000\"}, {\"close\": 116517.0, \"datetime\": \"2025-08-09T01:00:00.000\"}, {\"close\": 116355.4, \"datetime\": \"2025-08-09T02:00:00.000\"}, {\"close\": 116331.5, \"datetime\": \"2025-08-09T03:00:00.000\"}, {\"close\": 116383.8, \"datetime\": \"2025-08-09T04:00:00.000\"}, {\"close\": 116684.6, \"datetime\": \"2025-08-09T05:00:00.000\"}, {\"close\": 116601.3, \"datetime\": \"2025-08-09T06:00:00.000\"}, {\"close\": 116703.2, \"datetime\": \"2025-08-09T07:00:00.000\"}, {\"close\": 117069.5, \"datetime\": \"2025-08-09T08:00:00.000\"}, {\"close\": 117473.3, \"datetime\": \"2025-08-09T09:00:00.000\"}, {\"close\": 117370.0, \"datetime\": \"2025-08-09T10:00:00.000\"}, {\"close\": 117064.9, \"datetime\": \"2025-08-09T11:00:00.000\"}, {\"close\": 117057.1, \"datetime\": \"2025-08-09T12:00:00.000\"}, {\"close\": 116914.9, \"datetime\": \"2025-08-09T13:00:00.000\"}, {\"close\": 116915.0, \"datetime\": \"2025-08-09T14:00:00.000\"}, {\"close\": 116835.6, \"datetime\": \"2025-08-09T15:00:00.000\"}, {\"close\": 116596.8, \"datetime\": \"2025-08-09T16:00:00.000\"}, {\"close\": 116627.1, \"datetime\": \"2025-08-09T17:00:00.000\"}, {\"close\": 116579.9, \"datetime\": \"2025-08-09T18:00:00.000\"}, {\"close\": 116499.9, \"datetime\": \"2025-08-09T19:00:00.000\"}, {\"close\": 116732.9, \"datetime\": \"2025-08-09T20:00:00.000\"}, {\"close\": 116479.0, \"datetime\": \"2025-08-09T21:00:00.000\"}, {\"close\": 116502.3, \"datetime\": \"2025-08-09T22:00:00.000\"}, {\"close\": 116422.1, \"datetime\": \"2025-08-09T23:00:00.000\"}, {\"close\": 116691.2, \"datetime\": \"2025-08-10T00:00:00.000\"}, {\"close\": 116535.1, \"datetime\": \"2025-08-10T01:00:00.000\"}, {\"close\": 117273.7, \"datetime\": \"2025-08-10T02:00:00.000\"}, {\"close\": 118480.1, \"datetime\": \"2025-08-10T03:00:00.000\"}, {\"close\": 118460.4, \"datetime\": \"2025-08-10T04:00:00.000\"}, {\"close\": 117999.9, \"datetime\": \"2025-08-10T05:00:00.000\"}, {\"close\": 118032.0, \"datetime\": \"2025-08-10T06:00:00.000\"}, {\"close\": 117770.0, \"datetime\": \"2025-08-10T07:00:00.000\"}, {\"close\": 118267.8, \"datetime\": \"2025-08-10T08:00:00.000\"}, {\"close\": 118246.7, \"datetime\": \"2025-08-10T09:00:00.000\"}, {\"close\": 117981.2, \"datetime\": \"2025-08-10T10:00:00.000\"}, {\"close\": 118295.9, \"datetime\": \"2025-08-10T11:00:00.000\"}, {\"close\": 118466.3, \"datetime\": \"2025-08-10T12:00:00.000\"}, {\"close\": 118410.5, \"datetime\": \"2025-08-10T13:00:00.000\"}, {\"close\": 118749.3, \"datetime\": \"2025-08-10T14:00:00.000\"}, {\"close\": 118766.0, \"datetime\": \"2025-08-10T15:00:00.000\"}, {\"close\": 118636.8, \"datetime\": \"2025-08-10T16:00:00.000\"}, {\"close\": 118489.5, \"datetime\": \"2025-08-10T17:00:00.000\"}, {\"close\": 118519.9, \"datetime\": \"2025-08-10T18:00:00.000\"}, {\"close\": 118624.5, \"datetime\": \"2025-08-10T19:00:00.000\"}, {\"close\": 118277.1, \"datetime\": \"2025-08-10T20:00:00.000\"}, {\"close\": 118678.0, \"datetime\": \"2025-08-10T21:00:00.000\"}, {\"close\": 119046.6, \"datetime\": \"2025-08-10T22:00:00.000\"}, {\"close\": 119255.3, \"datetime\": \"2025-08-10T23:00:00.000\"}, {\"close\": 119093.1, \"datetime\": \"2025-08-11T00:00:00.000\"}, {\"close\": 120050.1, \"datetime\": \"2025-08-11T01:00:00.000\"}, {\"close\": 121837.5, \"datetime\": \"2025-08-11T02:00:00.000\"}, {\"close\": 121700.1, \"datetime\": \"2025-08-11T03:00:00.000\"}, {\"close\": 122069.7, \"datetime\": \"2025-08-11T04:00:00.000\"}, {\"close\": 122042.3, \"datetime\": \"2025-08-11T05:00:00.000\"}, {\"close\": 122288.9, \"datetime\": \"2025-08-11T06:00:00.000\"}, {\"close\": 121534.8, \"datetime\": \"2025-08-11T07:00:00.000\"}, {\"close\": 121673.2, \"datetime\": \"2025-08-11T08:00:00.000\"}, {\"close\": 121412.3, \"datetime\": \"2025-08-11T09:00:00.000\"}, {\"close\": 121167.6, \"datetime\": \"2025-08-11T10:00:00.000\"}, {\"close\": 120545.0, \"datetime\": \"2025-08-11T11:00:00.000\"}, {\"close\": 119632.8, \"datetime\": \"2025-08-11T12:00:00.000\"}, {\"close\": 119970.0, \"datetime\": \"2025-08-11T13:00:00.000\"}, {\"close\": 120195.1, \"datetime\": \"2025-08-11T14:00:00.000\"}, {\"close\": 120271.2, \"datetime\": \"2025-08-11T15:00:00.000\"}, {\"close\": 119910.3, \"datetime\": \"2025-08-11T16:00:00.000\"}, {\"close\": 119469.7, \"datetime\": \"2025-08-11T17:00:00.000\"}, {\"close\": 119748.1, \"datetime\": \"2025-08-11T18:00:00.000\"}, {\"close\": 119035.3, \"datetime\": \"2025-08-11T19:00:00.000\"}, {\"close\": 118775.6, \"datetime\": \"2025-08-11T20:00:00.000\"}, {\"close\": 118671.3, \"datetime\": \"2025-08-11T21:00:00.000\"}, {\"close\": 118845.5, \"datetime\": \"2025-08-11T22:00:00.000\"}, {\"close\": 118641.9, \"datetime\": \"2025-08-11T23:00:00.000\"}, {\"close\": 118907.9, \"datetime\": \"2025-08-12T00:00:00.000\"}, {\"close\": 118924.4, \"datetime\": \"2025-08-12T01:00:00.000\"}, {\"close\": 119003.7, \"datetime\": \"2025-08-12T02:00:00.000\"}, {\"close\": 118813.1, \"datetime\": \"2025-08-12T03:00:00.000\"}, {\"close\": 119024.0, \"datetime\": \"2025-08-12T04:00:00.000\"}, {\"close\": 118783.0, \"datetime\": \"2025-08-12T05:00:00.000\"}, {\"close\": 118792.7, \"datetime\": \"2025-08-12T06:00:00.000\"}, {\"close\": 118931.9, \"datetime\": \"2025-08-12T07:00:00.000\"}, {\"close\": 118761.4, \"datetime\": \"2025-08-12T08:00:00.000\"}, {\"close\": 118359.9, \"datetime\": \"2025-08-12T09:00:00.000\"}, {\"close\": 118407.1, \"datetime\": \"2025-08-12T10:00:00.000\"}, {\"close\": 118464.1, \"datetime\": \"2025-08-12T11:00:00.000\"}, {\"close\": 119225.8, \"datetime\": \"2025-08-12T12:00:00.000\"}, {\"close\": 118806.6, \"datetime\": \"2025-08-12T13:00:00.000\"}, {\"close\": 119419.0, \"datetime\": \"2025-08-12T14:00:00.000\"}, {\"close\": 119888.0, \"datetime\": \"2025-08-12T15:00:00.000\"}, {\"close\": 119608.3, \"datetime\": \"2025-08-12T16:00:00.000\"}, {\"close\": 119222.1, \"datetime\": \"2025-08-12T17:00:00.000\"}, {\"close\": 119297.5, \"datetime\": \"2025-08-12T18:00:00.000\"}, {\"close\": 119600.3, \"datetime\": \"2025-08-12T19:00:00.000\"}, {\"close\": 120129.8, \"datetime\": \"2025-08-12T20:00:00.000\"}, {\"close\": 119854.0, \"datetime\": \"2025-08-12T21:00:00.000\"}, {\"close\": 120049.9, \"datetime\": \"2025-08-12T22:00:00.000\"}, {\"close\": 120081.0, \"datetime\": \"2025-08-12T23:00:00.000\"}, {\"close\": 119665.3, \"datetime\": \"2025-08-13T00:00:00.000\"}, {\"close\": 119422.6, \"datetime\": \"2025-08-13T01:00:00.000\"}, {\"close\": 119500.1, \"datetime\": \"2025-08-13T02:00:00.000\"}, {\"close\": 119436.0, \"datetime\": \"2025-08-13T03:00:00.000\"}, {\"close\": 119294.0, \"datetime\": \"2025-08-13T04:00:00.000\"}, {\"close\": 119029.9, \"datetime\": \"2025-08-13T05:00:00.000\"}, {\"close\": 119368.1, \"datetime\": \"2025-08-13T06:00:00.000\"}, {\"close\": 119540.3, \"datetime\": \"2025-08-13T07:00:00.000\"}, {\"close\": 120015.6, \"datetime\": \"2025-08-13T08:00:00.000\"}, {\"close\": 120082.8, \"datetime\": \"2025-08-13T09:00:00.000\"}, {\"close\": 120468.4, \"datetime\": \"2025-08-13T10:00:00.000\"}, {\"close\": 120538.5, \"datetime\": \"2025-08-13T11:00:00.000\"}, {\"close\": 120254.6, \"datetime\": \"2025-08-13T12:00:00.000\"}, {\"close\": 121777.3, \"datetime\": \"2025-08-13T13:00:00.000\"}, {\"close\": 120880.0, \"datetime\": \"2025-08-13T14:00:00.000\"}, {\"close\": 120897.2, \"datetime\": \"2025-08-13T15:00:00.000\"}, {\"close\": 121420.0, \"datetime\": \"2025-08-13T16:00:00.000\"}, {\"close\": 121774.6, \"datetime\": \"2025-08-13T17:00:00.000\"}, {\"close\": 121587.3, \"datetime\": \"2025-08-13T18:00:00.000\"}, {\"close\": 122719.9, \"datetime\": \"2025-08-13T19:00:00.000\"}, {\"close\": 122905.4, \"datetime\": \"2025-08-13T20:00:00.000\"}, {\"close\": 122581.1, \"datetime\": \"2025-08-13T21:00:00.000\"}, {\"close\": 122965.2, \"datetime\": \"2025-08-13T22:00:00.000\"}, {\"close\": 123323.9, \"datetime\": \"2025-08-13T23:00:00.000\"}, {\"close\": 123871.1, \"datetime\": \"2025-08-14T00:00:00.000\"}, {\"close\": 123367.8, \"datetime\": \"2025-08-14T01:00:00.000\"}, {\"close\": 123702.3, \"datetime\": \"2025-08-14T02:00:00.000\"}, {\"close\": 123405.2, \"datetime\": \"2025-08-14T03:00:00.000\"}, {\"close\": 123057.0, \"datetime\": \"2025-08-14T04:00:00.000\"}, {\"close\": 122166.0, \"datetime\": \"2025-08-14T05:00:00.000\"}, {\"close\": 121792.4, \"datetime\": \"2025-08-14T06:00:00.000\"}, {\"close\": 121742.4, \"datetime\": \"2025-08-14T07:00:00.000\"}, {\"close\": 121643.7, \"datetime\": \"2025-08-14T08:00:00.000\"}, {\"close\": 121646.0, \"datetime\": \"2025-08-14T09:00:00.000\"}, {\"close\": 120952.9, \"datetime\": \"2025-08-14T10:00:00.000\"}, {\"close\": 120947.9, \"datetime\": \"2025-08-14T11:00:00.000\"}, {\"close\": 118822.2, \"datetime\": \"2025-08-14T12:00:00.000\"}, {\"close\": 118364.7, \"datetime\": \"2025-08-14T13:00:00.000\"}, {\"close\": 118752.1, \"datetime\": \"2025-08-14T14:00:00.000\"}, {\"close\": 118185.9, \"datetime\": \"2025-08-14T15:00:00.000\"}, {\"close\": 117815.2, \"datetime\": \"2025-08-14T16:00:00.000\"}, {\"close\": 117878.7, \"datetime\": \"2025-08-14T17:00:00.000\"}, {\"close\": 118033.1, \"datetime\": \"2025-08-14T18:00:00.000\"}, {\"close\": 117889.5, \"datetime\": \"2025-08-14T19:00:00.000\"}, {\"close\": 117811.2, \"datetime\": \"2025-08-14T20:00:00.000\"}, {\"close\": 117843.7, \"datetime\": \"2025-08-14T21:00:00.000\"}, {\"close\": 118230.1, \"datetime\": \"2025-08-14T22:00:00.000\"}, {\"close\": 118242.2, \"datetime\": \"2025-08-14T23:00:00.000\"}, {\"close\": 118122.9, \"datetime\": \"2025-08-15T00:00:00.000\"}, {\"close\": 118620.8, \"datetime\": \"2025-08-15T01:00:00.000\"}, {\"close\": 118645.3, \"datetime\": \"2025-08-15T02:00:00.000\"}, {\"close\": 118918.1, \"datetime\": \"2025-08-15T03:00:00.000\"}, {\"close\": 118781.8, \"datetime\": \"2025-08-15T04:00:00.000\"}, {\"close\": 118939.3, \"datetime\": \"2025-08-15T05:00:00.000\"}, {\"close\": 119044.2, \"datetime\": \"2025-08-15T06:00:00.000\"}, {\"close\": 118908.3, \"datetime\": \"2025-08-15T07:00:00.000\"}, {\"close\": 118823.3, \"datetime\": \"2025-08-15T08:00:00.000\"}, {\"close\": 118665.8, \"datetime\": \"2025-08-15T09:00:00.000\"}, {\"close\": 118824.9, \"datetime\": \"2025-08-15T10:00:00.000\"}, {\"close\": 118950.0, \"datetime\": \"2025-08-15T11:00:00.000\"}, {\"close\": 118587.2, \"datetime\": \"2025-08-15T12:00:00.000\"}, {\"close\": 117721.9, \"datetime\": \"2025-08-15T13:00:00.000\"}, {\"close\": 117354.9, \"datetime\": \"2025-08-15T14:00:00.000\"}, {\"close\": 117216.8, \"datetime\": \"2025-08-15T15:00:00.000\"}, {\"close\": 117307.2, \"datetime\": \"2025-08-15T16:00:00.000\"}, {\"close\": 117543.8, \"datetime\": \"2025-08-15T17:00:00.000\"}, {\"close\": 117119.5, \"datetime\": \"2025-08-15T18:00:00.000\"}, {\"close\": 116900.0, \"datetime\": \"2025-08-15T19:00:00.000\"}, {\"close\": 117230.5, \"datetime\": \"2025-08-15T20:00:00.000\"}, {\"close\": 117273.6, \"datetime\": \"2025-08-15T21:00:00.000\"}, {\"close\": 117650.1, \"datetime\": \"2025-08-15T22:00:00.000\"}, {\"close\": 117279.2, \"datetime\": \"2025-08-15T23:00:00.000\"}, {\"close\": 117696.1, \"datetime\": \"2025-08-16T00:00:00.000\"}, {\"close\": 117778.4, \"datetime\": \"2025-08-16T01:00:00.000\"}, {\"close\": 117458.8, \"datetime\": \"2025-08-16T02:00:00.000\"}, {\"close\": 117385.0, \"datetime\": \"2025-08-16T03:00:00.000\"}, {\"close\": 117772.8, \"datetime\": \"2025-08-16T04:00:00.000\"}, {\"close\": 117550.4, \"datetime\": \"2025-08-16T05:00:00.000\"}, {\"close\": 117347.5, \"datetime\": \"2025-08-16T06:00:00.000\"}, {\"close\": 117549.9, \"datetime\": \"2025-08-16T07:00:00.000\"}, {\"close\": 117578.6, \"datetime\": \"2025-08-16T08:00:00.000\"}, {\"close\": 117260.1, \"datetime\": \"2025-08-16T09:00:00.000\"}, {\"close\": 117343.4, \"datetime\": \"2025-08-16T10:00:00.000\"}, {\"close\": 117340.4, \"datetime\": \"2025-08-16T11:00:00.000\"}, {\"close\": 117699.3, \"datetime\": \"2025-08-16T12:00:00.000\"}, {\"close\": 117579.1, \"datetime\": \"2025-08-16T13:00:00.000\"}, {\"close\": 117723.3, \"datetime\": \"2025-08-16T14:00:00.000\"}, {\"close\": 117626.9, \"datetime\": \"2025-08-16T15:00:00.000\"}, {\"close\": 117706.0, \"datetime\": \"2025-08-16T16:00:00.000\"}, {\"close\": 117658.2, \"datetime\": \"2025-08-16T17:00:00.000\"}, {\"close\": 117649.8, \"datetime\": \"2025-08-16T18:00:00.000\"}, {\"close\": 117622.3, \"datetime\": \"2025-08-16T19:00:00.000\"}, {\"close\": 117606.7, \"datetime\": \"2025-08-16T20:00:00.000\"}, {\"close\": 117399.7, \"datetime\": \"2025-08-16T21:00:00.000\"}, {\"close\": 117413.5, \"datetime\": \"2025-08-16T22:00:00.000\"}, {\"close\": 117329.7, \"datetime\": \"2025-08-16T23:00:00.000\"}, {\"close\": 117204.2, \"datetime\": \"2025-08-17T00:00:00.000\"}, {\"close\": 117383.7, \"datetime\": \"2025-08-17T01:00:00.000\"}, {\"close\": 117559.1, \"datetime\": \"2025-08-17T02:00:00.000\"}, {\"close\": 117627.4, \"datetime\": \"2025-08-17T03:00:00.000\"}, {\"close\": 118023.5, \"datetime\": \"2025-08-17T04:00:00.000\"}, {\"close\": 117945.5, \"datetime\": \"2025-08-17T05:00:00.000\"}, {\"close\": 117876.0, \"datetime\": \"2025-08-17T06:00:00.000\"}, {\"close\": 117949.9, \"datetime\": \"2025-08-17T07:00:00.000\"}, {\"close\": 118323.7, \"datetime\": \"2025-08-17T08:00:00.000\"}, {\"close\": 118278.6, \"datetime\": \"2025-08-17T09:00:00.000\"}, {\"close\": 118346.4, \"datetime\": \"2025-08-17T10:00:00.000\"}, {\"close\": 118253.9, \"datetime\": \"2025-08-17T11:00:00.000\"}, {\"close\": 118109.3, \"datetime\": \"2025-08-17T12:00:00.000\"}, {\"close\": 118391.0, \"datetime\": \"2025-08-17T13:00:00.000\"}, {\"close\": 118092.7, \"datetime\": \"2025-08-17T14:00:00.000\"}, {\"close\": 118191.0, \"datetime\": \"2025-08-17T15:00:00.000\"}, {\"close\": 117774.5, \"datetime\": \"2025-08-17T16:00:00.000\"}, {\"close\": 117846.2, \"datetime\": \"2025-08-17T17:00:00.000\"}, {\"close\": 117500.8, \"datetime\": \"2025-08-17T18:00:00.000\"}, {\"close\": 117527.0, \"datetime\": \"2025-08-17T19:00:00.000\"}, {\"close\": 117547.1, \"datetime\": \"2025-08-17T20:00:00.000\"}, {\"close\": 117648.1, \"datetime\": \"2025-08-17T21:00:00.000\"}, {\"close\": 117898.5, \"datetime\": \"2025-08-17T22:00:00.000\"}, {\"close\": 117353.8, \"datetime\": \"2025-08-17T23:00:00.000\"}, {\"close\": 117244.6, \"datetime\": \"2025-08-18T00:00:00.000\"}, {\"close\": 116214.0, \"datetime\": \"2025-08-18T01:00:00.000\"}, {\"close\": 115394.8, \"datetime\": \"2025-08-18T02:00:00.000\"}, {\"close\": 115264.9, \"datetime\": \"2025-08-18T03:00:00.000\"}, {\"close\": 115414.7, \"datetime\": \"2025-08-18T04:00:00.000\"}, {\"close\": 115640.1, \"datetime\": \"2025-08-18T05:00:00.000\"}, {\"close\": 115200.1, \"datetime\": \"2025-08-18T06:00:00.000\"}, {\"close\": 115153.2, \"datetime\": \"2025-08-18T07:00:00.000\"}, {\"close\": 115087.7, \"datetime\": \"2025-08-18T08:00:00.000\"}, {\"close\": 114999.9, \"datetime\": \"2025-08-18T09:00:00.000\"}, {\"close\": 115010.7, \"datetime\": \"2025-08-18T10:00:00.000\"}, {\"close\": 114900.0, \"datetime\": \"2025-08-18T11:00:00.000\"}, {\"close\": 115475.0, \"datetime\": \"2025-08-18T12:00:00.000\"}, {\"close\": 114790.8, \"datetime\": \"2025-08-18T13:00:00.000\"}, {\"close\": 115592.4, \"datetime\": \"2025-08-18T14:00:00.000\"}, {\"close\": 116099.4, \"datetime\": \"2025-08-18T15:00:00.000\"}, {\"close\": 115911.3, \"datetime\": \"2025-08-18T16:00:00.000\"}, {\"close\": 116371.1, \"datetime\": \"2025-08-18T17:00:00.000\"}, {\"close\": 116428.8, \"datetime\": \"2025-08-18T18:00:00.000\"}, {\"close\": 116273.4, \"datetime\": \"2025-08-18T19:00:00.000\"}, {\"close\": 116364.8, \"datetime\": \"2025-08-18T20:00:00.000\"}, {\"close\": 116609.9, \"datetime\": \"2025-08-18T21:00:00.000\"}, {\"close\": 116342.2, \"datetime\": \"2025-08-18T22:00:00.000\"}, {\"close\": 116183.6, \"datetime\": \"2025-08-18T23:00:00.000\"}, {\"close\": 116519.3, \"datetime\": \"2025-08-19T00:00:00.000\"}, {\"close\": 115760.6, \"datetime\": \"2025-08-19T01:00:00.000\"}, {\"close\": 115709.9, \"datetime\": \"2025-08-19T02:00:00.000\"}, {\"close\": 114756.6, \"datetime\": \"2025-08-19T03:00:00.000\"}, {\"close\": 115256.3, \"datetime\": \"2025-08-19T04:00:00.000\"}, {\"close\": 114926.0, \"datetime\": \"2025-08-19T05:00:00.000\"}, {\"close\": 114963.3, \"datetime\": \"2025-08-19T06:00:00.000\"}, {\"close\": 114928.7, \"datetime\": \"2025-08-19T07:00:00.000\"}, {\"close\": 115144.9, \"datetime\": \"2025-08-19T08:00:00.000\"}, {\"close\": 115281.5, \"datetime\": \"2025-08-19T09:00:00.000\"}, {\"close\": 115347.6, \"datetime\": \"2025-08-19T10:00:00.000\"}, {\"close\": 115461.0, \"datetime\": \"2025-08-19T11:00:00.000\"}, {\"close\": 115555.0, \"datetime\": \"2025-08-19T12:00:00.000\"}, {\"close\": 115151.3, \"datetime\": \"2025-08-19T13:00:00.000\"}, {\"close\": 113827.3, \"datetime\": \"2025-08-19T14:00:00.000\"}, {\"close\": 113730.0, \"datetime\": \"2025-08-19T15:00:00.000\"}, {\"close\": 113338.9, \"datetime\": \"2025-08-19T16:00:00.000\"}, {\"close\": 113459.8, \"datetime\": \"2025-08-19T17:00:00.000\"}, {\"close\": 113013.1, \"datetime\": \"2025-08-19T18:00:00.000\"}, {\"close\": 113078.3, \"datetime\": \"2025-08-19T19:00:00.000\"}, {\"close\": 113517.6, \"datetime\": \"2025-08-19T20:00:00.000\"}, {\"close\": 113365.0, \"datetime\": \"2025-08-19T21:00:00.000\"}, {\"close\": 113119.2, \"datetime\": \"2025-08-19T22:00:00.000\"}, {\"close\": 112824.2, \"datetime\": \"2025-08-19T23:00:00.000\"}, {\"close\": 113150.3, \"datetime\": \"2025-08-20T00:00:00.000\"}, {\"close\": 112963.1, \"datetime\": \"2025-08-20T01:00:00.000\"}, {\"close\": 113386.8, \"datetime\": \"2025-08-20T02:00:00.000\"}, {\"close\": 113465.4, \"datetime\": \"2025-08-20T03:00:00.000\"}, {\"close\": 113579.2, \"datetime\": \"2025-08-20T04:00:00.000\"}, {\"close\": 113671.7, \"datetime\": \"2025-08-20T05:00:00.000\"}, {\"close\": 113609.6, \"datetime\": \"2025-08-20T06:00:00.000\"}, {\"close\": 113436.7, \"datetime\": \"2025-08-20T07:00:00.000\"}, {\"close\": 113954.2, \"datetime\": \"2025-08-20T08:00:00.000\"}, {\"close\": 113650.1, \"datetime\": \"2025-08-20T09:00:00.000\"}, {\"close\": 113745.5, \"datetime\": \"2025-08-20T10:00:00.000\"}, {\"close\": 113627.5, \"datetime\": \"2025-08-20T11:00:00.000\"}, {\"close\": 113611.3, \"datetime\": \"2025-08-20T12:00:00.000\"}, {\"close\": 112632.7, \"datetime\": \"2025-08-20T13:00:00.000\"}, {\"close\": 113413.4, \"datetime\": \"2025-08-20T14:00:00.000\"}, {\"close\": 113297.0, \"datetime\": \"2025-08-20T15:00:00.000\"}, {\"close\": 113797.2, \"datetime\": \"2025-08-20T16:00:00.000\"}, {\"close\": 114150.0, \"datetime\": \"2025-08-20T17:00:00.000\"}, {\"close\": 113435.4, \"datetime\": \"2025-08-20T18:00:00.000\"}, {\"close\": 114216.3, \"datetime\": \"2025-08-20T19:00:00.000\"}, {\"close\": 114330.9, \"datetime\": \"2025-08-20T20:00:00.000\"}, {\"close\": 114297.2, \"datetime\": \"2025-08-20T21:00:00.000\"}, {\"close\": 114527.6, \"datetime\": \"2025-08-20T22:00:00.000\"}, {\"close\": 114220.5, \"datetime\": \"2025-08-20T23:00:00.000\"}, {\"close\": 114242.1, \"datetime\": \"2025-08-21T00:00:00.000\"}, {\"close\": 114684.0, \"datetime\": \"2025-08-21T01:00:00.000\"}, {\"close\": 113997.2, \"datetime\": \"2025-08-21T02:00:00.000\"}, {\"close\": 113912.1, \"datetime\": \"2025-08-21T03:00:00.000\"}, {\"close\": 113757.3, \"datetime\": \"2025-08-21T04:00:00.000\"}, {\"close\": 113934.7, \"datetime\": \"2025-08-21T05:00:00.000\"}, {\"close\": 113750.1, \"datetime\": \"2025-08-21T06:00:00.000\"}, {\"close\": 113836.8, \"datetime\": \"2025-08-21T07:00:00.000\"}, {\"close\": 113535.8, \"datetime\": \"2025-08-21T08:00:00.000\"}, {\"close\": 113332.5, \"datetime\": \"2025-08-21T09:00:00.000\"}, {\"close\": 113296.7, \"datetime\": \"2025-08-21T10:00:00.000\"}, {\"close\": 113100.2, \"datetime\": \"2025-08-21T11:00:00.000\"}, {\"close\": 113055.9, \"datetime\": \"2025-08-21T12:00:00.000\"}, {\"close\": 113450.0, \"datetime\": \"2025-08-21T13:00:00.000\"}, {\"close\": 113232.0, \"datetime\": \"2025-08-21T14:00:00.000\"}, {\"close\": 112748.9, \"datetime\": \"2025-08-21T15:00:00.000\"}, {\"close\": 112350.8, \"datetime\": \"2025-08-21T16:00:00.000\"}, {\"close\": 112375.9, \"datetime\": \"2025-08-21T17:00:00.000\"}, {\"close\": 112553.2, \"datetime\": \"2025-08-21T18:00:00.000\"}, {\"close\": 112152.8, \"datetime\": \"2025-08-21T19:00:00.000\"}, {\"close\": 112400.0, \"datetime\": \"2025-08-21T20:00:00.000\"}, {\"close\": 112581.7, \"datetime\": \"2025-08-21T21:00:00.000\"}, {\"close\": 112453.6, \"datetime\": \"2025-08-21T22:00:00.000\"}, {\"close\": 112462.2, \"datetime\": \"2025-08-21T23:00:00.000\"}, {\"close\": 112590.7, \"datetime\": \"2025-08-22T00:00:00.000\"}, {\"close\": 112791.1, \"datetime\": \"2025-08-22T01:00:00.000\"}, {\"close\": 113111.9, \"datetime\": \"2025-08-22T02:00:00.000\"}, {\"close\": 112889.9, \"datetime\": \"2025-08-22T03:00:00.000\"}, {\"close\": 112805.2, \"datetime\": \"2025-08-22T04:00:00.000\"}, {\"close\": 113197.1, \"datetime\": \"2025-08-22T05:00:00.000\"}, {\"close\": 112946.8, \"datetime\": \"2025-08-22T06:00:00.000\"}, {\"close\": 113040.1, \"datetime\": \"2025-08-22T07:00:00.000\"}, {\"close\": 112936.5, \"datetime\": \"2025-08-22T08:00:00.000\"}, {\"close\": 113009.9, \"datetime\": \"2025-08-22T09:00:00.000\"}, {\"close\": 112488.9, \"datetime\": \"2025-08-22T10:00:00.000\"}, {\"close\": 112272.8, \"datetime\": \"2025-08-22T11:00:00.000\"}, {\"close\": 112299.9, \"datetime\": \"2025-08-22T12:00:00.000\"}, {\"close\": 112434.1, \"datetime\": \"2025-08-22T13:00:00.000\"}, {\"close\": 115744.5, \"datetime\": \"2025-08-22T14:00:00.000\"}, {\"close\": 116319.3, \"datetime\": \"2025-08-22T15:00:00.000\"}, {\"close\": 116105.8, \"datetime\": \"2025-08-22T16:00:00.000\"}, {\"close\": 116972.9, \"datetime\": \"2025-08-22T17:00:00.000\"}, {\"close\": 116758.1, \"datetime\": \"2025-08-22T18:00:00.000\"}, {\"close\": 116625.5, \"datetime\": \"2025-08-22T19:00:00.000\"}, {\"close\": 117015.7, \"datetime\": \"2025-08-22T20:00:00.000\"}, {\"close\": 116978.4, \"datetime\": \"2025-08-22T21:00:00.000\"}, {\"close\": 116714.2, \"datetime\": \"2025-08-22T22:00:00.000\"}, {\"close\": 116897.5, \"datetime\": \"2025-08-22T23:00:00.000\"}, {\"close\": 116826.1, \"datetime\": \"2025-08-23T00:00:00.000\"}, {\"close\": 116400.0, \"datetime\": \"2025-08-23T01:00:00.000\"}, {\"close\": 115892.1, \"datetime\": \"2025-08-23T02:00:00.000\"}, {\"close\": 115522.5, \"datetime\": \"2025-08-23T03:00:00.000\"}, {\"close\": 115890.8, \"datetime\": \"2025-08-23T04:00:00.000\"}, {\"close\": 115920.0, \"datetime\": \"2025-08-23T05:00:00.000\"}, {\"close\": 115750.1, \"datetime\": \"2025-08-23T06:00:00.000\"}, {\"close\": 115769.9, \"datetime\": \"2025-08-23T07:00:00.000\"}, {\"close\": 115713.7, \"datetime\": \"2025-08-23T08:00:00.000\"}, {\"close\": 115740.5, \"datetime\": \"2025-08-23T09:00:00.000\"}, {\"close\": 115540.1, \"datetime\": \"2025-08-23T10:00:00.000\"}, {\"close\": 115266.7, \"datetime\": \"2025-08-23T11:00:00.000\"}, {\"close\": 115175.8, \"datetime\": \"2025-08-23T12:00:00.000\"}, {\"close\": 114817.2, \"datetime\": \"2025-08-23T13:00:00.000\"}, {\"close\": 114578.0, \"datetime\": \"2025-08-23T14:00:00.000\"}, {\"close\": 114776.5, \"datetime\": \"2025-08-23T15:00:00.000\"}, {\"close\": 114967.8, \"datetime\": \"2025-08-23T16:00:00.000\"}, {\"close\": 115049.9, \"datetime\": \"2025-08-23T17:00:00.000\"}, {\"close\": 115111.5, \"datetime\": \"2025-08-23T18:00:00.000\"}, {\"close\": 115104.9, \"datetime\": \"2025-08-23T19:00:00.000\"}, {\"close\": 115281.1, \"datetime\": \"2025-08-23T20:00:00.000\"}, {\"close\": 114979.2, \"datetime\": \"2025-08-23T21:00:00.000\"}, {\"close\": 115270.0, \"datetime\": \"2025-08-23T22:00:00.000\"}, {\"close\": 115377.1, \"datetime\": \"2025-08-23T23:00:00.000\"}, {\"close\": 115335.0, \"datetime\": \"2025-08-24T00:00:00.000\"}, {\"close\": 115431.7, \"datetime\": \"2025-08-24T01:00:00.000\"}, {\"close\": 114969.9, \"datetime\": \"2025-08-24T02:00:00.000\"}, {\"close\": 115006.5, \"datetime\": \"2025-08-24T03:00:00.000\"}, {\"close\": 115140.0, \"datetime\": \"2025-08-24T04:00:00.000\"}, {\"close\": 114970.9, \"datetime\": \"2025-08-24T05:00:00.000\"}, {\"close\": 114835.3, \"datetime\": \"2025-08-24T06:00:00.000\"}, {\"close\": 114854.8, \"datetime\": \"2025-08-24T07:00:00.000\"}, {\"close\": 114811.4, \"datetime\": \"2025-08-24T08:00:00.000\"}, {\"close\": 114823.3, \"datetime\": \"2025-08-24T09:00:00.000\"}, {\"close\": 114755.6, \"datetime\": \"2025-08-24T10:00:00.000\"}, {\"close\": 114702.0, \"datetime\": \"2025-08-24T11:00:00.000\"}, {\"close\": 114647.2, \"datetime\": \"2025-08-24T12:00:00.000\"}, {\"close\": 114534.9, \"datetime\": \"2025-08-24T13:00:00.000\"}, {\"close\": 114489.8, \"datetime\": \"2025-08-24T14:00:00.000\"}, {\"close\": 114372.6, \"datetime\": \"2025-08-24T15:00:00.000\"}, {\"close\": 114253.9, \"datetime\": \"2025-08-24T16:00:00.000\"}, {\"close\": 114403.4, \"datetime\": \"2025-08-24T17:00:00.000\"}, {\"close\": 114606.9, \"datetime\": \"2025-08-24T18:00:00.000\"}, {\"close\": 112556.4, \"datetime\": \"2025-08-24T19:00:00.000\"}, {\"close\": 112740.0, \"datetime\": \"2025-08-24T20:00:00.000\"}, {\"close\": 112947.2, \"datetime\": \"2025-08-24T21:00:00.000\"}, {\"close\": 113400.6, \"datetime\": \"2025-08-24T22:00:00.000\"}, {\"close\": 113446.3, \"datetime\": \"2025-08-24T23:00:00.000\"}, {\"close\": 112598.8, \"datetime\": \"2025-08-25T00:00:00.000\"}, {\"close\": 113028.9, \"datetime\": \"2025-08-25T01:00:00.000\"}, {\"close\": 113366.4, \"datetime\": \"2025-08-25T02:00:00.000\"}, {\"close\": 112867.7, \"datetime\": \"2025-08-25T03:00:00.000\"}, {\"close\": 112727.6, \"datetime\": \"2025-08-25T04:00:00.000\"}, {\"close\": 112297.3, \"datetime\": \"2025-08-25T05:00:00.000\"}, {\"close\": 111900.9, \"datetime\": \"2025-08-25T06:00:00.000\"}, {\"close\": 111469.7, \"datetime\": \"2025-08-25T07:00:00.000\"}, {\"close\": 111362.1, \"datetime\": \"2025-08-25T08:00:00.000\"}, {\"close\": 111747.6, \"datetime\": \"2025-08-25T09:00:00.000\"}, {\"close\": 110958.8, \"datetime\": \"2025-08-25T10:00:00.000\"}, {\"close\": 111183.7, \"datetime\": \"2025-08-25T11:00:00.000\"}, {\"close\": 111541.5, \"datetime\": \"2025-08-25T12:00:00.000\"}, {\"close\": 111449.8, \"datetime\": \"2025-08-25T13:00:00.000\"}, {\"close\": 112212.5, \"datetime\": \"2025-08-25T14:00:00.000\"}, {\"close\": 112142.2, \"datetime\": \"2025-08-25T15:00:00.000\"}, {\"close\": 112446.1, \"datetime\": \"2025-08-25T16:00:00.000\"}, {\"close\": 112387.4, \"datetime\": \"2025-08-25T17:00:00.000\"}, {\"close\": 112355.2, \"datetime\": \"2025-08-25T18:00:00.000\"}, {\"close\": 110650.4, \"datetime\": \"2025-08-25T19:00:00.000\"}, {\"close\": 109501.1, \"datetime\": \"2025-08-25T20:00:00.000\"}, {\"close\": 109839.5, \"datetime\": \"2025-08-25T21:00:00.000\"}, {\"close\": 110096.9, \"datetime\": \"2025-08-25T22:00:00.000\"}, {\"close\": 110064.0, \"datetime\": \"2025-08-25T23:00:00.000\"}, {\"close\": 109049.6, \"datetime\": \"2025-08-26T00:00:00.000\"}, {\"close\": 109850.0, \"datetime\": \"2025-08-26T01:00:00.000\"}, {\"close\": 109668.8, \"datetime\": \"2025-08-26T02:00:00.000\"}, {\"close\": 109825.0, \"datetime\": \"2025-08-26T03:00:00.000\"}, {\"close\": 110041.0, \"datetime\": \"2025-08-26T04:00:00.000\"}, {\"close\": 110141.3, \"datetime\": \"2025-08-26T05:00:00.000\"}, {\"close\": 109949.4, \"datetime\": \"2025-08-26T06:00:00.000\"}, {\"close\": 110244.2, \"datetime\": \"2025-08-26T07:00:00.000\"}, {\"close\": 110047.5, \"datetime\": \"2025-08-26T08:00:00.000\"}, {\"close\": 110108.6, \"datetime\": \"2025-08-26T09:00:00.000\"}, {\"close\": 110169.0, \"datetime\": \"2025-08-26T10:00:00.000\"}, {\"close\": 109842.2, \"datetime\": \"2025-08-26T11:00:00.000\"}, {\"close\": 110172.5, \"datetime\": \"2025-08-26T12:00:00.000\"}, {\"close\": 110051.2, \"datetime\": \"2025-08-26T13:00:00.000\"}, {\"close\": 110323.9, \"datetime\": \"2025-08-26T14:00:00.000\"}, {\"close\": 109624.6, \"datetime\": \"2025-08-26T15:00:00.000\"}, {\"close\": 110129.6, \"datetime\": \"2025-08-26T16:00:00.000\"}, {\"close\": 109950.0, \"datetime\": \"2025-08-26T17:00:00.000\"}, {\"close\": 110650.0, \"datetime\": \"2025-08-26T18:00:00.000\"}, {\"close\": 111053.5, \"datetime\": \"2025-08-26T19:00:00.000\"}, {\"close\": 111258.6, \"datetime\": \"2025-08-26T20:00:00.000\"}, {\"close\": 111530.3, \"datetime\": \"2025-08-26T21:00:00.000\"}, {\"close\": 111848.1, \"datetime\": \"2025-08-26T22:00:00.000\"}, {\"close\": 111709.9, \"datetime\": \"2025-08-26T23:00:00.000\"}, {\"close\": 111307.7, \"datetime\": \"2025-08-27T00:00:00.000\"}, {\"close\": 111249.5, \"datetime\": \"2025-08-27T01:00:00.000\"}, {\"close\": 111084.4, \"datetime\": \"2025-08-27T02:00:00.000\"}, {\"close\": 111373.7, \"datetime\": \"2025-08-27T03:00:00.000\"}, {\"close\": 111521.3, \"datetime\": \"2025-08-27T04:00:00.000\"}, {\"close\": 111316.8, \"datetime\": \"2025-08-27T05:00:00.000\"}, {\"close\": 110994.2, \"datetime\": \"2025-08-27T06:00:00.000\"}, {\"close\": 110688.0, \"datetime\": \"2025-08-27T07:00:00.000\"}, {\"close\": 110705.2, \"datetime\": \"2025-08-27T08:00:00.000\"}, {\"close\": 110763.9, \"datetime\": \"2025-08-27T09:00:00.000\"}, {\"close\": 110928.5, \"datetime\": \"2025-08-27T10:00:00.000\"}, {\"close\": 111270.8, \"datetime\": \"2025-08-27T11:00:00.000\"}, {\"close\": 111288.4, \"datetime\": \"2025-08-27T12:00:00.000\"}, {\"close\": 111434.3, \"datetime\": \"2025-08-27T13:00:00.000\"}, {\"close\": 111758.0, \"datetime\": \"2025-08-27T14:00:00.000\"}, {\"close\": 111965.1, \"datetime\": \"2025-08-27T15:00:00.000\"}, {\"close\": 112062.0, \"datetime\": \"2025-08-27T16:00:00.000\"}, {\"close\": 112286.2, \"datetime\": \"2025-08-27T17:00:00.000\"}, {\"close\": 111890.3, \"datetime\": \"2025-08-27T18:00:00.000\"}, {\"close\": 112032.8, \"datetime\": \"2025-08-27T19:00:00.000\"}, {\"close\": 112363.1, \"datetime\": \"2025-08-27T20:00:00.000\"}, {\"close\": 111480.7, \"datetime\": \"2025-08-27T21:00:00.000\"}, {\"close\": 111355.1, \"datetime\": \"2025-08-27T22:00:00.000\"}, {\"close\": 111194.9, \"datetime\": \"2025-08-27T23:00:00.000\"}, {\"close\": 111287.0, \"datetime\": \"2025-08-28T00:00:00.000\"}, {\"close\": 111600.1, \"datetime\": \"2025-08-28T01:00:00.000\"}, {\"close\": 111442.4, \"datetime\": \"2025-08-28T02:00:00.000\"}, {\"close\": 111954.1, \"datetime\": \"2025-08-28T03:00:00.000\"}, {\"close\": 112931.2, \"datetime\": \"2025-08-28T04:00:00.000\"}, {\"close\": 112807.9, \"datetime\": \"2025-08-28T05:00:00.000\"}, {\"close\": 113160.3, \"datetime\": \"2025-08-28T06:00:00.000\"}, {\"close\": 113079.2, \"datetime\": \"2025-08-28T07:00:00.000\"}, {\"close\": 113072.0, \"datetime\": \"2025-08-28T08:00:00.000\"}, {\"close\": 112819.9, \"datetime\": \"2025-08-28T09:00:00.000\"}, {\"close\": 113075.5, \"datetime\": \"2025-08-28T10:00:00.000\"}, {\"close\": 112876.5, \"datetime\": \"2025-08-28T11:00:00.000\"}, {\"close\": 113187.6, \"datetime\": \"2025-08-28T12:00:00.000\"}, {\"close\": 112787.1, \"datetime\": \"2025-08-28T13:00:00.000\"}, {\"close\": 113115.5, \"datetime\": \"2025-08-28T14:00:00.000\"}, {\"close\": 112633.1, \"datetime\": \"2025-08-28T15:00:00.000\"}, {\"close\": 112283.2, \"datetime\": \"2025-08-28T16:00:00.000\"}, {\"close\": 112338.8, \"datetime\": \"2025-08-28T17:00:00.000\"}, {\"close\": 112318.2, \"datetime\": \"2025-08-28T18:00:00.000\"}, {\"close\": 111864.7, \"datetime\": \"2025-08-28T19:00:00.000\"}, {\"close\": 111850.0, \"datetime\": \"2025-08-28T20:00:00.000\"}, {\"close\": 111965.1, \"datetime\": \"2025-08-28T21:00:00.000\"}, {\"close\": 112292.0, \"datetime\": \"2025-08-28T22:00:00.000\"}, {\"close\": 112507.3, \"datetime\": \"2025-08-28T23:00:00.000\"}, {\"close\": 112160.8, \"datetime\": \"2025-08-29T00:00:00.000\"}, {\"close\": 111425.0, \"datetime\": \"2025-08-29T01:00:00.000\"}, {\"close\": 111370.1, \"datetime\": \"2025-08-29T02:00:00.000\"}, {\"close\": 111648.6, \"datetime\": \"2025-08-29T03:00:00.000\"}, {\"close\": 111456.8, \"datetime\": \"2025-08-29T04:00:00.000\"}, {\"close\": 111265.8, \"datetime\": \"2025-08-29T05:00:00.000\"}, {\"close\": 111223.9, \"datetime\": \"2025-08-29T06:00:00.000\"}, {\"close\": 109969.0, \"datetime\": \"2025-08-29T07:00:00.000\"}, {\"close\": 109579.7, \"datetime\": \"2025-08-29T08:00:00.000\"}, {\"close\": 109710.6, \"datetime\": \"2025-08-29T09:00:00.000\"}, {\"close\": 109949.8, \"datetime\": \"2025-08-29T10:00:00.000\"}, {\"close\": 110047.8, \"datetime\": \"2025-08-29T11:00:00.000\"}, {\"close\": 110667.7, \"datetime\": \"2025-08-29T12:00:00.000\"}, {\"close\": 109056.4, \"datetime\": \"2025-08-29T13:00:00.000\"}, {\"close\": 108154.5, \"datetime\": \"2025-08-29T14:00:00.000\"}, {\"close\": 108334.4, \"datetime\": \"2025-08-29T15:00:00.000\"}, {\"close\": 108648.0, \"datetime\": \"2025-08-29T16:00:00.000\"}, {\"close\": 108411.5, \"datetime\": \"2025-08-29T17:00:00.000\"}, {\"close\": 108092.5, \"datetime\": \"2025-08-29T18:00:00.000\"}, {\"close\": 108155.5, \"datetime\": \"2025-08-29T19:00:00.000\"}, {\"close\": 107742.6, \"datetime\": \"2025-08-29T20:00:00.000\"}, {\"close\": 108393.4, \"datetime\": \"2025-08-29T21:00:00.000\"}, {\"close\": 108337.5, \"datetime\": \"2025-08-29T22:00:00.000\"}, {\"close\": 108332.4, \"datetime\": \"2025-08-29T23:00:00.000\"}, {\"close\": 108259.4, \"datetime\": \"2025-08-30T00:00:00.000\"}, {\"close\": 107404.9, \"datetime\": \"2025-08-30T01:00:00.000\"}, {\"close\": 107738.3, \"datetime\": \"2025-08-30T02:00:00.000\"}, {\"close\": 108367.9, \"datetime\": \"2025-08-30T03:00:00.000\"}, {\"close\": 108373.8, \"datetime\": \"2025-08-30T04:00:00.000\"}, {\"close\": 108300.1, \"datetime\": \"2025-08-30T05:00:00.000\"}, {\"close\": 108276.0, \"datetime\": \"2025-08-30T06:00:00.000\"}, {\"close\": 108466.6, \"datetime\": \"2025-08-30T07:00:00.000\"}, {\"close\": 108521.8, \"datetime\": \"2025-08-30T08:00:00.000\"}, {\"close\": 108476.0, \"datetime\": \"2025-08-30T09:00:00.000\"}, {\"close\": 108380.8, \"datetime\": \"2025-08-30T10:00:00.000\"}, {\"close\": 108638.6, \"datetime\": \"2025-08-30T11:00:00.000\"}, {\"close\": 108563.9, \"datetime\": \"2025-08-30T12:00:00.000\"}, {\"close\": 108492.3, \"datetime\": \"2025-08-30T13:00:00.000\"}, {\"close\": 108607.2, \"datetime\": \"2025-08-30T14:00:00.000\"}, {\"close\": 108809.8, \"datetime\": \"2025-08-30T15:00:00.000\"}, {\"close\": 108762.1, \"datetime\": \"2025-08-30T16:00:00.000\"}, {\"close\": 108729.0, \"datetime\": \"2025-08-30T17:00:00.000\"}, {\"close\": 108684.7, \"datetime\": \"2025-08-30T18:00:00.000\"}, {\"close\": 108769.4, \"datetime\": \"2025-08-30T19:00:00.000\"}, {\"close\": 108596.4, \"datetime\": \"2025-08-30T20:00:00.000\"}, {\"close\": 108528.4, \"datetime\": \"2025-08-30T21:00:00.000\"}, {\"close\": 108473.5, \"datetime\": \"2025-08-30T22:00:00.000\"}, {\"close\": 108757.9, \"datetime\": \"2025-08-30T23:00:00.000\"}, {\"close\": 109339.9, \"datetime\": \"2025-08-31T00:00:00.000\"}, {\"close\": 109380.0, \"datetime\": \"2025-08-31T01:00:00.000\"}, {\"close\": 109171.6, \"datetime\": \"2025-08-31T02:00:00.000\"}, {\"close\": 109175.4, \"datetime\": \"2025-08-31T03:00:00.000\"}, {\"close\": 108775.0, \"datetime\": \"2025-08-31T04:00:00.000\"}, {\"close\": 108708.0, \"datetime\": \"2025-08-31T05:00:00.000\"}, {\"close\": 108667.9, \"datetime\": \"2025-08-31T06:00:00.000\"}, {\"close\": 108656.9, \"datetime\": \"2025-08-31T07:00:00.000\"}, {\"close\": 108965.1, \"datetime\": \"2025-08-31T08:00:00.000\"}, {\"close\": 108471.0, \"datetime\": \"2025-08-31T09:00:00.000\"}, {\"close\": 108526.6, \"datetime\": \"2025-08-31T10:00:00.000\"}, {\"close\": 108350.0, \"datetime\": \"2025-08-31T11:00:00.000\"}, {\"close\": 108279.4, \"datetime\": \"2025-08-31T12:00:00.000\"}, {\"close\": 108376.0, \"datetime\": \"2025-08-31T13:00:00.000\"}, {\"close\": 108422.6, \"datetime\": \"2025-08-31T14:00:00.000\"}, {\"close\": 108758.2, \"datetime\": \"2025-08-31T15:00:00.000\"}, {\"close\": 108867.0, \"datetime\": \"2025-08-31T16:00:00.000\"}, {\"close\": 108945.0, \"datetime\": \"2025-08-31T17:00:00.000\"}, {\"close\": 109089.0, \"datetime\": \"2025-08-31T18:00:00.000\"}, {\"close\": 108877.2, \"datetime\": \"2025-08-31T19:00:00.000\"}, {\"close\": 109079.3, \"datetime\": \"2025-08-31T20:00:00.000\"}, {\"close\": 108986.4, \"datetime\": \"2025-08-31T21:00:00.000\"}, {\"close\": 108842.4, \"datetime\": \"2025-08-31T22:00:00.000\"}, {\"close\": 108208.4, \"datetime\": \"2025-08-31T23:00:00.000\"}, {\"close\": 108180.1, \"datetime\": \"2025-09-01T00:00:00.000\"}, {\"close\": 108110.0, \"datetime\": \"2025-09-01T01:00:00.000\"}, {\"close\": 107590.4, \"datetime\": \"2025-09-01T02:00:00.000\"}, {\"close\": 107619.1, \"datetime\": \"2025-09-01T03:00:00.000\"}, {\"close\": 107369.2, \"datetime\": \"2025-09-01T04:00:00.000\"}, {\"close\": 107811.2, \"datetime\": \"2025-09-01T05:00:00.000\"}, {\"close\": 108019.9, \"datetime\": \"2025-09-01T06:00:00.000\"}, {\"close\": 109390.3, \"datetime\": \"2025-09-01T07:00:00.000\"}, {\"close\": 109552.2, \"datetime\": \"2025-09-01T08:00:00.000\"}, {\"close\": 109485.3, \"datetime\": \"2025-09-01T09:00:00.000\"}, {\"close\": 108526.5, \"datetime\": \"2025-09-01T10:00:00.000\"}, {\"close\": 108721.9, \"datetime\": \"2025-09-01T11:00:00.000\"}, {\"close\": 109055.0, \"datetime\": \"2025-09-01T12:00:00.000\"}, {\"close\": 108974.8, \"datetime\": \"2025-09-01T13:00:00.000\"}, {\"close\": 109105.1, \"datetime\": \"2025-09-01T14:00:00.000\"}, {\"close\": 108738.0, \"datetime\": \"2025-09-01T15:00:00.000\"}, {\"close\": 108732.6, \"datetime\": \"2025-09-01T16:00:00.000\"}, {\"close\": 108882.0, \"datetime\": \"2025-09-01T17:00:00.000\"}, {\"close\": 109188.4, \"datetime\": \"2025-09-01T18:00:00.000\"}, {\"close\": 109178.7, \"datetime\": \"2025-09-01T19:00:00.000\"}, {\"close\": 108839.7, \"datetime\": \"2025-09-01T20:00:00.000\"}, {\"close\": 107744.5, \"datetime\": \"2025-09-01T21:00:00.000\"}, {\"close\": 108386.2, \"datetime\": \"2025-09-01T22:00:00.000\"}, {\"close\": 109187.9, \"datetime\": \"2025-09-01T23:00:00.000\"}, {\"close\": 108985.3, \"datetime\": \"2025-09-02T00:00:00.000\"}, {\"close\": 109262.3, \"datetime\": \"2025-09-02T01:00:00.000\"}, {\"close\": 110210.1, \"datetime\": \"2025-09-02T02:00:00.000\"}, {\"close\": 110286.0, \"datetime\": \"2025-09-02T03:00:00.000\"}, {\"close\": 110272.1, \"datetime\": \"2025-09-02T04:00:00.000\"}, {\"close\": 110164.6, \"datetime\": \"2025-09-02T05:00:00.000\"}, {\"close\": 110326.7, \"datetime\": \"2025-09-02T06:00:00.000\"}, {\"close\": 110190.1, \"datetime\": \"2025-09-02T07:00:00.000\"}, {\"close\": 110313.9, \"datetime\": \"2025-09-02T08:00:00.000\"}, {\"close\": 110408.0, \"datetime\": \"2025-09-02T09:00:00.000\"}, {\"close\": 110202.7, \"datetime\": \"2025-09-02T10:00:00.000\"}, {\"close\": 109698.6, \"datetime\": \"2025-09-02T11:00:00.000\"}, {\"close\": 108749.6, \"datetime\": \"2025-09-02T12:00:00.000\"}, {\"close\": 111113.4, \"datetime\": \"2025-09-02T13:00:00.000\"}, {\"close\": 111308.5, \"datetime\": \"2025-09-02T14:00:00.000\"}, {\"close\": 110789.9, \"datetime\": \"2025-09-02T15:00:00.000\"}, {\"close\": 110745.7, \"datetime\": \"2025-09-02T16:00:00.000\"}, {\"close\": 110853.8, \"datetime\": \"2025-09-02T17:00:00.000\"}, {\"close\": 110584.1, \"datetime\": \"2025-09-02T18:00:00.000\"}, {\"close\": 110742.9, \"datetime\": \"2025-09-02T19:00:00.000\"}, {\"close\": 111356.1, \"datetime\": \"2025-09-02T20:00:00.000\"}, {\"close\": 111066.1, \"datetime\": \"2025-09-02T21:00:00.000\"}, {\"close\": 111216.1, \"datetime\": \"2025-09-02T22:00:00.000\"}, {\"close\": 111188.0, \"datetime\": \"2025-09-02T23:00:00.000\"}, {\"close\": 111283.2, \"datetime\": \"2025-09-03T00:00:00.000\"}, {\"close\": 111120.0, \"datetime\": \"2025-09-03T01:00:00.000\"}, {\"close\": 111327.9, \"datetime\": \"2025-09-03T02:00:00.000\"}, {\"close\": 110991.7, \"datetime\": \"2025-09-03T03:00:00.000\"}, {\"close\": 110966.7, \"datetime\": \"2025-09-03T04:00:00.000\"}, {\"close\": 110647.6, \"datetime\": \"2025-09-03T05:00:00.000\"}, {\"close\": 110676.6, \"datetime\": \"2025-09-03T06:00:00.000\"}, {\"close\": 111041.5, \"datetime\": \"2025-09-03T07:00:00.000\"}, {\"close\": 110974.9, \"datetime\": \"2025-09-03T08:00:00.000\"}, {\"close\": 111261.2, \"datetime\": \"2025-09-03T09:00:00.000\"}, {\"close\": 111402.0, \"datetime\": \"2025-09-03T10:00:00.000\"}, {\"close\": 111391.6, \"datetime\": \"2025-09-03T11:00:00.000\"}, {\"close\": 111051.0, \"datetime\": \"2025-09-03T12:00:00.000\"}, {\"close\": 111409.4, \"datetime\": \"2025-09-03T13:00:00.000\"}, {\"close\": 112208.3, \"datetime\": \"2025-09-03T14:00:00.000\"}, {\"close\": 112168.6, \"datetime\": \"2025-09-03T15:00:00.000\"}, {\"close\": 111810.0, \"datetime\": \"2025-09-03T16:00:00.000\"}, {\"close\": 112251.8, \"datetime\": \"2025-09-03T17:00:00.000\"}, {\"close\": 111952.8, \"datetime\": \"2025-09-03T18:00:00.000\"}, {\"close\": 112139.9, \"datetime\": \"2025-09-03T19:00:00.000\"}, {\"close\": 112166.8, \"datetime\": \"2025-09-03T20:00:00.000\"}, {\"close\": 111936.6, \"datetime\": \"2025-09-03T21:00:00.000\"}, {\"close\": 111899.9, \"datetime\": \"2025-09-03T22:00:00.000\"}, {\"close\": 111659.8, \"datetime\": \"2025-09-03T23:00:00.000\"}, {\"close\": 112015.4, \"datetime\": \"2025-09-04T00:00:00.000\"}, {\"close\": 111900.0, \"datetime\": \"2025-09-04T01:00:00.000\"}, {\"close\": 111409.6, \"datetime\": \"2025-09-04T02:00:00.000\"}, {\"close\": 111107.1, \"datetime\": \"2025-09-04T03:00:00.000\"}, {\"close\": 110870.8, \"datetime\": \"2025-09-04T04:00:00.000\"}, {\"close\": 110613.3, \"datetime\": \"2025-09-04T05:00:00.000\"}, {\"close\": 110350.0, \"datetime\": \"2025-09-04T06:00:00.000\"}, {\"close\": 110417.3, \"datetime\": \"2025-09-04T07:00:00.000\"}, {\"close\": 110595.3, \"datetime\": \"2025-09-04T08:00:00.000\"}, {\"close\": 110764.1, \"datetime\": \"2025-09-04T09:00:00.000\"}, {\"close\": 110569.0, \"datetime\": \"2025-09-04T10:00:00.000\"}, {\"close\": 110763.9, \"datetime\": \"2025-09-04T11:00:00.000\"}, {\"close\": 110887.6, \"datetime\": \"2025-09-04T12:00:00.000\"}, {\"close\": 110421.2, \"datetime\": \"2025-09-04T13:00:00.000\"}, {\"close\": 109799.9, \"datetime\": \"2025-09-04T14:00:00.000\"}, {\"close\": 109448.0, \"datetime\": \"2025-09-04T15:00:00.000\"}, {\"close\": 109384.9, \"datetime\": \"2025-09-04T16:00:00.000\"}, {\"close\": 109728.3, \"datetime\": \"2025-09-04T17:00:00.000\"}, {\"close\": 109918.6, \"datetime\": \"2025-09-04T18:00:00.000\"}, {\"close\": 109753.9, \"datetime\": \"2025-09-04T19:00:00.000\"}, {\"close\": 110350.0, \"datetime\": \"2025-09-04T20:00:00.000\"}, {\"close\": 110445.8, \"datetime\": \"2025-09-04T21:00:00.000\"}, {\"close\": 111454.9, \"datetime\": \"2025-09-04T22:00:00.000\"}, {\"close\": 110679.4, \"datetime\": \"2025-09-04T23:00:00.000\"}, {\"close\": 110418.0, \"datetime\": \"2025-09-05T00:00:00.000\"}, {\"close\": 111079.9, \"datetime\": \"2025-09-05T01:00:00.000\"}, {\"close\": 111297.7, \"datetime\": \"2025-09-05T02:00:00.000\"}, {\"close\": 111266.9, \"datetime\": \"2025-09-05T03:00:00.000\"}, {\"close\": 111396.7, \"datetime\": \"2025-09-05T04:00:00.000\"}, {\"close\": 111524.2, \"datetime\": \"2025-09-05T05:00:00.000\"}, {\"close\": 111860.0, \"datetime\": \"2025-09-05T06:00:00.000\"}, {\"close\": 112900.1, \"datetime\": \"2025-09-05T07:00:00.000\"}, {\"close\": 112589.0, \"datetime\": \"2025-09-05T08:00:00.000\"}, {\"close\": 112252.8, \"datetime\": \"2025-09-05T09:00:00.000\"}, {\"close\": 112199.1, \"datetime\": \"2025-09-05T10:00:00.000\"}, {\"close\": 112299.6, \"datetime\": \"2025-09-05T11:00:00.000\"}, {\"close\": 113159.1, \"datetime\": \"2025-09-05T12:00:00.000\"}, {\"close\": 113028.4, \"datetime\": \"2025-09-05T13:00:00.000\"}, {\"close\": 110527.4, \"datetime\": \"2025-09-05T14:00:00.000\"}, {\"close\": 110674.1, \"datetime\": \"2025-09-05T15:00:00.000\"}, {\"close\": 110767.3, \"datetime\": \"2025-09-05T16:00:00.000\"}, {\"close\": 110567.2, \"datetime\": \"2025-09-05T17:00:00.000\"}, {\"close\": 111146.0, \"datetime\": \"2025-09-05T18:00:00.000\"}, {\"close\": 111550.1, \"datetime\": \"2025-09-05T19:00:00.000\"}, {\"close\": 111581.8, \"datetime\": \"2025-09-05T20:00:00.000\"}, {\"close\": 110544.1, \"datetime\": \"2025-09-05T21:00:00.000\"}, {\"close\": 110745.2, \"datetime\": \"2025-09-05T22:00:00.000\"}, {\"close\": 110614.9, \"datetime\": \"2025-09-05T23:00:00.000\"}, {\"close\": 110729.4, \"datetime\": \"2025-09-06T00:00:00.000\"}, {\"close\": 110817.6, \"datetime\": \"2025-09-06T01:00:00.000\"}, {\"close\": 111170.1, \"datetime\": \"2025-09-06T02:00:00.000\"}, {\"close\": 111034.0, \"datetime\": \"2025-09-06T03:00:00.000\"}, {\"close\": 110834.8, \"datetime\": \"2025-09-06T04:00:00.000\"}, {\"close\": 110678.7, \"datetime\": \"2025-09-06T05:00:00.000\"}, {\"close\": 110705.1, \"datetime\": \"2025-09-06T06:00:00.000\"}, {\"close\": 110779.9, \"datetime\": \"2025-09-06T07:00:00.000\"}, {\"close\": 110906.5, \"datetime\": \"2025-09-06T08:00:00.000\"}, {\"close\": 110653.1, \"datetime\": \"2025-09-06T09:00:00.000\"}, {\"close\": 110734.2, \"datetime\": \"2025-09-06T10:00:00.000\"}, {\"close\": 110732.9, \"datetime\": \"2025-09-06T11:00:00.000\"}, {\"close\": 110786.6, \"datetime\": \"2025-09-06T12:00:00.000\"}, {\"close\": 110882.1, \"datetime\": \"2025-09-06T13:00:00.000\"}, {\"close\": 110760.8, \"datetime\": \"2025-09-06T14:00:00.000\"}, {\"close\": 110324.1, \"datetime\": \"2025-09-06T15:00:00.000\"}, {\"close\": 110206.2, \"datetime\": \"2025-09-06T16:00:00.000\"}, {\"close\": 110096.1, \"datetime\": \"2025-09-06T17:00:00.000\"}, {\"close\": 110176.3, \"datetime\": \"2025-09-06T18:00:00.000\"}, {\"close\": 109986.7, \"datetime\": \"2025-09-06T19:00:00.000\"}, {\"close\": 110121.0, \"datetime\": \"2025-09-06T20:00:00.000\"}, {\"close\": 110158.1, \"datetime\": \"2025-09-06T21:00:00.000\"}, {\"close\": 110114.9, \"datetime\": \"2025-09-06T22:00:00.000\"}, {\"close\": 110135.3, \"datetime\": \"2025-09-06T23:00:00.000\"}, {\"close\": 110306.0, \"datetime\": \"2025-09-07T00:00:00.000\"}, {\"close\": 110502.2, \"datetime\": \"2025-09-07T01:00:00.000\"}, {\"close\": 110610.0, \"datetime\": \"2025-09-07T02:00:00.000\"}, {\"close\": 110579.8, \"datetime\": \"2025-09-07T03:00:00.000\"}, {\"close\": 110514.5, \"datetime\": \"2025-09-07T04:00:00.000\"}, {\"close\": 110607.0, \"datetime\": \"2025-09-07T05:00:00.000\"}, {\"close\": 110458.5, \"datetime\": \"2025-09-07T06:00:00.000\"}, {\"close\": 110710.8, \"datetime\": \"2025-09-07T07:00:00.000\"}, {\"close\": 111022.8, \"datetime\": \"2025-09-07T08:00:00.000\"}, {\"close\": 111074.6, \"datetime\": \"2025-09-07T09:00:00.000\"}, {\"close\": 111170.3, \"datetime\": \"2025-09-07T10:00:00.000\"}, {\"close\": 111249.5, \"datetime\": \"2025-09-07T11:00:00.000\"}, {\"close\": 111074.3, \"datetime\": \"2025-09-07T12:00:00.000\"}, {\"close\": 111168.1, \"datetime\": \"2025-09-07T13:00:00.000\"}, {\"close\": 111092.1, \"datetime\": \"2025-09-07T14:00:00.000\"}, {\"close\": 111276.2, \"datetime\": \"2025-09-07T15:00:00.000\"}, {\"close\": 111158.0, \"datetime\": \"2025-09-07T16:00:00.000\"}, {\"close\": 110925.6, \"datetime\": \"2025-09-07T17:00:00.000\"}, {\"close\": 111011.8, \"datetime\": \"2025-09-07T18:00:00.000\"}, {\"close\": 111217.0, \"datetime\": \"2025-09-07T19:00:00.000\"}, {\"close\": 111282.8, \"datetime\": \"2025-09-07T20:00:00.000\"}, {\"close\": 111006.4, \"datetime\": \"2025-09-07T21:00:00.000\"}, {\"close\": 111197.9, \"datetime\": \"2025-09-07T22:00:00.000\"}, {\"close\": 111076.0, \"datetime\": \"2025-09-07T23:00:00.000\"}, {\"close\": 110786.5, \"datetime\": \"2025-09-08T00:00:00.000\"}, {\"close\": 110847.0, \"datetime\": \"2025-09-08T01:00:00.000\"}, {\"close\": 111199.9, \"datetime\": \"2025-09-08T02:00:00.000\"}, {\"close\": 111004.9, \"datetime\": \"2025-09-08T03:00:00.000\"}, {\"close\": 110934.7, \"datetime\": \"2025-09-08T04:00:00.000\"}, {\"close\": 110984.8, \"datetime\": \"2025-09-08T05:00:00.000\"}, {\"close\": 111068.4, \"datetime\": \"2025-09-08T06:00:00.000\"}, {\"close\": 111236.4, \"datetime\": \"2025-09-08T07:00:00.000\"}, {\"close\": 111640.0, \"datetime\": \"2025-09-08T08:00:00.000\"}, {\"close\": 112059.9, \"datetime\": \"2025-09-08T09:00:00.000\"}, {\"close\": 112005.5, \"datetime\": \"2025-09-08T10:00:00.000\"}, {\"close\": 112022.0, \"datetime\": \"2025-09-08T11:00:00.000\"}, {\"close\": 111990.1, \"datetime\": \"2025-09-08T12:00:00.000\"}, {\"close\": 111864.3, \"datetime\": \"2025-09-08T13:00:00.000\"}, {\"close\": 112586.2, \"datetime\": \"2025-09-08T14:00:00.000\"}, {\"close\": 112573.6, \"datetime\": \"2025-09-08T15:00:00.000\"}, {\"close\": 112345.8, \"datetime\": \"2025-09-08T16:00:00.000\"}, {\"close\": 112168.1, \"datetime\": \"2025-09-08T17:00:00.000\"}, {\"close\": 112425.3, \"datetime\": \"2025-09-08T18:00:00.000\"}, {\"close\": 112051.0, \"datetime\": \"2025-09-08T19:00:00.000\"}, {\"close\": 111919.4, \"datetime\": \"2025-09-08T20:00:00.000\"}, {\"close\": 112271.8, \"datetime\": \"2025-09-08T21:00:00.000\"}, {\"close\": 112186.7, \"datetime\": \"2025-09-08T22:00:00.000\"}, {\"close\": 112012.6, \"datetime\": \"2025-09-08T23:00:00.000\"}, {\"close\": 111597.9, \"datetime\": \"2025-09-09T00:00:00.000\"}, {\"close\": 111313.1, \"datetime\": \"2025-09-09T01:00:00.000\"}, {\"close\": 111280.0, \"datetime\": \"2025-09-09T02:00:00.000\"}, {\"close\": 111657.6, \"datetime\": \"2025-09-09T03:00:00.000\"}, {\"close\": 111979.9, \"datetime\": \"2025-09-09T04:00:00.000\"}, {\"close\": 112152.2, \"datetime\": \"2025-09-09T05:00:00.000\"}, {\"close\": 112989.5, \"datetime\": \"2025-09-09T06:00:00.000\"}, {\"close\": 112950.1, \"datetime\": \"2025-09-09T07:00:00.000\"}, {\"close\": 112965.8, \"datetime\": \"2025-09-09T08:00:00.000\"}, {\"close\": 112928.7, \"datetime\": \"2025-09-09T09:00:00.000\"}, {\"close\": 112690.2, \"datetime\": \"2025-09-09T10:00:00.000\"}, {\"close\": 112397.4, \"datetime\": \"2025-09-09T11:00:00.000\"}, {\"close\": 112626.5, \"datetime\": \"2025-09-09T12:00:00.000\"}, {\"close\": 112712.9, \"datetime\": \"2025-09-09T13:00:00.000\"}, {\"close\": 111709.5, \"datetime\": \"2025-09-09T14:00:00.000\"}, {\"close\": 110830.1, \"datetime\": \"2025-09-09T15:00:00.000\"}, {\"close\": 110915.1, \"datetime\": \"2025-09-09T16:00:00.000\"}, {\"close\": 110984.9, \"datetime\": \"2025-09-09T17:00:00.000\"}, {\"close\": 111097.9, \"datetime\": \"2025-09-09T18:00:00.000\"}, {\"close\": 111242.3, \"datetime\": \"2025-09-09T19:00:00.000\"}, {\"close\": 111487.4, \"datetime\": \"2025-09-09T20:00:00.000\"}, {\"close\": 111241.9, \"datetime\": \"2025-09-09T21:00:00.000\"}, {\"close\": 111510.0, \"datetime\": \"2025-09-09T22:00:00.000\"}, {\"close\": 111499.9, \"datetime\": \"2025-09-09T23:00:00.000\"}, {\"close\": 110971.3, \"datetime\": \"2025-09-10T00:00:00.000\"}, {\"close\": 110955.8, \"datetime\": \"2025-09-10T01:00:00.000\"}, {\"close\": 111357.6, \"datetime\": \"2025-09-10T02:00:00.000\"}, {\"close\": 111498.9, \"datetime\": \"2025-09-10T03:00:00.000\"}, {\"close\": 111482.1, \"datetime\": \"2025-09-10T04:00:00.000\"}, {\"close\": 111529.9, \"datetime\": \"2025-09-10T05:00:00.000\"}, {\"close\": 111742.8, \"datetime\": \"2025-09-10T06:00:00.000\"}, {\"close\": 112500.1, \"datetime\": \"2025-09-10T07:00:00.000\"}, {\"close\": 112333.0, \"datetime\": \"2025-09-10T08:00:00.000\"}, {\"close\": 112240.3, \"datetime\": \"2025-09-10T09:00:00.000\"}, {\"close\": 112234.1, \"datetime\": \"2025-09-10T10:00:00.000\"}, {\"close\": 112266.4, \"datetime\": \"2025-09-10T11:00:00.000\"}, {\"close\": 113388.0, \"datetime\": \"2025-09-10T12:00:00.000\"}, {\"close\": 113911.3, \"datetime\": \"2025-09-10T13:00:00.000\"}, {\"close\": 113872.4, \"datetime\": \"2025-09-10T14:00:00.000\"}, {\"close\": 113801.3, \"datetime\": \"2025-09-10T15:00:00.000\"}, {\"close\": 113723.9, \"datetime\": \"2025-09-10T16:00:00.000\"}, {\"close\": 113693.8, \"datetime\": \"2025-09-10T17:00:00.000\"}, {\"close\": 113550.0, \"datetime\": \"2025-09-10T18:00:00.000\"}, {\"close\": 113525.2, \"datetime\": \"2025-09-10T19:00:00.000\"}, {\"close\": 113513.6, \"datetime\": \"2025-09-10T20:00:00.000\"}, {\"close\": 113782.8, \"datetime\": \"2025-09-10T21:00:00.000\"}, {\"close\": 113831.5, \"datetime\": \"2025-09-10T22:00:00.000\"}, {\"close\": 113896.8, \"datetime\": \"2025-09-10T23:00:00.000\"}, {\"close\": 113833.5, \"datetime\": \"2025-09-11T00:00:00.000\"}, {\"close\": 113852.4, \"datetime\": \"2025-09-11T01:00:00.000\"}, {\"close\": 113774.8, \"datetime\": \"2025-09-11T02:00:00.000\"}, {\"close\": 114354.4, \"datetime\": \"2025-09-11T03:00:00.000\"}, {\"close\": 114102.9, \"datetime\": \"2025-09-11T04:00:00.000\"}, {\"close\": 114215.1, \"datetime\": \"2025-09-11T05:00:00.000\"}, {\"close\": 114279.6, \"datetime\": \"2025-09-11T06:00:00.000\"}, {\"close\": 114040.0, \"datetime\": \"2025-09-11T07:00:00.000\"}, {\"close\": 114005.6, \"datetime\": \"2025-09-11T08:00:00.000\"}, {\"close\": 113857.5, \"datetime\": \"2025-09-11T09:00:00.000\"}, {\"close\": 114003.1, \"datetime\": \"2025-09-11T10:00:00.000\"}, {\"close\": 113960.9, \"datetime\": \"2025-09-11T11:00:00.000\"}, {\"close\": 113929.9, \"datetime\": \"2025-09-11T12:00:00.000\"}, {\"close\": 114577.5, \"datetime\": \"2025-09-11T13:00:00.000\"}, {\"close\": 114400.1, \"datetime\": \"2025-09-11T14:00:00.000\"}, {\"close\": 114122.3, \"datetime\": \"2025-09-11T15:00:00.000\"}, {\"close\": 114428.4, \"datetime\": \"2025-09-11T16:00:00.000\"}, {\"close\": 114534.1, \"datetime\": \"2025-09-11T17:00:00.000\"}, {\"close\": 114254.5, \"datetime\": \"2025-09-11T18:00:00.000\"}, {\"close\": 114370.5, \"datetime\": \"2025-09-11T19:00:00.000\"}, {\"close\": 114343.1, \"datetime\": \"2025-09-11T20:00:00.000\"}, {\"close\": 114426.4, \"datetime\": \"2025-09-11T21:00:00.000\"}, {\"close\": 115037.3, \"datetime\": \"2025-09-11T22:00:00.000\"}, {\"close\": 115427.0, \"datetime\": \"2025-09-11T23:00:00.000\"}, {\"close\": 115795.1, \"datetime\": \"2025-09-12T00:00:00.000\"}, {\"close\": 115329.5, \"datetime\": \"2025-09-12T01:00:00.000\"}, {\"close\": 115332.5, \"datetime\": \"2025-09-12T02:00:00.000\"}, {\"close\": 115138.3, \"datetime\": \"2025-09-12T03:00:00.000\"}, {\"close\": 115314.5, \"datetime\": \"2025-09-12T04:00:00.000\"}, {\"close\": 115559.6, \"datetime\": \"2025-09-12T05:00:00.000\"}, {\"close\": 115270.5, \"datetime\": \"2025-09-12T06:00:00.000\"}, {\"close\": 115049.0, \"datetime\": \"2025-09-12T07:00:00.000\"}, {\"close\": 115013.9, \"datetime\": \"2025-09-12T08:00:00.000\"}, {\"close\": 115010.0, \"datetime\": \"2025-09-12T09:00:00.000\"}, {\"close\": 114928.4, \"datetime\": \"2025-09-12T10:00:00.000\"}, {\"close\": 114863.0, \"datetime\": \"2025-09-12T11:00:00.000\"}, {\"close\": 115035.5, \"datetime\": \"2025-09-12T12:00:00.000\"}, {\"close\": 115114.6, \"datetime\": \"2025-09-12T13:00:00.000\"}, {\"close\": 115213.6, \"datetime\": \"2025-09-12T14:00:00.000\"}, {\"close\": 115064.9, \"datetime\": \"2025-09-12T15:00:00.000\"}, {\"close\": 115435.0, \"datetime\": \"2025-09-12T16:00:00.000\"}, {\"close\": 115746.4, \"datetime\": \"2025-09-12T17:00:00.000\"}, {\"close\": 116423.9, \"datetime\": \"2025-09-12T18:00:00.000\"}, {\"close\": 116561.1, \"datetime\": \"2025-09-12T19:00:00.000\"}, {\"close\": 116088.3, \"datetime\": \"2025-09-12T20:00:00.000\"}, {\"close\": 115810.5, \"datetime\": \"2025-09-12T21:00:00.000\"}, {\"close\": 115972.9, \"datetime\": \"2025-09-12T22:00:00.000\"}, {\"close\": 115978.4, \"datetime\": \"2025-09-12T23:00:00.000\"}, {\"close\": 116155.1, \"datetime\": \"2025-09-13T00:00:00.000\"}, {\"close\": 115703.2, \"datetime\": \"2025-09-13T01:00:00.000\"}, {\"close\": 115832.1, \"datetime\": \"2025-09-13T02:00:00.000\"}, {\"close\": 115913.6, \"datetime\": \"2025-09-13T03:00:00.000\"}, {\"close\": 115650.1, \"datetime\": \"2025-09-13T04:00:00.000\"}, {\"close\": 115656.7, \"datetime\": \"2025-09-13T05:00:00.000\"}, {\"close\": 115695.7, \"datetime\": \"2025-09-13T06:00:00.000\"}, {\"close\": 115715.5, \"datetime\": \"2025-09-13T07:00:00.000\"}, {\"close\": 115913.3, \"datetime\": \"2025-09-13T08:00:00.000\"}, {\"close\": 115969.7, \"datetime\": \"2025-09-13T09:00:00.000\"}, {\"close\": 115882.7, \"datetime\": \"2025-09-13T10:00:00.000\"}, {\"close\": 115912.9, \"datetime\": \"2025-09-13T11:00:00.000\"}, {\"close\": 115947.5, \"datetime\": \"2025-09-13T12:00:00.000\"}, {\"close\": 115706.4, \"datetime\": \"2025-09-13T13:00:00.000\"}, {\"close\": 115750.0, \"datetime\": \"2025-09-13T14:00:00.000\"}, {\"close\": 115721.3, \"datetime\": \"2025-09-13T15:00:00.000\"}, {\"close\": 115286.6, \"datetime\": \"2025-09-13T16:00:00.000\"}, {\"close\": 115518.7, \"datetime\": \"2025-09-13T17:00:00.000\"}, {\"close\": 115594.0, \"datetime\": \"2025-09-13T18:00:00.000\"}, {\"close\": 115751.4, \"datetime\": \"2025-09-13T19:00:00.000\"}, {\"close\": 115837.2, \"datetime\": \"2025-09-13T20:00:00.000\"}, {\"close\": 115849.7, \"datetime\": \"2025-09-13T21:00:00.000\"}, {\"close\": 115828.2, \"datetime\": \"2025-09-13T22:00:00.000\"}, {\"close\": 115862.7, \"datetime\": \"2025-09-13T23:00:00.000\"}, {\"close\": 115884.4, \"datetime\": \"2025-09-14T00:00:00.000\"}, {\"close\": 115907.4, \"datetime\": \"2025-09-14T01:00:00.000\"}, {\"close\": 115809.8, \"datetime\": \"2025-09-14T02:00:00.000\"}, {\"close\": 115626.0, \"datetime\": \"2025-09-14T03:00:00.000\"}, {\"close\": 115693.2, \"datetime\": \"2025-09-14T04:00:00.000\"}, {\"close\": 115810.1, \"datetime\": \"2025-09-14T05:00:00.000\"}, {\"close\": 115684.1, \"datetime\": \"2025-09-14T06:00:00.000\"}, {\"close\": 115746.0, \"datetime\": \"2025-09-14T07:00:00.000\"}, {\"close\": 115887.4, \"datetime\": \"2025-09-14T08:00:00.000\"}, {\"close\": 115996.2, \"datetime\": \"2025-09-14T09:00:00.000\"}, {\"close\": 115979.5, \"datetime\": \"2025-09-14T10:00:00.000\"}, {\"close\": 115750.0, \"datetime\": \"2025-09-14T11:00:00.000\"}, {\"close\": 115727.2, \"datetime\": \"2025-09-14T12:00:00.000\"}, {\"close\": 115279.5, \"datetime\": \"2025-09-14T13:00:00.000\"}, {\"close\": 115350.8, \"datetime\": \"2025-09-14T14:00:00.000\"}, {\"close\": 115162.2, \"datetime\": \"2025-09-14T15:00:00.000\"}, {\"close\": 115422.7, \"datetime\": \"2025-09-14T16:00:00.000\"}, {\"close\": 115502.9, \"datetime\": \"2025-09-14T17:00:00.000\"}, {\"close\": 115333.1, \"datetime\": \"2025-09-14T18:00:00.000\"}, {\"close\": 115597.4, \"datetime\": \"2025-09-14T19:00:00.000\"}, {\"close\": 115745.0, \"datetime\": \"2025-09-14T20:00:00.000\"}, {\"close\": 116023.3, \"datetime\": \"2025-09-14T21:00:00.000\"}, {\"close\": 115957.0, \"datetime\": \"2025-09-14T22:00:00.000\"}, {\"close\": 115210.0, \"datetime\": \"2025-09-14T23:00:00.000\"}, {\"close\": 115023.4, \"datetime\": \"2025-09-15T00:00:00.000\"}, {\"close\": 115178.3, \"datetime\": \"2025-09-15T01:00:00.000\"}, {\"close\": 115318.6, \"datetime\": \"2025-09-15T02:00:00.000\"}, {\"close\": 115387.6, \"datetime\": \"2025-09-15T03:00:00.000\"}, {\"close\": 116006.5, \"datetime\": \"2025-09-15T04:00:00.000\"}, {\"close\": 116474.2, \"datetime\": \"2025-09-15T05:00:00.000\"}, {\"close\": 116077.8, \"datetime\": \"2025-09-15T06:00:00.000\"}, {\"close\": 115769.5, \"datetime\": \"2025-09-15T07:00:00.000\"}, {\"close\": 114697.0, \"datetime\": \"2025-09-15T08:00:00.000\"}, {\"close\": 114820.1, \"datetime\": \"2025-09-15T09:00:00.000\"}, {\"close\": 114729.1, \"datetime\": \"2025-09-15T10:00:00.000\"}, {\"close\": 115009.0, \"datetime\": \"2025-09-15T11:00:00.000\"}, {\"close\": 114686.7, \"datetime\": \"2025-09-15T12:00:00.000\"}, {\"close\": 114610.7, \"datetime\": \"2025-09-15T13:00:00.000\"}, {\"close\": 114618.3, \"datetime\": \"2025-09-15T14:00:00.000\"}, {\"close\": 114788.4, \"datetime\": \"2025-09-15T15:00:00.000\"}, {\"close\": 114618.9, \"datetime\": \"2025-09-15T16:00:00.000\"}, {\"close\": 115075.9, \"datetime\": \"2025-09-15T17:00:00.000\"}, {\"close\": 115252.7, \"datetime\": \"2025-09-15T18:00:00.000\"}, {\"close\": 115246.7, \"datetime\": \"2025-09-15T19:00:00.000\"}, {\"close\": 115331.0, \"datetime\": \"2025-09-15T20:00:00.000\"}, {\"close\": 115456.6, \"datetime\": \"2025-09-15T21:00:00.000\"}, {\"close\": 115224.1, \"datetime\": \"2025-09-15T22:00:00.000\"}, {\"close\": 115300.6, \"datetime\": \"2025-09-15T23:00:00.000\"}, {\"close\": 115033.5, \"datetime\": \"2025-09-16T00:00:00.000\"}, {\"close\": 114964.4, \"datetime\": \"2025-09-16T01:00:00.000\"}, {\"close\": 114969.9, \"datetime\": \"2025-09-16T02:00:00.000\"}, {\"close\": 115250.9, \"datetime\": \"2025-09-16T03:00:00.000\"}, {\"close\": 115458.3, \"datetime\": \"2025-09-16T04:00:00.000\"}, {\"close\": 115893.3, \"datetime\": \"2025-09-16T05:00:00.000\"}, {\"close\": 115724.0, \"datetime\": \"2025-09-16T06:00:00.000\"}, {\"close\": 115799.4, \"datetime\": \"2025-09-16T07:00:00.000\"}, {\"close\": 115616.4, \"datetime\": \"2025-09-16T08:00:00.000\"}, {\"close\": 115420.5, \"datetime\": \"2025-09-16T09:00:00.000\"}, {\"close\": 115318.5, \"datetime\": \"2025-09-16T10:00:00.000\"}, {\"close\": 115222.2, \"datetime\": \"2025-09-16T11:00:00.000\"}, {\"close\": 115393.1, \"datetime\": \"2025-09-16T12:00:00.000\"}, {\"close\": 115154.6, \"datetime\": \"2025-09-16T13:00:00.000\"}, {\"close\": 115231.1, \"datetime\": \"2025-09-16T14:00:00.000\"}, {\"close\": 115877.9, \"datetime\": \"2025-09-16T15:00:00.000\"}, {\"close\": 116021.0, \"datetime\": \"2025-09-16T16:00:00.000\"}, {\"close\": 116414.8, \"datetime\": \"2025-09-16T17:00:00.000\"}, {\"close\": 116372.6, \"datetime\": \"2025-09-16T18:00:00.000\"}, {\"close\": 116758.0, \"datetime\": \"2025-09-16T19:00:00.000\"}, {\"close\": 116783.7, \"datetime\": \"2025-09-16T20:00:00.000\"}, {\"close\": 116757.1, \"datetime\": \"2025-09-16T21:00:00.000\"}, {\"close\": 116802.8, \"datetime\": \"2025-09-16T22:00:00.000\"}, {\"close\": 116747.3, \"datetime\": \"2025-09-16T23:00:00.000\"}, {\"close\": 116512.9, \"datetime\": \"2025-09-17T00:00:00.000\"}, {\"close\": 116621.9, \"datetime\": \"2025-09-17T01:00:00.000\"}, {\"close\": 116633.2, \"datetime\": \"2025-09-17T02:00:00.000\"}, {\"close\": 116320.1, \"datetime\": \"2025-09-17T03:00:00.000\"}, {\"close\": 116264.8, \"datetime\": \"2025-09-17T04:00:00.000\"}, {\"close\": 117070.5, \"datetime\": \"2025-09-17T05:00:00.000\"}, {\"close\": 117180.4, \"datetime\": \"2025-09-17T06:00:00.000\"}, {\"close\": 117120.5, \"datetime\": \"2025-09-17T07:00:00.000\"}, {\"close\": 116801.0, \"datetime\": \"2025-09-17T08:00:00.000\"}, {\"close\": 116503.9, \"datetime\": \"2025-09-17T09:00:00.000\"}, {\"close\": 116317.5, \"datetime\": \"2025-09-17T10:00:00.000\"}, {\"close\": 116200.1, \"datetime\": \"2025-09-17T11:00:00.000\"}, {\"close\": 116150.0, \"datetime\": \"2025-09-17T12:00:00.000\"}, {\"close\": 116066.9, \"datetime\": \"2025-09-17T13:00:00.000\"}, {\"close\": 115557.6, \"datetime\": \"2025-09-17T14:00:00.000\"}, {\"close\": 115825.1, \"datetime\": \"2025-09-17T15:00:00.000\"}, {\"close\": 115594.5, \"datetime\": \"2025-09-17T16:00:00.000\"}, {\"close\": 115464.0, \"datetime\": \"2025-09-17T17:00:00.000\"}, {\"close\": 115184.1, \"datetime\": \"2025-09-17T18:00:00.000\"}, {\"close\": 115587.6, \"datetime\": \"2025-09-17T19:00:00.000\"}, {\"close\": 115561.5, \"datetime\": \"2025-09-17T20:00:00.000\"}, {\"close\": 115986.8, \"datetime\": \"2025-09-17T21:00:00.000\"}, {\"close\": 116507.9, \"datetime\": \"2025-09-17T22:00:00.000\"}, {\"close\": 116402.5, \"datetime\": \"2025-09-17T23:00:00.000\"}, {\"close\": 116291.8, \"datetime\": \"2025-09-18T00:00:00.000\"}, {\"close\": 116587.2, \"datetime\": \"2025-09-18T01:00:00.000\"}, {\"close\": 116888.4, \"datetime\": \"2025-09-18T02:00:00.000\"}, {\"close\": 117531.2, \"datetime\": \"2025-09-18T03:00:00.000\"}, {\"close\": 117567.3, \"datetime\": \"2025-09-18T04:00:00.000\"}, {\"close\": 117228.0, \"datetime\": \"2025-09-18T05:00:00.000\"}, {\"close\": 117044.8, \"datetime\": \"2025-09-18T06:00:00.000\"}, {\"close\": 117033.6, \"datetime\": \"2025-09-18T07:00:00.000\"}, {\"close\": 117187.1, \"datetime\": \"2025-09-18T08:00:00.000\"}, {\"close\": 117251.4, \"datetime\": \"2025-09-18T09:00:00.000\"}, {\"close\": 117143.4, \"datetime\": \"2025-09-18T10:00:00.000\"}, {\"close\": 117015.0, \"datetime\": \"2025-09-18T11:00:00.000\"}, {\"close\": 117074.0, \"datetime\": \"2025-09-18T12:00:00.000\"}, {\"close\": 117381.5, \"datetime\": \"2025-09-18T13:00:00.000\"}, {\"close\": 117575.1, \"datetime\": \"2025-09-18T14:00:00.000\"}, {\"close\": 117530.3, \"datetime\": \"2025-09-18T15:00:00.000\"}, {\"close\": 117510.6, \"datetime\": \"2025-09-18T16:00:00.000\"}, {\"close\": 117530.2, \"datetime\": \"2025-09-18T17:00:00.000\"}, {\"close\": 117760.0, \"datetime\": \"2025-09-18T18:00:00.000\"}, {\"close\": 117403.0, \"datetime\": \"2025-09-18T19:00:00.000\"}, {\"close\": 117454.8, \"datetime\": \"2025-09-18T20:00:00.000\"}, {\"close\": 117233.0, \"datetime\": \"2025-09-18T21:00:00.000\"}, {\"close\": 116995.0, \"datetime\": \"2025-09-18T22:00:00.000\"}, {\"close\": 117017.1, \"datetime\": \"2025-09-18T23:00:00.000\"}, {\"close\": 117359.9, \"datetime\": \"2025-09-19T00:00:00.000\"}, {\"close\": 117184.0, \"datetime\": \"2025-09-19T01:00:00.000\"}, {\"close\": 117054.8, \"datetime\": \"2025-09-19T02:00:00.000\"}, {\"close\": 116914.2, \"datetime\": \"2025-09-19T03:00:00.000\"}, {\"close\": 116929.4, \"datetime\": \"2025-09-19T04:00:00.000\"}, {\"close\": 116837.5, \"datetime\": \"2025-09-19T05:00:00.000\"}, {\"close\": 116633.2, \"datetime\": \"2025-09-19T06:00:00.000\"}, {\"close\": 116850.1, \"datetime\": \"2025-09-19T07:00:00.000\"}, {\"close\": 116862.6, \"datetime\": \"2025-09-19T08:00:00.000\"}, {\"close\": 116437.7, \"datetime\": \"2025-09-19T09:00:00.000\"}, {\"close\": 116476.7, \"datetime\": \"2025-09-19T10:00:00.000\"}, {\"close\": 116343.1, \"datetime\": \"2025-09-19T11:00:00.000\"}, {\"close\": 116124.1, \"datetime\": \"2025-09-19T12:00:00.000\"}, {\"close\": 116238.7, \"datetime\": \"2025-09-19T13:00:00.000\"}, {\"close\": 115849.7, \"datetime\": \"2025-09-19T14:00:00.000\"}, {\"close\": 115826.9, \"datetime\": \"2025-09-19T15:00:00.000\"}, {\"close\": 116029.9, \"datetime\": \"2025-09-19T16:00:00.000\"}, {\"close\": 115490.9, \"datetime\": \"2025-09-19T17:00:00.000\"}, {\"close\": 115365.7, \"datetime\": \"2025-09-19T18:00:00.000\"}, {\"close\": 115082.4, \"datetime\": \"2025-09-19T19:00:00.000\"}, {\"close\": 115306.6, \"datetime\": \"2025-09-19T20:00:00.000\"}, {\"close\": 115411.5, \"datetime\": \"2025-09-19T21:00:00.000\"}, {\"close\": 115550.5, \"datetime\": \"2025-09-19T22:00:00.000\"}, {\"close\": 115569.5, \"datetime\": \"2025-09-19T23:00:00.000\"}, {\"close\": 115656.4, \"datetime\": \"2025-09-20T00:00:00.000\"}, {\"close\": 115562.6, \"datetime\": \"2025-09-20T01:00:00.000\"}, {\"close\": 115544.4, \"datetime\": \"2025-09-20T02:00:00.000\"}, {\"close\": 115394.2, \"datetime\": \"2025-09-20T03:00:00.000\"}, {\"close\": 115511.9, \"datetime\": \"2025-09-20T04:00:00.000\"}, {\"close\": 115655.3, \"datetime\": \"2025-09-20T05:00:00.000\"}, {\"close\": 115643.4, \"datetime\": \"2025-09-20T06:00:00.000\"}, {\"close\": 115909.8, \"datetime\": \"2025-09-20T07:00:00.000\"}, {\"close\": 115645.0, \"datetime\": \"2025-09-20T08:00:00.000\"}, {\"close\": 115605.7, \"datetime\": \"2025-09-20T09:00:00.000\"}, {\"close\": 115688.4, \"datetime\": \"2025-09-20T10:00:00.000\"}, {\"close\": 115834.9, \"datetime\": \"2025-09-20T11:00:00.000\"}, {\"close\": 115820.2, \"datetime\": \"2025-09-20T12:00:00.000\"}, {\"close\": 115859.0, \"datetime\": \"2025-09-20T13:00:00.000\"}, {\"close\": 115899.1, \"datetime\": \"2025-09-20T14:00:00.000\"}, {\"close\": 115928.5, \"datetime\": \"2025-09-20T15:00:00.000\"}, {\"close\": 115965.8, \"datetime\": \"2025-09-20T16:00:00.000\"}, {\"close\": 115760.0, \"datetime\": \"2025-09-20T17:00:00.000\"}, {\"close\": 115654.2, \"datetime\": \"2025-09-20T18:00:00.000\"}, {\"close\": 115636.6, \"datetime\": \"2025-09-20T19:00:00.000\"}, {\"close\": 115653.6, \"datetime\": \"2025-09-20T20:00:00.000\"}, {\"close\": 115724.2, \"datetime\": \"2025-09-20T21:00:00.000\"}, {\"close\": 115703.2, \"datetime\": \"2025-09-20T22:00:00.000\"}, {\"close\": 115624.9, \"datetime\": \"2025-09-20T23:00:00.000\"}, {\"close\": 115587.3, \"datetime\": \"2025-09-21T00:00:00.000\"}, {\"close\": 115435.1, \"datetime\": \"2025-09-21T01:00:00.000\"}, {\"close\": 115635.6, \"datetime\": \"2025-09-21T02:00:00.000\"}, {\"close\": 115613.8, \"datetime\": \"2025-09-21T03:00:00.000\"}, {\"close\": 115440.1, \"datetime\": \"2025-09-21T04:00:00.000\"}, {\"close\": 115623.9, \"datetime\": \"2025-09-21T05:00:00.000\"}, {\"close\": 115633.3, \"datetime\": \"2025-09-21T06:00:00.000\"}, {\"close\": 115772.9, \"datetime\": \"2025-09-21T07:00:00.000\"}, {\"close\": 115583.2, \"datetime\": \"2025-09-21T08:00:00.000\"}, {\"close\": 115626.2, \"datetime\": \"2025-09-21T09:00:00.000\"}, {\"close\": 115465.1, \"datetime\": \"2025-09-21T10:00:00.000\"}, {\"close\": 115559.3, \"datetime\": \"2025-09-21T11:00:00.000\"}, {\"close\": 115623.8, \"datetime\": \"2025-09-21T12:00:00.000\"}, {\"close\": 115611.0, \"datetime\": \"2025-09-21T13:00:00.000\"}, {\"close\": 115446.4, \"datetime\": \"2025-09-21T14:00:00.000\"}, {\"close\": 115471.1, \"datetime\": \"2025-09-21T15:00:00.000\"}, {\"close\": 115270.8, \"datetime\": \"2025-09-21T16:00:00.000\"}, {\"close\": 115581.3, \"datetime\": \"2025-09-21T17:00:00.000\"}, {\"close\": 115481.6, \"datetime\": \"2025-09-21T18:00:00.000\"}, {\"close\": 115441.0, \"datetime\": \"2025-09-21T19:00:00.000\"}, {\"close\": 115256.3, \"datetime\": \"2025-09-21T20:00:00.000\"}, {\"close\": 115364.0, \"datetime\": \"2025-09-21T21:00:00.000\"}, {\"close\": 115485.6, \"datetime\": \"2025-09-21T22:00:00.000\"}, {\"close\": 115183.9, \"datetime\": \"2025-09-21T23:00:00.000\"}, {\"close\": 114335.9, \"datetime\": \"2025-09-22T00:00:00.000\"}, {\"close\": 114211.8, \"datetime\": \"2025-09-22T01:00:00.000\"}, {\"close\": 114126.0, \"datetime\": \"2025-09-22T02:00:00.000\"}, {\"close\": 114602.9, \"datetime\": \"2025-09-22T03:00:00.000\"}, {\"close\": 114380.1, \"datetime\": \"2025-09-22T04:00:00.000\"}, {\"close\": 113635.6, \"datetime\": \"2025-09-22T05:00:00.000\"}, {\"close\": 112748.8, \"datetime\": \"2025-09-22T06:00:00.000\"}, {\"close\": 112454.4, \"datetime\": \"2025-09-22T07:00:00.000\"}, {\"close\": 112568.3, \"datetime\": \"2025-09-22T08:00:00.000\"}, {\"close\": 112288.6, \"datetime\": \"2025-09-22T09:00:00.000\"}, {\"close\": 112732.6, \"datetime\": \"2025-09-22T10:00:00.000\"}, {\"close\": 112814.1, \"datetime\": \"2025-09-22T11:00:00.000\"}, {\"close\": 112682.1, \"datetime\": \"2025-09-22T12:00:00.000\"}, {\"close\": 113087.1, \"datetime\": \"2025-09-22T13:00:00.000\"}, {\"close\": 112892.0, \"datetime\": \"2025-09-22T14:00:00.000\"}, {\"close\": 112768.7, \"datetime\": \"2025-09-22T15:00:00.000\"}, {\"close\": 112558.3, \"datetime\": \"2025-09-22T16:00:00.000\"}, {\"close\": 112350.0, \"datetime\": \"2025-09-22T17:00:00.000\"}, {\"close\": 112385.6, \"datetime\": \"2025-09-22T18:00:00.000\"}, {\"close\": 112072.9, \"datetime\": \"2025-09-22T19:00:00.000\"}, {\"close\": 112732.1, \"datetime\": \"2025-09-22T20:00:00.000\"}, {\"close\": 112922.9, \"datetime\": \"2025-09-22T21:00:00.000\"}, {\"close\": 112584.1, \"datetime\": \"2025-09-22T22:00:00.000\"}, {\"close\": 112604.7, \"datetime\": \"2025-09-22T23:00:00.000\"}, {\"close\": 112347.2, \"datetime\": \"2025-09-23T00:00:00.000\"}, {\"close\": 112115.2, \"datetime\": \"2025-09-23T01:00:00.000\"}, {\"close\": 111760.4, \"datetime\": \"2025-09-23T02:00:00.000\"}, {\"close\": 112294.0, \"datetime\": \"2025-09-23T03:00:00.000\"}, {\"close\": 112377.6, \"datetime\": \"2025-09-23T04:00:00.000\"}, {\"close\": 112616.6, \"datetime\": \"2025-09-23T05:00:00.000\"}, {\"close\": 112924.1, \"datetime\": \"2025-09-23T06:00:00.000\"}, {\"close\": 113048.1, \"datetime\": \"2025-09-23T07:00:00.000\"}, {\"close\": 113087.9, \"datetime\": \"2025-09-23T08:00:00.000\"}, {\"close\": 112892.5, \"datetime\": \"2025-09-23T09:00:00.000\"}, {\"close\": 112929.0, \"datetime\": \"2025-09-23T10:00:00.000\"}, {\"close\": 112938.6, \"datetime\": \"2025-09-23T11:00:00.000\"}, {\"close\": 112885.8, \"datetime\": \"2025-09-23T12:00:00.000\"}, {\"close\": 112894.1, \"datetime\": \"2025-09-23T13:00:00.000\"}, {\"close\": 112602.3, \"datetime\": \"2025-09-23T14:00:00.000\"}, {\"close\": 112828.6, \"datetime\": \"2025-09-23T15:00:00.000\"}, {\"close\": 112763.8, \"datetime\": \"2025-09-23T16:00:00.000\"}, {\"close\": 111919.2, \"datetime\": \"2025-09-23T17:00:00.000\"}, {\"close\": 111728.3, \"datetime\": \"2025-09-23T18:00:00.000\"}, {\"close\": 111611.8, \"datetime\": \"2025-09-23T19:00:00.000\"}, {\"close\": 111936.4, \"datetime\": \"2025-09-23T20:00:00.000\"}, {\"close\": 112108.6, \"datetime\": \"2025-09-23T21:00:00.000\"}, {\"close\": 112107.0, \"datetime\": \"2025-09-23T22:00:00.000\"}, {\"close\": 111947.0, \"datetime\": \"2025-09-23T23:00:00.000\"}, {\"close\": 112175.1, \"datetime\": \"2025-09-24T00:00:00.000\"}, {\"close\": 112394.6, \"datetime\": \"2025-09-24T01:00:00.000\"}, {\"close\": 112070.2, \"datetime\": \"2025-09-24T02:00:00.000\"}, {\"close\": 111639.7, \"datetime\": \"2025-09-24T03:00:00.000\"}, {\"close\": 112122.5, \"datetime\": \"2025-09-24T04:00:00.000\"}, {\"close\": 112595.9, \"datetime\": \"2025-09-24T05:00:00.000\"}, {\"close\": 112551.1, \"datetime\": \"2025-09-24T06:00:00.000\"}, {\"close\": 112544.7, \"datetime\": \"2025-09-24T07:00:00.000\"}, {\"close\": 112574.3, \"datetime\": \"2025-09-24T08:00:00.000\"}, {\"close\": 112691.0, \"datetime\": \"2025-09-24T09:00:00.000\"}, {\"close\": 112883.2, \"datetime\": \"2025-09-24T10:00:00.000\"}, {\"close\": 112982.0, \"datetime\": \"2025-09-24T11:00:00.000\"}, {\"close\": 113010.8, \"datetime\": \"2025-09-24T12:00:00.000\"}, {\"close\": 112780.2, \"datetime\": \"2025-09-24T13:00:00.000\"}, {\"close\": 113662.7, \"datetime\": \"2025-09-24T14:00:00.000\"}, {\"close\": 113299.9, \"datetime\": \"2025-09-24T15:00:00.000\"}, {\"close\": 113668.9, \"datetime\": \"2025-09-24T16:00:00.000\"}, {\"close\": 113700.1, \"datetime\": \"2025-09-24T17:00:00.000\"}, {\"close\": 113595.0, \"datetime\": \"2025-09-24T18:00:00.000\"}, {\"close\": 113371.7, \"datetime\": \"2025-09-24T19:00:00.000\"}, {\"close\": 113447.6, \"datetime\": \"2025-09-24T20:00:00.000\"}, {\"close\": 113284.3, \"datetime\": \"2025-09-24T21:00:00.000\"}, {\"close\": 113274.8, \"datetime\": \"2025-09-24T22:00:00.000\"}, {\"close\": 113254.0, \"datetime\": \"2025-09-24T23:00:00.000\"}, {\"close\": 113002.1, \"datetime\": \"2025-09-25T00:00:00.000\"}, {\"close\": 112615.7, \"datetime\": \"2025-09-25T01:00:00.000\"}, {\"close\": 112852.0, \"datetime\": \"2025-09-25T02:00:00.000\"}, {\"close\": 112485.8, \"datetime\": \"2025-09-25T03:00:00.000\"}, {\"close\": 111684.3, \"datetime\": \"2025-09-25T04:00:00.000\"}, {\"close\": 111690.4, \"datetime\": \"2025-09-25T05:00:00.000\"}, {\"close\": 111474.4, \"datetime\": \"2025-09-25T06:00:00.000\"}, {\"close\": 111708.5, \"datetime\": \"2025-09-25T07:00:00.000\"}, {\"close\": 111678.7, \"datetime\": \"2025-09-25T08:00:00.000\"}, {\"close\": 111510.4, \"datetime\": \"2025-09-25T09:00:00.000\"}, {\"close\": 111601.6, \"datetime\": \"2025-09-25T10:00:00.000\"}, {\"close\": 111316.1, \"datetime\": \"2025-09-25T11:00:00.000\"}, {\"close\": 111080.0, \"datetime\": \"2025-09-25T12:00:00.000\"}, {\"close\": 110958.5, \"datetime\": \"2025-09-25T13:00:00.000\"}, {\"close\": 111483.0, \"datetime\": \"2025-09-25T14:00:00.000\"}, {\"close\": 111538.4, \"datetime\": \"2025-09-25T15:00:00.000\"}, {\"close\": 110907.9, \"datetime\": \"2025-09-25T16:00:00.000\"}, {\"close\": 108793.9, \"datetime\": \"2025-09-25T17:00:00.000\"}, {\"close\": 109708.3, \"datetime\": \"2025-09-25T18:00:00.000\"}, {\"close\": 109320.5, \"datetime\": \"2025-09-25T19:00:00.000\"}, {\"close\": 109126.8, \"datetime\": \"2025-09-25T20:00:00.000\"}, {\"close\": 109360.8, \"datetime\": \"2025-09-25T21:00:00.000\"}, {\"close\": 109369.5, \"datetime\": \"2025-09-25T22:00:00.000\"}, {\"close\": 108934.5, \"datetime\": \"2025-09-25T23:00:00.000\"}, {\"close\": 109419.1, \"datetime\": \"2025-09-26T00:00:00.000\"}, {\"close\": 109640.0, \"datetime\": \"2025-09-26T01:00:00.000\"}, {\"close\": 109581.8, \"datetime\": \"2025-09-26T02:00:00.000\"}, {\"close\": 109537.6, \"datetime\": \"2025-09-26T03:00:00.000\"}, {\"close\": 109300.0, \"datetime\": \"2025-09-26T04:00:00.000\"}, {\"close\": 109202.8, \"datetime\": \"2025-09-26T05:00:00.000\"}, {\"close\": 109298.8, \"datetime\": \"2025-09-26T06:00:00.000\"}, {\"close\": 109257.3, \"datetime\": \"2025-09-26T07:00:00.000\"}, {\"close\": 109520.2, \"datetime\": \"2025-09-26T08:00:00.000\"}, {\"close\": 109522.5, \"datetime\": \"2025-09-26T09:00:00.000\"}, {\"close\": 108848.2, \"datetime\": \"2025-09-26T10:00:00.000\"}, {\"close\": 109082.9, \"datetime\": \"2025-09-26T11:00:00.000\"}, {\"close\": 109330.1, \"datetime\": \"2025-09-26T12:00:00.000\"}, {\"close\": 109621.3, \"datetime\": \"2025-09-26T13:00:00.000\"}, {\"close\": 108796.7, \"datetime\": \"2025-09-26T14:00:00.000\"}, {\"close\": 108976.0, \"datetime\": \"2025-09-26T15:00:00.000\"}, {\"close\": 109408.6, \"datetime\": \"2025-09-26T16:00:00.000\"}, {\"close\": 109847.3, \"datetime\": \"2025-09-26T17:00:00.000\"}, {\"close\": 109669.9, \"datetime\": \"2025-09-26T18:00:00.000\"}, {\"close\": 109115.9, \"datetime\": \"2025-09-26T19:00:00.000\"}, {\"close\": 109233.8, \"datetime\": \"2025-09-26T20:00:00.000\"}, {\"close\": 109412.4, \"datetime\": \"2025-09-26T21:00:00.000\"}, {\"close\": 109505.2, \"datetime\": \"2025-09-26T22:00:00.000\"}, {\"close\": 109588.5, \"datetime\": \"2025-09-26T23:00:00.000\"}, {\"close\": 109596.0, \"datetime\": \"2025-09-27T00:00:00.000\"}, {\"close\": 109384.3, \"datetime\": \"2025-09-27T01:00:00.000\"}, {\"close\": 109348.5, \"datetime\": \"2025-09-27T02:00:00.000\"}, {\"close\": 109503.8, \"datetime\": \"2025-09-27T03:00:00.000\"}, {\"close\": 109598.1, \"datetime\": \"2025-09-27T04:00:00.000\"}, {\"close\": 109587.0, \"datetime\": \"2025-09-27T05:00:00.000\"}, {\"close\": 109488.6, \"datetime\": \"2025-09-27T06:00:00.000\"}, {\"close\": 109354.8, \"datetime\": \"2025-09-27T07:00:00.000\"}, {\"close\": 109205.2, \"datetime\": \"2025-09-27T08:00:00.000\"}, {\"close\": 109250.0, \"datetime\": \"2025-09-27T09:00:00.000\"}, {\"close\": 109385.4, \"datetime\": \"2025-09-27T10:00:00.000\"}, {\"close\": 109265.8, \"datetime\": \"2025-09-27T11:00:00.000\"}, {\"close\": 109355.2, \"datetime\": \"2025-09-27T12:00:00.000\"}, {\"close\": 109264.9, \"datetime\": \"2025-09-27T13:00:00.000\"}, {\"close\": 109244.0, \"datetime\": \"2025-09-27T14:00:00.000\"}, {\"close\": 109340.7, \"datetime\": \"2025-09-27T15:00:00.000\"}, {\"close\": 109338.2, \"datetime\": \"2025-09-27T16:00:00.000\"}, {\"close\": 109331.4, \"datetime\": \"2025-09-27T17:00:00.000\"}, {\"close\": 109383.2, \"datetime\": \"2025-09-27T18:00:00.000\"}, {\"close\": 109369.3, \"datetime\": \"2025-09-27T19:00:00.000\"}, {\"close\": 109333.3, \"datetime\": \"2025-09-27T20:00:00.000\"}, {\"close\": 109420.3, \"datetime\": \"2025-09-27T21:00:00.000\"}, {\"close\": 109550.6, \"datetime\": \"2025-09-27T22:00:00.000\"}, {\"close\": 109577.3, \"datetime\": \"2025-09-27T23:00:00.000\"}, {\"close\": 109556.3, \"datetime\": \"2025-09-28T00:00:00.000\"}, {\"close\": 109305.6, \"datetime\": \"2025-09-28T01:00:00.000\"}, {\"close\": 109398.8, \"datetime\": \"2025-09-28T02:00:00.000\"}, {\"close\": 109397.3, \"datetime\": \"2025-09-28T03:00:00.000\"}, {\"close\": 109329.4, \"datetime\": \"2025-09-28T04:00:00.000\"}, {\"close\": 109303.2, \"datetime\": \"2025-09-28T05:00:00.000\"}, {\"close\": 109358.7, \"datetime\": \"2025-09-28T06:00:00.000\"}, {\"close\": 109468.5, \"datetime\": \"2025-09-28T07:00:00.000\"}, {\"close\": 109462.7, \"datetime\": \"2025-09-28T08:00:00.000\"}, {\"close\": 109477.5, \"datetime\": \"2025-09-28T09:00:00.000\"}, {\"close\": 109323.4, \"datetime\": \"2025-09-28T10:00:00.000\"}, {\"close\": 109319.9, \"datetime\": \"2025-09-28T11:00:00.000\"}, {\"close\": 109266.9, \"datetime\": \"2025-09-28T12:00:00.000\"}, {\"close\": 109580.9, \"datetime\": \"2025-09-28T13:00:00.000\"}, {\"close\": 109801.2, \"datetime\": \"2025-09-28T14:00:00.000\"}, {\"close\": 109990.0, \"datetime\": \"2025-09-28T15:00:00.000\"}, {\"close\": 110172.5, \"datetime\": \"2025-09-28T16:00:00.000\"}, {\"close\": 110153.5, \"datetime\": \"2025-09-28T17:00:00.000\"}, {\"close\": 110237.5, \"datetime\": \"2025-09-28T18:00:00.000\"}, {\"close\": 110281.6, \"datetime\": \"2025-09-28T19:00:00.000\"}, {\"close\": 110748.0, \"datetime\": \"2025-09-28T20:00:00.000\"}, {\"close\": 110788.1, \"datetime\": \"2025-09-28T21:00:00.000\"}, {\"close\": 111881.5, \"datetime\": \"2025-09-28T22:00:00.000\"}, {\"close\": 112119.6, \"datetime\": \"2025-09-28T23:00:00.000\"}, {\"close\": 112211.2, \"datetime\": \"2025-09-29T00:00:00.000\"}, {\"close\": 111800.7, \"datetime\": \"2025-09-29T01:00:00.000\"}, {\"close\": 111690.8, \"datetime\": \"2025-09-29T02:00:00.000\"}, {\"close\": 111817.9, \"datetime\": \"2025-09-29T03:00:00.000\"}, {\"close\": 111752.7, \"datetime\": \"2025-09-29T04:00:00.000\"}, {\"close\": 111699.9, \"datetime\": \"2025-09-29T05:00:00.000\"}, {\"close\": 111580.1, \"datetime\": \"2025-09-29T06:00:00.000\"}, {\"close\": 111814.7, \"datetime\": \"2025-09-29T07:00:00.000\"}, {\"close\": 112033.4, \"datetime\": \"2025-09-29T08:00:00.000\"}, {\"close\": 112050.0, \"datetime\": \"2025-09-29T09:00:00.000\"}, {\"close\": 112034.9, \"datetime\": \"2025-09-29T10:00:00.000\"}, {\"close\": 112052.0, \"datetime\": \"2025-09-29T11:00:00.000\"}, {\"close\": 111972.6, \"datetime\": \"2025-09-29T12:00:00.000\"}, {\"close\": 113168.2, \"datetime\": \"2025-09-29T13:00:00.000\"}, {\"close\": 113956.7, \"datetime\": \"2025-09-29T14:00:00.000\"}, {\"close\": 113752.0, \"datetime\": \"2025-09-29T15:00:00.000\"}, {\"close\": 113580.2, \"datetime\": \"2025-09-29T16:00:00.000\"}, {\"close\": 114000.0, \"datetime\": \"2025-09-29T17:00:00.000\"}, {\"close\": 113959.9, \"datetime\": \"2025-09-29T18:00:00.000\"}, {\"close\": 114204.8, \"datetime\": \"2025-09-29T19:00:00.000\"}, {\"close\": 114190.3, \"datetime\": \"2025-09-29T20:00:00.000\"}, {\"close\": 114120.9, \"datetime\": \"2025-09-29T21:00:00.000\"}, {\"close\": 114125.9, \"datetime\": \"2025-09-29T22:00:00.000\"}, {\"close\": 114257.1, \"datetime\": \"2025-09-29T23:00:00.000\"}, {\"close\": 114465.8, \"datetime\": \"2025-09-30T00:00:00.000\"}, {\"close\": 114455.0, \"datetime\": \"2025-09-30T01:00:00.000\"}, {\"close\": 114405.5, \"datetime\": \"2025-09-30T02:00:00.000\"}, {\"close\": 114321.5, \"datetime\": \"2025-09-30T03:00:00.000\"}, {\"close\": 114037.2, \"datetime\": \"2025-09-30T04:00:00.000\"}, {\"close\": 113856.9, \"datetime\": \"2025-09-30T05:00:00.000\"}, {\"close\": 113840.2, \"datetime\": \"2025-09-30T06:00:00.000\"}, {\"close\": 113662.4, \"datetime\": \"2025-09-30T07:00:00.000\"}, {\"close\": 113409.2, \"datetime\": \"2025-09-30T08:00:00.000\"}, {\"close\": 112743.1, \"datetime\": \"2025-09-30T09:00:00.000\"}, {\"close\": 112876.5, \"datetime\": \"2025-09-30T10:00:00.000\"}, {\"close\": 113003.7, \"datetime\": \"2025-09-30T11:00:00.000\"}, {\"close\": 112950.0, \"datetime\": \"2025-09-30T12:00:00.000\"}, {\"close\": 113338.7, \"datetime\": \"2025-09-30T13:00:00.000\"}, {\"close\": 113539.5, \"datetime\": \"2025-09-30T14:00:00.000\"}, {\"close\": 113055.4, \"datetime\": \"2025-09-30T15:00:00.000\"}, {\"close\": 112798.6, \"datetime\": \"2025-09-30T16:00:00.000\"}, {\"close\": 113198.8, \"datetime\": \"2025-09-30T17:00:00.000\"}, {\"close\": 113658.0, \"datetime\": \"2025-09-30T18:00:00.000\"}, {\"close\": 114309.1, \"datetime\": \"2025-09-30T19:00:00.000\"}, {\"close\": 114569.8, \"datetime\": \"2025-09-30T20:00:00.000\"}, {\"close\": 114108.0, \"datetime\": \"2025-09-30T21:00:00.000\"}, {\"close\": 113883.4, \"datetime\": \"2025-09-30T22:00:00.000\"}, {\"close\": 113988.8, \"datetime\": \"2025-09-30T23:00:00.000\"}, {\"close\": 114181.1, \"datetime\": \"2025-10-01T00:00:00.000\"}, {\"close\": 114491.6, \"datetime\": \"2025-10-01T01:00:00.000\"}, {\"close\": 114219.0, \"datetime\": \"2025-10-01T02:00:00.000\"}, {\"close\": 114135.9, \"datetime\": \"2025-10-01T03:00:00.000\"}, {\"close\": 114227.8, \"datetime\": \"2025-10-01T04:00:00.000\"}, {\"close\": 114511.4, \"datetime\": \"2025-10-01T05:00:00.000\"}, {\"close\": 114212.8, \"datetime\": \"2025-10-01T06:00:00.000\"}, {\"close\": 114480.8, \"datetime\": \"2025-10-01T07:00:00.000\"}, {\"close\": 116060.5, \"datetime\": \"2025-10-01T08:00:00.000\"}, {\"close\": 116372.4, \"datetime\": \"2025-10-01T09:00:00.000\"}, {\"close\": 116233.6, \"datetime\": \"2025-10-01T10:00:00.000\"}, {\"close\": 116736.8, \"datetime\": \"2025-10-01T11:00:00.000\"}, {\"close\": 116373.7, \"datetime\": \"2025-10-01T12:00:00.000\"}, {\"close\": 116762.5, \"datetime\": \"2025-10-01T13:00:00.000\"}, {\"close\": 117245.3, \"datetime\": \"2025-10-01T14:00:00.000\"}, {\"close\": 117366.4, \"datetime\": \"2025-10-01T15:00:00.000\"}, {\"close\": 117480.1, \"datetime\": \"2025-10-01T16:00:00.000\"}, {\"close\": 116734.2, \"datetime\": \"2025-10-01T17:00:00.000\"}, {\"close\": 117192.3, \"datetime\": \"2025-10-01T18:00:00.000\"}, {\"close\": 117374.1, \"datetime\": \"2025-10-01T19:00:00.000\"}, {\"close\": 117474.6, \"datetime\": \"2025-10-01T20:00:00.000\"}, {\"close\": 117503.2, \"datetime\": \"2025-10-01T21:00:00.000\"}, {\"close\": 117695.8, \"datetime\": \"2025-10-01T22:00:00.000\"}, {\"close\": 118552.4, \"datetime\": \"2025-10-01T23:00:00.000\"}, {\"close\": 118397.0, \"datetime\": \"2025-10-02T00:00:00.000\"}, {\"close\": 118577.4, \"datetime\": \"2025-10-02T01:00:00.000\"}, {\"close\": 118697.4, \"datetime\": \"2025-10-02T02:00:00.000\"}, {\"close\": 118697.0, \"datetime\": \"2025-10-02T03:00:00.000\"}, {\"close\": 118616.8, \"datetime\": \"2025-10-02T04:00:00.000\"}, {\"close\": 118329.7, \"datetime\": \"2025-10-02T05:00:00.000\"}, {\"close\": 118600.0, \"datetime\": \"2025-10-02T06:00:00.000\"}, {\"close\": 118444.1, \"datetime\": \"2025-10-02T07:00:00.000\"}, {\"close\": 118635.4, \"datetime\": \"2025-10-02T08:00:00.000\"}, {\"close\": 118813.3, \"datetime\": \"2025-10-02T09:00:00.000\"}, {\"close\": 118575.3, \"datetime\": \"2025-10-02T10:00:00.000\"}, {\"close\": 118716.0, \"datetime\": \"2025-10-02T11:00:00.000\"}, {\"close\": 119360.1, \"datetime\": \"2025-10-02T12:00:00.000\"}, {\"close\": 119559.6, \"datetime\": \"2025-10-02T13:00:00.000\"}, {\"close\": 118768.0, \"datetime\": \"2025-10-02T14:00:00.000\"}, {\"close\": 119875.1, \"datetime\": \"2025-10-02T15:00:00.000\"}, {\"close\": 119694.0, \"datetime\": \"2025-10-02T16:00:00.000\"}, {\"close\": 119869.1, \"datetime\": \"2025-10-02T17:00:00.000\"}, {\"close\": 120461.6, \"datetime\": \"2025-10-02T18:00:00.000\"}, {\"close\": 120787.9, \"datetime\": \"2025-10-02T19:00:00.000\"}, {\"close\": 120598.8, \"datetime\": \"2025-10-02T20:00:00.000\"}, {\"close\": 120105.2, \"datetime\": \"2025-10-02T21:00:00.000\"}, {\"close\": 120208.8, \"datetime\": \"2025-10-02T22:00:00.000\"}, {\"close\": 120481.3, \"datetime\": \"2025-10-02T23:00:00.000\"}, {\"close\": 120097.1, \"datetime\": \"2025-10-03T00:00:00.000\"}, {\"close\": 119832.6, \"datetime\": \"2025-10-03T01:00:00.000\"}, {\"close\": 120117.9, \"datetime\": \"2025-10-03T02:00:00.000\"}, {\"close\": 120185.4, \"datetime\": \"2025-10-03T03:00:00.000\"}, {\"close\": 120000.2, \"datetime\": \"2025-10-03T04:00:00.000\"}, {\"close\": 119894.5, \"datetime\": \"2025-10-03T05:00:00.000\"}, {\"close\": 119882.6, \"datetime\": \"2025-10-03T06:00:00.000\"}, {\"close\": 119620.1, \"datetime\": \"2025-10-03T07:00:00.000\"}, {\"close\": 120007.0, \"datetime\": \"2025-10-03T08:00:00.000\"}, {\"close\": 120257.8, \"datetime\": \"2025-10-03T09:00:00.000\"}, {\"close\": 120392.8, \"datetime\": \"2025-10-03T10:00:00.000\"}, {\"close\": 120307.2, \"datetime\": \"2025-10-03T11:00:00.000\"}, {\"close\": 120320.7, \"datetime\": \"2025-10-03T12:00:00.000\"}, {\"close\": 120325.0, \"datetime\": \"2025-10-03T13:00:00.000\"}, {\"close\": 120861.4, \"datetime\": \"2025-10-03T14:00:00.000\"}, {\"close\": 122238.5, \"datetime\": \"2025-10-03T15:00:00.000\"}, {\"close\": 122527.1, \"datetime\": \"2025-10-03T16:00:00.000\"}, {\"close\": 122035.5, \"datetime\": \"2025-10-03T17:00:00.000\"}, {\"close\": 122505.6, \"datetime\": \"2025-10-03T18:00:00.000\"}, {\"close\": 122609.3, \"datetime\": \"2025-10-03T19:00:00.000\"}, {\"close\": 122402.2, \"datetime\": \"2025-10-03T20:00:00.000\"}, {\"close\": 122245.2, \"datetime\": \"2025-10-03T21:00:00.000\"}, {\"close\": 122427.7, \"datetime\": \"2025-10-03T22:00:00.000\"}, {\"close\": 122182.7, \"datetime\": \"2025-10-03T23:00:00.000\"}, {\"close\": 122076.4, \"datetime\": \"2025-10-04T00:00:00.000\"}, {\"close\": 121818.9, \"datetime\": \"2025-10-04T01:00:00.000\"}, {\"close\": 121811.7, \"datetime\": \"2025-10-04T02:00:00.000\"}, {\"close\": 122197.2, \"datetime\": \"2025-10-04T03:00:00.000\"}, {\"close\": 122448.8, \"datetime\": \"2025-10-04T04:00:00.000\"}, {\"close\": 122480.6, \"datetime\": \"2025-10-04T05:00:00.000\"}, {\"close\": 122388.9, \"datetime\": \"2025-10-04T06:00:00.000\"}, {\"close\": 122271.3, \"datetime\": \"2025-10-04T07:00:00.000\"}, {\"close\": 122226.2, \"datetime\": \"2025-10-04T08:00:00.000\"}, {\"close\": 122168.0, \"datetime\": \"2025-10-04T09:00:00.000\"}, {\"close\": 122075.0, \"datetime\": \"2025-10-04T10:00:00.000\"}, {\"close\": 121924.6, \"datetime\": \"2025-10-04T11:00:00.000\"}, {\"close\": 121955.0, \"datetime\": \"2025-10-04T12:00:00.000\"}, {\"close\": 122335.5, \"datetime\": \"2025-10-04T13:00:00.000\"}, {\"close\": 121944.4, \"datetime\": \"2025-10-04T14:00:00.000\"}, {\"close\": 121744.8, \"datetime\": \"2025-10-04T15:00:00.000\"}, {\"close\": 121668.5, \"datetime\": \"2025-10-04T16:00:00.000\"}, {\"close\": 121698.0, \"datetime\": \"2025-10-04T17:00:00.000\"}, {\"close\": 121533.4, \"datetime\": \"2025-10-04T18:00:00.000\"}, {\"close\": 121919.0, \"datetime\": \"2025-10-04T19:00:00.000\"}, {\"close\": 121832.8, \"datetime\": \"2025-10-04T20:00:00.000\"}, {\"close\": 122139.9, \"datetime\": \"2025-10-04T21:00:00.000\"}, {\"close\": 122230.9, \"datetime\": \"2025-10-04T22:00:00.000\"}, {\"close\": 122343.2, \"datetime\": \"2025-10-04T23:00:00.000\"}, {\"close\": 122112.5, \"datetime\": \"2025-10-05T00:00:00.000\"}, {\"close\": 122326.9, \"datetime\": \"2025-10-05T01:00:00.000\"}, {\"close\": 124012.2, \"datetime\": \"2025-10-05T02:00:00.000\"}, {\"close\": 123735.7, \"datetime\": \"2025-10-05T03:00:00.000\"}, {\"close\": 125167.5, \"datetime\": \"2025-10-05T04:00:00.000\"}, {\"close\": 125103.0, \"datetime\": \"2025-10-05T05:00:00.000\"}, {\"close\": 124977.7, \"datetime\": \"2025-10-05T06:00:00.000\"}, {\"close\": 124692.4, \"datetime\": \"2025-10-05T07:00:00.000\"}, {\"close\": 124580.9, \"datetime\": \"2025-10-05T08:00:00.000\"}, {\"close\": 122998.0, \"datetime\": \"2025-10-05T09:00:00.000\"}, {\"close\": 122980.9, \"datetime\": \"2025-10-05T10:00:00.000\"}, {\"close\": 123413.2, \"datetime\": \"2025-10-05T11:00:00.000\"}, {\"close\": 123035.8, \"datetime\": \"2025-10-05T12:00:00.000\"}, {\"close\": 123120.0, \"datetime\": \"2025-10-05T13:00:00.000\"}, {\"close\": 122983.4, \"datetime\": \"2025-10-05T14:00:00.000\"}, {\"close\": 122753.0, \"datetime\": \"2025-10-05T15:00:00.000\"}, {\"close\": 123210.1, \"datetime\": \"2025-10-05T16:00:00.000\"}, {\"close\": 123013.9, \"datetime\": \"2025-10-05T17:00:00.000\"}, {\"close\": 122963.5, \"datetime\": \"2025-10-05T18:00:00.000\"}, {\"close\": 122550.4, \"datetime\": \"2025-10-05T19:00:00.000\"}, {\"close\": 122648.5, \"datetime\": \"2025-10-05T20:00:00.000\"}, {\"close\": 122682.3, \"datetime\": \"2025-10-05T21:00:00.000\"}, {\"close\": 123188.5, \"datetime\": \"2025-10-05T22:00:00.000\"}, {\"close\": 123426.7, \"datetime\": \"2025-10-05T23:00:00.000\"}, {\"close\": 123295.8, \"datetime\": \"2025-10-06T00:00:00.000\"}, {\"close\": 123980.8, \"datetime\": \"2025-10-06T01:00:00.000\"}, {\"close\": 124066.9, \"datetime\": \"2025-10-06T02:00:00.000\"}, {\"close\": 123792.9, \"datetime\": \"2025-10-06T03:00:00.000\"}, {\"close\": 123538.2, \"datetime\": \"2025-10-06T04:00:00.000\"}, {\"close\": 123522.3, \"datetime\": \"2025-10-06T05:00:00.000\"}, {\"close\": 123900.0, \"datetime\": \"2025-10-06T06:00:00.000\"}, {\"close\": 123332.3, \"datetime\": \"2025-10-06T07:00:00.000\"}, {\"close\": 123800.0, \"datetime\": \"2025-10-06T08:00:00.000\"}, {\"close\": 123915.2, \"datetime\": \"2025-10-06T09:00:00.000\"}, {\"close\": 123920.0, \"datetime\": \"2025-10-06T10:00:00.000\"}, {\"close\": 124161.2, \"datetime\": \"2025-10-06T11:00:00.000\"}, {\"close\": 124495.3, \"datetime\": \"2025-10-06T12:00:00.000\"}, {\"close\": 124967.8, \"datetime\": \"2025-10-06T13:00:00.000\"}, {\"close\": 124475.9, \"datetime\": \"2025-10-06T14:00:00.000\"}, {\"close\": 124946.2, \"datetime\": \"2025-10-06T15:00:00.000\"}, {\"close\": 125417.8, \"datetime\": \"2025-10-06T16:00:00.000\"}, {\"close\": 125235.2, \"datetime\": \"2025-10-06T17:00:00.000\"}, {\"close\": 125986.0, \"datetime\": \"2025-10-06T18:00:00.000\"}, {\"close\": 125357.3, \"datetime\": \"2025-10-06T19:00:00.000\"}, {\"close\": 125170.0, \"datetime\": \"2025-10-06T20:00:00.000\"}, {\"close\": 125062.0, \"datetime\": \"2025-10-06T21:00:00.000\"}, {\"close\": 124999.8, \"datetime\": \"2025-10-06T22:00:00.000\"}, {\"close\": 124628.5, \"datetime\": \"2025-10-06T23:00:00.000\"}, {\"close\": 124850.3, \"datetime\": \"2025-10-07T00:00:00.000\"}, {\"close\": 124658.0, \"datetime\": \"2025-10-07T01:00:00.000\"}, {\"close\": 124205.5, \"datetime\": \"2025-10-07T02:00:00.000\"}, {\"close\": 124277.7, \"datetime\": \"2025-10-07T03:00:00.000\"}, {\"close\": 124449.8, \"datetime\": \"2025-10-07T04:00:00.000\"}, {\"close\": 124349.0, \"datetime\": \"2025-10-07T05:00:00.000\"}, {\"close\": 123852.6, \"datetime\": \"2025-10-07T06:00:00.000\"}, {\"close\": 123627.1, \"datetime\": \"2025-10-07T07:00:00.000\"}, {\"close\": 123813.1, \"datetime\": \"2025-10-07T08:00:00.000\"}, {\"close\": 124049.2, \"datetime\": \"2025-10-07T09:00:00.000\"}, {\"close\": 124229.9, \"datetime\": \"2025-10-07T10:00:00.000\"}, {\"close\": 124397.2, \"datetime\": \"2025-10-07T11:00:00.000\"}, {\"close\": 124869.5, \"datetime\": \"2025-10-07T12:00:00.000\"}, {\"close\": 123825.4, \"datetime\": \"2025-10-07T13:00:00.000\"}, {\"close\": 122684.0, \"datetime\": \"2025-10-07T14:00:00.000\"}, {\"close\": 121788.3, \"datetime\": \"2025-10-07T15:00:00.000\"}, {\"close\": 121621.5, \"datetime\": \"2025-10-07T16:00:00.000\"}, {\"close\": 121073.1, \"datetime\": \"2025-10-07T17:00:00.000\"}, {\"close\": 120838.0, \"datetime\": \"2025-10-07T18:00:00.000\"}, {\"close\": 121593.6, \"datetime\": \"2025-10-07T19:00:00.000\"}, {\"close\": 121885.4, \"datetime\": \"2025-10-07T20:00:00.000\"}, {\"close\": 121954.1, \"datetime\": \"2025-10-07T21:00:00.000\"}, {\"close\": 121956.8, \"datetime\": \"2025-10-07T22:00:00.000\"}, {\"close\": 121286.5, \"datetime\": \"2025-10-07T23:00:00.000\"}, {\"close\": 121868.9, \"datetime\": \"2025-10-08T00:00:00.000\"}, {\"close\": 121911.3, \"datetime\": \"2025-10-08T01:00:00.000\"}, {\"close\": 121995.0, \"datetime\": \"2025-10-08T02:00:00.000\"}, {\"close\": 121333.1, \"datetime\": \"2025-10-08T03:00:00.000\"}, {\"close\": 121865.4, \"datetime\": \"2025-10-08T04:00:00.000\"}, {\"close\": 121338.0, \"datetime\": \"2025-10-08T05:00:00.000\"}, {\"close\": 121749.0, \"datetime\": \"2025-10-08T06:00:00.000\"}, {\"close\": 121550.4, \"datetime\": \"2025-10-08T07:00:00.000\"}, {\"close\": 122332.6, \"datetime\": \"2025-10-08T08:00:00.000\"}, {\"close\": 122485.0, \"datetime\": \"2025-10-08T09:00:00.000\"}, {\"close\": 122885.7, \"datetime\": \"2025-10-08T10:00:00.000\"}, {\"close\": 122825.7, \"datetime\": \"2025-10-08T11:00:00.000\"}, {\"close\": 122580.3, \"datetime\": \"2025-10-08T12:00:00.000\"}, {\"close\": 122540.4, \"datetime\": \"2025-10-08T13:00:00.000\"}, {\"close\": 122268.4, \"datetime\": \"2025-10-08T14:00:00.000\"}, {\"close\": 122140.1, \"datetime\": \"2025-10-08T15:00:00.000\"}, {\"close\": 122999.9, \"datetime\": \"2025-10-08T16:00:00.000\"}, {\"close\": 123985.5, \"datetime\": \"2025-10-08T17:00:00.000\"}, {\"close\": 123389.8, \"datetime\": \"2025-10-08T18:00:00.000\"}, {\"close\": 123381.8, \"datetime\": \"2025-10-08T19:00:00.000\"}, {\"close\": 122784.6, \"datetime\": \"2025-10-08T20:00:00.000\"}, {\"close\": 123231.4, \"datetime\": \"2025-10-08T21:00:00.000\"}, {\"close\": 123126.1, \"datetime\": \"2025-10-08T22:00:00.000\"}, {\"close\": 123237.5, \"datetime\": \"2025-10-08T23:00:00.000\"}, {\"close\": 122782.0, \"datetime\": \"2025-10-09T00:00:00.000\"}, {\"close\": 122496.6, \"datetime\": \"2025-10-09T01:00:00.000\"}, {\"close\": 121573.2, \"datetime\": \"2025-10-09T02:00:00.000\"}, {\"close\": 121988.4, \"datetime\": \"2025-10-09T03:00:00.000\"}, {\"close\": 122087.6, \"datetime\": \"2025-10-09T04:00:00.000\"}, {\"close\": 122052.6, \"datetime\": \"2025-10-09T05:00:00.000\"}, {\"close\": 121900.4, \"datetime\": \"2025-10-09T06:00:00.000\"}, {\"close\": 121847.9, \"datetime\": \"2025-10-09T07:00:00.000\"}, {\"close\": 121202.4, \"datetime\": \"2025-10-09T08:00:00.000\"}, {\"close\": 121753.3, \"datetime\": \"2025-10-09T09:00:00.000\"}, {\"close\": 122106.2, \"datetime\": \"2025-10-09T10:00:00.000\"}, {\"close\": 122672.9, \"datetime\": \"2025-10-09T11:00:00.000\"}, {\"close\": 123500.0, \"datetime\": \"2025-10-09T12:00:00.000\"}, {\"close\": 122357.0, \"datetime\": \"2025-10-09T13:00:00.000\"}, {\"close\": 121235.1, \"datetime\": \"2025-10-09T14:00:00.000\"}, {\"close\": 121079.4, \"datetime\": \"2025-10-09T15:00:00.000\"}, {\"close\": 119752.1, \"datetime\": \"2025-10-09T16:00:00.000\"}, {\"close\": 120915.6, \"datetime\": \"2025-10-09T17:00:00.000\"}, {\"close\": 120600.0, \"datetime\": \"2025-10-09T18:00:00.000\"}, {\"close\": 120897.6, \"datetime\": \"2025-10-09T19:00:00.000\"}, {\"close\": 121045.4, \"datetime\": \"2025-10-09T20:00:00.000\"}, {\"close\": 121407.8, \"datetime\": \"2025-10-09T21:00:00.000\"}, {\"close\": 121619.5, \"datetime\": \"2025-10-09T22:00:00.000\"}, {\"close\": 121579.3, \"datetime\": \"2025-10-09T23:00:00.000\"}], \"transform\": [{\"type\": \"formula\", \"expr\": \"toDate(datum['datetime'])\", \"as\": \"datetime\"}]}, {\"name\": \"source_0_y_domain_close\", \"values\": [{\"min\": 67097.0, \"max\": 125986.0}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_db82be42624d4632\", \"update\": \"vlSelectionResolve(\\\"param_db82be42624d4632_store\\\", \\\"union\\\")\"}, {\"name\": \"param_e9b61157fc812227\", \"update\": \"vlSelectionResolve(\\\"param_e9b61157fc812227_store\\\", \\\"union\\\")\"}, {\"name\": \"param_db82be42624d4632_datetime\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_db82be42624d4632_translate_delta\"}, \"update\": \"panLinear(param_db82be42624d4632_translate_anchor.extent_x, -param_db82be42624d4632_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_db82be42624d4632_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_db82be42624d4632_zoom_anchor.x, param_db82be42624d4632_zoom_delta)\"}]}, {\"name\": \"param_db82be42624d4632_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_db82be42624d4632_datetime\"}], \"update\": \"param_db82be42624d4632_datetime ? {unit: \\\"\\\", fields: param_db82be42624d4632_tuple_fields, values: [param_db82be42624d4632_datetime]} : null\"}]}, {\"name\": \"param_db82be42624d4632_tuple_fields\", \"value\": [{\"field\": \"datetime\", \"channel\": \"x\", \"type\": \"R\"}]}, {\"name\": \"param_db82be42624d4632_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\")}\"}]}, {\"name\": \"param_db82be42624d4632_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_db82be42624d4632_translate_anchor.x - x(unit), y: param_db82be42624d4632_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_db82be42624d4632_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_db82be42624d4632_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_db82be42624d4632_modify\", \"on\": [{\"events\": {\"signal\": \"param_db82be42624d4632_tuple\"}, \"update\": \"modify(\\\"param_db82be42624d4632_store\\\", param_db82be42624d4632_tuple, true)\"}]}, {\"name\": \"param_e9b61157fc812227_close\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_e9b61157fc812227_translate_delta\"}, \"update\": \"panLinear(param_e9b61157fc812227_translate_anchor.extent_y, param_e9b61157fc812227_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_e9b61157fc812227_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_e9b61157fc812227_zoom_anchor.y, param_e9b61157fc812227_zoom_delta)\"}]}, {\"name\": \"param_e9b61157fc812227_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_e9b61157fc812227_close\"}], \"update\": \"param_e9b61157fc812227_close ? {unit: \\\"\\\", fields: param_e9b61157fc812227_tuple_fields, values: [param_e9b61157fc812227_close]} : null\"}]}, {\"name\": \"param_e9b61157fc812227_tuple_fields\", \"value\": [{\"field\": \"close\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_e9b61157fc812227_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_e9b61157fc812227_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_e9b61157fc812227_translate_anchor.x - x(unit), y: param_e9b61157fc812227_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_e9b61157fc812227_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_e9b61157fc812227_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_e9b61157fc812227_modify\", \"on\": [{\"events\": {\"signal\": \"param_e9b61157fc812227_tuple\"}, \"update\": \"modify(\\\"param_e9b61157fc812227_store\\\", param_e9b61157fc812227_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"stroke\": {\"value\": \"#4c78a8\"}, \"y\": {\"field\": \"close\", \"scale\": \"y\"}, \"x\": {\"field\": \"datetime\", \"scale\": \"x\"}, \"tooltip\": {\"signal\": \"{\\\"datetime\\\": timeFormat(datum[\\\"datetime\\\"], \\\"%b %d, %Y\\\"), \\\"close\\\": format(datum[\\\"close\\\"], \\\"\\\")}\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"datetime\\\"]) && isFinite(+datum[\\\"datetime\\\"]) && isValid(datum[\\\"close\\\"]) && isFinite(+datum[\\\"close\\\"])\"}}}, \"style\": [\"line\"], \"interactive\": true, \"clip\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"time\", \"domain\": {\"data\": \"source_0\", \"field\": \"datetime\"}, \"range\": [0, {\"signal\": \"width\"}], \"domainRaw\": {\"signal\": \"param_db82be42624d4632[\\\"datetime\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_close\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_close\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"domainRaw\": {\"signal\": \"param_e9b61157fc812227[\\\"close\\\"]\"}, \"zero\": false, \"nice\": true}], \"axes\": [{\"scale\": \"x\", \"maxExtent\": 0, \"labels\": false, \"domain\": false, \"zindex\": 0, \"ticks\": false, \"orient\": \"bottom\", \"minExtent\": 0, \"grid\": true, \"gridScale\": \"y\", \"aria\": false, \"tickCount\": {\"signal\": \"ceil(width/40)\"}}, {\"scale\": \"y\", \"domain\": false, \"grid\": true, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"minExtent\": 0, \"orient\": \"left\", \"gridScale\": \"x\", \"labels\": false, \"maxExtent\": 0, \"ticks\": false, \"zindex\": 0, \"aria\": false}, {\"scale\": \"x\", \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"title\": \"datetime\", \"zindex\": 0, \"orient\": \"bottom\", \"labelFlush\": true, \"labelOverlap\": true, \"grid\": false}, {\"scale\": \"y\", \"orient\": \"left\", \"grid\": false, \"labelOverlap\": true, \"title\": \"close\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"zindex\": 0}], \"title\": {\"text\": \"BTCUSDT 1h close\", \"frame\": \"group\"}, \"width\": 800, \"style\": \"cell\", \"padding\": 5, \"height\": 400, \"background\": \"white\"}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt.data_transformers.enable(\"vegafusion\")\n",
    "research.plot_dyn_timeseries(ts, sym, 'close', time_interval)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2b4417c",
   "metadata": {},
   "source": [
    "## Feature Engineering"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "fe1ac560",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-bfa5e7fa797943709f996e77ee82703d.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-bfa5e7fa797943709f996e77ee82703d.vega-embed details,\n",
       "  #altair-viz-bfa5e7fa797943709f996e77ee82703d.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-bfa5e7fa797943709f996e77ee82703d\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-bfa5e7fa797943709f996e77ee82703d\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-bfa5e7fa797943709f996e77ee82703d\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"index\": 0, \"price\": 100.0}, {\"index\": 1, \"price\": 120.0}, {\"index\": 2, \"price\": 100.0}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 2}]}, {\"name\": \"source_0_y_domain_price\", \"values\": [{\"min\": 100.0, \"max\": 120.0}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_price\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_price\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_price ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_price]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"price\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"price\\\": format(datum[\\\"price\\\"], \\\"\\\")}\"}, \"stroke\": {\"value\": \"#4c78a8\"}, \"y\": {\"field\": \"price\", \"scale\": \"y\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"price\\\"]) && isFinite(+datum[\\\"price\\\"])\"}}}, \"interactive\": true, \"style\": [\"line\"], \"clip\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}, \"nice\": true, \"zero\": false}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_price\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_price\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"price\\\"]\"}, \"zero\": true, \"nice\": true}], \"axes\": [{\"scale\": \"x\", \"labels\": false, \"ticks\": false, \"orient\": \"bottom\", \"grid\": true, \"gridScale\": \"y\", \"maxExtent\": 0, \"aria\": false, \"zindex\": 0, \"minExtent\": 0, \"domain\": false, \"tickCount\": {\"signal\": \"ceil(width/40)\"}}, {\"scale\": \"y\", \"gridScale\": \"x\", \"minExtent\": 0, \"domain\": false, \"aria\": false, \"grid\": true, \"labels\": false, \"ticks\": false, \"zindex\": 0, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"maxExtent\": 0, \"orient\": \"left\"}, {\"scale\": \"x\", \"labelOverlap\": true, \"title\": \"index\", \"grid\": false, \"orient\": \"bottom\", \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"labelFlush\": true, \"zindex\": 0}, {\"scale\": \"y\", \"orient\": \"left\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"grid\": false, \"zindex\": 0, \"title\": \"price\", \"labelOverlap\": true}], \"title\": {\"text\": \"price\", \"frame\": \"group\"}, \"background\": \"white\", \"width\": 800, \"style\": \"cell\", \"padding\": 5, \"height\": 400}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "price_time_series = pl.DataFrame({'price':[100.0,120.0,100.0]})\n",
    "research.plot_column(price_time_series, 'price')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "497659ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (3, 4)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>price</th><th>delta</th><th>return</th><th>log_return</th></tr><tr><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>100.0</td><td>null</td><td>null</td><td>null</td></tr><tr><td>120.0</td><td>20.0</td><td>0.2</td><td>0.182322</td></tr><tr><td>100.0</td><td>-20.0</td><td>-0.166667</td><td>-0.182322</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (3, 4)\n",
       "┌───────┬───────┬───────────┬────────────┐\n",
       "│ price ┆ delta ┆ return    ┆ log_return │\n",
       "│ ---   ┆ ---   ┆ ---       ┆ ---        │\n",
       "│ f64   ┆ f64   ┆ f64       ┆ f64        │\n",
       "╞═══════╪═══════╪═══════════╪════════════╡\n",
       "│ 100.0 ┆ null  ┆ null      ┆ null       │\n",
       "│ 120.0 ┆ 20.0  ┆ 0.2       ┆ 0.182322   │\n",
       "│ 100.0 ┆ -20.0 ┆ -0.166667 ┆ -0.182322  │\n",
       "└───────┴───────┴───────────┴────────────┘"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "price_time_series.with_columns(\n",
    "    pl.col('price').diff().alias('delta'),\n",
    "    ((pl.col('price')-pl.col('price').shift())/pl.col('price').shift()).alias('return'),\n",
    "    (pl.col('price')/pl.col('price').shift()).log().alias('log_return'),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e74e180",
   "metadata": {},
   "source": [
    "## Create target and lagged features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4e5bd81f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (8_304, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69939.9</td><td>69998.4</td><td>69733.0</td><td>69939.5</td><td>null</td></tr><tr><td>2024-10-29 01:00:00</td><td>69939.5</td><td>70399.4</td><td>69810.8</td><td>70287.0</td><td>0.004956</td></tr><tr><td>2024-10-29 02:00:00</td><td>70286.9</td><td>71607.0</td><td>70198.1</td><td>71173.9</td><td>0.012539</td></tr><tr><td>2024-10-29 03:00:00</td><td>71173.8</td><td>71409.0</td><td>70870.2</td><td>70927.5</td><td>-0.003468</td></tr><tr><td>2024-10-29 04:00:00</td><td>70927.4</td><td>71123.4</td><td>70906.1</td><td>71062.6</td><td>0.001903</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-09 19:00:00</td><td>120600.0</td><td>121060.1</td><td>120600.0</td><td>120897.6</td><td>0.002465</td></tr><tr><td>2025-10-09 20:00:00</td><td>120897.6</td><td>121147.2</td><td>120787.9</td><td>121045.4</td><td>0.001222</td></tr><tr><td>2025-10-09 21:00:00</td><td>121045.3</td><td>121457.2</td><td>120998.3</td><td>121407.8</td><td>0.002989</td></tr><tr><td>2025-10-09 22:00:00</td><td>121407.9</td><td>121712.4</td><td>121342.0</td><td>121619.5</td><td>0.001742</td></tr><tr><td>2025-10-09 23:00:00</td><td>121619.6</td><td>121671.1</td><td>121271.3</td><td>121579.3</td><td>-0.000331</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (8_304, 6)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69939.9  ┆ 69998.4  ┆ 69733.0  ┆ 69939.5  ┆ null             │\n",
       "│ 2024-10-29 01:00:00 ┆ 69939.5  ┆ 70399.4  ┆ 69810.8  ┆ 70287.0  ┆ 0.004956         │\n",
       "│ 2024-10-29 02:00:00 ┆ 70286.9  ┆ 71607.0  ┆ 70198.1  ┆ 71173.9  ┆ 0.012539         │\n",
       "│ 2024-10-29 03:00:00 ┆ 71173.8  ┆ 71409.0  ┆ 70870.2  ┆ 70927.5  ┆ -0.003468        │\n",
       "│ 2024-10-29 04:00:00 ┆ 70927.4  ┆ 71123.4  ┆ 70906.1  ┆ 71062.6  ┆ 0.001903         │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                │\n",
       "│ 2025-10-09 19:00:00 ┆ 120600.0 ┆ 121060.1 ┆ 120600.0 ┆ 120897.6 ┆ 0.002465         │\n",
       "│ 2025-10-09 20:00:00 ┆ 120897.6 ┆ 121147.2 ┆ 120787.9 ┆ 121045.4 ┆ 0.001222         │\n",
       "│ 2025-10-09 21:00:00 ┆ 121045.3 ┆ 121457.2 ┆ 120998.3 ┆ 121407.8 ┆ 0.002989         │\n",
       "│ 2025-10-09 22:00:00 ┆ 121407.9 ┆ 121712.4 ┆ 121342.0 ┆ 121619.5 ┆ 0.001742         │\n",
       "│ 2025-10-09 23:00:00 ┆ 121619.6 ┆ 121671.1 ┆ 121271.3 ┆ 121579.3 ┆ -0.000331        │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┘"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "target = \"close_log_return\"\n",
    "ts = ts.with_columns((pl.col('close')/pl.col('close').shift(forecast_horizon)).log().alias(target))\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "c6f5b2e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (8_299, 10)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th><th>close_log_return_lag_4</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 05:00:00</td><td>71062.5</td><td>71088.7</td><td>70880.3</td><td>71010.9</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td><td>0.012539</td><td>0.004956</td></tr><tr><td>2024-10-29 06:00:00</td><td>71010.8</td><td>71343.9</td><td>70983.1</td><td>71226.6</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td><td>0.012539</td></tr><tr><td>2024-10-29 07:00:00</td><td>71226.6</td><td>71250.0</td><td>70803.0</td><td>71004.2</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td></tr><tr><td>2024-10-29 08:00:00</td><td>71004.1</td><td>71208.7</td><td>70960.0</td><td>71122.1</td><td>0.001659</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td></tr><tr><td>2024-10-29 09:00:00</td><td>71122.1</td><td>71332.8</td><td>71100.7</td><td>71280.0</td><td>0.002218</td><td>0.001659</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-09 19:00:00</td><td>120600.0</td><td>121060.1</td><td>120600.0</td><td>120897.6</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td><td>-0.011023</td><td>-0.001285</td></tr><tr><td>2025-10-09 20:00:00</td><td>120897.6</td><td>121147.2</td><td>120787.9</td><td>121045.4</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td><td>-0.011023</td></tr><tr><td>2025-10-09 21:00:00</td><td>121045.3</td><td>121457.2</td><td>120998.3</td><td>121407.8</td><td>0.002989</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td></tr><tr><td>2025-10-09 22:00:00</td><td>121407.9</td><td>121712.4</td><td>121342.0</td><td>121619.5</td><td>0.001742</td><td>0.002989</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td></tr><tr><td>2025-10-09 23:00:00</td><td>121619.6</td><td>121671.1</td><td>121271.3</td><td>121579.3</td><td>-0.000331</td><td>0.001742</td><td>0.002989</td><td>0.001222</td><td>0.002465</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (8_299, 10)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 ┆ close_log_return_lag_4 │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              ┆ ---                    ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              ┆ f64                    ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 2024-10-29 05:00:00 ┆ 71062.5  ┆ 71088.7  ┆ 70880.3  ┆ 71010.9  ┆ -0.000728        ┆ 0.001903               ┆ -0.003468              ┆ 0.012539               ┆ 0.004956               │\n",
       "│ 2024-10-29 06:00:00 ┆ 71010.8  ┆ 71343.9  ┆ 70983.1  ┆ 71226.6  ┆ 0.003033         ┆ -0.000728              ┆ 0.001903               ┆ -0.003468              ┆ 0.012539               │\n",
       "│ 2024-10-29 07:00:00 ┆ 71226.6  ┆ 71250.0  ┆ 70803.0  ┆ 71004.2  ┆ -0.003127        ┆ 0.003033               ┆ -0.000728              ┆ 0.001903               ┆ -0.003468              │\n",
       "│ 2024-10-29 08:00:00 ┆ 71004.1  ┆ 71208.7  ┆ 70960.0  ┆ 71122.1  ┆ 0.001659         ┆ -0.003127              ┆ 0.003033               ┆ -0.000728              ┆ 0.001903               │\n",
       "│ 2024-10-29 09:00:00 ┆ 71122.1  ┆ 71332.8  ┆ 71100.7  ┆ 71280.0  ┆ 0.002218         ┆ 0.001659               ┆ -0.003127              ┆ 0.003033               ┆ -0.000728              │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                ┆ …                      ┆ …                      ┆ …                      ┆ …                      │\n",
       "│ 2025-10-09 19:00:00 ┆ 120600.0 ┆ 121060.1 ┆ 120600.0 ┆ 120897.6 ┆ 0.002465         ┆ -0.002613              ┆ 0.009669               ┆ -0.011023              ┆ -0.001285              │\n",
       "│ 2025-10-09 20:00:00 ┆ 120897.6 ┆ 121147.2 ┆ 120787.9 ┆ 121045.4 ┆ 0.001222         ┆ 0.002465               ┆ -0.002613              ┆ 0.009669               ┆ -0.011023              │\n",
       "│ 2025-10-09 21:00:00 ┆ 121045.3 ┆ 121457.2 ┆ 120998.3 ┆ 121407.8 ┆ 0.002989         ┆ 0.001222               ┆ 0.002465               ┆ -0.002613              ┆ 0.009669               │\n",
       "│ 2025-10-09 22:00:00 ┆ 121407.9 ┆ 121712.4 ┆ 121342.0 ┆ 121619.5 ┆ 0.001742         ┆ 0.002989               ┆ 0.001222               ┆ 0.002465               ┆ -0.002613              │\n",
       "│ 2025-10-09 23:00:00 ┆ 121619.6 ┆ 121671.1 ┆ 121271.3 ┆ 121579.3 ┆ -0.000331        ┆ 0.001742               ┆ 0.002989               ┆ 0.001222               ┆ 0.002465               │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts = research.add_lags(ts, target, max_lags, forecast_horizon).drop_nulls()\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ff5f2dd0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-9b139e934aec4eeb9a7d774798a9e583.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-9b139e934aec4eeb9a7d774798a9e583.vega-embed details,\n",
       "  #altair-viz-9b139e934aec4eeb9a7d774798a9e583.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-9b139e934aec4eeb9a7d774798a9e583\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-9b139e934aec4eeb9a7d774798a9e583\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-9b139e934aec4eeb9a7d774798a9e583\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_f268f798f41c853e_store\"}, {\"name\": \"source_0\", \"values\": [{\"__count\": 1141, \"bin_maxbins_200_close_log_return\": -0.0010000000000000009, \"bin_maxbins_200_close_log_return_end\": -8.673617379884035e-19}, {\"__count\": 447, \"bin_maxbins_200_close_log_return\": 0.0029999999999999957, \"bin_maxbins_200_close_log_return_end\": 0.003999999999999996}, {\"__count\": 399, \"bin_maxbins_200_close_log_return\": -0.0040000000000000036, \"bin_maxbins_200_close_log_return_end\": -0.0030000000000000035}, {\"__count\": 928, \"bin_maxbins_200_close_log_return\": 0.0010000000000000009, \"bin_maxbins_200_close_log_return_end\": 0.002000000000000001}, {\"__count\": 692, \"bin_maxbins_200_close_log_return\": 0.001999999999999995, \"bin_maxbins_200_close_log_return_end\": 0.002999999999999995}, {\"__count\": 911, \"bin_maxbins_200_close_log_return\": -0.0020000000000000018, \"bin_maxbins_200_close_log_return_end\": -0.0010000000000000018}, {\"__count\": 299, \"bin_maxbins_200_close_log_return\": 0.003999999999999997, \"bin_maxbins_200_close_log_return_end\": 0.004999999999999997}, {\"__count\": 256, \"bin_maxbins_200_close_log_return\": -0.0050000000000000044, \"bin_maxbins_200_close_log_return_end\": -0.004000000000000004}, {\"__count\": 58, \"bin_maxbins_200_close_log_return\": 0.008999999999999994, \"bin_maxbins_200_close_log_return_end\": 0.009999999999999995}, {\"__count\": 1065, \"bin_maxbins_200_close_log_return\": 0.0, \"bin_maxbins_200_close_log_return_end\": 0.001}, {\"__count\": 100, \"bin_maxbins_200_close_log_return\": 0.006999999999999999, \"bin_maxbins_200_close_log_return_end\": 0.008}, {\"__count\": 146, \"bin_maxbins_200_close_log_return\": 0.005999999999999998, \"bin_maxbins_200_close_log_return_end\": 0.006999999999999998}, {\"__count\": 67, \"bin_maxbins_200_close_log_return\": -0.009000000000000001, \"bin_maxbins_200_close_log_return_end\": -0.008}, {\"__count\": 668, \"bin_maxbins_200_close_log_return\": -0.0030000000000000027, \"bin_maxbins_200_close_log_return_end\": -0.0020000000000000026}, {\"__count\": 207, \"bin_maxbins_200_close_log_return\": 0.0049999999999999975, \"bin_maxbins_200_close_log_return_end\": 0.0059999999999999975}, {\"__count\": 167, \"bin_maxbins_200_close_log_return\": -0.006000000000000005, \"bin_maxbins_200_close_log_return_end\": -0.005000000000000005}, {\"__count\": 12, \"bin_maxbins_200_close_log_return\": 0.013999999999999999, \"bin_maxbins_200_close_log_return_end\": 0.015}, {\"__count\": 118, \"bin_maxbins_200_close_log_return\": -0.007000000000000006, \"bin_maxbins_200_close_log_return_end\": -0.006000000000000006}, {\"__count\": 35, \"bin_maxbins_200_close_log_return\": -0.011000000000000003, \"bin_maxbins_200_close_log_return_end\": -0.010000000000000002}, {\"__count\": 108, \"bin_maxbins_200_close_log_return\": -0.008, \"bin_maxbins_200_close_log_return_end\": -0.007}, {\"__count\": 21, \"bin_maxbins_200_close_log_return\": 0.011999999999999997, \"bin_maxbins_200_close_log_return_end\": 0.012999999999999998}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": -0.027000000000000003, \"bin_maxbins_200_close_log_return_end\": -0.026000000000000002}, {\"__count\": 34, \"bin_maxbins_200_close_log_return\": -0.012000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.011000000000000003}, {\"__count\": 27, \"bin_maxbins_200_close_log_return\": -0.013000000000000005, \"bin_maxbins_200_close_log_return_end\": -0.012000000000000004}, {\"__count\": 30, \"bin_maxbins_200_close_log_return\": 0.010999999999999996, \"bin_maxbins_200_close_log_return_end\": 0.011999999999999997}, {\"__count\": 15, \"bin_maxbins_200_close_log_return\": 0.016, \"bin_maxbins_200_close_log_return_end\": 0.017}, {\"__count\": 10, \"bin_maxbins_200_close_log_return\": -0.018000000000000002, \"bin_maxbins_200_close_log_return_end\": -0.017}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.023999999999999994, \"bin_maxbins_200_close_log_return_end\": 0.024999999999999994}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.026999999999999996, \"bin_maxbins_200_close_log_return_end\": 0.027999999999999997}, {\"__count\": 9, \"bin_maxbins_200_close_log_return\": 0.017, \"bin_maxbins_200_close_log_return_end\": 0.018000000000000002}, {\"__count\": 71, \"bin_maxbins_200_close_log_return\": 0.008, \"bin_maxbins_200_close_log_return_end\": 0.009000000000000001}, {\"__count\": 36, \"bin_maxbins_200_close_log_return\": 0.009999999999999995, \"bin_maxbins_200_close_log_return_end\": 0.010999999999999996}, {\"__count\": 3, \"bin_maxbins_200_close_log_return\": 0.025999999999999995, \"bin_maxbins_200_close_log_return_end\": 0.026999999999999996}, {\"__count\": 50, \"bin_maxbins_200_close_log_return\": -0.010000000000000002, \"bin_maxbins_200_close_log_return_end\": -0.009000000000000001}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": 0.019000000000000003, \"bin_maxbins_200_close_log_return_end\": 0.020000000000000004}, {\"__count\": 13, \"bin_maxbins_200_close_log_return\": 0.015, \"bin_maxbins_200_close_log_return_end\": 0.016}, {\"__count\": 18, \"bin_maxbins_200_close_log_return\": 0.012999999999999998, \"bin_maxbins_200_close_log_return_end\": 0.013999999999999999}, {\"__count\": 5, \"bin_maxbins_200_close_log_return\": -0.020000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.019000000000000003}, {\"__count\": 7, \"bin_maxbins_200_close_log_return\": 0.020000000000000004, \"bin_maxbins_200_close_log_return_end\": 0.021000000000000005}, {\"__count\": 18, \"bin_maxbins_200_close_log_return\": -0.014000000000000005, \"bin_maxbins_200_close_log_return_end\": -0.013000000000000005}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": 0.024999999999999994, \"bin_maxbins_200_close_log_return_end\": 0.025999999999999995}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": -0.029000000000000005, \"bin_maxbins_200_close_log_return_end\": -0.028000000000000004}, {\"__count\": 4, \"bin_maxbins_200_close_log_return\": -0.023000000000000003, \"bin_maxbins_200_close_log_return_end\": -0.022000000000000002}, {\"__count\": 6, \"bin_maxbins_200_close_log_return\": -0.021000000000000005, \"bin_maxbins_200_close_log_return_end\": -0.020000000000000004}, {\"__count\": 11, \"bin_maxbins_200_close_log_return\": -0.017, \"bin_maxbins_200_close_log_return_end\": -0.016}, {\"__count\": 4, \"bin_maxbins_200_close_log_return\": 0.021999999999999992, \"bin_maxbins_200_close_log_return_end\": 0.022999999999999993}, {\"__count\": 13, \"bin_maxbins_200_close_log_return\": -0.015, \"bin_maxbins_200_close_log_return_end\": -0.013999999999999999}, {\"__count\": 8, \"bin_maxbins_200_close_log_return\": 0.018000000000000002, \"bin_maxbins_200_close_log_return_end\": 0.019000000000000003}, {\"__count\": 6, \"bin_maxbins_200_close_log_return\": -0.022000000000000002, \"bin_maxbins_200_close_log_return_end\": -0.021}, {\"__count\": 12, \"bin_maxbins_200_close_log_return\": -0.016, \"bin_maxbins_200_close_log_return_end\": -0.015}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.032, \"bin_maxbins_200_close_log_return_end\": 0.033}, {\"__count\": 5, \"bin_maxbins_200_close_log_return\": -0.025, \"bin_maxbins_200_close_log_return_end\": -0.024}, {\"__count\": 3, \"bin_maxbins_200_close_log_return\": -0.024000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.023000000000000003}, {\"__count\": 8, \"bin_maxbins_200_close_log_return\": -0.019000000000000003, \"bin_maxbins_200_close_log_return_end\": -0.018000000000000002}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": 0.049, \"bin_maxbins_200_close_log_return_end\": 0.05}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": -0.028000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.027000000000000003}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": -0.036000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.035}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": -0.033, \"bin_maxbins_200_close_log_return_end\": -0.032}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": 0.022999999999999993, \"bin_maxbins_200_close_log_return_end\": 0.023999999999999994}, {\"__count\": 3, \"bin_maxbins_200_close_log_return\": -0.032, \"bin_maxbins_200_close_log_return_end\": -0.031}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.041999999999999996, \"bin_maxbins_200_close_log_return_end\": 0.043}, {\"__count\": 2, \"bin_maxbins_200_close_log_return\": 0.031, \"bin_maxbins_200_close_log_return_end\": 0.032}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": -0.047, \"bin_maxbins_200_close_log_return_end\": -0.046}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": -0.051000000000000004, \"bin_maxbins_200_close_log_return_end\": -0.05}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.028999999999999998, \"bin_maxbins_200_close_log_return_end\": 0.03}, {\"__count\": 1, \"bin_maxbins_200_close_log_return\": 0.021000000000000005, \"bin_maxbins_200_close_log_return_end\": 0.022000000000000006}]}, {\"name\": \"source_0_y_domain___count\", \"values\": [{\"min\": 1, \"max\": 1141}]}], \"signals\": [{\"name\": \"bin_maxbins_200_close_log_return_bins\", \"value\": {\"fields\": [\"close_log_return\"], \"fname\": \"bin_close_log_return\", \"start\": -0.051000000000000004, \"step\": 0.001, \"stop\": 0.05}}, {\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_f268f798f41c853e\", \"update\": \"vlSelectionResolve(\\\"param_f268f798f41c853e_store\\\", \\\"union\\\")\"}, {\"name\": \"param_f268f798f41c853e_close_log_return\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_f268f798f41c853e_translate_delta\"}, \"update\": \"panLinear(param_f268f798f41c853e_translate_anchor.extent_x, -param_f268f798f41c853e_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_f268f798f41c853e_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_f268f798f41c853e_zoom_anchor.x, param_f268f798f41c853e_zoom_delta)\"}]}, {\"name\": \"param_f268f798f41c853e_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_f268f798f41c853e_close_log_return\"}], \"update\": \"param_f268f798f41c853e_close_log_return ? {unit: \\\"\\\", fields: param_f268f798f41c853e_tuple_fields, values: [param_f268f798f41c853e_close_log_return]} : null\"}]}, {\"name\": \"param_f268f798f41c853e_tuple_fields\", \"value\": [{\"field\": \"close_log_return\", \"channel\": \"x\", \"type\": \"R\"}]}, {\"name\": \"param_f268f798f41c853e_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\")}\"}]}, {\"name\": \"param_f268f798f41c853e_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_f268f798f41c853e_translate_anchor.x - x(unit), y: param_f268f798f41c853e_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_f268f798f41c853e_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_f268f798f41c853e_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_f268f798f41c853e_modify\", \"on\": [{\"events\": {\"signal\": \"param_f268f798f41c853e_tuple\"}, \"update\": \"modify(\\\"param_f268f798f41c853e_store\\\", param_f268f798f41c853e_tuple, true)\"}]}], \"marks\": [{\"type\": \"rect\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"encode\": {\"update\": {\"y2\": {\"value\": 0, \"scale\": \"y\"}, \"fill\": {\"value\": \"#4c78a8\"}, \"x2\": {\"field\": \"bin_maxbins_200_close_log_return\", \"scale\": \"x\", \"offset\": {\"signal\": \"0.5 + (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return\\\"])) < 0.25 ? -0.5 * (0.25 - (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return\\\"])))) : 0.5)\"}}, \"x\": {\"field\": \"bin_maxbins_200_close_log_return_end\", \"scale\": \"x\", \"offset\": {\"signal\": \"0.5 + (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return\\\"])) < 0.25 ? 0.5 * (0.25 - (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_log_return\\\"])))) : -0.5)\"}}, \"y\": {\"field\": \"__count\", \"scale\": \"y\"}}}, \"clip\": true, \"style\": [\"bar\"], \"interactive\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": {\"signal\": \"[bin_maxbins_200_close_log_return_bins.start, bin_maxbins_200_close_log_return_bins.stop]\"}, \"range\": [0, {\"signal\": \"width\"}], \"bins\": {\"signal\": \"bin_maxbins_200_close_log_return_bins\"}, \"domainRaw\": {\"signal\": \"param_f268f798f41c853e[\\\"close_log_return\\\"]\"}, \"zero\": false}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain___count\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain___count\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"nice\": true}], \"axes\": [{\"scale\": \"y\", \"aria\": false, \"maxExtent\": 0, \"ticks\": false, \"domain\": false, \"minExtent\": 0, \"zindex\": 0, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"orient\": \"left\", \"gridScale\": \"x\", \"grid\": true, \"labels\": false}, {\"scale\": \"x\", \"zindex\": 0, \"labelFlush\": true, \"orient\": \"bottom\", \"tickCount\": {\"signal\": \"ceil(width/10)\"}, \"grid\": false, \"title\": \"close_log_return (binned)\", \"labelOverlap\": true}, {\"scale\": \"y\", \"orient\": \"left\", \"grid\": false, \"title\": \"Count of Records\", \"labelOverlap\": true, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"zindex\": 0}], \"title\": {\"text\": \"Distribution of close_log_return\", \"frame\": \"group\"}, \"style\": \"cell\", \"background\": \"white\", \"padding\": 5, \"height\": 400, \"width\": 600}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Plotting price movements\n",
    "research.plot_distribution(ts, target, no_bins=200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "b32adf51",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-b9ea2f0552a14a7892971d55e10e27c8.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-b9ea2f0552a14a7892971d55e10e27c8.vega-embed details,\n",
       "  #altair-viz-b9ea2f0552a14a7892971d55e10e27c8.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-b9ea2f0552a14a7892971d55e10e27c8\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-b9ea2f0552a14a7892971d55e10e27c8\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-b9ea2f0552a14a7892971d55e10e27c8\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_f268f798f41c853e_store\"}, {\"name\": \"source_0\", \"values\": [{\"__count\": 13, \"bin_maxbins_200_close\": 71000.0, \"bin_maxbins_200_close_end\": 71500.0}, {\"__count\": 8, \"bin_maxbins_200_close\": 71500.0, \"bin_maxbins_200_close_end\": 72000.0}, {\"__count\": 29, \"bin_maxbins_200_close\": 72000.0, \"bin_maxbins_200_close_end\": 72500.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 72500.0, \"bin_maxbins_200_close_end\": 73000.0}, {\"__count\": 4, \"bin_maxbins_200_close\": 73000.0, \"bin_maxbins_200_close_end\": 73500.0}, {\"__count\": 5, \"bin_maxbins_200_close\": 70500.0, \"bin_maxbins_200_close_end\": 71000.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 70000.0, \"bin_maxbins_200_close_end\": 70500.0}, {\"__count\": 32, \"bin_maxbins_200_close\": 69000.0, \"bin_maxbins_200_close_end\": 69500.0}, {\"__count\": 26, \"bin_maxbins_200_close\": 69500.0, \"bin_maxbins_200_close_end\": 70000.0}, {\"__count\": 17, \"bin_maxbins_200_close\": 68000.0, \"bin_maxbins_200_close_end\": 68500.0}, {\"__count\": 26, \"bin_maxbins_200_close\": 68500.0, \"bin_maxbins_200_close_end\": 69000.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 67500.0, \"bin_maxbins_200_close_end\": 68000.0}, {\"__count\": 2, \"bin_maxbins_200_close\": 67000.0, \"bin_maxbins_200_close_end\": 67500.0}, {\"__count\": 9, \"bin_maxbins_200_close\": 74000.0, \"bin_maxbins_200_close_end\": 74500.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 74500.0, \"bin_maxbins_200_close_end\": 75000.0}, {\"__count\": 3, \"bin_maxbins_200_close\": 73500.0, \"bin_maxbins_200_close_end\": 74000.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 75000.0, \"bin_maxbins_200_close_end\": 75500.0}, {\"__count\": 20, \"bin_maxbins_200_close\": 75500.0, \"bin_maxbins_200_close_end\": 76000.0}, {\"__count\": 39, \"bin_maxbins_200_close\": 76000.0, \"bin_maxbins_200_close_end\": 76500.0}, {\"__count\": 23, \"bin_maxbins_200_close\": 76500.0, \"bin_maxbins_200_close_end\": 77000.0}, {\"__count\": 13, \"bin_maxbins_200_close\": 77000.0, \"bin_maxbins_200_close_end\": 77500.0}, {\"__count\": 25, \"bin_maxbins_200_close\": 79000.0, \"bin_maxbins_200_close_end\": 79500.0}, {\"__count\": 13, \"bin_maxbins_200_close\": 78500.0, \"bin_maxbins_200_close_end\": 79000.0}, {\"__count\": 28, \"bin_maxbins_200_close\": 79500.0, \"bin_maxbins_200_close_end\": 80000.0}, {\"__count\": 17, \"bin_maxbins_200_close\": 80000.0, \"bin_maxbins_200_close_end\": 80500.0}, {\"__count\": 18, \"bin_maxbins_200_close\": 80500.0, \"bin_maxbins_200_close_end\": 81000.0}, {\"__count\": 27, \"bin_maxbins_200_close\": 81000.0, \"bin_maxbins_200_close_end\": 81500.0}, {\"__count\": 47, \"bin_maxbins_200_close\": 81500.0, \"bin_maxbins_200_close_end\": 82000.0}, {\"__count\": 70, \"bin_maxbins_200_close\": 82000.0, \"bin_maxbins_200_close_end\": 82500.0}, {\"__count\": 87, \"bin_maxbins_200_close\": 82500.0, \"bin_maxbins_200_close_end\": 83000.0}, {\"__count\": 174, \"bin_maxbins_200_close\": 84000.0, \"bin_maxbins_200_close_end\": 84500.0}, {\"__count\": 127, \"bin_maxbins_200_close\": 84500.0, \"bin_maxbins_200_close_end\": 85000.0}, {\"__count\": 48, \"bin_maxbins_200_close\": 85500.0, \"bin_maxbins_200_close_end\": 86000.0}, {\"__count\": 59, \"bin_maxbins_200_close\": 86000.0, \"bin_maxbins_200_close_end\": 86500.0}, {\"__count\": 50, \"bin_maxbins_200_close\": 86500.0, \"bin_maxbins_200_close_end\": 87000.0}, {\"__count\": 52, \"bin_maxbins_200_close\": 87500.0, \"bin_maxbins_200_close_end\": 88000.0}, {\"__count\": 51, \"bin_maxbins_200_close\": 88000.0, \"bin_maxbins_200_close_end\": 88500.0}, {\"__count\": 28, \"bin_maxbins_200_close\": 88500.0, \"bin_maxbins_200_close_end\": 89000.0}, {\"__count\": 26, \"bin_maxbins_200_close\": 89000.0, \"bin_maxbins_200_close_end\": 89500.0}, {\"__count\": 24, \"bin_maxbins_200_close\": 89500.0, \"bin_maxbins_200_close_end\": 90000.0}, {\"__count\": 78, \"bin_maxbins_200_close\": 87000.0, \"bin_maxbins_200_close_end\": 87500.0}, {\"__count\": 41, \"bin_maxbins_200_close\": 91500.0, \"bin_maxbins_200_close_end\": 92000.0}, {\"__count\": 54, \"bin_maxbins_200_close\": 92500.0, \"bin_maxbins_200_close_end\": 93000.0}, {\"__count\": 42, \"bin_maxbins_200_close\": 92000.0, \"bin_maxbins_200_close_end\": 92500.0}, {\"__count\": 31, \"bin_maxbins_200_close\": 90000.0, \"bin_maxbins_200_close_end\": 90500.0}, {\"__count\": 37, \"bin_maxbins_200_close\": 90500.0, \"bin_maxbins_200_close_end\": 91000.0}, {\"__count\": 46, \"bin_maxbins_200_close\": 91000.0, \"bin_maxbins_200_close_end\": 91500.0}, {\"__count\": 119, \"bin_maxbins_200_close\": 93500.0, \"bin_maxbins_200_close_end\": 94000.0}, {\"__count\": 61, \"bin_maxbins_200_close\": 93000.0, \"bin_maxbins_200_close_end\": 93500.0}, {\"__count\": 182, \"bin_maxbins_200_close\": 94000.0, \"bin_maxbins_200_close_end\": 94500.0}, {\"__count\": 170, \"bin_maxbins_200_close\": 94500.0, \"bin_maxbins_200_close_end\": 95000.0}, {\"__count\": 174, \"bin_maxbins_200_close\": 95500.0, \"bin_maxbins_200_close_end\": 96000.0}, {\"__count\": 154, \"bin_maxbins_200_close\": 97500.0, \"bin_maxbins_200_close_end\": 98000.0}, {\"__count\": 184, \"bin_maxbins_200_close\": 97000.0, \"bin_maxbins_200_close_end\": 97500.0}, {\"__count\": 219, \"bin_maxbins_200_close\": 96500.0, \"bin_maxbins_200_close_end\": 97000.0}, {\"__count\": 146, \"bin_maxbins_200_close\": 98000.0, \"bin_maxbins_200_close_end\": 98500.0}, {\"__count\": 96, \"bin_maxbins_200_close\": 98500.0, \"bin_maxbins_200_close_end\": 99000.0}, {\"__count\": 74, \"bin_maxbins_200_close\": 99000.0, \"bin_maxbins_200_close_end\": 99500.0}, {\"__count\": 221, \"bin_maxbins_200_close\": 96000.0, \"bin_maxbins_200_close_end\": 96500.0}, {\"__count\": 131, \"bin_maxbins_200_close\": 95000.0, \"bin_maxbins_200_close_end\": 95500.0}, {\"__count\": 96, \"bin_maxbins_200_close\": 101500.0, \"bin_maxbins_200_close_end\": 102000.0}, {\"__count\": 116, \"bin_maxbins_200_close\": 103000.0, \"bin_maxbins_200_close_end\": 103500.0}, {\"__count\": 109, \"bin_maxbins_200_close\": 102500.0, \"bin_maxbins_200_close_end\": 103000.0}, {\"__count\": 82, \"bin_maxbins_200_close\": 102000.0, \"bin_maxbins_200_close_end\": 102500.0}, {\"__count\": 154, \"bin_maxbins_200_close\": 103500.0, \"bin_maxbins_200_close_end\": 104000.0}, {\"__count\": 74, \"bin_maxbins_200_close\": 101000.0, \"bin_maxbins_200_close_end\": 101500.0}, {\"__count\": 46, \"bin_maxbins_200_close\": 100000.0, \"bin_maxbins_200_close_end\": 100500.0}, {\"__count\": 71, \"bin_maxbins_200_close\": 99500.0, \"bin_maxbins_200_close_end\": 100000.0}, {\"__count\": 43, \"bin_maxbins_200_close\": 100500.0, \"bin_maxbins_200_close_end\": 101000.0}, {\"__count\": 141, \"bin_maxbins_200_close\": 104000.0, \"bin_maxbins_200_close_end\": 104500.0}, {\"__count\": 183, \"bin_maxbins_200_close\": 105000.0, \"bin_maxbins_200_close_end\": 105500.0}, {\"__count\": 120, \"bin_maxbins_200_close\": 105500.0, \"bin_maxbins_200_close_end\": 106000.0}, {\"__count\": 208, \"bin_maxbins_200_close\": 104500.0, \"bin_maxbins_200_close_end\": 105000.0}, {\"__count\": 65, \"bin_maxbins_200_close\": 106000.0, \"bin_maxbins_200_close_end\": 106500.0}, {\"__count\": 77, \"bin_maxbins_200_close\": 106500.0, \"bin_maxbins_200_close_end\": 107000.0}, {\"__count\": 136, \"bin_maxbins_200_close\": 107000.0, \"bin_maxbins_200_close_end\": 107500.0}, {\"__count\": 122, \"bin_maxbins_200_close\": 108000.0, \"bin_maxbins_200_close_end\": 108500.0}, {\"__count\": 109, \"bin_maxbins_200_close\": 107500.0, \"bin_maxbins_200_close_end\": 108000.0}, {\"__count\": 119, \"bin_maxbins_200_close\": 83500.0, \"bin_maxbins_200_close_end\": 84000.0}, {\"__count\": 90, \"bin_maxbins_200_close\": 85000.0, \"bin_maxbins_200_close_end\": 85500.0}, {\"__count\": 119, \"bin_maxbins_200_close\": 83000.0, \"bin_maxbins_200_close_end\": 83500.0}, {\"__count\": 12, \"bin_maxbins_200_close\": 78000.0, \"bin_maxbins_200_close_end\": 78500.0}, {\"__count\": 5, \"bin_maxbins_200_close\": 77500.0, \"bin_maxbins_200_close_end\": 78000.0}, {\"__count\": 143, \"bin_maxbins_200_close\": 108500.0, \"bin_maxbins_200_close_end\": 109000.0}, {\"__count\": 134, \"bin_maxbins_200_close\": 109000.0, \"bin_maxbins_200_close_end\": 109500.0}, {\"__count\": 100, \"bin_maxbins_200_close\": 109500.0, \"bin_maxbins_200_close_end\": 110000.0}, {\"__count\": 53, \"bin_maxbins_200_close\": 110000.0, \"bin_maxbins_200_close_end\": 110500.0}, {\"__count\": 66, \"bin_maxbins_200_close\": 111500.0, \"bin_maxbins_200_close_end\": 112000.0}, {\"__count\": 107, \"bin_maxbins_200_close\": 111000.0, \"bin_maxbins_200_close_end\": 111500.0}, {\"__count\": 87, \"bin_maxbins_200_close\": 110500.0, \"bin_maxbins_200_close_end\": 111000.0}, {\"__count\": 83, \"bin_maxbins_200_close\": 112500.0, \"bin_maxbins_200_close_end\": 113000.0}, {\"__count\": 95, \"bin_maxbins_200_close\": 113500.0, \"bin_maxbins_200_close_end\": 114000.0}, {\"__count\": 68, \"bin_maxbins_200_close\": 113000.0, \"bin_maxbins_200_close_end\": 113500.0}, {\"__count\": 75, \"bin_maxbins_200_close\": 116000.0, \"bin_maxbins_200_close_end\": 116500.0}, {\"__count\": 126, \"bin_maxbins_200_close\": 115500.0, \"bin_maxbins_200_close_end\": 116000.0}, {\"__count\": 84, \"bin_maxbins_200_close\": 116500.0, \"bin_maxbins_200_close_end\": 117000.0}, {\"__count\": 172, \"bin_maxbins_200_close\": 117500.0, \"bin_maxbins_200_close_end\": 118000.0}, {\"__count\": 152, \"bin_maxbins_200_close\": 118000.0, \"bin_maxbins_200_close_end\": 118500.0}, {\"__count\": 115, \"bin_maxbins_200_close\": 117000.0, \"bin_maxbins_200_close_end\": 117500.0}, {\"__count\": 111, \"bin_maxbins_200_close\": 118500.0, \"bin_maxbins_200_close_end\": 119000.0}, {\"__count\": 66, \"bin_maxbins_200_close\": 119000.0, \"bin_maxbins_200_close_end\": 119500.0}, {\"__count\": 37, \"bin_maxbins_200_close\": 119500.0, \"bin_maxbins_200_close_end\": 120000.0}, {\"__count\": 15, \"bin_maxbins_200_close\": 120500.0, \"bin_maxbins_200_close_end\": 121000.0}, {\"__count\": 15, \"bin_maxbins_200_close\": 121000.0, \"bin_maxbins_200_close_end\": 121500.0}, {\"__count\": 36, \"bin_maxbins_200_close\": 122000.0, \"bin_maxbins_200_close_end\": 122500.0}, {\"__count\": 26, \"bin_maxbins_200_close\": 122500.0, \"bin_maxbins_200_close_end\": 123000.0}, {\"__count\": 45, \"bin_maxbins_200_close\": 121500.0, \"bin_maxbins_200_close_end\": 122000.0}, {\"__count\": 34, \"bin_maxbins_200_close\": 120000.0, \"bin_maxbins_200_close_end\": 120500.0}, {\"__count\": 114, \"bin_maxbins_200_close\": 115000.0, \"bin_maxbins_200_close_end\": 115500.0}, {\"__count\": 74, \"bin_maxbins_200_close\": 114500.0, \"bin_maxbins_200_close_end\": 115000.0}, {\"__count\": 80, \"bin_maxbins_200_close\": 114000.0, \"bin_maxbins_200_close_end\": 114500.0}, {\"__count\": 74, \"bin_maxbins_200_close\": 112000.0, \"bin_maxbins_200_close_end\": 112500.0}, {\"__count\": 18, \"bin_maxbins_200_close\": 123000.0, \"bin_maxbins_200_close_end\": 123500.0}, {\"__count\": 17, \"bin_maxbins_200_close\": 123500.0, \"bin_maxbins_200_close_end\": 124000.0}, {\"__count\": 12, \"bin_maxbins_200_close\": 124000.0, \"bin_maxbins_200_close_end\": 124500.0}, {\"__count\": 7, \"bin_maxbins_200_close\": 125000.0, \"bin_maxbins_200_close_end\": 125500.0}, {\"__count\": 10, \"bin_maxbins_200_close\": 124500.0, \"bin_maxbins_200_close_end\": 125000.0}, {\"__count\": 1, \"bin_maxbins_200_close\": 125500.0, \"bin_maxbins_200_close_end\": 126000.0}]}, {\"name\": \"source_0_y_domain___count\", \"values\": [{\"min\": 1, \"max\": 221}]}], \"signals\": [{\"name\": \"bin_maxbins_200_close_bins\", \"value\": {\"fields\": [\"close\"], \"fname\": \"bin_close\", \"start\": 67000.0, \"step\": 500.0, \"stop\": 126000.0}}, {\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_f268f798f41c853e\", \"update\": \"vlSelectionResolve(\\\"param_f268f798f41c853e_store\\\", \\\"union\\\")\"}, {\"name\": \"param_f268f798f41c853e_close\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_f268f798f41c853e_translate_delta\"}, \"update\": \"panLinear(param_f268f798f41c853e_translate_anchor.extent_x, -param_f268f798f41c853e_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_f268f798f41c853e_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_f268f798f41c853e_zoom_anchor.x, param_f268f798f41c853e_zoom_delta)\"}]}, {\"name\": \"param_f268f798f41c853e_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_f268f798f41c853e_close\"}], \"update\": \"param_f268f798f41c853e_close ? {unit: \\\"\\\", fields: param_f268f798f41c853e_tuple_fields, values: [param_f268f798f41c853e_close]} : null\"}]}, {\"name\": \"param_f268f798f41c853e_tuple_fields\", \"value\": [{\"field\": \"close\", \"channel\": \"x\", \"type\": \"R\"}]}, {\"name\": \"param_f268f798f41c853e_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\")}\"}]}, {\"name\": \"param_f268f798f41c853e_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_f268f798f41c853e_translate_anchor.x - x(unit), y: param_f268f798f41c853e_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_f268f798f41c853e_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_f268f798f41c853e_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_f268f798f41c853e_modify\", \"on\": [{\"events\": {\"signal\": \"param_f268f798f41c853e_tuple\"}, \"update\": \"modify(\\\"param_f268f798f41c853e_store\\\", param_f268f798f41c853e_tuple, true)\"}]}], \"marks\": [{\"type\": \"rect\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"encode\": {\"update\": {\"y2\": {\"value\": 0, \"scale\": \"y\"}, \"x\": {\"field\": \"bin_maxbins_200_close_end\", \"scale\": \"x\", \"offset\": {\"signal\": \"0.5 + (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close\\\"])) < 0.25 ? 0.5 * (0.25 - (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close\\\"])))) : -0.5)\"}}, \"y\": {\"field\": \"__count\", \"scale\": \"y\"}, \"fill\": {\"value\": \"#4c78a8\"}, \"x2\": {\"field\": \"bin_maxbins_200_close\", \"scale\": \"x\", \"offset\": {\"signal\": \"0.5 + (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close\\\"])) < 0.25 ? -0.5 * (0.25 - (abs(scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close_end\\\"]) - scale(\\\"x\\\", datum[\\\"bin_maxbins_200_close\\\"])))) : 0.5)\"}}}}, \"interactive\": true, \"style\": [\"bar\"], \"clip\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": {\"signal\": \"[bin_maxbins_200_close_bins.start, bin_maxbins_200_close_bins.stop]\"}, \"range\": [0, {\"signal\": \"width\"}], \"bins\": {\"signal\": \"bin_maxbins_200_close_bins\"}, \"zero\": false, \"domainRaw\": {\"signal\": \"param_f268f798f41c853e[\\\"close\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain___count\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain___count\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"nice\": true}], \"axes\": [{\"scale\": \"y\", \"grid\": true, \"domain\": false, \"minExtent\": 0, \"gridScale\": \"x\", \"maxExtent\": 0, \"orient\": \"left\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"labels\": false, \"aria\": false, \"ticks\": false, \"zindex\": 0}, {\"scale\": \"x\", \"orient\": \"bottom\", \"grid\": false, \"labelFlush\": true, \"zindex\": 0, \"title\": \"close (binned)\", \"labelOverlap\": true, \"tickCount\": {\"signal\": \"ceil(width/10)\"}}, {\"scale\": \"y\", \"zindex\": 0, \"grid\": false, \"orient\": \"left\", \"labelOverlap\": true, \"title\": \"Count of Records\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}}], \"title\": {\"text\": \"Distribution of close\", \"frame\": \"group\"}, \"padding\": 5, \"height\": 400, \"style\": \"cell\", \"background\": \"white\", \"width\": 600}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Plotting close price\n",
    "research.plot_distribution(ts, \"close\", no_bins=200)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "486b9fa3",
   "metadata": {},
   "source": [
    "## Build Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5d2b9580",
   "metadata": {},
   "outputs": [],
   "source": [
    "class LinearModel(nn.Module):\n",
    "  def __init__(self, input_features):\n",
    "    super(LinearModel, self).__init__()\n",
    "    self.linear = nn.Linear(input_features, 1)\n",
    "\n",
    "  def forward(self, x):\n",
    "    return self.linear(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "59fffc10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "============================================================\n",
      "Linear Model\n",
      "============================================================\n",
      "\n",
      "Architecture:\n",
      "  LinearModel(\n",
      "  (linear): Linear(in_features=1, out_features=1, bias=True)\n",
      ")\n",
      "\n",
      "Parameter Count:\n",
      "  Total parameters:      2\n",
      "  Trainable parameters:  2\n",
      "============================================================\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "input_features = 1\n",
    "\n",
    "linear_model = LinearModel(input_features)\n",
    "\n",
    "research.print_model_info(linear_model, \"Linear Model\")\n",
    "research.total_model_params(linear_model)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70299f84",
   "metadata": {},
   "source": [
    "Linear model, ie model is just $y = w \\cdot x + b$. Where $w$ is a weight, $b$ is our bias"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c82fb71",
   "metadata": {},
   "source": [
    "## Split our data by time\n",
    "\n",
    "We should use most recent data for testing, and the oldest data for training. We do this to avoid data snooping bias and data leakage."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f8317ae6",
   "metadata": {},
   "outputs": [],
   "source": [
    "features = [\"close_log_return_lag_1\"]\n",
    "target = \"close_log_return\"\n",
    "test_size = 0.25"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "c50bddb5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8299"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(ts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "cfc966d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6224"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "split_index = int(len(ts) * (1 - test_size))\n",
    "split_index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "285aaaf0",
   "metadata": {},
   "outputs": [],
   "source": [
    "ts_training = ts[:split_index]\n",
    "ts_testing = ts[split_index:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "4baefd68",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (6_224, 10)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th><th>close_log_return_lag_4</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 05:00:00</td><td>71062.5</td><td>71088.7</td><td>70880.3</td><td>71010.9</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td><td>0.012539</td><td>0.004956</td></tr><tr><td>2024-10-29 06:00:00</td><td>71010.8</td><td>71343.9</td><td>70983.1</td><td>71226.6</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td><td>0.012539</td></tr><tr><td>2024-10-29 07:00:00</td><td>71226.6</td><td>71250.0</td><td>70803.0</td><td>71004.2</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td><td>-0.003468</td></tr><tr><td>2024-10-29 08:00:00</td><td>71004.1</td><td>71208.7</td><td>70960.0</td><td>71122.1</td><td>0.001659</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td><td>0.001903</td></tr><tr><td>2024-10-29 09:00:00</td><td>71122.1</td><td>71332.8</td><td>71100.7</td><td>71280.0</td><td>0.002218</td><td>0.001659</td><td>-0.003127</td><td>0.003033</td><td>-0.000728</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-07-15 08:00:00</td><td>116777.1</td><td>116871.0</td><td>116300.0</td><td>116766.5</td><td>-0.000091</td><td>-0.002343</td><td>-0.002341</td><td>-0.001333</td><td>0.002323</td></tr><tr><td>2025-07-15 09:00:00</td><td>116766.6</td><td>117229.9</td><td>116684.3</td><td>116764.9</td><td>-0.000014</td><td>-0.000091</td><td>-0.002343</td><td>-0.002341</td><td>-0.001333</td></tr><tr><td>2025-07-15 10:00:00</td><td>116765.0</td><td>117222.2</td><td>116728.1</td><td>117055.0</td><td>0.002481</td><td>-0.000014</td><td>-0.000091</td><td>-0.002343</td><td>-0.002341</td></tr><tr><td>2025-07-15 11:00:00</td><td>117055.0</td><td>117180.0</td><td>116331.7</td><td>117110.4</td><td>0.000473</td><td>0.002481</td><td>-0.000014</td><td>-0.000091</td><td>-0.002343</td></tr><tr><td>2025-07-15 12:00:00</td><td>117110.4</td><td>117458.6</td><td>116388.0</td><td>117193.1</td><td>0.000706</td><td>0.000473</td><td>0.002481</td><td>-0.000014</td><td>-0.000091</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (6_224, 10)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 ┆ close_log_return_lag_4 │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              ┆ ---                    ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              ┆ f64                    ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 2024-10-29 05:00:00 ┆ 71062.5  ┆ 71088.7  ┆ 70880.3  ┆ 71010.9  ┆ -0.000728        ┆ 0.001903               ┆ -0.003468              ┆ 0.012539               ┆ 0.004956               │\n",
       "│ 2024-10-29 06:00:00 ┆ 71010.8  ┆ 71343.9  ┆ 70983.1  ┆ 71226.6  ┆ 0.003033         ┆ -0.000728              ┆ 0.001903               ┆ -0.003468              ┆ 0.012539               │\n",
       "│ 2024-10-29 07:00:00 ┆ 71226.6  ┆ 71250.0  ┆ 70803.0  ┆ 71004.2  ┆ -0.003127        ┆ 0.003033               ┆ -0.000728              ┆ 0.001903               ┆ -0.003468              │\n",
       "│ 2024-10-29 08:00:00 ┆ 71004.1  ┆ 71208.7  ┆ 70960.0  ┆ 71122.1  ┆ 0.001659         ┆ -0.003127              ┆ 0.003033               ┆ -0.000728              ┆ 0.001903               │\n",
       "│ 2024-10-29 09:00:00 ┆ 71122.1  ┆ 71332.8  ┆ 71100.7  ┆ 71280.0  ┆ 0.002218         ┆ 0.001659               ┆ -0.003127              ┆ 0.003033               ┆ -0.000728              │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                ┆ …                      ┆ …                      ┆ …                      ┆ …                      │\n",
       "│ 2025-07-15 08:00:00 ┆ 116777.1 ┆ 116871.0 ┆ 116300.0 ┆ 116766.5 ┆ -0.000091        ┆ -0.002343              ┆ -0.002341              ┆ -0.001333              ┆ 0.002323               │\n",
       "│ 2025-07-15 09:00:00 ┆ 116766.6 ┆ 117229.9 ┆ 116684.3 ┆ 116764.9 ┆ -0.000014        ┆ -0.000091              ┆ -0.002343              ┆ -0.002341              ┆ -0.001333              │\n",
       "│ 2025-07-15 10:00:00 ┆ 116765.0 ┆ 117222.2 ┆ 116728.1 ┆ 117055.0 ┆ 0.002481         ┆ -0.000014              ┆ -0.000091              ┆ -0.002343              ┆ -0.002341              │\n",
       "│ 2025-07-15 11:00:00 ┆ 117055.0 ┆ 117180.0 ┆ 116331.7 ┆ 117110.4 ┆ 0.000473         ┆ 0.002481               ┆ -0.000014              ┆ -0.000091              ┆ -0.002343              │\n",
       "│ 2025-07-15 12:00:00 ┆ 117110.4 ┆ 117458.6 ┆ 116388.0 ┆ 117193.1 ┆ 0.000706         ┆ 0.000473               ┆ 0.002481               ┆ -0.000014              ┆ -0.000091              │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts_training"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "af26db01",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (2_075, 10)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th><th>close_log_return_lag_4</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2025-07-15 13:00:00</td><td>117193.0</td><td>118499.8</td><td>117132.6</td><td>118067.7</td><td>0.007435</td><td>0.000706</td><td>0.000473</td><td>0.002481</td><td>-0.000014</td></tr><tr><td>2025-07-15 14:00:00</td><td>118067.8</td><td>118439.2</td><td>115678.1</td><td>115979.6</td><td>-0.017844</td><td>0.007435</td><td>0.000706</td><td>0.000473</td><td>0.002481</td></tr><tr><td>2025-07-15 15:00:00</td><td>115979.6</td><td>116752.9</td><td>115750.1</td><td>116393.0</td><td>0.003558</td><td>-0.017844</td><td>0.007435</td><td>0.000706</td><td>0.000473</td></tr><tr><td>2025-07-15 16:00:00</td><td>116393.1</td><td>117727.4</td><td>116360.9</td><td>117195.9</td><td>0.006874</td><td>0.003558</td><td>-0.017844</td><td>0.007435</td><td>0.000706</td></tr><tr><td>2025-07-15 17:00:00</td><td>117195.9</td><td>117577.1</td><td>117125.0</td><td>117415.6</td><td>0.001873</td><td>0.006874</td><td>0.003558</td><td>-0.017844</td><td>0.007435</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-09 19:00:00</td><td>120600.0</td><td>121060.1</td><td>120600.0</td><td>120897.6</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td><td>-0.011023</td><td>-0.001285</td></tr><tr><td>2025-10-09 20:00:00</td><td>120897.6</td><td>121147.2</td><td>120787.9</td><td>121045.4</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td><td>-0.011023</td></tr><tr><td>2025-10-09 21:00:00</td><td>121045.3</td><td>121457.2</td><td>120998.3</td><td>121407.8</td><td>0.002989</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td><td>0.009669</td></tr><tr><td>2025-10-09 22:00:00</td><td>121407.9</td><td>121712.4</td><td>121342.0</td><td>121619.5</td><td>0.001742</td><td>0.002989</td><td>0.001222</td><td>0.002465</td><td>-0.002613</td></tr><tr><td>2025-10-09 23:00:00</td><td>121619.6</td><td>121671.1</td><td>121271.3</td><td>121579.3</td><td>-0.000331</td><td>0.001742</td><td>0.002989</td><td>0.001222</td><td>0.002465</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (2_075, 10)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 ┆ close_log_return_lag_4 │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              ┆ ---                    ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              ┆ f64                    ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 2025-07-15 13:00:00 ┆ 117193.0 ┆ 118499.8 ┆ 117132.6 ┆ 118067.7 ┆ 0.007435         ┆ 0.000706               ┆ 0.000473               ┆ 0.002481               ┆ -0.000014              │\n",
       "│ 2025-07-15 14:00:00 ┆ 118067.8 ┆ 118439.2 ┆ 115678.1 ┆ 115979.6 ┆ -0.017844        ┆ 0.007435               ┆ 0.000706               ┆ 0.000473               ┆ 0.002481               │\n",
       "│ 2025-07-15 15:00:00 ┆ 115979.6 ┆ 116752.9 ┆ 115750.1 ┆ 116393.0 ┆ 0.003558         ┆ -0.017844              ┆ 0.007435               ┆ 0.000706               ┆ 0.000473               │\n",
       "│ 2025-07-15 16:00:00 ┆ 116393.1 ┆ 117727.4 ┆ 116360.9 ┆ 117195.9 ┆ 0.006874         ┆ 0.003558               ┆ -0.017844              ┆ 0.007435               ┆ 0.000706               │\n",
       "│ 2025-07-15 17:00:00 ┆ 117195.9 ┆ 117577.1 ┆ 117125.0 ┆ 117415.6 ┆ 0.001873         ┆ 0.006874               ┆ 0.003558               ┆ -0.017844              ┆ 0.007435               │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                ┆ …                      ┆ …                      ┆ …                      ┆ …                      │\n",
       "│ 2025-10-09 19:00:00 ┆ 120600.0 ┆ 121060.1 ┆ 120600.0 ┆ 120897.6 ┆ 0.002465         ┆ -0.002613              ┆ 0.009669               ┆ -0.011023              ┆ -0.001285              │\n",
       "│ 2025-10-09 20:00:00 ┆ 120897.6 ┆ 121147.2 ┆ 120787.9 ┆ 121045.4 ┆ 0.001222         ┆ 0.002465               ┆ -0.002613              ┆ 0.009669               ┆ -0.011023              │\n",
       "│ 2025-10-09 21:00:00 ┆ 121045.3 ┆ 121457.2 ┆ 120998.3 ┆ 121407.8 ┆ 0.002989         ┆ 0.001222               ┆ 0.002465               ┆ -0.002613              ┆ 0.009669               │\n",
       "│ 2025-10-09 22:00:00 ┆ 121407.9 ┆ 121712.4 ┆ 121342.0 ┆ 121619.5 ┆ 0.001742         ┆ 0.002989               ┆ 0.001222               ┆ 0.002465               ┆ -0.002613              │\n",
       "│ 2025-10-09 23:00:00 ┆ 121619.6 ┆ 121671.1 ┆ 121271.3 ┆ 121579.3 ┆ -0.000331        ┆ 0.001742               ┆ 0.002989               ┆ 0.001222               ┆ 0.002465               │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts_testing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ef986897",
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train = torch.tensor(ts_training[features].to_numpy(), dtype=torch.float32)\n",
    "X_test = ts_testing[features].to_torch().float()\n",
    "y_train = torch.tensor(ts_training[target].to_numpy(), dtype=torch.float32)\n",
    "y_test = torch.tensor(ts_testing[target].to_numpy(), dtype=torch.float32)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "4e29831b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[ 1.9030e-03],\n",
       "        [-7.2779e-04],\n",
       "        [ 3.0330e-03],\n",
       "        ...,\n",
       "        [-1.3703e-05],\n",
       "        [ 2.4814e-03],\n",
       "        [ 4.7317e-04]])"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "5b98cbfd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([6224, 1])"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e1fa246f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([-0.0007,  0.0030, -0.0031,  ...,  0.0025,  0.0005,  0.0007])"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "8f92af7e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([6224])"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "1a28bf47",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[-0.0007],\n",
       "        [ 0.0030],\n",
       "        [-0.0031],\n",
       "        ...,\n",
       "        [ 0.0025],\n",
       "        [ 0.0005],\n",
       "        [ 0.0007]])"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train = y_train.reshape(-1, 1)\n",
    "y_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "fd23ec92",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([6224, 1])"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "2ffc7c12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[ 0.0074],\n",
       "        [-0.0178],\n",
       "        [ 0.0036],\n",
       "        ...,\n",
       "        [ 0.0030],\n",
       "        [ 0.0017],\n",
       "        [-0.0003]])"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_test = y_test.reshape(-1, 1)\n",
    "y_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "ddd97644",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor([[ 1.9030e-03],\n",
       "         [-7.2779e-04],\n",
       "         [ 3.0330e-03],\n",
       "         ...,\n",
       "         [-1.3703e-05],\n",
       "         [ 2.4814e-03],\n",
       "         [ 4.7317e-04]]),\n",
       " tensor([[ 0.0007],\n",
       "         [ 0.0074],\n",
       "         [-0.0178],\n",
       "         ...,\n",
       "         [ 0.0012],\n",
       "         [ 0.0030],\n",
       "         [ 0.0017]]),\n",
       " tensor([[-0.0007],\n",
       "         [ 0.0030],\n",
       "         [-0.0031],\n",
       "         ...,\n",
       "         [ 0.0025],\n",
       "         [ 0.0005],\n",
       "         [ 0.0007]]),\n",
       " tensor([[ 0.0074],\n",
       "         [-0.0178],\n",
       "         [ 0.0036],\n",
       "         ...,\n",
       "         [ 0.0030],\n",
       "         [ 0.0017],\n",
       "         [-0.0003]]))"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.timeseries_train_test_split(ts, features, target, test_size)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7291399",
   "metadata": {},
   "source": [
    "### Batch Gradient Descent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a168dd10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Training model...\n",
      "Epoch [500/5000], Loss: 0.468828\n",
      "Epoch [1000/5000], Loss: 0.234599\n",
      "Epoch [1500/5000], Loss: 0.101732\n",
      "Epoch [2000/5000], Loss: 0.036157\n",
      "Epoch [2500/5000], Loss: 0.009766\n",
      "Epoch [3000/5000], Loss: 0.001831\n",
      "Epoch [3500/5000], Loss: 0.000232\n",
      "Epoch [4000/5000], Loss: 0.000041\n",
      "Epoch [4500/5000], Loss: 0.000029\n",
      "Epoch [5000/5000], Loss: 0.000028\n",
      "\n",
      "Learned parameters\n",
      "linear.weight:\n",
      "[[-0.05389139]]\n",
      "linear.bias:\n",
      "[0.00013368]\n",
      "\n",
      "Test Loss: 0.000011, Train Loss: 0.000028\n"
     ]
    }
   ],
   "source": [
    "# hyperparameters\n",
    "no_epochs = 1000 * 5\n",
    "lr = 0.0005\n",
    "\n",
    "# create model\n",
    "model = LinearModel(len(features))\n",
    "# loss function\n",
    "criterion = nn.MSELoss()\n",
    "\n",
    "# optimizer\n",
    "optimizer = optim.Adam(model.parameters(), lr = lr)\n",
    "\n",
    "print(\"\\nTraining model...\")\n",
    "\n",
    "for epoch in range(no_epochs):\n",
    "    # forward pass\n",
    "    y_hat = model(X_train)\n",
    "    loss = criterion(y_hat, y_train)\n",
    "\n",
    "    # backward pass\n",
    "    optimizer.zero_grad()   # 1. clear old gradients\n",
    "    loss.backward()         # 2. compute new gradients\n",
    "    optimizer.step()        # 3. update weights\n",
    "\n",
    "    # check for improvement\n",
    "    train_loss = loss.item()\n",
    "\n",
    "    # logging\n",
    "    if (epoch + 1) % 500 == 0:\n",
    "        print(f\"Epoch [{epoch+1}/{no_epochs}], Loss: {train_loss:.6f}\")\n",
    "\n",
    "print(\"\\nLearned parameters\")\n",
    "\n",
    "for name, param in model.named_parameters():\n",
    "    if param.requires_grad:\n",
    "        print(f\"{name}:\\n{param.data.numpy()}\")\n",
    "\n",
    "# Evaluation\n",
    "model.eval()\n",
    "with torch.no_grad():\n",
    "    y_hat = model(X_test)\n",
    "    test_loss = criterion(y_hat, y_test)\n",
    "    print(f\"\\nTest Loss: {test_loss.item():.6f}, Train Loss: {train_loss:.6f}\")\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "fa63132f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (2_075, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>y_hat</th><th>y</th><th>is_won</th><th>signal</th><th>trade_log_return</th><th>equity_curve</th></tr><tr><td>f32</td><td>f32</td><td>bool</td><td>f32</td><td>f32</td><td>f32</td></tr></thead><tbody><tr><td>0.000096</td><td>0.007435</td><td>true</td><td>1.0</td><td>0.007435</td><td>0.007435</td></tr><tr><td>-0.000267</td><td>-0.017844</td><td>true</td><td>-1.0</td><td>0.017844</td><td>0.025279</td></tr><tr><td>0.001095</td><td>0.003558</td><td>true</td><td>1.0</td><td>0.003558</td><td>0.028837</td></tr><tr><td>-0.000058</td><td>0.006874</td><td>false</td><td>-1.0</td><td>-0.006874</td><td>0.021963</td></tr><tr><td>-0.000237</td><td>0.001873</td><td>false</td><td>-1.0</td><td>-0.001873</td><td>0.02009</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>0.000275</td><td>0.002465</td><td>true</td><td>1.0</td><td>0.002465</td><td>0.018513</td></tr><tr><td>8.6137e-7</td><td>0.001222</td><td>true</td><td>1.0</td><td>0.001222</td><td>0.019735</td></tr><tr><td>0.000068</td><td>0.002989</td><td>true</td><td>1.0</td><td>0.002989</td><td>0.022724</td></tr><tr><td>-0.000027</td><td>0.001742</td><td>false</td><td>-1.0</td><td>-0.001742</td><td>0.020982</td></tr><tr><td>0.00004</td><td>-0.000331</td><td>false</td><td>1.0</td><td>-0.000331</td><td>0.020651</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (2_075, 6)\n",
       "┌───────────┬───────────┬────────┬────────┬──────────────────┬──────────────┐\n",
       "│ y_hat     ┆ y         ┆ is_won ┆ signal ┆ trade_log_return ┆ equity_curve │\n",
       "│ ---       ┆ ---       ┆ ---    ┆ ---    ┆ ---              ┆ ---          │\n",
       "│ f32       ┆ f32       ┆ bool   ┆ f32    ┆ f32              ┆ f32          │\n",
       "╞═══════════╪═══════════╪════════╪════════╪══════════════════╪══════════════╡\n",
       "│ 0.000096  ┆ 0.007435  ┆ true   ┆ 1.0    ┆ 0.007435         ┆ 0.007435     │\n",
       "│ -0.000267 ┆ -0.017844 ┆ true   ┆ -1.0   ┆ 0.017844         ┆ 0.025279     │\n",
       "│ 0.001095  ┆ 0.003558  ┆ true   ┆ 1.0    ┆ 0.003558         ┆ 0.028837     │\n",
       "│ -0.000058 ┆ 0.006874  ┆ false  ┆ -1.0   ┆ -0.006874        ┆ 0.021963     │\n",
       "│ -0.000237 ┆ 0.001873  ┆ false  ┆ -1.0   ┆ -0.001873        ┆ 0.02009      │\n",
       "│ …         ┆ …         ┆ …      ┆ …      ┆ …                ┆ …            │\n",
       "│ 0.000275  ┆ 0.002465  ┆ true   ┆ 1.0    ┆ 0.002465         ┆ 0.018513     │\n",
       "│ 8.6137e-7 ┆ 0.001222  ┆ true   ┆ 1.0    ┆ 0.001222         ┆ 0.019735     │\n",
       "│ 0.000068  ┆ 0.002989  ┆ true   ┆ 1.0    ┆ 0.002989         ┆ 0.022724     │\n",
       "│ -0.000027 ┆ 0.001742  ┆ false  ┆ -1.0   ┆ -0.001742        ┆ 0.020982     │\n",
       "│ 0.00004   ┆ -0.000331 ┆ false  ┆ 1.0    ┆ -0.000331        ┆ 0.020651     │\n",
       "└───────────┴───────────┴────────┴────────┴──────────────────┴──────────────┘"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trade_results = pl.DataFrame({\n",
    "    'y_hat': y_hat.squeeze(),\n",
    "    'y': y_test.squeeze()\n",
    "}).with_columns(\n",
    "    (pl.col('y_hat').sign()==pl.col('y').sign()).alias('is_won'),\n",
    "    pl.col('y_hat').sign().alias('signal'),\n",
    ").with_columns(\n",
    "    (pl.col('signal') * pl.col('y')).alias('trade_log_return')\n",
    ").with_columns(\n",
    "    pl.col('trade_log_return').cum_sum().alias('equity_curve')\n",
    ")\n",
    "trade_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "a38267cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-c3274c96544a4b80993cfef815da0e0a.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-c3274c96544a4b80993cfef815da0e0a.vega-embed details,\n",
       "  #altair-viz-c3274c96544a4b80993cfef815da0e0a.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-c3274c96544a4b80993cfef815da0e0a\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-c3274c96544a4b80993cfef815da0e0a\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-c3274c96544a4b80993cfef815da0e0a\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve\": 0.007, \"index\": 0}, {\"equity_curve\": 0.025, \"index\": 1}, {\"equity_curve\": 0.029, \"index\": 2}, {\"equity_curve\": 0.022, \"index\": 3}, {\"equity_curve\": 0.02, \"index\": 4}, {\"equity_curve\": 0.014, \"index\": 5}, {\"equity_curve\": 0.012, \"index\": 6}, {\"equity_curve\": 0.011, \"index\": 7}, {\"equity_curve\": 0.021, \"index\": 8}, {\"equity_curve\": 0.019, \"index\": 9}, {\"equity_curve\": 0.018, \"index\": 10}, {\"equity_curve\": 0.022, \"index\": 11}, {\"equity_curve\": 0.025, \"index\": 12}, {\"equity_curve\": 0.021, \"index\": 13}, {\"equity_curve\": 0.023, \"index\": 14}, {\"equity_curve\": 0.024, \"index\": 15}, {\"equity_curve\": 0.026, \"index\": 16}, {\"equity_curve\": 0.029, \"index\": 17}, {\"equity_curve\": 0.03, \"index\": 18}, {\"equity_curve\": 0.034, \"index\": 19}, {\"equity_curve\": 0.03, \"index\": 20}, {\"equity_curve\": 0.034, \"index\": 21}, {\"equity_curve\": 0.035, \"index\": 22}, {\"equity_curve\": 0.033, \"index\": 23}, {\"equity_curve\": 0.034, \"index\": 24}, {\"equity_curve\": 0.037, \"index\": 25}, {\"equity_curve\": 0.036, \"index\": 26}, {\"equity_curve\": 0.038, \"index\": 27}, {\"equity_curve\": 0.036, \"index\": 28}, {\"equity_curve\": 0.04, \"index\": 29}, {\"equity_curve\": 0.042, \"index\": 30}, {\"equity_curve\": 0.048, \"index\": 31}, {\"equity_curve\": 0.053, \"index\": 32}, {\"equity_curve\": 0.048, \"index\": 33}, {\"equity_curve\": 0.048, \"index\": 34}, {\"equity_curve\": 0.05, \"index\": 35}, {\"equity_curve\": 0.044, \"index\": 36}, {\"equity_curve\": 0.045, \"index\": 37}, {\"equity_curve\": 0.044, \"index\": 38}, {\"equity_curve\": 0.047, \"index\": 39}, {\"equity_curve\": 0.046, \"index\": 40}, {\"equity_curve\": 0.045, \"index\": 41}, {\"equity_curve\": 0.044, \"index\": 42}, {\"equity_curve\": 0.044, \"index\": 43}, {\"equity_curve\": 0.048, \"index\": 44}, {\"equity_curve\": 0.051, \"index\": 45}, {\"equity_curve\": 0.048, \"index\": 46}, {\"equity_curve\": 0.047, \"index\": 47}, {\"equity_curve\": 0.051, \"index\": 48}, {\"equity_curve\": 0.047, \"index\": 49}, {\"equity_curve\": 0.046, \"index\": 50}, {\"equity_curve\": 0.043, \"index\": 51}, {\"equity_curve\": 0.049, \"index\": 52}, {\"equity_curve\": 0.046, \"index\": 53}, {\"equity_curve\": 0.051, \"index\": 54}, {\"equity_curve\": 0.055, \"index\": 55}, {\"equity_curve\": 0.049, \"index\": 56}, {\"equity_curve\": 0.053, \"index\": 57}, {\"equity_curve\": 0.048, \"index\": 58}, {\"equity_curve\": 0.052, \"index\": 59}, {\"equity_curve\": 0.047, \"index\": 60}, {\"equity_curve\": 0.05, \"index\": 61}, {\"equity_curve\": 0.051, \"index\": 62}, {\"equity_curve\": 0.052, \"index\": 63}, {\"equity_curve\": 0.054, \"index\": 64}, {\"equity_curve\": 0.051, \"index\": 65}, {\"equity_curve\": 0.044, \"index\": 66}, {\"equity_curve\": 0.038, \"index\": 67}, {\"equity_curve\": 0.04, \"index\": 68}, {\"equity_curve\": 0.043, \"index\": 69}, {\"equity_curve\": 0.043, \"index\": 70}, {\"equity_curve\": 0.045, \"index\": 71}, {\"equity_curve\": 0.04, \"index\": 72}, {\"equity_curve\": 0.034, \"index\": 73}, {\"equity_curve\": 0.032, \"index\": 74}, {\"equity_curve\": 0.029, \"index\": 75}, {\"equity_curve\": 0.03, \"index\": 76}, {\"equity_curve\": 0.027, \"index\": 77}, {\"equity_curve\": 0.028, \"index\": 78}, {\"equity_curve\": 0.028, \"index\": 79}, {\"equity_curve\": 0.03, \"index\": 80}, {\"equity_curve\": 0.03, \"index\": 81}, {\"equity_curve\": 0.032, \"index\": 82}, {\"equity_curve\": 0.031, \"index\": 83}, {\"equity_curve\": 0.033, \"index\": 84}, {\"equity_curve\": 0.032, \"index\": 85}, {\"equity_curve\": 0.033, \"index\": 86}, {\"equity_curve\": 0.031, \"index\": 87}, {\"equity_curve\": 0.032, \"index\": 88}, {\"equity_curve\": 0.032, \"index\": 89}, {\"equity_curve\": 0.032, \"index\": 90}, {\"equity_curve\": 0.031, \"index\": 91}, {\"equity_curve\": 0.032, \"index\": 92}, {\"equity_curve\": 0.034, \"index\": 93}, {\"equity_curve\": 0.033, \"index\": 94}, {\"equity_curve\": 0.032, \"index\": 95}, {\"equity_curve\": 0.032, \"index\": 96}, {\"equity_curve\": 0.027, \"index\": 97}, {\"equity_curve\": 0.031, \"index\": 98}, {\"equity_curve\": 0.031, \"index\": 99}, {\"equity_curve\": 0.03, \"index\": 100}, {\"equity_curve\": 0.03, \"index\": 101}, {\"equity_curve\": 0.031, \"index\": 102}, {\"equity_curve\": 0.029, \"index\": 103}, {\"equity_curve\": 0.029, \"index\": 104}, {\"equity_curve\": 0.029, \"index\": 105}, {\"equity_curve\": 0.03, \"index\": 106}, {\"equity_curve\": 0.031, \"index\": 107}, {\"equity_curve\": 0.031, \"index\": 108}, {\"equity_curve\": 0.031, \"index\": 109}, {\"equity_curve\": 0.031, \"index\": 110}, {\"equity_curve\": 0.031, \"index\": 111}, {\"equity_curve\": 0.03, \"index\": 112}, {\"equity_curve\": 0.03, \"index\": 113}, {\"equity_curve\": 0.031, \"index\": 114}, {\"equity_curve\": 0.033, \"index\": 115}, {\"equity_curve\": 0.031, \"index\": 116}, {\"equity_curve\": 0.031, \"index\": 117}, {\"equity_curve\": 0.03, \"index\": 118}, {\"equity_curve\": 0.032, \"index\": 119}, {\"equity_curve\": 0.035, \"index\": 120}, {\"equity_curve\": 0.034, \"index\": 121}, {\"equity_curve\": 0.036, \"index\": 122}, {\"equity_curve\": 0.035, \"index\": 123}, {\"equity_curve\": 0.031, \"index\": 124}, {\"equity_curve\": 0.033, \"index\": 125}, {\"equity_curve\": 0.035, \"index\": 126}, {\"equity_curve\": 0.034, \"index\": 127}, {\"equity_curve\": 0.034, \"index\": 128}, {\"equity_curve\": 0.029, \"index\": 129}, {\"equity_curve\": 0.027, \"index\": 130}, {\"equity_curve\": 0.028, \"index\": 131}, {\"equity_curve\": 0.028, \"index\": 132}, {\"equity_curve\": 0.035, \"index\": 133}, {\"equity_curve\": 0.033, \"index\": 134}, {\"equity_curve\": 0.033, \"index\": 135}, {\"equity_curve\": 0.034, \"index\": 136}, {\"equity_curve\": 0.04, \"index\": 137}, {\"equity_curve\": 0.038, \"index\": 138}, {\"equity_curve\": 0.035, \"index\": 139}, {\"equity_curve\": 0.033, \"index\": 140}, {\"equity_curve\": 0.032, \"index\": 141}, {\"equity_curve\": 0.027, \"index\": 142}, {\"equity_curve\": 0.028, \"index\": 143}, {\"equity_curve\": 0.034, \"index\": 144}, {\"equity_curve\": 0.034, \"index\": 145}, {\"equity_curve\": 0.03, \"index\": 146}, {\"equity_curve\": 0.025, \"index\": 147}, {\"equity_curve\": 0.026, \"index\": 148}, {\"equity_curve\": 0.02, \"index\": 149}, {\"equity_curve\": 0.016, \"index\": 150}, {\"equity_curve\": 0.018, \"index\": 151}, {\"equity_curve\": 0.02, \"index\": 152}, {\"equity_curve\": 0.021, \"index\": 153}, {\"equity_curve\": 0.022, \"index\": 154}, {\"equity_curve\": 0.019, \"index\": 155}, {\"equity_curve\": 0.025, \"index\": 156}, {\"equity_curve\": 0.031, \"index\": 157}, {\"equity_curve\": 0.032, \"index\": 158}, {\"equity_curve\": 0.027, \"index\": 159}, {\"equity_curve\": 0.033, \"index\": 160}, {\"equity_curve\": 0.029, \"index\": 161}, {\"equity_curve\": 0.028, \"index\": 162}, {\"equity_curve\": 0.03, \"index\": 163}, {\"equity_curve\": 0.029, \"index\": 164}, {\"equity_curve\": 0.034, \"index\": 165}, {\"equity_curve\": 0.033, \"index\": 166}, {\"equity_curve\": 0.034, \"index\": 167}, {\"equity_curve\": 0.024, \"index\": 168}, {\"equity_curve\": 0.032, \"index\": 169}, {\"equity_curve\": 0.033, \"index\": 170}, {\"equity_curve\": 0.031, \"index\": 171}, {\"equity_curve\": 0.036, \"index\": 172}, {\"equity_curve\": 0.031, \"index\": 173}, {\"equity_curve\": 0.035, \"index\": 174}, {\"equity_curve\": 0.039, \"index\": 175}, {\"equity_curve\": 0.041, \"index\": 176}, {\"equity_curve\": 0.045, \"index\": 177}, {\"equity_curve\": 0.044, \"index\": 178}, {\"equity_curve\": 0.04, \"index\": 179}, {\"equity_curve\": 0.04, \"index\": 180}, {\"equity_curve\": 0.036, \"index\": 181}, {\"equity_curve\": 0.032, \"index\": 182}, {\"equity_curve\": 0.035, \"index\": 183}, {\"equity_curve\": 0.038, \"index\": 184}, {\"equity_curve\": 0.036, \"index\": 185}, {\"equity_curve\": 0.036, \"index\": 186}, {\"equity_curve\": 0.036, \"index\": 187}, {\"equity_curve\": 0.033, \"index\": 188}, {\"equity_curve\": 0.036, \"index\": 189}, {\"equity_curve\": 0.034, \"index\": 190}, {\"equity_curve\": 0.03, \"index\": 191}, {\"equity_curve\": 0.025, \"index\": 192}, {\"equity_curve\": 0.032, \"index\": 193}, {\"equity_curve\": 0.029, \"index\": 194}, {\"equity_curve\": 0.036, \"index\": 195}, {\"equity_curve\": 0.039, \"index\": 196}, {\"equity_curve\": 0.037, \"index\": 197}, {\"equity_curve\": 0.037, \"index\": 198}, {\"equity_curve\": 0.033, \"index\": 199}, {\"equity_curve\": 0.036, \"index\": 200}, {\"equity_curve\": 0.039, \"index\": 201}, {\"equity_curve\": 0.037, \"index\": 202}, {\"equity_curve\": 0.04, \"index\": 203}, {\"equity_curve\": 0.04, \"index\": 204}, {\"equity_curve\": 0.039, \"index\": 205}, {\"equity_curve\": 0.035, \"index\": 206}, {\"equity_curve\": 0.03, \"index\": 207}, {\"equity_curve\": 0.027, \"index\": 208}, {\"equity_curve\": 0.026, \"index\": 209}, {\"equity_curve\": 0.034, \"index\": 210}, {\"equity_curve\": 0.031, \"index\": 211}, {\"equity_curve\": 0.033, \"index\": 212}, {\"equity_curve\": 0.032, \"index\": 213}, {\"equity_curve\": 0.034, \"index\": 214}, {\"equity_curve\": 0.033, \"index\": 215}, {\"equity_curve\": 0.031, \"index\": 216}, {\"equity_curve\": 0.038, \"index\": 217}, {\"equity_curve\": 0.037, \"index\": 218}, {\"equity_curve\": 0.033, \"index\": 219}, {\"equity_curve\": 0.038, \"index\": 220}, {\"equity_curve\": 0.038, \"index\": 221}, {\"equity_curve\": 0.037, \"index\": 222}, {\"equity_curve\": 0.036, \"index\": 223}, {\"equity_curve\": 0.034, \"index\": 224}, {\"equity_curve\": 0.032, \"index\": 225}, {\"equity_curve\": 0.032, \"index\": 226}, {\"equity_curve\": 0.027, \"index\": 227}, {\"equity_curve\": 0.024, \"index\": 228}, {\"equity_curve\": 0.015, \"index\": 229}, {\"equity_curve\": 0.007, \"index\": 230}, {\"equity_curve\": 0.013, \"index\": 231}, {\"equity_curve\": 0.018, \"index\": 232}, {\"equity_curve\": 0.016, \"index\": 233}, {\"equity_curve\": 0.016, \"index\": 234}, {\"equity_curve\": 0.015, \"index\": 235}, {\"equity_curve\": 0.023, \"index\": 236}, {\"equity_curve\": 0.02, \"index\": 237}, {\"equity_curve\": 0.022, \"index\": 238}, {\"equity_curve\": 0.019, \"index\": 239}, {\"equity_curve\": 0.02, \"index\": 240}, {\"equity_curve\": 0.009, \"index\": 241}, {\"equity_curve\": 0.015, \"index\": 242}, {\"equity_curve\": 0.011, \"index\": 243}, {\"equity_curve\": 0.013, \"index\": 244}, {\"equity_curve\": 0.017, \"index\": 245}, {\"equity_curve\": 0.015, \"index\": 246}, {\"equity_curve\": 0.018, \"index\": 247}, {\"equity_curve\": 0.017, \"index\": 248}, {\"equity_curve\": 0.017, \"index\": 249}, {\"equity_curve\": 0.02, \"index\": 250}, {\"equity_curve\": 0.021, \"index\": 251}, {\"equity_curve\": 0.018, \"index\": 252}, {\"equity_curve\": 0.021, \"index\": 253}, {\"equity_curve\": 0.021, \"index\": 254}, {\"equity_curve\": 0.021, \"index\": 255}, {\"equity_curve\": 0.02, \"index\": 256}, {\"equity_curve\": 0.019, \"index\": 257}, {\"equity_curve\": 0.019, \"index\": 258}, {\"equity_curve\": 0.021, \"index\": 259}, {\"equity_curve\": 0.021, \"index\": 260}, {\"equity_curve\": 0.025, \"index\": 261}, {\"equity_curve\": 0.026, \"index\": 262}, {\"equity_curve\": 0.028, \"index\": 263}, {\"equity_curve\": 0.029, \"index\": 264}, {\"equity_curve\": 0.029, \"index\": 265}, {\"equity_curve\": 0.029, \"index\": 266}, {\"equity_curve\": 0.029, \"index\": 267}, {\"equity_curve\": 0.029, \"index\": 268}, {\"equity_curve\": 0.029, \"index\": 269}, {\"equity_curve\": 0.03, \"index\": 270}, {\"equity_curve\": 0.028, \"index\": 271}, {\"equity_curve\": 0.029, \"index\": 272}, {\"equity_curve\": 0.028, \"index\": 273}, {\"equity_curve\": 0.028, \"index\": 274}, {\"equity_curve\": 0.028, \"index\": 275}, {\"equity_curve\": 0.029, \"index\": 276}, {\"equity_curve\": 0.031, \"index\": 277}, {\"equity_curve\": 0.03, \"index\": 278}, {\"equity_curve\": 0.03, \"index\": 279}, {\"equity_curve\": 0.031, \"index\": 280}, {\"equity_curve\": 0.031, \"index\": 281}, {\"equity_curve\": 0.029, \"index\": 282}, {\"equity_curve\": 0.028, \"index\": 283}, {\"equity_curve\": 0.028, \"index\": 284}, {\"equity_curve\": 0.03, \"index\": 285}, {\"equity_curve\": 0.029, \"index\": 286}, {\"equity_curve\": 0.029, \"index\": 287}, {\"equity_curve\": 0.03, \"index\": 288}, {\"equity_curve\": 0.032, \"index\": 289}, {\"equity_curve\": 0.033, \"index\": 290}, {\"equity_curve\": 0.038, \"index\": 291}, {\"equity_curve\": 0.037, \"index\": 292}, {\"equity_curve\": 0.035, \"index\": 293}, {\"equity_curve\": 0.035, \"index\": 294}, {\"equity_curve\": 0.033, \"index\": 295}, {\"equity_curve\": 0.037, \"index\": 296}, {\"equity_curve\": 0.035, \"index\": 297}, {\"equity_curve\": 0.035, \"index\": 298}, {\"equity_curve\": 0.033, \"index\": 299}, {\"equity_curve\": 0.032, \"index\": 300}, {\"equity_curve\": 0.035, \"index\": 301}, {\"equity_curve\": 0.036, \"index\": 302}, {\"equity_curve\": 0.036, \"index\": 303}, {\"equity_curve\": 0.038, \"index\": 304}, {\"equity_curve\": 0.039, \"index\": 305}, {\"equity_curve\": 0.034, \"index\": 306}, {\"equity_curve\": 0.036, \"index\": 307}, {\"equity_curve\": 0.035, \"index\": 308}, {\"equity_curve\": 0.033, \"index\": 309}, {\"equity_curve\": 0.034, \"index\": 310}, {\"equity_curve\": 0.034, \"index\": 311}, {\"equity_curve\": 0.03, \"index\": 312}, {\"equity_curve\": 0.027, \"index\": 313}, {\"equity_curve\": 0.028, \"index\": 314}, {\"equity_curve\": 0.027, \"index\": 315}, {\"equity_curve\": 0.024, \"index\": 316}, {\"equity_curve\": 0.025, \"index\": 317}, {\"equity_curve\": 0.027, \"index\": 318}, {\"equity_curve\": 0.027, \"index\": 319}, {\"equity_curve\": 0.028, \"index\": 320}, {\"equity_curve\": 0.026, \"index\": 321}, {\"equity_curve\": 0.027, \"index\": 322}, {\"equity_curve\": 0.026, \"index\": 323}, {\"equity_curve\": 0.025, \"index\": 324}, {\"equity_curve\": 0.027, \"index\": 325}, {\"equity_curve\": 0.022, \"index\": 326}, {\"equity_curve\": 0.024, \"index\": 327}, {\"equity_curve\": 0.026, \"index\": 328}, {\"equity_curve\": 0.026, \"index\": 329}, {\"equity_curve\": 0.027, \"index\": 330}, {\"equity_curve\": 0.027, \"index\": 331}, {\"equity_curve\": 0.026, \"index\": 332}, {\"equity_curve\": 0.022, \"index\": 333}, {\"equity_curve\": 0.024, \"index\": 334}, {\"equity_curve\": 0.027, \"index\": 335}, {\"equity_curve\": 0.029, \"index\": 336}, {\"equity_curve\": 0.022, \"index\": 337}, {\"equity_curve\": 0.019, \"index\": 338}, {\"equity_curve\": 0.022, \"index\": 339}, {\"equity_curve\": 0.022, \"index\": 340}, {\"equity_curve\": 0.02, \"index\": 341}, {\"equity_curve\": 0.02, \"index\": 342}, {\"equity_curve\": 0.02, \"index\": 343}, {\"equity_curve\": 0.02, \"index\": 344}, {\"equity_curve\": 0.022, \"index\": 345}, {\"equity_curve\": 0.023, \"index\": 346}, {\"equity_curve\": 0.021, \"index\": 347}, {\"equity_curve\": 0.022, \"index\": 348}, {\"equity_curve\": 0.024, \"index\": 349}, {\"equity_curve\": 0.025, \"index\": 350}, {\"equity_curve\": 0.024, \"index\": 351}, {\"equity_curve\": 0.024, \"index\": 352}, {\"equity_curve\": 0.026, \"index\": 353}, {\"equity_curve\": 0.025, \"index\": 354}, {\"equity_curve\": 0.027, \"index\": 355}, {\"equity_curve\": 0.025, \"index\": 356}, {\"equity_curve\": 0.024, \"index\": 357}, {\"equity_curve\": 0.02, \"index\": 358}, {\"equity_curve\": 0.021, \"index\": 359}, {\"equity_curve\": 0.021, \"index\": 360}, {\"equity_curve\": 0.03, \"index\": 361}, {\"equity_curve\": 0.036, \"index\": 362}, {\"equity_curve\": 0.034, \"index\": 363}, {\"equity_curve\": 0.034, \"index\": 364}, {\"equity_curve\": 0.023, \"index\": 365}, {\"equity_curve\": 0.027, \"index\": 366}, {\"equity_curve\": 0.024, \"index\": 367}, {\"equity_curve\": 0.026, \"index\": 368}, {\"equity_curve\": 0.027, \"index\": 369}, {\"equity_curve\": 0.03, \"index\": 370}, {\"equity_curve\": 0.025, \"index\": 371}, {\"equity_curve\": 0.028, \"index\": 372}, {\"equity_curve\": 0.031, \"index\": 373}, {\"equity_curve\": 0.03, \"index\": 374}, {\"equity_curve\": 0.031, \"index\": 375}, {\"equity_curve\": 0.029, \"index\": 376}, {\"equity_curve\": 0.032, \"index\": 377}, {\"equity_curve\": 0.033, \"index\": 378}, {\"equity_curve\": 0.032, \"index\": 379}, {\"equity_curve\": 0.032, \"index\": 380}, {\"equity_curve\": 0.031, \"index\": 381}, {\"equity_curve\": 0.03, \"index\": 382}, {\"equity_curve\": 0.032, \"index\": 383}, {\"equity_curve\": 0.032, \"index\": 384}, {\"equity_curve\": 0.026, \"index\": 385}, {\"equity_curve\": 0.029, \"index\": 386}, {\"equity_curve\": 0.027, \"index\": 387}, {\"equity_curve\": 0.021, \"index\": 388}, {\"equity_curve\": 0.02, \"index\": 389}, {\"equity_curve\": 0.012, \"index\": 390}, {\"equity_curve\": 0.01, \"index\": 391}, {\"equity_curve\": 0.01, \"index\": 392}, {\"equity_curve\": 0.006, \"index\": 393}, {\"equity_curve\": 0.004, \"index\": 394}, {\"equity_curve\": 0.001, \"index\": 395}, {\"equity_curve\": -0.0, \"index\": 396}, {\"equity_curve\": 0.005, \"index\": 397}, {\"equity_curve\": 0.008, \"index\": 398}, {\"equity_curve\": 0.009, \"index\": 399}, {\"equity_curve\": 0.007, \"index\": 400}, {\"equity_curve\": 0.004, \"index\": 401}, {\"equity_curve\": 0.003, \"index\": 402}, {\"equity_curve\": -0.001, \"index\": 403}, {\"equity_curve\": 0.002, \"index\": 404}, {\"equity_curve\": 0.004, \"index\": 405}, {\"equity_curve\": 0.008, \"index\": 406}, {\"equity_curve\": 0.005, \"index\": 407}, {\"equity_curve\": 0.017, \"index\": 408}, {\"equity_curve\": 0.028, \"index\": 409}, {\"equity_curve\": 0.03, \"index\": 410}, {\"equity_curve\": 0.027, \"index\": 411}, {\"equity_curve\": 0.022, \"index\": 412}, {\"equity_curve\": 0.017, \"index\": 413}, {\"equity_curve\": 0.012, \"index\": 414}, {\"equity_curve\": 0.018, \"index\": 415}, {\"equity_curve\": 0.018, \"index\": 416}, {\"equity_curve\": 0.012, \"index\": 417}, {\"equity_curve\": 0.013, \"index\": 418}, {\"equity_curve\": 0.018, \"index\": 419}, {\"equity_curve\": 0.019, \"index\": 420}, {\"equity_curve\": 0.019, \"index\": 421}, {\"equity_curve\": 0.021, \"index\": 422}, {\"equity_curve\": 0.022, \"index\": 423}, {\"equity_curve\": 0.022, \"index\": 424}, {\"equity_curve\": 0.019, \"index\": 425}, {\"equity_curve\": 0.022, \"index\": 426}, {\"equity_curve\": 0.019, \"index\": 427}, {\"equity_curve\": 0.019, \"index\": 428}, {\"equity_curve\": 0.018, \"index\": 429}, {\"equity_curve\": 0.02, \"index\": 430}, {\"equity_curve\": 0.019, \"index\": 431}, {\"equity_curve\": 0.017, \"index\": 432}, {\"equity_curve\": 0.014, \"index\": 433}, {\"equity_curve\": 0.012, \"index\": 434}, {\"equity_curve\": 0.015, \"index\": 435}, {\"equity_curve\": 0.019, \"index\": 436}, {\"equity_curve\": 0.015, \"index\": 437}, {\"equity_curve\": 0.014, \"index\": 438}, {\"equity_curve\": 0.02, \"index\": 439}, {\"equity_curve\": 0.019, \"index\": 440}, {\"equity_curve\": 0.019, \"index\": 441}, {\"equity_curve\": 0.016, \"index\": 442}, {\"equity_curve\": 0.02, \"index\": 443}, {\"equity_curve\": 0.018, \"index\": 444}, {\"equity_curve\": 0.022, \"index\": 445}, {\"equity_curve\": 0.021, \"index\": 446}, {\"equity_curve\": 0.02, \"index\": 447}, {\"equity_curve\": 0.022, \"index\": 448}, {\"equity_curve\": 0.021, \"index\": 449}, {\"equity_curve\": 0.022, \"index\": 450}, {\"equity_curve\": 0.022, \"index\": 451}, {\"equity_curve\": 0.022, \"index\": 452}, {\"equity_curve\": 0.024, \"index\": 453}, {\"equity_curve\": 0.024, \"index\": 454}, {\"equity_curve\": 0.025, \"index\": 455}, {\"equity_curve\": 0.024, \"index\": 456}, {\"equity_curve\": 0.023, \"index\": 457}, {\"equity_curve\": 0.024, \"index\": 458}, {\"equity_curve\": 0.025, \"index\": 459}, {\"equity_curve\": 0.026, \"index\": 460}, {\"equity_curve\": 0.028, \"index\": 461}, {\"equity_curve\": 0.028, \"index\": 462}, {\"equity_curve\": 0.029, \"index\": 463}, {\"equity_curve\": 0.029, \"index\": 464}, {\"equity_curve\": 0.028, \"index\": 465}, {\"equity_curve\": 0.027, \"index\": 466}, {\"equity_curve\": 0.033, \"index\": 467}, {\"equity_curve\": 0.035, \"index\": 468}, {\"equity_curve\": 0.036, \"index\": 469}, {\"equity_curve\": 0.034, \"index\": 470}, {\"equity_curve\": 0.032, \"index\": 471}, {\"equity_curve\": 0.032, \"index\": 472}, {\"equity_curve\": 0.032, \"index\": 473}, {\"equity_curve\": 0.034, \"index\": 474}, {\"equity_curve\": 0.033, \"index\": 475}, {\"equity_curve\": 0.031, \"index\": 476}, {\"equity_curve\": 0.031, \"index\": 477}, {\"equity_curve\": 0.033, \"index\": 478}, {\"equity_curve\": 0.033, \"index\": 479}, {\"equity_curve\": 0.037, \"index\": 480}, {\"equity_curve\": 0.038, \"index\": 481}, {\"equity_curve\": 0.039, \"index\": 482}, {\"equity_curve\": 0.043, \"index\": 483}, {\"equity_curve\": 0.044, \"index\": 484}, {\"equity_curve\": 0.042, \"index\": 485}, {\"equity_curve\": 0.04, \"index\": 486}, {\"equity_curve\": 0.041, \"index\": 487}, {\"equity_curve\": 0.043, \"index\": 488}, {\"equity_curve\": 0.042, \"index\": 489}, {\"equity_curve\": 0.039, \"index\": 490}, {\"equity_curve\": 0.038, \"index\": 491}, {\"equity_curve\": 0.036, \"index\": 492}, {\"equity_curve\": 0.036, \"index\": 493}, {\"equity_curve\": 0.032, \"index\": 494}, {\"equity_curve\": 0.033, \"index\": 495}, {\"equity_curve\": 0.034, \"index\": 496}, {\"equity_curve\": 0.031, \"index\": 497}, {\"equity_curve\": 0.03, \"index\": 498}, {\"equity_curve\": 0.032, \"index\": 499}, {\"equity_curve\": 0.029, \"index\": 500}, {\"equity_curve\": 0.028, \"index\": 501}, {\"equity_curve\": 0.027, \"index\": 502}, {\"equity_curve\": 0.02, \"index\": 503}, {\"equity_curve\": 0.023, \"index\": 504}, {\"equity_curve\": 0.035, \"index\": 505}, {\"equity_curve\": 0.034, \"index\": 506}, {\"equity_curve\": 0.036, \"index\": 507}, {\"equity_curve\": 0.041, \"index\": 508}, {\"equity_curve\": 0.04, \"index\": 509}, {\"equity_curve\": 0.04, \"index\": 510}, {\"equity_curve\": 0.041, \"index\": 511}, {\"equity_curve\": 0.04, \"index\": 512}, {\"equity_curve\": 0.043, \"index\": 513}, {\"equity_curve\": 0.042, \"index\": 514}, {\"equity_curve\": 0.04, \"index\": 515}, {\"equity_curve\": 0.039, \"index\": 516}, {\"equity_curve\": 0.038, \"index\": 517}, {\"equity_curve\": 0.036, \"index\": 518}, {\"equity_curve\": 0.036, \"index\": 519}, {\"equity_curve\": 0.042, \"index\": 520}, {\"equity_curve\": 0.043, \"index\": 521}, {\"equity_curve\": 0.044, \"index\": 522}, {\"equity_curve\": 0.042, \"index\": 523}, {\"equity_curve\": 0.043, \"index\": 524}, {\"equity_curve\": 0.043, \"index\": 525}, {\"equity_curve\": 0.044, \"index\": 526}, {\"equity_curve\": 0.041, \"index\": 527}, {\"equity_curve\": 0.044, \"index\": 528}, {\"equity_curve\": 0.036, \"index\": 529}, {\"equity_curve\": 0.034, \"index\": 530}, {\"equity_curve\": 0.032, \"index\": 531}, {\"equity_curve\": 0.035, \"index\": 532}, {\"equity_curve\": 0.036, \"index\": 533}, {\"equity_curve\": 0.035, \"index\": 534}, {\"equity_curve\": 0.033, \"index\": 535}, {\"equity_curve\": 0.033, \"index\": 536}, {\"equity_curve\": 0.033, \"index\": 537}, {\"equity_curve\": 0.032, \"index\": 538}, {\"equity_curve\": 0.031, \"index\": 539}, {\"equity_curve\": 0.03, \"index\": 540}, {\"equity_curve\": 0.028, \"index\": 541}, {\"equity_curve\": 0.028, \"index\": 542}, {\"equity_curve\": 0.027, \"index\": 543}, {\"equity_curve\": 0.029, \"index\": 544}, {\"equity_curve\": 0.029, \"index\": 545}, {\"equity_curve\": 0.03, \"index\": 546}, {\"equity_curve\": 0.032, \"index\": 547}, {\"equity_curve\": 0.033, \"index\": 548}, {\"equity_curve\": 0.044, \"index\": 549}, {\"equity_curve\": 0.042, \"index\": 550}, {\"equity_curve\": 0.041, \"index\": 551}, {\"equity_curve\": 0.043, \"index\": 552}, {\"equity_curve\": 0.041, \"index\": 553}, {\"equity_curve\": 0.044, \"index\": 554}, {\"equity_curve\": 0.047, \"index\": 555}, {\"equity_curve\": 0.05, \"index\": 556}, {\"equity_curve\": 0.05, \"index\": 557}, {\"equity_curve\": 0.058, \"index\": 558}, {\"equity_curve\": 0.06, \"index\": 559}, {\"equity_curve\": 0.059, \"index\": 560}, {\"equity_curve\": 0.063, \"index\": 561}, {\"equity_curve\": 0.064, \"index\": 562}, {\"equity_curve\": 0.062, \"index\": 563}, {\"equity_curve\": 0.059, \"index\": 564}, {\"equity_curve\": 0.058, \"index\": 565}, {\"equity_curve\": 0.058, \"index\": 566}, {\"equity_curve\": 0.058, \"index\": 567}, {\"equity_curve\": 0.056, \"index\": 568}, {\"equity_curve\": 0.058, \"index\": 569}, {\"equity_curve\": 0.059, \"index\": 570}, {\"equity_curve\": 0.057, \"index\": 571}, {\"equity_curve\": 0.057, \"index\": 572}, {\"equity_curve\": 0.056, \"index\": 573}, {\"equity_curve\": 0.059, \"index\": 574}, {\"equity_curve\": 0.063, \"index\": 575}, {\"equity_curve\": 0.066, \"index\": 576}, {\"equity_curve\": 0.07, \"index\": 577}, {\"equity_curve\": 0.067, \"index\": 578}, {\"equity_curve\": 0.067, \"index\": 579}, {\"equity_curve\": 0.072, \"index\": 580}, {\"equity_curve\": 0.073, \"index\": 581}, {\"equity_curve\": 0.073, \"index\": 582}, {\"equity_curve\": 0.077, \"index\": 583}, {\"equity_curve\": 0.076, \"index\": 584}, {\"equity_curve\": 0.076, \"index\": 585}, {\"equity_curve\": 0.074, \"index\": 586}, {\"equity_curve\": 0.074, \"index\": 587}, {\"equity_curve\": 0.073, \"index\": 588}, {\"equity_curve\": 0.072, \"index\": 589}, {\"equity_curve\": 0.072, \"index\": 590}, {\"equity_curve\": 0.072, \"index\": 591}, {\"equity_curve\": 0.075, \"index\": 592}, {\"equity_curve\": 0.075, \"index\": 593}, {\"equity_curve\": 0.076, \"index\": 594}, {\"equity_curve\": 0.079, \"index\": 595}, {\"equity_curve\": 0.076, \"index\": 596}, {\"equity_curve\": 0.077, \"index\": 597}, {\"equity_curve\": 0.074, \"index\": 598}, {\"equity_curve\": 0.074, \"index\": 599}, {\"equity_curve\": 0.073, \"index\": 600}, {\"equity_curve\": 0.073, \"index\": 601}, {\"equity_curve\": 0.072, \"index\": 602}, {\"equity_curve\": 0.07, \"index\": 603}, {\"equity_curve\": 0.071, \"index\": 604}, {\"equity_curve\": 0.07, \"index\": 605}, {\"equity_curve\": 0.069, \"index\": 606}, {\"equity_curve\": 0.071, \"index\": 607}, {\"equity_curve\": 0.069, \"index\": 608}, {\"equity_curve\": 0.07, \"index\": 609}, {\"equity_curve\": 0.069, \"index\": 610}, {\"equity_curve\": 0.071, \"index\": 611}, {\"equity_curve\": 0.07, \"index\": 612}, {\"equity_curve\": 0.076, \"index\": 613}, {\"equity_curve\": 0.066, \"index\": 614}, {\"equity_curve\": 0.066, \"index\": 615}, {\"equity_curve\": 0.062, \"index\": 616}, {\"equity_curve\": 0.062, \"index\": 617}, {\"equity_curve\": 0.06, \"index\": 618}, {\"equity_curve\": 0.064, \"index\": 619}, {\"equity_curve\": 0.065, \"index\": 620}, {\"equity_curve\": 0.062, \"index\": 621}, {\"equity_curve\": 0.065, \"index\": 622}, {\"equity_curve\": 0.064, \"index\": 623}, {\"equity_curve\": 0.063, \"index\": 624}, {\"equity_curve\": 0.066, \"index\": 625}, {\"equity_curve\": 0.066, \"index\": 626}, {\"equity_curve\": 0.065, \"index\": 627}, {\"equity_curve\": 0.063, \"index\": 628}, {\"equity_curve\": 0.064, \"index\": 629}, {\"equity_curve\": 0.065, \"index\": 630}, {\"equity_curve\": 0.062, \"index\": 631}, {\"equity_curve\": 0.065, \"index\": 632}, {\"equity_curve\": 0.062, \"index\": 633}, {\"equity_curve\": 0.06, \"index\": 634}, {\"equity_curve\": 0.059, \"index\": 635}, {\"equity_curve\": 0.067, \"index\": 636}, {\"equity_curve\": 0.052, \"index\": 637}, {\"equity_curve\": 0.053, \"index\": 638}, {\"equity_curve\": 0.056, \"index\": 639}, {\"equity_curve\": 0.056, \"index\": 640}, {\"equity_curve\": 0.058, \"index\": 641}, {\"equity_curve\": 0.052, \"index\": 642}, {\"equity_curve\": 0.053, \"index\": 643}, {\"equity_curve\": 0.051, \"index\": 644}, {\"equity_curve\": 0.049, \"index\": 645}, {\"equity_curve\": 0.044, \"index\": 646}, {\"equity_curve\": 0.037, \"index\": 647}, {\"equity_curve\": 0.039, \"index\": 648}, {\"equity_curve\": 0.037, \"index\": 649}, {\"equity_curve\": 0.038, \"index\": 650}, {\"equity_curve\": 0.035, \"index\": 651}, {\"equity_curve\": 0.031, \"index\": 652}, {\"equity_curve\": 0.034, \"index\": 653}, {\"equity_curve\": 0.028, \"index\": 654}, {\"equity_curve\": 0.026, \"index\": 655}, {\"equity_curve\": 0.025, \"index\": 656}, {\"equity_curve\": 0.026, \"index\": 657}, {\"equity_curve\": 0.024, \"index\": 658}, {\"equity_curve\": 0.027, \"index\": 659}, {\"equity_curve\": 0.027, \"index\": 660}, {\"equity_curve\": 0.028, \"index\": 661}, {\"equity_curve\": 0.026, \"index\": 662}, {\"equity_curve\": 0.028, \"index\": 663}, {\"equity_curve\": 0.026, \"index\": 664}, {\"equity_curve\": 0.026, \"index\": 665}, {\"equity_curve\": 0.027, \"index\": 666}, {\"equity_curve\": 0.025, \"index\": 667}, {\"equity_curve\": 0.022, \"index\": 668}, {\"equity_curve\": 0.022, \"index\": 669}, {\"equity_curve\": 0.023, \"index\": 670}, {\"equity_curve\": 0.029, \"index\": 671}, {\"equity_curve\": 0.033, \"index\": 672}, {\"equity_curve\": 0.038, \"index\": 673}, {\"equity_curve\": 0.034, \"index\": 674}, {\"equity_curve\": 0.036, \"index\": 675}, {\"equity_curve\": 0.033, \"index\": 676}, {\"equity_curve\": 0.034, \"index\": 677}, {\"equity_curve\": 0.036, \"index\": 678}, {\"equity_curve\": 0.032, \"index\": 679}, {\"equity_curve\": 0.034, \"index\": 680}, {\"equity_curve\": 0.036, \"index\": 681}, {\"equity_curve\": 0.036, \"index\": 682}, {\"equity_curve\": 0.033, \"index\": 683}, {\"equity_curve\": 0.031, \"index\": 684}, {\"equity_curve\": 0.031, \"index\": 685}, {\"equity_curve\": 0.031, \"index\": 686}, {\"equity_curve\": 0.03, \"index\": 687}, {\"equity_curve\": 0.027, \"index\": 688}, {\"equity_curve\": 0.03, \"index\": 689}, {\"equity_curve\": 0.029, \"index\": 690}, {\"equity_curve\": 0.033, \"index\": 691}, {\"equity_curve\": 0.032, \"index\": 692}, {\"equity_curve\": 0.035, \"index\": 693}, {\"equity_curve\": 0.035, \"index\": 694}, {\"equity_curve\": 0.032, \"index\": 695}, {\"equity_curve\": 0.045, \"index\": 696}, {\"equity_curve\": 0.052, \"index\": 697}, {\"equity_curve\": 0.053, \"index\": 698}, {\"equity_curve\": 0.057, \"index\": 699}, {\"equity_curve\": 0.054, \"index\": 700}, {\"equity_curve\": 0.055, \"index\": 701}, {\"equity_curve\": 0.065, \"index\": 702}, {\"equity_curve\": 0.063, \"index\": 703}, {\"equity_curve\": 0.061, \"index\": 704}, {\"equity_curve\": 0.064, \"index\": 705}, {\"equity_curve\": 0.061, \"index\": 706}, {\"equity_curve\": 0.056, \"index\": 707}, {\"equity_curve\": 0.06, \"index\": 708}, {\"equity_curve\": 0.063, \"index\": 709}, {\"equity_curve\": 0.066, \"index\": 710}, {\"equity_curve\": 0.063, \"index\": 711}, {\"equity_curve\": 0.055, \"index\": 712}, {\"equity_curve\": 0.052, \"index\": 713}, {\"equity_curve\": 0.052, \"index\": 714}, {\"equity_curve\": 0.051, \"index\": 715}, {\"equity_curve\": 0.051, \"index\": 716}, {\"equity_curve\": 0.046, \"index\": 717}, {\"equity_curve\": 0.045, \"index\": 718}, {\"equity_curve\": 0.028, \"index\": 719}, {\"equity_curve\": 0.024, \"index\": 720}, {\"equity_curve\": 0.027, \"index\": 721}, {\"equity_curve\": 0.032, \"index\": 722}, {\"equity_curve\": 0.029, \"index\": 723}, {\"equity_curve\": 0.029, \"index\": 724}, {\"equity_curve\": 0.031, \"index\": 725}, {\"equity_curve\": 0.029, \"index\": 726}, {\"equity_curve\": 0.029, \"index\": 727}, {\"equity_curve\": 0.029, \"index\": 728}, {\"equity_curve\": 0.032, \"index\": 729}, {\"equity_curve\": 0.032, \"index\": 730}, {\"equity_curve\": 0.031, \"index\": 731}, {\"equity_curve\": 0.035, \"index\": 732}, {\"equity_curve\": 0.035, \"index\": 733}, {\"equity_curve\": 0.037, \"index\": 734}, {\"equity_curve\": 0.036, \"index\": 735}, {\"equity_curve\": 0.038, \"index\": 736}, {\"equity_curve\": 0.039, \"index\": 737}, {\"equity_curve\": 0.037, \"index\": 738}, {\"equity_curve\": 0.037, \"index\": 739}, {\"equity_curve\": 0.035, \"index\": 740}, {\"equity_curve\": 0.037, \"index\": 741}, {\"equity_curve\": 0.038, \"index\": 742}, {\"equity_curve\": 0.035, \"index\": 743}, {\"equity_curve\": 0.027, \"index\": 744}, {\"equity_curve\": 0.024, \"index\": 745}, {\"equity_curve\": 0.023, \"index\": 746}, {\"equity_curve\": 0.024, \"index\": 747}, {\"equity_curve\": 0.026, \"index\": 748}, {\"equity_curve\": 0.022, \"index\": 749}, {\"equity_curve\": 0.02, \"index\": 750}, {\"equity_curve\": 0.023, \"index\": 751}, {\"equity_curve\": 0.023, \"index\": 752}, {\"equity_curve\": 0.026, \"index\": 753}, {\"equity_curve\": 0.029, \"index\": 754}, {\"equity_curve\": 0.033, \"index\": 755}, {\"equity_curve\": 0.032, \"index\": 756}, {\"equity_curve\": 0.029, \"index\": 757}, {\"equity_curve\": 0.029, \"index\": 758}, {\"equity_curve\": 0.032, \"index\": 759}, {\"equity_curve\": 0.034, \"index\": 760}, {\"equity_curve\": 0.032, \"index\": 761}, {\"equity_curve\": 0.034, \"index\": 762}, {\"equity_curve\": 0.034, \"index\": 763}, {\"equity_curve\": 0.031, \"index\": 764}, {\"equity_curve\": 0.032, \"index\": 765}, {\"equity_curve\": 0.032, \"index\": 766}, {\"equity_curve\": 0.035, \"index\": 767}, {\"equity_curve\": 0.036, \"index\": 768}, {\"equity_curve\": 0.037, \"index\": 769}, {\"equity_curve\": 0.037, \"index\": 770}, {\"equity_curve\": 0.037, \"index\": 771}, {\"equity_curve\": 0.037, \"index\": 772}, {\"equity_curve\": 0.037, \"index\": 773}, {\"equity_curve\": 0.037, \"index\": 774}, {\"equity_curve\": 0.036, \"index\": 775}, {\"equity_curve\": 0.035, \"index\": 776}, {\"equity_curve\": 0.035, \"index\": 777}, {\"equity_curve\": 0.034, \"index\": 778}, {\"equity_curve\": 0.033, \"index\": 779}, {\"equity_curve\": 0.035, \"index\": 780}, {\"equity_curve\": 0.036, \"index\": 781}, {\"equity_curve\": 0.037, \"index\": 782}, {\"equity_curve\": 0.04, \"index\": 783}, {\"equity_curve\": 0.041, \"index\": 784}, {\"equity_curve\": 0.04, \"index\": 785}, {\"equity_curve\": 0.041, \"index\": 786}, {\"equity_curve\": 0.044, \"index\": 787}, {\"equity_curve\": 0.044, \"index\": 788}, {\"equity_curve\": 0.045, \"index\": 789}, {\"equity_curve\": 0.044, \"index\": 790}, {\"equity_curve\": 0.043, \"index\": 791}, {\"equity_curve\": 0.045, \"index\": 792}, {\"equity_curve\": 0.043, \"index\": 793}, {\"equity_curve\": 0.043, \"index\": 794}, {\"equity_curve\": 0.04, \"index\": 795}, {\"equity_curve\": 0.041, \"index\": 796}, {\"equity_curve\": 0.038, \"index\": 797}, {\"equity_curve\": 0.038, \"index\": 798}, {\"equity_curve\": 0.038, \"index\": 799}, {\"equity_curve\": 0.039, \"index\": 800}, {\"equity_curve\": 0.041, \"index\": 801}, {\"equity_curve\": 0.036, \"index\": 802}, {\"equity_curve\": 0.035, \"index\": 803}, {\"equity_curve\": 0.027, \"index\": 804}, {\"equity_curve\": 0.019, \"index\": 805}, {\"equity_curve\": 0.018, \"index\": 806}, {\"equity_curve\": 0.02, \"index\": 807}, {\"equity_curve\": 0.022, \"index\": 808}, {\"equity_curve\": 0.018, \"index\": 809}, {\"equity_curve\": 0.017, \"index\": 810}, {\"equity_curve\": 0.017, \"index\": 811}, {\"equity_curve\": 0.016, \"index\": 812}, {\"equity_curve\": 0.016, \"index\": 813}, {\"equity_curve\": 0.015, \"index\": 814}, {\"equity_curve\": 0.02, \"index\": 815}, {\"equity_curve\": 0.026, \"index\": 816}, {\"equity_curve\": 0.033, \"index\": 817}, {\"equity_curve\": 0.029, \"index\": 818}, {\"equity_curve\": 0.03, \"index\": 819}, {\"equity_curve\": 0.034, \"index\": 820}, {\"equity_curve\": 0.034, \"index\": 821}, {\"equity_curve\": 0.032, \"index\": 822}, {\"equity_curve\": 0.033, \"index\": 823}, {\"equity_curve\": 0.035, \"index\": 824}, {\"equity_curve\": 0.033, \"index\": 825}, {\"equity_curve\": 0.032, \"index\": 826}, {\"equity_curve\": 0.035, \"index\": 827}, {\"equity_curve\": 0.041, \"index\": 828}, {\"equity_curve\": 0.041, \"index\": 829}, {\"equity_curve\": 0.032, \"index\": 830}, {\"equity_curve\": 0.037, \"index\": 831}, {\"equity_curve\": 0.04, \"index\": 832}, {\"equity_curve\": 0.04, \"index\": 833}, {\"equity_curve\": 0.04, \"index\": 834}, {\"equity_curve\": 0.042, \"index\": 835}, {\"equity_curve\": 0.043, \"index\": 836}, {\"equity_curve\": 0.043, \"index\": 837}, {\"equity_curve\": 0.044, \"index\": 838}, {\"equity_curve\": 0.045, \"index\": 839}, {\"equity_curve\": 0.042, \"index\": 840}, {\"equity_curve\": 0.03, \"index\": 841}, {\"equity_curve\": 0.029, \"index\": 842}, {\"equity_curve\": 0.026, \"index\": 843}, {\"equity_curve\": 0.027, \"index\": 844}, {\"equity_curve\": 0.023, \"index\": 845}, {\"equity_curve\": 0.023, \"index\": 846}, {\"equity_curve\": 0.027, \"index\": 847}, {\"equity_curve\": 0.029, \"index\": 848}, {\"equity_curve\": 0.026, \"index\": 849}, {\"equity_curve\": 0.024, \"index\": 850}, {\"equity_curve\": 0.027, \"index\": 851}, {\"equity_curve\": 0.028, \"index\": 852}, {\"equity_curve\": 0.032, \"index\": 853}, {\"equity_curve\": 0.031, \"index\": 854}, {\"equity_curve\": 0.032, \"index\": 855}, {\"equity_curve\": 0.033, \"index\": 856}, {\"equity_curve\": 0.033, \"index\": 857}, {\"equity_curve\": 0.031, \"index\": 858}, {\"equity_curve\": 0.036, \"index\": 859}, {\"equity_curve\": 0.038, \"index\": 860}, {\"equity_curve\": 0.039, \"index\": 861}, {\"equity_curve\": 0.038, \"index\": 862}, {\"equity_curve\": 0.038, \"index\": 863}, {\"equity_curve\": 0.029, \"index\": 864}, {\"equity_curve\": 0.036, \"index\": 865}, {\"equity_curve\": 0.037, \"index\": 866}, {\"equity_curve\": 0.042, \"index\": 867}, {\"equity_curve\": 0.039, \"index\": 868}, {\"equity_curve\": 0.045, \"index\": 869}, {\"equity_curve\": 0.052, \"index\": 870}, {\"equity_curve\": 0.051, \"index\": 871}, {\"equity_curve\": 0.051, \"index\": 872}, {\"equity_curve\": 0.053, \"index\": 873}, {\"equity_curve\": 0.05, \"index\": 874}, {\"equity_curve\": 0.05, \"index\": 875}, {\"equity_curve\": 0.054, \"index\": 876}, {\"equity_curve\": 0.06, \"index\": 877}, {\"equity_curve\": 0.059, \"index\": 878}, {\"equity_curve\": 0.058, \"index\": 879}, {\"equity_curve\": 0.059, \"index\": 880}, {\"equity_curve\": 0.058, \"index\": 881}, {\"equity_curve\": 0.058, \"index\": 882}, {\"equity_curve\": 0.056, \"index\": 883}, {\"equity_curve\": 0.054, \"index\": 884}, {\"equity_curve\": 0.054, \"index\": 885}, {\"equity_curve\": 0.052, \"index\": 886}, {\"equity_curve\": 0.052, \"index\": 887}, {\"equity_curve\": 0.055, \"index\": 888}, {\"equity_curve\": 0.057, \"index\": 889}, {\"equity_curve\": 0.053, \"index\": 890}, {\"equity_curve\": 0.049, \"index\": 891}, {\"equity_curve\": 0.049, \"index\": 892}, {\"equity_curve\": 0.051, \"index\": 893}, {\"equity_curve\": 0.047, \"index\": 894}, {\"equity_curve\": 0.05, \"index\": 895}, {\"equity_curve\": 0.051, \"index\": 896}, {\"equity_curve\": 0.05, \"index\": 897}, {\"equity_curve\": 0.05, \"index\": 898}, {\"equity_curve\": 0.051, \"index\": 899}, {\"equity_curve\": 0.053, \"index\": 900}, {\"equity_curve\": 0.056, \"index\": 901}, {\"equity_curve\": 0.058, \"index\": 902}, {\"equity_curve\": 0.057, \"index\": 903}, {\"equity_curve\": 0.061, \"index\": 904}, {\"equity_curve\": 0.063, \"index\": 905}, {\"equity_curve\": 0.064, \"index\": 906}, {\"equity_curve\": 0.063, \"index\": 907}, {\"equity_curve\": 0.063, \"index\": 908}, {\"equity_curve\": 0.059, \"index\": 909}, {\"equity_curve\": 0.057, \"index\": 910}, {\"equity_curve\": 0.057, \"index\": 911}, {\"equity_curve\": 0.058, \"index\": 912}, {\"equity_curve\": 0.087, \"index\": 913}, {\"equity_curve\": 0.082, \"index\": 914}, {\"equity_curve\": 0.084, \"index\": 915}, {\"equity_curve\": 0.092, \"index\": 916}, {\"equity_curve\": 0.093, \"index\": 917}, {\"equity_curve\": 0.092, \"index\": 918}, {\"equity_curve\": 0.096, \"index\": 919}, {\"equity_curve\": 0.096, \"index\": 920}, {\"equity_curve\": 0.094, \"index\": 921}, {\"equity_curve\": 0.095, \"index\": 922}, {\"equity_curve\": 0.095, \"index\": 923}, {\"equity_curve\": 0.091, \"index\": 924}, {\"equity_curve\": 0.087, \"index\": 925}, {\"equity_curve\": 0.083, \"index\": 926}, {\"equity_curve\": 0.087, \"index\": 927}, {\"equity_curve\": 0.086, \"index\": 928}, {\"equity_curve\": 0.085, \"index\": 929}, {\"equity_curve\": 0.085, \"index\": 930}, {\"equity_curve\": 0.085, \"index\": 931}, {\"equity_curve\": 0.085, \"index\": 932}, {\"equity_curve\": 0.083, \"index\": 933}, {\"equity_curve\": 0.081, \"index\": 934}, {\"equity_curve\": 0.08, \"index\": 935}, {\"equity_curve\": 0.077, \"index\": 936}, {\"equity_curve\": 0.075, \"index\": 937}, {\"equity_curve\": 0.076, \"index\": 938}, {\"equity_curve\": 0.078, \"index\": 939}, {\"equity_curve\": 0.079, \"index\": 940}, {\"equity_curve\": 0.079, \"index\": 941}, {\"equity_curve\": 0.079, \"index\": 942}, {\"equity_curve\": 0.081, \"index\": 943}, {\"equity_curve\": 0.078, \"index\": 944}, {\"equity_curve\": 0.081, \"index\": 945}, {\"equity_curve\": 0.08, \"index\": 946}, {\"equity_curve\": 0.079, \"index\": 947}, {\"equity_curve\": 0.08, \"index\": 948}, {\"equity_curve\": 0.076, \"index\": 949}, {\"equity_curve\": 0.077, \"index\": 950}, {\"equity_curve\": 0.078, \"index\": 951}, {\"equity_curve\": 0.076, \"index\": 952}, {\"equity_curve\": 0.075, \"index\": 953}, {\"equity_curve\": 0.075, \"index\": 954}, {\"equity_curve\": 0.075, \"index\": 955}, {\"equity_curve\": 0.075, \"index\": 956}, {\"equity_curve\": 0.074, \"index\": 957}, {\"equity_curve\": 0.074, \"index\": 958}, {\"equity_curve\": 0.074, \"index\": 959}, {\"equity_curve\": 0.073, \"index\": 960}, {\"equity_curve\": 0.072, \"index\": 961}, {\"equity_curve\": 0.071, \"index\": 962}, {\"equity_curve\": 0.07, \"index\": 963}, {\"equity_curve\": 0.071, \"index\": 964}, {\"equity_curve\": 0.073, \"index\": 965}, {\"equity_curve\": 0.055, \"index\": 966}, {\"equity_curve\": 0.057, \"index\": 967}, {\"equity_curve\": 0.059, \"index\": 968}, {\"equity_curve\": 0.063, \"index\": 969}, {\"equity_curve\": 0.062, \"index\": 970}, {\"equity_curve\": 0.055, \"index\": 971}, {\"equity_curve\": 0.058, \"index\": 972}, {\"equity_curve\": 0.055, \"index\": 973}, {\"equity_curve\": 0.06, \"index\": 974}, {\"equity_curve\": 0.059, \"index\": 975}, {\"equity_curve\": 0.055, \"index\": 976}, {\"equity_curve\": 0.051, \"index\": 977}, {\"equity_curve\": 0.047, \"index\": 978}, {\"equity_curve\": 0.046, \"index\": 979}, {\"equity_curve\": 0.05, \"index\": 980}, {\"equity_curve\": 0.057, \"index\": 981}, {\"equity_curve\": 0.059, \"index\": 982}, {\"equity_curve\": 0.062, \"index\": 983}, {\"equity_curve\": 0.063, \"index\": 984}, {\"equity_curve\": 0.07, \"index\": 985}, {\"equity_curve\": 0.071, \"index\": 986}, {\"equity_curve\": 0.073, \"index\": 987}, {\"equity_curve\": 0.074, \"index\": 988}, {\"equity_curve\": 0.073, \"index\": 989}, {\"equity_curve\": 0.058, \"index\": 990}, {\"equity_curve\": 0.048, \"index\": 991}, {\"equity_curve\": 0.051, \"index\": 992}, {\"equity_curve\": 0.048, \"index\": 993}, {\"equity_curve\": 0.048, \"index\": 994}, {\"equity_curve\": 0.039, \"index\": 995}, {\"equity_curve\": 0.046, \"index\": 996}, {\"equity_curve\": 0.048, \"index\": 997}, {\"equity_curve\": 0.049, \"index\": 998}, {\"equity_curve\": 0.051, \"index\": 999}, {\"equity_curve\": 0.052, \"index\": 1000}, {\"equity_curve\": 0.05, \"index\": 1001}, {\"equity_curve\": 0.053, \"index\": 1002}, {\"equity_curve\": 0.055, \"index\": 1003}, {\"equity_curve\": 0.055, \"index\": 1004}, {\"equity_curve\": 0.056, \"index\": 1005}, {\"equity_curve\": 0.053, \"index\": 1006}, {\"equity_curve\": 0.056, \"index\": 1007}, {\"equity_curve\": 0.057, \"index\": 1008}, {\"equity_curve\": 0.06, \"index\": 1009}, {\"equity_curve\": 0.053, \"index\": 1010}, {\"equity_curve\": 0.058, \"index\": 1011}, {\"equity_curve\": 0.059, \"index\": 1012}, {\"equity_curve\": 0.066, \"index\": 1013}, {\"equity_curve\": 0.062, \"index\": 1014}, {\"equity_curve\": 0.06, \"index\": 1015}, {\"equity_curve\": 0.063, \"index\": 1016}, {\"equity_curve\": 0.066, \"index\": 1017}, {\"equity_curve\": 0.067, \"index\": 1018}, {\"equity_curve\": 0.063, \"index\": 1019}, {\"equity_curve\": 0.063, \"index\": 1020}, {\"equity_curve\": 0.061, \"index\": 1021}, {\"equity_curve\": 0.064, \"index\": 1022}, {\"equity_curve\": 0.063, \"index\": 1023}, {\"equity_curve\": 0.061, \"index\": 1024}, {\"equity_curve\": 0.058, \"index\": 1025}, {\"equity_curve\": 0.055, \"index\": 1026}, {\"equity_curve\": 0.055, \"index\": 1027}, {\"equity_curve\": 0.056, \"index\": 1028}, {\"equity_curve\": 0.057, \"index\": 1029}, {\"equity_curve\": 0.06, \"index\": 1030}, {\"equity_curve\": 0.06, \"index\": 1031}, {\"equity_curve\": 0.061, \"index\": 1032}, {\"equity_curve\": 0.064, \"index\": 1033}, {\"equity_curve\": 0.062, \"index\": 1034}, {\"equity_curve\": 0.063, \"index\": 1035}, {\"equity_curve\": 0.065, \"index\": 1036}, {\"equity_curve\": 0.062, \"index\": 1037}, {\"equity_curve\": 0.063, \"index\": 1038}, {\"equity_curve\": 0.066, \"index\": 1039}, {\"equity_curve\": 0.074, \"index\": 1040}, {\"equity_curve\": 0.073, \"index\": 1041}, {\"equity_curve\": 0.071, \"index\": 1042}, {\"equity_curve\": 0.072, \"index\": 1043}, {\"equity_curve\": 0.075, \"index\": 1044}, {\"equity_curve\": 0.076, \"index\": 1045}, {\"equity_curve\": 0.081, \"index\": 1046}, {\"equity_curve\": 0.072, \"index\": 1047}, {\"equity_curve\": 0.073, \"index\": 1048}, {\"equity_curve\": 0.077, \"index\": 1049}, {\"equity_curve\": 0.077, \"index\": 1050}, {\"equity_curve\": 0.077, \"index\": 1051}, {\"equity_curve\": 0.075, \"index\": 1052}, {\"equity_curve\": 0.077, \"index\": 1053}, {\"equity_curve\": 0.075, \"index\": 1054}, {\"equity_curve\": 0.078, \"index\": 1055}, {\"equity_curve\": 0.082, \"index\": 1056}, {\"equity_curve\": 0.085, \"index\": 1057}, {\"equity_curve\": 0.089, \"index\": 1058}, {\"equity_curve\": 0.086, \"index\": 1059}, {\"equity_curve\": 0.086, \"index\": 1060}, {\"equity_curve\": 0.086, \"index\": 1061}, {\"equity_curve\": 0.082, \"index\": 1062}, {\"equity_curve\": 0.082, \"index\": 1063}, {\"equity_curve\": 0.083, \"index\": 1064}, {\"equity_curve\": 0.086, \"index\": 1065}, {\"equity_curve\": 0.084, \"index\": 1066}, {\"equity_curve\": 0.081, \"index\": 1067}, {\"equity_curve\": 0.074, \"index\": 1068}, {\"equity_curve\": 0.074, \"index\": 1069}, {\"equity_curve\": 0.076, \"index\": 1070}, {\"equity_curve\": 0.078, \"index\": 1071}, {\"equity_curve\": 0.076, \"index\": 1072}, {\"equity_curve\": 0.076, \"index\": 1073}, {\"equity_curve\": 0.065, \"index\": 1074}, {\"equity_curve\": 0.061, \"index\": 1075}, {\"equity_curve\": 0.062, \"index\": 1076}, {\"equity_curve\": 0.064, \"index\": 1077}, {\"equity_curve\": 0.065, \"index\": 1078}, {\"equity_curve\": 0.071, \"index\": 1079}, {\"equity_curve\": 0.086, \"index\": 1080}, {\"equity_curve\": 0.077, \"index\": 1081}, {\"equity_curve\": 0.079, \"index\": 1082}, {\"equity_curve\": 0.082, \"index\": 1083}, {\"equity_curve\": 0.084, \"index\": 1084}, {\"equity_curve\": 0.081, \"index\": 1085}, {\"equity_curve\": 0.082, \"index\": 1086}, {\"equity_curve\": 0.078, \"index\": 1087}, {\"equity_curve\": 0.084, \"index\": 1088}, {\"equity_curve\": 0.084, \"index\": 1089}, {\"equity_curve\": 0.084, \"index\": 1090}, {\"equity_curve\": 0.084, \"index\": 1091}, {\"equity_curve\": 0.076, \"index\": 1092}, {\"equity_curve\": 0.079, \"index\": 1093}, {\"equity_curve\": 0.073, \"index\": 1094}, {\"equity_curve\": 0.073, \"index\": 1095}, {\"equity_curve\": 0.072, \"index\": 1096}, {\"equity_curve\": 0.072, \"index\": 1097}, {\"equity_curve\": 0.074, \"index\": 1098}, {\"equity_curve\": 0.074, \"index\": 1099}, {\"equity_curve\": 0.074, \"index\": 1100}, {\"equity_curve\": 0.073, \"index\": 1101}, {\"equity_curve\": 0.075, \"index\": 1102}, {\"equity_curve\": 0.075, \"index\": 1103}, {\"equity_curve\": 0.074, \"index\": 1104}, {\"equity_curve\": 0.075, \"index\": 1105}, {\"equity_curve\": 0.077, \"index\": 1106}, {\"equity_curve\": 0.076, \"index\": 1107}, {\"equity_curve\": 0.076, \"index\": 1108}, {\"equity_curve\": 0.076, \"index\": 1109}, {\"equity_curve\": 0.077, \"index\": 1110}, {\"equity_curve\": 0.075, \"index\": 1111}, {\"equity_curve\": 0.074, \"index\": 1112}, {\"equity_curve\": 0.074, \"index\": 1113}, {\"equity_curve\": 0.076, \"index\": 1114}, {\"equity_curve\": 0.071, \"index\": 1115}, {\"equity_curve\": 0.071, \"index\": 1116}, {\"equity_curve\": 0.069, \"index\": 1117}, {\"equity_curve\": 0.069, \"index\": 1118}, {\"equity_curve\": 0.065, \"index\": 1119}, {\"equity_curve\": 0.065, \"index\": 1120}, {\"equity_curve\": 0.064, \"index\": 1121}, {\"equity_curve\": 0.064, \"index\": 1122}, {\"equity_curve\": 0.067, \"index\": 1123}, {\"equity_curve\": 0.072, \"index\": 1124}, {\"equity_curve\": 0.072, \"index\": 1125}, {\"equity_curve\": 0.07, \"index\": 1126}, {\"equity_curve\": 0.07, \"index\": 1127}, {\"equity_curve\": 0.071, \"index\": 1128}, {\"equity_curve\": 0.071, \"index\": 1129}, {\"equity_curve\": 0.074, \"index\": 1130}, {\"equity_curve\": 0.073, \"index\": 1131}, {\"equity_curve\": 0.074, \"index\": 1132}, {\"equity_curve\": 0.075, \"index\": 1133}, {\"equity_curve\": 0.073, \"index\": 1134}, {\"equity_curve\": 0.075, \"index\": 1135}, {\"equity_curve\": 0.074, \"index\": 1136}, {\"equity_curve\": 0.073, \"index\": 1137}, {\"equity_curve\": 0.067, \"index\": 1138}, {\"equity_curve\": 0.067, \"index\": 1139}, {\"equity_curve\": 0.066, \"index\": 1140}, {\"equity_curve\": 0.061, \"index\": 1141}, {\"equity_curve\": 0.062, \"index\": 1142}, {\"equity_curve\": 0.059, \"index\": 1143}, {\"equity_curve\": 0.063, \"index\": 1144}, {\"equity_curve\": 0.061, \"index\": 1145}, {\"equity_curve\": 0.074, \"index\": 1146}, {\"equity_curve\": 0.073, \"index\": 1147}, {\"equity_curve\": 0.072, \"index\": 1148}, {\"equity_curve\": 0.063, \"index\": 1149}, {\"equity_curve\": 0.065, \"index\": 1150}, {\"equity_curve\": 0.068, \"index\": 1151}, {\"equity_curve\": 0.069, \"index\": 1152}, {\"equity_curve\": 0.07, \"index\": 1153}, {\"equity_curve\": 0.067, \"index\": 1154}, {\"equity_curve\": 0.067, \"index\": 1155}, {\"equity_curve\": 0.068, \"index\": 1156}, {\"equity_curve\": 0.071, \"index\": 1157}, {\"equity_curve\": 0.071, \"index\": 1158}, {\"equity_curve\": 0.068, \"index\": 1159}, {\"equity_curve\": 0.058, \"index\": 1160}, {\"equity_curve\": 0.064, \"index\": 1161}, {\"equity_curve\": 0.056, \"index\": 1162}, {\"equity_curve\": 0.058, \"index\": 1163}, {\"equity_curve\": 0.061, \"index\": 1164}, {\"equity_curve\": 0.052, \"index\": 1165}, {\"equity_curve\": 0.051, \"index\": 1166}, {\"equity_curve\": 0.051, \"index\": 1167}, {\"equity_curve\": 0.05, \"index\": 1168}, {\"equity_curve\": 0.052, \"index\": 1169}, {\"equity_curve\": 0.05, \"index\": 1170}, {\"equity_curve\": 0.051, \"index\": 1171}, {\"equity_curve\": 0.052, \"index\": 1172}, {\"equity_curve\": 0.05, \"index\": 1173}, {\"equity_curve\": 0.046, \"index\": 1174}, {\"equity_curve\": 0.037, \"index\": 1175}, {\"equity_curve\": 0.059, \"index\": 1176}, {\"equity_curve\": 0.057, \"index\": 1177}, {\"equity_curve\": 0.052, \"index\": 1178}, {\"equity_curve\": 0.052, \"index\": 1179}, {\"equity_curve\": 0.053, \"index\": 1180}, {\"equity_curve\": 0.05, \"index\": 1181}, {\"equity_curve\": 0.052, \"index\": 1182}, {\"equity_curve\": 0.057, \"index\": 1183}, {\"equity_curve\": 0.06, \"index\": 1184}, {\"equity_curve\": 0.061, \"index\": 1185}, {\"equity_curve\": 0.061, \"index\": 1186}, {\"equity_curve\": 0.062, \"index\": 1187}, {\"equity_curve\": 0.06, \"index\": 1188}, {\"equity_curve\": 0.062, \"index\": 1189}, {\"equity_curve\": 0.059, \"index\": 1190}, {\"equity_curve\": 0.059, \"index\": 1191}, {\"equity_curve\": 0.056, \"index\": 1192}, {\"equity_curve\": 0.056, \"index\": 1193}, {\"equity_curve\": 0.06, \"index\": 1194}, {\"equity_curve\": 0.06, \"index\": 1195}, {\"equity_curve\": 0.063, \"index\": 1196}, {\"equity_curve\": 0.062, \"index\": 1197}, {\"equity_curve\": 0.062, \"index\": 1198}, {\"equity_curve\": 0.059, \"index\": 1199}, {\"equity_curve\": 0.062, \"index\": 1200}, {\"equity_curve\": 0.055, \"index\": 1201}, {\"equity_curve\": 0.055, \"index\": 1202}, {\"equity_curve\": 0.052, \"index\": 1203}, {\"equity_curve\": 0.056, \"index\": 1204}, {\"equity_curve\": 0.058, \"index\": 1205}, {\"equity_curve\": 0.06, \"index\": 1206}, {\"equity_curve\": 0.06, \"index\": 1207}, {\"equity_curve\": 0.058, \"index\": 1208}, {\"equity_curve\": 0.058, \"index\": 1209}, {\"equity_curve\": 0.056, \"index\": 1210}, {\"equity_curve\": 0.059, \"index\": 1211}, {\"equity_curve\": 0.06, \"index\": 1212}, {\"equity_curve\": 0.056, \"index\": 1213}, {\"equity_curve\": 0.053, \"index\": 1214}, {\"equity_curve\": 0.051, \"index\": 1215}, {\"equity_curve\": 0.048, \"index\": 1216}, {\"equity_curve\": 0.046, \"index\": 1217}, {\"equity_curve\": 0.047, \"index\": 1218}, {\"equity_curve\": 0.048, \"index\": 1219}, {\"equity_curve\": 0.05, \"index\": 1220}, {\"equity_curve\": 0.048, \"index\": 1221}, {\"equity_curve\": 0.05, \"index\": 1222}, {\"equity_curve\": 0.051, \"index\": 1223}, {\"equity_curve\": 0.047, \"index\": 1224}, {\"equity_curve\": 0.041, \"index\": 1225}, {\"equity_curve\": 0.038, \"index\": 1226}, {\"equity_curve\": 0.037, \"index\": 1227}, {\"equity_curve\": 0.04, \"index\": 1228}, {\"equity_curve\": 0.039, \"index\": 1229}, {\"equity_curve\": 0.037, \"index\": 1230}, {\"equity_curve\": 0.043, \"index\": 1231}, {\"equity_curve\": 0.042, \"index\": 1232}, {\"equity_curve\": 0.051, \"index\": 1233}, {\"equity_curve\": 0.058, \"index\": 1234}, {\"equity_curve\": 0.055, \"index\": 1235}, {\"equity_curve\": 0.061, \"index\": 1236}, {\"equity_curve\": 0.059, \"index\": 1237}, {\"equity_curve\": 0.059, \"index\": 1238}, {\"equity_curve\": 0.06, \"index\": 1239}, {\"equity_curve\": 0.061, \"index\": 1240}, {\"equity_curve\": 0.064, \"index\": 1241}, {\"equity_curve\": 0.055, \"index\": 1242}, {\"equity_curve\": 0.058, \"index\": 1243}, {\"equity_curve\": 0.055, \"index\": 1244}, {\"equity_curve\": 0.054, \"index\": 1245}, {\"equity_curve\": 0.055, \"index\": 1246}, {\"equity_curve\": 0.063, \"index\": 1247}, {\"equity_curve\": 0.064, \"index\": 1248}, {\"equity_curve\": 0.042, \"index\": 1249}, {\"equity_curve\": 0.043, \"index\": 1250}, {\"equity_curve\": 0.044, \"index\": 1251}, {\"equity_curve\": 0.042, \"index\": 1252}, {\"equity_curve\": 0.047, \"index\": 1253}, {\"equity_curve\": 0.044, \"index\": 1254}, {\"equity_curve\": 0.043, \"index\": 1255}, {\"equity_curve\": 0.034, \"index\": 1256}, {\"equity_curve\": 0.036, \"index\": 1257}, {\"equity_curve\": 0.035, \"index\": 1258}, {\"equity_curve\": 0.036, \"index\": 1259}, {\"equity_curve\": 0.037, \"index\": 1260}, {\"equity_curve\": 0.04, \"index\": 1261}, {\"equity_curve\": 0.041, \"index\": 1262}, {\"equity_curve\": 0.039, \"index\": 1263}, {\"equity_curve\": 0.038, \"index\": 1264}, {\"equity_curve\": 0.038, \"index\": 1265}, {\"equity_curve\": 0.039, \"index\": 1266}, {\"equity_curve\": 0.04, \"index\": 1267}, {\"equity_curve\": 0.038, \"index\": 1268}, {\"equity_curve\": 0.038, \"index\": 1269}, {\"equity_curve\": 0.038, \"index\": 1270}, {\"equity_curve\": 0.039, \"index\": 1271}, {\"equity_curve\": 0.04, \"index\": 1272}, {\"equity_curve\": 0.039, \"index\": 1273}, {\"equity_curve\": 0.035, \"index\": 1274}, {\"equity_curve\": 0.033, \"index\": 1275}, {\"equity_curve\": 0.032, \"index\": 1276}, {\"equity_curve\": 0.033, \"index\": 1277}, {\"equity_curve\": 0.032, \"index\": 1278}, {\"equity_curve\": 0.033, \"index\": 1279}, {\"equity_curve\": 0.033, \"index\": 1280}, {\"equity_curve\": 0.033, \"index\": 1281}, {\"equity_curve\": 0.033, \"index\": 1282}, {\"equity_curve\": 0.034, \"index\": 1283}, {\"equity_curve\": 0.036, \"index\": 1284}, {\"equity_curve\": 0.037, \"index\": 1285}, {\"equity_curve\": 0.037, \"index\": 1286}, {\"equity_curve\": 0.036, \"index\": 1287}, {\"equity_curve\": 0.037, \"index\": 1288}, {\"equity_curve\": 0.036, \"index\": 1289}, {\"equity_curve\": 0.038, \"index\": 1290}, {\"equity_curve\": 0.041, \"index\": 1291}, {\"equity_curve\": 0.04, \"index\": 1292}, {\"equity_curve\": 0.041, \"index\": 1293}, {\"equity_curve\": 0.042, \"index\": 1294}, {\"equity_curve\": 0.04, \"index\": 1295}, {\"equity_curve\": 0.041, \"index\": 1296}, {\"equity_curve\": 0.041, \"index\": 1297}, {\"equity_curve\": 0.042, \"index\": 1298}, {\"equity_curve\": 0.041, \"index\": 1299}, {\"equity_curve\": 0.039, \"index\": 1300}, {\"equity_curve\": 0.04, \"index\": 1301}, {\"equity_curve\": 0.042, \"index\": 1302}, {\"equity_curve\": 0.042, \"index\": 1303}, {\"equity_curve\": 0.04, \"index\": 1304}, {\"equity_curve\": 0.042, \"index\": 1305}, {\"equity_curve\": 0.04, \"index\": 1306}, {\"equity_curve\": 0.038, \"index\": 1307}, {\"equity_curve\": 0.038, \"index\": 1308}, {\"equity_curve\": 0.042, \"index\": 1309}, {\"equity_curve\": 0.043, \"index\": 1310}, {\"equity_curve\": 0.043, \"index\": 1311}, {\"equity_curve\": 0.043, \"index\": 1312}, {\"equity_curve\": 0.044, \"index\": 1313}, {\"equity_curve\": 0.045, \"index\": 1314}, {\"equity_curve\": 0.049, \"index\": 1315}, {\"equity_curve\": 0.045, \"index\": 1316}, {\"equity_curve\": 0.046, \"index\": 1317}, {\"equity_curve\": 0.046, \"index\": 1318}, {\"equity_curve\": 0.046, \"index\": 1319}, {\"equity_curve\": 0.044, \"index\": 1320}, {\"equity_curve\": 0.051, \"index\": 1321}, {\"equity_curve\": 0.051, \"index\": 1322}, {\"equity_curve\": 0.049, \"index\": 1323}, {\"equity_curve\": 0.047, \"index\": 1324}, {\"equity_curve\": 0.05, \"index\": 1325}, {\"equity_curve\": 0.046, \"index\": 1326}, {\"equity_curve\": 0.045, \"index\": 1327}, {\"equity_curve\": 0.048, \"index\": 1328}, {\"equity_curve\": 0.049, \"index\": 1329}, {\"equity_curve\": 0.048, \"index\": 1330}, {\"equity_curve\": 0.044, \"index\": 1331}, {\"equity_curve\": 0.041, \"index\": 1332}, {\"equity_curve\": 0.041, \"index\": 1333}, {\"equity_curve\": 0.044, \"index\": 1334}, {\"equity_curve\": 0.041, \"index\": 1335}, {\"equity_curve\": 0.04, \"index\": 1336}, {\"equity_curve\": 0.047, \"index\": 1337}, {\"equity_curve\": 0.048, \"index\": 1338}, {\"equity_curve\": 0.048, \"index\": 1339}, {\"equity_curve\": 0.048, \"index\": 1340}, {\"equity_curve\": 0.045, \"index\": 1341}, {\"equity_curve\": 0.043, \"index\": 1342}, {\"equity_curve\": 0.045, \"index\": 1343}, {\"equity_curve\": 0.046, \"index\": 1344}, {\"equity_curve\": 0.037, \"index\": 1345}, {\"equity_curve\": 0.029, \"index\": 1346}, {\"equity_curve\": 0.03, \"index\": 1347}, {\"equity_curve\": 0.03, \"index\": 1348}, {\"equity_curve\": 0.031, \"index\": 1349}, {\"equity_curve\": 0.032, \"index\": 1350}, {\"equity_curve\": 0.035, \"index\": 1351}, {\"equity_curve\": 0.032, \"index\": 1352}, {\"equity_curve\": 0.035, \"index\": 1353}, {\"equity_curve\": 0.035, \"index\": 1354}, {\"equity_curve\": 0.03, \"index\": 1355}, {\"equity_curve\": 0.03, \"index\": 1356}, {\"equity_curve\": 0.034, \"index\": 1357}, {\"equity_curve\": 0.032, \"index\": 1358}, {\"equity_curve\": 0.032, \"index\": 1359}, {\"equity_curve\": 0.033, \"index\": 1360}, {\"equity_curve\": 0.034, \"index\": 1361}, {\"equity_curve\": 0.041, \"index\": 1362}, {\"equity_curve\": 0.043, \"index\": 1363}, {\"equity_curve\": 0.042, \"index\": 1364}, {\"equity_curve\": 0.042, \"index\": 1365}, {\"equity_curve\": 0.042, \"index\": 1366}, {\"equity_curve\": 0.052, \"index\": 1367}, {\"equity_curve\": 0.047, \"index\": 1368}, {\"equity_curve\": 0.048, \"index\": 1369}, {\"equity_curve\": 0.047, \"index\": 1370}, {\"equity_curve\": 0.046, \"index\": 1371}, {\"equity_curve\": 0.046, \"index\": 1372}, {\"equity_curve\": 0.045, \"index\": 1373}, {\"equity_curve\": 0.045, \"index\": 1374}, {\"equity_curve\": 0.045, \"index\": 1375}, {\"equity_curve\": 0.047, \"index\": 1376}, {\"equity_curve\": 0.047, \"index\": 1377}, {\"equity_curve\": 0.048, \"index\": 1378}, {\"equity_curve\": 0.047, \"index\": 1379}, {\"equity_curve\": 0.048, \"index\": 1380}, {\"equity_curve\": 0.047, \"index\": 1381}, {\"equity_curve\": 0.052, \"index\": 1382}, {\"equity_curve\": 0.054, \"index\": 1383}, {\"equity_curve\": 0.055, \"index\": 1384}, {\"equity_curve\": 0.056, \"index\": 1385}, {\"equity_curve\": 0.054, \"index\": 1386}, {\"equity_curve\": 0.053, \"index\": 1387}, {\"equity_curve\": 0.052, \"index\": 1388}, {\"equity_curve\": 0.053, \"index\": 1389}, {\"equity_curve\": 0.053, \"index\": 1390}, {\"equity_curve\": 0.053, \"index\": 1391}, {\"equity_curve\": 0.058, \"index\": 1392}, {\"equity_curve\": 0.06, \"index\": 1393}, {\"equity_curve\": 0.057, \"index\": 1394}, {\"equity_curve\": 0.06, \"index\": 1395}, {\"equity_curve\": 0.059, \"index\": 1396}, {\"equity_curve\": 0.057, \"index\": 1397}, {\"equity_curve\": 0.058, \"index\": 1398}, {\"equity_curve\": 0.058, \"index\": 1399}, {\"equity_curve\": 0.058, \"index\": 1400}, {\"equity_curve\": 0.064, \"index\": 1401}, {\"equity_curve\": 0.06, \"index\": 1402}, {\"equity_curve\": 0.057, \"index\": 1403}, {\"equity_curve\": 0.061, \"index\": 1404}, {\"equity_curve\": 0.061, \"index\": 1405}, {\"equity_curve\": 0.059, \"index\": 1406}, {\"equity_curve\": 0.061, \"index\": 1407}, {\"equity_curve\": 0.063, \"index\": 1408}, {\"equity_curve\": 0.061, \"index\": 1409}, {\"equity_curve\": 0.059, \"index\": 1410}, {\"equity_curve\": 0.058, \"index\": 1411}, {\"equity_curve\": 0.058, \"index\": 1412}, {\"equity_curve\": 0.058, \"index\": 1413}, {\"equity_curve\": 0.057, \"index\": 1414}, {\"equity_curve\": 0.059, \"index\": 1415}, {\"equity_curve\": 0.059, \"index\": 1416}, {\"equity_curve\": 0.06, \"index\": 1417}, {\"equity_curve\": 0.059, \"index\": 1418}, {\"equity_curve\": 0.062, \"index\": 1419}, {\"equity_curve\": 0.059, \"index\": 1420}, {\"equity_curve\": 0.053, \"index\": 1421}, {\"equity_curve\": 0.052, \"index\": 1422}, {\"equity_curve\": 0.048, \"index\": 1423}, {\"equity_curve\": 0.046, \"index\": 1424}, {\"equity_curve\": 0.047, \"index\": 1425}, {\"equity_curve\": 0.047, \"index\": 1426}, {\"equity_curve\": 0.049, \"index\": 1427}, {\"equity_curve\": 0.045, \"index\": 1428}, {\"equity_curve\": 0.046, \"index\": 1429}, {\"equity_curve\": 0.047, \"index\": 1430}, {\"equity_curve\": 0.044, \"index\": 1431}, {\"equity_curve\": 0.044, \"index\": 1432}, {\"equity_curve\": 0.045, \"index\": 1433}, {\"equity_curve\": 0.045, \"index\": 1434}, {\"equity_curve\": 0.047, \"index\": 1435}, {\"equity_curve\": 0.047, \"index\": 1436}, {\"equity_curve\": 0.046, \"index\": 1437}, {\"equity_curve\": 0.047, \"index\": 1438}, {\"equity_curve\": 0.047, \"index\": 1439}, {\"equity_curve\": 0.045, \"index\": 1440}, {\"equity_curve\": 0.045, \"index\": 1441}, {\"equity_curve\": 0.045, \"index\": 1442}, {\"equity_curve\": 0.041, \"index\": 1443}, {\"equity_curve\": 0.043, \"index\": 1444}, {\"equity_curve\": 0.044, \"index\": 1445}, {\"equity_curve\": 0.045, \"index\": 1446}, {\"equity_curve\": 0.046, \"index\": 1447}, {\"equity_curve\": 0.046, \"index\": 1448}, {\"equity_curve\": 0.046, \"index\": 1449}, {\"equity_curve\": 0.046, \"index\": 1450}, {\"equity_curve\": 0.046, \"index\": 1451}, {\"equity_curve\": 0.047, \"index\": 1452}, {\"equity_curve\": 0.046, \"index\": 1453}, {\"equity_curve\": 0.044, \"index\": 1454}, {\"equity_curve\": 0.045, \"index\": 1455}, {\"equity_curve\": 0.046, \"index\": 1456}, {\"equity_curve\": 0.045, \"index\": 1457}, {\"equity_curve\": 0.045, \"index\": 1458}, {\"equity_curve\": 0.046, \"index\": 1459}, {\"equity_curve\": 0.047, \"index\": 1460}, {\"equity_curve\": 0.047, \"index\": 1461}, {\"equity_curve\": 0.045, \"index\": 1462}, {\"equity_curve\": 0.045, \"index\": 1463}, {\"equity_curve\": 0.041, \"index\": 1464}, {\"equity_curve\": 0.042, \"index\": 1465}, {\"equity_curve\": 0.04, \"index\": 1466}, {\"equity_curve\": 0.042, \"index\": 1467}, {\"equity_curve\": 0.043, \"index\": 1468}, {\"equity_curve\": 0.042, \"index\": 1469}, {\"equity_curve\": 0.044, \"index\": 1470}, {\"equity_curve\": 0.045, \"index\": 1471}, {\"equity_curve\": 0.048, \"index\": 1472}, {\"equity_curve\": 0.047, \"index\": 1473}, {\"equity_curve\": 0.041, \"index\": 1474}, {\"equity_curve\": 0.039, \"index\": 1475}, {\"equity_curve\": 0.04, \"index\": 1476}, {\"equity_curve\": 0.042, \"index\": 1477}, {\"equity_curve\": 0.042, \"index\": 1478}, {\"equity_curve\": 0.048, \"index\": 1479}, {\"equity_curve\": 0.043, \"index\": 1480}, {\"equity_curve\": 0.047, \"index\": 1481}, {\"equity_curve\": 0.044, \"index\": 1482}, {\"equity_curve\": 0.035, \"index\": 1483}, {\"equity_curve\": 0.036, \"index\": 1484}, {\"equity_curve\": 0.035, \"index\": 1485}, {\"equity_curve\": 0.038, \"index\": 1486}, {\"equity_curve\": 0.035, \"index\": 1487}, {\"equity_curve\": 0.034, \"index\": 1488}, {\"equity_curve\": 0.034, \"index\": 1489}, {\"equity_curve\": 0.036, \"index\": 1490}, {\"equity_curve\": 0.034, \"index\": 1491}, {\"equity_curve\": 0.038, \"index\": 1492}, {\"equity_curve\": 0.037, \"index\": 1493}, {\"equity_curve\": 0.037, \"index\": 1494}, {\"equity_curve\": 0.037, \"index\": 1495}, {\"equity_curve\": 0.038, \"index\": 1496}, {\"equity_curve\": 0.036, \"index\": 1497}, {\"equity_curve\": 0.037, \"index\": 1498}, {\"equity_curve\": 0.035, \"index\": 1499}, {\"equity_curve\": 0.034, \"index\": 1500}, {\"equity_curve\": 0.034, \"index\": 1501}, {\"equity_curve\": 0.037, \"index\": 1502}, {\"equity_curve\": 0.038, \"index\": 1503}, {\"equity_curve\": 0.042, \"index\": 1504}, {\"equity_curve\": 0.044, \"index\": 1505}, {\"equity_curve\": 0.044, \"index\": 1506}, {\"equity_curve\": 0.043, \"index\": 1507}, {\"equity_curve\": 0.041, \"index\": 1508}, {\"equity_curve\": 0.04, \"index\": 1509}, {\"equity_curve\": 0.039, \"index\": 1510}, {\"equity_curve\": 0.041, \"index\": 1511}, {\"equity_curve\": 0.039, \"index\": 1512}, {\"equity_curve\": 0.039, \"index\": 1513}, {\"equity_curve\": 0.045, \"index\": 1514}, {\"equity_curve\": 0.044, \"index\": 1515}, {\"equity_curve\": 0.047, \"index\": 1516}, {\"equity_curve\": 0.048, \"index\": 1517}, {\"equity_curve\": 0.051, \"index\": 1518}, {\"equity_curve\": 0.051, \"index\": 1519}, {\"equity_curve\": 0.05, \"index\": 1520}, {\"equity_curve\": 0.051, \"index\": 1521}, {\"equity_curve\": 0.05, \"index\": 1522}, {\"equity_curve\": 0.048, \"index\": 1523}, {\"equity_curve\": 0.049, \"index\": 1524}, {\"equity_curve\": 0.049, \"index\": 1525}, {\"equity_curve\": 0.047, \"index\": 1526}, {\"equity_curve\": 0.046, \"index\": 1527}, {\"equity_curve\": 0.053, \"index\": 1528}, {\"equity_curve\": 0.052, \"index\": 1529}, {\"equity_curve\": 0.052, \"index\": 1530}, {\"equity_curve\": 0.049, \"index\": 1531}, {\"equity_curve\": 0.046, \"index\": 1532}, {\"equity_curve\": 0.045, \"index\": 1533}, {\"equity_curve\": 0.044, \"index\": 1534}, {\"equity_curve\": 0.043, \"index\": 1535}, {\"equity_curve\": 0.043, \"index\": 1536}, {\"equity_curve\": 0.038, \"index\": 1537}, {\"equity_curve\": 0.041, \"index\": 1538}, {\"equity_curve\": 0.039, \"index\": 1539}, {\"equity_curve\": 0.037, \"index\": 1540}, {\"equity_curve\": 0.035, \"index\": 1541}, {\"equity_curve\": 0.038, \"index\": 1542}, {\"equity_curve\": 0.039, \"index\": 1543}, {\"equity_curve\": 0.042, \"index\": 1544}, {\"equity_curve\": 0.038, \"index\": 1545}, {\"equity_curve\": 0.039, \"index\": 1546}, {\"equity_curve\": 0.038, \"index\": 1547}, {\"equity_curve\": 0.04, \"index\": 1548}, {\"equity_curve\": 0.038, \"index\": 1549}, {\"equity_curve\": 0.032, \"index\": 1550}, {\"equity_curve\": 0.032, \"index\": 1551}, {\"equity_curve\": 0.029, \"index\": 1552}, {\"equity_curve\": 0.028, \"index\": 1553}, {\"equity_curve\": 0.027, \"index\": 1554}, {\"equity_curve\": 0.029, \"index\": 1555}, {\"equity_curve\": 0.029, \"index\": 1556}, {\"equity_curve\": 0.028, \"index\": 1557}, {\"equity_curve\": 0.027, \"index\": 1558}, {\"equity_curve\": 0.028, \"index\": 1559}, {\"equity_curve\": 0.03, \"index\": 1560}, {\"equity_curve\": 0.029, \"index\": 1561}, {\"equity_curve\": 0.028, \"index\": 1562}, {\"equity_curve\": 0.028, \"index\": 1563}, {\"equity_curve\": 0.028, \"index\": 1564}, {\"equity_curve\": 0.03, \"index\": 1565}, {\"equity_curve\": 0.027, \"index\": 1566}, {\"equity_curve\": 0.028, \"index\": 1567}, {\"equity_curve\": 0.026, \"index\": 1568}, {\"equity_curve\": 0.024, \"index\": 1569}, {\"equity_curve\": 0.024, \"index\": 1570}, {\"equity_curve\": 0.027, \"index\": 1571}, {\"equity_curve\": 0.028, \"index\": 1572}, {\"equity_curve\": 0.027, \"index\": 1573}, {\"equity_curve\": 0.026, \"index\": 1574}, {\"equity_curve\": 0.026, \"index\": 1575}, {\"equity_curve\": 0.025, \"index\": 1576}, {\"equity_curve\": 0.024, \"index\": 1577}, {\"equity_curve\": 0.026, \"index\": 1578}, {\"equity_curve\": 0.026, \"index\": 1579}, {\"equity_curve\": 0.022, \"index\": 1580}, {\"equity_curve\": 0.022, \"index\": 1581}, {\"equity_curve\": 0.021, \"index\": 1582}, {\"equity_curve\": 0.019, \"index\": 1583}, {\"equity_curve\": 0.02, \"index\": 1584}, {\"equity_curve\": 0.017, \"index\": 1585}, {\"equity_curve\": 0.017, \"index\": 1586}, {\"equity_curve\": 0.019, \"index\": 1587}, {\"equity_curve\": 0.014, \"index\": 1588}, {\"equity_curve\": 0.013, \"index\": 1589}, {\"equity_curve\": 0.01, \"index\": 1590}, {\"equity_curve\": 0.012, \"index\": 1591}, {\"equity_curve\": 0.013, \"index\": 1592}, {\"equity_curve\": 0.014, \"index\": 1593}, {\"equity_curve\": 0.015, \"index\": 1594}, {\"equity_curve\": 0.015, \"index\": 1595}, {\"equity_curve\": 0.014, \"index\": 1596}, {\"equity_curve\": 0.014, \"index\": 1597}, {\"equity_curve\": 0.013, \"index\": 1598}, {\"equity_curve\": 0.014, \"index\": 1599}, {\"equity_curve\": 0.015, \"index\": 1600}, {\"equity_curve\": 0.015, \"index\": 1601}, {\"equity_curve\": 0.017, \"index\": 1602}, {\"equity_curve\": 0.015, \"index\": 1603}, {\"equity_curve\": 0.015, \"index\": 1604}, {\"equity_curve\": 0.016, \"index\": 1605}, {\"equity_curve\": 0.017, \"index\": 1606}, {\"equity_curve\": 0.017, \"index\": 1607}, {\"equity_curve\": 0.017, \"index\": 1608}, {\"equity_curve\": 0.017, \"index\": 1609}, {\"equity_curve\": 0.018, \"index\": 1610}, {\"equity_curve\": 0.018, \"index\": 1611}, {\"equity_curve\": 0.016, \"index\": 1612}, {\"equity_curve\": 0.015, \"index\": 1613}, {\"equity_curve\": 0.015, \"index\": 1614}, {\"equity_curve\": 0.015, \"index\": 1615}, {\"equity_curve\": 0.016, \"index\": 1616}, {\"equity_curve\": 0.016, \"index\": 1617}, {\"equity_curve\": 0.015, \"index\": 1618}, {\"equity_curve\": 0.015, \"index\": 1619}, {\"equity_curve\": 0.013, \"index\": 1620}, {\"equity_curve\": 0.015, \"index\": 1621}, {\"equity_curve\": 0.015, \"index\": 1622}, {\"equity_curve\": 0.013, \"index\": 1623}, {\"equity_curve\": 0.015, \"index\": 1624}, {\"equity_curve\": 0.015, \"index\": 1625}, {\"equity_curve\": 0.016, \"index\": 1626}, {\"equity_curve\": 0.015, \"index\": 1627}, {\"equity_curve\": 0.015, \"index\": 1628}, {\"equity_curve\": 0.014, \"index\": 1629}, {\"equity_curve\": 0.014, \"index\": 1630}, {\"equity_curve\": 0.015, \"index\": 1631}, {\"equity_curve\": 0.015, \"index\": 1632}, {\"equity_curve\": 0.013, \"index\": 1633}, {\"equity_curve\": 0.014, \"index\": 1634}, {\"equity_curve\": 0.012, \"index\": 1635}, {\"equity_curve\": 0.015, \"index\": 1636}, {\"equity_curve\": 0.016, \"index\": 1637}, {\"equity_curve\": 0.015, \"index\": 1638}, {\"equity_curve\": 0.014, \"index\": 1639}, {\"equity_curve\": 0.015, \"index\": 1640}, {\"equity_curve\": 0.016, \"index\": 1641}, {\"equity_curve\": 0.013, \"index\": 1642}, {\"equity_curve\": 0.006, \"index\": 1643}, {\"equity_curve\": 0.004, \"index\": 1644}, {\"equity_curve\": 0.004, \"index\": 1645}, {\"equity_curve\": 0.008, \"index\": 1646}, {\"equity_curve\": 0.01, \"index\": 1647}, {\"equity_curve\": 0.003, \"index\": 1648}, {\"equity_curve\": -0.005, \"index\": 1649}, {\"equity_curve\": -0.007, \"index\": 1650}, {\"equity_curve\": -0.006, \"index\": 1651}, {\"equity_curve\": -0.009, \"index\": 1652}, {\"equity_curve\": -0.005, \"index\": 1653}, {\"equity_curve\": -0.005, \"index\": 1654}, {\"equity_curve\": -0.007, \"index\": 1655}, {\"equity_curve\": -0.003, \"index\": 1656}, {\"equity_curve\": -0.001, \"index\": 1657}, {\"equity_curve\": -0.002, \"index\": 1658}, {\"equity_curve\": -0.004, \"index\": 1659}, {\"equity_curve\": -0.006, \"index\": 1660}, {\"equity_curve\": -0.006, \"index\": 1661}, {\"equity_curve\": -0.009, \"index\": 1662}, {\"equity_curve\": -0.003, \"index\": 1663}, {\"equity_curve\": -0.004, \"index\": 1664}, {\"equity_curve\": -0.007, \"index\": 1665}, {\"equity_curve\": -0.007, \"index\": 1666}, {\"equity_curve\": -0.009, \"index\": 1667}, {\"equity_curve\": -0.012, \"index\": 1668}, {\"equity_curve\": -0.015, \"index\": 1669}, {\"equity_curve\": -0.01, \"index\": 1670}, {\"equity_curve\": -0.011, \"index\": 1671}, {\"equity_curve\": -0.009, \"index\": 1672}, {\"equity_curve\": -0.006, \"index\": 1673}, {\"equity_curve\": -0.007, \"index\": 1674}, {\"equity_curve\": -0.007, \"index\": 1675}, {\"equity_curve\": -0.008, \"index\": 1676}, {\"equity_curve\": -0.008, \"index\": 1677}, {\"equity_curve\": -0.008, \"index\": 1678}, {\"equity_curve\": -0.008, \"index\": 1679}, {\"equity_curve\": -0.008, \"index\": 1680}, {\"equity_curve\": -0.011, \"index\": 1681}, {\"equity_curve\": -0.009, \"index\": 1682}, {\"equity_curve\": -0.009, \"index\": 1683}, {\"equity_curve\": -0.017, \"index\": 1684}, {\"equity_curve\": -0.019, \"index\": 1685}, {\"equity_curve\": -0.02, \"index\": 1686}, {\"equity_curve\": -0.017, \"index\": 1687}, {\"equity_curve\": -0.018, \"index\": 1688}, {\"equity_curve\": -0.018, \"index\": 1689}, {\"equity_curve\": -0.02, \"index\": 1690}, {\"equity_curve\": -0.018, \"index\": 1691}, {\"equity_curve\": -0.016, \"index\": 1692}, {\"equity_curve\": -0.019, \"index\": 1693}, {\"equity_curve\": -0.023, \"index\": 1694}, {\"equity_curve\": -0.018, \"index\": 1695}, {\"equity_curve\": -0.022, \"index\": 1696}, {\"equity_curve\": -0.022, \"index\": 1697}, {\"equity_curve\": -0.022, \"index\": 1698}, {\"equity_curve\": -0.022, \"index\": 1699}, {\"equity_curve\": -0.021, \"index\": 1700}, {\"equity_curve\": -0.019, \"index\": 1701}, {\"equity_curve\": -0.018, \"index\": 1702}, {\"equity_curve\": -0.018, \"index\": 1703}, {\"equity_curve\": -0.02, \"index\": 1704}, {\"equity_curve\": -0.012, \"index\": 1705}, {\"equity_curve\": -0.009, \"index\": 1706}, {\"equity_curve\": -0.006, \"index\": 1707}, {\"equity_curve\": -0.006, \"index\": 1708}, {\"equity_curve\": -0.007, \"index\": 1709}, {\"equity_curve\": -0.009, \"index\": 1710}, {\"equity_curve\": -0.008, \"index\": 1711}, {\"equity_curve\": -0.01, \"index\": 1712}, {\"equity_curve\": -0.01, \"index\": 1713}, {\"equity_curve\": -0.01, \"index\": 1714}, {\"equity_curve\": -0.012, \"index\": 1715}, {\"equity_curve\": -0.016, \"index\": 1716}, {\"equity_curve\": -0.014, \"index\": 1717}, {\"equity_curve\": -0.017, \"index\": 1718}, {\"equity_curve\": -0.024, \"index\": 1719}, {\"equity_curve\": -0.024, \"index\": 1720}, {\"equity_curve\": -0.026, \"index\": 1721}, {\"equity_curve\": -0.024, \"index\": 1722}, {\"equity_curve\": -0.024, \"index\": 1723}, {\"equity_curve\": -0.025, \"index\": 1724}, {\"equity_curve\": -0.025, \"index\": 1725}, {\"equity_curve\": -0.027, \"index\": 1726}, {\"equity_curve\": -0.029, \"index\": 1727}, {\"equity_curve\": -0.03, \"index\": 1728}, {\"equity_curve\": -0.026, \"index\": 1729}, {\"equity_curve\": -0.026, \"index\": 1730}, {\"equity_curve\": -0.032, \"index\": 1731}, {\"equity_curve\": -0.051, \"index\": 1732}, {\"equity_curve\": -0.043, \"index\": 1733}, {\"equity_curve\": -0.039, \"index\": 1734}, {\"equity_curve\": -0.041, \"index\": 1735}, {\"equity_curve\": -0.039, \"index\": 1736}, {\"equity_curve\": -0.039, \"index\": 1737}, {\"equity_curve\": -0.043, \"index\": 1738}, {\"equity_curve\": -0.038, \"index\": 1739}, {\"equity_curve\": -0.04, \"index\": 1740}, {\"equity_curve\": -0.041, \"index\": 1741}, {\"equity_curve\": -0.041, \"index\": 1742}, {\"equity_curve\": -0.043, \"index\": 1743}, {\"equity_curve\": -0.044, \"index\": 1744}, {\"equity_curve\": -0.043, \"index\": 1745}, {\"equity_curve\": -0.044, \"index\": 1746}, {\"equity_curve\": -0.041, \"index\": 1747}, {\"equity_curve\": -0.041, \"index\": 1748}, {\"equity_curve\": -0.048, \"index\": 1749}, {\"equity_curve\": -0.045, \"index\": 1750}, {\"equity_curve\": -0.043, \"index\": 1751}, {\"equity_curve\": -0.041, \"index\": 1752}, {\"equity_curve\": -0.033, \"index\": 1753}, {\"equity_curve\": -0.031, \"index\": 1754}, {\"equity_curve\": -0.027, \"index\": 1755}, {\"equity_curve\": -0.031, \"index\": 1756}, {\"equity_curve\": -0.03, \"index\": 1757}, {\"equity_curve\": -0.035, \"index\": 1758}, {\"equity_curve\": -0.034, \"index\": 1759}, {\"equity_curve\": -0.032, \"index\": 1760}, {\"equity_curve\": -0.031, \"index\": 1761}, {\"equity_curve\": -0.03, \"index\": 1762}, {\"equity_curve\": -0.03, \"index\": 1763}, {\"equity_curve\": -0.032, \"index\": 1764}, {\"equity_curve\": -0.033, \"index\": 1765}, {\"equity_curve\": -0.031, \"index\": 1766}, {\"equity_curve\": -0.03, \"index\": 1767}, {\"equity_curve\": -0.031, \"index\": 1768}, {\"equity_curve\": -0.031, \"index\": 1769}, {\"equity_curve\": -0.033, \"index\": 1770}, {\"equity_curve\": -0.034, \"index\": 1771}, {\"equity_curve\": -0.034, \"index\": 1772}, {\"equity_curve\": -0.032, \"index\": 1773}, {\"equity_curve\": -0.033, \"index\": 1774}, {\"equity_curve\": -0.033, \"index\": 1775}, {\"equity_curve\": -0.033, \"index\": 1776}, {\"equity_curve\": -0.034, \"index\": 1777}, {\"equity_curve\": -0.033, \"index\": 1778}, {\"equity_curve\": -0.033, \"index\": 1779}, {\"equity_curve\": -0.033, \"index\": 1780}, {\"equity_curve\": -0.032, \"index\": 1781}, {\"equity_curve\": -0.033, \"index\": 1782}, {\"equity_curve\": -0.033, \"index\": 1783}, {\"equity_curve\": -0.032, \"index\": 1784}, {\"equity_curve\": -0.031, \"index\": 1785}, {\"equity_curve\": -0.031, \"index\": 1786}, {\"equity_curve\": -0.031, \"index\": 1787}, {\"equity_curve\": -0.033, \"index\": 1788}, {\"equity_curve\": -0.032, \"index\": 1789}, {\"equity_curve\": -0.032, \"index\": 1790}, {\"equity_curve\": -0.033, \"index\": 1791}, {\"equity_curve\": -0.033, \"index\": 1792}, {\"equity_curve\": -0.033, \"index\": 1793}, {\"equity_curve\": -0.032, \"index\": 1794}, {\"equity_curve\": -0.032, \"index\": 1795}, {\"equity_curve\": -0.032, \"index\": 1796}, {\"equity_curve\": -0.033, \"index\": 1797}, {\"equity_curve\": -0.033, \"index\": 1798}, {\"equity_curve\": -0.033, \"index\": 1799}, {\"equity_curve\": -0.031, \"index\": 1800}, {\"equity_curve\": -0.033, \"index\": 1801}, {\"equity_curve\": -0.031, \"index\": 1802}, {\"equity_curve\": -0.029, \"index\": 1803}, {\"equity_curve\": -0.029, \"index\": 1804}, {\"equity_curve\": -0.029, \"index\": 1805}, {\"equity_curve\": -0.028, \"index\": 1806}, {\"equity_curve\": -0.024, \"index\": 1807}, {\"equity_curve\": -0.024, \"index\": 1808}, {\"equity_curve\": -0.015, \"index\": 1809}, {\"equity_curve\": -0.017, \"index\": 1810}, {\"equity_curve\": -0.016, \"index\": 1811}, {\"equity_curve\": -0.02, \"index\": 1812}, {\"equity_curve\": -0.02, \"index\": 1813}, {\"equity_curve\": -0.019, \"index\": 1814}, {\"equity_curve\": -0.02, \"index\": 1815}, {\"equity_curve\": -0.02, \"index\": 1816}, {\"equity_curve\": -0.021, \"index\": 1817}, {\"equity_curve\": -0.019, \"index\": 1818}, {\"equity_curve\": -0.017, \"index\": 1819}, {\"equity_curve\": -0.017, \"index\": 1820}, {\"equity_curve\": -0.017, \"index\": 1821}, {\"equity_curve\": -0.017, \"index\": 1822}, {\"equity_curve\": -0.018, \"index\": 1823}, {\"equity_curve\": -0.007, \"index\": 1824}, {\"equity_curve\": -0.014, \"index\": 1825}, {\"equity_curve\": -0.012, \"index\": 1826}, {\"equity_curve\": -0.014, \"index\": 1827}, {\"equity_curve\": -0.01, \"index\": 1828}, {\"equity_curve\": -0.01, \"index\": 1829}, {\"equity_curve\": -0.008, \"index\": 1830}, {\"equity_curve\": -0.008, \"index\": 1831}, {\"equity_curve\": -0.009, \"index\": 1832}, {\"equity_curve\": -0.009, \"index\": 1833}, {\"equity_curve\": -0.007, \"index\": 1834}, {\"equity_curve\": -0.006, \"index\": 1835}, {\"equity_curve\": -0.006, \"index\": 1836}, {\"equity_curve\": -0.006, \"index\": 1837}, {\"equity_curve\": -0.007, \"index\": 1838}, {\"equity_curve\": -0.009, \"index\": 1839}, {\"equity_curve\": -0.011, \"index\": 1840}, {\"equity_curve\": -0.011, \"index\": 1841}, {\"equity_curve\": -0.013, \"index\": 1842}, {\"equity_curve\": -0.015, \"index\": 1843}, {\"equity_curve\": -0.021, \"index\": 1844}, {\"equity_curve\": -0.02, \"index\": 1845}, {\"equity_curve\": -0.018, \"index\": 1846}, {\"equity_curve\": -0.019, \"index\": 1847}, {\"equity_curve\": -0.015, \"index\": 1848}, {\"equity_curve\": -0.017, \"index\": 1849}, {\"equity_curve\": -0.021, \"index\": 1850}, {\"equity_curve\": -0.024, \"index\": 1851}, {\"equity_curve\": -0.02, \"index\": 1852}, {\"equity_curve\": -0.024, \"index\": 1853}, {\"equity_curve\": -0.03, \"index\": 1854}, {\"equity_curve\": -0.032, \"index\": 1855}, {\"equity_curve\": -0.036, \"index\": 1856}, {\"equity_curve\": -0.038, \"index\": 1857}, {\"equity_curve\": -0.037, \"index\": 1858}, {\"equity_curve\": -0.036, \"index\": 1859}, {\"equity_curve\": -0.033, \"index\": 1860}, {\"equity_curve\": -0.031, \"index\": 1861}, {\"equity_curve\": -0.031, \"index\": 1862}, {\"equity_curve\": -0.03, \"index\": 1863}, {\"equity_curve\": -0.028, \"index\": 1864}, {\"equity_curve\": -0.031, \"index\": 1865}, {\"equity_curve\": -0.028, \"index\": 1866}, {\"equity_curve\": -0.015, \"index\": 1867}, {\"equity_curve\": -0.017, \"index\": 1868}, {\"equity_curve\": -0.016, \"index\": 1869}, {\"equity_curve\": -0.012, \"index\": 1870}, {\"equity_curve\": -0.009, \"index\": 1871}, {\"equity_curve\": -0.005, \"index\": 1872}, {\"equity_curve\": -0.009, \"index\": 1873}, {\"equity_curve\": -0.01, \"index\": 1874}, {\"equity_curve\": -0.009, \"index\": 1875}, {\"equity_curve\": -0.016, \"index\": 1876}, {\"equity_curve\": -0.012, \"index\": 1877}, {\"equity_curve\": -0.013, \"index\": 1878}, {\"equity_curve\": -0.013, \"index\": 1879}, {\"equity_curve\": -0.012, \"index\": 1880}, {\"equity_curve\": -0.011, \"index\": 1881}, {\"equity_curve\": -0.003, \"index\": 1882}, {\"equity_curve\": -0.002, \"index\": 1883}, {\"equity_curve\": -0.001, \"index\": 1884}, {\"equity_curve\": 0.0, \"index\": 1885}, {\"equity_curve\": 0.0, \"index\": 1886}, {\"equity_curve\": -0.0, \"index\": 1887}, {\"equity_curve\": -0.003, \"index\": 1888}, {\"equity_curve\": -0.0, \"index\": 1889}, {\"equity_curve\": -0.002, \"index\": 1890}, {\"equity_curve\": -0.0, \"index\": 1891}, {\"equity_curve\": 0.001, \"index\": 1892}, {\"equity_curve\": -0.001, \"index\": 1893}, {\"equity_curve\": 0.001, \"index\": 1894}, {\"equity_curve\": 0.006, \"index\": 1895}, {\"equity_curve\": 0.004, \"index\": 1896}, {\"equity_curve\": -0.002, \"index\": 1897}, {\"equity_curve\": 0.007, \"index\": 1898}, {\"equity_curve\": 0.008, \"index\": 1899}, {\"equity_curve\": 0.01, \"index\": 1900}, {\"equity_curve\": 0.015, \"index\": 1901}, {\"equity_curve\": 0.012, \"index\": 1902}, {\"equity_curve\": 0.014, \"index\": 1903}, {\"equity_curve\": 0.01, \"index\": 1904}, {\"equity_curve\": 0.01, \"index\": 1905}, {\"equity_curve\": 0.013, \"index\": 1906}, {\"equity_curve\": 0.01, \"index\": 1907}, {\"equity_curve\": 0.007, \"index\": 1908}, {\"equity_curve\": 0.01, \"index\": 1909}, {\"equity_curve\": 0.01, \"index\": 1910}, {\"equity_curve\": 0.009, \"index\": 1911}, {\"equity_curve\": 0.008, \"index\": 1912}, {\"equity_curve\": 0.008, \"index\": 1913}, {\"equity_curve\": 0.006, \"index\": 1914}, {\"equity_curve\": 0.009, \"index\": 1915}, {\"equity_curve\": 0.007, \"index\": 1916}, {\"equity_curve\": 0.008, \"index\": 1917}, {\"equity_curve\": 0.007, \"index\": 1918}, {\"equity_curve\": 0.007, \"index\": 1919}, {\"equity_curve\": 0.007, \"index\": 1920}, {\"equity_curve\": 0.012, \"index\": 1921}, {\"equity_curve\": 0.0, \"index\": 1922}, {\"equity_curve\": -0.002, \"index\": 1923}, {\"equity_curve\": -0.006, \"index\": 1924}, {\"equity_curve\": -0.002, \"index\": 1925}, {\"equity_curve\": -0.003, \"index\": 1926}, {\"equity_curve\": -0.005, \"index\": 1927}, {\"equity_curve\": -0.006, \"index\": 1928}, {\"equity_curve\": -0.005, \"index\": 1929}, {\"equity_curve\": -0.007, \"index\": 1930}, {\"equity_curve\": -0.007, \"index\": 1931}, {\"equity_curve\": -0.01, \"index\": 1932}, {\"equity_curve\": -0.01, \"index\": 1933}, {\"equity_curve\": -0.006, \"index\": 1934}, {\"equity_curve\": -0.008, \"index\": 1935}, {\"equity_curve\": -0.008, \"index\": 1936}, {\"equity_curve\": -0.009, \"index\": 1937}, {\"equity_curve\": -0.01, \"index\": 1938}, {\"equity_curve\": -0.01, \"index\": 1939}, {\"equity_curve\": -0.011, \"index\": 1940}, {\"equity_curve\": -0.012, \"index\": 1941}, {\"equity_curve\": -0.013, \"index\": 1942}, {\"equity_curve\": -0.013, \"index\": 1943}, {\"equity_curve\": -0.009, \"index\": 1944}, {\"equity_curve\": -0.006, \"index\": 1945}, {\"equity_curve\": -0.008, \"index\": 1946}, {\"equity_curve\": -0.008, \"index\": 1947}, {\"equity_curve\": -0.008, \"index\": 1948}, {\"equity_curve\": -0.01, \"index\": 1949}, {\"equity_curve\": -0.006, \"index\": 1950}, {\"equity_curve\": -0.006, \"index\": 1951}, {\"equity_curve\": -0.003, \"index\": 1952}, {\"equity_curve\": -0.004, \"index\": 1953}, {\"equity_curve\": -0.003, \"index\": 1954}, {\"equity_curve\": -0.005, \"index\": 1955}, {\"equity_curve\": -0.003, \"index\": 1956}, {\"equity_curve\": 0.011, \"index\": 1957}, {\"equity_curve\": 0.013, \"index\": 1958}, {\"equity_curve\": 0.024, \"index\": 1959}, {\"equity_curve\": 0.025, \"index\": 1960}, {\"equity_curve\": 0.024, \"index\": 1961}, {\"equity_curve\": 0.022, \"index\": 1962}, {\"equity_curve\": 0.021, \"index\": 1963}, {\"equity_curve\": 0.008, \"index\": 1964}, {\"equity_curve\": 0.008, \"index\": 1965}, {\"equity_curve\": 0.011, \"index\": 1966}, {\"equity_curve\": 0.014, \"index\": 1967}, {\"equity_curve\": 0.015, \"index\": 1968}, {\"equity_curve\": 0.014, \"index\": 1969}, {\"equity_curve\": 0.012, \"index\": 1970}, {\"equity_curve\": 0.016, \"index\": 1971}, {\"equity_curve\": 0.017, \"index\": 1972}, {\"equity_curve\": 0.017, \"index\": 1973}, {\"equity_curve\": 0.014, \"index\": 1974}, {\"equity_curve\": 0.014, \"index\": 1975}, {\"equity_curve\": 0.015, \"index\": 1976}, {\"equity_curve\": 0.019, \"index\": 1977}, {\"equity_curve\": 0.017, \"index\": 1978}, {\"equity_curve\": 0.016, \"index\": 1979}, {\"equity_curve\": 0.021, \"index\": 1980}, {\"equity_curve\": 0.021, \"index\": 1981}, {\"equity_curve\": 0.018, \"index\": 1982}, {\"equity_curve\": 0.016, \"index\": 1983}, {\"equity_curve\": 0.016, \"index\": 1984}, {\"equity_curve\": 0.019, \"index\": 1985}, {\"equity_curve\": 0.024, \"index\": 1986}, {\"equity_curve\": 0.028, \"index\": 1987}, {\"equity_curve\": 0.027, \"index\": 1988}, {\"equity_curve\": 0.027, \"index\": 1989}, {\"equity_curve\": 0.029, \"index\": 1990}, {\"equity_curve\": 0.031, \"index\": 1991}, {\"equity_curve\": 0.028, \"index\": 1992}, {\"equity_curve\": 0.031, \"index\": 1993}, {\"equity_curve\": 0.035, \"index\": 1994}, {\"equity_curve\": 0.031, \"index\": 1995}, {\"equity_curve\": 0.033, \"index\": 1996}, {\"equity_curve\": 0.039, \"index\": 1997}, {\"equity_curve\": 0.044, \"index\": 1998}, {\"equity_curve\": 0.042, \"index\": 1999}, {\"equity_curve\": 0.042, \"index\": 2000}, {\"equity_curve\": 0.041, \"index\": 2001}, {\"equity_curve\": 0.038, \"index\": 2002}, {\"equity_curve\": 0.04, \"index\": 2003}, {\"equity_curve\": 0.038, \"index\": 2004}, {\"equity_curve\": 0.035, \"index\": 2005}, {\"equity_curve\": 0.035, \"index\": 2006}, {\"equity_curve\": 0.037, \"index\": 2007}, {\"equity_curve\": 0.036, \"index\": 2008}, {\"equity_curve\": 0.032, \"index\": 2009}, {\"equity_curve\": 0.03, \"index\": 2010}, {\"equity_curve\": 0.032, \"index\": 2011}, {\"equity_curve\": 0.033, \"index\": 2012}, {\"equity_curve\": 0.035, \"index\": 2013}, {\"equity_curve\": 0.036, \"index\": 2014}, {\"equity_curve\": 0.04, \"index\": 2015}, {\"equity_curve\": 0.048, \"index\": 2016}, {\"equity_curve\": 0.039, \"index\": 2017}, {\"equity_curve\": 0.032, \"index\": 2018}, {\"equity_curve\": 0.03, \"index\": 2019}, {\"equity_curve\": 0.026, \"index\": 2020}, {\"equity_curve\": 0.024, \"index\": 2021}, {\"equity_curve\": 0.03, \"index\": 2022}, {\"equity_curve\": 0.028, \"index\": 2023}, {\"equity_curve\": 0.028, \"index\": 2024}, {\"equity_curve\": 0.028, \"index\": 2025}, {\"equity_curve\": 0.023, \"index\": 2026}, {\"equity_curve\": 0.028, \"index\": 2027}, {\"equity_curve\": 0.027, \"index\": 2028}, {\"equity_curve\": 0.028, \"index\": 2029}, {\"equity_curve\": 0.023, \"index\": 2030}, {\"equity_curve\": 0.027, \"index\": 2031}, {\"equity_curve\": 0.031, \"index\": 2032}, {\"equity_curve\": 0.035, \"index\": 2033}, {\"equity_curve\": 0.036, \"index\": 2034}, {\"equity_curve\": 0.043, \"index\": 2035}, {\"equity_curve\": 0.041, \"index\": 2036}, {\"equity_curve\": 0.045, \"index\": 2037}, {\"equity_curve\": 0.045, \"index\": 2038}, {\"equity_curve\": 0.043, \"index\": 2039}, {\"equity_curve\": 0.043, \"index\": 2040}, {\"equity_curve\": 0.041, \"index\": 2041}, {\"equity_curve\": 0.04, \"index\": 2042}, {\"equity_curve\": 0.047, \"index\": 2043}, {\"equity_curve\": 0.039, \"index\": 2044}, {\"equity_curve\": 0.043, \"index\": 2045}, {\"equity_curve\": 0.043, \"index\": 2046}, {\"equity_curve\": 0.039, \"index\": 2047}, {\"equity_curve\": 0.042, \"index\": 2048}, {\"equity_curve\": 0.043, \"index\": 2049}, {\"equity_curve\": 0.044, \"index\": 2050}, {\"equity_curve\": 0.04, \"index\": 2051}, {\"equity_curve\": 0.038, \"index\": 2052}, {\"equity_curve\": 0.03, \"index\": 2053}, {\"equity_curve\": 0.034, \"index\": 2054}, {\"equity_curve\": 0.033, \"index\": 2055}, {\"equity_curve\": 0.033, \"index\": 2056}, {\"equity_curve\": 0.031, \"index\": 2057}, {\"equity_curve\": 0.031, \"index\": 2058}, {\"equity_curve\": 0.026, \"index\": 2059}, {\"equity_curve\": 0.03, \"index\": 2060}, {\"equity_curve\": 0.027, \"index\": 2061}, {\"equity_curve\": 0.023, \"index\": 2062}, {\"equity_curve\": 0.016, \"index\": 2063}, {\"equity_curve\": 0.025, \"index\": 2064}, {\"equity_curve\": 0.016, \"index\": 2065}, {\"equity_curve\": 0.015, \"index\": 2066}, {\"equity_curve\": 0.004, \"index\": 2067}, {\"equity_curve\": 0.013, \"index\": 2068}, {\"equity_curve\": 0.016, \"index\": 2069}, {\"equity_curve\": 0.019, \"index\": 2070}, {\"equity_curve\": 0.02, \"index\": 2071}, {\"equity_curve\": 0.023, \"index\": 2072}, {\"equity_curve\": 0.021, \"index\": 2073}, {\"equity_curve\": 0.021, \"index\": 2074}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 2074}]}, {\"name\": \"source_0_y_domain_equity_curve\", \"values\": [{\"min\": -0.051, \"max\": 0.096}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve\\\": format(datum[\\\"equity_curve\\\"], \\\"\\\")}\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"stroke\": {\"value\": \"#4c78a8\"}, \"y\": {\"field\": \"equity_curve\", \"scale\": \"y\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve\\\"]) && isFinite(+datum[\\\"equity_curve\\\"])\"}}}, \"style\": [\"line\"], \"clip\": true, \"interactive\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"zero\": false, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}, \"nice\": true}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve\\\"]\"}, \"zero\": true}], \"axes\": [{\"scale\": \"x\", \"ticks\": false, \"labels\": false, \"maxExtent\": 0, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"domain\": false, \"orient\": \"bottom\", \"grid\": true, \"gridScale\": \"y\", \"aria\": false, \"minExtent\": 0, \"zindex\": 0}, {\"scale\": \"y\", \"grid\": true, \"ticks\": false, \"orient\": \"left\", \"zindex\": 0, \"labels\": false, \"domain\": false, \"aria\": false, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"maxExtent\": 0, \"minExtent\": 0, \"gridScale\": \"x\"}, {\"scale\": \"x\", \"labelFlush\": true, \"title\": \"index\", \"labelOverlap\": true, \"grid\": false, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"orient\": \"bottom\", \"zindex\": 0}, {\"scale\": \"y\", \"grid\": false, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"zindex\": 0, \"labelOverlap\": true, \"title\": \"equity_curve\", \"orient\": \"left\"}], \"title\": {\"text\": \"equity_curve\", \"frame\": \"group\"}, \"width\": 800, \"padding\": 5, \"height\": 400, \"background\": \"white\", \"style\": \"cell\"}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.plot_column(trade_results, 'equity_curve')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43ce785d",
   "metadata": {},
   "source": [
    "This model is not profitable, looking at the graph above equity curve hovers around 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "130a4c78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (2_075, 7)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>y_hat</th><th>y</th><th>is_won</th><th>signal</th><th>trade_log_return</th><th>equity_curve</th><th>drawdown_log</th></tr><tr><td>f32</td><td>f32</td><td>bool</td><td>f32</td><td>f32</td><td>f32</td><td>f32</td></tr></thead><tbody><tr><td>0.000096</td><td>0.007435</td><td>true</td><td>1.0</td><td>0.007435</td><td>0.007435</td><td>0.0</td></tr><tr><td>-0.000267</td><td>-0.017844</td><td>true</td><td>-1.0</td><td>0.017844</td><td>0.025279</td><td>0.0</td></tr><tr><td>0.001095</td><td>0.003558</td><td>true</td><td>1.0</td><td>0.003558</td><td>0.028837</td><td>0.0</td></tr><tr><td>-0.000058</td><td>0.006874</td><td>false</td><td>-1.0</td><td>-0.006874</td><td>0.021963</td><td>-0.006874</td></tr><tr><td>-0.000237</td><td>0.001873</td><td>false</td><td>-1.0</td><td>-0.001873</td><td>0.02009</td><td>-0.008747</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>0.000275</td><td>0.002465</td><td>true</td><td>1.0</td><td>0.002465</td><td>0.018513</td><td>-0.077479</td></tr><tr><td>8.6137e-7</td><td>0.001222</td><td>true</td><td>1.0</td><td>0.001222</td><td>0.019735</td><td>-0.076257</td></tr><tr><td>0.000068</td><td>0.002989</td><td>true</td><td>1.0</td><td>0.002989</td><td>0.022724</td><td>-0.073268</td></tr><tr><td>-0.000027</td><td>0.001742</td><td>false</td><td>-1.0</td><td>-0.001742</td><td>0.020982</td><td>-0.07501</td></tr><tr><td>0.00004</td><td>-0.000331</td><td>false</td><td>1.0</td><td>-0.000331</td><td>0.020651</td><td>-0.075341</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (2_075, 7)\n",
       "┌───────────┬───────────┬────────┬────────┬──────────────────┬──────────────┬──────────────┐\n",
       "│ y_hat     ┆ y         ┆ is_won ┆ signal ┆ trade_log_return ┆ equity_curve ┆ drawdown_log │\n",
       "│ ---       ┆ ---       ┆ ---    ┆ ---    ┆ ---              ┆ ---          ┆ ---          │\n",
       "│ f32       ┆ f32       ┆ bool   ┆ f32    ┆ f32              ┆ f32          ┆ f32          │\n",
       "╞═══════════╪═══════════╪════════╪════════╪══════════════════╪══════════════╪══════════════╡\n",
       "│ 0.000096  ┆ 0.007435  ┆ true   ┆ 1.0    ┆ 0.007435         ┆ 0.007435     ┆ 0.0          │\n",
       "│ -0.000267 ┆ -0.017844 ┆ true   ┆ -1.0   ┆ 0.017844         ┆ 0.025279     ┆ 0.0          │\n",
       "│ 0.001095  ┆ 0.003558  ┆ true   ┆ 1.0    ┆ 0.003558         ┆ 0.028837     ┆ 0.0          │\n",
       "│ -0.000058 ┆ 0.006874  ┆ false  ┆ -1.0   ┆ -0.006874        ┆ 0.021963     ┆ -0.006874    │\n",
       "│ -0.000237 ┆ 0.001873  ┆ false  ┆ -1.0   ┆ -0.001873        ┆ 0.02009      ┆ -0.008747    │\n",
       "│ …         ┆ …         ┆ …      ┆ …      ┆ …                ┆ …            ┆ …            │\n",
       "│ 0.000275  ┆ 0.002465  ┆ true   ┆ 1.0    ┆ 0.002465         ┆ 0.018513     ┆ -0.077479    │\n",
       "│ 8.6137e-7 ┆ 0.001222  ┆ true   ┆ 1.0    ┆ 0.001222         ┆ 0.019735     ┆ -0.076257    │\n",
       "│ 0.000068  ┆ 0.002989  ┆ true   ┆ 1.0    ┆ 0.002989         ┆ 0.022724     ┆ -0.073268    │\n",
       "│ -0.000027 ┆ 0.001742  ┆ false  ┆ -1.0   ┆ -0.001742        ┆ 0.020982     ┆ -0.07501     │\n",
       "│ 0.00004   ┆ -0.000331 ┆ false  ┆ 1.0    ┆ -0.000331        ┆ 0.020651     ┆ -0.075341    │\n",
       "└───────────┴───────────┴────────┴────────┴──────────────────┴──────────────┴──────────────┘"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trade_results = trade_results.with_columns(\n",
    "    (pl.col('equity_curve')-pl.col('equity_curve').cum_max()).alias('drawdown_log')\n",
    ")\n",
    "trade_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "d14e3e51",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.14714771509170532"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max_drawdown_log = trade_results['drawdown_log'].min()\n",
    "max_drawdown_log"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "5ee38ca6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(-0.13683353471475834)"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "drawdown_pct = np.exp(max_drawdown_log) - 1\n",
    "drawdown_pct"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "6356479d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(-136.83353471475834)"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "equity_peak = 1000\n",
    "equity_peak * drawdown_pct"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "a9cf28aa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.4959036144578313"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "win_rate = trade_results['is_won'].mean()\n",
    "win_rate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "c43c8a95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9.952400906535321e-06"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "avg_win = trade_results.filter(pl.col('is_won')==True)['trade_log_return'].mean()\n",
    "avg_loss = trade_results.filter(pl.col('is_won')==False)['trade_log_return'].mean()\n",
    "ev = win_rate * avg_win + (1 - win_rate) * avg_loss\n",
    "ev"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "f4a92843",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.020651236176490784"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "total_log_return = trade_results['trade_log_return'].sum()\n",
    "total_log_return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "8d453bd7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(1.020865948431715)"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "compound_return = np.exp(total_log_return)\n",
    "compound_return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "22b406c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(1020.8659484317151)"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1000*compound_return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "f3c98a26",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.05115591362118721"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "equity_trough = trade_results['equity_curve'].min()\n",
    "equity_trough"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "58ff6e73",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.09599180519580841"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "equity_peak = trade_results['equity_curve'].max()\n",
    "equity_peak"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "3915b065",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0033079273998737335"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "std = trade_results['trade_log_return'].std()\n",
    "std"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "83403565",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(0.2815943558905409)"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sharpe = ev / std * annualized_rate\n",
    "sharpe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "3e3bd1a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'features': 'close_log_return_lag_1',\n",
       " 'target': 'close_log_return',\n",
       " 'no_trades': 2075,\n",
       " 'win_rate': 0.4959036144578313,\n",
       " 'avg_win': 0.0022900966530581563,\n",
       " 'avg_loss': -0.002233134057472067,\n",
       " 'best_trade': 0.02901790291070938,\n",
       " 'worst_trade': -0.02237566001713276,\n",
       " 'ev': 9.952400906535321e-06,\n",
       " 'std': 0.0033079273998737335,\n",
       " 'total_log_return': 0.020651236176490784,\n",
       " 'compound_return': np.float64(1.020865948431715),\n",
       " 'max_drawdown': -0.14714771509170532,\n",
       " 'equity_trough': -0.05115591362118721,\n",
       " 'equity_peak': 0.09599180519580841,\n",
       " 'sharpe': np.float64(0.2815943558905437)}"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.eval_model_performance(y_test, y_hat, features, target, annualized_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "7b362166",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'features': 'close_log_return_lag_2',\n",
       " 'target': 'close_log_return',\n",
       " 'no_trades': 2075,\n",
       " 'win_rate': 0.5204819277108433,\n",
       " 'avg_win': 0.002264919135606647,\n",
       " 'avg_loss': -0.002257542727293916,\n",
       " 'best_trade': 0.02901790291070938,\n",
       " 'worst_trade': -0.019244860857725143,\n",
       " 'ev': 9.631694110734065e-05,\n",
       " 'std': 0.0033065390307456255,\n",
       " 'total_log_return': 0.1998576521873474,\n",
       " 'compound_return': np.float64(1.2212289065231716),\n",
       " 'max_drawdown': -0.1928328275680542,\n",
       " 'equity_trough': -0.03486982360482216,\n",
       " 'equity_peak': 0.23000681400299072,\n",
       " 'sharpe': np.float64(2.726346689774677),\n",
       " 'weights': '[-0.02535994]',\n",
       " 'biases': '7.355681009357795e-05'}"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "target = 'close_log_return'\n",
    "features = ['close_log_return_lag_2']\n",
    "model = LinearModel(len(features))\n",
    "perf = research.benchmark_reg_model(ts, features, target, model, annualized_rate, no_epochs=50)\n",
    "perf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "1110b94a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (4, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>2075</td><td>0.520964</td><td>0.002264</td><td>-0.002259</td><td>0.029018</td><td>-0.019245</td><td>0.000097</td><td>0.003307</td><td>0.201588</td><td>1.223344</td><td>-0.191103</td><td>-0.03314</td><td>0.231737</td><td>2.749969</td><td>&quot;[-0.02508093]&quot;</td><td>&quot;7.279599958565086e-05&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>2075</td><td>0.502169</td><td>0.002302</td><td>-0.00222</td><td>0.029018</td><td>-0.022376</td><td>0.000051</td><td>0.003308</td><td>0.106011</td><td>1.111835</td><td>-0.24125</td><td>-0.188049</td><td>0.106342</td><td>1.445707</td><td>&quot;[-0.03205177]&quot;</td><td>&quot;8.784193050814793e-05&quot;</td></tr><tr><td>&quot;close_log_return_lag_4&quot;</td><td>&quot;close_log_return&quot;</td><td>2075</td><td>0.499759</td><td>0.00228</td><td>-0.002243</td><td>0.029018</td><td>-0.022376</td><td>0.000018</td><td>0.003308</td><td>0.036744</td><td>1.037427</td><td>-0.142968</td><td>-0.08755</td><td>0.072348</td><td>0.501032</td><td>&quot;[-0.00144515]&quot;</td><td>&quot;7.324843318201602e-05&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>2075</td><td>0.496867</td><td>0.002284</td><td>-0.002239</td><td>0.029018</td><td>-0.022376</td><td>0.000009</td><td>0.003308</td><td>0.017992</td><td>1.018154</td><td>-0.209286</td><td>0.002888</td><td>0.212174</td><td>0.245327</td><td>&quot;[-0.07195751]&quot;</td><td>&quot;8.91545569174923e-05&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (4, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 2075     ┆ 0.520964 ┆ 0.002264 ┆ -0.00225 ┆ 0.029018 ┆ -0.01924 ┆ 0.000097 ┆ 0.003307 ┆ 0.201588 ┆ 1.223344 ┆ -0.19110 ┆ -0.03314 ┆ 0.231737 ┆ 2.749969 ┆ [-0.0250 ┆ 7.279599 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 9        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆          ┆          ┆          ┆ 8093]    ┆ 95856508 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 6e-05    │\n",
       "│ close_log ┆ close_lo ┆ 2075     ┆ 0.502169 ┆ 0.002302 ┆ -0.00222 ┆ 0.029018 ┆ -0.02237 ┆ 0.000051 ┆ 0.003308 ┆ 0.106011 ┆ 1.111835 ┆ -0.24125 ┆ -0.18804 ┆ 0.106342 ┆ 1.445707 ┆ [-0.0320 ┆ 8.784193 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆          ┆          ┆ 6        ┆          ┆          ┆          ┆          ┆          ┆ 9        ┆          ┆          ┆ 5177]    ┆ 05081479 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 3e-05    │\n",
       "│ close_log ┆ close_lo ┆ 2075     ┆ 0.499759 ┆ 0.00228  ┆ -0.00224 ┆ 0.029018 ┆ -0.02237 ┆ 0.000018 ┆ 0.003308 ┆ 0.036744 ┆ 1.037427 ┆ -0.14296 ┆ -0.08755 ┆ 0.072348 ┆ 0.501032 ┆ [-0.0014 ┆ 7.324843 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 3        ┆          ┆ 6        ┆          ┆          ┆          ┆          ┆ 8        ┆          ┆          ┆          ┆ 4515]    ┆ 31820160 │\n",
       "│ ag_4      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 2e-05    │\n",
       "│ close_log ┆ close_lo ┆ 2075     ┆ 0.496867 ┆ 0.002284 ┆ -0.00223 ┆ 0.029018 ┆ -0.02237 ┆ 0.000009 ┆ 0.003308 ┆ 0.017992 ┆ 1.018154 ┆ -0.20928 ┆ 0.002888 ┆ 0.212174 ┆ 0.245327 ┆ [-0.0719 ┆ 8.915455 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 9        ┆          ┆ 6        ┆          ┆          ┆          ┆          ┆ 6        ┆          ┆          ┆          ┆ 5751]    ┆ 69174923 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ e-05     │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import itertools\n",
    "\n",
    "benchmarks = []\n",
    "feature_pool = [f'{target}_lag_{i}' for i in range(1, max_lags + 1)]\n",
    "combos = list(itertools.combinations(feature_pool, 1))\n",
    "\n",
    "for features in combos:    \n",
    "    model = LinearModel(len(features))\n",
    "    benchmarks.append(research.benchmark_reg_model(ts, list(features), target, model, annualized_rate, test_size=test_size, no_epochs=200, loss=nn.L1Loss()))\n",
    "\n",
    "benchmark = pl.DataFrame(benchmarks)\n",
    "benchmark.sort('sharpe', descending=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "ba4ba034",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (5, 5)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th><th>close_log_return_lag_4</th></tr><tr><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>1.0</td><td>-0.020527</td><td>0.004165</td><td>-0.024077</td><td>0.006435</td></tr><tr><td>-0.020527</td><td>1.0</td><td>-0.020555</td><td>0.004284</td><td>-0.024028</td></tr><tr><td>0.004165</td><td>-0.020555</td><td>1.0</td><td>-0.020793</td><td>0.004187</td></tr><tr><td>-0.024077</td><td>0.004284</td><td>-0.020793</td><td>1.0</td><td>-0.020495</td></tr><tr><td>0.006435</td><td>-0.024028</td><td>0.004187</td><td>-0.020495</td><td>1.0</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (5, 5)\n",
       "┌──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 ┆ close_log_return_lag_4 │\n",
       "│ ---              ┆ ---                    ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ f64              ┆ f64                    ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 1.0              ┆ -0.020527              ┆ 0.004165               ┆ -0.024077              ┆ 0.006435               │\n",
       "│ -0.020527        ┆ 1.0                    ┆ -0.020555              ┆ 0.004284               ┆ -0.024028              │\n",
       "│ 0.004165         ┆ -0.020555              ┆ 1.0                    ┆ -0.020793              ┆ 0.004187               │\n",
       "│ -0.024077        ┆ 0.004284               ┆ -0.020793              ┆ 1.0                    ┆ -0.020495              │\n",
       "│ 0.006435         ┆ -0.024028              ┆ 0.004187               ┆ -0.020495              ┆ 1.0                    │\n",
       "└──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.auto_reg_corr_matrx(ts, target, max_lags)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "8740fd78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-2f670e69848044eea31d6cf420589a88.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-2f670e69848044eea31d6cf420589a88.vega-embed details,\n",
       "  #altair-viz-2f670e69848044eea31d6cf420589a88.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-2f670e69848044eea31d6cf420589a88\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-2f670e69848044eea31d6cf420589a88\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-2f670e69848044eea31d6cf420589a88\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve\": 0.007, \"index\": 0}, {\"equity_curve\": -0.01, \"index\": 1}, {\"equity_curve\": -0.014, \"index\": 2}, {\"equity_curve\": -0.007, \"index\": 3}, {\"equity_curve\": -0.009, \"index\": 4}, {\"equity_curve\": -0.003, \"index\": 5}, {\"equity_curve\": -0.006, \"index\": 6}, {\"equity_curve\": -0.006, \"index\": 7}, {\"equity_curve\": 0.004, \"index\": 8}, {\"equity_curve\": 0.006, \"index\": 9}, {\"equity_curve\": 0.007, \"index\": 10}, {\"equity_curve\": 0.01, \"index\": 11}, {\"equity_curve\": 0.007, \"index\": 12}, {\"equity_curve\": 0.01, \"index\": 13}, {\"equity_curve\": 0.011, \"index\": 14}, {\"equity_curve\": 0.012, \"index\": 15}, {\"equity_curve\": 0.014, \"index\": 16}, {\"equity_curve\": 0.018, \"index\": 17}, {\"equity_curve\": 0.017, \"index\": 18}, {\"equity_curve\": 0.013, \"index\": 19}, {\"equity_curve\": 0.017, \"index\": 20}, {\"equity_curve\": 0.021, \"index\": 21}, {\"equity_curve\": 0.021, \"index\": 22}, {\"equity_curve\": 0.019, \"index\": 23}, {\"equity_curve\": 0.02, \"index\": 24}, {\"equity_curve\": 0.023, \"index\": 25}, {\"equity_curve\": 0.023, \"index\": 26}, {\"equity_curve\": 0.022, \"index\": 27}, {\"equity_curve\": 0.02, \"index\": 28}, {\"equity_curve\": 0.023, \"index\": 29}, {\"equity_curve\": 0.021, \"index\": 30}, {\"equity_curve\": 0.015, \"index\": 31}, {\"equity_curve\": 0.01, \"index\": 32}, {\"equity_curve\": 0.015, \"index\": 33}, {\"equity_curve\": 0.015, \"index\": 34}, {\"equity_curve\": 0.017, \"index\": 35}, {\"equity_curve\": 0.011, \"index\": 36}, {\"equity_curve\": 0.012, \"index\": 37}, {\"equity_curve\": 0.011, \"index\": 38}, {\"equity_curve\": 0.014, \"index\": 39}, {\"equity_curve\": 0.015, \"index\": 40}, {\"equity_curve\": 0.015, \"index\": 41}, {\"equity_curve\": 0.014, \"index\": 42}, {\"equity_curve\": 0.014, \"index\": 43}, {\"equity_curve\": 0.018, \"index\": 44}, {\"equity_curve\": 0.015, \"index\": 45}, {\"equity_curve\": 0.018, \"index\": 46}, {\"equity_curve\": 0.017, \"index\": 47}, {\"equity_curve\": 0.02, \"index\": 48}, {\"equity_curve\": 0.024, \"index\": 49}, {\"equity_curve\": 0.023, \"index\": 50}, {\"equity_curve\": 0.026, \"index\": 51}, {\"equity_curve\": 0.032, \"index\": 52}, {\"equity_curve\": 0.035, \"index\": 53}, {\"equity_curve\": 0.04, \"index\": 54}, {\"equity_curve\": 0.044, \"index\": 55}, {\"equity_curve\": 0.051, \"index\": 56}, {\"equity_curve\": 0.055, \"index\": 57}, {\"equity_curve\": 0.06, \"index\": 58}, {\"equity_curve\": 0.065, \"index\": 59}, {\"equity_curve\": 0.07, \"index\": 60}, {\"equity_curve\": 0.072, \"index\": 61}, {\"equity_curve\": 0.071, \"index\": 62}, {\"equity_curve\": 0.072, \"index\": 63}, {\"equity_curve\": 0.074, \"index\": 64}, {\"equity_curve\": 0.071, \"index\": 65}, {\"equity_curve\": 0.064, \"index\": 66}, {\"equity_curve\": 0.058, \"index\": 67}, {\"equity_curve\": 0.06, \"index\": 68}, {\"equity_curve\": 0.063, \"index\": 69}, {\"equity_curve\": 0.062, \"index\": 70}, {\"equity_curve\": 0.06, \"index\": 71}, {\"equity_curve\": 0.054, \"index\": 72}, {\"equity_curve\": 0.049, \"index\": 73}, {\"equity_curve\": 0.046, \"index\": 74}, {\"equity_curve\": 0.044, \"index\": 75}, {\"equity_curve\": 0.044, \"index\": 76}, {\"equity_curve\": 0.042, \"index\": 77}, {\"equity_curve\": 0.042, \"index\": 78}, {\"equity_curve\": 0.043, \"index\": 79}, {\"equity_curve\": 0.045, \"index\": 80}, {\"equity_curve\": 0.045, \"index\": 81}, {\"equity_curve\": 0.047, \"index\": 82}, {\"equity_curve\": 0.045, \"index\": 83}, {\"equity_curve\": 0.048, \"index\": 84}, {\"equity_curve\": 0.049, \"index\": 85}, {\"equity_curve\": 0.05, \"index\": 86}, {\"equity_curve\": 0.049, \"index\": 87}, {\"equity_curve\": 0.049, \"index\": 88}, {\"equity_curve\": 0.049, \"index\": 89}, {\"equity_curve\": 0.049, \"index\": 90}, {\"equity_curve\": 0.048, \"index\": 91}, {\"equity_curve\": 0.05, \"index\": 92}, {\"equity_curve\": 0.051, \"index\": 93}, {\"equity_curve\": 0.05, \"index\": 94}, {\"equity_curve\": 0.05, \"index\": 95}, {\"equity_curve\": 0.049, \"index\": 96}, {\"equity_curve\": 0.045, \"index\": 97}, {\"equity_curve\": 0.048, \"index\": 98}, {\"equity_curve\": 0.048, \"index\": 99}, {\"equity_curve\": 0.049, \"index\": 100}, {\"equity_curve\": 0.049, \"index\": 101}, {\"equity_curve\": 0.051, \"index\": 102}, {\"equity_curve\": 0.048, \"index\": 103}, {\"equity_curve\": 0.048, \"index\": 104}, {\"equity_curve\": 0.049, \"index\": 105}, {\"equity_curve\": 0.049, \"index\": 106}, {\"equity_curve\": 0.05, \"index\": 107}, {\"equity_curve\": 0.05, \"index\": 108}, {\"equity_curve\": 0.05, \"index\": 109}, {\"equity_curve\": 0.05, \"index\": 110}, {\"equity_curve\": 0.05, \"index\": 111}, {\"equity_curve\": 0.049, \"index\": 112}, {\"equity_curve\": 0.049, \"index\": 113}, {\"equity_curve\": 0.051, \"index\": 114}, {\"equity_curve\": 0.052, \"index\": 115}, {\"equity_curve\": 0.05, \"index\": 116}, {\"equity_curve\": 0.05, \"index\": 117}, {\"equity_curve\": 0.05, \"index\": 118}, {\"equity_curve\": 0.051, \"index\": 119}, {\"equity_curve\": 0.054, \"index\": 120}, {\"equity_curve\": 0.054, \"index\": 121}, {\"equity_curve\": 0.056, \"index\": 122}, {\"equity_curve\": 0.055, \"index\": 123}, {\"equity_curve\": 0.051, \"index\": 124}, {\"equity_curve\": 0.054, \"index\": 125}, {\"equity_curve\": 0.052, \"index\": 126}, {\"equity_curve\": 0.051, \"index\": 127}, {\"equity_curve\": 0.051, \"index\": 128}, {\"equity_curve\": 0.046, \"index\": 129}, {\"equity_curve\": 0.044, \"index\": 130}, {\"equity_curve\": 0.045, \"index\": 131}, {\"equity_curve\": 0.045, \"index\": 132}, {\"equity_curve\": 0.052, \"index\": 133}, {\"equity_curve\": 0.054, \"index\": 134}, {\"equity_curve\": 0.055, \"index\": 135}, {\"equity_curve\": 0.055, \"index\": 136}, {\"equity_curve\": 0.062, \"index\": 137}, {\"equity_curve\": 0.063, \"index\": 138}, {\"equity_curve\": 0.066, \"index\": 139}, {\"equity_curve\": 0.064, \"index\": 140}, {\"equity_curve\": 0.063, \"index\": 141}, {\"equity_curve\": 0.058, \"index\": 142}, {\"equity_curve\": 0.059, \"index\": 143}, {\"equity_curve\": 0.065, \"index\": 144}, {\"equity_curve\": 0.065, \"index\": 145}, {\"equity_curve\": 0.069, \"index\": 146}, {\"equity_curve\": 0.064, \"index\": 147}, {\"equity_curve\": 0.065, \"index\": 148}, {\"equity_curve\": 0.059, \"index\": 149}, {\"equity_curve\": 0.055, \"index\": 150}, {\"equity_curve\": 0.057, \"index\": 151}, {\"equity_curve\": 0.059, \"index\": 152}, {\"equity_curve\": 0.06, \"index\": 153}, {\"equity_curve\": 0.061, \"index\": 154}, {\"equity_curve\": 0.058, \"index\": 155}, {\"equity_curve\": 0.064, \"index\": 156}, {\"equity_curve\": 0.058, \"index\": 157}, {\"equity_curve\": 0.056, \"index\": 158}, {\"equity_curve\": 0.05, \"index\": 159}, {\"equity_curve\": 0.057, \"index\": 160}, {\"equity_curve\": 0.061, \"index\": 161}, {\"equity_curve\": 0.06, \"index\": 162}, {\"equity_curve\": 0.057, \"index\": 163}, {\"equity_curve\": 0.058, \"index\": 164}, {\"equity_curve\": 0.063, \"index\": 165}, {\"equity_curve\": 0.065, \"index\": 166}, {\"equity_curve\": 0.064, \"index\": 167}, {\"equity_curve\": 0.054, \"index\": 168}, {\"equity_curve\": 0.062, \"index\": 169}, {\"equity_curve\": 0.06, \"index\": 170}, {\"equity_curve\": 0.062, \"index\": 171}, {\"equity_curve\": 0.067, \"index\": 172}, {\"equity_curve\": 0.072, \"index\": 173}, {\"equity_curve\": 0.076, \"index\": 174}, {\"equity_curve\": 0.072, \"index\": 175}, {\"equity_curve\": 0.07, \"index\": 176}, {\"equity_curve\": 0.066, \"index\": 177}, {\"equity_curve\": 0.067, \"index\": 178}, {\"equity_curve\": 0.07, \"index\": 179}, {\"equity_curve\": 0.07, \"index\": 180}, {\"equity_curve\": 0.066, \"index\": 181}, {\"equity_curve\": 0.062, \"index\": 182}, {\"equity_curve\": 0.065, \"index\": 183}, {\"equity_curve\": 0.062, \"index\": 184}, {\"equity_curve\": 0.064, \"index\": 185}, {\"equity_curve\": 0.064, \"index\": 186}, {\"equity_curve\": 0.064, \"index\": 187}, {\"equity_curve\": 0.061, \"index\": 188}, {\"equity_curve\": 0.064, \"index\": 189}, {\"equity_curve\": 0.065, \"index\": 190}, {\"equity_curve\": 0.06, \"index\": 191}, {\"equity_curve\": 0.055, \"index\": 192}, {\"equity_curve\": 0.062, \"index\": 193}, {\"equity_curve\": 0.065, \"index\": 194}, {\"equity_curve\": 0.073, \"index\": 195}, {\"equity_curve\": 0.069, \"index\": 196}, {\"equity_curve\": 0.071, \"index\": 197}, {\"equity_curve\": 0.071, \"index\": 198}, {\"equity_curve\": 0.067, \"index\": 199}, {\"equity_curve\": 0.07, \"index\": 200}, {\"equity_curve\": 0.073, \"index\": 201}, {\"equity_curve\": 0.074, \"index\": 202}, {\"equity_curve\": 0.072, \"index\": 203}, {\"equity_curve\": 0.072, \"index\": 204}, {\"equity_curve\": 0.071, \"index\": 205}, {\"equity_curve\": 0.067, \"index\": 206}, {\"equity_curve\": 0.062, \"index\": 207}, {\"equity_curve\": 0.059, \"index\": 208}, {\"equity_curve\": 0.058, \"index\": 209}, {\"equity_curve\": 0.066, \"index\": 210}, {\"equity_curve\": 0.069, \"index\": 211}, {\"equity_curve\": 0.072, \"index\": 212}, {\"equity_curve\": 0.073, \"index\": 213}, {\"equity_curve\": 0.074, \"index\": 214}, {\"equity_curve\": 0.074, \"index\": 215}, {\"equity_curve\": 0.071, \"index\": 216}, {\"equity_curve\": 0.078, \"index\": 217}, {\"equity_curve\": 0.079, \"index\": 218}, {\"equity_curve\": 0.084, \"index\": 219}, {\"equity_curve\": 0.089, \"index\": 220}, {\"equity_curve\": 0.088, \"index\": 221}, {\"equity_curve\": 0.089, \"index\": 222}, {\"equity_curve\": 0.087, \"index\": 223}, {\"equity_curve\": 0.085, \"index\": 224}, {\"equity_curve\": 0.083, \"index\": 225}, {\"equity_curve\": 0.084, \"index\": 226}, {\"equity_curve\": 0.078, \"index\": 227}, {\"equity_curve\": 0.076, \"index\": 228}, {\"equity_curve\": 0.067, \"index\": 229}, {\"equity_curve\": 0.059, \"index\": 230}, {\"equity_curve\": 0.064, \"index\": 231}, {\"equity_curve\": 0.06, \"index\": 232}, {\"equity_curve\": 0.062, \"index\": 233}, {\"equity_curve\": 0.062, \"index\": 234}, {\"equity_curve\": 0.061, \"index\": 235}, {\"equity_curve\": 0.068, \"index\": 236}, {\"equity_curve\": 0.07, \"index\": 237}, {\"equity_curve\": 0.068, \"index\": 238}, {\"equity_curve\": 0.065, \"index\": 239}, {\"equity_curve\": 0.066, \"index\": 240}, {\"equity_curve\": 0.055, \"index\": 241}, {\"equity_curve\": 0.061, \"index\": 242}, {\"equity_curve\": 0.065, \"index\": 243}, {\"equity_curve\": 0.067, \"index\": 244}, {\"equity_curve\": 0.063, \"index\": 245}, {\"equity_curve\": 0.064, \"index\": 246}, {\"equity_curve\": 0.061, \"index\": 247}, {\"equity_curve\": 0.063, \"index\": 248}, {\"equity_curve\": 0.062, \"index\": 249}, {\"equity_curve\": 0.065, \"index\": 250}, {\"equity_curve\": 0.064, \"index\": 251}, {\"equity_curve\": 0.067, \"index\": 252}, {\"equity_curve\": 0.069, \"index\": 253}, {\"equity_curve\": 0.069, \"index\": 254}, {\"equity_curve\": 0.07, \"index\": 255}, {\"equity_curve\": 0.069, \"index\": 256}, {\"equity_curve\": 0.068, \"index\": 257}, {\"equity_curve\": 0.068, \"index\": 258}, {\"equity_curve\": 0.07, \"index\": 259}, {\"equity_curve\": 0.07, \"index\": 260}, {\"equity_curve\": 0.074, \"index\": 261}, {\"equity_curve\": 0.072, \"index\": 262}, {\"equity_curve\": 0.071, \"index\": 263}, {\"equity_curve\": 0.073, \"index\": 264}, {\"equity_curve\": 0.072, \"index\": 265}, {\"equity_curve\": 0.073, \"index\": 266}, {\"equity_curve\": 0.072, \"index\": 267}, {\"equity_curve\": 0.072, \"index\": 268}, {\"equity_curve\": 0.073, \"index\": 269}, {\"equity_curve\": 0.074, \"index\": 270}, {\"equity_curve\": 0.071, \"index\": 271}, {\"equity_curve\": 0.072, \"index\": 272}, {\"equity_curve\": 0.072, \"index\": 273}, {\"equity_curve\": 0.071, \"index\": 274}, {\"equity_curve\": 0.071, \"index\": 275}, {\"equity_curve\": 0.073, \"index\": 276}, {\"equity_curve\": 0.075, \"index\": 277}, {\"equity_curve\": 0.073, \"index\": 278}, {\"equity_curve\": 0.074, \"index\": 279}, {\"equity_curve\": 0.074, \"index\": 280}, {\"equity_curve\": 0.074, \"index\": 281}, {\"equity_curve\": 0.073, \"index\": 282}, {\"equity_curve\": 0.071, \"index\": 283}, {\"equity_curve\": 0.071, \"index\": 284}, {\"equity_curve\": 0.073, \"index\": 285}, {\"equity_curve\": 0.072, \"index\": 286}, {\"equity_curve\": 0.073, \"index\": 287}, {\"equity_curve\": 0.074, \"index\": 288}, {\"equity_curve\": 0.075, \"index\": 289}, {\"equity_curve\": 0.077, \"index\": 290}, {\"equity_curve\": 0.081, \"index\": 291}, {\"equity_curve\": 0.082, \"index\": 292}, {\"equity_curve\": 0.083, \"index\": 293}, {\"equity_curve\": 0.083, \"index\": 294}, {\"equity_curve\": 0.081, \"index\": 295}, {\"equity_curve\": 0.086, \"index\": 296}, {\"equity_curve\": 0.087, \"index\": 297}, {\"equity_curve\": 0.088, \"index\": 298}, {\"equity_curve\": 0.086, \"index\": 299}, {\"equity_curve\": 0.085, \"index\": 300}, {\"equity_curve\": 0.088, \"index\": 301}, {\"equity_curve\": 0.087, \"index\": 302}, {\"equity_curve\": 0.087, \"index\": 303}, {\"equity_curve\": 0.09, \"index\": 304}, {\"equity_curve\": 0.089, \"index\": 305}, {\"equity_curve\": 0.085, \"index\": 306}, {\"equity_curve\": 0.086, \"index\": 307}, {\"equity_curve\": 0.085, \"index\": 308}, {\"equity_curve\": 0.084, \"index\": 309}, {\"equity_curve\": 0.084, \"index\": 310}, {\"equity_curve\": 0.084, \"index\": 311}, {\"equity_curve\": 0.081, \"index\": 312}, {\"equity_curve\": 0.077, \"index\": 313}, {\"equity_curve\": 0.078, \"index\": 314}, {\"equity_curve\": 0.077, \"index\": 315}, {\"equity_curve\": 0.074, \"index\": 316}, {\"equity_curve\": 0.075, \"index\": 317}, {\"equity_curve\": 0.078, \"index\": 318}, {\"equity_curve\": 0.077, \"index\": 319}, {\"equity_curve\": 0.078, \"index\": 320}, {\"equity_curve\": 0.076, \"index\": 321}, {\"equity_curve\": 0.078, \"index\": 322}, {\"equity_curve\": 0.077, \"index\": 323}, {\"equity_curve\": 0.075, \"index\": 324}, {\"equity_curve\": 0.078, \"index\": 325}, {\"equity_curve\": 0.083, \"index\": 326}, {\"equity_curve\": 0.081, \"index\": 327}, {\"equity_curve\": 0.079, \"index\": 328}, {\"equity_curve\": 0.079, \"index\": 329}, {\"equity_curve\": 0.08, \"index\": 330}, {\"equity_curve\": 0.08, \"index\": 331}, {\"equity_curve\": 0.079, \"index\": 332}, {\"equity_curve\": 0.075, \"index\": 333}, {\"equity_curve\": 0.077, \"index\": 334}, {\"equity_curve\": 0.08, \"index\": 335}, {\"equity_curve\": 0.078, \"index\": 336}, {\"equity_curve\": 0.071, \"index\": 337}, {\"equity_curve\": 0.067, \"index\": 338}, {\"equity_curve\": 0.07, \"index\": 339}, {\"equity_curve\": 0.07, \"index\": 340}, {\"equity_curve\": 0.071, \"index\": 341}, {\"equity_curve\": 0.071, \"index\": 342}, {\"equity_curve\": 0.071, \"index\": 343}, {\"equity_curve\": 0.071, \"index\": 344}, {\"equity_curve\": 0.073, \"index\": 345}, {\"equity_curve\": 0.074, \"index\": 346}, {\"equity_curve\": 0.073, \"index\": 347}, {\"equity_curve\": 0.073, \"index\": 348}, {\"equity_curve\": 0.075, \"index\": 349}, {\"equity_curve\": 0.076, \"index\": 350}, {\"equity_curve\": 0.075, \"index\": 351}, {\"equity_curve\": 0.075, \"index\": 352}, {\"equity_curve\": 0.077, \"index\": 353}, {\"equity_curve\": 0.076, \"index\": 354}, {\"equity_curve\": 0.078, \"index\": 355}, {\"equity_curve\": 0.076, \"index\": 356}, {\"equity_curve\": 0.075, \"index\": 357}, {\"equity_curve\": 0.071, \"index\": 358}, {\"equity_curve\": 0.072, \"index\": 359}, {\"equity_curve\": 0.072, \"index\": 360}, {\"equity_curve\": 0.081, \"index\": 361}, {\"equity_curve\": 0.075, \"index\": 362}, {\"equity_curve\": 0.077, \"index\": 363}, {\"equity_curve\": 0.077, \"index\": 364}, {\"equity_curve\": 0.066, \"index\": 365}, {\"equity_curve\": 0.07, \"index\": 366}, {\"equity_curve\": 0.072, \"index\": 367}, {\"equity_curve\": 0.071, \"index\": 368}, {\"equity_curve\": 0.072, \"index\": 369}, {\"equity_curve\": 0.075, \"index\": 370}, {\"equity_curve\": 0.08, \"index\": 371}, {\"equity_curve\": 0.083, \"index\": 372}, {\"equity_curve\": 0.08, \"index\": 373}, {\"equity_curve\": 0.08, \"index\": 374}, {\"equity_curve\": 0.08, \"index\": 375}, {\"equity_curve\": 0.079, \"index\": 376}, {\"equity_curve\": 0.081, \"index\": 377}, {\"equity_curve\": 0.081, \"index\": 378}, {\"equity_curve\": 0.08, \"index\": 379}, {\"equity_curve\": 0.081, \"index\": 380}, {\"equity_curve\": 0.08, \"index\": 381}, {\"equity_curve\": 0.079, \"index\": 382}, {\"equity_curve\": 0.081, \"index\": 383}, {\"equity_curve\": 0.08, \"index\": 384}, {\"equity_curve\": 0.075, \"index\": 385}, {\"equity_curve\": 0.078, \"index\": 386}, {\"equity_curve\": 0.08, \"index\": 387}, {\"equity_curve\": 0.087, \"index\": 388}, {\"equity_curve\": 0.086, \"index\": 389}, {\"equity_curve\": 0.078, \"index\": 390}, {\"equity_curve\": 0.076, \"index\": 391}, {\"equity_curve\": 0.076, \"index\": 392}, {\"equity_curve\": 0.071, \"index\": 393}, {\"equity_curve\": 0.069, \"index\": 394}, {\"equity_curve\": 0.066, \"index\": 395}, {\"equity_curve\": 0.066, \"index\": 396}, {\"equity_curve\": 0.071, \"index\": 397}, {\"equity_curve\": 0.068, \"index\": 398}, {\"equity_curve\": 0.068, \"index\": 399}, {\"equity_curve\": 0.067, \"index\": 400}, {\"equity_curve\": 0.063, \"index\": 401}, {\"equity_curve\": 0.062, \"index\": 402}, {\"equity_curve\": 0.058, \"index\": 403}, {\"equity_curve\": 0.061, \"index\": 404}, {\"equity_curve\": 0.06, \"index\": 405}, {\"equity_curve\": 0.055, \"index\": 406}, {\"equity_curve\": 0.059, \"index\": 407}, {\"equity_curve\": 0.071, \"index\": 408}, {\"equity_curve\": 0.06, \"index\": 409}, {\"equity_curve\": 0.057, \"index\": 410}, {\"equity_curve\": 0.06, \"index\": 411}, {\"equity_curve\": 0.055, \"index\": 412}, {\"equity_curve\": 0.05, \"index\": 413}, {\"equity_curve\": 0.046, \"index\": 414}, {\"equity_curve\": 0.051, \"index\": 415}, {\"equity_curve\": 0.05, \"index\": 416}, {\"equity_curve\": 0.057, \"index\": 417}, {\"equity_curve\": 0.058, \"index\": 418}, {\"equity_curve\": 0.063, \"index\": 419}, {\"equity_curve\": 0.062, \"index\": 420}, {\"equity_curve\": 0.061, \"index\": 421}, {\"equity_curve\": 0.063, \"index\": 422}, {\"equity_curve\": 0.064, \"index\": 423}, {\"equity_curve\": 0.064, \"index\": 424}, {\"equity_curve\": 0.062, \"index\": 425}, {\"equity_curve\": 0.064, \"index\": 426}, {\"equity_curve\": 0.061, \"index\": 427}, {\"equity_curve\": 0.061, \"index\": 428}, {\"equity_curve\": 0.06, \"index\": 429}, {\"equity_curve\": 0.062, \"index\": 430}, {\"equity_curve\": 0.061, \"index\": 431}, {\"equity_curve\": 0.059, \"index\": 432}, {\"equity_curve\": 0.056, \"index\": 433}, {\"equity_curve\": 0.054, \"index\": 434}, {\"equity_curve\": 0.057, \"index\": 435}, {\"equity_curve\": 0.053, \"index\": 436}, {\"equity_curve\": 0.057, \"index\": 437}, {\"equity_curve\": 0.056, \"index\": 438}, {\"equity_curve\": 0.061, \"index\": 439}, {\"equity_curve\": 0.061, \"index\": 440}, {\"equity_curve\": 0.061, \"index\": 441}, {\"equity_curve\": 0.059, \"index\": 442}, {\"equity_curve\": 0.062, \"index\": 443}, {\"equity_curve\": 0.063, \"index\": 444}, {\"equity_curve\": 0.06, \"index\": 445}, {\"equity_curve\": 0.061, \"index\": 446}, {\"equity_curve\": 0.062, \"index\": 447}, {\"equity_curve\": 0.063, \"index\": 448}, {\"equity_curve\": 0.062, \"index\": 449}, {\"equity_curve\": 0.064, \"index\": 450}, {\"equity_curve\": 0.064, \"index\": 451}, {\"equity_curve\": 0.063, \"index\": 452}, {\"equity_curve\": 0.065, \"index\": 453}, {\"equity_curve\": 0.065, \"index\": 454}, {\"equity_curve\": 0.066, \"index\": 455}, {\"equity_curve\": 0.066, \"index\": 456}, {\"equity_curve\": 0.064, \"index\": 457}, {\"equity_curve\": 0.066, \"index\": 458}, {\"equity_curve\": 0.066, \"index\": 459}, {\"equity_curve\": 0.067, \"index\": 460}, {\"equity_curve\": 0.07, \"index\": 461}, {\"equity_curve\": 0.069, \"index\": 462}, {\"equity_curve\": 0.07, \"index\": 463}, {\"equity_curve\": 0.07, \"index\": 464}, {\"equity_curve\": 0.069, \"index\": 465}, {\"equity_curve\": 0.068, \"index\": 466}, {\"equity_curve\": 0.074, \"index\": 467}, {\"equity_curve\": 0.072, \"index\": 468}, {\"equity_curve\": 0.071, \"index\": 469}, {\"equity_curve\": 0.069, \"index\": 470}, {\"equity_curve\": 0.068, \"index\": 471}, {\"equity_curve\": 0.068, \"index\": 472}, {\"equity_curve\": 0.068, \"index\": 473}, {\"equity_curve\": 0.07, \"index\": 474}, {\"equity_curve\": 0.069, \"index\": 475}, {\"equity_curve\": 0.067, \"index\": 476}, {\"equity_curve\": 0.066, \"index\": 477}, {\"equity_curve\": 0.069, \"index\": 478}, {\"equity_curve\": 0.068, \"index\": 479}, {\"equity_curve\": 0.072, \"index\": 480}, {\"equity_curve\": 0.071, \"index\": 481}, {\"equity_curve\": 0.07, \"index\": 482}, {\"equity_curve\": 0.074, \"index\": 483}, {\"equity_curve\": 0.073, \"index\": 484}, {\"equity_curve\": 0.075, \"index\": 485}, {\"equity_curve\": 0.074, \"index\": 486}, {\"equity_curve\": 0.074, \"index\": 487}, {\"equity_curve\": 0.077, \"index\": 488}, {\"equity_curve\": 0.079, \"index\": 489}, {\"equity_curve\": 0.076, \"index\": 490}, {\"equity_curve\": 0.075, \"index\": 491}, {\"equity_curve\": 0.073, \"index\": 492}, {\"equity_curve\": 0.073, \"index\": 493}, {\"equity_curve\": 0.069, \"index\": 494}, {\"equity_curve\": 0.07, \"index\": 495}, {\"equity_curve\": 0.071, \"index\": 496}, {\"equity_curve\": 0.069, \"index\": 497}, {\"equity_curve\": 0.067, \"index\": 498}, {\"equity_curve\": 0.07, \"index\": 499}, {\"equity_curve\": 0.073, \"index\": 500}, {\"equity_curve\": 0.075, \"index\": 501}, {\"equity_curve\": 0.075, \"index\": 502}, {\"equity_curve\": 0.067, \"index\": 503}, {\"equity_curve\": 0.071, \"index\": 504}, {\"equity_curve\": 0.059, \"index\": 505}, {\"equity_curve\": 0.06, \"index\": 506}, {\"equity_curve\": 0.062, \"index\": 507}, {\"equity_curve\": 0.066, \"index\": 508}, {\"equity_curve\": 0.066, \"index\": 509}, {\"equity_curve\": 0.066, \"index\": 510}, {\"equity_curve\": 0.067, \"index\": 511}, {\"equity_curve\": 0.066, \"index\": 512}, {\"equity_curve\": 0.069, \"index\": 513}, {\"equity_curve\": 0.071, \"index\": 514}, {\"equity_curve\": 0.073, \"index\": 515}, {\"equity_curve\": 0.072, \"index\": 516}, {\"equity_curve\": 0.071, \"index\": 517}, {\"equity_curve\": 0.07, \"index\": 518}, {\"equity_curve\": 0.069, \"index\": 519}, {\"equity_curve\": 0.075, \"index\": 520}, {\"equity_curve\": 0.075, \"index\": 521}, {\"equity_curve\": 0.073, \"index\": 522}, {\"equity_curve\": 0.071, \"index\": 523}, {\"equity_curve\": 0.072, \"index\": 524}, {\"equity_curve\": 0.072, \"index\": 525}, {\"equity_curve\": 0.073, \"index\": 526}, {\"equity_curve\": 0.071, \"index\": 527}, {\"equity_curve\": 0.074, \"index\": 528}, {\"equity_curve\": 0.082, \"index\": 529}, {\"equity_curve\": 0.08, \"index\": 530}, {\"equity_curve\": 0.082, \"index\": 531}, {\"equity_curve\": 0.086, \"index\": 532}, {\"equity_curve\": 0.085, \"index\": 533}, {\"equity_curve\": 0.086, \"index\": 534}, {\"equity_curve\": 0.084, \"index\": 535}, {\"equity_curve\": 0.084, \"index\": 536}, {\"equity_curve\": 0.085, \"index\": 537}, {\"equity_curve\": 0.084, \"index\": 538}, {\"equity_curve\": 0.083, \"index\": 539}, {\"equity_curve\": 0.082, \"index\": 540}, {\"equity_curve\": 0.08, \"index\": 541}, {\"equity_curve\": 0.08, \"index\": 542}, {\"equity_curve\": 0.078, \"index\": 543}, {\"equity_curve\": 0.08, \"index\": 544}, {\"equity_curve\": 0.081, \"index\": 545}, {\"equity_curve\": 0.082, \"index\": 546}, {\"equity_curve\": 0.084, \"index\": 547}, {\"equity_curve\": 0.084, \"index\": 548}, {\"equity_curve\": 0.095, \"index\": 549}, {\"equity_curve\": 0.097, \"index\": 550}, {\"equity_curve\": 0.098, \"index\": 551}, {\"equity_curve\": 0.101, \"index\": 552}, {\"equity_curve\": 0.098, \"index\": 553}, {\"equity_curve\": 0.101, \"index\": 554}, {\"equity_curve\": 0.097, \"index\": 555}, {\"equity_curve\": 0.099, \"index\": 556}, {\"equity_curve\": 0.1, \"index\": 557}, {\"equity_curve\": 0.108, \"index\": 558}, {\"equity_curve\": 0.105, \"index\": 559}, {\"equity_curve\": 0.106, \"index\": 560}, {\"equity_curve\": 0.11, \"index\": 561}, {\"equity_curve\": 0.109, \"index\": 562}, {\"equity_curve\": 0.111, \"index\": 563}, {\"equity_curve\": 0.108, \"index\": 564}, {\"equity_curve\": 0.106, \"index\": 565}, {\"equity_curve\": 0.106, \"index\": 566}, {\"equity_curve\": 0.106, \"index\": 567}, {\"equity_curve\": 0.105, \"index\": 568}, {\"equity_curve\": 0.106, \"index\": 569}, {\"equity_curve\": 0.107, \"index\": 570}, {\"equity_curve\": 0.105, \"index\": 571}, {\"equity_curve\": 0.106, \"index\": 572}, {\"equity_curve\": 0.105, \"index\": 573}, {\"equity_curve\": 0.108, \"index\": 574}, {\"equity_curve\": 0.104, \"index\": 575}, {\"equity_curve\": 0.101, \"index\": 576}, {\"equity_curve\": 0.097, \"index\": 577}, {\"equity_curve\": 0.1, \"index\": 578}, {\"equity_curve\": 0.1, \"index\": 579}, {\"equity_curve\": 0.104, \"index\": 580}, {\"equity_curve\": 0.102, \"index\": 581}, {\"equity_curve\": 0.103, \"index\": 582}, {\"equity_curve\": 0.107, \"index\": 583}, {\"equity_curve\": 0.107, \"index\": 584}, {\"equity_curve\": 0.108, \"index\": 585}, {\"equity_curve\": 0.106, \"index\": 586}, {\"equity_curve\": 0.105, \"index\": 587}, {\"equity_curve\": 0.105, \"index\": 588}, {\"equity_curve\": 0.103, \"index\": 589}, {\"equity_curve\": 0.103, \"index\": 590}, {\"equity_curve\": 0.104, \"index\": 591}, {\"equity_curve\": 0.106, \"index\": 592}, {\"equity_curve\": 0.106, \"index\": 593}, {\"equity_curve\": 0.106, \"index\": 594}, {\"equity_curve\": 0.11, \"index\": 595}, {\"equity_curve\": 0.113, \"index\": 596}, {\"equity_curve\": 0.114, \"index\": 597}, {\"equity_curve\": 0.116, \"index\": 598}, {\"equity_curve\": 0.116, \"index\": 599}, {\"equity_curve\": 0.115, \"index\": 600}, {\"equity_curve\": 0.115, \"index\": 601}, {\"equity_curve\": 0.115, \"index\": 602}, {\"equity_curve\": 0.112, \"index\": 603}, {\"equity_curve\": 0.113, \"index\": 604}, {\"equity_curve\": 0.112, \"index\": 605}, {\"equity_curve\": 0.112, \"index\": 606}, {\"equity_curve\": 0.114, \"index\": 607}, {\"equity_curve\": 0.111, \"index\": 608}, {\"equity_curve\": 0.112, \"index\": 609}, {\"equity_curve\": 0.111, \"index\": 610}, {\"equity_curve\": 0.113, \"index\": 611}, {\"equity_curve\": 0.112, \"index\": 612}, {\"equity_curve\": 0.118, \"index\": 613}, {\"equity_curve\": 0.128, \"index\": 614}, {\"equity_curve\": 0.129, \"index\": 615}, {\"equity_curve\": 0.133, \"index\": 616}, {\"equity_curve\": 0.133, \"index\": 617}, {\"equity_curve\": 0.131, \"index\": 618}, {\"equity_curve\": 0.135, \"index\": 619}, {\"equity_curve\": 0.135, \"index\": 620}, {\"equity_curve\": 0.137, \"index\": 621}, {\"equity_curve\": 0.14, \"index\": 622}, {\"equity_curve\": 0.141, \"index\": 623}, {\"equity_curve\": 0.141, \"index\": 624}, {\"equity_curve\": 0.143, \"index\": 625}, {\"equity_curve\": 0.144, \"index\": 626}, {\"equity_curve\": 0.145, \"index\": 627}, {\"equity_curve\": 0.143, \"index\": 628}, {\"equity_curve\": 0.144, \"index\": 629}, {\"equity_curve\": 0.144, \"index\": 630}, {\"equity_curve\": 0.142, \"index\": 631}, {\"equity_curve\": 0.145, \"index\": 632}, {\"equity_curve\": 0.148, \"index\": 633}, {\"equity_curve\": 0.146, \"index\": 634}, {\"equity_curve\": 0.148, \"index\": 635}, {\"equity_curve\": 0.156, \"index\": 636}, {\"equity_curve\": 0.17, \"index\": 637}, {\"equity_curve\": 0.172, \"index\": 638}, {\"equity_curve\": 0.169, \"index\": 639}, {\"equity_curve\": 0.168, \"index\": 640}, {\"equity_curve\": 0.166, \"index\": 641}, {\"equity_curve\": 0.16, \"index\": 642}, {\"equity_curve\": 0.161, \"index\": 643}, {\"equity_curve\": 0.159, \"index\": 644}, {\"equity_curve\": 0.157, \"index\": 645}, {\"equity_curve\": 0.152, \"index\": 646}, {\"equity_curve\": 0.144, \"index\": 647}, {\"equity_curve\": 0.147, \"index\": 648}, {\"equity_curve\": 0.149, \"index\": 649}, {\"equity_curve\": 0.15, \"index\": 650}, {\"equity_curve\": 0.147, \"index\": 651}, {\"equity_curve\": 0.143, \"index\": 652}, {\"equity_curve\": 0.145, \"index\": 653}, {\"equity_curve\": 0.139, \"index\": 654}, {\"equity_curve\": 0.137, \"index\": 655}, {\"equity_curve\": 0.136, \"index\": 656}, {\"equity_curve\": 0.138, \"index\": 657}, {\"equity_curve\": 0.136, \"index\": 658}, {\"equity_curve\": 0.138, \"index\": 659}, {\"equity_curve\": 0.138, \"index\": 660}, {\"equity_curve\": 0.139, \"index\": 661}, {\"equity_curve\": 0.137, \"index\": 662}, {\"equity_curve\": 0.139, \"index\": 663}, {\"equity_curve\": 0.137, \"index\": 664}, {\"equity_curve\": 0.137, \"index\": 665}, {\"equity_curve\": 0.138, \"index\": 666}, {\"equity_curve\": 0.137, \"index\": 667}, {\"equity_curve\": 0.134, \"index\": 668}, {\"equity_curve\": 0.134, \"index\": 669}, {\"equity_curve\": 0.135, \"index\": 670}, {\"equity_curve\": 0.141, \"index\": 671}, {\"equity_curve\": 0.137, \"index\": 672}, {\"equity_curve\": 0.132, \"index\": 673}, {\"equity_curve\": 0.136, \"index\": 674}, {\"equity_curve\": 0.139, \"index\": 675}, {\"equity_curve\": 0.142, \"index\": 676}, {\"equity_curve\": 0.142, \"index\": 677}, {\"equity_curve\": 0.145, \"index\": 678}, {\"equity_curve\": 0.149, \"index\": 679}, {\"equity_curve\": 0.147, \"index\": 680}, {\"equity_curve\": 0.145, \"index\": 681}, {\"equity_curve\": 0.146, \"index\": 682}, {\"equity_curve\": 0.142, \"index\": 683}, {\"equity_curve\": 0.14, \"index\": 684}, {\"equity_curve\": 0.141, \"index\": 685}, {\"equity_curve\": 0.14, \"index\": 686}, {\"equity_curve\": 0.139, \"index\": 687}, {\"equity_curve\": 0.137, \"index\": 688}, {\"equity_curve\": 0.14, \"index\": 689}, {\"equity_curve\": 0.141, \"index\": 690}, {\"equity_curve\": 0.137, \"index\": 691}, {\"equity_curve\": 0.138, \"index\": 692}, {\"equity_curve\": 0.135, \"index\": 693}, {\"equity_curve\": 0.135, \"index\": 694}, {\"equity_curve\": 0.137, \"index\": 695}, {\"equity_curve\": 0.15, \"index\": 696}, {\"equity_curve\": 0.143, \"index\": 697}, {\"equity_curve\": 0.143, \"index\": 698}, {\"equity_curve\": 0.147, \"index\": 699}, {\"equity_curve\": 0.15, \"index\": 700}, {\"equity_curve\": 0.151, \"index\": 701}, {\"equity_curve\": 0.142, \"index\": 702}, {\"equity_curve\": 0.144, \"index\": 703}, {\"equity_curve\": 0.146, \"index\": 704}, {\"equity_curve\": 0.149, \"index\": 705}, {\"equity_curve\": 0.152, \"index\": 706}, {\"equity_curve\": 0.148, \"index\": 707}, {\"equity_curve\": 0.152, \"index\": 708}, {\"equity_curve\": 0.149, \"index\": 709}, {\"equity_curve\": 0.147, \"index\": 710}, {\"equity_curve\": 0.144, \"index\": 711}, {\"equity_curve\": 0.137, \"index\": 712}, {\"equity_curve\": 0.134, \"index\": 713}, {\"equity_curve\": 0.133, \"index\": 714}, {\"equity_curve\": 0.132, \"index\": 715}, {\"equity_curve\": 0.132, \"index\": 716}, {\"equity_curve\": 0.127, \"index\": 717}, {\"equity_curve\": 0.127, \"index\": 718}, {\"equity_curve\": 0.109, \"index\": 719}, {\"equity_curve\": 0.105, \"index\": 720}, {\"equity_curve\": 0.108, \"index\": 721}, {\"equity_curve\": 0.104, \"index\": 722}, {\"equity_curve\": 0.107, \"index\": 723}, {\"equity_curve\": 0.107, \"index\": 724}, {\"equity_curve\": 0.109, \"index\": 725}, {\"equity_curve\": 0.107, \"index\": 726}, {\"equity_curve\": 0.107, \"index\": 727}, {\"equity_curve\": 0.107, \"index\": 728}, {\"equity_curve\": 0.11, \"index\": 729}, {\"equity_curve\": 0.11, \"index\": 730}, {\"equity_curve\": 0.111, \"index\": 731}, {\"equity_curve\": 0.116, \"index\": 732}, {\"equity_curve\": 0.116, \"index\": 733}, {\"equity_curve\": 0.113, \"index\": 734}, {\"equity_curve\": 0.112, \"index\": 735}, {\"equity_curve\": 0.114, \"index\": 736}, {\"equity_curve\": 0.114, \"index\": 737}, {\"equity_curve\": 0.113, \"index\": 738}, {\"equity_curve\": 0.113, \"index\": 739}, {\"equity_curve\": 0.111, \"index\": 740}, {\"equity_curve\": 0.113, \"index\": 741}, {\"equity_curve\": 0.114, \"index\": 742}, {\"equity_curve\": 0.111, \"index\": 743}, {\"equity_curve\": 0.103, \"index\": 744}, {\"equity_curve\": 0.1, \"index\": 745}, {\"equity_curve\": 0.099, \"index\": 746}, {\"equity_curve\": 0.1, \"index\": 747}, {\"equity_curve\": 0.102, \"index\": 748}, {\"equity_curve\": 0.098, \"index\": 749}, {\"equity_curve\": 0.096, \"index\": 750}, {\"equity_curve\": 0.099, \"index\": 751}, {\"equity_curve\": 0.099, \"index\": 752}, {\"equity_curve\": 0.103, \"index\": 753}, {\"equity_curve\": 0.1, \"index\": 754}, {\"equity_curve\": 0.096, \"index\": 755}, {\"equity_curve\": 0.097, \"index\": 756}, {\"equity_curve\": 0.099, \"index\": 757}, {\"equity_curve\": 0.099, \"index\": 758}, {\"equity_curve\": 0.102, \"index\": 759}, {\"equity_curve\": 0.1, \"index\": 760}, {\"equity_curve\": 0.102, \"index\": 761}, {\"equity_curve\": 0.104, \"index\": 762}, {\"equity_curve\": 0.104, \"index\": 763}, {\"equity_curve\": 0.101, \"index\": 764}, {\"equity_curve\": 0.102, \"index\": 765}, {\"equity_curve\": 0.102, \"index\": 766}, {\"equity_curve\": 0.105, \"index\": 767}, {\"equity_curve\": 0.104, \"index\": 768}, {\"equity_curve\": 0.103, \"index\": 769}, {\"equity_curve\": 0.102, \"index\": 770}, {\"equity_curve\": 0.103, \"index\": 771}, {\"equity_curve\": 0.102, \"index\": 772}, {\"equity_curve\": 0.102, \"index\": 773}, {\"equity_curve\": 0.102, \"index\": 774}, {\"equity_curve\": 0.102, \"index\": 775}, {\"equity_curve\": 0.1, \"index\": 776}, {\"equity_curve\": 0.1, \"index\": 777}, {\"equity_curve\": 0.099, \"index\": 778}, {\"equity_curve\": 0.098, \"index\": 779}, {\"equity_curve\": 0.1, \"index\": 780}, {\"equity_curve\": 0.101, \"index\": 781}, {\"equity_curve\": 0.102, \"index\": 782}, {\"equity_curve\": 0.105, \"index\": 783}, {\"equity_curve\": 0.105, \"index\": 784}, {\"equity_curve\": 0.105, \"index\": 785}, {\"equity_curve\": 0.106, \"index\": 786}, {\"equity_curve\": 0.109, \"index\": 787}, {\"equity_curve\": 0.109, \"index\": 788}, {\"equity_curve\": 0.108, \"index\": 789}, {\"equity_curve\": 0.107, \"index\": 790}, {\"equity_curve\": 0.106, \"index\": 791}, {\"equity_curve\": 0.108, \"index\": 792}, {\"equity_curve\": 0.106, \"index\": 793}, {\"equity_curve\": 0.107, \"index\": 794}, {\"equity_curve\": 0.103, \"index\": 795}, {\"equity_curve\": 0.104, \"index\": 796}, {\"equity_curve\": 0.101, \"index\": 797}, {\"equity_curve\": 0.101, \"index\": 798}, {\"equity_curve\": 0.101, \"index\": 799}, {\"equity_curve\": 0.102, \"index\": 800}, {\"equity_curve\": 0.104, \"index\": 801}, {\"equity_curve\": 0.1, \"index\": 802}, {\"equity_curve\": 0.099, \"index\": 803}, {\"equity_curve\": 0.09, \"index\": 804}, {\"equity_curve\": 0.083, \"index\": 805}, {\"equity_curve\": 0.082, \"index\": 806}, {\"equity_curve\": 0.083, \"index\": 807}, {\"equity_curve\": 0.085, \"index\": 808}, {\"equity_curve\": 0.081, \"index\": 809}, {\"equity_curve\": 0.081, \"index\": 810}, {\"equity_curve\": 0.08, \"index\": 811}, {\"equity_curve\": 0.079, \"index\": 812}, {\"equity_curve\": 0.079, \"index\": 813}, {\"equity_curve\": 0.078, \"index\": 814}, {\"equity_curve\": 0.083, \"index\": 815}, {\"equity_curve\": 0.077, \"index\": 816}, {\"equity_curve\": 0.071, \"index\": 817}, {\"equity_curve\": 0.075, \"index\": 818}, {\"equity_curve\": 0.077, \"index\": 819}, {\"equity_curve\": 0.073, \"index\": 820}, {\"equity_curve\": 0.073, \"index\": 821}, {\"equity_curve\": 0.074, \"index\": 822}, {\"equity_curve\": 0.075, \"index\": 823}, {\"equity_curve\": 0.077, \"index\": 824}, {\"equity_curve\": 0.075, \"index\": 825}, {\"equity_curve\": 0.074, \"index\": 826}, {\"equity_curve\": 0.076, \"index\": 827}, {\"equity_curve\": 0.07, \"index\": 828}, {\"equity_curve\": 0.07, \"index\": 829}, {\"equity_curve\": 0.062, \"index\": 830}, {\"equity_curve\": 0.066, \"index\": 831}, {\"equity_curve\": 0.064, \"index\": 832}, {\"equity_curve\": 0.063, \"index\": 833}, {\"equity_curve\": 0.063, \"index\": 834}, {\"equity_curve\": 0.065, \"index\": 835}, {\"equity_curve\": 0.066, \"index\": 836}, {\"equity_curve\": 0.067, \"index\": 837}, {\"equity_curve\": 0.068, \"index\": 838}, {\"equity_curve\": 0.068, \"index\": 839}, {\"equity_curve\": 0.065, \"index\": 840}, {\"equity_curve\": 0.053, \"index\": 841}, {\"equity_curve\": 0.052, \"index\": 842}, {\"equity_curve\": 0.049, \"index\": 843}, {\"equity_curve\": 0.05, \"index\": 844}, {\"equity_curve\": 0.046, \"index\": 845}, {\"equity_curve\": 0.047, \"index\": 846}, {\"equity_curve\": 0.051, \"index\": 847}, {\"equity_curve\": 0.049, \"index\": 848}, {\"equity_curve\": 0.051, \"index\": 849}, {\"equity_curve\": 0.049, \"index\": 850}, {\"equity_curve\": 0.052, \"index\": 851}, {\"equity_curve\": 0.05, \"index\": 852}, {\"equity_curve\": 0.046, \"index\": 853}, {\"equity_curve\": 0.047, \"index\": 854}, {\"equity_curve\": 0.046, \"index\": 855}, {\"equity_curve\": 0.047, \"index\": 856}, {\"equity_curve\": 0.046, \"index\": 857}, {\"equity_curve\": 0.045, \"index\": 858}, {\"equity_curve\": 0.049, \"index\": 859}, {\"equity_curve\": 0.047, \"index\": 860}, {\"equity_curve\": 0.046, \"index\": 861}, {\"equity_curve\": 0.045, \"index\": 862}, {\"equity_curve\": 0.045, \"index\": 863}, {\"equity_curve\": 0.036, \"index\": 864}, {\"equity_curve\": 0.043, \"index\": 865}, {\"equity_curve\": 0.042, \"index\": 866}, {\"equity_curve\": 0.037, \"index\": 867}, {\"equity_curve\": 0.041, \"index\": 868}, {\"equity_curve\": 0.047, \"index\": 869}, {\"equity_curve\": 0.04, \"index\": 870}, {\"equity_curve\": 0.041, \"index\": 871}, {\"equity_curve\": 0.041, \"index\": 872}, {\"equity_curve\": 0.043, \"index\": 873}, {\"equity_curve\": 0.041, \"index\": 874}, {\"equity_curve\": 0.041, \"index\": 875}, {\"equity_curve\": 0.045, \"index\": 876}, {\"equity_curve\": 0.039, \"index\": 877}, {\"equity_curve\": 0.039, \"index\": 878}, {\"equity_curve\": 0.038, \"index\": 879}, {\"equity_curve\": 0.04, \"index\": 880}, {\"equity_curve\": 0.038, \"index\": 881}, {\"equity_curve\": 0.039, \"index\": 882}, {\"equity_curve\": 0.036, \"index\": 883}, {\"equity_curve\": 0.034, \"index\": 884}, {\"equity_curve\": 0.034, \"index\": 885}, {\"equity_curve\": 0.032, \"index\": 886}, {\"equity_curve\": 0.032, \"index\": 887}, {\"equity_curve\": 0.035, \"index\": 888}, {\"equity_curve\": 0.033, \"index\": 889}, {\"equity_curve\": 0.038, \"index\": 890}, {\"equity_curve\": 0.034, \"index\": 891}, {\"equity_curve\": 0.034, \"index\": 892}, {\"equity_curve\": 0.036, \"index\": 893}, {\"equity_curve\": 0.032, \"index\": 894}, {\"equity_curve\": 0.035, \"index\": 895}, {\"equity_curve\": 0.036, \"index\": 896}, {\"equity_curve\": 0.035, \"index\": 897}, {\"equity_curve\": 0.035, \"index\": 898}, {\"equity_curve\": 0.036, \"index\": 899}, {\"equity_curve\": 0.038, \"index\": 900}, {\"equity_curve\": 0.041, \"index\": 901}, {\"equity_curve\": 0.039, \"index\": 902}, {\"equity_curve\": 0.04, \"index\": 903}, {\"equity_curve\": 0.043, \"index\": 904}, {\"equity_curve\": 0.041, \"index\": 905}, {\"equity_curve\": 0.04, \"index\": 906}, {\"equity_curve\": 0.039, \"index\": 907}, {\"equity_curve\": 0.04, \"index\": 908}, {\"equity_curve\": 0.035, \"index\": 909}, {\"equity_curve\": 0.033, \"index\": 910}, {\"equity_curve\": 0.034, \"index\": 911}, {\"equity_curve\": 0.035, \"index\": 912}, {\"equity_curve\": 0.064, \"index\": 913}, {\"equity_curve\": 0.069, \"index\": 914}, {\"equity_curve\": 0.071, \"index\": 915}, {\"equity_curve\": 0.063, \"index\": 916}, {\"equity_curve\": 0.061, \"index\": 917}, {\"equity_curve\": 0.062, \"index\": 918}, {\"equity_curve\": 0.066, \"index\": 919}, {\"equity_curve\": 0.065, \"index\": 920}, {\"equity_curve\": 0.068, \"index\": 921}, {\"equity_curve\": 0.069, \"index\": 922}, {\"equity_curve\": 0.069, \"index\": 923}, {\"equity_curve\": 0.065, \"index\": 924}, {\"equity_curve\": 0.061, \"index\": 925}, {\"equity_curve\": 0.057, \"index\": 926}, {\"equity_curve\": 0.061, \"index\": 927}, {\"equity_curve\": 0.061, \"index\": 928}, {\"equity_curve\": 0.062, \"index\": 929}, {\"equity_curve\": 0.062, \"index\": 930}, {\"equity_curve\": 0.062, \"index\": 931}, {\"equity_curve\": 0.062, \"index\": 932}, {\"equity_curve\": 0.06, \"index\": 933}, {\"equity_curve\": 0.058, \"index\": 934}, {\"equity_curve\": 0.057, \"index\": 935}, {\"equity_curve\": 0.054, \"index\": 936}, {\"equity_curve\": 0.052, \"index\": 937}, {\"equity_curve\": 0.054, \"index\": 938}, {\"equity_curve\": 0.056, \"index\": 939}, {\"equity_curve\": 0.056, \"index\": 940}, {\"equity_curve\": 0.057, \"index\": 941}, {\"equity_curve\": 0.057, \"index\": 942}, {\"equity_curve\": 0.058, \"index\": 943}, {\"equity_curve\": 0.056, \"index\": 944}, {\"equity_curve\": 0.058, \"index\": 945}, {\"equity_curve\": 0.059, \"index\": 946}, {\"equity_curve\": 0.059, \"index\": 947}, {\"equity_curve\": 0.06, \"index\": 948}, {\"equity_curve\": 0.056, \"index\": 949}, {\"equity_curve\": 0.056, \"index\": 950}, {\"equity_curve\": 0.057, \"index\": 951}, {\"equity_curve\": 0.056, \"index\": 952}, {\"equity_curve\": 0.054, \"index\": 953}, {\"equity_curve\": 0.055, \"index\": 954}, {\"equity_curve\": 0.054, \"index\": 955}, {\"equity_curve\": 0.054, \"index\": 956}, {\"equity_curve\": 0.054, \"index\": 957}, {\"equity_curve\": 0.053, \"index\": 958}, {\"equity_curve\": 0.053, \"index\": 959}, {\"equity_curve\": 0.052, \"index\": 960}, {\"equity_curve\": 0.051, \"index\": 961}, {\"equity_curve\": 0.05, \"index\": 962}, {\"equity_curve\": 0.049, \"index\": 963}, {\"equity_curve\": 0.051, \"index\": 964}, {\"equity_curve\": 0.052, \"index\": 965}, {\"equity_curve\": 0.034, \"index\": 966}, {\"equity_curve\": 0.036, \"index\": 967}, {\"equity_curve\": 0.038, \"index\": 968}, {\"equity_curve\": 0.042, \"index\": 969}, {\"equity_curve\": 0.042, \"index\": 970}, {\"equity_curve\": 0.05, \"index\": 971}, {\"equity_curve\": 0.054, \"index\": 972}, {\"equity_curve\": 0.056, \"index\": 973}, {\"equity_curve\": 0.061, \"index\": 974}, {\"equity_curve\": 0.062, \"index\": 975}, {\"equity_curve\": 0.058, \"index\": 976}, {\"equity_curve\": 0.055, \"index\": 977}, {\"equity_curve\": 0.051, \"index\": 978}, {\"equity_curve\": 0.05, \"index\": 979}, {\"equity_curve\": 0.053, \"index\": 980}, {\"equity_curve\": 0.046, \"index\": 981}, {\"equity_curve\": 0.044, \"index\": 982}, {\"equity_curve\": 0.048, \"index\": 983}, {\"equity_curve\": 0.047, \"index\": 984}, {\"equity_curve\": 0.04, \"index\": 985}, {\"equity_curve\": 0.039, \"index\": 986}, {\"equity_curve\": 0.037, \"index\": 987}, {\"equity_curve\": 0.036, \"index\": 988}, {\"equity_curve\": 0.036, \"index\": 989}, {\"equity_curve\": 0.02, \"index\": 990}, {\"equity_curve\": 0.01, \"index\": 991}, {\"equity_curve\": 0.013, \"index\": 992}, {\"equity_curve\": 0.015, \"index\": 993}, {\"equity_curve\": 0.016, \"index\": 994}, {\"equity_curve\": 0.006, \"index\": 995}, {\"equity_curve\": 0.014, \"index\": 996}, {\"equity_curve\": 0.012, \"index\": 997}, {\"equity_curve\": 0.011, \"index\": 998}, {\"equity_curve\": 0.013, \"index\": 999}, {\"equity_curve\": 0.014, \"index\": 1000}, {\"equity_curve\": 0.012, \"index\": 1001}, {\"equity_curve\": 0.015, \"index\": 1002}, {\"equity_curve\": 0.013, \"index\": 1003}, {\"equity_curve\": 0.013, \"index\": 1004}, {\"equity_curve\": 0.014, \"index\": 1005}, {\"equity_curve\": 0.011, \"index\": 1006}, {\"equity_curve\": 0.014, \"index\": 1007}, {\"equity_curve\": 0.013, \"index\": 1008}, {\"equity_curve\": 0.01, \"index\": 1009}, {\"equity_curve\": 0.004, \"index\": 1010}, {\"equity_curve\": 0.009, \"index\": 1011}, {\"equity_curve\": 0.007, \"index\": 1012}, {\"equity_curve\": 0.001, \"index\": 1013}, {\"equity_curve\": 0.004, \"index\": 1014}, {\"equity_curve\": 0.002, \"index\": 1015}, {\"equity_curve\": -0.0, \"index\": 1016}, {\"equity_curve\": 0.003, \"index\": 1017}, {\"equity_curve\": 0.002, \"index\": 1018}, {\"equity_curve\": 0.005, \"index\": 1019}, {\"equity_curve\": 0.005, \"index\": 1020}, {\"equity_curve\": 0.003, \"index\": 1021}, {\"equity_curve\": 0.006, \"index\": 1022}, {\"equity_curve\": 0.007, \"index\": 1023}, {\"equity_curve\": 0.005, \"index\": 1024}, {\"equity_curve\": 0.002, \"index\": 1025}, {\"equity_curve\": -0.0, \"index\": 1026}, {\"equity_curve\": -0.0, \"index\": 1027}, {\"equity_curve\": 0.0, \"index\": 1028}, {\"equity_curve\": 0.002, \"index\": 1029}, {\"equity_curve\": 0.005, \"index\": 1030}, {\"equity_curve\": 0.005, \"index\": 1031}, {\"equity_curve\": 0.004, \"index\": 1032}, {\"equity_curve\": 0.007, \"index\": 1033}, {\"equity_curve\": 0.008, \"index\": 1034}, {\"equity_curve\": 0.008, \"index\": 1035}, {\"equity_curve\": 0.01, \"index\": 1036}, {\"equity_curve\": 0.006, \"index\": 1037}, {\"equity_curve\": 0.007, \"index\": 1038}, {\"equity_curve\": 0.01, \"index\": 1039}, {\"equity_curve\": 0.002, \"index\": 1040}, {\"equity_curve\": 0.003, \"index\": 1041}, {\"equity_curve\": 0.002, \"index\": 1042}, {\"equity_curve\": 0.003, \"index\": 1043}, {\"equity_curve\": 0.006, \"index\": 1044}, {\"equity_curve\": 0.004, \"index\": 1045}, {\"equity_curve\": 0.009, \"index\": 1046}, {\"equity_curve\": 0.017, \"index\": 1047}, {\"equity_curve\": 0.019, \"index\": 1048}, {\"equity_curve\": 0.015, \"index\": 1049}, {\"equity_curve\": 0.015, \"index\": 1050}, {\"equity_curve\": 0.015, \"index\": 1051}, {\"equity_curve\": 0.013, \"index\": 1052}, {\"equity_curve\": 0.015, \"index\": 1053}, {\"equity_curve\": 0.013, \"index\": 1054}, {\"equity_curve\": 0.016, \"index\": 1055}, {\"equity_curve\": 0.012, \"index\": 1056}, {\"equity_curve\": 0.015, \"index\": 1057}, {\"equity_curve\": 0.011, \"index\": 1058}, {\"equity_curve\": 0.014, \"index\": 1059}, {\"equity_curve\": 0.015, \"index\": 1060}, {\"equity_curve\": 0.014, \"index\": 1061}, {\"equity_curve\": 0.01, \"index\": 1062}, {\"equity_curve\": 0.01, \"index\": 1063}, {\"equity_curve\": 0.011, \"index\": 1064}, {\"equity_curve\": 0.014, \"index\": 1065}, {\"equity_curve\": 0.016, \"index\": 1066}, {\"equity_curve\": 0.019, \"index\": 1067}, {\"equity_curve\": 0.013, \"index\": 1068}, {\"equity_curve\": 0.012, \"index\": 1069}, {\"equity_curve\": 0.015, \"index\": 1070}, {\"equity_curve\": 0.013, \"index\": 1071}, {\"equity_curve\": 0.011, \"index\": 1072}, {\"equity_curve\": 0.011, \"index\": 1073}, {\"equity_curve\": -0.001, \"index\": 1074}, {\"equity_curve\": -0.004, \"index\": 1075}, {\"equity_curve\": -0.003, \"index\": 1076}, {\"equity_curve\": -0.001, \"index\": 1077}, {\"equity_curve\": 0.0, \"index\": 1078}, {\"equity_curve\": 0.006, \"index\": 1079}, {\"equity_curve\": -0.009, \"index\": 1080}, {\"equity_curve\": -0.001, \"index\": 1081}, {\"equity_curve\": 0.001, \"index\": 1082}, {\"equity_curve\": 0.004, \"index\": 1083}, {\"equity_curve\": 0.002, \"index\": 1084}, {\"equity_curve\": 0.005, \"index\": 1085}, {\"equity_curve\": 0.005, \"index\": 1086}, {\"equity_curve\": 0.001, \"index\": 1087}, {\"equity_curve\": 0.007, \"index\": 1088}, {\"equity_curve\": 0.007, \"index\": 1089}, {\"equity_curve\": 0.007, \"index\": 1090}, {\"equity_curve\": 0.006, \"index\": 1091}, {\"equity_curve\": -0.002, \"index\": 1092}, {\"equity_curve\": 0.001, \"index\": 1093}, {\"equity_curve\": 0.007, \"index\": 1094}, {\"equity_curve\": 0.007, \"index\": 1095}, {\"equity_curve\": 0.008, \"index\": 1096}, {\"equity_curve\": 0.008, \"index\": 1097}, {\"equity_curve\": 0.009, \"index\": 1098}, {\"equity_curve\": 0.01, \"index\": 1099}, {\"equity_curve\": 0.01, \"index\": 1100}, {\"equity_curve\": 0.009, \"index\": 1101}, {\"equity_curve\": 0.011, \"index\": 1102}, {\"equity_curve\": 0.01, \"index\": 1103}, {\"equity_curve\": 0.01, \"index\": 1104}, {\"equity_curve\": 0.011, \"index\": 1105}, {\"equity_curve\": 0.013, \"index\": 1106}, {\"equity_curve\": 0.012, \"index\": 1107}, {\"equity_curve\": 0.012, \"index\": 1108}, {\"equity_curve\": 0.011, \"index\": 1109}, {\"equity_curve\": 0.012, \"index\": 1110}, {\"equity_curve\": 0.011, \"index\": 1111}, {\"equity_curve\": 0.01, \"index\": 1112}, {\"equity_curve\": 0.01, \"index\": 1113}, {\"equity_curve\": 0.012, \"index\": 1114}, {\"equity_curve\": 0.017, \"index\": 1115}, {\"equity_curve\": 0.018, \"index\": 1116}, {\"equity_curve\": 0.02, \"index\": 1117}, {\"equity_curve\": 0.02, \"index\": 1118}, {\"equity_curve\": 0.016, \"index\": 1119}, {\"equity_curve\": 0.016, \"index\": 1120}, {\"equity_curve\": 0.015, \"index\": 1121}, {\"equity_curve\": 0.015, \"index\": 1122}, {\"equity_curve\": 0.018, \"index\": 1123}, {\"equity_curve\": 0.013, \"index\": 1124}, {\"equity_curve\": 0.014, \"index\": 1125}, {\"equity_curve\": 0.012, \"index\": 1126}, {\"equity_curve\": 0.012, \"index\": 1127}, {\"equity_curve\": 0.012, \"index\": 1128}, {\"equity_curve\": 0.013, \"index\": 1129}, {\"equity_curve\": 0.016, \"index\": 1130}, {\"equity_curve\": 0.017, \"index\": 1131}, {\"equity_curve\": 0.016, \"index\": 1132}, {\"equity_curve\": 0.018, \"index\": 1133}, {\"equity_curve\": 0.016, \"index\": 1134}, {\"equity_curve\": 0.017, \"index\": 1135}, {\"equity_curve\": 0.017, \"index\": 1136}, {\"equity_curve\": 0.015, \"index\": 1137}, {\"equity_curve\": 0.009, \"index\": 1138}, {\"equity_curve\": 0.009, \"index\": 1139}, {\"equity_curve\": 0.009, \"index\": 1140}, {\"equity_curve\": 0.004, \"index\": 1141}, {\"equity_curve\": 0.004, \"index\": 1142}, {\"equity_curve\": 0.002, \"index\": 1143}, {\"equity_curve\": 0.006, \"index\": 1144}, {\"equity_curve\": 0.008, \"index\": 1145}, {\"equity_curve\": -0.005, \"index\": 1146}, {\"equity_curve\": -0.003, \"index\": 1147}, {\"equity_curve\": -0.003, \"index\": 1148}, {\"equity_curve\": -0.012, \"index\": 1149}, {\"equity_curve\": -0.01, \"index\": 1150}, {\"equity_curve\": -0.007, \"index\": 1151}, {\"equity_curve\": -0.007, \"index\": 1152}, {\"equity_curve\": -0.009, \"index\": 1153}, {\"equity_curve\": -0.012, \"index\": 1154}, {\"equity_curve\": -0.012, \"index\": 1155}, {\"equity_curve\": -0.011, \"index\": 1156}, {\"equity_curve\": -0.008, \"index\": 1157}, {\"equity_curve\": -0.008, \"index\": 1158}, {\"equity_curve\": -0.011, \"index\": 1159}, {\"equity_curve\": -0.021, \"index\": 1160}, {\"equity_curve\": -0.015, \"index\": 1161}, {\"equity_curve\": -0.008, \"index\": 1162}, {\"equity_curve\": -0.006, \"index\": 1163}, {\"equity_curve\": -0.009, \"index\": 1164}, {\"equity_curve\": 0.0, \"index\": 1165}, {\"equity_curve\": 0.001, \"index\": 1166}, {\"equity_curve\": 0.001, \"index\": 1167}, {\"equity_curve\": -0.0, \"index\": 1168}, {\"equity_curve\": 0.001, \"index\": 1169}, {\"equity_curve\": 0.0, \"index\": 1170}, {\"equity_curve\": 0.001, \"index\": 1171}, {\"equity_curve\": 0.002, \"index\": 1172}, {\"equity_curve\": 0.0, \"index\": 1173}, {\"equity_curve\": -0.004, \"index\": 1174}, {\"equity_curve\": -0.013, \"index\": 1175}, {\"equity_curve\": 0.008, \"index\": 1176}, {\"equity_curve\": 0.01, \"index\": 1177}, {\"equity_curve\": 0.015, \"index\": 1178}, {\"equity_curve\": 0.014, \"index\": 1179}, {\"equity_curve\": 0.015, \"index\": 1180}, {\"equity_curve\": 0.013, \"index\": 1181}, {\"equity_curve\": 0.014, \"index\": 1182}, {\"equity_curve\": 0.02, \"index\": 1183}, {\"equity_curve\": 0.017, \"index\": 1184}, {\"equity_curve\": 0.016, \"index\": 1185}, {\"equity_curve\": 0.016, \"index\": 1186}, {\"equity_curve\": 0.017, \"index\": 1187}, {\"equity_curve\": 0.015, \"index\": 1188}, {\"equity_curve\": 0.017, \"index\": 1189}, {\"equity_curve\": 0.014, \"index\": 1190}, {\"equity_curve\": 0.014, \"index\": 1191}, {\"equity_curve\": 0.011, \"index\": 1192}, {\"equity_curve\": 0.011, \"index\": 1193}, {\"equity_curve\": 0.014, \"index\": 1194}, {\"equity_curve\": 0.014, \"index\": 1195}, {\"equity_curve\": 0.011, \"index\": 1196}, {\"equity_curve\": 0.013, \"index\": 1197}, {\"equity_curve\": 0.012, \"index\": 1198}, {\"equity_curve\": 0.009, \"index\": 1199}, {\"equity_curve\": 0.013, \"index\": 1200}, {\"equity_curve\": 0.02, \"index\": 1201}, {\"equity_curve\": 0.02, \"index\": 1202}, {\"equity_curve\": 0.023, \"index\": 1203}, {\"equity_curve\": 0.027, \"index\": 1204}, {\"equity_curve\": 0.025, \"index\": 1205}, {\"equity_curve\": 0.023, \"index\": 1206}, {\"equity_curve\": 0.023, \"index\": 1207}, {\"equity_curve\": 0.021, \"index\": 1208}, {\"equity_curve\": 0.021, \"index\": 1209}, {\"equity_curve\": 0.019, \"index\": 1210}, {\"equity_curve\": 0.022, \"index\": 1211}, {\"equity_curve\": 0.021, \"index\": 1212}, {\"equity_curve\": 0.025, \"index\": 1213}, {\"equity_curve\": 0.022, \"index\": 1214}, {\"equity_curve\": 0.02, \"index\": 1215}, {\"equity_curve\": 0.018, \"index\": 1216}, {\"equity_curve\": 0.016, \"index\": 1217}, {\"equity_curve\": 0.016, \"index\": 1218}, {\"equity_curve\": 0.018, \"index\": 1219}, {\"equity_curve\": 0.019, \"index\": 1220}, {\"equity_curve\": 0.018, \"index\": 1221}, {\"equity_curve\": 0.019, \"index\": 1222}, {\"equity_curve\": 0.02, \"index\": 1223}, {\"equity_curve\": 0.016, \"index\": 1224}, {\"equity_curve\": 0.011, \"index\": 1225}, {\"equity_curve\": 0.007, \"index\": 1226}, {\"equity_curve\": 0.007, \"index\": 1227}, {\"equity_curve\": 0.01, \"index\": 1228}, {\"equity_curve\": 0.012, \"index\": 1229}, {\"equity_curve\": 0.013, \"index\": 1230}, {\"equity_curve\": 0.019, \"index\": 1231}, {\"equity_curve\": 0.019, \"index\": 1232}, {\"equity_curve\": 0.01, \"index\": 1233}, {\"equity_curve\": 0.003, \"index\": 1234}, {\"equity_curve\": 0.006, \"index\": 1235}, {\"equity_curve\": 0.012, \"index\": 1236}, {\"equity_curve\": 0.014, \"index\": 1237}, {\"equity_curve\": 0.014, \"index\": 1238}, {\"equity_curve\": 0.015, \"index\": 1239}, {\"equity_curve\": 0.016, \"index\": 1240}, {\"equity_curve\": 0.019, \"index\": 1241}, {\"equity_curve\": 0.029, \"index\": 1242}, {\"equity_curve\": 0.031, \"index\": 1243}, {\"equity_curve\": 0.034, \"index\": 1244}, {\"equity_curve\": 0.034, \"index\": 1245}, {\"equity_curve\": 0.035, \"index\": 1246}, {\"equity_curve\": 0.042, \"index\": 1247}, {\"equity_curve\": 0.041, \"index\": 1248}, {\"equity_curve\": 0.064, \"index\": 1249}, {\"equity_curve\": 0.065, \"index\": 1250}, {\"equity_curve\": 0.066, \"index\": 1251}, {\"equity_curve\": 0.064, \"index\": 1252}, {\"equity_curve\": 0.069, \"index\": 1253}, {\"equity_curve\": 0.073, \"index\": 1254}, {\"equity_curve\": 0.072, \"index\": 1255}, {\"equity_curve\": 0.082, \"index\": 1256}, {\"equity_curve\": 0.084, \"index\": 1257}, {\"equity_curve\": 0.082, \"index\": 1258}, {\"equity_curve\": 0.084, \"index\": 1259}, {\"equity_curve\": 0.084, \"index\": 1260}, {\"equity_curve\": 0.087, \"index\": 1261}, {\"equity_curve\": 0.086, \"index\": 1262}, {\"equity_curve\": 0.088, \"index\": 1263}, {\"equity_curve\": 0.087, \"index\": 1264}, {\"equity_curve\": 0.087, \"index\": 1265}, {\"equity_curve\": 0.088, \"index\": 1266}, {\"equity_curve\": 0.089, \"index\": 1267}, {\"equity_curve\": 0.086, \"index\": 1268}, {\"equity_curve\": 0.087, \"index\": 1269}, {\"equity_curve\": 0.087, \"index\": 1270}, {\"equity_curve\": 0.088, \"index\": 1271}, {\"equity_curve\": 0.088, \"index\": 1272}, {\"equity_curve\": 0.087, \"index\": 1273}, {\"equity_curve\": 0.083, \"index\": 1274}, {\"equity_curve\": 0.082, \"index\": 1275}, {\"equity_curve\": 0.081, \"index\": 1276}, {\"equity_curve\": 0.082, \"index\": 1277}, {\"equity_curve\": 0.08, \"index\": 1278}, {\"equity_curve\": 0.082, \"index\": 1279}, {\"equity_curve\": 0.082, \"index\": 1280}, {\"equity_curve\": 0.082, \"index\": 1281}, {\"equity_curve\": 0.082, \"index\": 1282}, {\"equity_curve\": 0.083, \"index\": 1283}, {\"equity_curve\": 0.085, \"index\": 1284}, {\"equity_curve\": 0.086, \"index\": 1285}, {\"equity_curve\": 0.086, \"index\": 1286}, {\"equity_curve\": 0.085, \"index\": 1287}, {\"equity_curve\": 0.086, \"index\": 1288}, {\"equity_curve\": 0.085, \"index\": 1289}, {\"equity_curve\": 0.087, \"index\": 1290}, {\"equity_curve\": 0.09, \"index\": 1291}, {\"equity_curve\": 0.09, \"index\": 1292}, {\"equity_curve\": 0.091, \"index\": 1293}, {\"equity_curve\": 0.092, \"index\": 1294}, {\"equity_curve\": 0.09, \"index\": 1295}, {\"equity_curve\": 0.091, \"index\": 1296}, {\"equity_curve\": 0.09, \"index\": 1297}, {\"equity_curve\": 0.092, \"index\": 1298}, {\"equity_curve\": 0.091, \"index\": 1299}, {\"equity_curve\": 0.089, \"index\": 1300}, {\"equity_curve\": 0.09, \"index\": 1301}, {\"equity_curve\": 0.091, \"index\": 1302}, {\"equity_curve\": 0.092, \"index\": 1303}, {\"equity_curve\": 0.09, \"index\": 1304}, {\"equity_curve\": 0.091, \"index\": 1305}, {\"equity_curve\": 0.09, \"index\": 1306}, {\"equity_curve\": 0.088, \"index\": 1307}, {\"equity_curve\": 0.088, \"index\": 1308}, {\"equity_curve\": 0.091, \"index\": 1309}, {\"equity_curve\": 0.09, \"index\": 1310}, {\"equity_curve\": 0.09, \"index\": 1311}, {\"equity_curve\": 0.091, \"index\": 1312}, {\"equity_curve\": 0.091, \"index\": 1313}, {\"equity_curve\": 0.093, \"index\": 1314}, {\"equity_curve\": 0.097, \"index\": 1315}, {\"equity_curve\": 0.1, \"index\": 1316}, {\"equity_curve\": 0.101, \"index\": 1317}, {\"equity_curve\": 0.101, \"index\": 1318}, {\"equity_curve\": 0.1, \"index\": 1319}, {\"equity_curve\": 0.099, \"index\": 1320}, {\"equity_curve\": 0.106, \"index\": 1321}, {\"equity_curve\": 0.106, \"index\": 1322}, {\"equity_curve\": 0.108, \"index\": 1323}, {\"equity_curve\": 0.106, \"index\": 1324}, {\"equity_curve\": 0.108, \"index\": 1325}, {\"equity_curve\": 0.105, \"index\": 1326}, {\"equity_curve\": 0.104, \"index\": 1327}, {\"equity_curve\": 0.107, \"index\": 1328}, {\"equity_curve\": 0.106, \"index\": 1329}, {\"equity_curve\": 0.108, \"index\": 1330}, {\"equity_curve\": 0.104, \"index\": 1331}, {\"equity_curve\": 0.101, \"index\": 1332}, {\"equity_curve\": 0.101, \"index\": 1333}, {\"equity_curve\": 0.105, \"index\": 1334}, {\"equity_curve\": 0.107, \"index\": 1335}, {\"equity_curve\": 0.106, \"index\": 1336}, {\"equity_curve\": 0.098, \"index\": 1337}, {\"equity_curve\": 0.098, \"index\": 1338}, {\"equity_curve\": 0.098, \"index\": 1339}, {\"equity_curve\": 0.098, \"index\": 1340}, {\"equity_curve\": 0.096, \"index\": 1341}, {\"equity_curve\": 0.093, \"index\": 1342}, {\"equity_curve\": 0.095, \"index\": 1343}, {\"equity_curve\": 0.096, \"index\": 1344}, {\"equity_curve\": 0.087, \"index\": 1345}, {\"equity_curve\": 0.079, \"index\": 1346}, {\"equity_curve\": 0.08, \"index\": 1347}, {\"equity_curve\": 0.08, \"index\": 1348}, {\"equity_curve\": 0.081, \"index\": 1349}, {\"equity_curve\": 0.083, \"index\": 1350}, {\"equity_curve\": 0.085, \"index\": 1351}, {\"equity_curve\": 0.083, \"index\": 1352}, {\"equity_curve\": 0.085, \"index\": 1353}, {\"equity_curve\": 0.085, \"index\": 1354}, {\"equity_curve\": 0.08, \"index\": 1355}, {\"equity_curve\": 0.08, \"index\": 1356}, {\"equity_curve\": 0.084, \"index\": 1357}, {\"equity_curve\": 0.085, \"index\": 1358}, {\"equity_curve\": 0.085, \"index\": 1359}, {\"equity_curve\": 0.085, \"index\": 1360}, {\"equity_curve\": 0.087, \"index\": 1361}, {\"equity_curve\": 0.094, \"index\": 1362}, {\"equity_curve\": 0.093, \"index\": 1363}, {\"equity_curve\": 0.093, \"index\": 1364}, {\"equity_curve\": 0.093, \"index\": 1365}, {\"equity_curve\": 0.094, \"index\": 1366}, {\"equity_curve\": 0.104, \"index\": 1367}, {\"equity_curve\": 0.108, \"index\": 1368}, {\"equity_curve\": 0.109, \"index\": 1369}, {\"equity_curve\": 0.109, \"index\": 1370}, {\"equity_curve\": 0.109, \"index\": 1371}, {\"equity_curve\": 0.108, \"index\": 1372}, {\"equity_curve\": 0.107, \"index\": 1373}, {\"equity_curve\": 0.107, \"index\": 1374}, {\"equity_curve\": 0.107, \"index\": 1375}, {\"equity_curve\": 0.109, \"index\": 1376}, {\"equity_curve\": 0.109, \"index\": 1377}, {\"equity_curve\": 0.11, \"index\": 1378}, {\"equity_curve\": 0.11, \"index\": 1379}, {\"equity_curve\": 0.11, \"index\": 1380}, {\"equity_curve\": 0.109, \"index\": 1381}, {\"equity_curve\": 0.114, \"index\": 1382}, {\"equity_curve\": 0.112, \"index\": 1383}, {\"equity_curve\": 0.111, \"index\": 1384}, {\"equity_curve\": 0.111, \"index\": 1385}, {\"equity_curve\": 0.109, \"index\": 1386}, {\"equity_curve\": 0.109, \"index\": 1387}, {\"equity_curve\": 0.108, \"index\": 1388}, {\"equity_curve\": 0.109, \"index\": 1389}, {\"equity_curve\": 0.109, \"index\": 1390}, {\"equity_curve\": 0.108, \"index\": 1391}, {\"equity_curve\": 0.114, \"index\": 1392}, {\"equity_curve\": 0.113, \"index\": 1393}, {\"equity_curve\": 0.115, \"index\": 1394}, {\"equity_curve\": 0.118, \"index\": 1395}, {\"equity_curve\": 0.119, \"index\": 1396}, {\"equity_curve\": 0.116, \"index\": 1397}, {\"equity_curve\": 0.117, \"index\": 1398}, {\"equity_curve\": 0.117, \"index\": 1399}, {\"equity_curve\": 0.118, \"index\": 1400}, {\"equity_curve\": 0.123, \"index\": 1401}, {\"equity_curve\": 0.126, \"index\": 1402}, {\"equity_curve\": 0.123, \"index\": 1403}, {\"equity_curve\": 0.127, \"index\": 1404}, {\"equity_curve\": 0.127, \"index\": 1405}, {\"equity_curve\": 0.125, \"index\": 1406}, {\"equity_curve\": 0.127, \"index\": 1407}, {\"equity_curve\": 0.129, \"index\": 1408}, {\"equity_curve\": 0.127, \"index\": 1409}, {\"equity_curve\": 0.125, \"index\": 1410}, {\"equity_curve\": 0.124, \"index\": 1411}, {\"equity_curve\": 0.124, \"index\": 1412}, {\"equity_curve\": 0.124, \"index\": 1413}, {\"equity_curve\": 0.123, \"index\": 1414}, {\"equity_curve\": 0.125, \"index\": 1415}, {\"equity_curve\": 0.125, \"index\": 1416}, {\"equity_curve\": 0.126, \"index\": 1417}, {\"equity_curve\": 0.125, \"index\": 1418}, {\"equity_curve\": 0.128, \"index\": 1419}, {\"equity_curve\": 0.131, \"index\": 1420}, {\"equity_curve\": 0.125, \"index\": 1421}, {\"equity_curve\": 0.126, \"index\": 1422}, {\"equity_curve\": 0.13, \"index\": 1423}, {\"equity_curve\": 0.128, \"index\": 1424}, {\"equity_curve\": 0.129, \"index\": 1425}, {\"equity_curve\": 0.129, \"index\": 1426}, {\"equity_curve\": 0.131, \"index\": 1427}, {\"equity_curve\": 0.127, \"index\": 1428}, {\"equity_curve\": 0.128, \"index\": 1429}, {\"equity_curve\": 0.129, \"index\": 1430}, {\"equity_curve\": 0.126, \"index\": 1431}, {\"equity_curve\": 0.126, \"index\": 1432}, {\"equity_curve\": 0.127, \"index\": 1433}, {\"equity_curve\": 0.127, \"index\": 1434}, {\"equity_curve\": 0.129, \"index\": 1435}, {\"equity_curve\": 0.129, \"index\": 1436}, {\"equity_curve\": 0.128, \"index\": 1437}, {\"equity_curve\": 0.129, \"index\": 1438}, {\"equity_curve\": 0.129, \"index\": 1439}, {\"equity_curve\": 0.127, \"index\": 1440}, {\"equity_curve\": 0.127, \"index\": 1441}, {\"equity_curve\": 0.127, \"index\": 1442}, {\"equity_curve\": 0.123, \"index\": 1443}, {\"equity_curve\": 0.125, \"index\": 1444}, {\"equity_curve\": 0.126, \"index\": 1445}, {\"equity_curve\": 0.127, \"index\": 1446}, {\"equity_curve\": 0.128, \"index\": 1447}, {\"equity_curve\": 0.128, \"index\": 1448}, {\"equity_curve\": 0.128, \"index\": 1449}, {\"equity_curve\": 0.128, \"index\": 1450}, {\"equity_curve\": 0.128, \"index\": 1451}, {\"equity_curve\": 0.129, \"index\": 1452}, {\"equity_curve\": 0.128, \"index\": 1453}, {\"equity_curve\": 0.126, \"index\": 1454}, {\"equity_curve\": 0.127, \"index\": 1455}, {\"equity_curve\": 0.128, \"index\": 1456}, {\"equity_curve\": 0.127, \"index\": 1457}, {\"equity_curve\": 0.127, \"index\": 1458}, {\"equity_curve\": 0.128, \"index\": 1459}, {\"equity_curve\": 0.129, \"index\": 1460}, {\"equity_curve\": 0.129, \"index\": 1461}, {\"equity_curve\": 0.127, \"index\": 1462}, {\"equity_curve\": 0.127, \"index\": 1463}, {\"equity_curve\": 0.123, \"index\": 1464}, {\"equity_curve\": 0.124, \"index\": 1465}, {\"equity_curve\": 0.122, \"index\": 1466}, {\"equity_curve\": 0.124, \"index\": 1467}, {\"equity_curve\": 0.125, \"index\": 1468}, {\"equity_curve\": 0.124, \"index\": 1469}, {\"equity_curve\": 0.126, \"index\": 1470}, {\"equity_curve\": 0.127, \"index\": 1471}, {\"equity_curve\": 0.13, \"index\": 1472}, {\"equity_curve\": 0.129, \"index\": 1473}, {\"equity_curve\": 0.123, \"index\": 1474}, {\"equity_curve\": 0.121, \"index\": 1475}, {\"equity_curve\": 0.122, \"index\": 1476}, {\"equity_curve\": 0.123, \"index\": 1477}, {\"equity_curve\": 0.124, \"index\": 1478}, {\"equity_curve\": 0.129, \"index\": 1479}, {\"equity_curve\": 0.133, \"index\": 1480}, {\"equity_curve\": 0.137, \"index\": 1481}, {\"equity_curve\": 0.14, \"index\": 1482}, {\"equity_curve\": 0.13, \"index\": 1483}, {\"equity_curve\": 0.131, \"index\": 1484}, {\"equity_curve\": 0.13, \"index\": 1485}, {\"equity_curve\": 0.133, \"index\": 1486}, {\"equity_curve\": 0.13, \"index\": 1487}, {\"equity_curve\": 0.129, \"index\": 1488}, {\"equity_curve\": 0.13, \"index\": 1489}, {\"equity_curve\": 0.131, \"index\": 1490}, {\"equity_curve\": 0.13, \"index\": 1491}, {\"equity_curve\": 0.133, \"index\": 1492}, {\"equity_curve\": 0.135, \"index\": 1493}, {\"equity_curve\": 0.135, \"index\": 1494}, {\"equity_curve\": 0.136, \"index\": 1495}, {\"equity_curve\": 0.137, \"index\": 1496}, {\"equity_curve\": 0.135, \"index\": 1497}, {\"equity_curve\": 0.136, \"index\": 1498}, {\"equity_curve\": 0.133, \"index\": 1499}, {\"equity_curve\": 0.133, \"index\": 1500}, {\"equity_curve\": 0.133, \"index\": 1501}, {\"equity_curve\": 0.135, \"index\": 1502}, {\"equity_curve\": 0.137, \"index\": 1503}, {\"equity_curve\": 0.141, \"index\": 1504}, {\"equity_curve\": 0.139, \"index\": 1505}, {\"equity_curve\": 0.139, \"index\": 1506}, {\"equity_curve\": 0.137, \"index\": 1507}, {\"equity_curve\": 0.135, \"index\": 1508}, {\"equity_curve\": 0.134, \"index\": 1509}, {\"equity_curve\": 0.134, \"index\": 1510}, {\"equity_curve\": 0.135, \"index\": 1511}, {\"equity_curve\": 0.133, \"index\": 1512}, {\"equity_curve\": 0.134, \"index\": 1513}, {\"equity_curve\": 0.139, \"index\": 1514}, {\"equity_curve\": 0.14, \"index\": 1515}, {\"equity_curve\": 0.137, \"index\": 1516}, {\"equity_curve\": 0.137, \"index\": 1517}, {\"equity_curve\": 0.133, \"index\": 1518}, {\"equity_curve\": 0.134, \"index\": 1519}, {\"equity_curve\": 0.134, \"index\": 1520}, {\"equity_curve\": 0.134, \"index\": 1521}, {\"equity_curve\": 0.134, \"index\": 1522}, {\"equity_curve\": 0.132, \"index\": 1523}, {\"equity_curve\": 0.133, \"index\": 1524}, {\"equity_curve\": 0.133, \"index\": 1525}, {\"equity_curve\": 0.13, \"index\": 1526}, {\"equity_curve\": 0.13, \"index\": 1527}, {\"equity_curve\": 0.137, \"index\": 1528}, {\"equity_curve\": 0.137, \"index\": 1529}, {\"equity_curve\": 0.138, \"index\": 1530}, {\"equity_curve\": 0.135, \"index\": 1531}, {\"equity_curve\": 0.133, \"index\": 1532}, {\"equity_curve\": 0.131, \"index\": 1533}, {\"equity_curve\": 0.13, \"index\": 1534}, {\"equity_curve\": 0.13, \"index\": 1535}, {\"equity_curve\": 0.129, \"index\": 1536}, {\"equity_curve\": 0.125, \"index\": 1537}, {\"equity_curve\": 0.127, \"index\": 1538}, {\"equity_curve\": 0.125, \"index\": 1539}, {\"equity_curve\": 0.124, \"index\": 1540}, {\"equity_curve\": 0.121, \"index\": 1541}, {\"equity_curve\": 0.125, \"index\": 1542}, {\"equity_curve\": 0.125, \"index\": 1543}, {\"equity_curve\": 0.121, \"index\": 1544}, {\"equity_curve\": 0.125, \"index\": 1545}, {\"equity_curve\": 0.126, \"index\": 1546}, {\"equity_curve\": 0.127, \"index\": 1547}, {\"equity_curve\": 0.13, \"index\": 1548}, {\"equity_curve\": 0.132, \"index\": 1549}, {\"equity_curve\": 0.138, \"index\": 1550}, {\"equity_curve\": 0.138, \"index\": 1551}, {\"equity_curve\": 0.141, \"index\": 1552}, {\"equity_curve\": 0.139, \"index\": 1553}, {\"equity_curve\": 0.139, \"index\": 1554}, {\"equity_curve\": 0.141, \"index\": 1555}, {\"equity_curve\": 0.141, \"index\": 1556}, {\"equity_curve\": 0.14, \"index\": 1557}, {\"equity_curve\": 0.139, \"index\": 1558}, {\"equity_curve\": 0.14, \"index\": 1559}, {\"equity_curve\": 0.142, \"index\": 1560}, {\"equity_curve\": 0.144, \"index\": 1561}, {\"equity_curve\": 0.144, \"index\": 1562}, {\"equity_curve\": 0.143, \"index\": 1563}, {\"equity_curve\": 0.144, \"index\": 1564}, {\"equity_curve\": 0.146, \"index\": 1565}, {\"equity_curve\": 0.143, \"index\": 1566}, {\"equity_curve\": 0.143, \"index\": 1567}, {\"equity_curve\": 0.141, \"index\": 1568}, {\"equity_curve\": 0.139, \"index\": 1569}, {\"equity_curve\": 0.139, \"index\": 1570}, {\"equity_curve\": 0.142, \"index\": 1571}, {\"equity_curve\": 0.141, \"index\": 1572}, {\"equity_curve\": 0.142, \"index\": 1573}, {\"equity_curve\": 0.141, \"index\": 1574}, {\"equity_curve\": 0.141, \"index\": 1575}, {\"equity_curve\": 0.14, \"index\": 1576}, {\"equity_curve\": 0.138, \"index\": 1577}, {\"equity_curve\": 0.14, \"index\": 1578}, {\"equity_curve\": 0.14, \"index\": 1579}, {\"equity_curve\": 0.136, \"index\": 1580}, {\"equity_curve\": 0.137, \"index\": 1581}, {\"equity_curve\": 0.136, \"index\": 1582}, {\"equity_curve\": 0.134, \"index\": 1583}, {\"equity_curve\": 0.135, \"index\": 1584}, {\"equity_curve\": 0.131, \"index\": 1585}, {\"equity_curve\": 0.131, \"index\": 1586}, {\"equity_curve\": 0.133, \"index\": 1587}, {\"equity_curve\": 0.128, \"index\": 1588}, {\"equity_curve\": 0.127, \"index\": 1589}, {\"equity_curve\": 0.125, \"index\": 1590}, {\"equity_curve\": 0.127, \"index\": 1591}, {\"equity_curve\": 0.128, \"index\": 1592}, {\"equity_curve\": 0.129, \"index\": 1593}, {\"equity_curve\": 0.129, \"index\": 1594}, {\"equity_curve\": 0.13, \"index\": 1595}, {\"equity_curve\": 0.129, \"index\": 1596}, {\"equity_curve\": 0.129, \"index\": 1597}, {\"equity_curve\": 0.127, \"index\": 1598}, {\"equity_curve\": 0.129, \"index\": 1599}, {\"equity_curve\": 0.13, \"index\": 1600}, {\"equity_curve\": 0.13, \"index\": 1601}, {\"equity_curve\": 0.132, \"index\": 1602}, {\"equity_curve\": 0.13, \"index\": 1603}, {\"equity_curve\": 0.129, \"index\": 1604}, {\"equity_curve\": 0.13, \"index\": 1605}, {\"equity_curve\": 0.131, \"index\": 1606}, {\"equity_curve\": 0.131, \"index\": 1607}, {\"equity_curve\": 0.132, \"index\": 1608}, {\"equity_curve\": 0.132, \"index\": 1609}, {\"equity_curve\": 0.132, \"index\": 1610}, {\"equity_curve\": 0.132, \"index\": 1611}, {\"equity_curve\": 0.131, \"index\": 1612}, {\"equity_curve\": 0.13, \"index\": 1613}, {\"equity_curve\": 0.13, \"index\": 1614}, {\"equity_curve\": 0.13, \"index\": 1615}, {\"equity_curve\": 0.13, \"index\": 1616}, {\"equity_curve\": 0.13, \"index\": 1617}, {\"equity_curve\": 0.129, \"index\": 1618}, {\"equity_curve\": 0.129, \"index\": 1619}, {\"equity_curve\": 0.128, \"index\": 1620}, {\"equity_curve\": 0.13, \"index\": 1621}, {\"equity_curve\": 0.129, \"index\": 1622}, {\"equity_curve\": 0.128, \"index\": 1623}, {\"equity_curve\": 0.129, \"index\": 1624}, {\"equity_curve\": 0.13, \"index\": 1625}, {\"equity_curve\": 0.131, \"index\": 1626}, {\"equity_curve\": 0.129, \"index\": 1627}, {\"equity_curve\": 0.13, \"index\": 1628}, {\"equity_curve\": 0.128, \"index\": 1629}, {\"equity_curve\": 0.129, \"index\": 1630}, {\"equity_curve\": 0.129, \"index\": 1631}, {\"equity_curve\": 0.129, \"index\": 1632}, {\"equity_curve\": 0.128, \"index\": 1633}, {\"equity_curve\": 0.128, \"index\": 1634}, {\"equity_curve\": 0.126, \"index\": 1635}, {\"equity_curve\": 0.129, \"index\": 1636}, {\"equity_curve\": 0.128, \"index\": 1637}, {\"equity_curve\": 0.128, \"index\": 1638}, {\"equity_curve\": 0.126, \"index\": 1639}, {\"equity_curve\": 0.127, \"index\": 1640}, {\"equity_curve\": 0.128, \"index\": 1641}, {\"equity_curve\": 0.126, \"index\": 1642}, {\"equity_curve\": 0.118, \"index\": 1643}, {\"equity_curve\": 0.117, \"index\": 1644}, {\"equity_curve\": 0.116, \"index\": 1645}, {\"equity_curve\": 0.121, \"index\": 1646}, {\"equity_curve\": 0.119, \"index\": 1647}, {\"equity_curve\": 0.125, \"index\": 1648}, {\"equity_curve\": 0.117, \"index\": 1649}, {\"equity_curve\": 0.115, \"index\": 1650}, {\"equity_curve\": 0.116, \"index\": 1651}, {\"equity_curve\": 0.113, \"index\": 1652}, {\"equity_curve\": 0.117, \"index\": 1653}, {\"equity_curve\": 0.118, \"index\": 1654}, {\"equity_curve\": 0.119, \"index\": 1655}, {\"equity_curve\": 0.123, \"index\": 1656}, {\"equity_curve\": 0.121, \"index\": 1657}, {\"equity_curve\": 0.122, \"index\": 1658}, {\"equity_curve\": 0.12, \"index\": 1659}, {\"equity_curve\": 0.118, \"index\": 1660}, {\"equity_curve\": 0.119, \"index\": 1661}, {\"equity_curve\": 0.116, \"index\": 1662}, {\"equity_curve\": 0.122, \"index\": 1663}, {\"equity_curve\": 0.123, \"index\": 1664}, {\"equity_curve\": 0.126, \"index\": 1665}, {\"equity_curve\": 0.127, \"index\": 1666}, {\"equity_curve\": 0.124, \"index\": 1667}, {\"equity_curve\": 0.122, \"index\": 1668}, {\"equity_curve\": 0.119, \"index\": 1669}, {\"equity_curve\": 0.124, \"index\": 1670}, {\"equity_curve\": 0.125, \"index\": 1671}, {\"equity_curve\": 0.122, \"index\": 1672}, {\"equity_curve\": 0.125, \"index\": 1673}, {\"equity_curve\": 0.126, \"index\": 1674}, {\"equity_curve\": 0.127, \"index\": 1675}, {\"equity_curve\": 0.125, \"index\": 1676}, {\"equity_curve\": 0.125, \"index\": 1677}, {\"equity_curve\": 0.125, \"index\": 1678}, {\"equity_curve\": 0.125, \"index\": 1679}, {\"equity_curve\": 0.125, \"index\": 1680}, {\"equity_curve\": 0.122, \"index\": 1681}, {\"equity_curve\": 0.124, \"index\": 1682}, {\"equity_curve\": 0.124, \"index\": 1683}, {\"equity_curve\": 0.116, \"index\": 1684}, {\"equity_curve\": 0.115, \"index\": 1685}, {\"equity_curve\": 0.114, \"index\": 1686}, {\"equity_curve\": 0.116, \"index\": 1687}, {\"equity_curve\": 0.118, \"index\": 1688}, {\"equity_curve\": 0.118, \"index\": 1689}, {\"equity_curve\": 0.117, \"index\": 1690}, {\"equity_curve\": 0.119, \"index\": 1691}, {\"equity_curve\": 0.121, \"index\": 1692}, {\"equity_curve\": 0.118, \"index\": 1693}, {\"equity_curve\": 0.114, \"index\": 1694}, {\"equity_curve\": 0.118, \"index\": 1695}, {\"equity_curve\": 0.122, \"index\": 1696}, {\"equity_curve\": 0.123, \"index\": 1697}, {\"equity_curve\": 0.123, \"index\": 1698}, {\"equity_curve\": 0.123, \"index\": 1699}, {\"equity_curve\": 0.124, \"index\": 1700}, {\"equity_curve\": 0.126, \"index\": 1701}, {\"equity_curve\": 0.127, \"index\": 1702}, {\"equity_curve\": 0.127, \"index\": 1703}, {\"equity_curve\": 0.125, \"index\": 1704}, {\"equity_curve\": 0.133, \"index\": 1705}, {\"equity_curve\": 0.129, \"index\": 1706}, {\"equity_curve\": 0.126, \"index\": 1707}, {\"equity_curve\": 0.126, \"index\": 1708}, {\"equity_curve\": 0.127, \"index\": 1709}, {\"equity_curve\": 0.125, \"index\": 1710}, {\"equity_curve\": 0.126, \"index\": 1711}, {\"equity_curve\": 0.125, \"index\": 1712}, {\"equity_curve\": 0.125, \"index\": 1713}, {\"equity_curve\": 0.124, \"index\": 1714}, {\"equity_curve\": 0.122, \"index\": 1715}, {\"equity_curve\": 0.119, \"index\": 1716}, {\"equity_curve\": 0.121, \"index\": 1717}, {\"equity_curve\": 0.118, \"index\": 1718}, {\"equity_curve\": 0.11, \"index\": 1719}, {\"equity_curve\": 0.111, \"index\": 1720}, {\"equity_curve\": 0.109, \"index\": 1721}, {\"equity_curve\": 0.111, \"index\": 1722}, {\"equity_curve\": 0.11, \"index\": 1723}, {\"equity_curve\": 0.109, \"index\": 1724}, {\"equity_curve\": 0.11, \"index\": 1725}, {\"equity_curve\": 0.107, \"index\": 1726}, {\"equity_curve\": 0.105, \"index\": 1727}, {\"equity_curve\": 0.104, \"index\": 1728}, {\"equity_curve\": 0.109, \"index\": 1729}, {\"equity_curve\": 0.109, \"index\": 1730}, {\"equity_curve\": 0.115, \"index\": 1731}, {\"equity_curve\": 0.096, \"index\": 1732}, {\"equity_curve\": 0.104, \"index\": 1733}, {\"equity_curve\": 0.1, \"index\": 1734}, {\"equity_curve\": 0.102, \"index\": 1735}, {\"equity_curve\": 0.104, \"index\": 1736}, {\"equity_curve\": 0.104, \"index\": 1737}, {\"equity_curve\": 0.1, \"index\": 1738}, {\"equity_curve\": 0.105, \"index\": 1739}, {\"equity_curve\": 0.107, \"index\": 1740}, {\"equity_curve\": 0.107, \"index\": 1741}, {\"equity_curve\": 0.107, \"index\": 1742}, {\"equity_curve\": 0.105, \"index\": 1743}, {\"equity_curve\": 0.104, \"index\": 1744}, {\"equity_curve\": 0.105, \"index\": 1745}, {\"equity_curve\": 0.104, \"index\": 1746}, {\"equity_curve\": 0.107, \"index\": 1747}, {\"equity_curve\": 0.107, \"index\": 1748}, {\"equity_curve\": 0.101, \"index\": 1749}, {\"equity_curve\": 0.103, \"index\": 1750}, {\"equity_curve\": 0.105, \"index\": 1751}, {\"equity_curve\": 0.108, \"index\": 1752}, {\"equity_curve\": 0.1, \"index\": 1753}, {\"equity_curve\": 0.102, \"index\": 1754}, {\"equity_curve\": 0.106, \"index\": 1755}, {\"equity_curve\": 0.11, \"index\": 1756}, {\"equity_curve\": 0.111, \"index\": 1757}, {\"equity_curve\": 0.116, \"index\": 1758}, {\"equity_curve\": 0.118, \"index\": 1759}, {\"equity_curve\": 0.119, \"index\": 1760}, {\"equity_curve\": 0.12, \"index\": 1761}, {\"equity_curve\": 0.121, \"index\": 1762}, {\"equity_curve\": 0.121, \"index\": 1763}, {\"equity_curve\": 0.119, \"index\": 1764}, {\"equity_curve\": 0.119, \"index\": 1765}, {\"equity_curve\": 0.12, \"index\": 1766}, {\"equity_curve\": 0.121, \"index\": 1767}, {\"equity_curve\": 0.121, \"index\": 1768}, {\"equity_curve\": 0.12, \"index\": 1769}, {\"equity_curve\": 0.119, \"index\": 1770}, {\"equity_curve\": 0.117, \"index\": 1771}, {\"equity_curve\": 0.118, \"index\": 1772}, {\"equity_curve\": 0.119, \"index\": 1773}, {\"equity_curve\": 0.118, \"index\": 1774}, {\"equity_curve\": 0.119, \"index\": 1775}, {\"equity_curve\": 0.118, \"index\": 1776}, {\"equity_curve\": 0.118, \"index\": 1777}, {\"equity_curve\": 0.119, \"index\": 1778}, {\"equity_curve\": 0.119, \"index\": 1779}, {\"equity_curve\": 0.118, \"index\": 1780}, {\"equity_curve\": 0.119, \"index\": 1781}, {\"equity_curve\": 0.119, \"index\": 1782}, {\"equity_curve\": 0.118, \"index\": 1783}, {\"equity_curve\": 0.119, \"index\": 1784}, {\"equity_curve\": 0.12, \"index\": 1785}, {\"equity_curve\": 0.121, \"index\": 1786}, {\"equity_curve\": 0.121, \"index\": 1787}, {\"equity_curve\": 0.118, \"index\": 1788}, {\"equity_curve\": 0.119, \"index\": 1789}, {\"equity_curve\": 0.119, \"index\": 1790}, {\"equity_curve\": 0.118, \"index\": 1791}, {\"equity_curve\": 0.118, \"index\": 1792}, {\"equity_curve\": 0.119, \"index\": 1793}, {\"equity_curve\": 0.12, \"index\": 1794}, {\"equity_curve\": 0.12, \"index\": 1795}, {\"equity_curve\": 0.12, \"index\": 1796}, {\"equity_curve\": 0.118, \"index\": 1797}, {\"equity_curve\": 0.118, \"index\": 1798}, {\"equity_curve\": 0.118, \"index\": 1799}, {\"equity_curve\": 0.121, \"index\": 1800}, {\"equity_curve\": 0.123, \"index\": 1801}, {\"equity_curve\": 0.121, \"index\": 1802}, {\"equity_curve\": 0.123, \"index\": 1803}, {\"equity_curve\": 0.123, \"index\": 1804}, {\"equity_curve\": 0.123, \"index\": 1805}, {\"equity_curve\": 0.124, \"index\": 1806}, {\"equity_curve\": 0.128, \"index\": 1807}, {\"equity_curve\": 0.128, \"index\": 1808}, {\"equity_curve\": 0.118, \"index\": 1809}, {\"equity_curve\": 0.121, \"index\": 1810}, {\"equity_curve\": 0.12, \"index\": 1811}, {\"equity_curve\": 0.116, \"index\": 1812}, {\"equity_curve\": 0.115, \"index\": 1813}, {\"equity_curve\": 0.116, \"index\": 1814}, {\"equity_curve\": 0.116, \"index\": 1815}, {\"equity_curve\": 0.115, \"index\": 1816}, {\"equity_curve\": 0.114, \"index\": 1817}, {\"equity_curve\": 0.116, \"index\": 1818}, {\"equity_curve\": 0.118, \"index\": 1819}, {\"equity_curve\": 0.118, \"index\": 1820}, {\"equity_curve\": 0.118, \"index\": 1821}, {\"equity_curve\": 0.118, \"index\": 1822}, {\"equity_curve\": 0.118, \"index\": 1823}, {\"equity_curve\": 0.128, \"index\": 1824}, {\"equity_curve\": 0.135, \"index\": 1825}, {\"equity_curve\": 0.137, \"index\": 1826}, {\"equity_curve\": 0.139, \"index\": 1827}, {\"equity_curve\": 0.142, \"index\": 1828}, {\"equity_curve\": 0.142, \"index\": 1829}, {\"equity_curve\": 0.14, \"index\": 1830}, {\"equity_curve\": 0.14, \"index\": 1831}, {\"equity_curve\": 0.139, \"index\": 1832}, {\"equity_curve\": 0.139, \"index\": 1833}, {\"equity_curve\": 0.14, \"index\": 1834}, {\"equity_curve\": 0.142, \"index\": 1835}, {\"equity_curve\": 0.142, \"index\": 1836}, {\"equity_curve\": 0.141, \"index\": 1837}, {\"equity_curve\": 0.141, \"index\": 1838}, {\"equity_curve\": 0.138, \"index\": 1839}, {\"equity_curve\": 0.137, \"index\": 1840}, {\"equity_curve\": 0.136, \"index\": 1841}, {\"equity_curve\": 0.135, \"index\": 1842}, {\"equity_curve\": 0.133, \"index\": 1843}, {\"equity_curve\": 0.127, \"index\": 1844}, {\"equity_curve\": 0.128, \"index\": 1845}, {\"equity_curve\": 0.129, \"index\": 1846}, {\"equity_curve\": 0.129, \"index\": 1847}, {\"equity_curve\": 0.132, \"index\": 1848}, {\"equity_curve\": 0.134, \"index\": 1849}, {\"equity_curve\": 0.138, \"index\": 1850}, {\"equity_curve\": 0.136, \"index\": 1851}, {\"equity_curve\": 0.139, \"index\": 1852}, {\"equity_curve\": 0.143, \"index\": 1853}, {\"equity_curve\": 0.138, \"index\": 1854}, {\"equity_curve\": 0.135, \"index\": 1855}, {\"equity_curve\": 0.139, \"index\": 1856}, {\"equity_curve\": 0.138, \"index\": 1857}, {\"equity_curve\": 0.138, \"index\": 1858}, {\"equity_curve\": 0.14, \"index\": 1859}, {\"equity_curve\": 0.143, \"index\": 1860}, {\"equity_curve\": 0.14, \"index\": 1861}, {\"equity_curve\": 0.14, \"index\": 1862}, {\"equity_curve\": 0.141, \"index\": 1863}, {\"equity_curve\": 0.143, \"index\": 1864}, {\"equity_curve\": 0.14, \"index\": 1865}, {\"equity_curve\": 0.143, \"index\": 1866}, {\"equity_curve\": 0.156, \"index\": 1867}, {\"equity_curve\": 0.159, \"index\": 1868}, {\"equity_curve\": 0.16, \"index\": 1869}, {\"equity_curve\": 0.165, \"index\": 1870}, {\"equity_curve\": 0.162, \"index\": 1871}, {\"equity_curve\": 0.158, \"index\": 1872}, {\"equity_curve\": 0.162, \"index\": 1873}, {\"equity_curve\": 0.161, \"index\": 1874}, {\"equity_curve\": 0.16, \"index\": 1875}, {\"equity_curve\": 0.154, \"index\": 1876}, {\"equity_curve\": 0.158, \"index\": 1877}, {\"equity_curve\": 0.159, \"index\": 1878}, {\"equity_curve\": 0.159, \"index\": 1879}, {\"equity_curve\": 0.159, \"index\": 1880}, {\"equity_curve\": 0.16, \"index\": 1881}, {\"equity_curve\": 0.168, \"index\": 1882}, {\"equity_curve\": 0.166, \"index\": 1883}, {\"equity_curve\": 0.165, \"index\": 1884}, {\"equity_curve\": 0.166, \"index\": 1885}, {\"equity_curve\": 0.166, \"index\": 1886}, {\"equity_curve\": 0.165, \"index\": 1887}, {\"equity_curve\": 0.163, \"index\": 1888}, {\"equity_curve\": 0.165, \"index\": 1889}, {\"equity_curve\": 0.164, \"index\": 1890}, {\"equity_curve\": 0.165, \"index\": 1891}, {\"equity_curve\": 0.167, \"index\": 1892}, {\"equity_curve\": 0.165, \"index\": 1893}, {\"equity_curve\": 0.166, \"index\": 1894}, {\"equity_curve\": 0.171, \"index\": 1895}, {\"equity_curve\": 0.173, \"index\": 1896}, {\"equity_curve\": 0.18, \"index\": 1897}, {\"equity_curve\": 0.189, \"index\": 1898}, {\"equity_curve\": 0.188, \"index\": 1899}, {\"equity_curve\": 0.186, \"index\": 1900}, {\"equity_curve\": 0.191, \"index\": 1901}, {\"equity_curve\": 0.194, \"index\": 1902}, {\"equity_curve\": 0.195, \"index\": 1903}, {\"equity_curve\": 0.191, \"index\": 1904}, {\"equity_curve\": 0.192, \"index\": 1905}, {\"equity_curve\": 0.194, \"index\": 1906}, {\"equity_curve\": 0.191, \"index\": 1907}, {\"equity_curve\": 0.189, \"index\": 1908}, {\"equity_curve\": 0.191, \"index\": 1909}, {\"equity_curve\": 0.192, \"index\": 1910}, {\"equity_curve\": 0.19, \"index\": 1911}, {\"equity_curve\": 0.189, \"index\": 1912}, {\"equity_curve\": 0.189, \"index\": 1913}, {\"equity_curve\": 0.187, \"index\": 1914}, {\"equity_curve\": 0.19, \"index\": 1915}, {\"equity_curve\": 0.192, \"index\": 1916}, {\"equity_curve\": 0.191, \"index\": 1917}, {\"equity_curve\": 0.191, \"index\": 1918}, {\"equity_curve\": 0.191, \"index\": 1919}, {\"equity_curve\": 0.191, \"index\": 1920}, {\"equity_curve\": 0.195, \"index\": 1921}, {\"equity_curve\": 0.207, \"index\": 1922}, {\"equity_curve\": 0.204, \"index\": 1923}, {\"equity_curve\": 0.208, \"index\": 1924}, {\"equity_curve\": 0.212, \"index\": 1925}, {\"equity_curve\": 0.213, \"index\": 1926}, {\"equity_curve\": 0.215, \"index\": 1927}, {\"equity_curve\": 0.213, \"index\": 1928}, {\"equity_curve\": 0.215, \"index\": 1929}, {\"equity_curve\": 0.213, \"index\": 1930}, {\"equity_curve\": 0.212, \"index\": 1931}, {\"equity_curve\": 0.21, \"index\": 1932}, {\"equity_curve\": 0.21, \"index\": 1933}, {\"equity_curve\": 0.213, \"index\": 1934}, {\"equity_curve\": 0.215, \"index\": 1935}, {\"equity_curve\": 0.215, \"index\": 1936}, {\"equity_curve\": 0.214, \"index\": 1937}, {\"equity_curve\": 0.213, \"index\": 1938}, {\"equity_curve\": 0.213, \"index\": 1939}, {\"equity_curve\": 0.212, \"index\": 1940}, {\"equity_curve\": 0.211, \"index\": 1941}, {\"equity_curve\": 0.21, \"index\": 1942}, {\"equity_curve\": 0.21, \"index\": 1943}, {\"equity_curve\": 0.214, \"index\": 1944}, {\"equity_curve\": 0.21, \"index\": 1945}, {\"equity_curve\": 0.212, \"index\": 1946}, {\"equity_curve\": 0.211, \"index\": 1947}, {\"equity_curve\": 0.212, \"index\": 1948}, {\"equity_curve\": 0.21, \"index\": 1949}, {\"equity_curve\": 0.213, \"index\": 1950}, {\"equity_curve\": 0.213, \"index\": 1951}, {\"equity_curve\": 0.21, \"index\": 1952}, {\"equity_curve\": 0.211, \"index\": 1953}, {\"equity_curve\": 0.212, \"index\": 1954}, {\"equity_curve\": 0.21, \"index\": 1955}, {\"equity_curve\": 0.212, \"index\": 1956}, {\"equity_curve\": 0.225, \"index\": 1957}, {\"equity_curve\": 0.223, \"index\": 1958}, {\"equity_curve\": 0.212, \"index\": 1959}, {\"equity_curve\": 0.211, \"index\": 1960}, {\"equity_curve\": 0.212, \"index\": 1961}, {\"equity_curve\": 0.21, \"index\": 1962}, {\"equity_curve\": 0.209, \"index\": 1963}, {\"equity_curve\": 0.196, \"index\": 1964}, {\"equity_curve\": 0.196, \"index\": 1965}, {\"equity_curve\": 0.2, \"index\": 1966}, {\"equity_curve\": 0.196, \"index\": 1967}, {\"equity_curve\": 0.196, \"index\": 1968}, {\"equity_curve\": 0.195, \"index\": 1969}, {\"equity_curve\": 0.193, \"index\": 1970}, {\"equity_curve\": 0.196, \"index\": 1971}, {\"equity_curve\": 0.195, \"index\": 1972}, {\"equity_curve\": 0.195, \"index\": 1973}, {\"equity_curve\": 0.192, \"index\": 1974}, {\"equity_curve\": 0.193, \"index\": 1975}, {\"equity_curve\": 0.193, \"index\": 1976}, {\"equity_curve\": 0.197, \"index\": 1977}, {\"equity_curve\": 0.199, \"index\": 1978}, {\"equity_curve\": 0.2, \"index\": 1979}, {\"equity_curve\": 0.206, \"index\": 1980}, {\"equity_curve\": 0.206, \"index\": 1981}, {\"equity_curve\": 0.209, \"index\": 1982}, {\"equity_curve\": 0.207, \"index\": 1983}, {\"equity_curve\": 0.206, \"index\": 1984}, {\"equity_curve\": 0.209, \"index\": 1985}, {\"equity_curve\": 0.205, \"index\": 1986}, {\"equity_curve\": 0.201, \"index\": 1987}, {\"equity_curve\": 0.202, \"index\": 1988}, {\"equity_curve\": 0.202, \"index\": 1989}, {\"equity_curve\": 0.204, \"index\": 1990}, {\"equity_curve\": 0.207, \"index\": 1991}, {\"equity_curve\": 0.21, \"index\": 1992}, {\"equity_curve\": 0.206, \"index\": 1993}, {\"equity_curve\": 0.203, \"index\": 1994}, {\"equity_curve\": 0.206, \"index\": 1995}, {\"equity_curve\": 0.208, \"index\": 1996}, {\"equity_curve\": 0.202, \"index\": 1997}, {\"equity_curve\": 0.197, \"index\": 1998}, {\"equity_curve\": 0.198, \"index\": 1999}, {\"equity_curve\": 0.198, \"index\": 2000}, {\"equity_curve\": 0.197, \"index\": 2001}, {\"equity_curve\": 0.194, \"index\": 2002}, {\"equity_curve\": 0.196, \"index\": 2003}, {\"equity_curve\": 0.194, \"index\": 2004}, {\"equity_curve\": 0.191, \"index\": 2005}, {\"equity_curve\": 0.191, \"index\": 2006}, {\"equity_curve\": 0.193, \"index\": 2007}, {\"equity_curve\": 0.192, \"index\": 2008}, {\"equity_curve\": 0.188, \"index\": 2009}, {\"equity_curve\": 0.186, \"index\": 2010}, {\"equity_curve\": 0.188, \"index\": 2011}, {\"equity_curve\": 0.189, \"index\": 2012}, {\"equity_curve\": 0.191, \"index\": 2013}, {\"equity_curve\": 0.192, \"index\": 2014}, {\"equity_curve\": 0.196, \"index\": 2015}, {\"equity_curve\": 0.188, \"index\": 2016}, {\"equity_curve\": 0.197, \"index\": 2017}, {\"equity_curve\": 0.19, \"index\": 2018}, {\"equity_curve\": 0.188, \"index\": 2019}, {\"equity_curve\": 0.184, \"index\": 2020}, {\"equity_curve\": 0.182, \"index\": 2021}, {\"equity_curve\": 0.188, \"index\": 2022}, {\"equity_curve\": 0.19, \"index\": 2023}, {\"equity_curve\": 0.19, \"index\": 2024}, {\"equity_curve\": 0.19, \"index\": 2025}, {\"equity_curve\": 0.184, \"index\": 2026}, {\"equity_curve\": 0.189, \"index\": 2027}, {\"equity_curve\": 0.189, \"index\": 2028}, {\"equity_curve\": 0.189, \"index\": 2029}, {\"equity_curve\": 0.183, \"index\": 2030}, {\"equity_curve\": 0.188, \"index\": 2031}, {\"equity_curve\": 0.183, \"index\": 2032}, {\"equity_curve\": 0.18, \"index\": 2033}, {\"equity_curve\": 0.178, \"index\": 2034}, {\"equity_curve\": 0.172, \"index\": 2035}, {\"equity_curve\": 0.173, \"index\": 2036}, {\"equity_curve\": 0.17, \"index\": 2037}, {\"equity_curve\": 0.169, \"index\": 2038}, {\"equity_curve\": 0.171, \"index\": 2039}, {\"equity_curve\": 0.171, \"index\": 2040}, {\"equity_curve\": 0.169, \"index\": 2041}, {\"equity_curve\": 0.168, \"index\": 2042}, {\"equity_curve\": 0.175, \"index\": 2043}, {\"equity_curve\": 0.183, \"index\": 2044}, {\"equity_curve\": 0.188, \"index\": 2045}, {\"equity_curve\": 0.188, \"index\": 2046}, {\"equity_curve\": 0.183, \"index\": 2047}, {\"equity_curve\": 0.186, \"index\": 2048}, {\"equity_curve\": 0.186, \"index\": 2049}, {\"equity_curve\": 0.185, \"index\": 2050}, {\"equity_curve\": 0.181, \"index\": 2051}, {\"equity_curve\": 0.179, \"index\": 2052}, {\"equity_curve\": 0.171, \"index\": 2053}, {\"equity_curve\": 0.175, \"index\": 2054}, {\"equity_curve\": 0.175, \"index\": 2055}, {\"equity_curve\": 0.176, \"index\": 2056}, {\"equity_curve\": 0.174, \"index\": 2057}, {\"equity_curve\": 0.174, \"index\": 2058}, {\"equity_curve\": 0.169, \"index\": 2059}, {\"equity_curve\": 0.173, \"index\": 2060}, {\"equity_curve\": 0.176, \"index\": 2061}, {\"equity_curve\": 0.171, \"index\": 2062}, {\"equity_curve\": 0.165, \"index\": 2063}, {\"equity_curve\": 0.174, \"index\": 2064}, {\"equity_curve\": 0.183, \"index\": 2065}, {\"equity_curve\": 0.182, \"index\": 2066}, {\"equity_curve\": 0.171, \"index\": 2067}, {\"equity_curve\": 0.181, \"index\": 2068}, {\"equity_curve\": 0.178, \"index\": 2069}, {\"equity_curve\": 0.175, \"index\": 2070}, {\"equity_curve\": 0.177, \"index\": 2071}, {\"equity_curve\": 0.18, \"index\": 2072}, {\"equity_curve\": 0.181, \"index\": 2073}, {\"equity_curve\": 0.182, \"index\": 2074}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 2074}]}, {\"name\": \"source_0_y_domain_equity_curve\", \"values\": [{\"min\": -0.021, \"max\": 0.225}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"stroke\": {\"value\": \"#4c78a8\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve\\\": format(datum[\\\"equity_curve\\\"], \\\"\\\")}\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"y\": {\"field\": \"equity_curve\", \"scale\": \"y\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve\\\"]) && isFinite(+datum[\\\"equity_curve\\\"])\"}}}, \"style\": [\"line\"], \"clip\": true, \"interactive\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}, \"nice\": true, \"zero\": false}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve\\\"]\"}}], \"axes\": [{\"scale\": \"x\", \"grid\": true, \"ticks\": false, \"zindex\": 0, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"aria\": false, \"labels\": false, \"minExtent\": 0, \"orient\": \"bottom\", \"maxExtent\": 0, \"gridScale\": \"y\", \"domain\": false}, {\"scale\": \"y\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"domain\": false, \"maxExtent\": 0, \"orient\": \"left\", \"ticks\": false, \"labels\": false, \"grid\": true, \"minExtent\": 0, \"zindex\": 0, \"gridScale\": \"x\", \"aria\": false}, {\"scale\": \"x\", \"zindex\": 0, \"labelOverlap\": true, \"grid\": false, \"orient\": \"bottom\", \"labelFlush\": true, \"title\": \"index\", \"tickCount\": {\"signal\": \"ceil(width/40)\"}}, {\"scale\": \"y\", \"orient\": \"left\", \"title\": \"equity_curve\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"labelOverlap\": true, \"zindex\": 0, \"grid\": false}], \"title\": {\"text\": \"equity_curve\", \"frame\": \"group\"}, \"padding\": 5, \"height\": 400, \"style\": \"cell\", \"background\": \"white\", \"width\": 800}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "features = ['close_log_return_lag_2']\n",
    "model = LinearModel(len(features))\n",
    "model_trades = research.learn_model_trades(ts, features, target, model, no_epochs=200, loss=nn.L1Loss())\n",
    "\n",
    "research.plot_column(model_trades, 'equity_curve')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a4660590",
   "metadata": {},
   "source": [
    "### Add Transaction Fees"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "c7174809",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (2_075, 10)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>y_pred</th><th>y_true</th><th>is_won</th><th>position</th><th>trade_log_return</th><th>equity_curve</th><th>drawdown_log_return</th><th>tx_fee_log</th><th>trade_log_return_net</th><th>equity_curve_net</th></tr><tr><td>f32</td><td>f32</td><td>bool</td><td>f32</td><td>f32</td><td>f32</td><td>f32</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>0.00006</td><td>0.007435</td><td>true</td><td>1.0</td><td>0.007435</td><td>0.007435</td><td>0.0</td><td>-0.0006</td><td>0.006835</td><td>0.006835</td></tr><tr><td>0.000054</td><td>-0.017844</td><td>false</td><td>1.0</td><td>-0.017844</td><td>-0.010409</td><td>-0.017844</td><td>-0.0006</td><td>-0.018444</td><td>-0.011609</td></tr><tr><td>-0.000117</td><td>0.003558</td><td>false</td><td>-1.0</td><td>-0.003558</td><td>-0.013967</td><td>-0.021402</td><td>-0.0006</td><td>-0.004158</td><td>-0.015767</td></tr><tr><td>0.000525</td><td>0.006874</td><td>true</td><td>1.0</td><td>0.006874</td><td>-0.007092</td><td>-0.014527</td><td>-0.0006</td><td>0.006274</td><td>-0.009493</td></tr><tr><td>-0.000018</td><td>0.001873</td><td>false</td><td>-1.0</td><td>-0.001873</td><td>-0.008965</td><td>-0.0164</td><td>-0.0006</td><td>-0.002473</td><td>-0.011966</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>-0.000173</td><td>0.002465</td><td>false</td><td>-1.0</td><td>-0.002465</td><td>0.175485</td><td>-0.049873</td><td>-0.0006</td><td>-0.003065</td><td>-1.067488</td></tr><tr><td>0.000138</td><td>0.001222</td><td>true</td><td>1.0</td><td>0.001222</td><td>0.176707</td><td>-0.048651</td><td>-0.0006</td><td>0.000622</td><td>-1.066866</td></tr><tr><td>0.000009</td><td>0.002989</td><td>true</td><td>1.0</td><td>0.002989</td><td>0.179696</td><td>-0.045661</td><td>-0.0006</td><td>0.002389</td><td>-1.064477</td></tr><tr><td>0.000041</td><td>0.001742</td><td>true</td><td>1.0</td><td>0.001742</td><td>0.181438</td><td>-0.043919</td><td>-0.0006</td><td>0.001142</td><td>-1.063335</td></tr><tr><td>-0.000004</td><td>-0.000331</td><td>true</td><td>-1.0</td><td>0.000331</td><td>0.181769</td><td>-0.043589</td><td>-0.0006</td><td>-0.00027</td><td>-1.063605</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (2_075, 10)\n",
       "┌───────────┬───────────┬────────┬──────────┬──────────────────┬──────────────┬─────────────────────┬────────────┬──────────────────────┬──────────────────┐\n",
       "│ y_pred    ┆ y_true    ┆ is_won ┆ position ┆ trade_log_return ┆ equity_curve ┆ drawdown_log_return ┆ tx_fee_log ┆ trade_log_return_net ┆ equity_curve_net │\n",
       "│ ---       ┆ ---       ┆ ---    ┆ ---      ┆ ---              ┆ ---          ┆ ---                 ┆ ---        ┆ ---                  ┆ ---              │\n",
       "│ f32       ┆ f32       ┆ bool   ┆ f32      ┆ f32              ┆ f32          ┆ f32                 ┆ f64        ┆ f64                  ┆ f64              │\n",
       "╞═══════════╪═══════════╪════════╪══════════╪══════════════════╪══════════════╪═════════════════════╪════════════╪══════════════════════╪══════════════════╡\n",
       "│ 0.00006   ┆ 0.007435  ┆ true   ┆ 1.0      ┆ 0.007435         ┆ 0.007435     ┆ 0.0                 ┆ -0.0006    ┆ 0.006835             ┆ 0.006835         │\n",
       "│ 0.000054  ┆ -0.017844 ┆ false  ┆ 1.0      ┆ -0.017844        ┆ -0.010409    ┆ -0.017844           ┆ -0.0006    ┆ -0.018444            ┆ -0.011609        │\n",
       "│ -0.000117 ┆ 0.003558  ┆ false  ┆ -1.0     ┆ -0.003558        ┆ -0.013967    ┆ -0.021402           ┆ -0.0006    ┆ -0.004158            ┆ -0.015767        │\n",
       "│ 0.000525  ┆ 0.006874  ┆ true   ┆ 1.0      ┆ 0.006874         ┆ -0.007092    ┆ -0.014527           ┆ -0.0006    ┆ 0.006274             ┆ -0.009493        │\n",
       "│ -0.000018 ┆ 0.001873  ┆ false  ┆ -1.0     ┆ -0.001873        ┆ -0.008965    ┆ -0.0164             ┆ -0.0006    ┆ -0.002473            ┆ -0.011966        │\n",
       "│ …         ┆ …         ┆ …      ┆ …        ┆ …                ┆ …            ┆ …                   ┆ …          ┆ …                    ┆ …                │\n",
       "│ -0.000173 ┆ 0.002465  ┆ false  ┆ -1.0     ┆ -0.002465        ┆ 0.175485     ┆ -0.049873           ┆ -0.0006    ┆ -0.003065            ┆ -1.067488        │\n",
       "│ 0.000138  ┆ 0.001222  ┆ true   ┆ 1.0      ┆ 0.001222         ┆ 0.176707     ┆ -0.048651           ┆ -0.0006    ┆ 0.000622             ┆ -1.066866        │\n",
       "│ 0.000009  ┆ 0.002989  ┆ true   ┆ 1.0      ┆ 0.002989         ┆ 0.179696     ┆ -0.045661           ┆ -0.0006    ┆ 0.002389             ┆ -1.064477        │\n",
       "│ 0.000041  ┆ 0.001742  ┆ true   ┆ 1.0      ┆ 0.001742         ┆ 0.181438     ┆ -0.043919           ┆ -0.0006    ┆ 0.001142             ┆ -1.063335        │\n",
       "│ -0.000004 ┆ -0.000331 ┆ true   ┆ -1.0     ┆ 0.000331         ┆ 0.181769     ┆ -0.043589           ┆ -0.0006    ┆ -0.00027             ┆ -1.063605        │\n",
       "└───────────┴───────────┴────────┴──────────┴──────────────────┴──────────────┴─────────────────────┴────────────┴──────────────────────┴──────────────────┘"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "maker_fee = 0.0001\n",
    "taker_fee = 0.0003\n",
    "\n",
    "roundtrip_fee_log = np.log(1 - 2 * taker_fee)\n",
    "\n",
    "model_trades = model_trades.with_columns(pl.lit(roundtrip_fee_log).alias('tx_fee_log'))\n",
    "model_trades = model_trades.with_columns((pl.col('trade_log_return') + pl.col('tx_fee_log')).alias('trade_log_return_net'))\n",
    "model_trades = model_trades.with_columns(pl.col('trade_log_return_net').cum_sum().alias('equity_curve_net'))\n",
    "\n",
    "model_trades"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "2311a787",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-251b0ac52a6849e38bc8465cee3ac5a6.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-251b0ac52a6849e38bc8465cee3ac5a6.vega-embed details,\n",
       "  #altair-viz-251b0ac52a6849e38bc8465cee3ac5a6.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-251b0ac52a6849e38bc8465cee3ac5a6\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-251b0ac52a6849e38bc8465cee3ac5a6\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-251b0ac52a6849e38bc8465cee3ac5a6\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve_net\": 0.006835007159716836, \"index\": 0}, {\"equity_curve_net\": -0.011609048946337004, \"index\": 1}, {\"equity_curve_net\": -0.015767311524430064, \"index\": 2}, {\"equity_curve_net\": -0.009492994082244433, \"index\": 3}, {\"equity_curve_net\": -0.011966058147477851, \"index\": 4}, {\"equity_curve_net\": -0.0066526374282646124, \"index\": 5}, {\"equity_curve_net\": -0.009778207858938816, \"index\": 6}, {\"equity_curve_net\": -0.010540731934882407, \"index\": 7}, {\"equity_curve_net\": -0.0014602348015906944, \"index\": 8}, {\"equity_curve_net\": 0.00019409961569974584, \"index\": 9}, {\"equity_curve_net\": 0.00018149008287727695, \"index\": 10}, {\"equity_curve_net\": 0.002769739411169638, \"index\": 11}, {\"equity_curve_net\": -0.0011190971340226123, \"index\": 12}, {\"equity_curve_net\": 0.0016126156848005973, \"index\": 13}, {\"equity_curve_net\": 0.0022261690688656797, \"index\": 14}, {\"equity_curve_net\": 0.0026801023783754848, \"index\": 15}, {\"equity_curve_net\": 0.004262884213580793, \"index\": 16}, {\"equity_curve_net\": 0.007070306805631575, \"index\": 17}, {\"equity_curve_net\": 0.005796811478627729, \"index\": 18}, {\"equity_curve_net\": 0.0008357465129096896, \"index\": 19}, {\"equity_curve_net\": 0.0043652709945111575, \"index\": 20}, {\"equity_curve_net\": 0.007733053150240443, \"index\": 21}, {\"equity_curve_net\": 0.006811150925332246, \"index\": 22}, {\"equity_curve_net\": 0.004729516615935553, \"index\": 23}, {\"equity_curve_net\": 0.004736340874862264, \"index\": 24}, {\"equity_curve_net\": 0.00723708732499534, \"index\": 25}, {\"equity_curve_net\": 0.006941012071459733, \"index\": 26}, {\"equity_curve_net\": 0.004712672919726564, \"index\": 27}, {\"equity_curve_net\": 0.0023448938238155295, \"index\": 28}, {\"equity_curve_net\": 0.005363847013746794, \"index\": 29}, {\"equity_curve_net\": 0.002381174062308716, \"index\": 30}, {\"equity_curve_net\": -0.0040707944560309265, \"index\": 31}, {\"equity_curve_net\": -0.009952392158676236, \"index\": 32}, {\"equity_curve_net\": -0.005256601287883618, \"index\": 33}, {\"equity_curve_net\": -0.006144283665498244, \"index\": 34}, {\"equity_curve_net\": -0.004466106691805716, \"index\": 35}, {\"equity_curve_net\": -0.011363986405274515, \"index\": 36}, {\"equity_curve_net\": -0.010382215665637745, \"index\": 37}, {\"equity_curve_net\": -0.01276840584469571, \"index\": 38}, {\"equity_curve_net\": -0.010198097281650097, \"index\": 39}, {\"equity_curve_net\": -0.010088620320242832, \"index\": 40}, {\"equity_curve_net\": -0.009754580938791472, \"index\": 41}, {\"equity_curve_net\": -0.011583148245556441, \"index\": 42}, {\"equity_curve_net\": -0.012016807812143824, \"index\": 43}, {\"equity_curve_net\": -0.008862852895764023, \"index\": 44}, {\"equity_curve_net\": -0.013068421771204033, \"index\": 45}, {\"equity_curve_net\": -0.010602159867702531, \"index\": 46}, {\"equity_curve_net\": -0.01218273960515773, \"index\": 47}, {\"equity_curve_net\": -0.009324430478952532, \"index\": 48}, {\"equity_curve_net\": -0.005778866759971036, \"index\": 49}, {\"equity_curve_net\": -0.007406704016753338, \"index\": 50}, {\"equity_curve_net\": -0.005271706335292609, \"index\": 51}, {\"equity_curve_net\": 5.734383936782661e-05, \"index\": 52}, {\"equity_curve_net\": 0.0021971003463541975, \"index\": 53}, {\"equity_curve_net\": 0.006910281803582611, \"index\": 54}, {\"equity_curve_net\": 0.010337330999653989, \"index\": 55}, {\"equity_curve_net\": 0.016629597821820184, \"index\": 56}, {\"equity_curve_net\": 0.020087374609257136, \"index\": 57}, {\"equity_curve_net\": 0.024435635942073965, \"index\": 58}, {\"equity_curve_net\": 0.028516678010830535, \"index\": 59}, {\"equity_curve_net\": 0.03300060743139804, \"index\": 60}, {\"equity_curve_net\": 0.0346539723418883, \"index\": 61}, {\"equity_curve_net\": 0.03290849984712164, \"index\": 62}, {\"equity_curve_net\": 0.03376301304034844, \"index\": 63}, {\"equity_curve_net\": 0.03482689884063502, \"index\": 64}, {\"equity_curve_net\": 0.031321724355345915, \"index\": 65}, {\"equity_curve_net\": 0.02335992455003947, \"index\": 66}, {\"equity_curve_net\": 0.016715033491690803, \"index\": 67}, {\"equity_curve_net\": 0.01820055311947743, \"index\": 68}, {\"equity_curve_net\": 0.020582841158885506, \"index\": 69}, {\"equity_curve_net\": 0.01944075020847042, \"index\": 70}, {\"equity_curve_net\": 0.016719900670925922, \"index\": 71}, {\"equity_curve_net\": 0.010563761180477438, \"index\": 72}, {\"equity_curve_net\": 0.004534901355350066, \"index\": 73}, {\"equity_curve_net\": 0.001444401971698801, \"index\": 74}, {\"equity_curve_net\": -0.0015902080457578585, \"index\": 75}, {\"equity_curve_net\": -0.0018799129946754352, \"index\": 76}, {\"equity_curve_net\": -0.004882193313107536, \"index\": 77}, {\"equity_curve_net\": -0.004939459064890886, \"index\": 78}, {\"equity_curve_net\": -0.005467216022889465, \"index\": 79}, {\"equity_curve_net\": -0.0036999207920319823, \"index\": 80}, {\"equity_curve_net\": -0.004175159982558834, \"index\": 81}, {\"equity_curve_net\": -0.0027936737429696285, \"index\": 82}, {\"equity_curve_net\": -0.004950668113967126, \"index\": 83}, {\"equity_curve_net\": -0.0030309400576933165, \"index\": 84}, {\"equity_curve_net\": -0.002219524747929417, \"index\": 85}, {\"equity_curve_net\": -0.0018174714609304982, \"index\": 86}, {\"equity_curve_net\": -0.004032714471034746, \"index\": 87}, {\"equity_curve_net\": -0.004042912285842587, \"index\": 88}, {\"equity_curve_net\": -0.00495708549380788, \"index\": 89}, {\"equity_curve_net\": -0.005573348731814464, \"index\": 90}, {\"equity_curve_net\": -0.00683231432070875, \"index\": 91}, {\"equity_curve_net\": -0.006180495918851085, \"index\": 92}, {\"equity_curve_net\": -0.005044526333365874, \"index\": 93}, {\"equity_curve_net\": -0.006578336389900083, \"index\": 94}, {\"equity_curve_net\": -0.007871063935523365, \"index\": 95}, {\"equity_curve_net\": -0.00890358938344015, \"index\": 96}, {\"equity_curve_net\": -0.013825636124233386, \"index\": 97}, {\"equity_curve_net\": -0.01130127762003544, \"index\": 98}, {\"equity_curve_net\": -0.012473531140051612, \"index\": 99}, {\"equity_curve_net\": -0.011617898147844153, \"index\": 100}, {\"equity_curve_net\": -0.011753786442414847, \"index\": 101}, {\"equity_curve_net\": -0.01119121272476164, \"index\": 102}, {\"equity_curve_net\": -0.014303481307933255, \"index\": 103}, {\"equity_curve_net\": -0.015041329613912613, \"index\": 104}, {\"equity_curve_net\": -0.014859941744059631, \"index\": 105}, {\"equity_curve_net\": -0.014982137326684701, \"index\": 106}, {\"equity_curve_net\": -0.014749998255488929, \"index\": 107}, {\"equity_curve_net\": -0.015381558019312179, \"index\": 108}, {\"equity_curve_net\": -0.015566248984672754, \"index\": 109}, {\"equity_curve_net\": -0.016367368552403765, \"index\": 110}, {\"equity_curve_net\": -0.017105770951659275, \"index\": 111}, {\"equity_curve_net\": -0.018512770438411676, \"index\": 112}, {\"equity_curve_net\": -0.019329400819825027, \"index\": 113}, {\"equity_curve_net\": -0.018342517934160873, \"index\": 114}, {\"equity_curve_net\": -0.017653527188721294, \"index\": 115}, {\"equity_curve_net\": -0.020329732847329023, \"index\": 116}, {\"equity_curve_net\": -0.021027465000931514, \"index\": 117}, {\"equity_curve_net\": -0.021719267867534843, \"index\": 118}, {\"equity_curve_net\": -0.02074097724752877, \"index\": 119}, {\"equity_curve_net\": -0.018606355587557542, \"index\": 120}, {\"equity_curve_net\": -0.01874794343076573, \"index\": 121}, {\"equity_curve_net\": -0.017354890397630447, \"index\": 122}, {\"equity_curve_net\": -0.019013190866582458, \"index\": 123}, {\"equity_curve_net\": -0.02418244600893648, \"index\": 124}, {\"equity_curve_net\": -0.022026338271507587, \"index\": 125}, {\"equity_curve_net\": -0.024300372648948944, \"index\": 126}, {\"equity_curve_net\": -0.02548312566684069, \"index\": 127}, {\"equity_curve_net\": -0.026756905280060438, \"index\": 128}, {\"equity_curve_net\": -0.03198114011928431, \"index\": 129}, {\"equity_curve_net\": -0.034478577361956704, \"index\": 130}, {\"equity_curve_net\": -0.034161215115641325, \"index\": 131}, {\"equity_curve_net\": -0.0352789015146882, \"index\": 132}, {\"equity_curve_net\": -0.028291719040246924, \"index\": 133}, {\"equity_curve_net\": -0.02704182239402351, \"index\": 134}, {\"equity_curve_net\": -0.02706654558136634, \"index\": 135}, {\"equity_curve_net\": -0.026896144873172066, \"index\": 136}, {\"equity_curve_net\": -0.021091932058297666, \"index\": 137}, {\"equity_curve_net\": -0.020068705240481717, \"index\": 138}, {\"equity_curve_net\": -0.017631236338527673, \"index\": 139}, {\"equity_curve_net\": -0.020840915209407333, \"index\": 140}, {\"equity_curve_net\": -0.022505023871595933, \"index\": 141}, {\"equity_curve_net\": -0.02740700573318037, \"index\": 142}, {\"equity_curve_net\": -0.0272001922913791, \"index\": 143}, {\"equity_curve_net\": -0.02218220478796281, \"index\": 144}, {\"equity_curve_net\": -0.022880027876483564, \"index\": 145}, {\"equity_curve_net\": -0.01934521022302927, \"index\": 146}, {\"equity_curve_net\": -0.024837981682095195, \"index\": 147}, {\"equity_curve_net\": -0.024685854279514467, \"index\": 148}, {\"equity_curve_net\": -0.03123671994205253, \"index\": 149}, {\"equity_curve_net\": -0.0351861874494974, \"index\": 150}, {\"equity_curve_net\": -0.03437378307515926, \"index\": 151}, {\"equity_curve_net\": -0.03256433781438919, \"index\": 152}, {\"equity_curve_net\": -0.032005353646769194, \"index\": 153}, {\"equity_curve_net\": -0.032412896381779195, \"index\": 154}, {\"equity_curve_net\": -0.03520673250534309, \"index\": 155}, {\"equity_curve_net\": -0.030466424415483855, \"index\": 156}, {\"equity_curve_net\": -0.03720263863719288, \"index\": 157}, {\"equity_curve_net\": -0.03948545084631531, \"index\": 158}, {\"equity_curve_net\": -0.04587997026597851, \"index\": 159}, {\"equity_curve_net\": -0.03972789077435631, \"index\": 160}, {\"equity_curve_net\": -0.0359858785280983, \"index\": 161}, {\"equity_curve_net\": -0.03794167928330162, \"index\": 162}, {\"equity_curve_net\": -0.04106834681196872, \"index\": 163}, {\"equity_curve_net\": -0.040836793135218756, \"index\": 164}, {\"equity_curve_net\": -0.03647029417808452, \"index\": 165}, {\"equity_curve_net\": -0.035418982280293144, \"index\": 166}, {\"equity_curve_net\": -0.03718012532511561, \"index\": 167}, {\"equity_curve_net\": -0.04743012136631721, \"index\": 168}, {\"equity_curve_net\": -0.04036769361578245, \"index\": 169}, {\"equity_curve_net\": -0.04217824472017213, \"index\": 170}, {\"equity_curve_net\": -0.04079158777764866, \"index\": 171}, {\"equity_curve_net\": -0.03691685554524992, \"index\": 172}, {\"equity_curve_net\": -0.03272969439139008, \"index\": 173}, {\"equity_curve_net\": -0.02930149873722935, \"index\": 174}, {\"equity_curve_net\": -0.03355592782173206, \"index\": 175}, {\"equity_curve_net\": -0.036655821689024114, \"index\": 176}, {\"equity_curve_net\": -0.04087684097314635, \"index\": 177}, {\"equity_curve_net\": -0.040341316821180924, \"index\": 178}, {\"equity_curve_net\": -0.037551412639589304, \"index\": 179}, {\"equity_curve_net\": -0.03870280505780304, \"index\": 180}, {\"equity_curve_net\": -0.04286516172993411, \"index\": 181}, {\"equity_curve_net\": -0.04746925913470521, \"index\": 182}, {\"equity_curve_net\": -0.04507361429976264, \"index\": 183}, {\"equity_curve_net\": -0.048688166102182316, \"index\": 184}, {\"equity_curve_net\": -0.047444609317970274, \"index\": 185}, {\"equity_curve_net\": -0.04866237820202241, \"index\": 186}, {\"equity_curve_net\": -0.04873027709647079, \"index\": 187}, {\"equity_curve_net\": -0.05261314316546783, \"index\": 188}, {\"equity_curve_net\": -0.05042826943484614, \"index\": 189}, {\"equity_curve_net\": -0.049730394570536664, \"index\": 190}, {\"equity_curve_net\": -0.05500198204040557, \"index\": 191}, {\"equity_curve_net\": -0.060667857029431414, \"index\": 192}, {\"equity_curve_net\": -0.05419135131894191, \"index\": 193}, {\"equity_curve_net\": -0.051741267187053415, \"index\": 194}, {\"equity_curve_net\": -0.04506121208031724, \"index\": 195}, {\"equity_curve_net\": -0.049120142819400185, \"index\": 196}, {\"equity_curve_net\": -0.047555472879964714, \"index\": 197}, {\"equity_curve_net\": -0.0482367754192333, \"index\": 198}, {\"equity_curve_net\": -0.05295376588385414, \"index\": 199}, {\"equity_curve_net\": -0.0511319335671804, \"index\": 200}, {\"equity_curve_net\": -0.04840359236890794, \"index\": 201}, {\"equity_curve_net\": -0.047523485849254095, \"index\": 202}, {\"equity_curve_net\": -0.05073579221394739, \"index\": 203}, {\"equity_curve_net\": -0.051031038270249456, \"index\": 204}, {\"equity_curve_net\": -0.0527245393564776, \"index\": 205}, {\"equity_curve_net\": -0.05735789193162381, \"index\": 206}, {\"equity_curve_net\": -0.06257736165889466, \"index\": 207}, {\"equity_curve_net\": -0.06614107558876443, \"index\": 208}, {\"equity_curve_net\": -0.06791925345479918, \"index\": 209}, {\"equity_curve_net\": -0.06046379034830906, \"index\": 210}, {\"equity_curve_net\": -0.057856259150262504, \"index\": 211}, {\"equity_curve_net\": -0.05602735134315876, \"index\": 212}, {\"equity_curve_net\": -0.055696828170087864, \"index\": 213}, {\"equity_curve_net\": -0.054541051914577664, \"index\": 214}, {\"equity_curve_net\": -0.05580357445721505, \"index\": 215}, {\"equity_curve_net\": -0.05900928379845106, \"index\": 216}, {\"equity_curve_net\": -0.05243973523746717, \"index\": 217}, {\"equity_curve_net\": -0.05259807597308202, \"index\": 218}, {\"equity_curve_net\": -0.04834835043130466, \"index\": 219}, {\"equity_curve_net\": -0.04393823344704959, \"index\": 220}, {\"equity_curve_net\": -0.04528768738503142, \"index\": 221}, {\"equity_curve_net\": -0.045030385898722346, \"index\": 222}, {\"equity_curve_net\": -0.04751708976513762, \"index\": 223}, {\"equity_curve_net\": -0.04974062422370835, \"index\": 224}, {\"equity_curve_net\": -0.05253927039553949, \"index\": 225}, {\"equity_curve_net\": -0.052555143457286395, \"index\": 226}, {\"equity_curve_net\": -0.05887182153917937, \"index\": 227}, {\"equity_curve_net\": -0.06190055607534343, \"index\": 228}, {\"equity_curve_net\": -0.07135821080973942, \"index\": 229}, {\"equity_curve_net\": -0.07986055396264298, \"index\": 230}, {\"equity_curve_net\": -0.07476564759646662, \"index\": 231}, {\"equity_curve_net\": -0.08022406396273883, \"index\": 232}, {\"equity_curve_net\": -0.0788661657956582, \"index\": 233}, {\"equity_curve_net\": -0.07917572901569216, \"index\": 234}, {\"equity_curve_net\": -0.08059332159823887, \"index\": 235}, {\"equity_curve_net\": -0.07400810306927579, \"index\": 236}, {\"equity_curve_net\": -0.07243697836590629, \"index\": 237}, {\"equity_curve_net\": -0.07498834000055617, \"index\": 238}, {\"equity_curve_net\": -0.07924311460573405, \"index\": 239}, {\"equity_curve_net\": -0.07884534004747355, \"index\": 240}, {\"equity_curve_net\": -0.09035810705437053, \"index\": 241}, {\"equity_curve_net\": -0.08442809211743964, \"index\": 242}, {\"equity_curve_net\": -0.08109436377165116, \"index\": 243}, {\"equity_curve_net\": -0.08047634166904243, \"index\": 244}, {\"equity_curve_net\": -0.08498260875962432, \"index\": 245}, {\"equity_curve_net\": -0.08392173869824966, \"index\": 246}, {\"equity_curve_net\": -0.08761700613273546, \"index\": 247}, {\"equity_curve_net\": -0.08674746744675109, \"index\": 248}, {\"equity_curve_net\": -0.08791667932544622, \"index\": 249}, {\"equity_curve_net\": -0.08567654719967423, \"index\": 250}, {\"equity_curve_net\": -0.08721522428977571, \"index\": 251}, {\"equity_curve_net\": -0.08500742186302827, \"index\": 252}, {\"equity_curve_net\": -0.08304992052728127, \"index\": 253}, {\"equity_curve_net\": -0.08354792928874084, \"index\": 254}, {\"equity_curve_net\": -0.0840357329739497, \"index\": 255}, {\"equity_curve_net\": -0.08509486281536359, \"index\": 256}, {\"equity_curve_net\": -0.0865990830656801, \"index\": 257}, {\"equity_curve_net\": -0.08737744096416834, \"index\": 258}, {\"equity_curve_net\": -0.08591645120884386, \"index\": 259}, {\"equity_curve_net\": -0.08636944577422793, \"index\": 260}, {\"equity_curve_net\": -0.08351402095403632, \"index\": 261}, {\"equity_curve_net\": -0.08577979124061182, \"index\": 262}, {\"equity_curve_net\": -0.08745787311746397, \"index\": 263}, {\"equity_curve_net\": -0.0862409834746075, \"index\": 264}, {\"equity_curve_net\": -0.08742728238678676, \"index\": 265}, {\"equity_curve_net\": -0.08734227947669483, \"index\": 266}, {\"equity_curve_net\": -0.08841754890549616, \"index\": 267}, {\"equity_curve_net\": -0.08940406422425921, \"index\": 268}, {\"equity_curve_net\": -0.08954252328927798, \"index\": 269}, {\"equity_curve_net\": -0.08891446246063746, \"index\": 270}, {\"equity_curve_net\": -0.09196924259675385, \"index\": 271}, {\"equity_curve_net\": -0.09177258423809852, \"index\": 272}, {\"equity_curve_net\": -0.09269735694470083, \"index\": 273}, {\"equity_curve_net\": -0.09402422671770184, \"index\": 274}, {\"equity_curve_net\": -0.09430212217623116, \"index\": 275}, {\"equity_curve_net\": -0.09374632487804617, \"index\": 276}, {\"equity_curve_net\": -0.09232252795540025, \"index\": 277}, {\"equity_curve_net\": -0.09411358310225888, \"index\": 278}, {\"equity_curve_net\": -0.09439306850304605, \"index\": 279}, {\"equity_curve_net\": -0.09450013795186783, \"index\": 280}, {\"equity_curve_net\": -0.09525338465798439, \"index\": 281}, {\"equity_curve_net\": -0.09717801951813544, \"index\": 282}, {\"equity_curve_net\": -0.0991391786377718, \"index\": 283}, {\"equity_curve_net\": -0.09981822684526491, \"index\": 284}, {\"equity_curve_net\": -0.09836646905779195, \"index\": 285}, {\"equity_curve_net\": -0.09983452354960672, \"index\": 286}, {\"equity_curve_net\": -0.1003313658950252, \"index\": 287}, {\"equity_curve_net\": -0.09994360060972006, \"index\": 288}, {\"equity_curve_net\": -0.09857841367933984, \"index\": 289}, {\"equity_curve_net\": -0.09777772359676053, \"index\": 290}, {\"equity_curve_net\": -0.09416603550932004, \"index\": 291}, {\"equity_curve_net\": -0.09390079513834663, \"index\": 292}, {\"equity_curve_net\": -0.09302065963127765, \"index\": 293}, {\"equity_curve_net\": -0.09408141861780901, \"index\": 294}, {\"equity_curve_net\": -0.09647719117483719, \"index\": 295}, {\"equity_curve_net\": -0.0927294140418423, \"index\": 296}, {\"equity_curve_net\": -0.09140870672837975, \"index\": 297}, {\"equity_curve_net\": -0.09147981728872669, \"index\": 298}, {\"equity_curve_net\": -0.09371082281699097, \"index\": 299}, {\"equity_curve_net\": -0.09596633505106837, \"index\": 300}, {\"equity_curve_net\": -0.09320332374014134, \"index\": 301}, {\"equity_curve_net\": -0.09516838405362744, \"index\": 302}, {\"equity_curve_net\": -0.09518400344638808, \"index\": 303}, {\"equity_curve_net\": -0.0931274808677096, \"index\": 304}, {\"equity_curve_net\": -0.09433194115217047, \"index\": 305}, {\"equity_curve_net\": -0.0997299198056243, \"index\": 306}, {\"equity_curve_net\": -0.09881450673075146, \"index\": 307}, {\"equity_curve_net\": -0.1005290924944076, \"index\": 308}, {\"equity_curve_net\": -0.102506766175183, \"index\": 309}, {\"equity_curve_net\": -0.10263466538098183, \"index\": 310}, {\"equity_curve_net\": -0.10310608028453092, \"index\": 311}, {\"equity_curve_net\": -0.10721831038172845, \"index\": 312}, {\"equity_curve_net\": -0.11157261473196356, \"index\": 313}, {\"equity_curve_net\": -0.11061003703719043, \"index\": 314}, {\"equity_curve_net\": -0.11257633112025725, \"index\": 315}, {\"equity_curve_net\": -0.1160749840192176, \"index\": 316}, {\"equity_curve_net\": -0.11573722755474797, \"index\": 317}, {\"equity_curve_net\": -0.11388119590898112, \"index\": 318}, {\"equity_curve_net\": -0.11475502628938603, \"index\": 319}, {\"equity_curve_net\": -0.11481475556400221, \"index\": 320}, {\"equity_curve_net\": -0.11743676965746885, \"index\": 321}, {\"equity_curve_net\": -0.11635476940027535, \"index\": 322}, {\"equity_curve_net\": -0.11777194573983887, \"index\": 323}, {\"equity_curve_net\": -0.120123627041463, \"index\": 324}, {\"equity_curve_net\": -0.11795031777608095, \"index\": 325}, {\"equity_curve_net\": -0.1128075102302631, \"index\": 326}, {\"equity_curve_net\": -0.11555153968819784, \"index\": 327}, {\"equity_curve_net\": -0.11846735019803654, \"index\": 328}, {\"equity_curve_net\": -0.11945407922622664, \"index\": 329}, {\"equity_curve_net\": -0.11890852193616487, \"index\": 330}, {\"equity_curve_net\": -0.11924286986180047, \"index\": 331}, {\"equity_curve_net\": -0.12100279822915498, \"index\": 332}, {\"equity_curve_net\": -0.12561776370271055, \"index\": 333}, {\"equity_curve_net\": -0.12380443971624784, \"index\": 334}, {\"equity_curve_net\": -0.12185137054463344, \"index\": 335}, {\"equity_curve_net\": -0.12475263868530016, \"index\": 336}, {\"equity_curve_net\": -0.13219123031575208, \"index\": 337}, {\"equity_curve_net\": -0.13650004235218496, \"index\": 338}, {\"equity_curve_net\": -0.13399288328046438, \"index\": 339}, {\"equity_curve_net\": -0.1344860271693161, \"index\": 340}, {\"equity_curve_net\": -0.1338069700268727, \"index\": 341}, {\"equity_curve_net\": -0.1351567526635157, \"index\": 342}, {\"equity_curve_net\": -0.13580800443190993, \"index\": 343}, {\"equity_curve_net\": -0.13575976763413442, \"index\": 344}, {\"equity_curve_net\": -0.13426610289194085, \"index\": 345}, {\"equity_curve_net\": -0.1340559256294154, \"index\": 346}, {\"equity_curve_net\": -0.13632930295878037, \"index\": 347}, {\"equity_curve_net\": -0.13603608367860506, \"index\": 348}, {\"equity_curve_net\": -0.13515355676799512, \"index\": 349}, {\"equity_curve_net\": -0.13468124799842687, \"index\": 350}, {\"equity_curve_net\": -0.13660822979146597, \"index\": 351}, {\"equity_curve_net\": -0.13722282286614404, \"index\": 352}, {\"equity_curve_net\": -0.13537408021650743, \"index\": 353}, {\"equity_curve_net\": -0.13728011412012167, \"index\": 354}, {\"equity_curve_net\": -0.1358363678022662, \"index\": 355}, {\"equity_curve_net\": -0.13811385063437073, \"index\": 356}, {\"equity_curve_net\": -0.1399210937973907, \"index\": 357}, {\"equity_curve_net\": -0.1444039064602535, \"index\": 358}, {\"equity_curve_net\": -0.1436988524958776, \"index\": 359}, {\"equity_curve_net\": -0.14477246128921692, \"index\": 360}, {\"equity_curve_net\": -0.13645183210719913, \"index\": 361}, {\"equity_curve_net\": -0.14320936243999596, \"index\": 362}, {\"equity_curve_net\": -0.14166226213376126, \"index\": 363}, {\"equity_curve_net\": -0.14182837073993268, \"index\": 364}, {\"equity_curve_net\": -0.15328231913830725, \"index\": 365}, {\"equity_curve_net\": -0.1505551940144866, \"index\": 366}, {\"equity_curve_net\": -0.14881609783420463, \"index\": 367}, {\"equity_curve_net\": -0.15062010593184635, \"index\": 368}, {\"equity_curve_net\": -0.1499318940049098, \"index\": 369}, {\"equity_curve_net\": -0.14764264322806067, \"index\": 370}, {\"equity_curve_net\": -0.1431822446036634, \"index\": 371}, {\"equity_curve_net\": -0.14087794598231493, \"index\": 372}, {\"equity_curve_net\": -0.1445887194720068, \"index\": 373}, {\"equity_curve_net\": -0.1448840290910746, \"index\": 374}, {\"equity_curve_net\": -0.14584976223762341, \"index\": 375}, {\"equity_curve_net\": -0.14773630192993645, \"index\": 376}, {\"equity_curve_net\": -0.14552266220612198, \"index\": 377}, {\"equity_curve_net\": -0.14636981048580247, \"index\": 378}, {\"equity_curve_net\": -0.14758809980455084, \"index\": 379}, {\"equity_curve_net\": -0.1480904363128753, \"index\": 380}, {\"equity_curve_net\": -0.1494364934263892, \"index\": 381}, {\"equity_curve_net\": -0.15124526349277026, \"index\": 382}, {\"equity_curve_net\": -0.14974254256986114, \"index\": 383}, {\"equity_curve_net\": -0.1509652810493791, \"index\": 384}, {\"equity_curve_net\": -0.15693229965856814, \"index\": 385}, {\"equity_curve_net\": -0.1542512500893121, \"index\": 386}, {\"equity_curve_net\": -0.1528856536098297, \"index\": 387}, {\"equity_curve_net\": -0.14688219876561623, \"index\": 388}, {\"equity_curve_net\": -0.1484351561157926, \"index\": 389}, {\"equity_curve_net\": -0.15655589170639264, \"index\": 390}, {\"equity_curve_net\": -0.15946255546439542, \"index\": 391}, {\"equity_curve_net\": -0.15981373262178497, \"index\": 392}, {\"equity_curve_net\": -0.16509608524929387, \"index\": 393}, {\"equity_curve_net\": -0.1677477943302215, \"index\": 394}, {\"equity_curve_net\": -0.1712077875634483, \"index\": 395}, {\"equity_curve_net\": -0.17264651447455778, \"index\": 396}, {\"equity_curve_net\": -0.16772195725182693, \"index\": 397}, {\"equity_curve_net\": -0.1710270540785969, \"index\": 398}, {\"equity_curve_net\": -0.17208216488475153, \"index\": 399}, {\"equity_curve_net\": -0.1738668076428533, \"index\": 400}, {\"equity_curve_net\": -0.1779236969228527, \"index\": 401}, {\"equity_curve_net\": -0.17937297007258948, \"index\": 402}, {\"equity_curve_net\": -0.18400508678267918, \"index\": 403}, {\"equity_curve_net\": -0.18165899412947226, \"index\": 404}, {\"equity_curve_net\": -0.18393696264629944, \"index\": 405}, {\"equity_curve_net\": -0.18931135136459956, \"index\": 406}, {\"equity_curve_net\": -0.18620204149130976, \"index\": 407}, {\"equity_curve_net\": -0.17488624072510303, \"index\": 408}, {\"equity_curve_net\": -0.18648388940277305, \"index\": 409}, {\"equity_curve_net\": -0.18936583446266167, \"index\": 410}, {\"equity_curve_net\": -0.18698599999257642, \"index\": 411}, {\"equity_curve_net\": -0.19259949972831233, \"index\": 412}, {\"equity_curve_net\": -0.19841136651582847, \"index\": 413}, {\"equity_curve_net\": -0.20354053008399045, \"index\": 414}, {\"equity_curve_net\": -0.19866922821438254, \"index\": 415}, {\"equity_curve_net\": -0.19984991037832198, \"index\": 416}, {\"equity_curve_net\": -0.1938600817146977, \"index\": 417}, {\"equity_curve_net\": -0.19305877439808208, \"index\": 418}, {\"equity_curve_net\": -0.189096101565914, \"index\": 419}, {\"equity_curve_net\": -0.19095055428514848, \"index\": 420}, {\"equity_curve_net\": -0.19178922004971555, \"index\": 421}, {\"equity_curve_net\": -0.19051956783979343, \"index\": 422}, {\"equity_curve_net\": -0.19015674698191148, \"index\": 423}, {\"equity_curve_net\": -0.19111234812465192, \"index\": 424}, {\"equity_curve_net\": -0.19412042941857066, \"index\": 425}, {\"equity_curve_net\": -0.1923934634819924, \"index\": 426}, {\"equity_curve_net\": -0.19550821613530117, \"index\": 427}, {\"equity_curve_net\": -0.19610399611789595, \"index\": 428}, {\"equity_curve_net\": -0.19784973287544316, \"index\": 429}, {\"equity_curve_net\": -0.19644055375909777, \"index\": 430}, {\"equity_curve_net\": -0.1984344463060948, \"index\": 431}, {\"equity_curve_net\": -0.20047966112979584, \"index\": 432}, {\"equity_curve_net\": -0.2042194059693082, \"index\": 433}, {\"equity_curve_net\": -0.20708654625988945, \"index\": 434}, {\"equity_curve_net\": -0.20451530264897894, \"index\": 435}, {\"equity_curve_net\": -0.2092554723354981, \"index\": 436}, {\"equity_curve_net\": -0.20626235403378668, \"index\": 437}, {\"equity_curve_net\": -0.2078399881143537, \"index\": 438}, {\"equity_curve_net\": -0.20332913834910565, \"index\": 439}, {\"equity_curve_net\": -0.2033645127234884, \"index\": 440}, {\"equity_curve_net\": -0.20393100846598367, \"index\": 441}, {\"equity_curve_net\": -0.20720650832699364, \"index\": 442}, {\"equity_curve_net\": -0.20431528626100154, \"index\": 443}, {\"equity_curve_net\": -0.20360545682370898, \"index\": 444}, {\"equity_curve_net\": -0.20787866090565466, \"index\": 445}, {\"equity_curve_net\": -0.2077335229625811, \"index\": 446}, {\"equity_curve_net\": -0.20721728091320052, \"index\": 447}, {\"equity_curve_net\": -0.20653020496697436, \"index\": 448}, {\"equity_curve_net\": -0.20771257282477384, \"index\": 449}, {\"equity_curve_net\": -0.2070536805623007, \"index\": 450}, {\"equity_curve_net\": -0.20771017684821919, \"index\": 451}, {\"equity_curve_net\": -0.20856029840432297, \"index\": 452}, {\"equity_curve_net\": -0.2071064758747021, \"index\": 453}, {\"equity_curve_net\": -0.2080220439419497, \"index\": 454}, {\"equity_curve_net\": -0.20733230965184962, \"index\": 455}, {\"equity_curve_net\": -0.208460020748882, \"index\": 456}, {\"equity_curve_net\": -0.2105072919328278, \"index\": 457}, {\"equity_curve_net\": -0.2095954119465571, \"index\": 458}, {\"equity_curve_net\": -0.2097935808958022, \"index\": 459}, {\"equity_curve_net\": -0.20935174243973828, \"index\": 460}, {\"equity_curve_net\": -0.20767956551173272, \"index\": 461}, {\"equity_curve_net\": -0.20888695317587627, \"index\": 462}, {\"equity_curve_net\": -0.20851437904233167, \"index\": 463}, {\"equity_curve_net\": -0.2090393675275619, \"index\": 464}, {\"equity_curve_net\": -0.21063673284102535, \"index\": 465}, {\"equity_curve_net\": -0.21223509350549044, \"index\": 466}, {\"equity_curve_net\": -0.20667126110072104, \"index\": 467}, {\"equity_curve_net\": -0.2091782420714768, \"index\": 468}, {\"equity_curve_net\": -0.21079937892799605, \"index\": 469}, {\"equity_curve_net\": -0.21344688192334607, \"index\": 470}, {\"equity_curve_net\": -0.21565155907884132, \"index\": 471}, {\"equity_curve_net\": -0.21626048529484995, \"index\": 472}, {\"equity_curve_net\": -0.21654148066056889, \"index\": 473}, {\"equity_curve_net\": -0.21508994429503805, \"index\": 474}, {\"equity_curve_net\": -0.21668182935722652, \"index\": 475}, {\"equity_curve_net\": -0.21920886635962664, \"index\": 476}, {\"equity_curve_net\": -0.22043318558459202, \"index\": 477}, {\"equity_curve_net\": -0.21886150255333905, \"index\": 478}, {\"equity_curve_net\": -0.2199397348393924, \"index\": 479}, {\"equity_curve_net\": -0.21639798442069266, \"index\": 480}, {\"equity_curve_net\": -0.21859689843568086, \"index\": 481}, {\"equity_curve_net\": -0.21989177448427613, \"index\": 482}, {\"equity_curve_net\": -0.21625752650444946, \"index\": 483}, {\"equity_curve_net\": -0.2177552636437011, \"index\": 484}, {\"equity_curve_net\": -0.2162464022782269, \"index\": 485}, {\"equity_curve_net\": -0.2184430549255886, \"index\": 486}, {\"equity_curve_net\": -0.21877392919264388, \"index\": 487}, {\"equity_curve_net\": -0.21666417477673747, \"index\": 488}, {\"equity_curve_net\": -0.21537332217255745, \"index\": 489}, {\"equity_curve_net\": -0.2184226298572254, \"index\": 490}, {\"equity_curve_net\": -0.22045511338491613, \"index\": 491}, {\"equity_curve_net\": -0.22252976626746288, \"index\": 492}, {\"equity_curve_net\": -0.22300088674211116, \"index\": 493}, {\"equity_curve_net\": -0.2276911021483731, \"index\": 494}, {\"equity_curve_net\": -0.22765409087262772, \"index\": 495}, {\"equity_curve_net\": -0.22750206766176004, \"index\": 496}, {\"equity_curve_net\": -0.23019232115725263, \"index\": 497}, {\"equity_curve_net\": -0.23263675566805045, \"index\": 498}, {\"equity_curve_net\": -0.2304748916586185, \"index\": 499}, {\"equity_curve_net\": -0.22749342699628325, \"index\": 500}, {\"equity_curve_net\": -0.22678700014601705, \"index\": 501}, {\"equity_curve_net\": -0.22723385781950337, \"index\": 502}, {\"equity_curve_net\": -0.23557418390637525, \"index\": 503}, {\"equity_curve_net\": -0.23244461869841013, \"index\": 504}, {\"equity_curve_net\": -0.24489720939238369, \"index\": 505}, {\"equity_curve_net\": -0.24457818467706496, \"index\": 506}, {\"equity_curve_net\": -0.24298182392589113, \"index\": 507}, {\"equity_curve_net\": -0.239526413163455, \"index\": 508}, {\"equity_curve_net\": -0.23998397228629642, \"index\": 509}, {\"equity_curve_net\": -0.24038342073673938, \"index\": 510}, {\"equity_curve_net\": -0.24025570038845628, \"index\": 511}, {\"equity_curve_net\": -0.24184003638268556, \"index\": 512}, {\"equity_curve_net\": -0.23922198054105392, \"index\": 513}, {\"equity_curve_net\": -0.23842203516728835, \"index\": 514}, {\"equity_curve_net\": -0.2369590661186622, \"index\": 515}, {\"equity_curve_net\": -0.23806185636237406, \"index\": 516}, {\"equity_curve_net\": -0.24032103591191967, \"index\": 517}, {\"equity_curve_net\": -0.2419658793517451, \"index\": 518}, {\"equity_curve_net\": -0.24331014448421012, \"index\": 519}, {\"equity_curve_net\": -0.2375006464137248, \"index\": 520}, {\"equity_curve_net\": -0.23873723040029826, \"index\": 521}, {\"equity_curve_net\": -0.24053799912519483, \"index\": 522}, {\"equity_curve_net\": -0.24358557478270465, \"index\": 523}, {\"equity_curve_net\": -0.24287406174702783, \"index\": 524}, {\"equity_curve_net\": -0.2437408280457043, \"index\": 525}, {\"equity_curve_net\": -0.24286165052031863, \"index\": 526}, {\"equity_curve_net\": -0.24622688563969924, \"index\": 527}, {\"equity_curve_net\": -0.24379406729702155, \"index\": 528}, {\"equity_curve_net\": -0.23633617436993426, \"index\": 529}, {\"equity_curve_net\": -0.23887640949378522, \"index\": 530}, {\"equity_curve_net\": -0.23706570345507977, \"index\": 531}, {\"equity_curve_net\": -0.23439463114456557, \"index\": 532}, {\"equity_curve_net\": -0.2357468329498038, \"index\": 533}, {\"equity_curve_net\": -0.2349272006973794, \"index\": 534}, {\"equity_curve_net\": -0.2374873770673674, \"index\": 535}, {\"equity_curve_net\": -0.23790494844393192, \"index\": 536}, {\"equity_curve_net\": -0.23819303181472795, \"index\": 537}, {\"equity_curve_net\": -0.23970978388340083, \"index\": 538}, {\"equity_curve_net\": -0.24112636796001458, \"index\": 539}, {\"equity_curve_net\": -0.2429776873608621, \"index\": 540}, {\"equity_curve_net\": -0.24529157419542447, \"index\": 541}, {\"equity_curve_net\": -0.24594764751173695, \"index\": 542}, {\"equity_curve_net\": -0.24822870371214495, \"index\": 543}, {\"equity_curve_net\": -0.24689302014960599, \"index\": 544}, {\"equity_curve_net\": -0.24685601568415694, \"index\": 545}, {\"equity_curve_net\": -0.24616474273274827, \"index\": 546}, {\"equity_curve_net\": -0.2453524267176394, \"index\": 547}, {\"equity_curve_net\": -0.2450210338639068, \"index\": 548}, {\"equity_curve_net\": -0.23463160755547663, \"index\": 549}, {\"equity_curve_net\": -0.2337048959079592, \"index\": 550}, {\"equity_curve_net\": -0.23305675599744063, \"index\": 551}, {\"equity_curve_net\": -0.23136510697704502, \"index\": 552}, {\"equity_curve_net\": -0.23434824535693977, \"index\": 553}, {\"equity_curve_net\": -0.23218900721150695, \"index\": 554}, {\"equity_curve_net\": -0.236529198532277, \"index\": 555}, {\"equity_curve_net\": -0.23496303707973829, \"index\": 556}, {\"equity_curve_net\": -0.23510476107066536, \"index\": 557}, {\"equity_curve_net\": -0.2279840572070079, \"index\": 558}, {\"equity_curve_net\": -0.2310334130876191, \"index\": 559}, {\"equity_curve_net\": -0.23086058535279538, \"index\": 560}, {\"equity_curve_net\": -0.22745103850186876, \"index\": 561}, {\"equity_curve_net\": -0.22873400421530324, \"index\": 562}, {\"equity_curve_net\": -0.22760043755847587, \"index\": 563}, {\"equity_curve_net\": -0.23139211643720844, \"index\": 564}, {\"equity_curve_net\": -0.23359744563492124, \"index\": 565}, {\"equity_curve_net\": -0.23388393085617923, \"index\": 566}, {\"equity_curve_net\": -0.23441727064917922, \"index\": 567}, {\"equity_curve_net\": -0.23687006552631404, \"index\": 568}, {\"equity_curve_net\": -0.23573674671770684, \"index\": 569}, {\"equity_curve_net\": -0.23560103451578798, \"index\": 570}, {\"equity_curve_net\": -0.23792914788475422, \"index\": 571}, {\"equity_curve_net\": -0.23802761115628698, \"index\": 572}, {\"equity_curve_net\": -0.23976280231549119, \"index\": 573}, {\"equity_curve_net\": -0.2374153136097449, \"index\": 574}, {\"equity_curve_net\": -0.24135981926334288, \"index\": 575}, {\"equity_curve_net\": -0.24549516525250367, \"index\": 576}, {\"equity_curve_net\": -0.24970522380124527, \"index\": 577}, {\"equity_curve_net\": -0.24790045377979977, \"index\": 578}, {\"equity_curve_net\": -0.24858758516874863, \"index\": 579}, {\"equity_curve_net\": -0.2447722880804167, \"index\": 580}, {\"equity_curve_net\": -0.24713460275753651, \"index\": 581}, {\"equity_curve_net\": -0.24708112878367797, \"index\": 582}, {\"equity_curve_net\": -0.24368789777293604, \"index\": 583}, {\"equity_curve_net\": -0.24400656016004316, \"index\": 584}, {\"equity_curve_net\": -0.24418486193239974, \"index\": 585}, {\"equity_curve_net\": -0.2465455010437925, \"index\": 586}, {\"equity_curve_net\": -0.24787819076797762, \"index\": 587}, {\"equity_curve_net\": -0.24869977323890277, \"index\": 588}, {\"equity_curve_net\": -0.25068783803488914, \"index\": 589}, {\"equity_curve_net\": -0.25149344436553867, \"index\": 590}, {\"equity_curve_net\": -0.25164414816873015, \"index\": 591}, {\"equity_curve_net\": -0.24966311021604684, \"index\": 592}, {\"equity_curve_net\": -0.25097743548142143, \"index\": 593}, {\"equity_curve_net\": -0.2507040789834562, \"index\": 594}, {\"equity_curve_net\": -0.24817044310943123, \"index\": 595}, {\"equity_curve_net\": -0.24532732501857124, \"index\": 596}, {\"equity_curve_net\": -0.24504776946292642, \"index\": 597}, {\"equity_curve_net\": -0.24304509339437513, \"index\": 598}, {\"equity_curve_net\": -0.24371190539111784, \"index\": 599}, {\"equity_curve_net\": -0.24552761567332493, \"index\": 600}, {\"equity_curve_net\": -0.24612694042277486, \"index\": 601}, {\"equity_curve_net\": -0.24740647706469726, \"index\": 602}, {\"equity_curve_net\": -0.2500526464061204, \"index\": 603}, {\"equity_curve_net\": -0.2503929903320105, \"index\": 604}, {\"equity_curve_net\": -0.2513979610008466, \"index\": 605}, {\"equity_curve_net\": -0.2526846012474992, \"index\": 606}, {\"equity_curve_net\": -0.25128677704881414, \"index\": 607}, {\"equity_curve_net\": -0.25406437696027345, \"index\": 608}, {\"equity_curve_net\": -0.2544645409720439, \"index\": 609}, {\"equity_curve_net\": -0.2557533564971925, \"index\": 610}, {\"equity_curve_net\": -0.2540447869754306, \"index\": 611}, {\"equity_curve_net\": -0.2559835813147601, \"index\": 612}, {\"equity_curve_net\": -0.25026575751624575, \"index\": 613}, {\"equity_curve_net\": -0.24063144289470093, \"index\": 614}, {\"equity_curve_net\": -0.24106533649974093, \"index\": 615}, {\"equity_curve_net\": -0.23777056607574057, \"index\": 616}, {\"equity_curve_net\": -0.23809874902428202, \"index\": 617}, {\"equity_curve_net\": -0.2409211334443869, \"index\": 618}, {\"equity_curve_net\": -0.23730333867482467, \"index\": 619}, {\"equity_curve_net\": -0.23808194333013946, \"index\": 620}, {\"equity_curve_net\": -0.2364342932477977, \"index\": 621}, {\"equity_curve_net\": -0.234370650242375, \"index\": 622}, {\"equity_curve_net\": -0.23353141108861786, \"index\": 623}, {\"equity_curve_net\": -0.23460272216364644, \"index\": 624}, {\"equity_curve_net\": -0.23234575498535442, \"index\": 625}, {\"equity_curve_net\": -0.23280531253726608, \"index\": 626}, {\"equity_curve_net\": -0.23231704706878098, \"index\": 627}, {\"equity_curve_net\": -0.23415960318986265, \"index\": 628}, {\"equity_curve_net\": -0.2345032533399965, \"index\": 629}, {\"equity_curve_net\": -0.23422127040847626, \"index\": 630}, {\"equity_curve_net\": -0.23775431588596396, \"index\": 631}, {\"equity_curve_net\": -0.23497072933105725, \"index\": 632}, {\"equity_curve_net\": -0.2324698394572477, \"index\": 633}, {\"equity_curve_net\": -0.23482157966502468, \"index\": 634}, {\"equity_curve_net\": -0.2340607266727439, \"index\": 635}, {\"equity_curve_net\": -0.22665729097056211, \"index\": 636}, {\"equity_curve_net\": -0.21247843697192398, \"index\": 637}, {\"equity_curve_net\": -0.21195024908070945, \"index\": 638}, {\"equity_curve_net\": -0.21558280055452872, \"index\": 639}, {\"equity_curve_net\": -0.2164074677549959, \"index\": 640}, {\"equity_curve_net\": -0.2190262201239756, \"index\": 641}, {\"equity_curve_net\": -0.22581203705166994, \"index\": 642}, {\"equity_curve_net\": -0.22527409658328468, \"index\": 643}, {\"equity_curve_net\": -0.22802084736578246, \"index\": 644}, {\"equity_curve_net\": -0.23063850775904343, \"index\": 645}, {\"equity_curve_net\": -0.23639027164420676, \"index\": 646}, {\"equity_curve_net\": -0.24458652771672107, \"index\": 647}, {\"equity_curve_net\": -0.24237204770711365, \"index\": 648}, {\"equity_curve_net\": -0.24109768347062527, \"index\": 649}, {\"equity_curve_net\": -0.24106492659281606, \"index\": 650}, {\"equity_curve_net\": -0.24467033630001267, \"index\": 651}, {\"equity_curve_net\": -0.24895169690506683, \"index\": 652}, {\"equity_curve_net\": -0.2472242899872495, \"index\": 653}, {\"equity_curve_net\": -0.2537947520737413, \"index\": 654}, {\"equity_curve_net\": -0.25657902118615744, \"index\": 655}, {\"equity_curve_net\": -0.25805771353545776, \"index\": 656}, {\"equity_curve_net\": -0.2571910497258459, \"index\": 657}, {\"equity_curve_net\": -0.25950584751030153, \"index\": 658}, {\"equity_curve_net\": -0.2578664962105915, \"index\": 659}, {\"equity_curve_net\": -0.2583279230578776, \"index\": 660}, {\"equity_curve_net\": -0.2582615151671411, \"index\": 661}, {\"equity_curve_net\": -0.26046461012199734, \"index\": 662}, {\"equity_curve_net\": -0.25929130695770947, \"index\": 663}, {\"equity_curve_net\": -0.26191834134551456, \"index\": 664}, {\"equity_curve_net\": -0.26243686323610366, \"index\": 665}, {\"equity_curve_net\": -0.2618659400951537, \"index\": 666}, {\"equity_curve_net\": -0.2639007422668092, \"index\": 667}, {\"equity_curve_net\": -0.2678873779268844, \"index\": 668}, {\"equity_curve_net\": -0.26808885376976127, \"index\": 669}, {\"equity_curve_net\": -0.2682077596300145, \"index\": 670}, {\"equity_curve_net\": -0.26239872675515513, \"index\": 671}, {\"equity_curve_net\": -0.2665211201427788, \"index\": 672}, {\"equity_curve_net\": -0.27226265670908895, \"index\": 673}, {\"equity_curve_net\": -0.2689431803926598, \"index\": 674}, {\"equity_curve_net\": -0.26720762393665326, \"index\": 675}, {\"equity_curve_net\": -0.26457370697308397, \"index\": 676}, {\"equity_curve_net\": -0.26454165388410283, \"index\": 677}, {\"equity_curve_net\": -0.262606857494233, \"index\": 678}, {\"equity_curve_net\": -0.2587895627189785, \"index\": 679}, {\"equity_curve_net\": -0.2616882322368314, \"index\": 680}, {\"equity_curve_net\": -0.26392156665360883, \"index\": 681}, {\"equity_curve_net\": -0.26426272132490397, \"index\": 682}, {\"equity_curve_net\": -0.2683307373485329, \"index\": 683}, {\"equity_curve_net\": -0.27096113381083237, \"index\": 684}, {\"equity_curve_net\": -0.2709125684890186, \"index\": 685}, {\"equity_curve_net\": -0.2720492936826277, \"index\": 686}, {\"equity_curve_net\": -0.2738391023706355, \"index\": 687}, {\"equity_curve_net\": -0.27665559477847207, \"index\": 688}, {\"equity_curve_net\": -0.2744185008597691, \"index\": 689}, {\"equity_curve_net\": -0.2735771239714572, \"index\": 690}, {\"equity_curve_net\": -0.27814548513205645, \"index\": 691}, {\"equity_curve_net\": -0.27818589470193883, \"index\": 692}, {\"equity_curve_net\": -0.28199204773046477, \"index\": 693}, {\"equity_curve_net\": -0.28201050171989656, \"index\": 694}, {\"equity_curve_net\": -0.2802526396225667, \"index\": 695}, {\"equity_curve_net\": -0.268270014686903, \"index\": 696}, {\"equity_curve_net\": -0.276265843622102, \"index\": 697}, {\"equity_curve_net\": -0.2770083034445691, \"index\": 698}, {\"equity_curve_net\": -0.27329347138198995, \"index\": 699}, {\"equity_curve_net\": -0.27097746626870917, \"index\": 700}, {\"equity_curve_net\": -0.27003837466662267, \"index\": 701}, {\"equity_curve_net\": -0.27991055455972197, \"index\": 702}, {\"equity_curve_net\": -0.27900030357304956, \"index\": 703}, {\"equity_curve_net\": -0.27695838157120395, \"index\": 704}, {\"equity_curve_net\": -0.27443002489919316, \"index\": 705}, {\"equity_curve_net\": -0.27211736602792297, \"index\": 706}, {\"equity_curve_net\": -0.27714482730829176, \"index\": 707}, {\"equity_curve_net\": -0.27367363575049003, \"index\": 708}, {\"equity_curve_net\": -0.2769815509922014, \"index\": 709}, {\"equity_curve_net\": -0.2799863537978268, \"index\": 710}, {\"equity_curve_net\": -0.2834121211592671, \"index\": 711}, {\"equity_curve_net\": -0.2912791882292675, \"index\": 712}, {\"equity_curve_net\": -0.29494218789767995, \"index\": 713}, {\"equity_curve_net\": -0.2959529868996033, \"index\": 714}, {\"equity_curve_net\": -0.2973642240204855, \"index\": 715}, {\"equity_curve_net\": -0.2979454965926109, \"index\": 716}, {\"equity_curve_net\": -0.30425965032466534, \"index\": 717}, {\"equity_curve_net\": -0.3049011696557395, \"index\": 718}, {\"equity_curve_net\": -0.3232329660012943, \"index\": 719}, {\"equity_curve_net\": -0.32769086811359255, \"index\": 720}, {\"equity_curve_net\": -0.3250234572977804, \"index\": 721}, {\"equity_curve_net\": -0.33040295571738615, \"index\": 722}, {\"equity_curve_net\": -0.32786162246228195, \"index\": 723}, {\"equity_curve_net\": -0.32792296804722637, \"index\": 724}, {\"equity_curve_net\": -0.3272141841359391, \"index\": 725}, {\"equity_curve_net\": -0.3290317127090578, \"index\": 726}, {\"equity_curve_net\": -0.3302962947551536, \"index\": 727}, {\"equity_curve_net\": -0.33062064775602223, \"index\": 728}, {\"equity_curve_net\": -0.327947272284781, \"index\": 729}, {\"equity_curve_net\": -0.32844511479060906, \"index\": 730}, {\"equity_curve_net\": -0.32803583944628995, \"index\": 731}, {\"equity_curve_net\": -0.3244297770128614, \"index\": 732}, {\"equity_curve_net\": -0.32482343790468354, \"index\": 733}, {\"equity_curve_net\": -0.32772026899177414, \"index\": 734}, {\"equity_curve_net\": -0.3294672733957607, \"index\": 735}, {\"equity_curve_net\": -0.3287423710846746, \"index\": 736}, {\"equity_curve_net\": -0.32846097738930574, \"index\": 737}, {\"equity_curve_net\": -0.3302034023637776, \"index\": 738}, {\"equity_curve_net\": -0.33151867460958756, \"index\": 739}, {\"equity_curve_net\": -0.33344523148670197, \"index\": 740}, {\"equity_curve_net\": -0.332705569459038, \"index\": 741}, {\"equity_curve_net\": -0.33225349367240326, \"index\": 742}, {\"equity_curve_net\": -0.3359083554441587, \"index\": 743}, {\"equity_curve_net\": -0.34383202736892166, \"index\": 744}, {\"equity_curve_net\": -0.34755459373071457, \"index\": 745}, {\"equity_curve_net\": -0.34933223911306727, \"index\": 746}, {\"equity_curve_net\": -0.34916149591099616, \"index\": 747}, {\"equity_curve_net\": -0.3477467807804366, \"index\": 748}, {\"equity_curve_net\": -0.35196320980841916, \"index\": 749}, {\"equity_curve_net\": -0.3544393025346652, \"index\": 750}, {\"equity_curve_net\": -0.3522162687928712, \"index\": 751}, {\"equity_curve_net\": -0.35244886466316355, \"index\": 752}, {\"equity_curve_net\": -0.3498437460562465, \"index\": 753}, {\"equity_curve_net\": -0.35360147450184404, \"index\": 754}, {\"equity_curve_net\": -0.35775011628491066, \"index\": 755}, {\"equity_curve_net\": -0.3576512821868478, \"index\": 756}, {\"equity_curve_net\": -0.35553420338455327, \"index\": 757}, {\"equity_curve_net\": -0.356762886321442, \"index\": 758}, {\"equity_curve_net\": -0.35406485268805393, \"index\": 759}, {\"equity_curve_net\": -0.35655519965555044, \"index\": 760}, {\"equity_curve_net\": -0.3554278202402475, \"index\": 761}, {\"equity_curve_net\": -0.35430469429155814, \"index\": 762}, {\"equity_curve_net\": -0.35466075252511314, \"index\": 763}, {\"equity_curve_net\": -0.3579734342757614, \"index\": 764}, {\"equity_curve_net\": -0.3578634800115346, \"index\": 765}, {\"equity_curve_net\": -0.35848922639800146, \"index\": 766}, {\"equity_curve_net\": -0.356035451900411, \"index\": 767}, {\"equity_curve_net\": -0.3576574002881387, \"index\": 768}, {\"equity_curve_net\": -0.35948323742277616, \"index\": 769}, {\"equity_curve_net\": -0.36090262227741005, \"index\": 770}, {\"equity_curve_net\": -0.36083056312129075, \"index\": 771}, {\"equity_curve_net\": -0.3618369222174626, \"index\": 772}, {\"equity_curve_net\": -0.3625084980746936, \"index\": 773}, {\"equity_curve_net\": -0.3633424500228088, \"index\": 774}, {\"equity_curve_net\": -0.3640752668003711, \"index\": 775}, {\"equity_curve_net\": -0.366437101497119, \"index\": 776}, {\"equity_curve_net\": -0.3669197413260697, \"index\": 777}, {\"equity_curve_net\": -0.36823389313261473, \"index\": 778}, {\"equity_curve_net\": -0.36990428112084733, \"index\": 779}, {\"equity_curve_net\": -0.3689741176426224, \"index\": 780}, {\"equity_curve_net\": -0.36808116806824925, \"index\": 781}, {\"equity_curve_net\": -0.3681005324837054, \"index\": 782}, {\"equity_curve_net\": -0.3653389568065271, \"index\": 783}, {\"equity_curve_net\": -0.36660024069014024, \"index\": 784}, {\"equity_curve_net\": -0.36661099188518037, \"index\": 785}, {\"equity_curve_net\": -0.36658443837241766, \"index\": 786}, {\"equity_curve_net\": -0.36402048748292765, \"index\": 787}, {\"equity_curve_net\": -0.36500189798982857, \"index\": 788}, {\"equity_curve_net\": -0.36617513673271335, \"index\": 789}, {\"equity_curve_net\": -0.3675572262509778, \"index\": 790}, {\"equity_curve_net\": -0.3693809471878951, \"index\": 791}, {\"equity_curve_net\": -0.3675988881659235, \"index\": 792}, {\"equity_curve_net\": -0.37072186509605803, \"index\": 793}, {\"equity_curve_net\": -0.3704899944785944, \"index\": 794}, {\"equity_curve_net\": -0.37462035533084387, \"index\": 795}, {\"equity_curve_net\": -0.3746119301284114, \"index\": 796}, {\"equity_curve_net\": -0.3781473525739401, \"index\": 797}, {\"equity_curve_net\": -0.37852458029348507, \"index\": 798}, {\"equity_curve_net\": -0.37895375046325724, \"index\": 799}, {\"equity_curve_net\": -0.37869506939717684, \"index\": 800}, {\"equity_curve_net\": -0.37716913013682124, \"index\": 801}, {\"equity_curve_net\": -0.38240009145334025, \"index\": 802}, {\"equity_curve_net\": -0.3839312242485107, \"index\": 803}, {\"equity_curve_net\": -0.39336043639147794, \"index\": 804}, {\"equity_curve_net\": -0.4010346433200818, \"index\": 805}, {\"equity_curve_net\": -0.40276115816176555, \"index\": 806}, {\"equity_curve_net\": -0.40206256699398085, \"index\": 807}, {\"equity_curve_net\": -0.4007116941423265, \"index\": 808}, {\"equity_curve_net\": -0.4051240399123955, \"index\": 809}, {\"equity_curve_net\": -0.4061314205821202, \"index\": 810}, {\"equity_curve_net\": -0.4073005699457875, \"index\": 811}, {\"equity_curve_net\": -0.4086639376684111, \"index\": 812}, {\"equity_curve_net\": -0.4091702090218892, \"index\": 813}, {\"equity_curve_net\": -0.41073337174663055, \"index\": 814}, {\"equity_curve_net\": -0.40634168051385294, \"index\": 815}, {\"equity_curve_net\": -0.41288457545213614, \"index\": 816}, {\"equity_curve_net\": -0.4204436243443888, \"index\": 817}, {\"equity_curve_net\": -0.4166672937925788, \"index\": 818}, {\"equity_curve_net\": -0.4156459965587221, \"index\": 819}, {\"equity_curve_net\": -0.4202051557866228, \"index\": 820}, {\"equity_curve_net\": -0.4203096311528283, \"index\": 821}, {\"equity_curve_net\": -0.419574198377391, \"index\": 822}, {\"equity_curve_net\": -0.4193886089039503, \"index\": 823}, {\"equity_curve_net\": -0.41788469705229886, \"index\": 824}, {\"equity_curve_net\": -0.4207832047528544, \"index\": 825}, {\"equity_curve_net\": -0.4227475347930267, \"index\": 826}, {\"equity_curve_net\": -0.4204624889376019, \"index\": 827}, {\"equity_curve_net\": -0.42759532829813013, \"index\": 828}, {\"equity_curve_net\": -0.4277574395804998, \"index\": 829}, {\"equity_curve_net\": -0.4366304528433906, \"index\": 830}, {\"equity_curve_net\": -0.43288565221734415, \"index\": 831}, {\"equity_curve_net\": -0.43635573353669915, \"index\": 832}, {\"equity_curve_net\": -0.4372804176221377, \"index\": 833}, {\"equity_curve_net\": -0.43818160860086647, \"index\": 834}, {\"equity_curve_net\": -0.4369023894962119, \"index\": 835}, {\"equity_curve_net\": -0.43631694144838823, \"index\": 836}, {\"equity_curve_net\": -0.43634390673662177, \"index\": 837}, {\"equity_curve_net\": -0.43596145441377415, \"index\": 838}, {\"equity_curve_net\": -0.43574783800981126, \"index\": 839}, {\"equity_curve_net\": -0.43984770945644364, \"index\": 840}, {\"equity_curve_net\": -0.4520124180980552, \"index\": 841}, {\"equity_curve_net\": -0.4534677674290994, \"index\": 842}, {\"equity_curve_net\": -0.4575127204133212, \"index\": 843}, {\"equity_curve_net\": -0.4570467567444538, \"index\": 844}, {\"equity_curve_net\": -0.4615917845492686, \"index\": 845}, {\"equity_curve_net\": -0.4616152067371823, \"index\": 846}, {\"equity_curve_net\": -0.45833799500334244, \"index\": 847}, {\"equity_curve_net\": -0.46028336436363343, \"index\": 848}, {\"equity_curve_net\": -0.4587129728439608, \"index\": 849}, {\"equity_curve_net\": -0.4619244277469902, \"index\": 850}, {\"equity_curve_net\": -0.45963843939311994, \"index\": 851}, {\"equity_curve_net\": -0.4618944261360491, \"index\": 852}, {\"equity_curve_net\": -0.466238371850948, \"index\": 853}, {\"equity_curve_net\": -0.46614558971980563, \"index\": 854}, {\"equity_curve_net\": -0.4677482160744931, \"index\": 855}, {\"equity_curve_net\": -0.46753431794545136, \"index\": 856}, {\"equity_curve_net\": -0.4686809574171132, \"index\": 857}, {\"equity_curve_net\": -0.4708041751630511, \"index\": 858}, {\"equity_curve_net\": -0.4668527140576975, \"index\": 859}, {\"equity_curve_net\": -0.47012507722427616, \"index\": 860}, {\"equity_curve_net\": -0.47156432369696694, \"index\": 861}, {\"equity_curve_net\": -0.47320244589818666, \"index\": 862}, {\"equity_curve_net\": -0.47394520725088923, \"index\": 863}, {\"equity_curve_net\": -0.4831962788057517, \"index\": 864}, {\"equity_curve_net\": -0.47688899068177953, \"index\": 865}, {\"equity_curve_net\": -0.4785160315413452, \"index\": 866}, {\"equity_curve_net\": -0.4835214391031471, \"index\": 867}, {\"equity_curve_net\": -0.48102616300898665, \"index\": 868}, {\"equity_curve_net\": -0.47534648199217694, \"index\": 869}, {\"equity_curve_net\": -0.4828071692507116, \"index\": 870}, {\"equity_curve_net\": -0.48240449290891024, \"index\": 871}, {\"equity_curve_net\": -0.482709871085436, \"index\": 872}, {\"equity_curve_net\": -0.48129628262236107, \"index\": 873}, {\"equity_curve_net\": -0.4845815138729532, \"index\": 874}, {\"equity_curve_net\": -0.48499260391378646, \"index\": 875}, {\"equity_curve_net\": -0.4817321445775881, \"index\": 876}, {\"equity_curve_net\": -0.4883389580468123, \"index\": 877}, {\"equity_curve_net\": -0.48819234977822407, \"index\": 878}, {\"equity_curve_net\": -0.49015239654946036, \"index\": 879}, {\"equity_curve_net\": -0.4891943309961459, \"index\": 880}, {\"equity_curve_net\": -0.4914160513547566, \"index\": 881}, {\"equity_curve_net\": -0.4912543246357763, \"index\": 882}, {\"equity_curve_net\": -0.49450214279590093, \"index\": 883}, {\"equity_curve_net\": -0.4968945525799428, \"index\": 884}, {\"equity_curve_net\": -0.49781066721712636, \"index\": 885}, {\"equity_curve_net\": -0.5001467372240935, \"index\": 886}, {\"equity_curve_net\": -0.5011386820952589, \"index\": 887}, {\"equity_curve_net\": -0.4982590375330225, \"index\": 888}, {\"equity_curve_net\": -0.5007826174660256, \"index\": 889}, {\"equity_curve_net\": -0.4971072082880299, \"index\": 890}, {\"equity_curve_net\": -0.5012444914281459, \"index\": 891}, {\"equity_curve_net\": -0.5016212890512843, \"index\": 892}, {\"equity_curve_net\": -0.5006449720202292, \"index\": 893}, {\"equity_curve_net\": -0.5048089235822693, \"index\": 894}, {\"equity_curve_net\": -0.503207393525145, \"index\": 895}, {\"equity_curve_net\": -0.5021923307974334, \"index\": 896}, {\"equity_curve_net\": -0.5039309990494699, \"index\": 897}, {\"equity_curve_net\": -0.5044547060566653, \"index\": 898}, {\"equity_curve_net\": -0.5039129322645629, \"index\": 899}, {\"equity_curve_net\": -0.5027347961181894, \"index\": 900}, {\"equity_curve_net\": -0.5004948171949809, \"index\": 901}, {\"equity_curve_net\": -0.5030595840539391, \"index\": 902}, {\"equity_curve_net\": -0.5029091939754137, \"index\": 903}, {\"equity_curve_net\": -0.5000412642870127, \"index\": 904}, {\"equity_curve_net\": -0.5028550800737698, \"index\": 905}, {\"equity_curve_net\": -0.5042809717881942, \"index\": 906}, {\"equity_curve_net\": -0.5057980609956391, \"index\": 907}, {\"equity_curve_net\": -0.5057485294266542, \"index\": 908}, {\"equity_curve_net\": -0.5109695847306083, \"index\": 909}, {\"equity_curve_net\": -0.5134926908532516, \"index\": 910}, {\"equity_curve_net\": -0.5138515236859312, \"index\": 911}, {\"equity_curve_net\": -0.5132574028130468, \"index\": 912}, {\"equity_curve_net\": -0.48483967997436983, \"index\": 913}, {\"equity_curve_net\": -0.4804860397880233, \"index\": 914}, {\"equity_curve_net\": -0.47924906838573633, \"index\": 915}, {\"equity_curve_net\": -0.4872896878831776, \"index\": 916}, {\"equity_curve_net\": -0.4897278788074352, \"index\": 917}, {\"equity_curve_net\": -0.4891917321827439, \"index\": 918}, {\"equity_curve_net\": -0.4864517447956759, \"index\": 919}, {\"equity_curve_net\": -0.48737073631739625, \"index\": 920}, {\"equity_curve_net\": -0.48570982536574514, \"index\": 921}, {\"equity_curve_net\": -0.4847407343501311, \"index\": 922}, {\"equity_curve_net\": -0.4859518925319256, \"index\": 923}, {\"equity_curve_net\": -0.4902060417539946, \"index\": 924}, {\"equity_curve_net\": -0.4951791715380055, \"index\": 925}, {\"equity_curve_net\": -0.4989736213342282, \"index\": 926}, {\"equity_curve_net\": -0.496390749229651, \"index\": 927}, {\"equity_curve_net\": -0.4967389997058498, \"index\": 928}, {\"equity_curve_net\": -0.4958724386909671, \"index\": 929}, {\"equity_curve_net\": -0.49630157523126317, \"index\": 930}, {\"equity_curve_net\": -0.4973873188667114, \"index\": 931}, {\"equity_curve_net\": -0.4977559196433843, \"index\": 932}, {\"equity_curve_net\": -0.5000890600587776, \"index\": 933}, {\"equity_curve_net\": -0.5030583221979719, \"index\": 934}, {\"equity_curve_net\": -0.504447419278326, \"index\": 935}, {\"equity_curve_net\": -0.5081659576699837, \"index\": 936}, {\"equity_curve_net\": -0.5108516223063205, \"index\": 937}, {\"equity_curve_net\": -0.5097208570677976, \"index\": 938}, {\"equity_curve_net\": -0.5086557071135313, \"index\": 939}, {\"equity_curve_net\": -0.5085420290724052, \"index\": 940}, {\"equity_curve_net\": -0.508606932600623, \"index\": 941}, {\"equity_curve_net\": -0.5092644500308128, \"index\": 942}, {\"equity_curve_net\": -0.5083350229959137, \"index\": 943}, {\"equity_curve_net\": -0.5115574542339769, \"index\": 944}, {\"equity_curve_net\": -0.5096316742107826, \"index\": 945}, {\"equity_curve_net\": -0.5093031626944728, \"index\": 946}, {\"equity_curve_net\": -0.5102682997945739, \"index\": 947}, {\"equity_curve_net\": -0.5100304039857138, \"index\": 948}, {\"equity_curve_net\": -0.5146392422880509, \"index\": 949}, {\"equity_curve_net\": -0.5149211288421622, \"index\": 950}, {\"equity_curve_net\": -0.5143611781945404, \"index\": 951}, {\"equity_curve_net\": -0.5164310847080009, \"index\": 952}, {\"equity_curve_net\": -0.5182113897147961, \"index\": 953}, {\"equity_curve_net\": -0.5186417757843971, \"index\": 954}, {\"equity_curve_net\": -0.5196198956667074, \"index\": 955}, {\"equity_curve_net\": -0.5201164328657395, \"index\": 956}, {\"equity_curve_net\": -0.5213063883831773, \"index\": 957}, {\"equity_curve_net\": -0.5223737571697475, \"index\": 958}, {\"equity_curve_net\": -0.5234518111657355, \"index\": 959}, {\"equity_curve_net\": -0.5250319980014795, \"index\": 960}, {\"equity_curve_net\": -0.5260260220502927, \"index\": 961}, {\"equity_curve_net\": -0.5276503983959724, \"index\": 962}, {\"equity_curve_net\": -0.5292889534293587, \"index\": 963}, {\"equity_curve_net\": -0.5285814995631233, \"index\": 964}, {\"equity_curve_net\": -0.5274044665683394, \"index\": 965}, {\"equity_curve_net\": -0.5460582285785194, \"index\": 966}, {\"equity_curve_net\": -0.5450285553786726, \"index\": 967}, {\"equity_curve_net\": -0.5437925652411333, \"index\": 968}, {\"equity_curve_net\": -0.5403865159721356, \"index\": 969}, {\"equity_curve_net\": -0.5405837811310297, \"index\": 970}, {\"equity_curve_net\": -0.5336854226158197, \"index\": 971}, {\"equity_curve_net\": -0.5304731229012773, \"index\": 972}, {\"equity_curve_net\": -0.5280917901660002, \"index\": 973}, {\"equity_curve_net\": -0.5242832554108825, \"index\": 974}, {\"equity_curve_net\": -0.5236413881907346, \"index\": 975}, {\"equity_curve_net\": -0.5280660385946594, \"index\": 976}, {\"equity_curve_net\": -0.5322023792363298, \"index\": 977}, {\"equity_curve_net\": -0.536663412455124, \"index\": 978}, {\"equity_curve_net\": -0.5382293434780107, \"index\": 979}, {\"equity_curve_net\": -0.5353738208689487, \"index\": 980}, {\"equity_curve_net\": -0.5430577964400377, \"index\": 981}, {\"equity_curve_net\": -0.5456828035714285, \"index\": 982}, {\"equity_curve_net\": -0.5430700530088431, \"index\": 983}, {\"equity_curve_net\": -0.5444926867240709, \"index\": 984}, {\"equity_curve_net\": -0.5519129964923831, \"index\": 985}, {\"equity_curve_net\": -0.5531398628263824, \"index\": 986}, {\"equity_curve_net\": -0.5564463298614902, \"index\": 987}, {\"equity_curve_net\": -0.557568674095771, \"index\": 988}, {\"equity_curve_net\": -0.5584554041960531, \"index\": 989}, {\"equity_curve_net\": -0.5743451842753216, \"index\": 990}, {\"equity_curve_net\": -0.5853864506023679, \"index\": 991}, {\"equity_curve_net\": -0.5829010162595147, \"index\": 992}, {\"equity_curve_net\": -0.5811605186715886, \"index\": 993}, {\"equity_curve_net\": -0.5814618264154905, \"index\": 994}, {\"equity_curve_net\": -0.5913211968978985, \"index\": 995}, {\"equity_curve_net\": -0.5846084025430356, \"index\": 996}, {\"equity_curve_net\": -0.5868594666640813, \"index\": 997}, {\"equity_curve_net\": -0.5888829218343183, \"index\": 998}, {\"equity_curve_net\": -0.5875182680861121, \"index\": 999}, {\"equity_curve_net\": -0.5872073848763253, \"index\": 1000}, {\"equity_curve_net\": -0.5895513919635192, \"index\": 1001}, {\"equity_curve_net\": -0.5874739267341054, \"index\": 1002}, {\"equity_curve_net\": -0.5898599212190073, \"index\": 1003}, {\"equity_curve_net\": -0.5899050405453572, \"index\": 1004}, {\"equity_curve_net\": -0.589956821680291, \"index\": 1005}, {\"equity_curve_net\": -0.5935277617420172, \"index\": 1006}, {\"equity_curve_net\": -0.5911254130143518, \"index\": 1007}, {\"equity_curve_net\": -0.592827200310357, \"index\": 1008}, {\"equity_curve_net\": -0.5959022530106163, \"index\": 1009}, {\"equity_curve_net\": -0.6028612158434477, \"index\": 1010}, {\"equity_curve_net\": -0.5988653436898009, \"index\": 1011}, {\"equity_curve_net\": -0.6010976608694962, \"index\": 1012}, {\"equity_curve_net\": -0.6080441905459565, \"index\": 1013}, {\"equity_curve_net\": -0.6050043699095877, \"index\": 1014}, {\"equity_curve_net\": -0.6074497041944079, \"index\": 1015}, {\"equity_curve_net\": -0.6104889657024635, \"index\": 1016}, {\"equity_curve_net\": -0.6082437478569421, \"index\": 1017}, {\"equity_curve_net\": -0.6100802962489256, \"index\": 1018}, {\"equity_curve_net\": -0.6070735822674392, \"index\": 1019}, {\"equity_curve_net\": -0.6081967739470553, \"index\": 1020}, {\"equity_curve_net\": -0.6102821079353796, \"index\": 1021}, {\"equity_curve_net\": -0.6082813473645337, \"index\": 1022}, {\"equity_curve_net\": -0.6075571367932898, \"index\": 1023}, {\"equity_curve_net\": -0.6099927306081327, \"index\": 1024}, {\"equity_curve_net\": -0.6134951532680445, \"index\": 1025}, {\"equity_curve_net\": -0.6168578482051028, \"index\": 1026}, {\"equity_curve_net\": -0.6173026486161256, \"index\": 1027}, {\"equity_curve_net\": -0.6173727321605034, \"index\": 1028}, {\"equity_curve_net\": -0.6164879715891135, \"index\": 1029}, {\"equity_curve_net\": -0.6140071314605209, \"index\": 1030}, {\"equity_curve_net\": -0.6144491513643414, \"index\": 1031}, {\"equity_curve_net\": -0.616359480993331, \"index\": 1032}, {\"equity_curve_net\": -0.6140590212836351, \"index\": 1033}, {\"equity_curve_net\": -0.6128078050697388, \"index\": 1034}, {\"equity_curve_net\": -0.6142730591327793, \"index\": 1035}, {\"equity_curve_net\": -0.6128745597252276, \"index\": 1036}, {\"equity_curve_net\": -0.6170067818256425, \"index\": 1037}, {\"equity_curve_net\": -0.6163342033122741, \"index\": 1038}, {\"equity_curve_net\": -0.6139904771497292, \"index\": 1039}, {\"equity_curve_net\": -0.6224747675458464, \"index\": 1040}, {\"equity_curve_net\": -0.6219476601052337, \"index\": 1041}, {\"equity_curve_net\": -0.6239875169137477, \"index\": 1042}, {\"equity_curve_net\": -0.623759764430086, \"index\": 1043}, {\"equity_curve_net\": -0.6215504486041548, \"index\": 1044}, {\"equity_curve_net\": -0.6235647091758586, \"index\": 1045}, {\"equity_curve_net\": -0.619583788940486, \"index\": 1046}, {\"equity_curve_net\": -0.6114941510400372, \"index\": 1047}, {\"equity_curve_net\": -0.6110019194179528, \"index\": 1048}, {\"equity_curve_net\": -0.6147211248694046, \"index\": 1049}, {\"equity_curve_net\": -0.6160382443353336, \"index\": 1050}, {\"equity_curve_net\": -0.6165747501958058, \"index\": 1051}, {\"equity_curve_net\": -0.6194069721762663, \"index\": 1052}, {\"equity_curve_net\": -0.6177441569027807, \"index\": 1053}, {\"equity_curve_net\": -0.6201057734372155, \"index\": 1054}, {\"equity_curve_net\": -0.6179536349965996, \"index\": 1055}, {\"equity_curve_net\": -0.6220984634793845, \"index\": 1056}, {\"equity_curve_net\": -0.6197911937061923, \"index\": 1057}, {\"equity_curve_net\": -0.624665160919071, \"index\": 1058}, {\"equity_curve_net\": -0.6221539587432233, \"index\": 1059}, {\"equity_curve_net\": -0.6222590848710778, \"index\": 1060}, {\"equity_curve_net\": -0.6230426556293988, \"index\": 1061}, {\"equity_curve_net\": -0.6276886448548986, \"index\": 1062}, {\"equity_curve_net\": -0.628420242312932, \"index\": 1063}, {\"equity_curve_net\": -0.6279918947628533, \"index\": 1064}, {\"equity_curve_net\": -0.6256766689337369, \"index\": 1065}, {\"equity_curve_net\": -0.6243613620106385, \"index\": 1066}, {\"equity_curve_net\": -0.621876989608351, \"index\": 1067}, {\"equity_curve_net\": -0.6290590069917705, \"index\": 1068}, {\"equity_curve_net\": -0.6301520166022191, \"index\": 1069}, {\"equity_curve_net\": -0.6282546470398247, \"index\": 1070}, {\"equity_curve_net\": -0.6305741942201649, \"index\": 1071}, {\"equity_curve_net\": -0.6328895127303551, \"index\": 1072}, {\"equity_curve_net\": -0.6338663394421667, \"index\": 1073}, {\"equity_curve_net\": -0.6458132983465752, \"index\": 1074}, {\"equity_curve_net\": -0.6499598479134779, \"index\": 1075}, {\"equity_curve_net\": -0.6493661766365664, \"index\": 1076}, {\"equity_curve_net\": -0.6477884483904816, \"index\": 1077}, {\"equity_curve_net\": -0.6474977095715684, \"index\": 1078}, {\"equity_curve_net\": -0.6424806887809845, \"index\": 1079}, {\"equity_curve_net\": -0.6577477064931236, \"index\": 1080}, {\"equity_curve_net\": -0.6500434675691796, \"index\": 1081}, {\"equity_curve_net\": -0.6489816682807061, \"index\": 1082}, {\"equity_curve_net\": -0.6466912892065578, \"index\": 1083}, {\"equity_curve_net\": -0.6494705962322964, \"index\": 1084}, {\"equity_curve_net\": -0.6471239464153592, \"index\": 1085}, {\"equity_curve_net\": -0.6471414620972971, \"index\": 1086}, {\"equity_curve_net\": -0.6515665993500978, \"index\": 1087}, {\"equity_curve_net\": -0.6461446269312163, \"index\": 1088}, {\"equity_curve_net\": -0.6472606540626812, \"index\": 1089}, {\"equity_curve_net\": -0.6478137579140604, \"index\": 1090}, {\"equity_curve_net\": -0.6490880171001984, \"index\": 1091}, {\"equity_curve_net\": -0.6576125918542806, \"index\": 1092}, {\"equity_curve_net\": -0.6551134384314113, \"index\": 1093}, {\"equity_curve_net\": -0.6498868369995876, \"index\": 1094}, {\"equity_curve_net\": -0.6505414597555242, \"index\": 1095}, {\"equity_curve_net\": -0.6504613548454752, \"index\": 1096}, {\"equity_curve_net\": -0.6512840894788404, \"index\": 1097}, {\"equity_curve_net\": -0.6501255008619855, \"index\": 1098}, {\"equity_curve_net\": -0.650216897956314, \"index\": 1099}, {\"equity_curve_net\": -0.6512392021389743, \"index\": 1100}, {\"equity_curve_net\": -0.6527173810384977, \"index\": 1101}, {\"equity_curve_net\": -0.6509417355694362, \"index\": 1102}, {\"equity_curve_net\": -0.6522297530675537, \"index\": 1103}, {\"equity_curve_net\": -0.6534896701188733, \"index\": 1104}, {\"equity_curve_net\": -0.6530313492322991, \"index\": 1105}, {\"equity_curve_net\": -0.6517678290830389, \"index\": 1106}, {\"equity_curve_net\": -0.6528064849035954, \"index\": 1107}, {\"equity_curve_net\": -0.65371104526188, \"index\": 1108}, {\"equity_curve_net\": -0.6547187433670835, \"index\": 1109}, {\"equity_curve_net\": -0.6545399084270305, \"index\": 1110}, {\"equity_curve_net\": -0.6567318755905193, \"index\": 1111}, {\"equity_curve_net\": -0.657958423586821, \"index\": 1112}, {\"equity_curve_net\": -0.6590645900494888, \"index\": 1113}, {\"equity_curve_net\": -0.6570463625237559, \"index\": 1114}, {\"equity_curve_net\": -0.6523094747160519, \"index\": 1115}, {\"equity_curve_net\": -0.6525429757445753, \"index\": 1116}, {\"equity_curve_net\": -0.6512360541006929, \"index\": 1117}, {\"equity_curve_net\": -0.651801427192032, \"index\": 1118}, {\"equity_curve_net\": -0.656075841760494, \"index\": 1119}, {\"equity_curve_net\": -0.6572921619722814, \"index\": 1120}, {\"equity_curve_net\": -0.658261288188904, \"index\": 1121}, {\"equity_curve_net\": -0.6589626992267472, \"index\": 1122}, {\"equity_curve_net\": -0.6567304432959887, \"index\": 1123}, {\"equity_curve_net\": -0.6618754146678709, \"index\": 1124}, {\"equity_curve_net\": -0.6619631466586223, \"index\": 1125}, {\"equity_curve_net\": -0.6641919029264536, \"index\": 1126}, {\"equity_curve_net\": -0.6654438874377439, \"index\": 1127}, {\"equity_curve_net\": -0.6651523287639267, \"index\": 1128}, {\"equity_curve_net\": -0.6653226167674632, \"index\": 1129}, {\"equity_curve_net\": -0.6628322818052224, \"index\": 1130}, {\"equity_curve_net\": -0.6624325775465872, \"index\": 1131}, {\"equity_curve_net\": -0.663748971628646, \"index\": 1132}, {\"equity_curve_net\": -0.6630282566602707, \"index\": 1133}, {\"equity_curve_net\": -0.6655718579331522, \"index\": 1134}, {\"equity_curve_net\": -0.6643175390180985, \"index\": 1135}, {\"equity_curve_net\": -0.6657697559620783, \"index\": 1136}, {\"equity_curve_net\": -0.6676920754378936, \"index\": 1137}, {\"equity_curve_net\": -0.6741342226940226, \"index\": 1138}, {\"equity_curve_net\": -0.6749959693386448, \"index\": 1139}, {\"equity_curve_net\": -0.676244352949408, \"index\": 1140}, {\"equity_curve_net\": -0.6816623359461033, \"index\": 1141}, {\"equity_curve_net\": -0.6819957991735006, \"index\": 1142}, {\"equity_curve_net\": -0.6849207580649898, \"index\": 1143}, {\"equity_curve_net\": -0.6814127513258135, \"index\": 1144}, {\"equity_curve_net\": -0.6800790112006571, \"index\": 1145}, {\"equity_curve_net\": -0.6932859424464242, \"index\": 1146}, {\"equity_curve_net\": -0.6924071950756526, \"index\": 1147}, {\"equity_curve_net\": -0.6923965208456178, \"index\": 1148}, {\"equity_curve_net\": -0.7017926114325413, \"index\": 1149}, {\"equity_curve_net\": -0.700593928563942, \"index\": 1150}, {\"equity_curve_net\": -0.6981350122344171, \"index\": 1151}, {\"equity_curve_net\": -0.6994708715985696, \"index\": 1152}, {\"equity_curve_net\": -0.7012660266602323, \"index\": 1153}, {\"equity_curve_net\": -0.7052365255268878, \"index\": 1154}, {\"equity_curve_net\": -0.7058863674839068, \"index\": 1155}, {\"equity_curve_net\": -0.7051134777294257, \"index\": 1156}, {\"equity_curve_net\": -0.7029035542155145, \"index\": 1157}, {\"equity_curve_net\": -0.7035925755126258, \"index\": 1158}, {\"equity_curve_net\": -0.7073025874132822, \"index\": 1159}, {\"equity_curve_net\": -0.7180162414669335, \"index\": 1160}, {\"equity_curve_net\": -0.7126783306892982, \"index\": 1161}, {\"equity_curve_net\": -0.7059090339251559, \"index\": 1162}, {\"equity_curve_net\": -0.7046519734292732, \"index\": 1163}, {\"equity_curve_net\": -0.7077905562989599, \"index\": 1164}, {\"equity_curve_net\": -0.6997536061105248, \"index\": 1165}, {\"equity_curve_net\": -0.6996653386237706, \"index\": 1166}, {\"equity_curve_net\": -0.7001394748082269, \"index\": 1167}, {\"equity_curve_net\": -0.7017149916433358, \"index\": 1168}, {\"equity_curve_net\": -0.7008448186102628, \"index\": 1169}, {\"equity_curve_net\": -0.7026839067189072, \"index\": 1170}, {\"equity_curve_net\": -0.7021612045504878, \"index\": 1171}, {\"equity_curve_net\": -0.7019087278971918, \"index\": 1172}, {\"equity_curve_net\": -0.7043701056103436, \"index\": 1173}, {\"equity_curve_net\": -0.7095550777524668, \"index\": 1174}, {\"equity_curve_net\": -0.7188438715968916, \"index\": 1175}, {\"equity_curve_net\": -0.6979407428809821, \"index\": 1176}, {\"equity_curve_net\": -0.6967865988846992, \"index\": 1177}, {\"equity_curve_net\": -0.6927167685427571, \"index\": 1178}, {\"equity_curve_net\": -0.6937159815426063, \"index\": 1179}, {\"equity_curve_net\": -0.693340527585038, \"index\": 1180}, {\"equity_curve_net\": -0.6963766062981948, \"index\": 1181}, {\"equity_curve_net\": -0.6955418052457516, \"index\": 1182}, {\"equity_curve_net\": -0.6906201095116312, \"index\": 1183}, {\"equity_curve_net\": -0.6938279443638131, \"index\": 1184}, {\"equity_curve_net\": -0.6957777603237366, \"index\": 1185}, {\"equity_curve_net\": -0.6966306335888024, \"index\": 1186}, {\"equity_curve_net\": -0.6963749725107932, \"index\": 1187}, {\"equity_curve_net\": -0.698442757587844, \"index\": 1188}, {\"equity_curve_net\": -0.6971737354176436, \"index\": 1189}, {\"equity_curve_net\": -0.7007983925356591, \"index\": 1190}, {\"equity_curve_net\": -0.7016238400389246, \"index\": 1191}, {\"equity_curve_net\": -0.7051038001296592, \"index\": 1192}, {\"equity_curve_net\": -0.7054419211922905, \"index\": 1193}, {\"equity_curve_net\": -0.7027505311484885, \"index\": 1194}, {\"equity_curve_net\": -0.7039506668947818, \"index\": 1195}, {\"equity_curve_net\": -0.707127387423899, \"index\": 1196}, {\"equity_curve_net\": -0.7064628769579945, \"index\": 1197}, {\"equity_curve_net\": -0.707156416981306, \"index\": 1198}, {\"equity_curve_net\": -0.7108189623971327, \"index\": 1199}, {\"equity_curve_net\": -0.7081969931380425, \"index\": 1200}, {\"equity_curve_net\": -0.7016519122837389, \"index\": 1201}, {\"equity_curve_net\": -0.7018982234796531, \"index\": 1202}, {\"equity_curve_net\": -0.6992963090880541, \"index\": 1203}, {\"equity_curve_net\": -0.6959529289807636, \"index\": 1204}, {\"equity_curve_net\": -0.6992203172549792, \"index\": 1205}, {\"equity_curve_net\": -0.7014903424051522, \"index\": 1206}, {\"equity_curve_net\": -0.7018506723097667, \"index\": 1207}, {\"equity_curve_net\": -0.7045052619714176, \"index\": 1208}, {\"equity_curve_net\": -0.7054333599652726, \"index\": 1209}, {\"equity_curve_net\": -0.708181513086737, \"index\": 1210}, {\"equity_curve_net\": -0.7056020801235973, \"index\": 1211}, {\"equity_curve_net\": -0.7072330066937749, \"index\": 1212}, {\"equity_curve_net\": -0.7034410713665659, \"index\": 1213}, {\"equity_curve_net\": -0.7067601501391485, \"index\": 1214}, {\"equity_curve_net\": -0.7094893718009775, \"index\": 1215}, {\"equity_curve_net\": -0.7124147763303186, \"index\": 1216}, {\"equity_curve_net\": -0.7153981587167278, \"index\": 1217}, {\"equity_curve_net\": -0.7153886470100967, \"index\": 1218}, {\"equity_curve_net\": -0.7143780588216949, \"index\": 1219}, {\"equity_curve_net\": -0.7134531170363152, \"index\": 1220}, {\"equity_curve_net\": -0.7158162512773006, \"index\": 1221}, {\"equity_curve_net\": -0.7146552828984369, \"index\": 1222}, {\"equity_curve_net\": -0.7141392962642724, \"index\": 1223}, {\"equity_curve_net\": -0.7189544076157257, \"index\": 1224}, {\"equity_curve_net\": -0.7251971135394847, \"index\": 1225}, {\"equity_curve_net\": -0.7290073613605406, \"index\": 1226}, {\"equity_curve_net\": -0.7301842372091175, \"index\": 1227}, {\"equity_curve_net\": -0.7276499617493144, \"index\": 1228}, {\"equity_curve_net\": -0.7265173602919203, \"index\": 1229}, {\"equity_curve_net\": -0.725618035116032, \"index\": 1230}, {\"equity_curve_net\": -0.7208016691711329, \"index\": 1231}, {\"equity_curve_net\": -0.7205340790733037, \"index\": 1232}, {\"equity_curve_net\": -0.7302293812517094, \"index\": 1233}, {\"equity_curve_net\": -0.7378118524410524, \"index\": 1234}, {\"equity_curve_net\": -0.7360474627037971, \"index\": 1235}, {\"equity_curve_net\": -0.7306710445316691, \"index\": 1236}, {\"equity_curve_net\": -0.7293123936231175, \"index\": 1237}, {\"equity_curve_net\": -0.729635800109212, \"index\": 1238}, {\"equity_curve_net\": -0.7290700957507242, \"index\": 1239}, {\"equity_curve_net\": -0.7285263722348119, \"index\": 1240}, {\"equity_curve_net\": -0.7261200705084786, \"index\": 1241}, {\"equity_curve_net\": -0.7174649829008197, \"index\": 1242}, {\"equity_curve_net\": -0.7153058260132815, \"index\": 1243}, {\"equity_curve_net\": -0.7129154566550628, \"index\": 1244}, {\"equity_curve_net\": -0.7139941356849137, \"index\": 1245}, {\"equity_curve_net\": -0.7136989875774786, \"index\": 1246}, {\"equity_curve_net\": -0.7066746746689713, \"index\": 1247}, {\"equity_curve_net\": -0.70843053327309, \"index\": 1248}, {\"equity_curve_net\": -0.6866550533279897, \"index\": 1249}, {\"equity_curve_net\": -0.6859288407624564, \"index\": 1250}, {\"equity_curve_net\": -0.6856872630862129, \"index\": 1251}, {\"equity_curve_net\": -0.6880955667048978, \"index\": 1252}, {\"equity_curve_net\": -0.6834745754723467, \"index\": 1253}, {\"equity_curve_net\": -0.6804455905413029, \"index\": 1254}, {\"equity_curve_net\": -0.6813299074974827, \"index\": 1255}, {\"equity_curve_net\": -0.6725866692768139, \"index\": 1256}, {\"equity_curve_net\": -0.671369318629283, \"index\": 1257}, {\"equity_curve_net\": -0.6731467661055885, \"index\": 1258}, {\"equity_curve_net\": -0.6727123587887628, \"index\": 1259}, {\"equity_curve_net\": -0.6725163195267889, \"index\": 1260}, {\"equity_curve_net\": -0.6699406453815603, \"index\": 1261}, {\"equity_curve_net\": -0.6717658254681214, \"index\": 1262}, {\"equity_curve_net\": -0.6705703492595617, \"index\": 1263}, {\"equity_curve_net\": -0.672579924463808, \"index\": 1264}, {\"equity_curve_net\": -0.6729416046988442, \"index\": 1265}, {\"equity_curve_net\": -0.6728663439467517, \"index\": 1266}, {\"equity_curve_net\": -0.6723243699202958, \"index\": 1267}, {\"equity_curve_net\": -0.6752119716006719, \"index\": 1268}, {\"equity_curve_net\": -0.6750794989461212, \"index\": 1269}, {\"equity_curve_net\": -0.6756914189112788, \"index\": 1270}, {\"equity_curve_net\": -0.6758067658096246, \"index\": 1271}, {\"equity_curve_net\": -0.6755452996233848, \"index\": 1272}, {\"equity_curve_net\": -0.6772400331986251, \"index\": 1273}, {\"equity_curve_net\": -0.6817907369488709, \"index\": 1274}, {\"equity_curve_net\": -0.6834601579914404, \"index\": 1275}, {\"equity_curve_net\": -0.6850598737302516, \"index\": 1276}, {\"equity_curve_net\": -0.6849318644973473, \"index\": 1277}, {\"equity_curve_net\": -0.6872544052976883, \"index\": 1278}, {\"equity_curve_net\": -0.6866342735166174, \"index\": 1279}, {\"equity_curve_net\": -0.6868976081832501, \"index\": 1280}, {\"equity_curve_net\": -0.6878900287856281, \"index\": 1281}, {\"equity_curve_net\": -0.6883049649849677, \"index\": 1282}, {\"equity_curve_net\": -0.687356433148019, \"index\": 1283}, {\"equity_curve_net\": -0.6861795048106094, \"index\": 1284}, {\"equity_curve_net\": -0.6858046142449911, \"index\": 1285}, {\"equity_curve_net\": -0.6866778629562404, \"index\": 1286}, {\"equity_curve_net\": -0.6878687412397267, \"index\": 1287}, {\"equity_curve_net\": -0.6876322771647021, \"index\": 1288}, {\"equity_curve_net\": -0.689575950703, \"index\": 1289}, {\"equity_curve_net\": -0.6878946195725779, \"index\": 1290}, {\"equity_curve_net\": -0.6856806098808707, \"index\": 1291}, {\"equity_curve_net\": -0.685814327931908, \"index\": 1292}, {\"equity_curve_net\": -0.6855532958584033, \"index\": 1293}, {\"equity_curve_net\": -0.6854413090990727, \"index\": 1294}, {\"equity_curve_net\": -0.6876175690416794, \"index\": 1295}, {\"equity_curve_net\": -0.687373625689681, \"index\": 1296}, {\"equity_curve_net\": -0.6886576889085619, \"index\": 1297}, {\"equity_curve_net\": -0.6876020570710082, \"index\": 1298}, {\"equity_curve_net\": -0.689265023466059, \"index\": 1299}, {\"equity_curve_net\": -0.6919581098119929, \"index\": 1300}, {\"equity_curve_net\": -0.6917814942136352, \"index\": 1301}, {\"equity_curve_net\": -0.6905349284425999, \"index\": 1302}, {\"equity_curve_net\": -0.6905436473171592, \"index\": 1303}, {\"equity_curve_net\": -0.6936306791540345, \"index\": 1304}, {\"equity_curve_net\": -0.6925072197918635, \"index\": 1305}, {\"equity_curve_net\": -0.6942042448862986, \"index\": 1306}, {\"equity_curve_net\": -0.6974141509998865, \"index\": 1307}, {\"equity_curve_net\": -0.6974683847146128, \"index\": 1308}, {\"equity_curve_net\": -0.6948899543202246, \"index\": 1309}, {\"equity_curve_net\": -0.6972452724365026, \"index\": 1310}, {\"equity_curve_net\": -0.6972128479244372, \"index\": 1311}, {\"equity_curve_net\": -0.6973615129169937, \"index\": 1312}, {\"equity_curve_net\": -0.6972087202590563, \"index\": 1313}, {\"equity_curve_net\": -0.6962974616977735, \"index\": 1314}, {\"equity_curve_net\": -0.6932758994076494, \"index\": 1315}, {\"equity_curve_net\": -0.6901219384376729, \"index\": 1316}, {\"equity_curve_net\": -0.6902365459823098, \"index\": 1317}, {\"equity_curve_net\": -0.6909840294024001, \"index\": 1318}, {\"equity_curve_net\": -0.6918690155138497, \"index\": 1319}, {\"equity_curve_net\": -0.693593140581807, \"index\": 1320}, {\"equity_curve_net\": -0.6877606998453573, \"index\": 1321}, {\"equity_curve_net\": -0.688472800429089, \"index\": 1322}, {\"equity_curve_net\": -0.6870473653100343, \"index\": 1323}, {\"equity_curve_net\": -0.6892305212306447, \"index\": 1324}, {\"equity_curve_net\": -0.687540339043304, \"index\": 1325}, {\"equity_curve_net\": -0.6914753954980599, \"index\": 1326}, {\"equity_curve_net\": -0.6932507309675969, \"index\": 1327}, {\"equity_curve_net\": -0.6907071632368056, \"index\": 1328}, {\"equity_curve_net\": -0.6920656127031203, \"index\": 1329}, {\"equity_curve_net\": -0.6911127100529135, \"index\": 1330}, {\"equity_curve_net\": -0.6954220224423996, \"index\": 1331}, {\"equity_curve_net\": -0.6985774839039367, \"index\": 1332}, {\"equity_curve_net\": -0.6994750676375033, \"index\": 1333}, {\"equity_curve_net\": -0.6966877495058708, \"index\": 1334}, {\"equity_curve_net\": -0.6944055844639999, \"index\": 1335}, {\"equity_curve_net\": -0.6965432509811911, \"index\": 1336}, {\"equity_curve_net\": -0.7045814476429545, \"index\": 1337}, {\"equity_curve_net\": -0.705530393496369, \"index\": 1338}, {\"equity_curve_net\": -0.7062695633490818, \"index\": 1339}, {\"equity_curve_net\": -0.7071982153343495, \"index\": 1340}, {\"equity_curve_net\": -0.7099125807712988, \"index\": 1341}, {\"equity_curve_net\": -0.713114416043455, \"index\": 1342}, {\"equity_curve_net\": -0.7116783673395094, \"index\": 1343}, {\"equity_curve_net\": -0.7115117040870147, \"index\": 1344}, {\"equity_curve_net\": -0.7210540104555078, \"index\": 1345}, {\"equity_curve_net\": -0.7295575438386617, \"index\": 1346}, {\"equity_curve_net\": -0.7293910782011758, \"index\": 1347}, {\"equity_curve_net\": -0.7293621460323498, \"index\": 1348}, {\"equity_curve_net\": -0.7289446875058135, \"index\": 1349}, {\"equity_curve_net\": -0.7282459569888886, \"index\": 1350}, {\"equity_curve_net\": -0.7266452620952831, \"index\": 1351}, {\"equity_curve_net\": -0.7294499127365834, \"index\": 1352}, {\"equity_curve_net\": -0.7276429291942087, \"index\": 1353}, {\"equity_curve_net\": -0.7283336882082769, \"index\": 1354}, {\"equity_curve_net\": -0.7336859528931557, \"index\": 1355}, {\"equity_curve_net\": -0.7344258184729355, \"index\": 1356}, {\"equity_curve_net\": -0.7314112776565321, \"index\": 1357}, {\"equity_curve_net\": -0.7307433769436253, \"index\": 1358}, {\"equity_curve_net\": -0.7311928715260144, \"index\": 1359}, {\"equity_curve_net\": -0.7313643751092376, \"index\": 1360}, {\"equity_curve_net\": -0.7300574696470848, \"index\": 1361}, {\"equity_curve_net\": -0.7239033412457985, \"index\": 1362}, {\"equity_curve_net\": -0.7259899575488927, \"index\": 1363}, {\"equity_curve_net\": -0.7257645719633468, \"index\": 1364}, {\"equity_curve_net\": -0.7264199921860658, \"index\": 1365}, {\"equity_curve_net\": -0.7267324223371265, \"index\": 1366}, {\"equity_curve_net\": -0.717391655003165, \"index\": 1367}, {\"equity_curve_net\": -0.7133873255092182, \"index\": 1368}, {\"equity_curve_net\": -0.7136459534752856, \"index\": 1369}, {\"equity_curve_net\": -0.7136215554504142, \"index\": 1370}, {\"equity_curve_net\": -0.7149020997251546, \"index\": 1371}, {\"equity_curve_net\": -0.7157669909513462, \"index\": 1372}, {\"equity_curve_net\": -0.7176327722783783, \"index\": 1373}, {\"equity_curve_net\": -0.718451382185924, \"index\": 1374}, {\"equity_curve_net\": -0.7191537474365045, \"index\": 1375}, {\"equity_curve_net\": -0.7173852130809615, \"index\": 1376}, {\"equity_curve_net\": -0.7175574762741596, \"index\": 1377}, {\"equity_curve_net\": -0.717584165890911, \"index\": 1378}, {\"equity_curve_net\": -0.718740266726816, \"index\": 1379}, {\"equity_curve_net\": -0.7191744286109651, \"index\": 1380}, {\"equity_curve_net\": -0.7204564252832607, \"index\": 1381}, {\"equity_curve_net\": -0.7159752632877237, \"index\": 1382}, {\"equity_curve_net\": -0.7187771686229046, \"index\": 1383}, {\"equity_curve_net\": -0.7203601885419206, \"index\": 1384}, {\"equity_curve_net\": -0.7203958040706425, \"index\": 1385}, {\"equity_curve_net\": -0.7230947973300059, \"index\": 1386}, {\"equity_curve_net\": -0.723996671462947, \"index\": 1387}, {\"equity_curve_net\": -0.7258967550302167, \"index\": 1388}, {\"equity_curve_net\": -0.7252189606447691, \"index\": 1389}, {\"equity_curve_net\": -0.7261893746185779, \"index\": 1390}, {\"equity_curve_net\": -0.7270616148238943, \"index\": 1391}, {\"equity_curve_net\": -0.7219936921323336, \"index\": 1392}, {\"equity_curve_net\": -0.7241433691018623, \"index\": 1393}, {\"equity_curve_net\": -0.7223122764119985, \"index\": 1394}, {\"equity_curve_net\": -0.7202338370191715, \"index\": 1395}, {\"equity_curve_net\": -0.7199107217022744, \"index\": 1396}, {\"equity_curve_net\": -0.7229550808044422, \"index\": 1397}, {\"equity_curve_net\": -0.7225404986676776, \"index\": 1398}, {\"equity_curve_net\": -0.7233802797055796, \"index\": 1399}, {\"equity_curve_net\": -0.7232522158156818, \"index\": 1400}, {\"equity_curve_net\": -0.718527793760639, \"index\": 1401}, {\"equity_curve_net\": -0.7157461019815103, \"index\": 1402}, {\"equity_curve_net\": -0.7195302364488966, \"index\": 1403}, {\"equity_curve_net\": -0.716101415411627, \"index\": 1404}, {\"equity_curve_net\": -0.716727607570551, \"index\": 1405}, {\"equity_curve_net\": -0.7190130341185557, \"index\": 1406}, {\"equity_curve_net\": -0.7180840503932021, \"index\": 1407}, {\"equity_curve_net\": -0.7165609945075375, \"index\": 1408}, {\"equity_curve_net\": -0.7196660486003849, \"index\": 1409}, {\"equity_curve_net\": -0.7221896443658717, \"index\": 1410}, {\"equity_curve_net\": -0.7230949583969498, \"index\": 1411}, {\"equity_curve_net\": -0.7237290479894076, \"index\": 1412}, {\"equity_curve_net\": -0.7250389834076191, \"index\": 1413}, {\"equity_curve_net\": -0.7262083753808171, \"index\": 1414}, {\"equity_curve_net\": -0.7253078929202145, \"index\": 1415}, {\"equity_curve_net\": -0.7252206954648908, \"index\": 1416}, {\"equity_curve_net\": -0.7249612326117166, \"index\": 1417}, {\"equity_curve_net\": -0.7268528924827142, \"index\": 1418}, {\"equity_curve_net\": -0.7242417884984408, \"index\": 1419}, {\"equity_curve_net\": -0.7221479785578424, \"index\": 1420}, {\"equity_curve_net\": -0.7285844084246859, \"index\": 1421}, {\"equity_curve_net\": -0.728006830169033, \"index\": 1422}, {\"equity_curve_net\": -0.7245425196880738, \"index\": 1423}, {\"equity_curve_net\": -0.7275385736494333, \"index\": 1424}, {\"equity_curve_net\": -0.726737445146752, \"index\": 1425}, {\"equity_curve_net\": -0.7272902014692917, \"index\": 1426}, {\"equity_curve_net\": -0.7263679814741363, \"index\": 1427}, {\"equity_curve_net\": -0.7308662370951007, \"index\": 1428}, {\"equity_curve_net\": -0.7303529799345717, \"index\": 1429}, {\"equity_curve_net\": -0.7302498027883051, \"index\": 1430}, {\"equity_curve_net\": -0.733125815556224, \"index\": 1431}, {\"equity_curve_net\": -0.7336689285646485, \"index\": 1432}, {\"equity_curve_net\": -0.7339319606387559, \"index\": 1433}, {\"equity_curve_net\": -0.7343610167506165, \"index\": 1434}, {\"equity_curve_net\": -0.7332532913848516, \"index\": 1435}, {\"equity_curve_net\": -0.7333670192371091, \"index\": 1436}, {\"equity_curve_net\": -0.7347176767931033, \"index\": 1437}, {\"equity_curve_net\": -0.73505728247123, \"index\": 1438}, {\"equity_curve_net\": -0.7353590070983994, \"index\": 1439}, {\"equity_curve_net\": -0.7380407415534713, \"index\": 1440}, {\"equity_curve_net\": -0.7382641767894006, \"index\": 1441}, {\"equity_curve_net\": -0.7391123357578013, \"index\": 1442}, {\"equity_curve_net\": -0.7434760278395885, \"index\": 1443}, {\"equity_curve_net\": -0.7420649881735697, \"index\": 1444}, {\"equity_curve_net\": -0.7420135380800811, \"index\": 1445}, {\"equity_curve_net\": -0.741252981946871, \"index\": 1446}, {\"equity_curve_net\": -0.7411121928727672, \"index\": 1447}, {\"equity_curve_net\": -0.7416044686962198, \"index\": 1448}, {\"equity_curve_net\": -0.7423902512728958, \"index\": 1449}, {\"equity_curve_net\": -0.7426926207827405, \"index\": 1450}, {\"equity_curve_net\": -0.7431055277466053, \"index\": 1451}, {\"equity_curve_net\": -0.7435072538628198, \"index\": 1452}, {\"equity_curve_net\": -0.7449498401746785, \"index\": 1453}, {\"equity_curve_net\": -0.7471383659848387, \"index\": 1454}, {\"equity_curve_net\": -0.7471575306898103, \"index\": 1455}, {\"equity_curve_net\": -0.7467477899170345, \"index\": 1456}, {\"equity_curve_net\": -0.7484365503385272, \"index\": 1457}, {\"equity_curve_net\": -0.7485017956621298, \"index\": 1458}, {\"equity_curve_net\": -0.7478810808731272, \"index\": 1459}, {\"equity_curve_net\": -0.7475428590384086, \"index\": 1460}, {\"equity_curve_net\": -0.7482870197032795, \"index\": 1461}, {\"equity_curve_net\": -0.7508679580474233, \"index\": 1462}, {\"equity_curve_net\": -0.7516651337696411, \"index\": 1463}, {\"equity_curve_net\": -0.7561413966736672, \"index\": 1464}, {\"equity_curve_net\": -0.7561232711645435, \"index\": 1465}, {\"equity_curve_net\": -0.758359801880397, \"index\": 1466}, {\"equity_curve_net\": -0.7567005095673806, \"index\": 1467}, {\"equity_curve_net\": -0.756606093605404, \"index\": 1468}, {\"equity_curve_net\": -0.758677448325468, \"index\": 1469}, {\"equity_curve_net\": -0.7569886270332395, \"index\": 1470}, {\"equity_curve_net\": -0.7563127762015899, \"index\": 1471}, {\"equity_curve_net\": -0.7545114187788884, \"index\": 1472}, {\"equity_curve_net\": -0.755683199128829, \"index\": 1473}, {\"equity_curve_net\": -0.7627462619394219, \"index\": 1474}, {\"equity_curve_net\": -0.7649674061586048, \"index\": 1475}, {\"equity_curve_net\": -0.7642218097434954, \"index\": 1476}, {\"equity_curve_net\": -0.7636046196611918, \"index\": 1477}, {\"equity_curve_net\": -0.7636066363310505, \"index\": 1478}, {\"equity_curve_net\": -0.758857488127313, \"index\": 1479}, {\"equity_curve_net\": -0.7554341027542502, \"index\": 1480}, {\"equity_curve_net\": -0.752625149533548, \"index\": 1481}, {\"equity_curve_net\": -0.750565819017307, \"index\": 1482}, {\"equity_curve_net\": -0.7604732755468876, \"index\": 1483}, {\"equity_curve_net\": -0.7600007685220262, \"index\": 1484}, {\"equity_curve_net\": -0.7613938069595162, \"index\": 1485}, {\"equity_curve_net\": -0.7595572981632197, \"index\": 1486}, {\"equity_curve_net\": -0.7629638015828654, \"index\": 1487}, {\"equity_curve_net\": -0.7642268762251665, \"index\": 1488}, {\"equity_curve_net\": -0.7647607470612089, \"index\": 1489}, {\"equity_curve_net\": -0.7638779710218102, \"index\": 1490}, {\"equity_curve_net\": -0.7659558724739125, \"index\": 1491}, {\"equity_curve_net\": -0.7625768539113205, \"index\": 1492}, {\"equity_curve_net\": -0.7616418356813447, \"index\": 1493}, {\"equity_curve_net\": -0.7621899548796638, \"index\": 1494}, {\"equity_curve_net\": -0.7620589280452025, \"index\": 1495}, {\"equity_curve_net\": -0.7615706612961488, \"index\": 1496}, {\"equity_curve_net\": -0.7641866152736224, \"index\": 1497}, {\"equity_curve_net\": -0.7641230920381454, \"index\": 1498}, {\"equity_curve_net\": -0.7670425128199446, \"index\": 1499}, {\"equity_curve_net\": -0.768243567956242, \"index\": 1500}, {\"equity_curve_net\": -0.7687959082759052, \"index\": 1501}, {\"equity_curve_net\": -0.7669549524143149, \"index\": 1502}, {\"equity_curve_net\": -0.7657571976086611, \"index\": 1503}, {\"equity_curve_net\": -0.7625968633654758, \"index\": 1504}, {\"equity_curve_net\": -0.7646589379217451, \"index\": 1505}, {\"equity_curve_net\": -0.7659104560732561, \"index\": 1506}, {\"equity_curve_net\": -0.7680922052311175, \"index\": 1507}, {\"equity_curve_net\": -0.7703882187049045, \"index\": 1508}, {\"equity_curve_net\": -0.7718725146475133, \"index\": 1509}, {\"equity_curve_net\": -0.7733081220936591, \"index\": 1510}, {\"equity_curve_net\": -0.7724261799372106, \"index\": 1511}, {\"equity_curve_net\": -0.77509534689263, \"index\": 1512}, {\"equity_curve_net\": -0.7750314232466536, \"index\": 1513}, {\"equity_curve_net\": -0.7700342298480221, \"index\": 1514}, {\"equity_curve_net\": -0.7694002512793271, \"index\": 1515}, {\"equity_curve_net\": -0.7733888971991796, \"index\": 1516}, {\"equity_curve_net\": -0.7743516398398375, \"index\": 1517}, {\"equity_curve_net\": -0.7782581242493267, \"index\": 1518}, {\"equity_curve_net\": -0.7786382151455044, \"index\": 1519}, {\"equity_curve_net\": -0.7790105977612183, \"index\": 1520}, {\"equity_curve_net\": -0.7792194435379779, \"index\": 1521}, {\"equity_curve_net\": -0.7802948963791188, \"index\": 1522}, {\"equity_curve_net\": -0.7829048498452441, \"index\": 1523}, {\"equity_curve_net\": -0.7825699485247499, \"index\": 1524}, {\"equity_curve_net\": -0.7830732389693252, \"index\": 1525}, {\"equity_curve_net\": -0.7863615130835993, \"index\": 1526}, {\"equity_curve_net\": -0.787437218458677, \"index\": 1527}, {\"equity_curve_net\": -0.7811314292983886, \"index\": 1528}, {\"equity_curve_net\": -0.7807932991407359, \"index\": 1529}, {\"equity_curve_net\": -0.7808821708956957, \"index\": 1530}, {\"equity_curve_net\": -0.7842140383570423, \"index\": 1531}, {\"equity_curve_net\": -0.7873611016172628, \"index\": 1532}, {\"equity_curve_net\": -0.7895625093648598, \"index\": 1533}, {\"equity_curve_net\": -0.7911725055079109, \"index\": 1534}, {\"equity_curve_net\": -0.7922039313549053, \"index\": 1535}, {\"equity_curve_net\": -0.7935198216496588, \"index\": 1536}, {\"equity_curve_net\": -0.7985176435890905, \"index\": 1537}, {\"equity_curve_net\": -0.7968056358572138, \"index\": 1538}, {\"equity_curve_net\": -0.7993987333160611, \"index\": 1539}, {\"equity_curve_net\": -0.8011284975422077, \"index\": 1540}, {\"equity_curve_net\": -0.804155752672462, \"index\": 1541}, {\"equity_curve_net\": -0.8012589666525785, \"index\": 1542}, {\"equity_curve_net\": -0.8020849749866569, \"index\": 1543}, {\"equity_curve_net\": -0.8063586908303573, \"index\": 1544}, {\"equity_curve_net\": -0.8024761806574766, \"index\": 1545}, {\"equity_curve_net\": -0.802171291614403, \"index\": 1546}, {\"equity_curve_net\": -0.8018200086790673, \"index\": 1547}, {\"equity_curve_net\": -0.7998832476642264, \"index\": 1548}, {\"equity_curve_net\": -0.7979032851562861, \"index\": 1549}, {\"equity_curve_net\": -0.7930192684052282, \"index\": 1550}, {\"equity_curve_net\": -0.7933123431411552, \"index\": 1551}, {\"equity_curve_net\": -0.7910223440466173, \"index\": 1552}, {\"equity_curve_net\": -0.793186513093899, \"index\": 1553}, {\"equity_curve_net\": -0.7938823876009351, \"index\": 1554}, {\"equity_curve_net\": -0.7931718379020464, \"index\": 1555}, {\"equity_curve_net\": -0.7932234732267895, \"index\": 1556}, {\"equity_curve_net\": -0.7947451755077771, \"index\": 1557}, {\"equity_curve_net\": -0.7964420492622939, \"index\": 1558}, {\"equity_curve_net\": -0.7965381475565637, \"index\": 1559}, {\"equity_curve_net\": -0.7945152270963773, \"index\": 1560}, {\"equity_curve_net\": -0.793467442815668, \"index\": 1561}, {\"equity_curve_net\": -0.7944487285544477, \"index\": 1562}, {\"equity_curve_net\": -0.7952165390210516, \"index\": 1563}, {\"equity_curve_net\": -0.7956499395344441, \"index\": 1564}, {\"equity_curve_net\": -0.7942967864558811, \"index\": 1565}, {\"equity_curve_net\": -0.7979331607760385, \"index\": 1566}, {\"equity_curve_net\": -0.7980922228500912, \"index\": 1567}, {\"equity_curve_net\": -0.8005825741249546, \"index\": 1568}, {\"equity_curve_net\": -0.8032149629190718, \"index\": 1569}, {\"equity_curve_net\": -0.8036262638753644, \"index\": 1570}, {\"equity_curve_net\": -0.8013012400671017, \"index\": 1571}, {\"equity_curve_net\": -0.8034013528641166, \"index\": 1572}, {\"equity_curve_net\": -0.8028983850718073, \"index\": 1573}, {\"equity_curve_net\": -0.8047004338995827, \"index\": 1574}, {\"equity_curve_net\": -0.8051706125451735, \"index\": 1575}, {\"equity_curve_net\": -0.8065570459847566, \"index\": 1576}, {\"equity_curve_net\": -0.808907339033668, \"index\": 1577}, {\"equity_curve_net\": -0.807649569801306, \"index\": 1578}, {\"equity_curve_net\": -0.8081427809345579, \"index\": 1579}, {\"equity_curve_net\": -0.8123854807097253, \"index\": 1580}, {\"equity_curve_net\": -0.8126507738022132, \"index\": 1581}, {\"equity_curve_net\": -0.8143986226829443, \"index\": 1582}, {\"equity_curve_net\": -0.8168829400352621, \"index\": 1583}, {\"equity_curve_net\": -0.8164967314556404, \"index\": 1584}, {\"equity_curve_net\": -0.8204490855974053, \"index\": 1585}, {\"equity_curve_net\": -0.8212460917607067, \"index\": 1586}, {\"equity_curve_net\": -0.8200951905132133, \"index\": 1587}, {\"equity_curve_net\": -0.8253515480650195, \"index\": 1588}, {\"equity_curve_net\": -0.8270363842424288, \"index\": 1589}, {\"equity_curve_net\": -0.8300952535831396, \"index\": 1590}, {\"equity_curve_net\": -0.8287491595804463, \"index\": 1591}, {\"equity_curve_net\": -0.8284400047889426, \"index\": 1592}, {\"equity_curve_net\": -0.8278365235421067, \"index\": 1593}, {\"equity_curve_net\": -0.8282722868645267, \"index\": 1594}, {\"equity_curve_net\": -0.8281208209920122, \"index\": 1595}, {\"equity_curve_net\": -0.8295323531093199, \"index\": 1596}, {\"equity_curve_net\": -0.8302900359813458, \"index\": 1597}, {\"equity_curve_net\": -0.8321909948754203, \"index\": 1598}, {\"equity_curve_net\": -0.8317717128192829, \"index\": 1599}, {\"equity_curve_net\": -0.8311312323384485, \"index\": 1600}, {\"equity_curve_net\": -0.831834309657897, \"index\": 1601}, {\"equity_curve_net\": -0.8301335055037622, \"index\": 1602}, {\"equity_curve_net\": -0.8330208340737933, \"index\": 1603}, {\"equity_curve_net\": -0.8339609050051484, \"index\": 1604}, {\"equity_curve_net\": -0.8338459781768651, \"index\": 1605}, {\"equity_curve_net\": -0.8331806267266757, \"index\": 1606}, {\"equity_curve_net\": -0.8339077196102463, \"index\": 1607}, {\"equity_curve_net\": -0.8341729537674776, \"index\": 1608}, {\"equity_curve_net\": -0.834427083358198, \"index\": 1609}, {\"equity_curve_net\": -0.8347736266619099, \"index\": 1610}, {\"equity_curve_net\": -0.8350521084462076, \"index\": 1611}, {\"equity_curve_net\": -0.8374285262574901, \"index\": 1612}, {\"equity_curve_net\": -0.8389430841883848, \"index\": 1613}, {\"equity_curve_net\": -0.8396954536322918, \"index\": 1614}, {\"equity_curve_net\": -0.8401486322357478, \"index\": 1615}, {\"equity_curve_net\": -0.8401385549252756, \"index\": 1616}, {\"equity_curve_net\": -0.8409202174036411, \"index\": 1617}, {\"equity_curve_net\": -0.8421973580436173, \"index\": 1618}, {\"equity_curve_net\": -0.8431227804641307, \"index\": 1619}, {\"equity_curve_net\": -0.8450405818613058, \"index\": 1620}, {\"equity_curve_net\": -0.8439053618740778, \"index\": 1621}, {\"equity_curve_net\": -0.8446940829772036, \"index\": 1622}, {\"equity_curve_net\": -0.8467978086073161, \"index\": 1623}, {\"equity_curve_net\": -0.8458070871592454, \"index\": 1624}, {\"equity_curve_net\": -0.8463259724620894, \"index\": 1625}, {\"equity_curve_net\": -0.845719615989635, \"index\": 1626}, {\"equity_curve_net\": -0.8479596927161913, \"index\": 1627}, {\"equity_curve_net\": -0.8481879155904384, \"index\": 1628}, {\"equity_curve_net\": -0.8501823500507585, \"index\": 1629}, {\"equity_curve_net\": -0.8499670318294135, \"index\": 1630}, {\"equity_curve_net\": -0.8500092126002098, \"index\": 1631}, {\"equity_curve_net\": -0.8507201026537694, \"index\": 1632}, {\"equity_curve_net\": -0.8527450371135009, \"index\": 1633}, {\"equity_curve_net\": -0.853131287966362, \"index\": 1634}, {\"equity_curve_net\": -0.8554676074513637, \"index\": 1635}, {\"equity_curve_net\": -0.8533777519064172, \"index\": 1636}, {\"equity_curve_net\": -0.8548409005401548, \"index\": 1637}, {\"equity_curve_net\": -0.8557927135865306, \"index\": 1638}, {\"equity_curve_net\": -0.8579941264564018, \"index\": 1639}, {\"equity_curve_net\": -0.8576603036656567, \"index\": 1640}, {\"equity_curve_net\": -0.8572069838648929, \"index\": 1641}, {\"equity_curve_net\": -0.8604230292568926, \"index\": 1642}, {\"equity_curve_net\": -0.8684125838719065, \"index\": 1643}, {\"equity_curve_net\": -0.8700987518405974, \"index\": 1644}, {\"equity_curve_net\": -0.871450450091361, \"index\": 1645}, {\"equity_curve_net\": -0.8678806221596818, \"index\": 1646}, {\"equity_curve_net\": -0.8704267988887281, \"index\": 1647}, {\"equity_curve_net\": -0.8644967038580558, \"index\": 1648}, {\"equity_curve_net\": -0.8729313864259135, \"index\": 1649}, {\"equity_curve_net\": -0.8761460956028493, \"index\": 1650}, {\"equity_curve_net\": -0.8757339332749642, \"index\": 1651}, {\"equity_curve_net\": -0.8788219190189865, \"index\": 1652}, {\"equity_curve_net\": -0.8754757989606815, \"index\": 1653}, {\"equity_curve_net\": -0.8753532905263566, \"index\": 1654}, {\"equity_curve_net\": -0.8747827190760938, \"index\": 1655}, {\"equity_curve_net\": -0.8717951605373222, \"index\": 1656}, {\"equity_curve_net\": -0.8741220494499334, \"index\": 1657}, {\"equity_curve_net\": -0.8736294383138998, \"index\": 1658}, {\"equity_curve_net\": -0.8760971270180632, \"index\": 1659}, {\"equity_curve_net\": -0.878549618051208, \"index\": 1660}, {\"equity_curve_net\": -0.8788329813918844, \"index\": 1661}, {\"equity_curve_net\": -0.8822194243561035, \"index\": 1662}, {\"equity_curve_net\": -0.8769549492947991, \"index\": 1663}, {\"equity_curve_net\": -0.8758640518802197, \"index\": 1664}, {\"equity_curve_net\": -0.8734594449281415, \"index\": 1665}, {\"equity_curve_net\": -0.8738766674079865, \"index\": 1666}, {\"equity_curve_net\": -0.8767662267284145, \"index\": 1667}, {\"equity_curve_net\": -0.8794335689900796, \"index\": 1668}, {\"equity_curve_net\": -0.8832033692388893, \"index\": 1669}, {\"equity_curve_net\": -0.8790404112960986, \"index\": 1670}, {\"equity_curve_net\": -0.8788963940251205, \"index\": 1671}, {\"equity_curve_net\": -0.8816210740924144, \"index\": 1672}, {\"equity_curve_net\": -0.8794944718183025, \"index\": 1673}, {\"equity_curve_net\": -0.8789971715895211, \"index\": 1674}, {\"equity_curve_net\": -0.8792453511058315, \"index\": 1675}, {\"equity_curve_net\": -0.8815748850909699, \"index\": 1676}, {\"equity_curve_net\": -0.8818518010018775, \"index\": 1677}, {\"equity_curve_net\": -0.8823669755226826, \"index\": 1678}, {\"equity_curve_net\": -0.8834347755698125, \"index\": 1679}, {\"equity_curve_net\": -0.88396143270861, \"index\": 1680}, {\"equity_curve_net\": -0.8871496820798784, \"index\": 1681}, {\"equity_curve_net\": -0.8857421509388288, \"index\": 1682}, {\"equity_curve_net\": -0.8869168184469584, \"index\": 1683}, {\"equity_curve_net\": -0.8950351814932995, \"index\": 1684}, {\"equity_curve_net\": -0.8973425127482592, \"index\": 1685}, {\"equity_curve_net\": -0.898985944885138, \"index\": 1686}, {\"equity_curve_net\": -0.8966820511562789, \"index\": 1687}, {\"equity_curve_net\": -0.8957450397795781, \"index\": 1688}, {\"equity_curve_net\": -0.8963309478743039, \"index\": 1689}, {\"equity_curve_net\": -0.8983593553523315, \"index\": 1690}, {\"equity_curve_net\": -0.896924037038115, \"index\": 1691}, {\"equity_curve_net\": -0.8955693668350779, \"index\": 1692}, {\"equity_curve_net\": -0.8990599798590823, \"index\": 1693}, {\"equity_curve_net\": -0.9035088991323177, \"index\": 1694}, {\"equity_curve_net\": -0.8997937769627565, \"index\": 1695}, {\"equity_curve_net\": -0.8961806774559542, \"index\": 1696}, {\"equity_curve_net\": -0.8963828953009886, \"index\": 1697}, {\"equity_curve_net\": -0.89692621069745, \"index\": 1698}, {\"equity_curve_net\": -0.8972634187438161, \"index\": 1699}, {\"equity_curve_net\": -0.8968274870847663, \"index\": 1700}, {\"equity_curve_net\": -0.8957235711775776, \"index\": 1701}, {\"equity_curve_net\": -0.8954488930746713, \"index\": 1702}, {\"equity_curve_net\": -0.8957941977775666, \"index\": 1703}, {\"equity_curve_net\": -0.8984369754750037, \"index\": 1704}, {\"equity_curve_net\": -0.8912426566154196, \"index\": 1705}, {\"equity_curve_net\": -0.8950398419388745, \"index\": 1706}, {\"equity_curve_net\": -0.8988915731957102, \"index\": 1707}, {\"equity_curve_net\": -0.8992173095307443, \"index\": 1708}, {\"equity_curve_net\": -0.8988927005470605, \"index\": 1709}, {\"equity_curve_net\": -0.901460570805668, \"index\": 1710}, {\"equity_curve_net\": -0.9013914956070778, \"index\": 1711}, {\"equity_curve_net\": -0.9034321436905342, \"index\": 1712}, {\"equity_curve_net\": -0.9041161870903119, \"index\": 1713}, {\"equity_curve_net\": -0.904900008272542, \"index\": 1714}, {\"equity_curve_net\": -0.907726869560263, \"index\": 1715}, {\"equity_curve_net\": -0.9117523145961757, \"index\": 1716}, {\"equity_curve_net\": -0.9102564065307305, \"index\": 1717}, {\"equity_curve_net\": -0.9141068208974457, \"index\": 1718}, {\"equity_curve_net\": -0.9218578512282457, \"index\": 1719}, {\"equity_curve_net\": -0.922403414550002, \"index\": 1720}, {\"equity_curve_net\": -0.9249393843328765, \"index\": 1721}, {\"equity_curve_net\": -0.923441732598741, \"index\": 1722}, {\"equity_curve_net\": -0.9243087140038283, \"index\": 1723}, {\"equity_curve_net\": -0.9264170325676329, \"index\": 1724}, {\"equity_curve_net\": -0.926199685983928, \"index\": 1725}, {\"equity_curve_net\": -0.9293613509851346, \"index\": 1726}, {\"equity_curve_net\": -0.9320847705073237, \"index\": 1727}, {\"equity_curve_net\": -0.9337793555366134, \"index\": 1728}, {\"equity_curve_net\": -0.9296636803752746, \"index\": 1729}, {\"equity_curve_net\": -0.9297670471183703, \"index\": 1730}, {\"equity_curve_net\": -0.924698428263185, \"index\": 1731}, {\"equity_curve_net\": -0.9445434691929426, \"index\": 1732}, {\"equity_curve_net\": -0.9367738905398088, \"index\": 1733}, {\"equity_curve_net\": -0.9409151611375279, \"index\": 1734}, {\"equity_curve_net\": -0.9397419152495784, \"index\": 1735}, {\"equity_curve_net\": -0.9382000964736643, \"index\": 1736}, {\"equity_curve_net\": -0.9387207265220404, \"index\": 1737}, {\"equity_curve_net\": -0.9433061802458516, \"index\": 1738}, {\"equity_curve_net\": -0.9394676811182182, \"index\": 1739}, {\"equity_curve_net\": -0.938051053283921, \"index\": 1740}, {\"equity_curve_net\": -0.938120264237254, \"index\": 1741}, {\"equity_curve_net\": -0.9391238773288146, \"index\": 1742}, {\"equity_curve_net\": -0.941895531444127, \"index\": 1743}, {\"equity_curve_net\": -0.943385402691121, \"index\": 1744}, {\"equity_curve_net\": -0.943106870600778, \"index\": 1745}, {\"equity_curve_net\": -0.9440868158753346, \"index\": 1746}, {\"equity_curve_net\": -0.9422836398124755, \"index\": 1747}, {\"equity_curve_net\": -0.9428628194135564, \"index\": 1748}, {\"equity_curve_net\": -0.9496387559400566, \"index\": 1749}, {\"equity_curve_net\": -0.9480850434763728, \"index\": 1750}, {\"equity_curve_net\": -0.9464216209805686, \"index\": 1751}, {\"equity_curve_net\": -0.944361848551766, \"index\": 1752}, {\"equity_curve_net\": -0.952512724069187, \"index\": 1753}, {\"equity_curve_net\": -0.9514662326970418, \"index\": 1754}, {\"equity_curve_net\": -0.9481045898197243, \"index\": 1755}, {\"equity_curve_net\": -0.9447030476863265, \"index\": 1756}, {\"equity_curve_net\": -0.9436869531696176, \"index\": 1757}, {\"equity_curve_net\": -0.9392228083001639, \"index\": 1758}, {\"equity_curve_net\": -0.9387430692062647, \"index\": 1759}, {\"equity_curve_net\": -0.9377095594230718, \"index\": 1760}, {\"equity_curve_net\": -0.9374619318753835, \"index\": 1761}, {\"equity_curve_net\": -0.9373017066812241, \"index\": 1762}, {\"equity_curve_net\": -0.937833451256897, \"index\": 1763}, {\"equity_curve_net\": -0.9403671391830484, \"index\": 1764}, {\"equity_curve_net\": -0.9412946592912458, \"index\": 1765}, {\"equity_curve_net\": -0.9404756171480877, \"index\": 1766}, {\"equity_curve_net\": -0.940215010456169, \"index\": 1767}, {\"equity_curve_net\": -0.9409164747831258, \"index\": 1768}, {\"equity_curve_net\": -0.9424149749666043, \"index\": 1769}, {\"equity_curve_net\": -0.9442379473530023, \"index\": 1770}, {\"equity_curve_net\": -0.9462070881399337, \"index\": 1771}, {\"equity_curve_net\": -0.9463971154672315, \"index\": 1772}, {\"equity_curve_net\": -0.945758703686666, \"index\": 1773}, {\"equity_curve_net\": -0.9474528636836157, \"index\": 1774}, {\"equity_curve_net\": -0.9472351899728565, \"index\": 1775}, {\"equity_curve_net\": -0.9486614606191535, \"index\": 1776}, {\"equity_curve_net\": -0.949452937243843, \"index\": 1777}, {\"equity_curve_net\": -0.9491683343855051, \"index\": 1778}, {\"equity_curve_net\": -0.9497913790324678, \"index\": 1779}, {\"equity_curve_net\": -0.9504537533935578, \"index\": 1780}, {\"equity_curve_net\": -0.9505802568087517, \"index\": 1781}, {\"equity_curve_net\": -0.9513075211429876, \"index\": 1782}, {\"equity_curve_net\": -0.9522369154214511, \"index\": 1783}, {\"equity_curve_net\": -0.9520416799490667, \"index\": 1784}, {\"equity_curve_net\": -0.9514517473502156, \"index\": 1785}, {\"equity_curve_net\": -0.9518082341231222, \"index\": 1786}, {\"equity_curve_net\": -0.9526000780963598, \"index\": 1787}, {\"equity_curve_net\": -0.9554912015730519, \"index\": 1788}, {\"equity_curve_net\": -0.9552390896489592, \"index\": 1789}, {\"equity_curve_net\": -0.9558529811166869, \"index\": 1790}, {\"equity_curve_net\": -0.9570740273248791, \"index\": 1791}, {\"equity_curve_net\": -0.9579138788813624, \"index\": 1792}, {\"equity_curve_net\": -0.9580064259262399, \"index\": 1793}, {\"equity_curve_net\": -0.9576030743755719, \"index\": 1794}, {\"equity_curve_net\": -0.9582562391278281, \"index\": 1795}, {\"equity_curve_net\": -0.958721222463196, \"index\": 1796}, {\"equity_curve_net\": -0.9607299892794475, \"index\": 1797}, {\"equity_curve_net\": -0.9613621849692422, \"index\": 1798}, {\"equity_curve_net\": -0.9624472982739304, \"index\": 1799}, {\"equity_curve_net\": -0.9601779021302188, \"index\": 1800}, {\"equity_curve_net\": -0.9587697134754315, \"index\": 1801}, {\"equity_curve_net\": -0.9610878881191274, \"index\": 1802}, {\"equity_curve_net\": -0.9600302014347281, \"index\": 1803}, {\"equity_curve_net\": -0.9608028532071131, \"index\": 1804}, {\"equity_curve_net\": -0.9606407516890042, \"index\": 1805}, {\"equity_curve_net\": -0.9608409664046997, \"index\": 1806}, {\"equity_curve_net\": -0.9572208908261522, \"index\": 1807}, {\"equity_curve_net\": -0.9574590531532654, \"index\": 1808}, {\"equity_curve_net\": -0.9678801406020044, \"index\": 1809}, {\"equity_curve_net\": -0.9663544374319215, \"index\": 1810}, {\"equity_curve_net\": -0.9677712686582635, \"index\": 1811}, {\"equity_curve_net\": -0.9720364365905434, \"index\": 1812}, {\"equity_curve_net\": -0.9736200993549665, \"index\": 1813}, {\"equity_curve_net\": -0.9730829634328704, \"index\": 1814}, {\"equity_curve_net\": -0.9742664044653141, \"index\": 1815}, {\"equity_curve_net\": -0.9753391679961054, \"index\": 1816}, {\"equity_curve_net\": -0.9770124402903516, \"index\": 1817}, {\"equity_curve_net\": -0.9755123021577725, \"index\": 1818}, {\"equity_curve_net\": -0.9741584780612945, \"index\": 1819}, {\"equity_curve_net\": -0.9746104990162383, \"index\": 1820}, {\"equity_curve_net\": -0.9753454494392672, \"index\": 1821}, {\"equity_curve_net\": -0.975793010144882, \"index\": 1822}, {\"equity_curve_net\": -0.9771020409578351, \"index\": 1823}, {\"equity_curve_net\": -0.9670812116353411, \"index\": 1824}, {\"equity_curve_net\": -0.9607380475688109, \"index\": 1825}, {\"equity_curve_net\": -0.9595403160462215, \"index\": 1826}, {\"equity_curve_net\": -0.9586290513149266, \"index\": 1827}, {\"equity_curve_net\": -0.9555399783826912, \"index\": 1828}, {\"equity_curve_net\": -0.9564919747249913, \"index\": 1829}, {\"equity_curve_net\": -0.9592388505375447, \"index\": 1830}, {\"equity_curve_net\": -0.9599660035641809, \"index\": 1831}, {\"equity_curve_net\": -0.9611741258090052, \"index\": 1832}, {\"equity_curve_net\": -0.9617304936549701, \"index\": 1833}, {\"equity_curve_net\": -0.9611817264452396, \"index\": 1834}, {\"equity_curve_net\": -0.959956990409692, \"index\": 1835}, {\"equity_curve_net\": -0.9606515262569424, \"index\": 1836}, {\"equity_curve_net\": -0.9616842842735683, \"index\": 1837}, {\"equity_curve_net\": -0.963018964466926, \"index\": 1838}, {\"equity_curve_net\": -0.9661090882947491, \"index\": 1839}, {\"equity_curve_net\": -0.9682915826270855, \"index\": 1840}, {\"equity_curve_net\": -0.9690384487985876, \"index\": 1841}, {\"equity_curve_net\": -0.9712016882695245, \"index\": 1842}, {\"equity_curve_net\": -0.9740320029013522, \"index\": 1843}, {\"equity_curve_net\": -0.9805229207267461, \"index\": 1844}, {\"equity_curve_net\": -0.9799405793382007, \"index\": 1845}, {\"equity_curve_net\": -0.9794144985643112, \"index\": 1846}, {\"equity_curve_net\": -0.9804899972730888, \"index\": 1847}, {\"equity_curve_net\": -0.9776547395447586, \"index\": 1848}, {\"equity_curve_net\": -0.9764848063712069, \"index\": 1849}, {\"equity_curve_net\": -0.9728121567019998, \"index\": 1850}, {\"equity_curve_net\": -0.975686373181503, \"index\": 1851}, {\"equity_curve_net\": -0.9727449158086667, \"index\": 1852}, {\"equity_curve_net\": -0.9692967213992, \"index\": 1853}, {\"equity_curve_net\": -0.9756091447339108, \"index\": 1854}, {\"equity_curve_net\": -0.9784873863895814, \"index\": 1855}, {\"equity_curve_net\": -0.9750486905390532, \"index\": 1856}, {\"equity_curve_net\": -0.9776191210034183, \"index\": 1857}, {\"equity_curve_net\": -0.9772942210978453, \"index\": 1858}, {\"equity_curve_net\": -0.9762088147611657, \"index\": 1859}, {\"equity_curve_net\": -0.9740933213027239, \"index\": 1860}, {\"equity_curve_net\": -0.9770773011325647, \"index\": 1861}, {\"equity_curve_net\": -0.9784052957104052, \"index\": 1862}, {\"equity_curve_net\": -0.9782006192464591, \"index\": 1863}, {\"equity_curve_net\": -0.9763211180389813, \"index\": 1864}, {\"equity_curve_net\": -0.9795323044882785, \"index\": 1865}, {\"equity_curve_net\": -0.9777887363298239, \"index\": 1866}, {\"equity_curve_net\": -0.9646844330045513, \"index\": 1867}, {\"equity_curve_net\": -0.9626008261684191, \"index\": 1868}, {\"equity_curve_net\": -0.9620075716583597, \"index\": 1869}, {\"equity_curve_net\": -0.9582878827485539, \"index\": 1870}, {\"equity_curve_net\": -0.9620033261224655, \"index\": 1871}, {\"equity_curve_net\": -0.9659388985299278, \"index\": 1872}, {\"equity_curve_net\": -0.9624127147024014, \"index\": 1873}, {\"equity_curve_net\": -0.9640452389564558, \"index\": 1874}, {\"equity_curve_net\": -0.965613711151195, \"index\": 1875}, {\"equity_curve_net\": -0.9725832933896834, \"index\": 1876}, {\"equity_curve_net\": -0.9692668536505088, \"index\": 1877}, {\"equity_curve_net\": -0.968316939265198, \"index\": 1878}, {\"equity_curve_net\": -0.9697729895911026, \"index\": 1879}, {\"equity_curve_net\": -0.9701297424166753, \"index\": 1880}, {\"equity_curve_net\": -0.9690921600762789, \"index\": 1881}, {\"equity_curve_net\": -0.9624406127535516, \"index\": 1882}, {\"equity_curve_net\": -0.9643524654441967, \"index\": 1883}, {\"equity_curve_net\": -0.9664751731746097, \"index\": 1884}, {\"equity_curve_net\": -0.9660638677799086, \"index\": 1885}, {\"equity_curve_net\": -0.966667417771282, \"index\": 1886}, {\"equity_curve_net\": -0.9679434961796541, \"index\": 1887}, {\"equity_curve_net\": -0.9709670092558036, \"index\": 1888}, {\"equity_curve_net\": -0.9692854988457859, \"index\": 1889}, {\"equity_curve_net\": -0.9712010462094998, \"index\": 1890}, {\"equity_curve_net\": -0.9701874213274281, \"index\": 1891}, {\"equity_curve_net\": -0.9692891721783594, \"index\": 1892}, {\"equity_curve_net\": -0.9718945039562082, \"index\": 1893}, {\"equity_curve_net\": -0.9713087996782612, \"index\": 1894}, {\"equity_curve_net\": -0.9664980915180029, \"index\": 1895}, {\"equity_curve_net\": -0.9654282539843879, \"index\": 1896}, {\"equity_curve_net\": -0.9593854526240421, \"index\": 1897}, {\"equity_curve_net\": -0.9507072756671133, \"index\": 1898}, {\"equity_curve_net\": -0.9528193370999299, \"index\": 1899}, {\"equity_curve_net\": -0.9548813451830505, \"index\": 1900}, {\"equity_curve_net\": -0.950550809247135, \"index\": 1901}, {\"equity_curve_net\": -0.9484459042278746, \"index\": 1902}, {\"equity_curve_net\": -0.9474793033359944, \"index\": 1903}, {\"equity_curve_net\": -0.9521807919363607, \"index\": 1904}, {\"equity_curve_net\": -0.9519187666655379, \"index\": 1905}, {\"equity_curve_net\": -0.9502546233260609, \"index\": 1906}, {\"equity_curve_net\": -0.9540487753318904, \"index\": 1907}, {\"equity_curve_net\": -0.9568537686998981, \"index\": 1908}, {\"equity_curve_net\": -0.9550759572073587, \"index\": 1909}, {\"equity_curve_net\": -0.955114347204238, \"index\": 1910}, {\"equity_curve_net\": -0.9572566683552418, \"index\": 1911}, {\"equity_curve_net\": -0.9587380684667202, \"index\": 1912}, {\"equity_curve_net\": -0.9594375073926319, \"index\": 1913}, {\"equity_curve_net\": -0.9622297304654965, \"index\": 1914}, {\"equity_curve_net\": -0.9596007236673713, \"index\": 1915}, {\"equity_curve_net\": -0.9581132063526621, \"index\": 1916}, {\"equity_curve_net\": -0.9598353451423983, \"index\": 1917}, {\"equity_curve_net\": -0.9611467840644912, \"index\": 1918}, {\"equity_curve_net\": -0.961634757694242, \"index\": 1919}, {\"equity_curve_net\": -0.9621992005798661, \"index\": 1920}, {\"equity_curve_net\": -0.9583513612181319, \"index\": 1921}, {\"equity_curve_net\": -0.9476219211449031, \"index\": 1922}, {\"equity_curve_net\": -0.9505802767982566, \"index\": 1923}, {\"equity_curve_net\": -0.9471602129871561, \"index\": 1924}, {\"equity_curve_net\": -0.943915635960484, \"index\": 1925}, {\"equity_curve_net\": -0.9436696821740853, \"index\": 1926}, {\"equity_curve_net\": -0.9425793290011354, \"index\": 1927}, {\"equity_curve_net\": -0.9444629890440477, \"index\": 1928}, {\"equity_curve_net\": -0.9435713812726739, \"index\": 1929}, {\"equity_curve_net\": -0.946174747494229, \"index\": 1930}, {\"equity_curve_net\": -0.9476453148689731, \"index\": 1931}, {\"equity_curve_net\": -0.9503570574687217, \"index\": 1932}, {\"equity_curve_net\": -0.9510163434149971, \"index\": 1933}, {\"equity_curve_net\": -0.9484568000095914, \"index\": 1934}, {\"equity_curve_net\": -0.9470001299611986, \"index\": 1935}, {\"equity_curve_net\": -0.9478599767077687, \"index\": 1936}, {\"equity_curve_net\": -0.9492091272092141, \"index\": 1937}, {\"equity_curve_net\": -0.9507706406780911, \"index\": 1938}, {\"equity_curve_net\": -0.9517397406721625, \"index\": 1939}, {\"equity_curve_net\": -0.9528162004767333, \"index\": 1940}, {\"equity_curve_net\": -0.9541779172554704, \"index\": 1941}, {\"equity_curve_net\": -0.956010886341969, \"index\": 1942}, {\"equity_curve_net\": -0.9563617630605167, \"index\": 1943}, {\"equity_curve_net\": -0.9538467969444837, \"index\": 1944}, {\"equity_curve_net\": -0.9576490442389624, \"index\": 1945}, {\"equity_curve_net\": -0.9566110717908225, \"index\": 1946}, {\"equity_curve_net\": -0.9578381691510279, \"index\": 1947}, {\"equity_curve_net\": -0.958195916512695, \"index\": 1948}, {\"equity_curve_net\": -0.9601495404177954, \"index\": 1949}, {\"equity_curve_net\": -0.9575819527136515, \"index\": 1950}, {\"equity_curve_net\": -0.9588894096496613, \"index\": 1951}, {\"equity_curve_net\": -0.9620070857245318, \"index\": 1952}, {\"equity_curve_net\": -0.961862495923001, \"index\": 1953}, {\"equity_curve_net\": -0.9615443448464649, \"index\": 1954}, {\"equity_curve_net\": -0.9640319839935757, \"index\": 1955}, {\"equity_curve_net\": -0.9628779455859897, \"index\": 1956}, {\"equity_curve_net\": -0.9497951474302876, \"index\": 1957}, {\"equity_curve_net\": -0.9526274362331428, \"index\": 1958}, {\"equity_curve_net\": -0.9647326175297527, \"index\": 1959}, {\"equity_curve_net\": -0.9658482398851436, \"index\": 1960}, {\"equity_curve_net\": -0.9654463432931678, \"index\": 1961}, {\"equity_curve_net\": -0.9683319403017021, \"index\": 1962}, {\"equity_curve_net\": -0.9698267208410253, \"index\": 1963}, {\"equity_curve_net\": -0.9832141098054628, \"index\": 1964}, {\"equity_curve_net\": -0.9839533261952004, \"index\": 1965}, {\"equity_curve_net\": -0.9810444900253545, \"index\": 1966}, {\"equity_curve_net\": -0.9847073751410903, \"index\": 1967}, {\"equity_curve_net\": -0.9859916747994899, \"index\": 1968}, {\"equity_curve_net\": -0.9877019575036053, \"index\": 1969}, {\"equity_curve_net\": -0.9901773182103077, \"index\": 1970}, {\"equity_curve_net\": -0.9870606762672186, \"index\": 1971}, {\"equity_curve_net\": -0.9892545274962758, \"index\": 1972}, {\"equity_curve_net\": -0.9894449138193223, \"index\": 1973}, {\"equity_curve_net\": -0.9934102834268981, \"index\": 1974}, {\"equity_curve_net\": -0.9932102967541917, \"index\": 1975}, {\"equity_curve_net\": -0.9935349304906089, \"index\": 1976}, {\"equity_curve_net\": -0.9900174950416872, \"index\": 1977}, {\"equity_curve_net\": -0.9886859201251015, \"index\": 1978}, {\"equity_curve_net\": -0.9882249889741813, \"index\": 1979}, {\"equity_curve_net\": -0.9832848004333581, \"index\": 1980}, {\"equity_curve_net\": -0.9831907591540948, \"index\": 1981}, {\"equity_curve_net\": -0.9815800110989576, \"index\": 1982}, {\"equity_curve_net\": -0.984239779146954, \"index\": 1983}, {\"equity_curve_net\": -0.9849686726263074, \"index\": 1984}, {\"equity_curve_net\": -0.9825157705451387, \"index\": 1985}, {\"equity_curve_net\": -0.9877084004871317, \"index\": 1986}, {\"equity_curve_net\": -0.9920936021622716, \"index\": 1987}, {\"equity_curve_net\": -0.9917636817877371, \"index\": 1988}, {\"equity_curve_net\": -0.9924025972791358, \"index\": 1989}, {\"equity_curve_net\": -0.9910582520674069, \"index\": 1990}, {\"equity_curve_net\": -0.988971189326031, \"index\": 1991}, {\"equity_curve_net\": -0.9857832294941455, \"index\": 1992}, {\"equity_curve_net\": -0.9903273907033047, \"index\": 1993}, {\"equity_curve_net\": -0.9946986926218491, \"index\": 1994}, {\"equity_curve_net\": -0.9915315534374417, \"index\": 1995}, {\"equity_curve_net\": -0.990674738946133, \"index\": 1996}, {\"equity_curve_net\": -0.9972521393858057, \"index\": 1997}, {\"equity_curve_net\": -1.0028550490525456, \"index\": 1998}, {\"equity_curve_net\": -1.0019599825819605, \"index\": 1999}, {\"equity_curve_net\": -1.0034233616598278, \"index\": 2000}, {\"equity_curve_net\": -1.0045210187445468, \"index\": 2001}, {\"equity_curve_net\": -1.0080960240293113, \"index\": 2002}, {\"equity_curve_net\": -1.00691809661561, \"index\": 2003}, {\"equity_curve_net\": -1.0090597086808886, \"index\": 2004}, {\"equity_curve_net\": -1.0132964244756835, \"index\": 2005}, {\"equity_curve_net\": -1.0133154787025147, \"index\": 2006}, {\"equity_curve_net\": -1.012531814826414, \"index\": 2007}, {\"equity_curve_net\": -1.013942288262785, \"index\": 2008}, {\"equity_curve_net\": -1.0185424480357108, \"index\": 2009}, {\"equity_curve_net\": -1.0209650003077109, \"index\": 2010}, {\"equity_curve_net\": -1.0200617865108277, \"index\": 2011}, {\"equity_curve_net\": -1.01875687594163, \"index\": 2012}, {\"equity_curve_net\": -1.0179014358496108, \"index\": 2013}, {\"equity_curve_net\": -1.0171558252318322, \"index\": 2014}, {\"equity_curve_net\": -1.013966485412722, \"index\": 2015}, {\"equity_curve_net\": -1.022963348745553, \"index\": 2016}, {\"equity_curve_net\": -1.0143029637750898, \"index\": 2017}, {\"equity_curve_net\": -1.022230796383455, \"index\": 2018}, {\"equity_curve_net\": -1.0242015049355255, \"index\": 2019}, {\"equity_curve_net\": -1.029320952480928, \"index\": 2020}, {\"equity_curve_net\": -1.0318648224403724, \"index\": 2021}, {\"equity_curve_net\": -1.0262314714620209, \"index\": 2022}, {\"equity_curve_net\": -1.0244347289755074, \"index\": 2023}, {\"equity_curve_net\": -1.0255983944790248, \"index\": 2024}, {\"equity_curve_net\": -1.0261764353181606, \"index\": 2025}, {\"equity_curve_net\": -1.0322879835493979, \"index\": 2026}, {\"equity_curve_net\": -1.0280978021164286, \"index\": 2027}, {\"equity_curve_net\": -1.0283501278517375, \"index\": 2028}, {\"equity_curve_net\": -1.0296366370729455, \"index\": 2029}, {\"equity_curve_net\": -1.0356772213179648, \"index\": 2030}, {\"equity_curve_net\": -1.0318999003045968, \"index\": 2031}, {\"equity_curve_net\": -1.0368371974525494, \"index\": 2032}, {\"equity_curve_net\": -1.040818886159939, \"index\": 2033}, {\"equity_curve_net\": -1.0430516230168696, \"index\": 2034}, {\"equity_curve_net\": -1.0500663762628721, \"index\": 2035}, {\"equity_curve_net\": -1.0494215476697677, \"index\": 2036}, {\"equity_curve_net\": -1.053287809188582, \"index\": 2037}, {\"equity_curve_net\": -1.054376367077124, \"index\": 2038}, {\"equity_curve_net\": -1.0529765954829355, \"index\": 2039}, {\"equity_curve_net\": -1.053902329459954, \"index\": 2040}, {\"equity_curve_net\": -1.0567246528784304, \"index\": 2041}, {\"equity_curve_net\": -1.0583747147514722, \"index\": 2042}, {\"equity_curve_net\": -1.0519600991513562, \"index\": 2043}, {\"equity_curve_net\": -1.0445791986615125, \"index\": 2044}, {\"equity_curve_net\": -1.0403632056233878, \"index\": 2045}, {\"equity_curve_net\": -1.0408985484147595, \"index\": 2046}, {\"equity_curve_net\": -1.0463507407522656, \"index\": 2047}, {\"equity_curve_net\": -1.0433186328637987, \"index\": 2048}, {\"equity_curve_net\": -1.04477366822272, \"index\": 2049}, {\"equity_curve_net\": -1.0462782027361979, \"index\": 2050}, {\"equity_curve_net\": -1.0505813455792885, \"index\": 2051}, {\"equity_curve_net\": -1.0535086763165447, \"index\": 2052}, {\"equity_curve_net\": -1.0616755803611362, \"index\": 2053}, {\"equity_curve_net\": -1.0588663526331052, \"index\": 2054}, {\"equity_curve_net\": -1.0586536711023844, \"index\": 2055}, {\"equity_curve_net\": -1.0589671306850323, \"index\": 2056}, {\"equity_curve_net\": -1.0608150922023372, \"index\": 2057}, {\"equity_curve_net\": -1.0618460445300102, \"index\": 2058}, {\"equity_curve_net\": -1.0677578948495081, \"index\": 2059}, {\"equity_curve_net\": -1.0638230839291436, \"index\": 2060}, {\"equity_curve_net\": -1.061528972346947, \"index\": 2061}, {\"equity_curve_net\": -1.0667594577576305, \"index\": 2062}, {\"equity_curve_net\": -1.0740793304398673, \"index\": 2063}, {\"equity_curve_net\": -1.0653813554276474, \"index\": 2064}, {\"equity_curve_net\": -1.056770170366156, \"index\": 2065}, {\"equity_curve_net\": -1.058655457313191, \"index\": 2066}, {\"equity_curve_net\": -1.070278393261407, \"index\": 2067}, {\"equity_curve_net\": -1.0612095646686528, \"index\": 2068}, {\"equity_curve_net\": -1.064423241940176, \"index\": 2069}, {\"equity_curve_net\": -1.067488044038518, \"index\": 2070}, {\"equity_curve_net\": -1.0668664485676058, \"index\": 2071}, {\"equity_curve_net\": -1.06447718352513, \"index\": 2072}, {\"equity_curve_net\": -1.0633351721008575, \"index\": 2073}, {\"equity_curve_net\": -1.0636047584448953, \"index\": 2074}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 2074}]}, {\"name\": \"source_0_y_domain_equity_curve_net\", \"values\": [{\"min\": -1.0740793304398673, \"max\": 0.03482689884063502}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve_net\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve_net\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve_net ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve_net]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve_net\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"y\": {\"field\": \"equity_curve_net\", \"scale\": \"y\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve_net\\\"]) && isFinite(+datum[\\\"equity_curve_net\\\"])\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve_net\\\": format(datum[\\\"equity_curve_net\\\"], \\\"\\\")}\"}, \"stroke\": {\"value\": \"#4c78a8\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}}}, \"clip\": true, \"style\": [\"line\"], \"interactive\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}, \"zero\": false}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve_net\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve_net\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve_net\\\"]\"}, \"nice\": true}], \"axes\": [{\"scale\": \"x\", \"zindex\": 0, \"aria\": false, \"gridScale\": \"y\", \"grid\": true, \"labels\": false, \"orient\": \"bottom\", \"domain\": false, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"maxExtent\": 0, \"minExtent\": 0, \"ticks\": false}, {\"scale\": \"y\", \"domain\": false, \"minExtent\": 0, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"orient\": \"left\", \"aria\": false, \"zindex\": 0, \"grid\": true, \"gridScale\": \"x\", \"maxExtent\": 0, \"ticks\": false, \"labels\": false}, {\"scale\": \"x\", \"grid\": false, \"title\": \"index\", \"labelFlush\": true, \"orient\": \"bottom\", \"labelOverlap\": true, \"zindex\": 0, \"tickCount\": {\"signal\": \"ceil(width/40)\"}}, {\"scale\": \"y\", \"grid\": false, \"zindex\": 0, \"title\": \"equity_curve_net\", \"orient\": \"left\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"labelOverlap\": true}], \"title\": {\"text\": \"equity_curve_net\", \"frame\": \"group\"}, \"width\": 800, \"padding\": 5, \"height\": 400, \"style\": \"cell\", \"background\": \"white\"}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.plot_column(model_trades, 'equity_curve_net')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "79ce8e38",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-83450f38f99d45c0aefe4ef686443a9a.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-83450f38f99d45c0aefe4ef686443a9a.vega-embed details,\n",
       "  #altair-viz-83450f38f99d45c0aefe4ef686443a9a.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-83450f38f99d45c0aefe4ef686443a9a\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-83450f38f99d45c0aefe4ef686443a9a\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-83450f38f99d45c0aefe4ef686443a9a\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve\": 0.007, \"index\": 0}, {\"equity_curve\": -0.01, \"index\": 1}, {\"equity_curve\": -0.014, \"index\": 2}, {\"equity_curve\": -0.007, \"index\": 3}, {\"equity_curve\": -0.009, \"index\": 4}, {\"equity_curve\": -0.003, \"index\": 5}, {\"equity_curve\": -0.006, \"index\": 6}, {\"equity_curve\": -0.006, \"index\": 7}, {\"equity_curve\": 0.004, \"index\": 8}, {\"equity_curve\": 0.006, \"index\": 9}, {\"equity_curve\": 0.007, \"index\": 10}, {\"equity_curve\": 0.01, \"index\": 11}, {\"equity_curve\": 0.007, \"index\": 12}, {\"equity_curve\": 0.01, \"index\": 13}, {\"equity_curve\": 0.011, \"index\": 14}, {\"equity_curve\": 0.012, \"index\": 15}, {\"equity_curve\": 0.014, \"index\": 16}, {\"equity_curve\": 0.018, \"index\": 17}, {\"equity_curve\": 0.017, \"index\": 18}, {\"equity_curve\": 0.013, \"index\": 19}, {\"equity_curve\": 0.017, \"index\": 20}, {\"equity_curve\": 0.021, \"index\": 21}, {\"equity_curve\": 0.021, \"index\": 22}, {\"equity_curve\": 0.019, \"index\": 23}, {\"equity_curve\": 0.02, \"index\": 24}, {\"equity_curve\": 0.023, \"index\": 25}, {\"equity_curve\": 0.023, \"index\": 26}, {\"equity_curve\": 0.022, \"index\": 27}, {\"equity_curve\": 0.02, \"index\": 28}, {\"equity_curve\": 0.023, \"index\": 29}, {\"equity_curve\": 0.021, \"index\": 30}, {\"equity_curve\": 0.015, \"index\": 31}, {\"equity_curve\": 0.01, \"index\": 32}, {\"equity_curve\": 0.015, \"index\": 33}, {\"equity_curve\": 0.015, \"index\": 34}, {\"equity_curve\": 0.017, \"index\": 35}, {\"equity_curve\": 0.011, \"index\": 36}, {\"equity_curve\": 0.012, \"index\": 37}, {\"equity_curve\": 0.011, \"index\": 38}, {\"equity_curve\": 0.014, \"index\": 39}, {\"equity_curve\": 0.015, \"index\": 40}, {\"equity_curve\": 0.015, \"index\": 41}, {\"equity_curve\": 0.014, \"index\": 42}, {\"equity_curve\": 0.014, \"index\": 43}, {\"equity_curve\": 0.018, \"index\": 44}, {\"equity_curve\": 0.015, \"index\": 45}, {\"equity_curve\": 0.018, \"index\": 46}, {\"equity_curve\": 0.017, \"index\": 47}, {\"equity_curve\": 0.02, \"index\": 48}, {\"equity_curve\": 0.024, \"index\": 49}, {\"equity_curve\": 0.023, \"index\": 50}, {\"equity_curve\": 0.026, \"index\": 51}, {\"equity_curve\": 0.032, \"index\": 52}, {\"equity_curve\": 0.035, \"index\": 53}, {\"equity_curve\": 0.04, \"index\": 54}, {\"equity_curve\": 0.044, \"index\": 55}, {\"equity_curve\": 0.051, \"index\": 56}, {\"equity_curve\": 0.055, \"index\": 57}, {\"equity_curve\": 0.06, \"index\": 58}, {\"equity_curve\": 0.065, \"index\": 59}, {\"equity_curve\": 0.07, \"index\": 60}, {\"equity_curve\": 0.072, \"index\": 61}, {\"equity_curve\": 0.071, \"index\": 62}, {\"equity_curve\": 0.072, \"index\": 63}, {\"equity_curve\": 0.074, \"index\": 64}, {\"equity_curve\": 0.071, \"index\": 65}, {\"equity_curve\": 0.064, \"index\": 66}, {\"equity_curve\": 0.058, \"index\": 67}, {\"equity_curve\": 0.06, \"index\": 68}, {\"equity_curve\": 0.063, \"index\": 69}, {\"equity_curve\": 0.062, \"index\": 70}, {\"equity_curve\": 0.06, \"index\": 71}, {\"equity_curve\": 0.054, \"index\": 72}, {\"equity_curve\": 0.049, \"index\": 73}, {\"equity_curve\": 0.046, \"index\": 74}, {\"equity_curve\": 0.044, \"index\": 75}, {\"equity_curve\": 0.044, \"index\": 76}, {\"equity_curve\": 0.042, \"index\": 77}, {\"equity_curve\": 0.042, \"index\": 78}, {\"equity_curve\": 0.043, \"index\": 79}, {\"equity_curve\": 0.045, \"index\": 80}, {\"equity_curve\": 0.045, \"index\": 81}, {\"equity_curve\": 0.047, \"index\": 82}, {\"equity_curve\": 0.045, \"index\": 83}, {\"equity_curve\": 0.048, \"index\": 84}, {\"equity_curve\": 0.049, \"index\": 85}, {\"equity_curve\": 0.05, \"index\": 86}, {\"equity_curve\": 0.049, \"index\": 87}, {\"equity_curve\": 0.049, \"index\": 88}, {\"equity_curve\": 0.049, \"index\": 89}, {\"equity_curve\": 0.049, \"index\": 90}, {\"equity_curve\": 0.048, \"index\": 91}, {\"equity_curve\": 0.05, \"index\": 92}, {\"equity_curve\": 0.051, \"index\": 93}, {\"equity_curve\": 0.05, \"index\": 94}, {\"equity_curve\": 0.05, \"index\": 95}, {\"equity_curve\": 0.049, \"index\": 96}, {\"equity_curve\": 0.045, \"index\": 97}, {\"equity_curve\": 0.048, \"index\": 98}, {\"equity_curve\": 0.048, \"index\": 99}, {\"equity_curve\": 0.049, \"index\": 100}, {\"equity_curve\": 0.049, \"index\": 101}, {\"equity_curve\": 0.051, \"index\": 102}, {\"equity_curve\": 0.048, \"index\": 103}, {\"equity_curve\": 0.048, \"index\": 104}, {\"equity_curve\": 0.049, \"index\": 105}, {\"equity_curve\": 0.049, \"index\": 106}, {\"equity_curve\": 0.05, \"index\": 107}, {\"equity_curve\": 0.05, \"index\": 108}, {\"equity_curve\": 0.05, \"index\": 109}, {\"equity_curve\": 0.05, \"index\": 110}, {\"equity_curve\": 0.05, \"index\": 111}, {\"equity_curve\": 0.049, \"index\": 112}, {\"equity_curve\": 0.049, \"index\": 113}, {\"equity_curve\": 0.051, \"index\": 114}, {\"equity_curve\": 0.052, \"index\": 115}, {\"equity_curve\": 0.05, \"index\": 116}, {\"equity_curve\": 0.05, \"index\": 117}, {\"equity_curve\": 0.05, \"index\": 118}, {\"equity_curve\": 0.051, \"index\": 119}, {\"equity_curve\": 0.054, \"index\": 120}, {\"equity_curve\": 0.054, \"index\": 121}, {\"equity_curve\": 0.056, \"index\": 122}, {\"equity_curve\": 0.055, \"index\": 123}, {\"equity_curve\": 0.051, \"index\": 124}, {\"equity_curve\": 0.054, \"index\": 125}, {\"equity_curve\": 0.052, \"index\": 126}, {\"equity_curve\": 0.051, \"index\": 127}, {\"equity_curve\": 0.051, \"index\": 128}, {\"equity_curve\": 0.046, \"index\": 129}, {\"equity_curve\": 0.044, \"index\": 130}, {\"equity_curve\": 0.045, \"index\": 131}, {\"equity_curve\": 0.045, \"index\": 132}, {\"equity_curve\": 0.052, \"index\": 133}, {\"equity_curve\": 0.054, \"index\": 134}, {\"equity_curve\": 0.055, \"index\": 135}, {\"equity_curve\": 0.055, \"index\": 136}, {\"equity_curve\": 0.062, \"index\": 137}, {\"equity_curve\": 0.063, \"index\": 138}, {\"equity_curve\": 0.066, \"index\": 139}, {\"equity_curve\": 0.064, \"index\": 140}, {\"equity_curve\": 0.063, \"index\": 141}, {\"equity_curve\": 0.058, \"index\": 142}, {\"equity_curve\": 0.059, \"index\": 143}, {\"equity_curve\": 0.065, \"index\": 144}, {\"equity_curve\": 0.065, \"index\": 145}, {\"equity_curve\": 0.069, \"index\": 146}, {\"equity_curve\": 0.064, \"index\": 147}, {\"equity_curve\": 0.065, \"index\": 148}, {\"equity_curve\": 0.059, \"index\": 149}, {\"equity_curve\": 0.055, \"index\": 150}, {\"equity_curve\": 0.057, \"index\": 151}, {\"equity_curve\": 0.059, \"index\": 152}, {\"equity_curve\": 0.06, \"index\": 153}, {\"equity_curve\": 0.061, \"index\": 154}, {\"equity_curve\": 0.058, \"index\": 155}, {\"equity_curve\": 0.064, \"index\": 156}, {\"equity_curve\": 0.058, \"index\": 157}, {\"equity_curve\": 0.056, \"index\": 158}, {\"equity_curve\": 0.05, \"index\": 159}, {\"equity_curve\": 0.057, \"index\": 160}, {\"equity_curve\": 0.061, \"index\": 161}, {\"equity_curve\": 0.06, \"index\": 162}, {\"equity_curve\": 0.057, \"index\": 163}, {\"equity_curve\": 0.058, \"index\": 164}, {\"equity_curve\": 0.063, \"index\": 165}, {\"equity_curve\": 0.065, \"index\": 166}, {\"equity_curve\": 0.064, \"index\": 167}, {\"equity_curve\": 0.054, \"index\": 168}, {\"equity_curve\": 0.062, \"index\": 169}, {\"equity_curve\": 0.06, \"index\": 170}, {\"equity_curve\": 0.062, \"index\": 171}, {\"equity_curve\": 0.067, \"index\": 172}, {\"equity_curve\": 0.072, \"index\": 173}, {\"equity_curve\": 0.076, \"index\": 174}, {\"equity_curve\": 0.072, \"index\": 175}, {\"equity_curve\": 0.07, \"index\": 176}, {\"equity_curve\": 0.066, \"index\": 177}, {\"equity_curve\": 0.067, \"index\": 178}, {\"equity_curve\": 0.07, \"index\": 179}, {\"equity_curve\": 0.07, \"index\": 180}, {\"equity_curve\": 0.066, \"index\": 181}, {\"equity_curve\": 0.062, \"index\": 182}, {\"equity_curve\": 0.065, \"index\": 183}, {\"equity_curve\": 0.062, \"index\": 184}, {\"equity_curve\": 0.064, \"index\": 185}, {\"equity_curve\": 0.064, \"index\": 186}, {\"equity_curve\": 0.064, \"index\": 187}, {\"equity_curve\": 0.061, \"index\": 188}, {\"equity_curve\": 0.064, \"index\": 189}, {\"equity_curve\": 0.065, \"index\": 190}, {\"equity_curve\": 0.06, \"index\": 191}, {\"equity_curve\": 0.055, \"index\": 192}, {\"equity_curve\": 0.062, \"index\": 193}, {\"equity_curve\": 0.065, \"index\": 194}, {\"equity_curve\": 0.073, \"index\": 195}, {\"equity_curve\": 0.069, \"index\": 196}, {\"equity_curve\": 0.071, \"index\": 197}, {\"equity_curve\": 0.071, \"index\": 198}, {\"equity_curve\": 0.067, \"index\": 199}, {\"equity_curve\": 0.07, \"index\": 200}, {\"equity_curve\": 0.073, \"index\": 201}, {\"equity_curve\": 0.074, \"index\": 202}, {\"equity_curve\": 0.072, \"index\": 203}, {\"equity_curve\": 0.072, \"index\": 204}, {\"equity_curve\": 0.071, \"index\": 205}, {\"equity_curve\": 0.067, \"index\": 206}, {\"equity_curve\": 0.062, \"index\": 207}, {\"equity_curve\": 0.059, \"index\": 208}, {\"equity_curve\": 0.058, \"index\": 209}, {\"equity_curve\": 0.066, \"index\": 210}, {\"equity_curve\": 0.069, \"index\": 211}, {\"equity_curve\": 0.072, \"index\": 212}, {\"equity_curve\": 0.073, \"index\": 213}, {\"equity_curve\": 0.074, \"index\": 214}, {\"equity_curve\": 0.074, \"index\": 215}, {\"equity_curve\": 0.071, \"index\": 216}, {\"equity_curve\": 0.078, \"index\": 217}, {\"equity_curve\": 0.079, \"index\": 218}, {\"equity_curve\": 0.084, \"index\": 219}, {\"equity_curve\": 0.089, \"index\": 220}, {\"equity_curve\": 0.088, \"index\": 221}, {\"equity_curve\": 0.089, \"index\": 222}, {\"equity_curve\": 0.087, \"index\": 223}, {\"equity_curve\": 0.085, \"index\": 224}, {\"equity_curve\": 0.083, \"index\": 225}, {\"equity_curve\": 0.084, \"index\": 226}, {\"equity_curve\": 0.078, \"index\": 227}, {\"equity_curve\": 0.076, \"index\": 228}, {\"equity_curve\": 0.067, \"index\": 229}, {\"equity_curve\": 0.059, \"index\": 230}, {\"equity_curve\": 0.064, \"index\": 231}, {\"equity_curve\": 0.06, \"index\": 232}, {\"equity_curve\": 0.062, \"index\": 233}, {\"equity_curve\": 0.062, \"index\": 234}, {\"equity_curve\": 0.061, \"index\": 235}, {\"equity_curve\": 0.068, \"index\": 236}, {\"equity_curve\": 0.07, \"index\": 237}, {\"equity_curve\": 0.068, \"index\": 238}, {\"equity_curve\": 0.065, \"index\": 239}, {\"equity_curve\": 0.066, \"index\": 240}, {\"equity_curve\": 0.055, \"index\": 241}, {\"equity_curve\": 0.061, \"index\": 242}, {\"equity_curve\": 0.065, \"index\": 243}, {\"equity_curve\": 0.067, \"index\": 244}, {\"equity_curve\": 0.063, \"index\": 245}, {\"equity_curve\": 0.064, \"index\": 246}, {\"equity_curve\": 0.061, \"index\": 247}, {\"equity_curve\": 0.063, \"index\": 248}, {\"equity_curve\": 0.062, \"index\": 249}, {\"equity_curve\": 0.065, \"index\": 250}, {\"equity_curve\": 0.064, \"index\": 251}, {\"equity_curve\": 0.067, \"index\": 252}, {\"equity_curve\": 0.069, \"index\": 253}, {\"equity_curve\": 0.069, \"index\": 254}, {\"equity_curve\": 0.07, \"index\": 255}, {\"equity_curve\": 0.069, \"index\": 256}, {\"equity_curve\": 0.068, \"index\": 257}, {\"equity_curve\": 0.068, \"index\": 258}, {\"equity_curve\": 0.07, \"index\": 259}, {\"equity_curve\": 0.07, \"index\": 260}, {\"equity_curve\": 0.074, \"index\": 261}, {\"equity_curve\": 0.072, \"index\": 262}, {\"equity_curve\": 0.071, \"index\": 263}, {\"equity_curve\": 0.073, \"index\": 264}, {\"equity_curve\": 0.072, \"index\": 265}, {\"equity_curve\": 0.073, \"index\": 266}, {\"equity_curve\": 0.072, \"index\": 267}, {\"equity_curve\": 0.072, \"index\": 268}, {\"equity_curve\": 0.073, \"index\": 269}, {\"equity_curve\": 0.074, \"index\": 270}, {\"equity_curve\": 0.071, \"index\": 271}, {\"equity_curve\": 0.072, \"index\": 272}, {\"equity_curve\": 0.072, \"index\": 273}, {\"equity_curve\": 0.071, \"index\": 274}, {\"equity_curve\": 0.071, \"index\": 275}, {\"equity_curve\": 0.073, \"index\": 276}, {\"equity_curve\": 0.075, \"index\": 277}, {\"equity_curve\": 0.073, \"index\": 278}, {\"equity_curve\": 0.074, \"index\": 279}, {\"equity_curve\": 0.074, \"index\": 280}, {\"equity_curve\": 0.074, \"index\": 281}, {\"equity_curve\": 0.073, \"index\": 282}, {\"equity_curve\": 0.071, \"index\": 283}, {\"equity_curve\": 0.071, \"index\": 284}, {\"equity_curve\": 0.073, \"index\": 285}, {\"equity_curve\": 0.072, \"index\": 286}, {\"equity_curve\": 0.073, \"index\": 287}, {\"equity_curve\": 0.074, \"index\": 288}, {\"equity_curve\": 0.075, \"index\": 289}, {\"equity_curve\": 0.077, \"index\": 290}, {\"equity_curve\": 0.081, \"index\": 291}, {\"equity_curve\": 0.082, \"index\": 292}, {\"equity_curve\": 0.083, \"index\": 293}, {\"equity_curve\": 0.083, \"index\": 294}, {\"equity_curve\": 0.081, \"index\": 295}, {\"equity_curve\": 0.086, \"index\": 296}, {\"equity_curve\": 0.087, \"index\": 297}, {\"equity_curve\": 0.088, \"index\": 298}, {\"equity_curve\": 0.086, \"index\": 299}, {\"equity_curve\": 0.085, \"index\": 300}, {\"equity_curve\": 0.088, \"index\": 301}, {\"equity_curve\": 0.087, \"index\": 302}, {\"equity_curve\": 0.087, \"index\": 303}, {\"equity_curve\": 0.09, \"index\": 304}, {\"equity_curve\": 0.089, \"index\": 305}, {\"equity_curve\": 0.085, \"index\": 306}, {\"equity_curve\": 0.086, \"index\": 307}, {\"equity_curve\": 0.085, \"index\": 308}, {\"equity_curve\": 0.084, \"index\": 309}, {\"equity_curve\": 0.084, \"index\": 310}, {\"equity_curve\": 0.084, \"index\": 311}, {\"equity_curve\": 0.081, \"index\": 312}, {\"equity_curve\": 0.077, \"index\": 313}, {\"equity_curve\": 0.078, \"index\": 314}, {\"equity_curve\": 0.077, \"index\": 315}, {\"equity_curve\": 0.074, \"index\": 316}, {\"equity_curve\": 0.075, \"index\": 317}, {\"equity_curve\": 0.078, \"index\": 318}, {\"equity_curve\": 0.077, \"index\": 319}, {\"equity_curve\": 0.078, \"index\": 320}, {\"equity_curve\": 0.076, \"index\": 321}, {\"equity_curve\": 0.078, \"index\": 322}, {\"equity_curve\": 0.077, \"index\": 323}, {\"equity_curve\": 0.075, \"index\": 324}, {\"equity_curve\": 0.078, \"index\": 325}, {\"equity_curve\": 0.083, \"index\": 326}, {\"equity_curve\": 0.081, \"index\": 327}, {\"equity_curve\": 0.079, \"index\": 328}, {\"equity_curve\": 0.079, \"index\": 329}, {\"equity_curve\": 0.08, \"index\": 330}, {\"equity_curve\": 0.08, \"index\": 331}, {\"equity_curve\": 0.079, \"index\": 332}, {\"equity_curve\": 0.075, \"index\": 333}, {\"equity_curve\": 0.077, \"index\": 334}, {\"equity_curve\": 0.08, \"index\": 335}, {\"equity_curve\": 0.078, \"index\": 336}, {\"equity_curve\": 0.071, \"index\": 337}, {\"equity_curve\": 0.067, \"index\": 338}, {\"equity_curve\": 0.07, \"index\": 339}, {\"equity_curve\": 0.07, \"index\": 340}, {\"equity_curve\": 0.071, \"index\": 341}, {\"equity_curve\": 0.071, \"index\": 342}, {\"equity_curve\": 0.071, \"index\": 343}, {\"equity_curve\": 0.071, \"index\": 344}, {\"equity_curve\": 0.073, \"index\": 345}, {\"equity_curve\": 0.074, \"index\": 346}, {\"equity_curve\": 0.073, \"index\": 347}, {\"equity_curve\": 0.073, \"index\": 348}, {\"equity_curve\": 0.075, \"index\": 349}, {\"equity_curve\": 0.076, \"index\": 350}, {\"equity_curve\": 0.075, \"index\": 351}, {\"equity_curve\": 0.075, \"index\": 352}, {\"equity_curve\": 0.077, \"index\": 353}, {\"equity_curve\": 0.076, \"index\": 354}, {\"equity_curve\": 0.078, \"index\": 355}, {\"equity_curve\": 0.076, \"index\": 356}, {\"equity_curve\": 0.075, \"index\": 357}, {\"equity_curve\": 0.071, \"index\": 358}, {\"equity_curve\": 0.072, \"index\": 359}, {\"equity_curve\": 0.072, \"index\": 360}, {\"equity_curve\": 0.081, \"index\": 361}, {\"equity_curve\": 0.075, \"index\": 362}, {\"equity_curve\": 0.077, \"index\": 363}, {\"equity_curve\": 0.077, \"index\": 364}, {\"equity_curve\": 0.066, \"index\": 365}, {\"equity_curve\": 0.07, \"index\": 366}, {\"equity_curve\": 0.072, \"index\": 367}, {\"equity_curve\": 0.071, \"index\": 368}, {\"equity_curve\": 0.072, \"index\": 369}, {\"equity_curve\": 0.075, \"index\": 370}, {\"equity_curve\": 0.08, \"index\": 371}, {\"equity_curve\": 0.083, \"index\": 372}, {\"equity_curve\": 0.08, \"index\": 373}, {\"equity_curve\": 0.08, \"index\": 374}, {\"equity_curve\": 0.08, \"index\": 375}, {\"equity_curve\": 0.079, \"index\": 376}, {\"equity_curve\": 0.081, \"index\": 377}, {\"equity_curve\": 0.081, \"index\": 378}, {\"equity_curve\": 0.08, \"index\": 379}, {\"equity_curve\": 0.081, \"index\": 380}, {\"equity_curve\": 0.08, \"index\": 381}, {\"equity_curve\": 0.079, \"index\": 382}, {\"equity_curve\": 0.081, \"index\": 383}, {\"equity_curve\": 0.08, \"index\": 384}, {\"equity_curve\": 0.075, \"index\": 385}, {\"equity_curve\": 0.078, \"index\": 386}, {\"equity_curve\": 0.08, \"index\": 387}, {\"equity_curve\": 0.087, \"index\": 388}, {\"equity_curve\": 0.086, \"index\": 389}, {\"equity_curve\": 0.078, \"index\": 390}, {\"equity_curve\": 0.076, \"index\": 391}, {\"equity_curve\": 0.076, \"index\": 392}, {\"equity_curve\": 0.071, \"index\": 393}, {\"equity_curve\": 0.069, \"index\": 394}, {\"equity_curve\": 0.066, \"index\": 395}, {\"equity_curve\": 0.066, \"index\": 396}, {\"equity_curve\": 0.071, \"index\": 397}, {\"equity_curve\": 0.068, \"index\": 398}, {\"equity_curve\": 0.068, \"index\": 399}, {\"equity_curve\": 0.067, \"index\": 400}, {\"equity_curve\": 0.063, \"index\": 401}, {\"equity_curve\": 0.062, \"index\": 402}, {\"equity_curve\": 0.058, \"index\": 403}, {\"equity_curve\": 0.061, \"index\": 404}, {\"equity_curve\": 0.06, \"index\": 405}, {\"equity_curve\": 0.055, \"index\": 406}, {\"equity_curve\": 0.059, \"index\": 407}, {\"equity_curve\": 0.071, \"index\": 408}, {\"equity_curve\": 0.06, \"index\": 409}, {\"equity_curve\": 0.057, \"index\": 410}, {\"equity_curve\": 0.06, \"index\": 411}, {\"equity_curve\": 0.055, \"index\": 412}, {\"equity_curve\": 0.05, \"index\": 413}, {\"equity_curve\": 0.046, \"index\": 414}, {\"equity_curve\": 0.051, \"index\": 415}, {\"equity_curve\": 0.05, \"index\": 416}, {\"equity_curve\": 0.057, \"index\": 417}, {\"equity_curve\": 0.058, \"index\": 418}, {\"equity_curve\": 0.063, \"index\": 419}, {\"equity_curve\": 0.062, \"index\": 420}, {\"equity_curve\": 0.061, \"index\": 421}, {\"equity_curve\": 0.063, \"index\": 422}, {\"equity_curve\": 0.064, \"index\": 423}, {\"equity_curve\": 0.064, \"index\": 424}, {\"equity_curve\": 0.062, \"index\": 425}, {\"equity_curve\": 0.064, \"index\": 426}, {\"equity_curve\": 0.061, \"index\": 427}, {\"equity_curve\": 0.061, \"index\": 428}, {\"equity_curve\": 0.06, \"index\": 429}, {\"equity_curve\": 0.062, \"index\": 430}, {\"equity_curve\": 0.061, \"index\": 431}, {\"equity_curve\": 0.059, \"index\": 432}, {\"equity_curve\": 0.056, \"index\": 433}, {\"equity_curve\": 0.054, \"index\": 434}, {\"equity_curve\": 0.057, \"index\": 435}, {\"equity_curve\": 0.053, \"index\": 436}, {\"equity_curve\": 0.057, \"index\": 437}, {\"equity_curve\": 0.056, \"index\": 438}, {\"equity_curve\": 0.061, \"index\": 439}, {\"equity_curve\": 0.061, \"index\": 440}, {\"equity_curve\": 0.061, \"index\": 441}, {\"equity_curve\": 0.059, \"index\": 442}, {\"equity_curve\": 0.062, \"index\": 443}, {\"equity_curve\": 0.063, \"index\": 444}, {\"equity_curve\": 0.06, \"index\": 445}, {\"equity_curve\": 0.061, \"index\": 446}, {\"equity_curve\": 0.062, \"index\": 447}, {\"equity_curve\": 0.063, \"index\": 448}, {\"equity_curve\": 0.062, \"index\": 449}, {\"equity_curve\": 0.064, \"index\": 450}, {\"equity_curve\": 0.064, \"index\": 451}, {\"equity_curve\": 0.063, \"index\": 452}, {\"equity_curve\": 0.065, \"index\": 453}, {\"equity_curve\": 0.065, \"index\": 454}, {\"equity_curve\": 0.066, \"index\": 455}, {\"equity_curve\": 0.066, \"index\": 456}, {\"equity_curve\": 0.064, \"index\": 457}, {\"equity_curve\": 0.066, \"index\": 458}, {\"equity_curve\": 0.066, \"index\": 459}, {\"equity_curve\": 0.067, \"index\": 460}, {\"equity_curve\": 0.07, \"index\": 461}, {\"equity_curve\": 0.069, \"index\": 462}, {\"equity_curve\": 0.07, \"index\": 463}, {\"equity_curve\": 0.07, \"index\": 464}, {\"equity_curve\": 0.069, \"index\": 465}, {\"equity_curve\": 0.068, \"index\": 466}, {\"equity_curve\": 0.074, \"index\": 467}, {\"equity_curve\": 0.072, \"index\": 468}, {\"equity_curve\": 0.071, \"index\": 469}, {\"equity_curve\": 0.069, \"index\": 470}, {\"equity_curve\": 0.068, \"index\": 471}, {\"equity_curve\": 0.068, \"index\": 472}, {\"equity_curve\": 0.068, \"index\": 473}, {\"equity_curve\": 0.07, \"index\": 474}, {\"equity_curve\": 0.069, \"index\": 475}, {\"equity_curve\": 0.067, \"index\": 476}, {\"equity_curve\": 0.066, \"index\": 477}, {\"equity_curve\": 0.069, \"index\": 478}, {\"equity_curve\": 0.068, \"index\": 479}, {\"equity_curve\": 0.072, \"index\": 480}, {\"equity_curve\": 0.071, \"index\": 481}, {\"equity_curve\": 0.07, \"index\": 482}, {\"equity_curve\": 0.074, \"index\": 483}, {\"equity_curve\": 0.073, \"index\": 484}, {\"equity_curve\": 0.075, \"index\": 485}, {\"equity_curve\": 0.074, \"index\": 486}, {\"equity_curve\": 0.074, \"index\": 487}, {\"equity_curve\": 0.077, \"index\": 488}, {\"equity_curve\": 0.079, \"index\": 489}, {\"equity_curve\": 0.076, \"index\": 490}, {\"equity_curve\": 0.075, \"index\": 491}, {\"equity_curve\": 0.073, \"index\": 492}, {\"equity_curve\": 0.073, \"index\": 493}, {\"equity_curve\": 0.069, \"index\": 494}, {\"equity_curve\": 0.07, \"index\": 495}, {\"equity_curve\": 0.071, \"index\": 496}, {\"equity_curve\": 0.069, \"index\": 497}, {\"equity_curve\": 0.067, \"index\": 498}, {\"equity_curve\": 0.07, \"index\": 499}, {\"equity_curve\": 0.073, \"index\": 500}, {\"equity_curve\": 0.075, \"index\": 501}, {\"equity_curve\": 0.075, \"index\": 502}, {\"equity_curve\": 0.067, \"index\": 503}, {\"equity_curve\": 0.071, \"index\": 504}, {\"equity_curve\": 0.059, \"index\": 505}, {\"equity_curve\": 0.06, \"index\": 506}, {\"equity_curve\": 0.062, \"index\": 507}, {\"equity_curve\": 0.066, \"index\": 508}, {\"equity_curve\": 0.066, \"index\": 509}, {\"equity_curve\": 0.066, \"index\": 510}, {\"equity_curve\": 0.067, \"index\": 511}, {\"equity_curve\": 0.066, \"index\": 512}, {\"equity_curve\": 0.069, \"index\": 513}, {\"equity_curve\": 0.071, \"index\": 514}, {\"equity_curve\": 0.073, \"index\": 515}, {\"equity_curve\": 0.072, \"index\": 516}, {\"equity_curve\": 0.071, \"index\": 517}, {\"equity_curve\": 0.07, \"index\": 518}, {\"equity_curve\": 0.069, \"index\": 519}, {\"equity_curve\": 0.075, \"index\": 520}, {\"equity_curve\": 0.075, \"index\": 521}, {\"equity_curve\": 0.073, \"index\": 522}, {\"equity_curve\": 0.071, \"index\": 523}, {\"equity_curve\": 0.072, \"index\": 524}, {\"equity_curve\": 0.072, \"index\": 525}, {\"equity_curve\": 0.073, \"index\": 526}, {\"equity_curve\": 0.071, \"index\": 527}, {\"equity_curve\": 0.074, \"index\": 528}, {\"equity_curve\": 0.082, \"index\": 529}, {\"equity_curve\": 0.08, \"index\": 530}, {\"equity_curve\": 0.082, \"index\": 531}, {\"equity_curve\": 0.086, \"index\": 532}, {\"equity_curve\": 0.085, \"index\": 533}, {\"equity_curve\": 0.086, \"index\": 534}, {\"equity_curve\": 0.084, \"index\": 535}, {\"equity_curve\": 0.084, \"index\": 536}, {\"equity_curve\": 0.085, \"index\": 537}, {\"equity_curve\": 0.084, \"index\": 538}, {\"equity_curve\": 0.083, \"index\": 539}, {\"equity_curve\": 0.082, \"index\": 540}, {\"equity_curve\": 0.08, \"index\": 541}, {\"equity_curve\": 0.08, \"index\": 542}, {\"equity_curve\": 0.078, \"index\": 543}, {\"equity_curve\": 0.08, \"index\": 544}, {\"equity_curve\": 0.081, \"index\": 545}, {\"equity_curve\": 0.082, \"index\": 546}, {\"equity_curve\": 0.084, \"index\": 547}, {\"equity_curve\": 0.084, \"index\": 548}, {\"equity_curve\": 0.095, \"index\": 549}, {\"equity_curve\": 0.097, \"index\": 550}, {\"equity_curve\": 0.098, \"index\": 551}, {\"equity_curve\": 0.101, \"index\": 552}, {\"equity_curve\": 0.098, \"index\": 553}, {\"equity_curve\": 0.101, \"index\": 554}, {\"equity_curve\": 0.097, \"index\": 555}, {\"equity_curve\": 0.099, \"index\": 556}, {\"equity_curve\": 0.1, \"index\": 557}, {\"equity_curve\": 0.108, \"index\": 558}, {\"equity_curve\": 0.105, \"index\": 559}, {\"equity_curve\": 0.106, \"index\": 560}, {\"equity_curve\": 0.11, \"index\": 561}, {\"equity_curve\": 0.109, \"index\": 562}, {\"equity_curve\": 0.111, \"index\": 563}, {\"equity_curve\": 0.108, \"index\": 564}, {\"equity_curve\": 0.106, \"index\": 565}, {\"equity_curve\": 0.106, \"index\": 566}, {\"equity_curve\": 0.106, \"index\": 567}, {\"equity_curve\": 0.105, \"index\": 568}, {\"equity_curve\": 0.106, \"index\": 569}, {\"equity_curve\": 0.107, \"index\": 570}, {\"equity_curve\": 0.105, \"index\": 571}, {\"equity_curve\": 0.106, \"index\": 572}, {\"equity_curve\": 0.105, \"index\": 573}, {\"equity_curve\": 0.108, \"index\": 574}, {\"equity_curve\": 0.104, \"index\": 575}, {\"equity_curve\": 0.101, \"index\": 576}, {\"equity_curve\": 0.097, \"index\": 577}, {\"equity_curve\": 0.1, \"index\": 578}, {\"equity_curve\": 0.1, \"index\": 579}, {\"equity_curve\": 0.104, \"index\": 580}, {\"equity_curve\": 0.102, \"index\": 581}, {\"equity_curve\": 0.103, \"index\": 582}, {\"equity_curve\": 0.107, \"index\": 583}, {\"equity_curve\": 0.107, \"index\": 584}, {\"equity_curve\": 0.108, \"index\": 585}, {\"equity_curve\": 0.106, \"index\": 586}, {\"equity_curve\": 0.105, \"index\": 587}, {\"equity_curve\": 0.105, \"index\": 588}, {\"equity_curve\": 0.103, \"index\": 589}, {\"equity_curve\": 0.103, \"index\": 590}, {\"equity_curve\": 0.104, \"index\": 591}, {\"equity_curve\": 0.106, \"index\": 592}, {\"equity_curve\": 0.106, \"index\": 593}, {\"equity_curve\": 0.106, \"index\": 594}, {\"equity_curve\": 0.11, \"index\": 595}, {\"equity_curve\": 0.113, \"index\": 596}, {\"equity_curve\": 0.114, \"index\": 597}, {\"equity_curve\": 0.116, \"index\": 598}, {\"equity_curve\": 0.116, \"index\": 599}, {\"equity_curve\": 0.115, \"index\": 600}, {\"equity_curve\": 0.115, \"index\": 601}, {\"equity_curve\": 0.115, \"index\": 602}, {\"equity_curve\": 0.112, \"index\": 603}, {\"equity_curve\": 0.113, \"index\": 604}, {\"equity_curve\": 0.112, \"index\": 605}, {\"equity_curve\": 0.112, \"index\": 606}, {\"equity_curve\": 0.114, \"index\": 607}, {\"equity_curve\": 0.111, \"index\": 608}, {\"equity_curve\": 0.112, \"index\": 609}, {\"equity_curve\": 0.111, \"index\": 610}, {\"equity_curve\": 0.113, \"index\": 611}, {\"equity_curve\": 0.112, \"index\": 612}, {\"equity_curve\": 0.118, \"index\": 613}, {\"equity_curve\": 0.128, \"index\": 614}, {\"equity_curve\": 0.129, \"index\": 615}, {\"equity_curve\": 0.133, \"index\": 616}, {\"equity_curve\": 0.133, \"index\": 617}, {\"equity_curve\": 0.131, \"index\": 618}, {\"equity_curve\": 0.135, \"index\": 619}, {\"equity_curve\": 0.135, \"index\": 620}, {\"equity_curve\": 0.137, \"index\": 621}, {\"equity_curve\": 0.14, \"index\": 622}, {\"equity_curve\": 0.141, \"index\": 623}, {\"equity_curve\": 0.141, \"index\": 624}, {\"equity_curve\": 0.143, \"index\": 625}, {\"equity_curve\": 0.144, \"index\": 626}, {\"equity_curve\": 0.145, \"index\": 627}, {\"equity_curve\": 0.143, \"index\": 628}, {\"equity_curve\": 0.144, \"index\": 629}, {\"equity_curve\": 0.144, \"index\": 630}, {\"equity_curve\": 0.142, \"index\": 631}, {\"equity_curve\": 0.145, \"index\": 632}, {\"equity_curve\": 0.148, \"index\": 633}, {\"equity_curve\": 0.146, \"index\": 634}, {\"equity_curve\": 0.148, \"index\": 635}, {\"equity_curve\": 0.156, \"index\": 636}, {\"equity_curve\": 0.17, \"index\": 637}, {\"equity_curve\": 0.172, \"index\": 638}, {\"equity_curve\": 0.169, \"index\": 639}, {\"equity_curve\": 0.168, \"index\": 640}, {\"equity_curve\": 0.166, \"index\": 641}, {\"equity_curve\": 0.16, \"index\": 642}, {\"equity_curve\": 0.161, \"index\": 643}, {\"equity_curve\": 0.159, \"index\": 644}, {\"equity_curve\": 0.157, \"index\": 645}, {\"equity_curve\": 0.152, \"index\": 646}, {\"equity_curve\": 0.144, \"index\": 647}, {\"equity_curve\": 0.147, \"index\": 648}, {\"equity_curve\": 0.149, \"index\": 649}, {\"equity_curve\": 0.15, \"index\": 650}, {\"equity_curve\": 0.147, \"index\": 651}, {\"equity_curve\": 0.143, \"index\": 652}, {\"equity_curve\": 0.145, \"index\": 653}, {\"equity_curve\": 0.139, \"index\": 654}, {\"equity_curve\": 0.137, \"index\": 655}, {\"equity_curve\": 0.136, \"index\": 656}, {\"equity_curve\": 0.138, \"index\": 657}, {\"equity_curve\": 0.136, \"index\": 658}, {\"equity_curve\": 0.138, \"index\": 659}, {\"equity_curve\": 0.138, \"index\": 660}, {\"equity_curve\": 0.139, \"index\": 661}, {\"equity_curve\": 0.137, \"index\": 662}, {\"equity_curve\": 0.139, \"index\": 663}, {\"equity_curve\": 0.137, \"index\": 664}, {\"equity_curve\": 0.137, \"index\": 665}, {\"equity_curve\": 0.138, \"index\": 666}, {\"equity_curve\": 0.137, \"index\": 667}, {\"equity_curve\": 0.134, \"index\": 668}, {\"equity_curve\": 0.134, \"index\": 669}, {\"equity_curve\": 0.135, \"index\": 670}, {\"equity_curve\": 0.141, \"index\": 671}, {\"equity_curve\": 0.137, \"index\": 672}, {\"equity_curve\": 0.132, \"index\": 673}, {\"equity_curve\": 0.136, \"index\": 674}, {\"equity_curve\": 0.139, \"index\": 675}, {\"equity_curve\": 0.142, \"index\": 676}, {\"equity_curve\": 0.142, \"index\": 677}, {\"equity_curve\": 0.145, \"index\": 678}, {\"equity_curve\": 0.149, \"index\": 679}, {\"equity_curve\": 0.147, \"index\": 680}, {\"equity_curve\": 0.145, \"index\": 681}, {\"equity_curve\": 0.146, \"index\": 682}, {\"equity_curve\": 0.142, \"index\": 683}, {\"equity_curve\": 0.14, \"index\": 684}, {\"equity_curve\": 0.141, \"index\": 685}, {\"equity_curve\": 0.14, \"index\": 686}, {\"equity_curve\": 0.139, \"index\": 687}, {\"equity_curve\": 0.137, \"index\": 688}, {\"equity_curve\": 0.14, \"index\": 689}, {\"equity_curve\": 0.141, \"index\": 690}, {\"equity_curve\": 0.137, \"index\": 691}, {\"equity_curve\": 0.138, \"index\": 692}, {\"equity_curve\": 0.135, \"index\": 693}, {\"equity_curve\": 0.135, \"index\": 694}, {\"equity_curve\": 0.137, \"index\": 695}, {\"equity_curve\": 0.15, \"index\": 696}, {\"equity_curve\": 0.143, \"index\": 697}, {\"equity_curve\": 0.143, \"index\": 698}, {\"equity_curve\": 0.147, \"index\": 699}, {\"equity_curve\": 0.15, \"index\": 700}, {\"equity_curve\": 0.151, \"index\": 701}, {\"equity_curve\": 0.142, \"index\": 702}, {\"equity_curve\": 0.144, \"index\": 703}, {\"equity_curve\": 0.146, \"index\": 704}, {\"equity_curve\": 0.149, \"index\": 705}, {\"equity_curve\": 0.152, \"index\": 706}, {\"equity_curve\": 0.148, \"index\": 707}, {\"equity_curve\": 0.152, \"index\": 708}, {\"equity_curve\": 0.149, \"index\": 709}, {\"equity_curve\": 0.147, \"index\": 710}, {\"equity_curve\": 0.144, \"index\": 711}, {\"equity_curve\": 0.137, \"index\": 712}, {\"equity_curve\": 0.134, \"index\": 713}, {\"equity_curve\": 0.133, \"index\": 714}, {\"equity_curve\": 0.132, \"index\": 715}, {\"equity_curve\": 0.132, \"index\": 716}, {\"equity_curve\": 0.127, \"index\": 717}, {\"equity_curve\": 0.127, \"index\": 718}, {\"equity_curve\": 0.109, \"index\": 719}, {\"equity_curve\": 0.105, \"index\": 720}, {\"equity_curve\": 0.108, \"index\": 721}, {\"equity_curve\": 0.104, \"index\": 722}, {\"equity_curve\": 0.107, \"index\": 723}, {\"equity_curve\": 0.107, \"index\": 724}, {\"equity_curve\": 0.109, \"index\": 725}, {\"equity_curve\": 0.107, \"index\": 726}, {\"equity_curve\": 0.107, \"index\": 727}, {\"equity_curve\": 0.107, \"index\": 728}, {\"equity_curve\": 0.11, \"index\": 729}, {\"equity_curve\": 0.11, \"index\": 730}, {\"equity_curve\": 0.111, \"index\": 731}, {\"equity_curve\": 0.116, \"index\": 732}, {\"equity_curve\": 0.116, \"index\": 733}, {\"equity_curve\": 0.113, \"index\": 734}, {\"equity_curve\": 0.112, \"index\": 735}, {\"equity_curve\": 0.114, \"index\": 736}, {\"equity_curve\": 0.114, \"index\": 737}, {\"equity_curve\": 0.113, \"index\": 738}, {\"equity_curve\": 0.113, \"index\": 739}, {\"equity_curve\": 0.111, \"index\": 740}, {\"equity_curve\": 0.113, \"index\": 741}, {\"equity_curve\": 0.114, \"index\": 742}, {\"equity_curve\": 0.111, \"index\": 743}, {\"equity_curve\": 0.103, \"index\": 744}, {\"equity_curve\": 0.1, \"index\": 745}, {\"equity_curve\": 0.099, \"index\": 746}, {\"equity_curve\": 0.1, \"index\": 747}, {\"equity_curve\": 0.102, \"index\": 748}, {\"equity_curve\": 0.098, \"index\": 749}, {\"equity_curve\": 0.096, \"index\": 750}, {\"equity_curve\": 0.099, \"index\": 751}, {\"equity_curve\": 0.099, \"index\": 752}, {\"equity_curve\": 0.103, \"index\": 753}, {\"equity_curve\": 0.1, \"index\": 754}, {\"equity_curve\": 0.096, \"index\": 755}, {\"equity_curve\": 0.097, \"index\": 756}, {\"equity_curve\": 0.099, \"index\": 757}, {\"equity_curve\": 0.099, \"index\": 758}, {\"equity_curve\": 0.102, \"index\": 759}, {\"equity_curve\": 0.1, \"index\": 760}, {\"equity_curve\": 0.102, \"index\": 761}, {\"equity_curve\": 0.104, \"index\": 762}, {\"equity_curve\": 0.104, \"index\": 763}, {\"equity_curve\": 0.101, \"index\": 764}, {\"equity_curve\": 0.102, \"index\": 765}, {\"equity_curve\": 0.102, \"index\": 766}, {\"equity_curve\": 0.105, \"index\": 767}, {\"equity_curve\": 0.104, \"index\": 768}, {\"equity_curve\": 0.103, \"index\": 769}, {\"equity_curve\": 0.102, \"index\": 770}, {\"equity_curve\": 0.103, \"index\": 771}, {\"equity_curve\": 0.102, \"index\": 772}, {\"equity_curve\": 0.102, \"index\": 773}, {\"equity_curve\": 0.102, \"index\": 774}, {\"equity_curve\": 0.102, \"index\": 775}, {\"equity_curve\": 0.1, \"index\": 776}, {\"equity_curve\": 0.1, \"index\": 777}, {\"equity_curve\": 0.099, \"index\": 778}, {\"equity_curve\": 0.098, \"index\": 779}, {\"equity_curve\": 0.1, \"index\": 780}, {\"equity_curve\": 0.101, \"index\": 781}, {\"equity_curve\": 0.102, \"index\": 782}, {\"equity_curve\": 0.105, \"index\": 783}, {\"equity_curve\": 0.105, \"index\": 784}, {\"equity_curve\": 0.105, \"index\": 785}, {\"equity_curve\": 0.106, \"index\": 786}, {\"equity_curve\": 0.109, \"index\": 787}, {\"equity_curve\": 0.109, \"index\": 788}, {\"equity_curve\": 0.108, \"index\": 789}, {\"equity_curve\": 0.107, \"index\": 790}, {\"equity_curve\": 0.106, \"index\": 791}, {\"equity_curve\": 0.108, \"index\": 792}, {\"equity_curve\": 0.106, \"index\": 793}, {\"equity_curve\": 0.107, \"index\": 794}, {\"equity_curve\": 0.103, \"index\": 795}, {\"equity_curve\": 0.104, \"index\": 796}, {\"equity_curve\": 0.101, \"index\": 797}, {\"equity_curve\": 0.101, \"index\": 798}, {\"equity_curve\": 0.101, \"index\": 799}, {\"equity_curve\": 0.102, \"index\": 800}, {\"equity_curve\": 0.104, \"index\": 801}, {\"equity_curve\": 0.1, \"index\": 802}, {\"equity_curve\": 0.099, \"index\": 803}, {\"equity_curve\": 0.09, \"index\": 804}, {\"equity_curve\": 0.083, \"index\": 805}, {\"equity_curve\": 0.082, \"index\": 806}, {\"equity_curve\": 0.083, \"index\": 807}, {\"equity_curve\": 0.085, \"index\": 808}, {\"equity_curve\": 0.081, \"index\": 809}, {\"equity_curve\": 0.081, \"index\": 810}, {\"equity_curve\": 0.08, \"index\": 811}, {\"equity_curve\": 0.079, \"index\": 812}, {\"equity_curve\": 0.079, \"index\": 813}, {\"equity_curve\": 0.078, \"index\": 814}, {\"equity_curve\": 0.083, \"index\": 815}, {\"equity_curve\": 0.077, \"index\": 816}, {\"equity_curve\": 0.071, \"index\": 817}, {\"equity_curve\": 0.075, \"index\": 818}, {\"equity_curve\": 0.077, \"index\": 819}, {\"equity_curve\": 0.073, \"index\": 820}, {\"equity_curve\": 0.073, \"index\": 821}, {\"equity_curve\": 0.074, \"index\": 822}, {\"equity_curve\": 0.075, \"index\": 823}, {\"equity_curve\": 0.077, \"index\": 824}, {\"equity_curve\": 0.075, \"index\": 825}, {\"equity_curve\": 0.074, \"index\": 826}, {\"equity_curve\": 0.076, \"index\": 827}, {\"equity_curve\": 0.07, \"index\": 828}, {\"equity_curve\": 0.07, \"index\": 829}, {\"equity_curve\": 0.062, \"index\": 830}, {\"equity_curve\": 0.066, \"index\": 831}, {\"equity_curve\": 0.064, \"index\": 832}, {\"equity_curve\": 0.063, \"index\": 833}, {\"equity_curve\": 0.063, \"index\": 834}, {\"equity_curve\": 0.065, \"index\": 835}, {\"equity_curve\": 0.066, \"index\": 836}, {\"equity_curve\": 0.067, \"index\": 837}, {\"equity_curve\": 0.068, \"index\": 838}, {\"equity_curve\": 0.068, \"index\": 839}, {\"equity_curve\": 0.065, \"index\": 840}, {\"equity_curve\": 0.053, \"index\": 841}, {\"equity_curve\": 0.052, \"index\": 842}, {\"equity_curve\": 0.049, \"index\": 843}, {\"equity_curve\": 0.05, \"index\": 844}, {\"equity_curve\": 0.046, \"index\": 845}, {\"equity_curve\": 0.047, \"index\": 846}, {\"equity_curve\": 0.051, \"index\": 847}, {\"equity_curve\": 0.049, \"index\": 848}, {\"equity_curve\": 0.051, \"index\": 849}, {\"equity_curve\": 0.049, \"index\": 850}, {\"equity_curve\": 0.052, \"index\": 851}, {\"equity_curve\": 0.05, \"index\": 852}, {\"equity_curve\": 0.046, \"index\": 853}, {\"equity_curve\": 0.047, \"index\": 854}, {\"equity_curve\": 0.046, \"index\": 855}, {\"equity_curve\": 0.047, \"index\": 856}, {\"equity_curve\": 0.046, \"index\": 857}, {\"equity_curve\": 0.045, \"index\": 858}, {\"equity_curve\": 0.049, \"index\": 859}, {\"equity_curve\": 0.047, \"index\": 860}, {\"equity_curve\": 0.046, \"index\": 861}, {\"equity_curve\": 0.045, \"index\": 862}, {\"equity_curve\": 0.045, \"index\": 863}, {\"equity_curve\": 0.036, \"index\": 864}, {\"equity_curve\": 0.043, \"index\": 865}, {\"equity_curve\": 0.042, \"index\": 866}, {\"equity_curve\": 0.037, \"index\": 867}, {\"equity_curve\": 0.041, \"index\": 868}, {\"equity_curve\": 0.047, \"index\": 869}, {\"equity_curve\": 0.04, \"index\": 870}, {\"equity_curve\": 0.041, \"index\": 871}, {\"equity_curve\": 0.041, \"index\": 872}, {\"equity_curve\": 0.043, \"index\": 873}, {\"equity_curve\": 0.041, \"index\": 874}, {\"equity_curve\": 0.041, \"index\": 875}, {\"equity_curve\": 0.045, \"index\": 876}, {\"equity_curve\": 0.039, \"index\": 877}, {\"equity_curve\": 0.039, \"index\": 878}, {\"equity_curve\": 0.038, \"index\": 879}, {\"equity_curve\": 0.04, \"index\": 880}, {\"equity_curve\": 0.038, \"index\": 881}, {\"equity_curve\": 0.039, \"index\": 882}, {\"equity_curve\": 0.036, \"index\": 883}, {\"equity_curve\": 0.034, \"index\": 884}, {\"equity_curve\": 0.034, \"index\": 885}, {\"equity_curve\": 0.032, \"index\": 886}, {\"equity_curve\": 0.032, \"index\": 887}, {\"equity_curve\": 0.035, \"index\": 888}, {\"equity_curve\": 0.033, \"index\": 889}, {\"equity_curve\": 0.038, \"index\": 890}, {\"equity_curve\": 0.034, \"index\": 891}, {\"equity_curve\": 0.034, \"index\": 892}, {\"equity_curve\": 0.036, \"index\": 893}, {\"equity_curve\": 0.032, \"index\": 894}, {\"equity_curve\": 0.035, \"index\": 895}, {\"equity_curve\": 0.036, \"index\": 896}, {\"equity_curve\": 0.035, \"index\": 897}, {\"equity_curve\": 0.035, \"index\": 898}, {\"equity_curve\": 0.036, \"index\": 899}, {\"equity_curve\": 0.038, \"index\": 900}, {\"equity_curve\": 0.041, \"index\": 901}, {\"equity_curve\": 0.039, \"index\": 902}, {\"equity_curve\": 0.04, \"index\": 903}, {\"equity_curve\": 0.043, \"index\": 904}, {\"equity_curve\": 0.041, \"index\": 905}, {\"equity_curve\": 0.04, \"index\": 906}, {\"equity_curve\": 0.039, \"index\": 907}, {\"equity_curve\": 0.04, \"index\": 908}, {\"equity_curve\": 0.035, \"index\": 909}, {\"equity_curve\": 0.033, \"index\": 910}, {\"equity_curve\": 0.034, \"index\": 911}, {\"equity_curve\": 0.035, \"index\": 912}, {\"equity_curve\": 0.064, \"index\": 913}, {\"equity_curve\": 0.069, \"index\": 914}, {\"equity_curve\": 0.071, \"index\": 915}, {\"equity_curve\": 0.063, \"index\": 916}, {\"equity_curve\": 0.061, \"index\": 917}, {\"equity_curve\": 0.062, \"index\": 918}, {\"equity_curve\": 0.066, \"index\": 919}, {\"equity_curve\": 0.065, \"index\": 920}, {\"equity_curve\": 0.068, \"index\": 921}, {\"equity_curve\": 0.069, \"index\": 922}, {\"equity_curve\": 0.069, \"index\": 923}, {\"equity_curve\": 0.065, \"index\": 924}, {\"equity_curve\": 0.061, \"index\": 925}, {\"equity_curve\": 0.057, \"index\": 926}, {\"equity_curve\": 0.061, \"index\": 927}, {\"equity_curve\": 0.061, \"index\": 928}, {\"equity_curve\": 0.062, \"index\": 929}, {\"equity_curve\": 0.062, \"index\": 930}, {\"equity_curve\": 0.062, \"index\": 931}, {\"equity_curve\": 0.062, \"index\": 932}, {\"equity_curve\": 0.06, \"index\": 933}, {\"equity_curve\": 0.058, \"index\": 934}, {\"equity_curve\": 0.057, \"index\": 935}, {\"equity_curve\": 0.054, \"index\": 936}, {\"equity_curve\": 0.052, \"index\": 937}, {\"equity_curve\": 0.054, \"index\": 938}, {\"equity_curve\": 0.056, \"index\": 939}, {\"equity_curve\": 0.056, \"index\": 940}, {\"equity_curve\": 0.057, \"index\": 941}, {\"equity_curve\": 0.057, \"index\": 942}, {\"equity_curve\": 0.058, \"index\": 943}, {\"equity_curve\": 0.056, \"index\": 944}, {\"equity_curve\": 0.058, \"index\": 945}, {\"equity_curve\": 0.059, \"index\": 946}, {\"equity_curve\": 0.059, \"index\": 947}, {\"equity_curve\": 0.06, \"index\": 948}, {\"equity_curve\": 0.056, \"index\": 949}, {\"equity_curve\": 0.056, \"index\": 950}, {\"equity_curve\": 0.057, \"index\": 951}, {\"equity_curve\": 0.056, \"index\": 952}, {\"equity_curve\": 0.054, \"index\": 953}, {\"equity_curve\": 0.055, \"index\": 954}, {\"equity_curve\": 0.054, \"index\": 955}, {\"equity_curve\": 0.054, \"index\": 956}, {\"equity_curve\": 0.054, \"index\": 957}, {\"equity_curve\": 0.053, \"index\": 958}, {\"equity_curve\": 0.053, \"index\": 959}, {\"equity_curve\": 0.052, \"index\": 960}, {\"equity_curve\": 0.051, \"index\": 961}, {\"equity_curve\": 0.05, \"index\": 962}, {\"equity_curve\": 0.049, \"index\": 963}, {\"equity_curve\": 0.051, \"index\": 964}, {\"equity_curve\": 0.052, \"index\": 965}, {\"equity_curve\": 0.034, \"index\": 966}, {\"equity_curve\": 0.036, \"index\": 967}, {\"equity_curve\": 0.038, \"index\": 968}, {\"equity_curve\": 0.042, \"index\": 969}, {\"equity_curve\": 0.042, \"index\": 970}, {\"equity_curve\": 0.05, \"index\": 971}, {\"equity_curve\": 0.054, \"index\": 972}, {\"equity_curve\": 0.056, \"index\": 973}, {\"equity_curve\": 0.061, \"index\": 974}, {\"equity_curve\": 0.062, \"index\": 975}, {\"equity_curve\": 0.058, \"index\": 976}, {\"equity_curve\": 0.055, \"index\": 977}, {\"equity_curve\": 0.051, \"index\": 978}, {\"equity_curve\": 0.05, \"index\": 979}, {\"equity_curve\": 0.053, \"index\": 980}, {\"equity_curve\": 0.046, \"index\": 981}, {\"equity_curve\": 0.044, \"index\": 982}, {\"equity_curve\": 0.048, \"index\": 983}, {\"equity_curve\": 0.047, \"index\": 984}, {\"equity_curve\": 0.04, \"index\": 985}, {\"equity_curve\": 0.039, \"index\": 986}, {\"equity_curve\": 0.037, \"index\": 987}, {\"equity_curve\": 0.036, \"index\": 988}, {\"equity_curve\": 0.036, \"index\": 989}, {\"equity_curve\": 0.02, \"index\": 990}, {\"equity_curve\": 0.01, \"index\": 991}, {\"equity_curve\": 0.013, \"index\": 992}, {\"equity_curve\": 0.015, \"index\": 993}, {\"equity_curve\": 0.016, \"index\": 994}, {\"equity_curve\": 0.006, \"index\": 995}, {\"equity_curve\": 0.014, \"index\": 996}, {\"equity_curve\": 0.012, \"index\": 997}, {\"equity_curve\": 0.011, \"index\": 998}, {\"equity_curve\": 0.013, \"index\": 999}, {\"equity_curve\": 0.014, \"index\": 1000}, {\"equity_curve\": 0.012, \"index\": 1001}, {\"equity_curve\": 0.015, \"index\": 1002}, {\"equity_curve\": 0.013, \"index\": 1003}, {\"equity_curve\": 0.013, \"index\": 1004}, {\"equity_curve\": 0.014, \"index\": 1005}, {\"equity_curve\": 0.011, \"index\": 1006}, {\"equity_curve\": 0.014, \"index\": 1007}, {\"equity_curve\": 0.013, \"index\": 1008}, {\"equity_curve\": 0.01, \"index\": 1009}, {\"equity_curve\": 0.004, \"index\": 1010}, {\"equity_curve\": 0.009, \"index\": 1011}, {\"equity_curve\": 0.007, \"index\": 1012}, {\"equity_curve\": 0.001, \"index\": 1013}, {\"equity_curve\": 0.004, \"index\": 1014}, {\"equity_curve\": 0.002, \"index\": 1015}, {\"equity_curve\": -0.0, \"index\": 1016}, {\"equity_curve\": 0.003, \"index\": 1017}, {\"equity_curve\": 0.002, \"index\": 1018}, {\"equity_curve\": 0.005, \"index\": 1019}, {\"equity_curve\": 0.005, \"index\": 1020}, {\"equity_curve\": 0.003, \"index\": 1021}, {\"equity_curve\": 0.006, \"index\": 1022}, {\"equity_curve\": 0.007, \"index\": 1023}, {\"equity_curve\": 0.005, \"index\": 1024}, {\"equity_curve\": 0.002, \"index\": 1025}, {\"equity_curve\": -0.0, \"index\": 1026}, {\"equity_curve\": -0.0, \"index\": 1027}, {\"equity_curve\": 0.0, \"index\": 1028}, {\"equity_curve\": 0.002, \"index\": 1029}, {\"equity_curve\": 0.005, \"index\": 1030}, {\"equity_curve\": 0.005, \"index\": 1031}, {\"equity_curve\": 0.004, \"index\": 1032}, {\"equity_curve\": 0.007, \"index\": 1033}, {\"equity_curve\": 0.008, \"index\": 1034}, {\"equity_curve\": 0.008, \"index\": 1035}, {\"equity_curve\": 0.01, \"index\": 1036}, {\"equity_curve\": 0.006, \"index\": 1037}, {\"equity_curve\": 0.007, \"index\": 1038}, {\"equity_curve\": 0.01, \"index\": 1039}, {\"equity_curve\": 0.002, \"index\": 1040}, {\"equity_curve\": 0.003, \"index\": 1041}, {\"equity_curve\": 0.002, \"index\": 1042}, {\"equity_curve\": 0.003, \"index\": 1043}, {\"equity_curve\": 0.006, \"index\": 1044}, {\"equity_curve\": 0.004, \"index\": 1045}, {\"equity_curve\": 0.009, \"index\": 1046}, {\"equity_curve\": 0.017, \"index\": 1047}, {\"equity_curve\": 0.019, \"index\": 1048}, {\"equity_curve\": 0.015, \"index\": 1049}, {\"equity_curve\": 0.015, \"index\": 1050}, {\"equity_curve\": 0.015, \"index\": 1051}, {\"equity_curve\": 0.013, \"index\": 1052}, {\"equity_curve\": 0.015, \"index\": 1053}, {\"equity_curve\": 0.013, \"index\": 1054}, {\"equity_curve\": 0.016, \"index\": 1055}, {\"equity_curve\": 0.012, \"index\": 1056}, {\"equity_curve\": 0.015, \"index\": 1057}, {\"equity_curve\": 0.011, \"index\": 1058}, {\"equity_curve\": 0.014, \"index\": 1059}, {\"equity_curve\": 0.015, \"index\": 1060}, {\"equity_curve\": 0.014, \"index\": 1061}, {\"equity_curve\": 0.01, \"index\": 1062}, {\"equity_curve\": 0.01, \"index\": 1063}, {\"equity_curve\": 0.011, \"index\": 1064}, {\"equity_curve\": 0.014, \"index\": 1065}, {\"equity_curve\": 0.016, \"index\": 1066}, {\"equity_curve\": 0.019, \"index\": 1067}, {\"equity_curve\": 0.013, \"index\": 1068}, {\"equity_curve\": 0.012, \"index\": 1069}, {\"equity_curve\": 0.015, \"index\": 1070}, {\"equity_curve\": 0.013, \"index\": 1071}, {\"equity_curve\": 0.011, \"index\": 1072}, {\"equity_curve\": 0.011, \"index\": 1073}, {\"equity_curve\": -0.001, \"index\": 1074}, {\"equity_curve\": -0.004, \"index\": 1075}, {\"equity_curve\": -0.003, \"index\": 1076}, {\"equity_curve\": -0.001, \"index\": 1077}, {\"equity_curve\": 0.0, \"index\": 1078}, {\"equity_curve\": 0.006, \"index\": 1079}, {\"equity_curve\": -0.009, \"index\": 1080}, {\"equity_curve\": -0.001, \"index\": 1081}, {\"equity_curve\": 0.001, \"index\": 1082}, {\"equity_curve\": 0.004, \"index\": 1083}, {\"equity_curve\": 0.002, \"index\": 1084}, {\"equity_curve\": 0.005, \"index\": 1085}, {\"equity_curve\": 0.005, \"index\": 1086}, {\"equity_curve\": 0.001, \"index\": 1087}, {\"equity_curve\": 0.007, \"index\": 1088}, {\"equity_curve\": 0.007, \"index\": 1089}, {\"equity_curve\": 0.007, \"index\": 1090}, {\"equity_curve\": 0.006, \"index\": 1091}, {\"equity_curve\": -0.002, \"index\": 1092}, {\"equity_curve\": 0.001, \"index\": 1093}, {\"equity_curve\": 0.007, \"index\": 1094}, {\"equity_curve\": 0.007, \"index\": 1095}, {\"equity_curve\": 0.008, \"index\": 1096}, {\"equity_curve\": 0.008, \"index\": 1097}, {\"equity_curve\": 0.009, \"index\": 1098}, {\"equity_curve\": 0.01, \"index\": 1099}, {\"equity_curve\": 0.01, \"index\": 1100}, {\"equity_curve\": 0.009, \"index\": 1101}, {\"equity_curve\": 0.011, \"index\": 1102}, {\"equity_curve\": 0.01, \"index\": 1103}, {\"equity_curve\": 0.01, \"index\": 1104}, {\"equity_curve\": 0.011, \"index\": 1105}, {\"equity_curve\": 0.013, \"index\": 1106}, {\"equity_curve\": 0.012, \"index\": 1107}, {\"equity_curve\": 0.012, \"index\": 1108}, {\"equity_curve\": 0.011, \"index\": 1109}, {\"equity_curve\": 0.012, \"index\": 1110}, {\"equity_curve\": 0.011, \"index\": 1111}, {\"equity_curve\": 0.01, \"index\": 1112}, {\"equity_curve\": 0.01, \"index\": 1113}, {\"equity_curve\": 0.012, \"index\": 1114}, {\"equity_curve\": 0.017, \"index\": 1115}, {\"equity_curve\": 0.018, \"index\": 1116}, {\"equity_curve\": 0.02, \"index\": 1117}, {\"equity_curve\": 0.02, \"index\": 1118}, {\"equity_curve\": 0.016, \"index\": 1119}, {\"equity_curve\": 0.016, \"index\": 1120}, {\"equity_curve\": 0.015, \"index\": 1121}, {\"equity_curve\": 0.015, \"index\": 1122}, {\"equity_curve\": 0.018, \"index\": 1123}, {\"equity_curve\": 0.013, \"index\": 1124}, {\"equity_curve\": 0.014, \"index\": 1125}, {\"equity_curve\": 0.012, \"index\": 1126}, {\"equity_curve\": 0.012, \"index\": 1127}, {\"equity_curve\": 0.012, \"index\": 1128}, {\"equity_curve\": 0.013, \"index\": 1129}, {\"equity_curve\": 0.016, \"index\": 1130}, {\"equity_curve\": 0.017, \"index\": 1131}, {\"equity_curve\": 0.016, \"index\": 1132}, {\"equity_curve\": 0.018, \"index\": 1133}, {\"equity_curve\": 0.016, \"index\": 1134}, {\"equity_curve\": 0.017, \"index\": 1135}, {\"equity_curve\": 0.017, \"index\": 1136}, {\"equity_curve\": 0.015, \"index\": 1137}, {\"equity_curve\": 0.009, \"index\": 1138}, {\"equity_curve\": 0.009, \"index\": 1139}, {\"equity_curve\": 0.009, \"index\": 1140}, {\"equity_curve\": 0.004, \"index\": 1141}, {\"equity_curve\": 0.004, \"index\": 1142}, {\"equity_curve\": 0.002, \"index\": 1143}, {\"equity_curve\": 0.006, \"index\": 1144}, {\"equity_curve\": 0.008, \"index\": 1145}, {\"equity_curve\": -0.005, \"index\": 1146}, {\"equity_curve\": -0.003, \"index\": 1147}, {\"equity_curve\": -0.003, \"index\": 1148}, {\"equity_curve\": -0.012, \"index\": 1149}, {\"equity_curve\": -0.01, \"index\": 1150}, {\"equity_curve\": -0.007, \"index\": 1151}, {\"equity_curve\": -0.007, \"index\": 1152}, {\"equity_curve\": -0.009, \"index\": 1153}, {\"equity_curve\": -0.012, \"index\": 1154}, {\"equity_curve\": -0.012, \"index\": 1155}, {\"equity_curve\": -0.011, \"index\": 1156}, {\"equity_curve\": -0.008, \"index\": 1157}, {\"equity_curve\": -0.008, \"index\": 1158}, {\"equity_curve\": -0.011, \"index\": 1159}, {\"equity_curve\": -0.021, \"index\": 1160}, {\"equity_curve\": -0.015, \"index\": 1161}, {\"equity_curve\": -0.008, \"index\": 1162}, {\"equity_curve\": -0.006, \"index\": 1163}, {\"equity_curve\": -0.009, \"index\": 1164}, {\"equity_curve\": 0.0, \"index\": 1165}, {\"equity_curve\": 0.001, \"index\": 1166}, {\"equity_curve\": 0.001, \"index\": 1167}, {\"equity_curve\": -0.0, \"index\": 1168}, {\"equity_curve\": 0.001, \"index\": 1169}, {\"equity_curve\": 0.0, \"index\": 1170}, {\"equity_curve\": 0.001, \"index\": 1171}, {\"equity_curve\": 0.002, \"index\": 1172}, {\"equity_curve\": 0.0, \"index\": 1173}, {\"equity_curve\": -0.004, \"index\": 1174}, {\"equity_curve\": -0.013, \"index\": 1175}, {\"equity_curve\": 0.008, \"index\": 1176}, {\"equity_curve\": 0.01, \"index\": 1177}, {\"equity_curve\": 0.015, \"index\": 1178}, {\"equity_curve\": 0.014, \"index\": 1179}, {\"equity_curve\": 0.015, \"index\": 1180}, {\"equity_curve\": 0.013, \"index\": 1181}, {\"equity_curve\": 0.014, \"index\": 1182}, {\"equity_curve\": 0.02, \"index\": 1183}, {\"equity_curve\": 0.017, \"index\": 1184}, {\"equity_curve\": 0.016, \"index\": 1185}, {\"equity_curve\": 0.016, \"index\": 1186}, {\"equity_curve\": 0.017, \"index\": 1187}, {\"equity_curve\": 0.015, \"index\": 1188}, {\"equity_curve\": 0.017, \"index\": 1189}, {\"equity_curve\": 0.014, \"index\": 1190}, {\"equity_curve\": 0.014, \"index\": 1191}, {\"equity_curve\": 0.011, \"index\": 1192}, {\"equity_curve\": 0.011, \"index\": 1193}, {\"equity_curve\": 0.014, \"index\": 1194}, {\"equity_curve\": 0.014, \"index\": 1195}, {\"equity_curve\": 0.011, \"index\": 1196}, {\"equity_curve\": 0.013, \"index\": 1197}, {\"equity_curve\": 0.012, \"index\": 1198}, {\"equity_curve\": 0.009, \"index\": 1199}, {\"equity_curve\": 0.013, \"index\": 1200}, {\"equity_curve\": 0.02, \"index\": 1201}, {\"equity_curve\": 0.02, \"index\": 1202}, {\"equity_curve\": 0.023, \"index\": 1203}, {\"equity_curve\": 0.027, \"index\": 1204}, {\"equity_curve\": 0.025, \"index\": 1205}, {\"equity_curve\": 0.023, \"index\": 1206}, {\"equity_curve\": 0.023, \"index\": 1207}, {\"equity_curve\": 0.021, \"index\": 1208}, {\"equity_curve\": 0.021, \"index\": 1209}, {\"equity_curve\": 0.019, \"index\": 1210}, {\"equity_curve\": 0.022, \"index\": 1211}, {\"equity_curve\": 0.021, \"index\": 1212}, {\"equity_curve\": 0.025, \"index\": 1213}, {\"equity_curve\": 0.022, \"index\": 1214}, {\"equity_curve\": 0.02, \"index\": 1215}, {\"equity_curve\": 0.018, \"index\": 1216}, {\"equity_curve\": 0.016, \"index\": 1217}, {\"equity_curve\": 0.016, \"index\": 1218}, {\"equity_curve\": 0.018, \"index\": 1219}, {\"equity_curve\": 0.019, \"index\": 1220}, {\"equity_curve\": 0.018, \"index\": 1221}, {\"equity_curve\": 0.019, \"index\": 1222}, {\"equity_curve\": 0.02, \"index\": 1223}, {\"equity_curve\": 0.016, \"index\": 1224}, {\"equity_curve\": 0.011, \"index\": 1225}, {\"equity_curve\": 0.007, \"index\": 1226}, {\"equity_curve\": 0.007, \"index\": 1227}, {\"equity_curve\": 0.01, \"index\": 1228}, {\"equity_curve\": 0.012, \"index\": 1229}, {\"equity_curve\": 0.013, \"index\": 1230}, {\"equity_curve\": 0.019, \"index\": 1231}, {\"equity_curve\": 0.019, \"index\": 1232}, {\"equity_curve\": 0.01, \"index\": 1233}, {\"equity_curve\": 0.003, \"index\": 1234}, {\"equity_curve\": 0.006, \"index\": 1235}, {\"equity_curve\": 0.012, \"index\": 1236}, {\"equity_curve\": 0.014, \"index\": 1237}, {\"equity_curve\": 0.014, \"index\": 1238}, {\"equity_curve\": 0.015, \"index\": 1239}, {\"equity_curve\": 0.016, \"index\": 1240}, {\"equity_curve\": 0.019, \"index\": 1241}, {\"equity_curve\": 0.029, \"index\": 1242}, {\"equity_curve\": 0.031, \"index\": 1243}, {\"equity_curve\": 0.034, \"index\": 1244}, {\"equity_curve\": 0.034, \"index\": 1245}, {\"equity_curve\": 0.035, \"index\": 1246}, {\"equity_curve\": 0.042, \"index\": 1247}, {\"equity_curve\": 0.041, \"index\": 1248}, {\"equity_curve\": 0.064, \"index\": 1249}, {\"equity_curve\": 0.065, \"index\": 1250}, {\"equity_curve\": 0.066, \"index\": 1251}, {\"equity_curve\": 0.064, \"index\": 1252}, {\"equity_curve\": 0.069, \"index\": 1253}, {\"equity_curve\": 0.073, \"index\": 1254}, {\"equity_curve\": 0.072, \"index\": 1255}, {\"equity_curve\": 0.082, \"index\": 1256}, {\"equity_curve\": 0.084, \"index\": 1257}, {\"equity_curve\": 0.082, \"index\": 1258}, {\"equity_curve\": 0.084, \"index\": 1259}, {\"equity_curve\": 0.084, \"index\": 1260}, {\"equity_curve\": 0.087, \"index\": 1261}, {\"equity_curve\": 0.086, \"index\": 1262}, {\"equity_curve\": 0.088, \"index\": 1263}, {\"equity_curve\": 0.087, \"index\": 1264}, {\"equity_curve\": 0.087, \"index\": 1265}, {\"equity_curve\": 0.088, \"index\": 1266}, {\"equity_curve\": 0.089, \"index\": 1267}, {\"equity_curve\": 0.086, \"index\": 1268}, {\"equity_curve\": 0.087, \"index\": 1269}, {\"equity_curve\": 0.087, \"index\": 1270}, {\"equity_curve\": 0.088, \"index\": 1271}, {\"equity_curve\": 0.088, \"index\": 1272}, {\"equity_curve\": 0.087, \"index\": 1273}, {\"equity_curve\": 0.083, \"index\": 1274}, {\"equity_curve\": 0.082, \"index\": 1275}, {\"equity_curve\": 0.081, \"index\": 1276}, {\"equity_curve\": 0.082, \"index\": 1277}, {\"equity_curve\": 0.08, \"index\": 1278}, {\"equity_curve\": 0.082, \"index\": 1279}, {\"equity_curve\": 0.082, \"index\": 1280}, {\"equity_curve\": 0.082, \"index\": 1281}, {\"equity_curve\": 0.082, \"index\": 1282}, {\"equity_curve\": 0.083, \"index\": 1283}, {\"equity_curve\": 0.085, \"index\": 1284}, {\"equity_curve\": 0.086, \"index\": 1285}, {\"equity_curve\": 0.086, \"index\": 1286}, {\"equity_curve\": 0.085, \"index\": 1287}, {\"equity_curve\": 0.086, \"index\": 1288}, {\"equity_curve\": 0.085, \"index\": 1289}, {\"equity_curve\": 0.087, \"index\": 1290}, {\"equity_curve\": 0.09, \"index\": 1291}, {\"equity_curve\": 0.09, \"index\": 1292}, {\"equity_curve\": 0.091, \"index\": 1293}, {\"equity_curve\": 0.092, \"index\": 1294}, {\"equity_curve\": 0.09, \"index\": 1295}, {\"equity_curve\": 0.091, \"index\": 1296}, {\"equity_curve\": 0.09, \"index\": 1297}, {\"equity_curve\": 0.092, \"index\": 1298}, {\"equity_curve\": 0.091, \"index\": 1299}, {\"equity_curve\": 0.089, \"index\": 1300}, {\"equity_curve\": 0.09, \"index\": 1301}, {\"equity_curve\": 0.091, \"index\": 1302}, {\"equity_curve\": 0.092, \"index\": 1303}, {\"equity_curve\": 0.09, \"index\": 1304}, {\"equity_curve\": 0.091, \"index\": 1305}, {\"equity_curve\": 0.09, \"index\": 1306}, {\"equity_curve\": 0.088, \"index\": 1307}, {\"equity_curve\": 0.088, \"index\": 1308}, {\"equity_curve\": 0.091, \"index\": 1309}, {\"equity_curve\": 0.09, \"index\": 1310}, {\"equity_curve\": 0.09, \"index\": 1311}, {\"equity_curve\": 0.091, \"index\": 1312}, {\"equity_curve\": 0.091, \"index\": 1313}, {\"equity_curve\": 0.093, \"index\": 1314}, {\"equity_curve\": 0.097, \"index\": 1315}, {\"equity_curve\": 0.1, \"index\": 1316}, {\"equity_curve\": 0.101, \"index\": 1317}, {\"equity_curve\": 0.101, \"index\": 1318}, {\"equity_curve\": 0.1, \"index\": 1319}, {\"equity_curve\": 0.099, \"index\": 1320}, {\"equity_curve\": 0.106, \"index\": 1321}, {\"equity_curve\": 0.106, \"index\": 1322}, {\"equity_curve\": 0.108, \"index\": 1323}, {\"equity_curve\": 0.106, \"index\": 1324}, {\"equity_curve\": 0.108, \"index\": 1325}, {\"equity_curve\": 0.105, \"index\": 1326}, {\"equity_curve\": 0.104, \"index\": 1327}, {\"equity_curve\": 0.107, \"index\": 1328}, {\"equity_curve\": 0.106, \"index\": 1329}, {\"equity_curve\": 0.108, \"index\": 1330}, {\"equity_curve\": 0.104, \"index\": 1331}, {\"equity_curve\": 0.101, \"index\": 1332}, {\"equity_curve\": 0.101, \"index\": 1333}, {\"equity_curve\": 0.105, \"index\": 1334}, {\"equity_curve\": 0.107, \"index\": 1335}, {\"equity_curve\": 0.106, \"index\": 1336}, {\"equity_curve\": 0.098, \"index\": 1337}, {\"equity_curve\": 0.098, \"index\": 1338}, {\"equity_curve\": 0.098, \"index\": 1339}, {\"equity_curve\": 0.098, \"index\": 1340}, {\"equity_curve\": 0.096, \"index\": 1341}, {\"equity_curve\": 0.093, \"index\": 1342}, {\"equity_curve\": 0.095, \"index\": 1343}, {\"equity_curve\": 0.096, \"index\": 1344}, {\"equity_curve\": 0.087, \"index\": 1345}, {\"equity_curve\": 0.079, \"index\": 1346}, {\"equity_curve\": 0.08, \"index\": 1347}, {\"equity_curve\": 0.08, \"index\": 1348}, {\"equity_curve\": 0.081, \"index\": 1349}, {\"equity_curve\": 0.083, \"index\": 1350}, {\"equity_curve\": 0.085, \"index\": 1351}, {\"equity_curve\": 0.083, \"index\": 1352}, {\"equity_curve\": 0.085, \"index\": 1353}, {\"equity_curve\": 0.085, \"index\": 1354}, {\"equity_curve\": 0.08, \"index\": 1355}, {\"equity_curve\": 0.08, \"index\": 1356}, {\"equity_curve\": 0.084, \"index\": 1357}, {\"equity_curve\": 0.085, \"index\": 1358}, {\"equity_curve\": 0.085, \"index\": 1359}, {\"equity_curve\": 0.085, \"index\": 1360}, {\"equity_curve\": 0.087, \"index\": 1361}, {\"equity_curve\": 0.094, \"index\": 1362}, {\"equity_curve\": 0.093, \"index\": 1363}, {\"equity_curve\": 0.093, \"index\": 1364}, {\"equity_curve\": 0.093, \"index\": 1365}, {\"equity_curve\": 0.094, \"index\": 1366}, {\"equity_curve\": 0.104, \"index\": 1367}, {\"equity_curve\": 0.108, \"index\": 1368}, {\"equity_curve\": 0.109, \"index\": 1369}, {\"equity_curve\": 0.109, \"index\": 1370}, {\"equity_curve\": 0.109, \"index\": 1371}, {\"equity_curve\": 0.108, \"index\": 1372}, {\"equity_curve\": 0.107, \"index\": 1373}, {\"equity_curve\": 0.107, \"index\": 1374}, {\"equity_curve\": 0.107, \"index\": 1375}, {\"equity_curve\": 0.109, \"index\": 1376}, {\"equity_curve\": 0.109, \"index\": 1377}, {\"equity_curve\": 0.11, \"index\": 1378}, {\"equity_curve\": 0.11, \"index\": 1379}, {\"equity_curve\": 0.11, \"index\": 1380}, {\"equity_curve\": 0.109, \"index\": 1381}, {\"equity_curve\": 0.114, \"index\": 1382}, {\"equity_curve\": 0.112, \"index\": 1383}, {\"equity_curve\": 0.111, \"index\": 1384}, {\"equity_curve\": 0.111, \"index\": 1385}, {\"equity_curve\": 0.109, \"index\": 1386}, {\"equity_curve\": 0.109, \"index\": 1387}, {\"equity_curve\": 0.108, \"index\": 1388}, {\"equity_curve\": 0.109, \"index\": 1389}, {\"equity_curve\": 0.109, \"index\": 1390}, {\"equity_curve\": 0.108, \"index\": 1391}, {\"equity_curve\": 0.114, \"index\": 1392}, {\"equity_curve\": 0.113, \"index\": 1393}, {\"equity_curve\": 0.115, \"index\": 1394}, {\"equity_curve\": 0.118, \"index\": 1395}, {\"equity_curve\": 0.119, \"index\": 1396}, {\"equity_curve\": 0.116, \"index\": 1397}, {\"equity_curve\": 0.117, \"index\": 1398}, {\"equity_curve\": 0.117, \"index\": 1399}, {\"equity_curve\": 0.118, \"index\": 1400}, {\"equity_curve\": 0.123, \"index\": 1401}, {\"equity_curve\": 0.126, \"index\": 1402}, {\"equity_curve\": 0.123, \"index\": 1403}, {\"equity_curve\": 0.127, \"index\": 1404}, {\"equity_curve\": 0.127, \"index\": 1405}, {\"equity_curve\": 0.125, \"index\": 1406}, {\"equity_curve\": 0.127, \"index\": 1407}, {\"equity_curve\": 0.129, \"index\": 1408}, {\"equity_curve\": 0.127, \"index\": 1409}, {\"equity_curve\": 0.125, \"index\": 1410}, {\"equity_curve\": 0.124, \"index\": 1411}, {\"equity_curve\": 0.124, \"index\": 1412}, {\"equity_curve\": 0.124, \"index\": 1413}, {\"equity_curve\": 0.123, \"index\": 1414}, {\"equity_curve\": 0.125, \"index\": 1415}, {\"equity_curve\": 0.125, \"index\": 1416}, {\"equity_curve\": 0.126, \"index\": 1417}, {\"equity_curve\": 0.125, \"index\": 1418}, {\"equity_curve\": 0.128, \"index\": 1419}, {\"equity_curve\": 0.131, \"index\": 1420}, {\"equity_curve\": 0.125, \"index\": 1421}, {\"equity_curve\": 0.126, \"index\": 1422}, {\"equity_curve\": 0.13, \"index\": 1423}, {\"equity_curve\": 0.128, \"index\": 1424}, {\"equity_curve\": 0.129, \"index\": 1425}, {\"equity_curve\": 0.129, \"index\": 1426}, {\"equity_curve\": 0.131, \"index\": 1427}, {\"equity_curve\": 0.127, \"index\": 1428}, {\"equity_curve\": 0.128, \"index\": 1429}, {\"equity_curve\": 0.129, \"index\": 1430}, {\"equity_curve\": 0.126, \"index\": 1431}, {\"equity_curve\": 0.126, \"index\": 1432}, {\"equity_curve\": 0.127, \"index\": 1433}, {\"equity_curve\": 0.127, \"index\": 1434}, {\"equity_curve\": 0.129, \"index\": 1435}, {\"equity_curve\": 0.129, \"index\": 1436}, {\"equity_curve\": 0.128, \"index\": 1437}, {\"equity_curve\": 0.129, \"index\": 1438}, {\"equity_curve\": 0.129, \"index\": 1439}, {\"equity_curve\": 0.127, \"index\": 1440}, {\"equity_curve\": 0.127, \"index\": 1441}, {\"equity_curve\": 0.127, \"index\": 1442}, {\"equity_curve\": 0.123, \"index\": 1443}, {\"equity_curve\": 0.125, \"index\": 1444}, {\"equity_curve\": 0.126, \"index\": 1445}, {\"equity_curve\": 0.127, \"index\": 1446}, {\"equity_curve\": 0.128, \"index\": 1447}, {\"equity_curve\": 0.128, \"index\": 1448}, {\"equity_curve\": 0.128, \"index\": 1449}, {\"equity_curve\": 0.128, \"index\": 1450}, {\"equity_curve\": 0.128, \"index\": 1451}, {\"equity_curve\": 0.129, \"index\": 1452}, {\"equity_curve\": 0.128, \"index\": 1453}, {\"equity_curve\": 0.126, \"index\": 1454}, {\"equity_curve\": 0.127, \"index\": 1455}, {\"equity_curve\": 0.128, \"index\": 1456}, {\"equity_curve\": 0.127, \"index\": 1457}, {\"equity_curve\": 0.127, \"index\": 1458}, {\"equity_curve\": 0.128, \"index\": 1459}, {\"equity_curve\": 0.129, \"index\": 1460}, {\"equity_curve\": 0.129, \"index\": 1461}, {\"equity_curve\": 0.127, \"index\": 1462}, {\"equity_curve\": 0.127, \"index\": 1463}, {\"equity_curve\": 0.123, \"index\": 1464}, {\"equity_curve\": 0.124, \"index\": 1465}, {\"equity_curve\": 0.122, \"index\": 1466}, {\"equity_curve\": 0.124, \"index\": 1467}, {\"equity_curve\": 0.125, \"index\": 1468}, {\"equity_curve\": 0.124, \"index\": 1469}, {\"equity_curve\": 0.126, \"index\": 1470}, {\"equity_curve\": 0.127, \"index\": 1471}, {\"equity_curve\": 0.13, \"index\": 1472}, {\"equity_curve\": 0.129, \"index\": 1473}, {\"equity_curve\": 0.123, \"index\": 1474}, {\"equity_curve\": 0.121, \"index\": 1475}, {\"equity_curve\": 0.122, \"index\": 1476}, {\"equity_curve\": 0.123, \"index\": 1477}, {\"equity_curve\": 0.124, \"index\": 1478}, {\"equity_curve\": 0.129, \"index\": 1479}, {\"equity_curve\": 0.133, \"index\": 1480}, {\"equity_curve\": 0.137, \"index\": 1481}, {\"equity_curve\": 0.14, \"index\": 1482}, {\"equity_curve\": 0.13, \"index\": 1483}, {\"equity_curve\": 0.131, \"index\": 1484}, {\"equity_curve\": 0.13, \"index\": 1485}, {\"equity_curve\": 0.133, \"index\": 1486}, {\"equity_curve\": 0.13, \"index\": 1487}, {\"equity_curve\": 0.129, \"index\": 1488}, {\"equity_curve\": 0.13, \"index\": 1489}, {\"equity_curve\": 0.131, \"index\": 1490}, {\"equity_curve\": 0.13, \"index\": 1491}, {\"equity_curve\": 0.133, \"index\": 1492}, {\"equity_curve\": 0.135, \"index\": 1493}, {\"equity_curve\": 0.135, \"index\": 1494}, {\"equity_curve\": 0.136, \"index\": 1495}, {\"equity_curve\": 0.137, \"index\": 1496}, {\"equity_curve\": 0.135, \"index\": 1497}, {\"equity_curve\": 0.136, \"index\": 1498}, {\"equity_curve\": 0.133, \"index\": 1499}, {\"equity_curve\": 0.133, \"index\": 1500}, {\"equity_curve\": 0.133, \"index\": 1501}, {\"equity_curve\": 0.135, \"index\": 1502}, {\"equity_curve\": 0.137, \"index\": 1503}, {\"equity_curve\": 0.141, \"index\": 1504}, {\"equity_curve\": 0.139, \"index\": 1505}, {\"equity_curve\": 0.139, \"index\": 1506}, {\"equity_curve\": 0.137, \"index\": 1507}, {\"equity_curve\": 0.135, \"index\": 1508}, {\"equity_curve\": 0.134, \"index\": 1509}, {\"equity_curve\": 0.134, \"index\": 1510}, {\"equity_curve\": 0.135, \"index\": 1511}, {\"equity_curve\": 0.133, \"index\": 1512}, {\"equity_curve\": 0.134, \"index\": 1513}, {\"equity_curve\": 0.139, \"index\": 1514}, {\"equity_curve\": 0.14, \"index\": 1515}, {\"equity_curve\": 0.137, \"index\": 1516}, {\"equity_curve\": 0.137, \"index\": 1517}, {\"equity_curve\": 0.133, \"index\": 1518}, {\"equity_curve\": 0.134, \"index\": 1519}, {\"equity_curve\": 0.134, \"index\": 1520}, {\"equity_curve\": 0.134, \"index\": 1521}, {\"equity_curve\": 0.134, \"index\": 1522}, {\"equity_curve\": 0.132, \"index\": 1523}, {\"equity_curve\": 0.133, \"index\": 1524}, {\"equity_curve\": 0.133, \"index\": 1525}, {\"equity_curve\": 0.13, \"index\": 1526}, {\"equity_curve\": 0.13, \"index\": 1527}, {\"equity_curve\": 0.137, \"index\": 1528}, {\"equity_curve\": 0.137, \"index\": 1529}, {\"equity_curve\": 0.138, \"index\": 1530}, {\"equity_curve\": 0.135, \"index\": 1531}, {\"equity_curve\": 0.133, \"index\": 1532}, {\"equity_curve\": 0.131, \"index\": 1533}, {\"equity_curve\": 0.13, \"index\": 1534}, {\"equity_curve\": 0.13, \"index\": 1535}, {\"equity_curve\": 0.129, \"index\": 1536}, {\"equity_curve\": 0.125, \"index\": 1537}, {\"equity_curve\": 0.127, \"index\": 1538}, {\"equity_curve\": 0.125, \"index\": 1539}, {\"equity_curve\": 0.124, \"index\": 1540}, {\"equity_curve\": 0.121, \"index\": 1541}, {\"equity_curve\": 0.125, \"index\": 1542}, {\"equity_curve\": 0.125, \"index\": 1543}, {\"equity_curve\": 0.121, \"index\": 1544}, {\"equity_curve\": 0.125, \"index\": 1545}, {\"equity_curve\": 0.126, \"index\": 1546}, {\"equity_curve\": 0.127, \"index\": 1547}, {\"equity_curve\": 0.13, \"index\": 1548}, {\"equity_curve\": 0.132, \"index\": 1549}, {\"equity_curve\": 0.138, \"index\": 1550}, {\"equity_curve\": 0.138, \"index\": 1551}, {\"equity_curve\": 0.141, \"index\": 1552}, {\"equity_curve\": 0.139, \"index\": 1553}, {\"equity_curve\": 0.139, \"index\": 1554}, {\"equity_curve\": 0.141, \"index\": 1555}, {\"equity_curve\": 0.141, \"index\": 1556}, {\"equity_curve\": 0.14, \"index\": 1557}, {\"equity_curve\": 0.139, \"index\": 1558}, {\"equity_curve\": 0.14, \"index\": 1559}, {\"equity_curve\": 0.142, \"index\": 1560}, {\"equity_curve\": 0.144, \"index\": 1561}, {\"equity_curve\": 0.144, \"index\": 1562}, {\"equity_curve\": 0.143, \"index\": 1563}, {\"equity_curve\": 0.144, \"index\": 1564}, {\"equity_curve\": 0.146, \"index\": 1565}, {\"equity_curve\": 0.143, \"index\": 1566}, {\"equity_curve\": 0.143, \"index\": 1567}, {\"equity_curve\": 0.141, \"index\": 1568}, {\"equity_curve\": 0.139, \"index\": 1569}, {\"equity_curve\": 0.139, \"index\": 1570}, {\"equity_curve\": 0.142, \"index\": 1571}, {\"equity_curve\": 0.141, \"index\": 1572}, {\"equity_curve\": 0.142, \"index\": 1573}, {\"equity_curve\": 0.141, \"index\": 1574}, {\"equity_curve\": 0.141, \"index\": 1575}, {\"equity_curve\": 0.14, \"index\": 1576}, {\"equity_curve\": 0.138, \"index\": 1577}, {\"equity_curve\": 0.14, \"index\": 1578}, {\"equity_curve\": 0.14, \"index\": 1579}, {\"equity_curve\": 0.136, \"index\": 1580}, {\"equity_curve\": 0.137, \"index\": 1581}, {\"equity_curve\": 0.136, \"index\": 1582}, {\"equity_curve\": 0.134, \"index\": 1583}, {\"equity_curve\": 0.135, \"index\": 1584}, {\"equity_curve\": 0.131, \"index\": 1585}, {\"equity_curve\": 0.131, \"index\": 1586}, {\"equity_curve\": 0.133, \"index\": 1587}, {\"equity_curve\": 0.128, \"index\": 1588}, {\"equity_curve\": 0.127, \"index\": 1589}, {\"equity_curve\": 0.125, \"index\": 1590}, {\"equity_curve\": 0.127, \"index\": 1591}, {\"equity_curve\": 0.128, \"index\": 1592}, {\"equity_curve\": 0.129, \"index\": 1593}, {\"equity_curve\": 0.129, \"index\": 1594}, {\"equity_curve\": 0.13, \"index\": 1595}, {\"equity_curve\": 0.129, \"index\": 1596}, {\"equity_curve\": 0.129, \"index\": 1597}, {\"equity_curve\": 0.127, \"index\": 1598}, {\"equity_curve\": 0.129, \"index\": 1599}, {\"equity_curve\": 0.13, \"index\": 1600}, {\"equity_curve\": 0.13, \"index\": 1601}, {\"equity_curve\": 0.132, \"index\": 1602}, {\"equity_curve\": 0.13, \"index\": 1603}, {\"equity_curve\": 0.129, \"index\": 1604}, {\"equity_curve\": 0.13, \"index\": 1605}, {\"equity_curve\": 0.131, \"index\": 1606}, {\"equity_curve\": 0.131, \"index\": 1607}, {\"equity_curve\": 0.132, \"index\": 1608}, {\"equity_curve\": 0.132, \"index\": 1609}, {\"equity_curve\": 0.132, \"index\": 1610}, {\"equity_curve\": 0.132, \"index\": 1611}, {\"equity_curve\": 0.131, \"index\": 1612}, {\"equity_curve\": 0.13, \"index\": 1613}, {\"equity_curve\": 0.13, \"index\": 1614}, {\"equity_curve\": 0.13, \"index\": 1615}, {\"equity_curve\": 0.13, \"index\": 1616}, {\"equity_curve\": 0.13, \"index\": 1617}, {\"equity_curve\": 0.129, \"index\": 1618}, {\"equity_curve\": 0.129, \"index\": 1619}, {\"equity_curve\": 0.128, \"index\": 1620}, {\"equity_curve\": 0.13, \"index\": 1621}, {\"equity_curve\": 0.129, \"index\": 1622}, {\"equity_curve\": 0.128, \"index\": 1623}, {\"equity_curve\": 0.129, \"index\": 1624}, {\"equity_curve\": 0.13, \"index\": 1625}, {\"equity_curve\": 0.131, \"index\": 1626}, {\"equity_curve\": 0.129, \"index\": 1627}, {\"equity_curve\": 0.13, \"index\": 1628}, {\"equity_curve\": 0.128, \"index\": 1629}, {\"equity_curve\": 0.129, \"index\": 1630}, {\"equity_curve\": 0.129, \"index\": 1631}, {\"equity_curve\": 0.129, \"index\": 1632}, {\"equity_curve\": 0.128, \"index\": 1633}, {\"equity_curve\": 0.128, \"index\": 1634}, {\"equity_curve\": 0.126, \"index\": 1635}, {\"equity_curve\": 0.129, \"index\": 1636}, {\"equity_curve\": 0.128, \"index\": 1637}, {\"equity_curve\": 0.128, \"index\": 1638}, {\"equity_curve\": 0.126, \"index\": 1639}, {\"equity_curve\": 0.127, \"index\": 1640}, {\"equity_curve\": 0.128, \"index\": 1641}, {\"equity_curve\": 0.126, \"index\": 1642}, {\"equity_curve\": 0.118, \"index\": 1643}, {\"equity_curve\": 0.117, \"index\": 1644}, {\"equity_curve\": 0.116, \"index\": 1645}, {\"equity_curve\": 0.121, \"index\": 1646}, {\"equity_curve\": 0.119, \"index\": 1647}, {\"equity_curve\": 0.125, \"index\": 1648}, {\"equity_curve\": 0.117, \"index\": 1649}, {\"equity_curve\": 0.115, \"index\": 1650}, {\"equity_curve\": 0.116, \"index\": 1651}, {\"equity_curve\": 0.113, \"index\": 1652}, {\"equity_curve\": 0.117, \"index\": 1653}, {\"equity_curve\": 0.118, \"index\": 1654}, {\"equity_curve\": 0.119, \"index\": 1655}, {\"equity_curve\": 0.123, \"index\": 1656}, {\"equity_curve\": 0.121, \"index\": 1657}, {\"equity_curve\": 0.122, \"index\": 1658}, {\"equity_curve\": 0.12, \"index\": 1659}, {\"equity_curve\": 0.118, \"index\": 1660}, {\"equity_curve\": 0.119, \"index\": 1661}, {\"equity_curve\": 0.116, \"index\": 1662}, {\"equity_curve\": 0.122, \"index\": 1663}, {\"equity_curve\": 0.123, \"index\": 1664}, {\"equity_curve\": 0.126, \"index\": 1665}, {\"equity_curve\": 0.127, \"index\": 1666}, {\"equity_curve\": 0.124, \"index\": 1667}, {\"equity_curve\": 0.122, \"index\": 1668}, {\"equity_curve\": 0.119, \"index\": 1669}, {\"equity_curve\": 0.124, \"index\": 1670}, {\"equity_curve\": 0.125, \"index\": 1671}, {\"equity_curve\": 0.122, \"index\": 1672}, {\"equity_curve\": 0.125, \"index\": 1673}, {\"equity_curve\": 0.126, \"index\": 1674}, {\"equity_curve\": 0.127, \"index\": 1675}, {\"equity_curve\": 0.125, \"index\": 1676}, {\"equity_curve\": 0.125, \"index\": 1677}, {\"equity_curve\": 0.125, \"index\": 1678}, {\"equity_curve\": 0.125, \"index\": 1679}, {\"equity_curve\": 0.125, \"index\": 1680}, {\"equity_curve\": 0.122, \"index\": 1681}, {\"equity_curve\": 0.124, \"index\": 1682}, {\"equity_curve\": 0.124, \"index\": 1683}, {\"equity_curve\": 0.116, \"index\": 1684}, {\"equity_curve\": 0.115, \"index\": 1685}, {\"equity_curve\": 0.114, \"index\": 1686}, {\"equity_curve\": 0.116, \"index\": 1687}, {\"equity_curve\": 0.118, \"index\": 1688}, {\"equity_curve\": 0.118, \"index\": 1689}, {\"equity_curve\": 0.117, \"index\": 1690}, {\"equity_curve\": 0.119, \"index\": 1691}, {\"equity_curve\": 0.121, \"index\": 1692}, {\"equity_curve\": 0.118, \"index\": 1693}, {\"equity_curve\": 0.114, \"index\": 1694}, {\"equity_curve\": 0.118, \"index\": 1695}, {\"equity_curve\": 0.122, \"index\": 1696}, {\"equity_curve\": 0.123, \"index\": 1697}, {\"equity_curve\": 0.123, \"index\": 1698}, {\"equity_curve\": 0.123, \"index\": 1699}, {\"equity_curve\": 0.124, \"index\": 1700}, {\"equity_curve\": 0.126, \"index\": 1701}, {\"equity_curve\": 0.127, \"index\": 1702}, {\"equity_curve\": 0.127, \"index\": 1703}, {\"equity_curve\": 0.125, \"index\": 1704}, {\"equity_curve\": 0.133, \"index\": 1705}, {\"equity_curve\": 0.129, \"index\": 1706}, {\"equity_curve\": 0.126, \"index\": 1707}, {\"equity_curve\": 0.126, \"index\": 1708}, {\"equity_curve\": 0.127, \"index\": 1709}, {\"equity_curve\": 0.125, \"index\": 1710}, {\"equity_curve\": 0.126, \"index\": 1711}, {\"equity_curve\": 0.125, \"index\": 1712}, {\"equity_curve\": 0.125, \"index\": 1713}, {\"equity_curve\": 0.124, \"index\": 1714}, {\"equity_curve\": 0.122, \"index\": 1715}, {\"equity_curve\": 0.119, \"index\": 1716}, {\"equity_curve\": 0.121, \"index\": 1717}, {\"equity_curve\": 0.118, \"index\": 1718}, {\"equity_curve\": 0.11, \"index\": 1719}, {\"equity_curve\": 0.111, \"index\": 1720}, {\"equity_curve\": 0.109, \"index\": 1721}, {\"equity_curve\": 0.111, \"index\": 1722}, {\"equity_curve\": 0.11, \"index\": 1723}, {\"equity_curve\": 0.109, \"index\": 1724}, {\"equity_curve\": 0.11, \"index\": 1725}, {\"equity_curve\": 0.107, \"index\": 1726}, {\"equity_curve\": 0.105, \"index\": 1727}, {\"equity_curve\": 0.104, \"index\": 1728}, {\"equity_curve\": 0.109, \"index\": 1729}, {\"equity_curve\": 0.109, \"index\": 1730}, {\"equity_curve\": 0.115, \"index\": 1731}, {\"equity_curve\": 0.096, \"index\": 1732}, {\"equity_curve\": 0.104, \"index\": 1733}, {\"equity_curve\": 0.1, \"index\": 1734}, {\"equity_curve\": 0.102, \"index\": 1735}, {\"equity_curve\": 0.104, \"index\": 1736}, {\"equity_curve\": 0.104, \"index\": 1737}, {\"equity_curve\": 0.1, \"index\": 1738}, {\"equity_curve\": 0.105, \"index\": 1739}, {\"equity_curve\": 0.107, \"index\": 1740}, {\"equity_curve\": 0.107, \"index\": 1741}, {\"equity_curve\": 0.107, \"index\": 1742}, {\"equity_curve\": 0.105, \"index\": 1743}, {\"equity_curve\": 0.104, \"index\": 1744}, {\"equity_curve\": 0.105, \"index\": 1745}, {\"equity_curve\": 0.104, \"index\": 1746}, {\"equity_curve\": 0.107, \"index\": 1747}, {\"equity_curve\": 0.107, \"index\": 1748}, {\"equity_curve\": 0.101, \"index\": 1749}, {\"equity_curve\": 0.103, \"index\": 1750}, {\"equity_curve\": 0.105, \"index\": 1751}, {\"equity_curve\": 0.108, \"index\": 1752}, {\"equity_curve\": 0.1, \"index\": 1753}, {\"equity_curve\": 0.102, \"index\": 1754}, {\"equity_curve\": 0.106, \"index\": 1755}, {\"equity_curve\": 0.11, \"index\": 1756}, {\"equity_curve\": 0.111, \"index\": 1757}, {\"equity_curve\": 0.116, \"index\": 1758}, {\"equity_curve\": 0.118, \"index\": 1759}, {\"equity_curve\": 0.119, \"index\": 1760}, {\"equity_curve\": 0.12, \"index\": 1761}, {\"equity_curve\": 0.121, \"index\": 1762}, {\"equity_curve\": 0.121, \"index\": 1763}, {\"equity_curve\": 0.119, \"index\": 1764}, {\"equity_curve\": 0.119, \"index\": 1765}, {\"equity_curve\": 0.12, \"index\": 1766}, {\"equity_curve\": 0.121, \"index\": 1767}, {\"equity_curve\": 0.121, \"index\": 1768}, {\"equity_curve\": 0.12, \"index\": 1769}, {\"equity_curve\": 0.119, \"index\": 1770}, {\"equity_curve\": 0.117, \"index\": 1771}, {\"equity_curve\": 0.118, \"index\": 1772}, {\"equity_curve\": 0.119, \"index\": 1773}, {\"equity_curve\": 0.118, \"index\": 1774}, {\"equity_curve\": 0.119, \"index\": 1775}, {\"equity_curve\": 0.118, \"index\": 1776}, {\"equity_curve\": 0.118, \"index\": 1777}, {\"equity_curve\": 0.119, \"index\": 1778}, {\"equity_curve\": 0.119, \"index\": 1779}, {\"equity_curve\": 0.118, \"index\": 1780}, {\"equity_curve\": 0.119, \"index\": 1781}, {\"equity_curve\": 0.119, \"index\": 1782}, {\"equity_curve\": 0.118, \"index\": 1783}, {\"equity_curve\": 0.119, \"index\": 1784}, {\"equity_curve\": 0.12, \"index\": 1785}, {\"equity_curve\": 0.121, \"index\": 1786}, {\"equity_curve\": 0.121, \"index\": 1787}, {\"equity_curve\": 0.118, \"index\": 1788}, {\"equity_curve\": 0.119, \"index\": 1789}, {\"equity_curve\": 0.119, \"index\": 1790}, {\"equity_curve\": 0.118, \"index\": 1791}, {\"equity_curve\": 0.118, \"index\": 1792}, {\"equity_curve\": 0.119, \"index\": 1793}, {\"equity_curve\": 0.12, \"index\": 1794}, {\"equity_curve\": 0.12, \"index\": 1795}, {\"equity_curve\": 0.12, \"index\": 1796}, {\"equity_curve\": 0.118, \"index\": 1797}, {\"equity_curve\": 0.118, \"index\": 1798}, {\"equity_curve\": 0.118, \"index\": 1799}, {\"equity_curve\": 0.121, \"index\": 1800}, {\"equity_curve\": 0.123, \"index\": 1801}, {\"equity_curve\": 0.121, \"index\": 1802}, {\"equity_curve\": 0.123, \"index\": 1803}, {\"equity_curve\": 0.123, \"index\": 1804}, {\"equity_curve\": 0.123, \"index\": 1805}, {\"equity_curve\": 0.124, \"index\": 1806}, {\"equity_curve\": 0.128, \"index\": 1807}, {\"equity_curve\": 0.128, \"index\": 1808}, {\"equity_curve\": 0.118, \"index\": 1809}, {\"equity_curve\": 0.121, \"index\": 1810}, {\"equity_curve\": 0.12, \"index\": 1811}, {\"equity_curve\": 0.116, \"index\": 1812}, {\"equity_curve\": 0.115, \"index\": 1813}, {\"equity_curve\": 0.116, \"index\": 1814}, {\"equity_curve\": 0.116, \"index\": 1815}, {\"equity_curve\": 0.115, \"index\": 1816}, {\"equity_curve\": 0.114, \"index\": 1817}, {\"equity_curve\": 0.116, \"index\": 1818}, {\"equity_curve\": 0.118, \"index\": 1819}, {\"equity_curve\": 0.118, \"index\": 1820}, {\"equity_curve\": 0.118, \"index\": 1821}, {\"equity_curve\": 0.118, \"index\": 1822}, {\"equity_curve\": 0.118, \"index\": 1823}, {\"equity_curve\": 0.128, \"index\": 1824}, {\"equity_curve\": 0.135, \"index\": 1825}, {\"equity_curve\": 0.137, \"index\": 1826}, {\"equity_curve\": 0.139, \"index\": 1827}, {\"equity_curve\": 0.142, \"index\": 1828}, {\"equity_curve\": 0.142, \"index\": 1829}, {\"equity_curve\": 0.14, \"index\": 1830}, {\"equity_curve\": 0.14, \"index\": 1831}, {\"equity_curve\": 0.139, \"index\": 1832}, {\"equity_curve\": 0.139, \"index\": 1833}, {\"equity_curve\": 0.14, \"index\": 1834}, {\"equity_curve\": 0.142, \"index\": 1835}, {\"equity_curve\": 0.142, \"index\": 1836}, {\"equity_curve\": 0.141, \"index\": 1837}, {\"equity_curve\": 0.141, \"index\": 1838}, {\"equity_curve\": 0.138, \"index\": 1839}, {\"equity_curve\": 0.137, \"index\": 1840}, {\"equity_curve\": 0.136, \"index\": 1841}, {\"equity_curve\": 0.135, \"index\": 1842}, {\"equity_curve\": 0.133, \"index\": 1843}, {\"equity_curve\": 0.127, \"index\": 1844}, {\"equity_curve\": 0.128, \"index\": 1845}, {\"equity_curve\": 0.129, \"index\": 1846}, {\"equity_curve\": 0.129, \"index\": 1847}, {\"equity_curve\": 0.132, \"index\": 1848}, {\"equity_curve\": 0.134, \"index\": 1849}, {\"equity_curve\": 0.138, \"index\": 1850}, {\"equity_curve\": 0.136, \"index\": 1851}, {\"equity_curve\": 0.139, \"index\": 1852}, {\"equity_curve\": 0.143, \"index\": 1853}, {\"equity_curve\": 0.138, \"index\": 1854}, {\"equity_curve\": 0.135, \"index\": 1855}, {\"equity_curve\": 0.139, \"index\": 1856}, {\"equity_curve\": 0.138, \"index\": 1857}, {\"equity_curve\": 0.138, \"index\": 1858}, {\"equity_curve\": 0.14, \"index\": 1859}, {\"equity_curve\": 0.143, \"index\": 1860}, {\"equity_curve\": 0.14, \"index\": 1861}, {\"equity_curve\": 0.14, \"index\": 1862}, {\"equity_curve\": 0.141, \"index\": 1863}, {\"equity_curve\": 0.143, \"index\": 1864}, {\"equity_curve\": 0.14, \"index\": 1865}, {\"equity_curve\": 0.143, \"index\": 1866}, {\"equity_curve\": 0.156, \"index\": 1867}, {\"equity_curve\": 0.159, \"index\": 1868}, {\"equity_curve\": 0.16, \"index\": 1869}, {\"equity_curve\": 0.165, \"index\": 1870}, {\"equity_curve\": 0.162, \"index\": 1871}, {\"equity_curve\": 0.158, \"index\": 1872}, {\"equity_curve\": 0.162, \"index\": 1873}, {\"equity_curve\": 0.161, \"index\": 1874}, {\"equity_curve\": 0.16, \"index\": 1875}, {\"equity_curve\": 0.154, \"index\": 1876}, {\"equity_curve\": 0.158, \"index\": 1877}, {\"equity_curve\": 0.159, \"index\": 1878}, {\"equity_curve\": 0.159, \"index\": 1879}, {\"equity_curve\": 0.159, \"index\": 1880}, {\"equity_curve\": 0.16, \"index\": 1881}, {\"equity_curve\": 0.168, \"index\": 1882}, {\"equity_curve\": 0.166, \"index\": 1883}, {\"equity_curve\": 0.165, \"index\": 1884}, {\"equity_curve\": 0.166, \"index\": 1885}, {\"equity_curve\": 0.166, \"index\": 1886}, {\"equity_curve\": 0.165, \"index\": 1887}, {\"equity_curve\": 0.163, \"index\": 1888}, {\"equity_curve\": 0.165, \"index\": 1889}, {\"equity_curve\": 0.164, \"index\": 1890}, {\"equity_curve\": 0.165, \"index\": 1891}, {\"equity_curve\": 0.167, \"index\": 1892}, {\"equity_curve\": 0.165, \"index\": 1893}, {\"equity_curve\": 0.166, \"index\": 1894}, {\"equity_curve\": 0.171, \"index\": 1895}, {\"equity_curve\": 0.173, \"index\": 1896}, {\"equity_curve\": 0.18, \"index\": 1897}, {\"equity_curve\": 0.189, \"index\": 1898}, {\"equity_curve\": 0.188, \"index\": 1899}, {\"equity_curve\": 0.186, \"index\": 1900}, {\"equity_curve\": 0.191, \"index\": 1901}, {\"equity_curve\": 0.194, \"index\": 1902}, {\"equity_curve\": 0.195, \"index\": 1903}, {\"equity_curve\": 0.191, \"index\": 1904}, {\"equity_curve\": 0.192, \"index\": 1905}, {\"equity_curve\": 0.194, \"index\": 1906}, {\"equity_curve\": 0.191, \"index\": 1907}, {\"equity_curve\": 0.189, \"index\": 1908}, {\"equity_curve\": 0.191, \"index\": 1909}, {\"equity_curve\": 0.192, \"index\": 1910}, {\"equity_curve\": 0.19, \"index\": 1911}, {\"equity_curve\": 0.189, \"index\": 1912}, {\"equity_curve\": 0.189, \"index\": 1913}, {\"equity_curve\": 0.187, \"index\": 1914}, {\"equity_curve\": 0.19, \"index\": 1915}, {\"equity_curve\": 0.192, \"index\": 1916}, {\"equity_curve\": 0.191, \"index\": 1917}, {\"equity_curve\": 0.191, \"index\": 1918}, {\"equity_curve\": 0.191, \"index\": 1919}, {\"equity_curve\": 0.191, \"index\": 1920}, {\"equity_curve\": 0.195, \"index\": 1921}, {\"equity_curve\": 0.207, \"index\": 1922}, {\"equity_curve\": 0.204, \"index\": 1923}, {\"equity_curve\": 0.208, \"index\": 1924}, {\"equity_curve\": 0.212, \"index\": 1925}, {\"equity_curve\": 0.213, \"index\": 1926}, {\"equity_curve\": 0.215, \"index\": 1927}, {\"equity_curve\": 0.213, \"index\": 1928}, {\"equity_curve\": 0.215, \"index\": 1929}, {\"equity_curve\": 0.213, \"index\": 1930}, {\"equity_curve\": 0.212, \"index\": 1931}, {\"equity_curve\": 0.21, \"index\": 1932}, {\"equity_curve\": 0.21, \"index\": 1933}, {\"equity_curve\": 0.213, \"index\": 1934}, {\"equity_curve\": 0.215, \"index\": 1935}, {\"equity_curve\": 0.215, \"index\": 1936}, {\"equity_curve\": 0.214, \"index\": 1937}, {\"equity_curve\": 0.213, \"index\": 1938}, {\"equity_curve\": 0.213, \"index\": 1939}, {\"equity_curve\": 0.212, \"index\": 1940}, {\"equity_curve\": 0.211, \"index\": 1941}, {\"equity_curve\": 0.21, \"index\": 1942}, {\"equity_curve\": 0.21, \"index\": 1943}, {\"equity_curve\": 0.214, \"index\": 1944}, {\"equity_curve\": 0.21, \"index\": 1945}, {\"equity_curve\": 0.212, \"index\": 1946}, {\"equity_curve\": 0.211, \"index\": 1947}, {\"equity_curve\": 0.212, \"index\": 1948}, {\"equity_curve\": 0.21, \"index\": 1949}, {\"equity_curve\": 0.213, \"index\": 1950}, {\"equity_curve\": 0.213, \"index\": 1951}, {\"equity_curve\": 0.21, \"index\": 1952}, {\"equity_curve\": 0.211, \"index\": 1953}, {\"equity_curve\": 0.212, \"index\": 1954}, {\"equity_curve\": 0.21, \"index\": 1955}, {\"equity_curve\": 0.212, \"index\": 1956}, {\"equity_curve\": 0.225, \"index\": 1957}, {\"equity_curve\": 0.223, \"index\": 1958}, {\"equity_curve\": 0.212, \"index\": 1959}, {\"equity_curve\": 0.211, \"index\": 1960}, {\"equity_curve\": 0.212, \"index\": 1961}, {\"equity_curve\": 0.21, \"index\": 1962}, {\"equity_curve\": 0.209, \"index\": 1963}, {\"equity_curve\": 0.196, \"index\": 1964}, {\"equity_curve\": 0.196, \"index\": 1965}, {\"equity_curve\": 0.2, \"index\": 1966}, {\"equity_curve\": 0.196, \"index\": 1967}, {\"equity_curve\": 0.196, \"index\": 1968}, {\"equity_curve\": 0.195, \"index\": 1969}, {\"equity_curve\": 0.193, \"index\": 1970}, {\"equity_curve\": 0.196, \"index\": 1971}, {\"equity_curve\": 0.195, \"index\": 1972}, {\"equity_curve\": 0.195, \"index\": 1973}, {\"equity_curve\": 0.192, \"index\": 1974}, {\"equity_curve\": 0.193, \"index\": 1975}, {\"equity_curve\": 0.193, \"index\": 1976}, {\"equity_curve\": 0.197, \"index\": 1977}, {\"equity_curve\": 0.199, \"index\": 1978}, {\"equity_curve\": 0.2, \"index\": 1979}, {\"equity_curve\": 0.206, \"index\": 1980}, {\"equity_curve\": 0.206, \"index\": 1981}, {\"equity_curve\": 0.209, \"index\": 1982}, {\"equity_curve\": 0.207, \"index\": 1983}, {\"equity_curve\": 0.206, \"index\": 1984}, {\"equity_curve\": 0.209, \"index\": 1985}, {\"equity_curve\": 0.205, \"index\": 1986}, {\"equity_curve\": 0.201, \"index\": 1987}, {\"equity_curve\": 0.202, \"index\": 1988}, {\"equity_curve\": 0.202, \"index\": 1989}, {\"equity_curve\": 0.204, \"index\": 1990}, {\"equity_curve\": 0.207, \"index\": 1991}, {\"equity_curve\": 0.21, \"index\": 1992}, {\"equity_curve\": 0.206, \"index\": 1993}, {\"equity_curve\": 0.203, \"index\": 1994}, {\"equity_curve\": 0.206, \"index\": 1995}, {\"equity_curve\": 0.208, \"index\": 1996}, {\"equity_curve\": 0.202, \"index\": 1997}, {\"equity_curve\": 0.197, \"index\": 1998}, {\"equity_curve\": 0.198, \"index\": 1999}, {\"equity_curve\": 0.198, \"index\": 2000}, {\"equity_curve\": 0.197, \"index\": 2001}, {\"equity_curve\": 0.194, \"index\": 2002}, {\"equity_curve\": 0.196, \"index\": 2003}, {\"equity_curve\": 0.194, \"index\": 2004}, {\"equity_curve\": 0.191, \"index\": 2005}, {\"equity_curve\": 0.191, \"index\": 2006}, {\"equity_curve\": 0.193, \"index\": 2007}, {\"equity_curve\": 0.192, \"index\": 2008}, {\"equity_curve\": 0.188, \"index\": 2009}, {\"equity_curve\": 0.186, \"index\": 2010}, {\"equity_curve\": 0.188, \"index\": 2011}, {\"equity_curve\": 0.189, \"index\": 2012}, {\"equity_curve\": 0.191, \"index\": 2013}, {\"equity_curve\": 0.192, \"index\": 2014}, {\"equity_curve\": 0.196, \"index\": 2015}, {\"equity_curve\": 0.188, \"index\": 2016}, {\"equity_curve\": 0.197, \"index\": 2017}, {\"equity_curve\": 0.19, \"index\": 2018}, {\"equity_curve\": 0.188, \"index\": 2019}, {\"equity_curve\": 0.184, \"index\": 2020}, {\"equity_curve\": 0.182, \"index\": 2021}, {\"equity_curve\": 0.188, \"index\": 2022}, {\"equity_curve\": 0.19, \"index\": 2023}, {\"equity_curve\": 0.19, \"index\": 2024}, {\"equity_curve\": 0.19, \"index\": 2025}, {\"equity_curve\": 0.184, \"index\": 2026}, {\"equity_curve\": 0.189, \"index\": 2027}, {\"equity_curve\": 0.189, \"index\": 2028}, {\"equity_curve\": 0.189, \"index\": 2029}, {\"equity_curve\": 0.183, \"index\": 2030}, {\"equity_curve\": 0.188, \"index\": 2031}, {\"equity_curve\": 0.183, \"index\": 2032}, {\"equity_curve\": 0.18, \"index\": 2033}, {\"equity_curve\": 0.178, \"index\": 2034}, {\"equity_curve\": 0.172, \"index\": 2035}, {\"equity_curve\": 0.173, \"index\": 2036}, {\"equity_curve\": 0.17, \"index\": 2037}, {\"equity_curve\": 0.169, \"index\": 2038}, {\"equity_curve\": 0.171, \"index\": 2039}, {\"equity_curve\": 0.171, \"index\": 2040}, {\"equity_curve\": 0.169, \"index\": 2041}, {\"equity_curve\": 0.168, \"index\": 2042}, {\"equity_curve\": 0.175, \"index\": 2043}, {\"equity_curve\": 0.183, \"index\": 2044}, {\"equity_curve\": 0.188, \"index\": 2045}, {\"equity_curve\": 0.188, \"index\": 2046}, {\"equity_curve\": 0.183, \"index\": 2047}, {\"equity_curve\": 0.186, \"index\": 2048}, {\"equity_curve\": 0.186, \"index\": 2049}, {\"equity_curve\": 0.185, \"index\": 2050}, {\"equity_curve\": 0.181, \"index\": 2051}, {\"equity_curve\": 0.179, \"index\": 2052}, {\"equity_curve\": 0.171, \"index\": 2053}, {\"equity_curve\": 0.175, \"index\": 2054}, {\"equity_curve\": 0.175, \"index\": 2055}, {\"equity_curve\": 0.176, \"index\": 2056}, {\"equity_curve\": 0.174, \"index\": 2057}, {\"equity_curve\": 0.174, \"index\": 2058}, {\"equity_curve\": 0.169, \"index\": 2059}, {\"equity_curve\": 0.173, \"index\": 2060}, {\"equity_curve\": 0.176, \"index\": 2061}, {\"equity_curve\": 0.171, \"index\": 2062}, {\"equity_curve\": 0.165, \"index\": 2063}, {\"equity_curve\": 0.174, \"index\": 2064}, {\"equity_curve\": 0.183, \"index\": 2065}, {\"equity_curve\": 0.182, \"index\": 2066}, {\"equity_curve\": 0.171, \"index\": 2067}, {\"equity_curve\": 0.181, \"index\": 2068}, {\"equity_curve\": 0.178, \"index\": 2069}, {\"equity_curve\": 0.175, \"index\": 2070}, {\"equity_curve\": 0.177, \"index\": 2071}, {\"equity_curve\": 0.18, \"index\": 2072}, {\"equity_curve\": 0.181, \"index\": 2073}, {\"equity_curve\": 0.182, \"index\": 2074}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 2074}]}, {\"name\": \"source_0_y_domain_equity_curve\", \"values\": [{\"min\": -0.021, \"max\": 0.225}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"stroke\": {\"value\": \"#4c78a8\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve\\\": format(datum[\\\"equity_curve\\\"], \\\"\\\")}\"}, \"y\": {\"field\": \"equity_curve\", \"scale\": \"y\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve\\\"]) && isFinite(+datum[\\\"equity_curve\\\"])\"}}}, \"clip\": true, \"style\": [\"line\"], \"interactive\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"nice\": true, \"zero\": false, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve\\\"]\"}, \"nice\": true}], \"axes\": [{\"scale\": \"x\", \"aria\": false, \"zindex\": 0, \"ticks\": false, \"orient\": \"bottom\", \"grid\": true, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"domain\": false, \"minExtent\": 0, \"gridScale\": \"y\", \"maxExtent\": 0, \"labels\": false}, {\"scale\": \"y\", \"orient\": \"left\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"maxExtent\": 0, \"aria\": false, \"grid\": true, \"zindex\": 0, \"domain\": false, \"labels\": false, \"gridScale\": \"x\", \"minExtent\": 0, \"ticks\": false}, {\"scale\": \"x\", \"grid\": false, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"orient\": \"bottom\", \"title\": \"index\", \"labelFlush\": true, \"labelOverlap\": true, \"zindex\": 0}, {\"scale\": \"y\", \"grid\": false, \"labelOverlap\": true, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"title\": \"equity_curve\", \"zindex\": 0, \"orient\": \"left\"}], \"title\": {\"text\": \"equity_curve\", \"frame\": \"group\"}, \"background\": \"white\", \"padding\": 5, \"width\": 800, \"style\": \"cell\", \"height\": 400}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.plot_column(model_trades, 'equity_curve')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "0f2694af",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5214457831325301"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_trades['is_won'].mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "7023f988",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (2_075, 14)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>y_pred</th><th>y_true</th><th>is_won</th><th>position</th><th>trade_log_return</th><th>equity_curve</th><th>drawdown_log_return</th><th>tx_fee_log</th><th>trade_log_return_net</th><th>equity_curve_net</th><th>trade_log_return_net_maker</th><th>trade_log_return_net_taker</th><th>equity_curve_net_maker</th><th>equity_curve_net_taker</th></tr><tr><td>f32</td><td>f32</td><td>bool</td><td>f32</td><td>f32</td><td>f32</td><td>f32</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>0.00006</td><td>0.007435</td><td>true</td><td>1.0</td><td>0.007435</td><td>0.007435</td><td>0.0</td><td>-0.0006</td><td>0.006835</td><td>0.006835</td><td>-9.202905</td><td>-8.104293</td><td>-9.202905</td><td>-8.104293</td></tr><tr><td>0.000054</td><td>-0.017844</td><td>false</td><td>1.0</td><td>-0.017844</td><td>-0.010409</td><td>-0.017844</td><td>-0.0006</td><td>-0.018444</td><td>-0.011609</td><td>-9.228184</td><td>-8.129572</td><td>-18.431089</td><td>-16.233865</td></tr><tr><td>-0.000117</td><td>0.003558</td><td>false</td><td>-1.0</td><td>-0.003558</td><td>-0.013967</td><td>-0.021402</td><td>-0.0006</td><td>-0.004158</td><td>-0.015767</td><td>-9.213898</td><td>-8.115286</td><td>-27.644988</td><td>-24.349151</td></tr><tr><td>0.000525</td><td>0.006874</td><td>true</td><td>1.0</td><td>0.006874</td><td>-0.007092</td><td>-0.014527</td><td>-0.0006</td><td>0.006274</td><td>-0.009493</td><td>-9.203466</td><td>-8.104854</td><td>-36.848454</td><td>-32.454005</td></tr><tr><td>-0.000018</td><td>0.001873</td><td>false</td><td>-1.0</td><td>-0.001873</td><td>-0.008965</td><td>-0.0164</td><td>-0.0006</td><td>-0.002473</td><td>-0.011966</td><td>-9.212213</td><td>-8.113601</td><td>-46.060667</td><td>-40.567606</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>-0.000173</td><td>0.002465</td><td>false</td><td>-1.0</td><td>-0.002465</td><td>0.175485</td><td>-0.049873</td><td>-0.0006</td><td>-0.003065</td><td>-1.067488</td><td>-9.212805</td><td>-8.114193</td><td>-19074.439425</td><td>-16799.213376</td></tr><tr><td>0.000138</td><td>0.001222</td><td>true</td><td>1.0</td><td>0.001222</td><td>0.176707</td><td>-0.048651</td><td>-0.0006</td><td>0.000622</td><td>-1.066866</td><td>-9.209119</td><td>-8.110506</td><td>-19083.648544</td><td>-16807.323882</td></tr><tr><td>0.000009</td><td>0.002989</td><td>true</td><td>1.0</td><td>0.002989</td><td>0.179696</td><td>-0.045661</td><td>-0.0006</td><td>0.002389</td><td>-1.064477</td><td>-9.207351</td><td>-8.108739</td><td>-19092.855895</td><td>-16815.432621</td></tr><tr><td>0.000041</td><td>0.001742</td><td>true</td><td>1.0</td><td>0.001742</td><td>0.181438</td><td>-0.043919</td><td>-0.0006</td><td>0.001142</td><td>-1.063335</td><td>-9.208598</td><td>-8.109986</td><td>-19102.064493</td><td>-16823.542606</td></tr><tr><td>-0.000004</td><td>-0.000331</td><td>true</td><td>-1.0</td><td>0.000331</td><td>0.181769</td><td>-0.043589</td><td>-0.0006</td><td>-0.00027</td><td>-1.063605</td><td>-9.21001</td><td>-8.111397</td><td>-19111.274503</td><td>-16831.654004</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (2_075, 14)\n",
       "┌───────────┬───────────┬────────┬──────────┬───────────────┬──────────────┬───────────────┬────────────┬───────────────┬───────────────┬───────────────┬───────────────┬───────────────┬──────────────┐\n",
       "│ y_pred    ┆ y_true    ┆ is_won ┆ position ┆ trade_log_ret ┆ equity_curve ┆ drawdown_log_ ┆ tx_fee_log ┆ trade_log_ret ┆ equity_curve_ ┆ trade_log_ret ┆ trade_log_ret ┆ equity_curve_ ┆ equity_curve │\n",
       "│ ---       ┆ ---       ┆ ---    ┆ ---      ┆ urn           ┆ ---          ┆ return        ┆ ---        ┆ urn_net       ┆ net           ┆ urn_net_maker ┆ urn_net_taker ┆ net_maker     ┆ _net_taker   │\n",
       "│ f32       ┆ f32       ┆ bool   ┆ f32      ┆ ---           ┆ f32          ┆ ---           ┆ f64        ┆ ---           ┆ ---           ┆ ---           ┆ ---           ┆ ---           ┆ ---          │\n",
       "│           ┆           ┆        ┆          ┆ f32           ┆              ┆ f32           ┆            ┆ f64           ┆ f64           ┆ f64           ┆ f64           ┆ f64           ┆ f64          │\n",
       "╞═══════════╪═══════════╪════════╪══════════╪═══════════════╪══════════════╪═══════════════╪════════════╪═══════════════╪═══════════════╪═══════════════╪═══════════════╪═══════════════╪══════════════╡\n",
       "│ 0.00006   ┆ 0.007435  ┆ true   ┆ 1.0      ┆ 0.007435      ┆ 0.007435     ┆ 0.0           ┆ -0.0006    ┆ 0.006835      ┆ 0.006835      ┆ -9.202905     ┆ -8.104293     ┆ -9.202905     ┆ -8.104293    │\n",
       "│ 0.000054  ┆ -0.017844 ┆ false  ┆ 1.0      ┆ -0.017844     ┆ -0.010409    ┆ -0.017844     ┆ -0.0006    ┆ -0.018444     ┆ -0.011609     ┆ -9.228184     ┆ -8.129572     ┆ -18.431089    ┆ -16.233865   │\n",
       "│ -0.000117 ┆ 0.003558  ┆ false  ┆ -1.0     ┆ -0.003558     ┆ -0.013967    ┆ -0.021402     ┆ -0.0006    ┆ -0.004158     ┆ -0.015767     ┆ -9.213898     ┆ -8.115286     ┆ -27.644988    ┆ -24.349151   │\n",
       "│ 0.000525  ┆ 0.006874  ┆ true   ┆ 1.0      ┆ 0.006874      ┆ -0.007092    ┆ -0.014527     ┆ -0.0006    ┆ 0.006274      ┆ -0.009493     ┆ -9.203466     ┆ -8.104854     ┆ -36.848454    ┆ -32.454005   │\n",
       "│ -0.000018 ┆ 0.001873  ┆ false  ┆ -1.0     ┆ -0.001873     ┆ -0.008965    ┆ -0.0164       ┆ -0.0006    ┆ -0.002473     ┆ -0.011966     ┆ -9.212213     ┆ -8.113601     ┆ -46.060667    ┆ -40.567606   │\n",
       "│ …         ┆ …         ┆ …      ┆ …        ┆ …             ┆ …            ┆ …             ┆ …          ┆ …             ┆ …             ┆ …             ┆ …             ┆ …             ┆ …            │\n",
       "│ -0.000173 ┆ 0.002465  ┆ false  ┆ -1.0     ┆ -0.002465     ┆ 0.175485     ┆ -0.049873     ┆ -0.0006    ┆ -0.003065     ┆ -1.067488     ┆ -9.212805     ┆ -8.114193     ┆ -19074.439425 ┆ -16799.21337 │\n",
       "│           ┆           ┆        ┆          ┆               ┆              ┆               ┆            ┆               ┆               ┆               ┆               ┆               ┆ 6            │\n",
       "│ 0.000138  ┆ 0.001222  ┆ true   ┆ 1.0      ┆ 0.001222      ┆ 0.176707     ┆ -0.048651     ┆ -0.0006    ┆ 0.000622      ┆ -1.066866     ┆ -9.209119     ┆ -8.110506     ┆ -19083.648544 ┆ -16807.32388 │\n",
       "│           ┆           ┆        ┆          ┆               ┆              ┆               ┆            ┆               ┆               ┆               ┆               ┆               ┆ 2            │\n",
       "│ 0.000009  ┆ 0.002989  ┆ true   ┆ 1.0      ┆ 0.002989      ┆ 0.179696     ┆ -0.045661     ┆ -0.0006    ┆ 0.002389      ┆ -1.064477     ┆ -9.207351     ┆ -8.108739     ┆ -19092.855895 ┆ -16815.43262 │\n",
       "│           ┆           ┆        ┆          ┆               ┆              ┆               ┆            ┆               ┆               ┆               ┆               ┆               ┆ 1            │\n",
       "│ 0.000041  ┆ 0.001742  ┆ true   ┆ 1.0      ┆ 0.001742      ┆ 0.181438     ┆ -0.043919     ┆ -0.0006    ┆ 0.001142      ┆ -1.063335     ┆ -9.208598     ┆ -8.109986     ┆ -19102.064493 ┆ -16823.54260 │\n",
       "│           ┆           ┆        ┆          ┆               ┆              ┆               ┆            ┆               ┆               ┆               ┆               ┆               ┆ 6            │\n",
       "│ -0.000004 ┆ -0.000331 ┆ true   ┆ -1.0     ┆ 0.000331      ┆ 0.181769     ┆ -0.043589     ┆ -0.0006    ┆ -0.00027      ┆ -1.063605     ┆ -9.21001      ┆ -8.111397     ┆ -19111.274503 ┆ -16831.65400 │\n",
       "│           ┆           ┆        ┆          ┆               ┆              ┆               ┆            ┆               ┆               ┆               ┆               ┆               ┆ 4            │\n",
       "└───────────┴───────────┴────────┴──────────┴───────────────┴──────────────┴───────────────┴────────────┴───────────────┴───────────────┴───────────────┴───────────────┴───────────────┴──────────────┘"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_trades = research.add_tx_fees_log(model_trades, maker_fee, taker_fee)\n",
    "model_trades"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "3ffdcf51",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading BTCUSDT: 100%|██████████| 346/346 [00:21<00:00, 16.24day/s]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1_384, 5)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69939.9</td><td>71607.0</td><td>69733.0</td><td>71010.9</td></tr><tr><td>2024-10-29 06:00:00</td><td>71010.8</td><td>71580.0</td><td>70803.0</td><td>71440.1</td></tr><tr><td>2024-10-29 12:00:00</td><td>71440.0</td><td>72972.0</td><td>70900.0</td><td>72700.8</td></tr><tr><td>2024-10-29 18:00:00</td><td>72700.8</td><td>73660.0</td><td>71871.1</td><td>72739.5</td></tr><tr><td>2024-10-30 00:00:00</td><td>72739.5</td><td>72797.4</td><td>72018.0</td><td>72516.3</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-08 18:00:00</td><td>123985.5</td><td>124169.2</td><td>122739.7</td><td>123237.5</td></tr><tr><td>2025-10-09 00:00:00</td><td>123237.4</td><td>123279.7</td><td>121411.8</td><td>122052.6</td></tr><tr><td>2025-10-09 06:00:00</td><td>122052.6</td><td>122777.0</td><td>121081.5</td><td>122672.9</td></tr><tr><td>2025-10-09 12:00:00</td><td>122673.0</td><td>123740.1</td><td>119572.8</td><td>120915.6</td></tr><tr><td>2025-10-09 18:00:00</td><td>120915.5</td><td>121712.4</td><td>120319.0</td><td>121579.3</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1_384, 5)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69939.9  ┆ 71607.0  ┆ 69733.0  ┆ 71010.9  │\n",
       "│ 2024-10-29 06:00:00 ┆ 71010.8  ┆ 71580.0  ┆ 70803.0  ┆ 71440.1  │\n",
       "│ 2024-10-29 12:00:00 ┆ 71440.0  ┆ 72972.0  ┆ 70900.0  ┆ 72700.8  │\n",
       "│ 2024-10-29 18:00:00 ┆ 72700.8  ┆ 73660.0  ┆ 71871.1  ┆ 72739.5  │\n",
       "│ 2024-10-30 00:00:00 ┆ 72739.5  ┆ 72797.4  ┆ 72018.0  ┆ 72516.3  │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        │\n",
       "│ 2025-10-08 18:00:00 ┆ 123985.5 ┆ 124169.2 ┆ 122739.7 ┆ 123237.5 │\n",
       "│ 2025-10-09 00:00:00 ┆ 123237.4 ┆ 123279.7 ┆ 121411.8 ┆ 122052.6 │\n",
       "│ 2025-10-09 06:00:00 ┆ 122052.6 ┆ 122777.0 ┆ 121081.5 ┆ 122672.9 │\n",
       "│ 2025-10-09 12:00:00 ┆ 122673.0 ┆ 123740.1 ┆ 119572.8 ┆ 120915.6 │\n",
       "│ 2025-10-09 18:00:00 ┆ 120915.5 ┆ 121712.4 ┆ 120319.0 ┆ 121579.3 │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "time_interval = '6h'\n",
    "ts = research.load_ohlc_timeseries_range(sym, time_interval, start_date, end_date)\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "94a1c470",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1_384, 9)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69939.9</td><td>71607.0</td><td>69733.0</td><td>71010.9</td><td>null</td><td>null</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 06:00:00</td><td>71010.8</td><td>71580.0</td><td>70803.0</td><td>71440.1</td><td>0.006026</td><td>null</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 12:00:00</td><td>71440.0</td><td>72972.0</td><td>70900.0</td><td>72700.8</td><td>0.017493</td><td>0.006026</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 18:00:00</td><td>72700.8</td><td>73660.0</td><td>71871.1</td><td>72739.5</td><td>0.000532</td><td>0.017493</td><td>0.006026</td><td>null</td></tr><tr><td>2024-10-30 00:00:00</td><td>72739.5</td><td>72797.4</td><td>72018.0</td><td>72516.3</td><td>-0.003073</td><td>0.000532</td><td>0.017493</td><td>0.006026</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-08 18:00:00</td><td>123985.5</td><td>124169.2</td><td>122739.7</td><td>123237.5</td><td>-0.006051</td><td>0.009398</td><td>0.012186</td><td>0.000425</td></tr><tr><td>2025-10-09 00:00:00</td><td>123237.4</td><td>123279.7</td><td>121411.8</td><td>122052.6</td><td>-0.009661</td><td>-0.006051</td><td>0.009398</td><td>0.012186</td></tr><tr><td>2025-10-09 06:00:00</td><td>122052.6</td><td>122777.0</td><td>121081.5</td><td>122672.9</td><td>0.005069</td><td>-0.009661</td><td>-0.006051</td><td>0.009398</td></tr><tr><td>2025-10-09 12:00:00</td><td>122673.0</td><td>123740.1</td><td>119572.8</td><td>120915.6</td><td>-0.014429</td><td>0.005069</td><td>-0.009661</td><td>-0.006051</td></tr><tr><td>2025-10-09 18:00:00</td><td>120915.5</td><td>121712.4</td><td>120319.0</td><td>121579.3</td><td>0.005474</td><td>-0.014429</td><td>0.005069</td><td>-0.009661</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1_384, 9)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69939.9  ┆ 71607.0  ┆ 69733.0  ┆ 71010.9  ┆ null             ┆ null                   ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 06:00:00 ┆ 71010.8  ┆ 71580.0  ┆ 70803.0  ┆ 71440.1  ┆ 0.006026         ┆ null                   ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 12:00:00 ┆ 71440.0  ┆ 72972.0  ┆ 70900.0  ┆ 72700.8  ┆ 0.017493         ┆ 0.006026               ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 18:00:00 ┆ 72700.8  ┆ 73660.0  ┆ 71871.1  ┆ 72739.5  ┆ 0.000532         ┆ 0.017493               ┆ 0.006026               ┆ null                   │\n",
       "│ 2024-10-30 00:00:00 ┆ 72739.5  ┆ 72797.4  ┆ 72018.0  ┆ 72516.3  ┆ -0.003073        ┆ 0.000532               ┆ 0.017493               ┆ 0.006026               │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                ┆ …                      ┆ …                      ┆ …                      │\n",
       "│ 2025-10-08 18:00:00 ┆ 123985.5 ┆ 124169.2 ┆ 122739.7 ┆ 123237.5 ┆ -0.006051        ┆ 0.009398               ┆ 0.012186               ┆ 0.000425               │\n",
       "│ 2025-10-09 00:00:00 ┆ 123237.4 ┆ 123279.7 ┆ 121411.8 ┆ 122052.6 ┆ -0.009661        ┆ -0.006051              ┆ 0.009398               ┆ 0.012186               │\n",
       "│ 2025-10-09 06:00:00 ┆ 122052.6 ┆ 122777.0 ┆ 121081.5 ┆ 122672.9 ┆ 0.005069         ┆ -0.009661              ┆ -0.006051              ┆ 0.009398               │\n",
       "│ 2025-10-09 12:00:00 ┆ 122673.0 ┆ 123740.1 ┆ 119572.8 ┆ 120915.6 ┆ -0.014429        ┆ 0.005069               ┆ -0.009661              ┆ -0.006051              │\n",
       "│ 2025-10-09 18:00:00 ┆ 120915.5 ┆ 121712.4 ┆ 120319.0 ┆ 121579.3 ┆ 0.005474         ┆ -0.014429              ┆ 0.005069               ┆ -0.009661              │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "no_lags = 3\n",
    "ts = research.add_log_return_features(ts, 'close', forecast_horizon, max_no_lags=no_lags)\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "5c789833",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (3, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.550725</td><td>0.005243</td><td>-0.005837</td><td>0.041011</td><td>-0.027085</td><td>0.000265</td><td>0.007678</td><td>0.091406</td><td>1.095714</td><td>-0.107804</td><td>-0.077902</td><td>0.100361</td><td>3.229774</td><td>&quot;[-0.06635377]&quot;</td><td>&quot;0.0005011901957914233&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00794159]&quot;</td><td>&quot;0.00047139523667283356&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00370021]&quot;</td><td>&quot;0.00046539169852621853&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (3, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.550725 ┆ 0.005243 ┆ -0.00583 ┆ 0.041011 ┆ -0.02708 ┆ 0.000265 ┆ 0.007678 ┆ 0.091406 ┆ 1.095714 ┆ -0.10780 ┆ -0.07790 ┆ 0.100361 ┆ 3.229774 ┆ [-0.0663 ┆ 0.000501 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 7        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 4        ┆ 2        ┆          ┆          ┆ 5377]    ┆ 19019579 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 14233    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0079 ┆ 0.000471 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 4159]    ┆ 39523667 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 283356   │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0037 ┆ 0.000465 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 0021]    ┆ 39169852 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 621853   │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "target = 'close_log_return'\n",
    "feature_pool = [f'{target}_lag_{i}' for i in range(1, no_lags + 1)]\n",
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, loss=nn.HuberLoss())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "7f7a7df4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (4, 4)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th></tr><tr><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>1.0</td><td>-0.009991</td><td>-0.05972</td><td>-0.009533</td></tr><tr><td>-0.009991</td><td>1.0</td><td>-0.009586</td><td>-0.059841</td></tr><tr><td>-0.05972</td><td>-0.009586</td><td>1.0</td><td>-0.00873</td></tr><tr><td>-0.009533</td><td>-0.059841</td><td>-0.00873</td><td>1.0</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (4, 4)\n",
       "┌──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 │\n",
       "│ ---              ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ f64              ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 1.0              ┆ -0.009991              ┆ -0.05972               ┆ -0.009533              │\n",
       "│ -0.009991        ┆ 1.0                    ┆ -0.009586              ┆ -0.059841              │\n",
       "│ -0.05972         ┆ -0.009586              ┆ 1.0                    ┆ -0.00873               │\n",
       "│ -0.009533        ┆ -0.059841              ┆ -0.00873               ┆ 1.0                    │\n",
       "└──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.auto_reg_corr_matrx(ts.drop_nulls(), target, no_lags)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "4d120076",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (3, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.550725</td><td>0.005243</td><td>-0.005837</td><td>0.041011</td><td>-0.027085</td><td>0.000265</td><td>0.007678</td><td>0.091406</td><td>1.095714</td><td>-0.107804</td><td>-0.077902</td><td>0.100361</td><td>3.229774</td><td>&quot;[-0.06619783]&quot;</td><td>&quot;0.0004998851800337434&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00758726]&quot;</td><td>&quot;0.00046671958989463747&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00386026]&quot;</td><td>&quot;0.00046681109233759344&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (3, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.550725 ┆ 0.005243 ┆ -0.00583 ┆ 0.041011 ┆ -0.02708 ┆ 0.000265 ┆ 0.007678 ┆ 0.091406 ┆ 1.095714 ┆ -0.10780 ┆ -0.07790 ┆ 0.100361 ┆ 3.229774 ┆ [-0.0661 ┆ 0.000499 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 7        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 4        ┆ 2        ┆          ┆          ┆ 9783]    ┆ 88518003 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 37434    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0075 ┆ 0.000466 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 8726]    ┆ 71958989 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 463747   │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0038 ┆ 0.000466 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 6026]    ┆ 81109233 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 759344   │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, loss=nn.MSELoss())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "de24ada0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (3, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>415</td><td>0.546988</td><td>0.005407</td><td>-0.005376</td><td>0.041011</td><td>-0.027085</td><td>0.000522</td><td>0.007678</td><td>0.216666</td><td>1.241929</td><td>-0.103148</td><td>-0.000011</td><td>0.252987</td><td>6.364213</td><td>&quot;[-0.02600251]&quot;</td><td>&quot;0.00023229577345773578&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>415</td><td>0.53253</td><td>0.005503</td><td>-0.005267</td><td>0.041011</td><td>-0.027085</td><td>0.000469</td><td>0.007681</td><td>0.194468</td><td>1.214664</td><td>-0.13558</td><td>-0.010205</td><td>0.250161</td><td>5.709613</td><td>&quot;[-0.05923362]&quot;</td><td>&quot;0.00044723410974256694&quot;</td></tr><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>415</td><td>0.549398</td><td>0.005155</td><td>-0.005682</td><td>0.028236</td><td>-0.041011</td><td>0.000272</td><td>0.007691</td><td>0.112835</td><td>1.119448</td><td>-0.16492</td><td>-0.032449</td><td>0.137133</td><td>3.308776</td><td>&quot;[-0.08242929]&quot;</td><td>&quot;0.0004675340896937996&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (3, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 415      ┆ 0.546988 ┆ 0.005407 ┆ -0.00537 ┆ 0.041011 ┆ -0.02708 ┆ 0.000522 ┆ 0.007678 ┆ 0.216666 ┆ 1.241929 ┆ -0.10314 ┆ -0.00001 ┆ 0.252987 ┆ 6.364213 ┆ [-0.0260 ┆ 0.000232 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 6        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 8        ┆ 1        ┆          ┆          ┆ 0251]    ┆ 29577345 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 773578   │\n",
       "│ close_log ┆ close_lo ┆ 415      ┆ 0.53253  ┆ 0.005503 ┆ -0.00526 ┆ 0.041011 ┆ -0.02708 ┆ 0.000469 ┆ 0.007681 ┆ 0.194468 ┆ 1.214664 ┆ -0.13558 ┆ -0.01020 ┆ 0.250161 ┆ 5.709613 ┆ [-0.0592 ┆ 0.000447 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 7        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆          ┆ 5        ┆          ┆          ┆ 3362]    ┆ 23410974 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 256694   │\n",
       "│ close_log ┆ close_lo ┆ 415      ┆ 0.549398 ┆ 0.005155 ┆ -0.00568 ┆ 0.028236 ┆ -0.04101 ┆ 0.000272 ┆ 0.007691 ┆ 0.112835 ┆ 1.119448 ┆ -0.16492 ┆ -0.03244 ┆ 0.137133 ┆ 3.308776 ┆ [-0.0824 ┆ 0.000467 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 2        ┆          ┆ 1        ┆          ┆          ┆          ┆          ┆          ┆ 9        ┆          ┆          ┆ 2929]    ┆ 53408969 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 37996    │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, loss=nn.L1Loss(), test_size=0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "c6cba0dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-aa5a819e6e9d4a9289a31644c9d7870e.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-aa5a819e6e9d4a9289a31644c9d7870e.vega-embed details,\n",
       "  #altair-viz-aa5a819e6e9d4a9289a31644c9d7870e.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-aa5a819e6e9d4a9289a31644c9d7870e\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-aa5a819e6e9d4a9289a31644c9d7870e\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-aa5a819e6e9d4a9289a31644c9d7870e\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve\": 0.003, \"index\": 0}, {\"equity_curve\": 0.004, \"index\": 1}, {\"equity_curve\": 0.011, \"index\": 2}, {\"equity_curve\": 0.014, \"index\": 3}, {\"equity_curve\": 0.01, \"index\": 4}, {\"equity_curve\": 0.01, \"index\": 5}, {\"equity_curve\": 0.005, \"index\": 6}, {\"equity_curve\": 0.016, \"index\": 7}, {\"equity_curve\": 0.016, \"index\": 8}, {\"equity_curve\": 0.028, \"index\": 9}, {\"equity_curve\": 0.04, \"index\": 10}, {\"equity_curve\": 0.026, \"index\": 11}, {\"equity_curve\": 0.029, \"index\": 12}, {\"equity_curve\": 0.031, \"index\": 13}, {\"equity_curve\": 0.032, \"index\": 14}, {\"equity_curve\": 0.028, \"index\": 15}, {\"equity_curve\": 0.028, \"index\": 16}, {\"equity_curve\": 0.028, \"index\": 17}, {\"equity_curve\": 0.029, \"index\": 18}, {\"equity_curve\": 0.03, \"index\": 19}, {\"equity_curve\": 0.023, \"index\": 20}, {\"equity_curve\": 0.033, \"index\": 21}, {\"equity_curve\": 0.036, \"index\": 22}, {\"equity_curve\": 0.034, \"index\": 23}, {\"equity_curve\": 0.03, \"index\": 24}, {\"equity_curve\": 0.03, \"index\": 25}, {\"equity_curve\": 0.045, \"index\": 26}, {\"equity_curve\": 0.045, \"index\": 27}, {\"equity_curve\": 0.052, \"index\": 28}, {\"equity_curve\": 0.04, \"index\": 29}, {\"equity_curve\": 0.039, \"index\": 30}, {\"equity_curve\": 0.036, \"index\": 31}, {\"equity_curve\": 0.041, \"index\": 32}, {\"equity_curve\": 0.031, \"index\": 33}, {\"equity_curve\": 0.04, \"index\": 34}, {\"equity_curve\": 0.035, \"index\": 35}, {\"equity_curve\": 0.028, \"index\": 36}, {\"equity_curve\": 0.004, \"index\": 37}, {\"equity_curve\": 0.013, \"index\": 38}, {\"equity_curve\": 0.017, \"index\": 39}, {\"equity_curve\": 0.031, \"index\": 40}, {\"equity_curve\": 0.032, \"index\": 41}, {\"equity_curve\": 0.035, \"index\": 42}, {\"equity_curve\": 0.038, \"index\": 43}, {\"equity_curve\": 0.036, \"index\": 44}, {\"equity_curve\": 0.04, \"index\": 45}, {\"equity_curve\": 0.038, \"index\": 46}, {\"equity_curve\": 0.047, \"index\": 47}, {\"equity_curve\": 0.045, \"index\": 48}, {\"equity_curve\": 0.046, \"index\": 49}, {\"equity_curve\": 0.04, \"index\": 50}, {\"equity_curve\": 0.03, \"index\": 51}, {\"equity_curve\": 0.034, \"index\": 52}, {\"equity_curve\": 0.04, \"index\": 53}, {\"equity_curve\": 0.038, \"index\": 54}, {\"equity_curve\": 0.031, \"index\": 55}, {\"equity_curve\": 0.033, \"index\": 56}, {\"equity_curve\": 0.033, \"index\": 57}, {\"equity_curve\": 0.029, \"index\": 58}, {\"equity_curve\": 0.031, \"index\": 59}, {\"equity_curve\": 0.031, \"index\": 60}, {\"equity_curve\": 0.036, \"index\": 61}, {\"equity_curve\": 0.036, \"index\": 62}, {\"equity_curve\": 0.031, \"index\": 63}, {\"equity_curve\": 0.014, \"index\": 64}, {\"equity_curve\": 0.012, \"index\": 65}, {\"equity_curve\": 0.01, \"index\": 66}, {\"equity_curve\": 0.002, \"index\": 67}, {\"equity_curve\": -0.008, \"index\": 68}, {\"equity_curve\": -0.002, \"index\": 69}, {\"equity_curve\": -0.003, \"index\": 70}, {\"equity_curve\": -0.013, \"index\": 71}, {\"equity_curve\": -0.014, \"index\": 72}, {\"equity_curve\": -0.005, \"index\": 73}, {\"equity_curve\": -0.007, \"index\": 74}, {\"equity_curve\": -0.005, \"index\": 75}, {\"equity_curve\": -0.004, \"index\": 76}, {\"equity_curve\": -0.002, \"index\": 77}, {\"equity_curve\": -0.001, \"index\": 78}, {\"equity_curve\": 0.005, \"index\": 79}, {\"equity_curve\": 0.003, \"index\": 80}, {\"equity_curve\": -0.002, \"index\": 81}, {\"equity_curve\": 0.002, \"index\": 82}, {\"equity_curve\": -0.009, \"index\": 83}, {\"equity_curve\": -0.005, \"index\": 84}, {\"equity_curve\": -0.004, \"index\": 85}, {\"equity_curve\": -0.004, \"index\": 86}, {\"equity_curve\": 0.007, \"index\": 87}, {\"equity_curve\": 0.012, \"index\": 88}, {\"equity_curve\": 0.008, \"index\": 89}, {\"equity_curve\": 0.025, \"index\": 90}, {\"equity_curve\": 0.025, \"index\": 91}, {\"equity_curve\": 0.034, \"index\": 92}, {\"equity_curve\": 0.026, \"index\": 93}, {\"equity_curve\": 0.029, \"index\": 94}, {\"equity_curve\": 0.027, \"index\": 95}, {\"equity_curve\": 0.027, \"index\": 96}, {\"equity_curve\": 0.027, \"index\": 97}, {\"equity_curve\": 0.031, \"index\": 98}, {\"equity_curve\": 0.027, \"index\": 99}, {\"equity_curve\": 0.025, \"index\": 100}, {\"equity_curve\": 0.039, \"index\": 101}, {\"equity_curve\": 0.036, \"index\": 102}, {\"equity_curve\": 0.038, \"index\": 103}, {\"equity_curve\": 0.044, \"index\": 104}, {\"equity_curve\": 0.067, \"index\": 105}, {\"equity_curve\": 0.08, \"index\": 106}, {\"equity_curve\": 0.071, \"index\": 107}, {\"equity_curve\": 0.064, \"index\": 108}, {\"equity_curve\": 0.065, \"index\": 109}, {\"equity_curve\": 0.062, \"index\": 110}, {\"equity_curve\": 0.069, \"index\": 111}, {\"equity_curve\": 0.076, \"index\": 112}, {\"equity_curve\": 0.067, \"index\": 113}, {\"equity_curve\": 0.08, \"index\": 114}, {\"equity_curve\": 0.069, \"index\": 115}, {\"equity_curve\": 0.057, \"index\": 116}, {\"equity_curve\": 0.066, \"index\": 117}, {\"equity_curve\": 0.056, \"index\": 118}, {\"equity_curve\": 0.03, \"index\": 119}, {\"equity_curve\": 0.034, \"index\": 120}, {\"equity_curve\": 0.039, \"index\": 121}, {\"equity_curve\": 0.039, \"index\": 122}, {\"equity_curve\": 0.028, \"index\": 123}, {\"equity_curve\": 0.025, \"index\": 124}, {\"equity_curve\": 0.028, \"index\": 125}, {\"equity_curve\": 0.026, \"index\": 126}, {\"equity_curve\": 0.029, \"index\": 127}, {\"equity_curve\": 0.026, \"index\": 128}, {\"equity_curve\": 0.031, \"index\": 129}, {\"equity_curve\": 0.034, \"index\": 130}, {\"equity_curve\": 0.03, \"index\": 131}, {\"equity_curve\": 0.026, \"index\": 132}, {\"equity_curve\": 0.011, \"index\": 133}, {\"equity_curve\": 0.005, \"index\": 134}, {\"equity_curve\": 0.018, \"index\": 135}, {\"equity_curve\": 0.019, \"index\": 136}, {\"equity_curve\": 0.008, \"index\": 137}, {\"equity_curve\": 0.013, \"index\": 138}, {\"equity_curve\": -0.005, \"index\": 139}, {\"equity_curve\": -0.01, \"index\": 140}, {\"equity_curve\": -0.003, \"index\": 141}, {\"equity_curve\": -0.003, \"index\": 142}, {\"equity_curve\": 0.002, \"index\": 143}, {\"equity_curve\": 0.002, \"index\": 144}, {\"equity_curve\": -0.0, \"index\": 145}, {\"equity_curve\": -0.008, \"index\": 146}, {\"equity_curve\": -0.014, \"index\": 147}, {\"equity_curve\": -0.013, \"index\": 148}, {\"equity_curve\": -0.007, \"index\": 149}, {\"equity_curve\": -0.015, \"index\": 150}, {\"equity_curve\": 0.026, \"index\": 151}, {\"equity_curve\": 0.027, \"index\": 152}, {\"equity_curve\": 0.018, \"index\": 153}, {\"equity_curve\": 0.013, \"index\": 154}, {\"equity_curve\": 0.011, \"index\": 155}, {\"equity_curve\": 0.014, \"index\": 156}, {\"equity_curve\": 0.01, \"index\": 157}, {\"equity_curve\": 0.008, \"index\": 158}, {\"equity_curve\": 0.005, \"index\": 159}, {\"equity_curve\": -0.003, \"index\": 160}, {\"equity_curve\": -0.014, \"index\": 161}, {\"equity_curve\": -0.024, \"index\": 162}, {\"equity_curve\": -0.013, \"index\": 163}, {\"equity_curve\": 0.008, \"index\": 164}, {\"equity_curve\": 0.009, \"index\": 165}, {\"equity_curve\": 0.006, \"index\": 166}, {\"equity_curve\": 0.007, \"index\": 167}, {\"equity_curve\": 0.023, \"index\": 168}, {\"equity_curve\": 0.027, \"index\": 169}, {\"equity_curve\": 0.026, \"index\": 170}, {\"equity_curve\": 0.035, \"index\": 171}, {\"equity_curve\": 0.045, \"index\": 172}, {\"equity_curve\": 0.059, \"index\": 173}, {\"equity_curve\": 0.059, \"index\": 174}, {\"equity_curve\": 0.054, \"index\": 175}, {\"equity_curve\": 0.055, \"index\": 176}, {\"equity_curve\": 0.044, \"index\": 177}, {\"equity_curve\": 0.033, \"index\": 178}, {\"equity_curve\": 0.018, \"index\": 179}, {\"equity_curve\": 0.018, \"index\": 180}, {\"equity_curve\": 0.017, \"index\": 181}, {\"equity_curve\": 0.02, \"index\": 182}, {\"equity_curve\": 0.021, \"index\": 183}, {\"equity_curve\": 0.022, \"index\": 184}, {\"equity_curve\": 0.021, \"index\": 185}, {\"equity_curve\": 0.018, \"index\": 186}, {\"equity_curve\": 0.023, \"index\": 187}, {\"equity_curve\": 0.017, \"index\": 188}, {\"equity_curve\": 0.013, \"index\": 189}, {\"equity_curve\": 0.021, \"index\": 190}, {\"equity_curve\": 0.023, \"index\": 191}, {\"equity_curve\": 0.026, \"index\": 192}, {\"equity_curve\": 0.034, \"index\": 193}, {\"equity_curve\": 0.039, \"index\": 194}, {\"equity_curve\": 0.049, \"index\": 195}, {\"equity_curve\": 0.046, \"index\": 196}, {\"equity_curve\": 0.041, \"index\": 197}, {\"equity_curve\": 0.048, \"index\": 198}, {\"equity_curve\": 0.056, \"index\": 199}, {\"equity_curve\": 0.05, \"index\": 200}, {\"equity_curve\": 0.041, \"index\": 201}, {\"equity_curve\": 0.042, \"index\": 202}, {\"equity_curve\": 0.033, \"index\": 203}, {\"equity_curve\": 0.042, \"index\": 204}, {\"equity_curve\": 0.034, \"index\": 205}, {\"equity_curve\": 0.041, \"index\": 206}, {\"equity_curve\": 0.025, \"index\": 207}, {\"equity_curve\": 0.026, \"index\": 208}, {\"equity_curve\": 0.026, \"index\": 209}, {\"equity_curve\": 0.027, \"index\": 210}, {\"equity_curve\": 0.021, \"index\": 211}, {\"equity_curve\": 0.021, \"index\": 212}, {\"equity_curve\": 0.026, \"index\": 213}, {\"equity_curve\": 0.031, \"index\": 214}, {\"equity_curve\": 0.029, \"index\": 215}, {\"equity_curve\": 0.03, \"index\": 216}, {\"equity_curve\": 0.029, \"index\": 217}, {\"equity_curve\": 0.038, \"index\": 218}, {\"equity_curve\": 0.037, \"index\": 219}, {\"equity_curve\": 0.036, \"index\": 220}, {\"equity_curve\": 0.037, \"index\": 221}, {\"equity_curve\": 0.039, \"index\": 222}, {\"equity_curve\": 0.026, \"index\": 223}, {\"equity_curve\": 0.031, \"index\": 224}, {\"equity_curve\": 0.031, \"index\": 225}, {\"equity_curve\": 0.038, \"index\": 226}, {\"equity_curve\": 0.051, \"index\": 227}, {\"equity_curve\": 0.049, \"index\": 228}, {\"equity_curve\": 0.052, \"index\": 229}, {\"equity_curve\": 0.049, \"index\": 230}, {\"equity_curve\": 0.054, \"index\": 231}, {\"equity_curve\": 0.062, \"index\": 232}, {\"equity_curve\": 0.063, \"index\": 233}, {\"equity_curve\": 0.057, \"index\": 234}, {\"equity_curve\": 0.065, \"index\": 235}, {\"equity_curve\": 0.067, \"index\": 236}, {\"equity_curve\": 0.064, \"index\": 237}, {\"equity_curve\": 0.066, \"index\": 238}, {\"equity_curve\": 0.063, \"index\": 239}, {\"equity_curve\": 0.066, \"index\": 240}, {\"equity_curve\": 0.065, \"index\": 241}, {\"equity_curve\": 0.065, \"index\": 242}, {\"equity_curve\": 0.063, \"index\": 243}, {\"equity_curve\": 0.06, \"index\": 244}, {\"equity_curve\": 0.071, \"index\": 245}, {\"equity_curve\": 0.084, \"index\": 246}, {\"equity_curve\": 0.084, \"index\": 247}, {\"equity_curve\": 0.086, \"index\": 248}, {\"equity_curve\": 0.092, \"index\": 249}, {\"equity_curve\": 0.086, \"index\": 250}, {\"equity_curve\": 0.096, \"index\": 251}, {\"equity_curve\": 0.093, \"index\": 252}, {\"equity_curve\": 0.096, \"index\": 253}, {\"equity_curve\": 0.088, \"index\": 254}, {\"equity_curve\": 0.082, \"index\": 255}, {\"equity_curve\": 0.09, \"index\": 256}, {\"equity_curve\": 0.097, \"index\": 257}, {\"equity_curve\": 0.095, \"index\": 258}, {\"equity_curve\": 0.1, \"index\": 259}, {\"equity_curve\": 0.095, \"index\": 260}, {\"equity_curve\": 0.094, \"index\": 261}, {\"equity_curve\": 0.09, \"index\": 262}, {\"equity_curve\": 0.082, \"index\": 263}, {\"equity_curve\": 0.083, \"index\": 264}, {\"equity_curve\": 0.084, \"index\": 265}, {\"equity_curve\": 0.085, \"index\": 266}, {\"equity_curve\": 0.085, \"index\": 267}, {\"equity_curve\": 0.083, \"index\": 268}, {\"equity_curve\": 0.083, \"index\": 269}, {\"equity_curve\": 0.083, \"index\": 270}, {\"equity_curve\": 0.083, \"index\": 271}, {\"equity_curve\": 0.08, \"index\": 272}, {\"equity_curve\": 0.066, \"index\": 273}, {\"equity_curve\": 0.059, \"index\": 274}, {\"equity_curve\": 0.055, \"index\": 275}, {\"equity_curve\": 0.057, \"index\": 276}, {\"equity_curve\": 0.057, \"index\": 277}, {\"equity_curve\": 0.06, \"index\": 278}, {\"equity_curve\": 0.051, \"index\": 279}, {\"equity_curve\": 0.051, \"index\": 280}, {\"equity_curve\": 0.057, \"index\": 281}, {\"equity_curve\": 0.06, \"index\": 282}, {\"equity_curve\": 0.067, \"index\": 283}, {\"equity_curve\": 0.063, \"index\": 284}, {\"equity_curve\": 0.049, \"index\": 285}, {\"equity_curve\": 0.046, \"index\": 286}, {\"equity_curve\": 0.023, \"index\": 287}, {\"equity_curve\": 0.024, \"index\": 288}, {\"equity_curve\": 0.026, \"index\": 289}, {\"equity_curve\": 0.025, \"index\": 290}, {\"equity_curve\": 0.032, \"index\": 291}, {\"equity_curve\": 0.03, \"index\": 292}, {\"equity_curve\": 0.03, \"index\": 293}, {\"equity_curve\": 0.027, \"index\": 294}, {\"equity_curve\": 0.028, \"index\": 295}, {\"equity_curve\": 0.03, \"index\": 296}, {\"equity_curve\": 0.027, \"index\": 297}, {\"equity_curve\": 0.027, \"index\": 298}, {\"equity_curve\": 0.035, \"index\": 299}, {\"equity_curve\": 0.053, \"index\": 300}, {\"equity_curve\": 0.056, \"index\": 301}, {\"equity_curve\": 0.06, \"index\": 302}, {\"equity_curve\": 0.077, \"index\": 303}, {\"equity_curve\": 0.075, \"index\": 304}, {\"equity_curve\": 0.071, \"index\": 305}, {\"equity_curve\": 0.064, \"index\": 306}, {\"equity_curve\": 0.065, \"index\": 307}, {\"equity_curve\": 0.072, \"index\": 308}, {\"equity_curve\": 0.077, \"index\": 309}, {\"equity_curve\": 0.096, \"index\": 310}, {\"equity_curve\": 0.096, \"index\": 311}, {\"equity_curve\": 0.112, \"index\": 312}, {\"equity_curve\": 0.113, \"index\": 313}, {\"equity_curve\": 0.117, \"index\": 314}, {\"equity_curve\": 0.126, \"index\": 315}, {\"equity_curve\": 0.121, \"index\": 316}, {\"equity_curve\": 0.116, \"index\": 317}, {\"equity_curve\": 0.12, \"index\": 318}, {\"equity_curve\": 0.134, \"index\": 319}, {\"equity_curve\": 0.133, \"index\": 320}, {\"equity_curve\": 0.135, \"index\": 321}, {\"equity_curve\": 0.131, \"index\": 322}, {\"equity_curve\": 0.129, \"index\": 323}, {\"equity_curve\": 0.134, \"index\": 324}, {\"equity_curve\": 0.156, \"index\": 325}, {\"equity_curve\": 0.17, \"index\": 326}, {\"equity_curve\": 0.167, \"index\": 327}, {\"equity_curve\": 0.17, \"index\": 328}, {\"equity_curve\": 0.171, \"index\": 329}, {\"equity_curve\": 0.176, \"index\": 330}, {\"equity_curve\": 0.185, \"index\": 331}, {\"equity_curve\": 0.19, \"index\": 332}, {\"equity_curve\": 0.187, \"index\": 333}, {\"equity_curve\": 0.188, \"index\": 334}, {\"equity_curve\": 0.161, \"index\": 335}, {\"equity_curve\": 0.162, \"index\": 336}, {\"equity_curve\": 0.163, \"index\": 337}, {\"equity_curve\": 0.175, \"index\": 338}, {\"equity_curve\": 0.166, \"index\": 339}, {\"equity_curve\": 0.172, \"index\": 340}, {\"equity_curve\": 0.162, \"index\": 341}, {\"equity_curve\": 0.167, \"index\": 342}, {\"equity_curve\": 0.153, \"index\": 343}, {\"equity_curve\": 0.158, \"index\": 344}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 344}]}, {\"name\": \"source_0_y_domain_equity_curve\", \"values\": [{\"min\": -0.024, \"max\": 0.19}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve\\\"]) && isFinite(+datum[\\\"equity_curve\\\"])\"}, \"y\": {\"field\": \"equity_curve\", \"scale\": \"y\"}, \"stroke\": {\"value\": \"#4c78a8\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve\\\": format(datum[\\\"equity_curve\\\"], \\\"\\\")}\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}}}, \"interactive\": true, \"clip\": true, \"style\": [\"line\"]}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"zero\": false, \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve\\\"]\"}, \"zero\": true}], \"axes\": [{\"scale\": \"x\", \"zindex\": 0, \"aria\": false, \"domain\": false, \"labels\": false, \"grid\": true, \"gridScale\": \"y\", \"orient\": \"bottom\", \"maxExtent\": 0, \"minExtent\": 0, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"ticks\": false}, {\"scale\": \"y\", \"zindex\": 0, \"labels\": false, \"aria\": false, \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"gridScale\": \"x\", \"ticks\": false, \"grid\": true, \"minExtent\": 0, \"domain\": false, \"maxExtent\": 0, \"orient\": \"left\"}, {\"scale\": \"x\", \"title\": \"index\", \"orient\": \"bottom\", \"labelOverlap\": true, \"zindex\": 0, \"labelFlush\": true, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"grid\": false}, {\"scale\": \"y\", \"orient\": \"left\", \"grid\": false, \"labelOverlap\": true, \"title\": \"equity_curve\", \"zindex\": 0, \"tickCount\": {\"signal\": \"ceil(height/40)\"}}], \"title\": {\"text\": \"equity_curve\", \"frame\": \"group\"}, \"background\": \"white\", \"width\": 800, \"height\": 400, \"style\": \"cell\", \"padding\": 5}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "features = ['close_log_return_lag_1']\n",
    "model = LinearModel(len(features))\n",
    "model_trades = research.learn_model_trades(ts.drop_nulls(), features, target, model, loss=nn.L1Loss())\n",
    "model_trades = research.add_tx_fees_log(model_trades, maker_fee, taker_fee)\n",
    "research.plot_column(model_trades, 'equity_curve')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "0a1df205",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-5606ae3a413943aa9b5f2141fa2144ea.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-5606ae3a413943aa9b5f2141fa2144ea.vega-embed details,\n",
       "  #altair-viz-5606ae3a413943aa9b5f2141fa2144ea.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-5606ae3a413943aa9b5f2141fa2144ea\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-5606ae3a413943aa9b5f2141fa2144ea\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-5606ae3a413943aa9b5f2141fa2144ea\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve_net_taker\": -8.108981797437401, \"index\": 0}, {\"equity_curve_net_taker\": -16.219691191964287, \"index\": 1}, {\"equity_curve_net_taker\": -24.323840638287088, \"index\": 2}, {\"equity_curve_net_taker\": -32.433177580221496, \"index\": 3}, {\"equity_curve_net_taker\": -40.548682125579724, \"index\": 4}, {\"equity_curve_net_taker\": -48.660753465023035, \"index\": 5}, {\"equity_curve_net_taker\": -56.77739533056634, \"index\": 6}, {\"equity_curve_net_taker\": -64.87827787098905, \"index\": 7}, {\"equity_curve_net_taker\": -72.98934580771052, \"index\": 8}, {\"equity_curve_net_taker\": -81.08929805280741, \"index\": 9}, {\"equity_curve_net_taker\": -89.18924106849758, \"index\": 10}, {\"equity_curve_net_taker\": -97.31444739552916, \"index\": 11}, {\"equity_curve_net_taker\": -105.4234881591897, \"index\": 12}, {\"equity_curve_net_taker\": -113.53286440060845, \"index\": 13}, {\"equity_curve_net_taker\": -121.64352682760656, \"index\": 14}, {\"equity_curve_net_taker\": -129.75960501807782, \"index\": 15}, {\"equity_curve_net_taker\": -137.87109626019074, \"index\": 16}, {\"equity_curve_net_taker\": -145.9827538961856, \"index\": 17}, {\"equity_curve_net_taker\": -154.09408739657064, \"index\": 18}, {\"equity_curve_net_taker\": -162.2046775773842, \"index\": 19}, {\"equity_curve_net_taker\": -170.32310071190412, \"index\": 20}, {\"equity_curve_net_taker\": -178.42479619635162, \"index\": 21}, {\"equity_curve_net_taker\": -186.53353920151673, \"index\": 22}, {\"equity_curve_net_taker\": -194.64721504854998, \"index\": 23}, {\"equity_curve_net_taker\": -202.76306909389191, \"index\": 24}, {\"equity_curve_net_taker\": -210.87514582682797, \"index\": 25}, {\"equity_curve_net_taker\": -218.97119970463913, \"index\": 26}, {\"equity_curve_net_taker\": -227.08337924726374, \"index\": 27}, {\"equity_curve_net_taker\": -235.1884372863024, \"index\": 28}, {\"equity_curve_net_taker\": -243.3116913069665, \"index\": 29}, {\"equity_curve_net_taker\": -251.4245480119068, \"index\": 30}, {\"equity_curve_net_taker\": -259.53970773252064, \"index\": 31}, {\"equity_curve_net_taker\": -267.64607583368837, \"index\": 32}, {\"equity_curve_net_taker\": -275.7675961740968, \"index\": 33}, {\"equity_curve_net_taker\": -283.87084273531417, \"index\": 34}, {\"equity_curve_net_taker\": -291.98707490600333, \"index\": 35}, {\"equity_curve_net_taker\": -300.10553378188973, \"index\": 36}, {\"equity_curve_net_taker\": -308.24132970666807, \"index\": 37}, {\"equity_curve_net_taker\": -316.3442347789057, \"index\": 38}, {\"equity_curve_net_taker\": -324.4516395375595, \"index\": 39}, {\"equity_curve_net_taker\": -332.5498263340564, \"index\": 40}, {\"equity_curve_net_taker\": -340.6601212170452, \"index\": 41}, {\"equity_curve_net_taker\": -348.76893314846274, \"index\": 42}, {\"equity_curve_net_taker\": -356.87852862065444, \"index\": 43}, {\"equity_curve_net_taker\": -364.9912757859947, \"index\": 44}, {\"equity_curve_net_taker\": -373.0998786999883, \"index\": 45}, {\"equity_curve_net_taker\": -381.21334008834555, \"index\": 46}, {\"equity_curve_net_taker\": -389.31553336284657, \"index\": 47}, {\"equity_curve_net_taker\": -397.429264734284, \"index\": 48}, {\"equity_curve_net_taker\": -405.5402085218646, \"index\": 49}, {\"equity_curve_net_taker\": -413.6578427088172, \"index\": 50}, {\"equity_curve_net_taker\": -421.77941003072425, \"index\": 51}, {\"equity_curve_net_taker\": -429.8878168188939, \"index\": 52}, {\"equity_curve_net_taker\": -437.993425141983, \"index\": 53}, {\"equity_curve_net_taker\": -446.1068892344353, \"index\": 54}, {\"equity_curve_net_taker\": -454.22569782474244, \"index\": 55}, {\"equity_curve_net_taker\": -462.33595320056196, \"index\": 56}, {\"equity_curve_net_taker\": -470.4472471007619, \"index\": 57}, {\"equity_curve_net_taker\": -478.5625551873483, \"index\": 58}, {\"equity_curve_net_taker\": -486.6724012155806, \"index\": 59}, {\"equity_curve_net_taker\": -494.7839348348352, \"index\": 60}, {\"equity_curve_net_taker\": -502.8910121604952, \"index\": 61}, {\"equity_curve_net_taker\": -511.00264812499216, \"index\": 62}, {\"equity_curve_net_taker\": -519.1196193327405, \"index\": 63}, {\"equity_curve_net_taker\": -527.2486119312101, \"index\": 64}, {\"equity_curve_net_taker\": -535.3619480857849, \"index\": 65}, {\"equity_curve_net_taker\": -543.4759712152064, \"index\": 66}, {\"equity_curve_net_taker\": -551.5951834202283, \"index\": 67}, {\"equity_curve_net_taker\": -559.7169497154781, \"index\": 68}, {\"equity_curve_net_taker\": -567.8226533207828, \"index\": 69}, {\"equity_curve_net_taker\": -575.9361085293491, \"index\": 70}, {\"equity_curve_net_taker\": -584.0570504504522, \"index\": 71}, {\"equity_curve_net_taker\": -592.1703824545879, \"index\": 72}, {\"equity_curve_net_taker\": -600.2727199499775, \"index\": 73}, {\"equity_curve_net_taker\": -608.3865572747246, \"index\": 74}, {\"equity_curve_net_taker\": -616.4960139761274, \"index\": 75}, {\"equity_curve_net_taker\": -624.6070243299308, \"index\": 76}, {\"equity_curve_net_taker\": -632.7171348111663, \"index\": 77}, {\"equity_curve_net_taker\": -640.8278628314462, \"index\": 78}, {\"equity_curve_net_taker\": -648.933494203372, \"index\": 79}, {\"equity_curve_net_taker\": -657.046506655482, \"index\": 80}, {\"equity_curve_net_taker\": -665.1637130962206, \"index\": 81}, {\"equity_curve_net_taker\": -673.2718785340077, \"index\": 82}, {\"equity_curve_net_taker\": -681.394136501453, \"index\": 83}, {\"equity_curve_net_taker\": -689.5015605897069, \"index\": 84}, {\"equity_curve_net_taker\": -697.6128925021869, \"index\": 85}, {\"equity_curve_net_taker\": -705.7239793318346, \"index\": 86}, {\"equity_curve_net_taker\": -713.8245809779182, \"index\": 87}, {\"equity_curve_net_taker\": -721.9317553641544, \"index\": 88}, {\"equity_curve_net_taker\": -730.0470656032601, \"index\": 89}, {\"equity_curve_net_taker\": -738.1420044830585, \"index\": 90}, {\"equity_curve_net_taker\": -746.2535788657201, \"index\": 91}, {\"equity_curve_net_taker\": -754.3570228514908, \"index\": 92}, {\"equity_curve_net_taker\": -762.476753409703, \"index\": 93}, {\"equity_curve_net_taker\": -770.5854256606623, \"index\": 94}, {\"equity_curve_net_taker\": -778.6986492064634, \"index\": 95}, {\"equity_curve_net_taker\": -786.8107004869647, \"index\": 96}, {\"equity_curve_net_taker\": -794.9219450991584, \"index\": 97}, {\"equity_curve_net_taker\": -803.030419268982, \"index\": 98}, {\"equity_curve_net_taker\": -811.1458941687129, \"index\": 99}, {\"equity_curve_net_taker\": -819.2593815375939, \"index\": 100}, {\"equity_curve_net_taker\": -827.3576482238725, \"index\": 101}, {\"equity_curve_net_taker\": -835.4718816429046, \"index\": 102}, {\"equity_curve_net_taker\": -843.5819744898963, \"index\": 103}, {\"equity_curve_net_taker\": -851.6872603490632, \"index\": 104}, {\"equity_curve_net_taker\": -859.7758873000082, \"index\": 105}, {\"equity_curve_net_taker\": -867.8752708041039, \"index\": 106}, {\"equity_curve_net_taker\": -875.9959592322407, \"index\": 107}, {\"equity_curve_net_taker\": -884.1146403859547, \"index\": 108}, {\"equity_curve_net_taker\": -892.2251798827967, \"index\": 109}, {\"equity_curve_net_taker\": -900.3395963041536, \"index\": 110}, {\"equity_curve_net_taker\": -908.4449462085113, \"index\": 111}, {\"equity_curve_net_taker\": -916.5494959167876, \"index\": 112}, {\"equity_curve_net_taker\": -924.6700157932335, \"index\": 113}, {\"equity_curve_net_taker\": -932.7691493946114, \"index\": 114}, {\"equity_curve_net_taker\": -940.891080069227, \"index\": 115}, {\"equity_curve_net_taker\": -949.0154505854706, \"index\": 116}, {\"equity_curve_net_taker\": -957.1177452167387, \"index\": 117}, {\"equity_curve_net_taker\": -965.2394942014959, \"index\": 118}, {\"equity_curve_net_taker\": -973.3769260297668, \"index\": 119}, {\"equity_curve_net_taker\": -981.4855751795025, \"index\": 120}, {\"equity_curve_net_taker\": -989.5914250471549, \"index\": 121}, {\"equity_curve_net_taker\": -997.7030631726549, \"index\": 122}, {\"equity_curve_net_taker\": -1005.8266834629299, \"index\": 123}, {\"equity_curve_net_taker\": -1013.9406651594398, \"index\": 124}, {\"equity_curve_net_taker\": -1022.0500834817378, \"index\": 125}, {\"equity_curve_net_taker\": -1030.1635996304653, \"index\": 126}, {\"equity_curve_net_taker\": -1038.272623015181, \"index\": 127}, {\"equity_curve_net_taker\": -1046.3871469889282, \"index\": 128}, {\"equity_curve_net_taker\": -1054.493640339478, \"index\": 129}, {\"equity_curve_net_taker\": -1062.6027570683268, \"index\": 130}, {\"equity_curve_net_taker\": -1070.7179387749054, \"index\": 131}, {\"equity_curve_net_taker\": -1078.8338539392225, \"index\": 132}, {\"equity_curve_net_taker\": -1086.960292543856, \"index\": 133}, {\"equity_curve_net_taker\": -1095.0784412241323, \"index\": 134}, {\"equity_curve_net_taker\": -1103.1774472697077, \"index\": 135}, {\"equity_curve_net_taker\": -1111.287562828863, \"index\": 136}, {\"equity_curve_net_taker\": -1119.4101741680327, \"index\": 137}, {\"equity_curve_net_taker\": -1127.5172578834968, \"index\": 138}, {\"equity_curve_net_taker\": -1135.6464701884122, \"index\": 139}, {\"equity_curve_net_taker\": -1143.763816005765, \"index\": 140}, {\"equity_curve_net_taker\": -1151.86806047493, \"index\": 141}, {\"equity_curve_net_taker\": -1159.980177472928, \"index\": 142}, {\"equity_curve_net_taker\": -1168.0873177378332, \"index\": 143}, {\"equity_curve_net_taker\": -1176.1984284034015, \"index\": 144}, {\"equity_curve_net_taker\": -1184.3126618000817, \"index\": 145}, {\"equity_curve_net_taker\": -1192.4317412092146, \"index\": 146}, {\"equity_curve_net_taker\": -1200.5498939421411, \"index\": 147}, {\"equity_curve_net_taker\": -1208.6608543619204, \"index\": 148}, {\"equity_curve_net_taker\": -1216.7660690633859, \"index\": 149}, {\"equity_curve_net_taker\": -1224.8859960701252, \"index\": 150}, {\"equity_curve_net_taker\": -1232.9567134942452, \"index\": 151}, {\"equity_curve_net_taker\": -1241.0677967759611, \"index\": 152}, {\"equity_curve_net_taker\": -1249.1879220435815, \"index\": 153}, {\"equity_curve_net_taker\": -1257.3053018509486, \"index\": 154}, {\"equity_curve_net_taker\": -1265.4189125606988, \"index\": 155}, {\"equity_curve_net_taker\": -1273.5278006971203, \"index\": 156}, {\"equity_curve_net_taker\": -1281.6430556217185, \"index\": 157}, {\"equity_curve_net_taker\": -1289.7571252970124, \"index\": 158}, {\"equity_curve_net_taker\": -1297.8714600423107, \"index\": 159}, {\"equity_curve_net_taker\": -1305.9915893276566, \"index\": 160}, {\"equity_curve_net_taker\": -1314.1134971895256, \"index\": 161}, {\"equity_curve_net_taker\": -1322.2351913035504, \"index\": 162}, {\"equity_curve_net_taker\": -1330.336151343981, \"index\": 163}, {\"equity_curve_net_taker\": -1338.4269896104834, \"index\": 164}, {\"equity_curve_net_taker\": -1346.5380156216236, \"index\": 165}, {\"equity_curve_net_taker\": -1354.6524630015397, \"index\": 166}, {\"equity_curve_net_taker\": -1362.7632101582865, \"index\": 167}, {\"equity_curve_net_taker\": -1370.8590586254531, \"index\": 168}, {\"equity_curve_net_taker\": -1378.9672615666689, \"index\": 169}, {\"equity_curve_net_taker\": -1387.0794029704116, \"index\": 170}, {\"equity_curve_net_taker\": -1395.1820469547472, \"index\": 171}, {\"equity_curve_net_taker\": -1403.2840085860407, \"index\": 172}, {\"equity_curve_net_taker\": -1411.3813348144015, \"index\": 173}, {\"equity_curve_net_taker\": -1419.4936708263199, \"index\": 174}, {\"equity_curve_net_taker\": -1427.6101739052417, \"index\": 175}, {\"equity_curve_net_taker\": -1435.7204031852862, \"index\": 176}, {\"equity_curve_net_taker\": -1443.8432274434228, \"index\": 177}, {\"equity_curve_net_taker\": -1451.965962642907, \"index\": 178}, {\"equity_curve_net_taker\": -1460.092671371134, \"index\": 179}, {\"equity_curve_net_taker\": -1468.2051293481254, \"index\": 180}, {\"equity_curve_net_taker\": -1476.317155632307, \"index\": 181}, {\"equity_curve_net_taker\": -1484.4257630159505, \"index\": 182}, {\"equity_curve_net_taker\": -1492.5366593284896, \"index\": 183}, {\"equity_curve_net_taker\": -1500.6481216486563, \"index\": 184}, {\"equity_curve_net_taker\": -1508.7603086544925, \"index\": 185}, {\"equity_curve_net_taker\": -1516.875335398308, \"index\": 186}, {\"equity_curve_net_taker\": -1524.9815870417785, \"index\": 187}, {\"equity_curve_net_taker\": -1533.1000992954869, \"index\": 188}, {\"equity_curve_net_taker\": -1541.2155048270527, \"index\": 189}, {\"equity_curve_net_taker\": -1549.31882121418, \"index\": 190}, {\"equity_curve_net_taker\": -1557.429077816202, \"index\": 191}, {\"equity_curve_net_taker\": -1565.538000375237, \"index\": 192}, {\"equity_curve_net_taker\": -1573.6408230990012, \"index\": 193}, {\"equity_curve_net_taker\": -1581.7483121763412, \"index\": 194}, {\"equity_curve_net_taker\": -1589.849564648335, \"index\": 195}, {\"equity_curve_net_taker\": -1597.9643029778472, \"index\": 196}, {\"equity_curve_net_taker\": -1606.0809031471474, \"index\": 197}, {\"equity_curve_net_taker\": -1614.1859296860625, \"index\": 198}, {\"equity_curve_net_taker\": -1622.289965127792, \"index\": 199}, {\"equity_curve_net_taker\": -1630.4069810245883, \"index\": 200}, {\"equity_curve_net_taker\": -1638.5281255213897, \"index\": 201}, {\"equity_curve_net_taker\": -1646.6384930307754, \"index\": 202}, {\"equity_curve_net_taker\": -1654.7596147129677, \"index\": 203}, {\"equity_curve_net_taker\": -1662.862712372469, \"index\": 204}, {\"equity_curve_net_taker\": -1670.9820443297415, \"index\": 205}, {\"equity_curve_net_taker\": -1679.0868437209433, \"index\": 206}, {\"equity_curve_net_taker\": -1687.2141186234464, \"index\": 207}, {\"equity_curve_net_taker\": -1695.3254153879288, \"index\": 208}, {\"equity_curve_net_taker\": -1703.4365668616658, \"index\": 209}, {\"equity_curve_net_taker\": -1711.5478053590573, \"index\": 210}, {\"equity_curve_net_taker\": -1719.6653008166647, \"index\": 211}, {\"equity_curve_net_taker\": -1727.7766729107661, \"index\": 212}, {\"equity_curve_net_taker\": -1735.8841272260254, \"index\": 213}, {\"equity_curve_net_taker\": -1743.9900632610393, \"index\": 214}, {\"equity_curve_net_taker\": -1752.1047070648026, \"index\": 215}, {\"equity_curve_net_taker\": -1760.2150802027527, \"index\": 216}, {\"equity_curve_net_taker\": -1768.3276296827692, \"index\": 217}, {\"equity_curve_net_taker\": -1776.4300557404163, \"index\": 218}, {\"equity_curve_net_taker\": -1784.543087182077, \"index\": 219}, {\"equity_curve_net_taker\": -1792.6562025393941, \"index\": 220}, {\"equity_curve_net_taker\": -1800.766685110308, \"index\": 221}, {\"equity_curve_net_taker\": -1808.8762292654615, \"index\": 222}, {\"equity_curve_net_taker\": -1817.0006039978023, \"index\": 223}, {\"equity_curve_net_taker\": -1825.1077025431814, \"index\": 224}, {\"equity_curve_net_taker\": -1833.2191616041557, \"index\": 225}, {\"equity_curve_net_taker\": -1841.3243077854254, \"index\": 226}, {\"equity_curve_net_taker\": -1849.4234016174667, \"index\": 227}, {\"equity_curve_net_taker\": -1857.536913606209, \"index\": 228}, {\"equity_curve_net_taker\": -1865.6458509520855, \"index\": 229}, {\"equity_curve_net_taker\": -1873.7598071408343, \"index\": 230}, {\"equity_curve_net_taker\": -1881.8665180362302, \"index\": 231}, {\"equity_curve_net_taker\": -1889.970480419429, \"index\": 232}, {\"equity_curve_net_taker\": -1898.0810603840994, \"index\": 233}, {\"equity_curve_net_taker\": -1906.1988347676956, \"index\": 234}, {\"equity_curve_net_taker\": -1914.3029013738067, \"index\": 235}, {\"equity_curve_net_taker\": -1922.4126270812158, \"index\": 236}, {\"equity_curve_net_taker\": -1930.5271328110523, \"index\": 237}, {\"equity_curve_net_taker\": -1938.6366481678492, \"index\": 238}, {\"equity_curve_net_taker\": -1946.751782876631, \"index\": 239}, {\"equity_curve_net_taker\": -1954.8605375121524, \"index\": 240}, {\"equity_curve_net_taker\": -1962.9727196841625, \"index\": 241}, {\"equity_curve_net_taker\": -1971.0849668551832, \"index\": 242}, {\"equity_curve_net_taker\": -1979.198831993646, \"index\": 243}, {\"equity_curve_net_taker\": -1987.3130991647395, \"index\": 244}, {\"equity_curve_net_taker\": -1995.4139140091868, \"index\": 245}, {\"equity_curve_net_taker\": -2003.5129826889993, \"index\": 246}, {\"equity_curve_net_taker\": -2011.6241292477978, \"index\": 247}, {\"equity_curve_net_taker\": -2019.7339066106642, \"index\": 248}, {\"equity_curve_net_taker\": -2027.8405073846163, \"index\": 249}, {\"equity_curve_net_taker\": -2035.9580429701195, \"index\": 250}, {\"equity_curve_net_taker\": -2044.0594738164634, \"index\": 251}, {\"equity_curve_net_taker\": -2052.1740539948296, \"index\": 252}, {\"equity_curve_net_taker\": -2060.2830175306613, \"index\": 253}, {\"equity_curve_net_taker\": -2068.4022082263227, \"index\": 254}, {\"equity_curve_net_taker\": -2076.5202912213495, \"index\": 255}, {\"equity_curve_net_taker\": -2084.6239240849263, \"index\": 256}, {\"equity_curve_net_taker\": -2092.7285854243205, \"index\": 257}, {\"equity_curve_net_taker\": -2100.8421321324195, \"index\": 258}, {\"equity_curve_net_taker\": -2108.949467025582, \"index\": 259}, {\"equity_curve_net_taker\": -2117.0655703529155, \"index\": 260}, {\"equity_curve_net_taker\": -2125.178834433717, \"index\": 261}, {\"equity_curve_net_taker\": -2133.294803013575, \"index\": 262}, {\"equity_curve_net_taker\": -2141.4138829419203, \"index\": 263}, {\"equity_curve_net_taker\": -2149.5249306836104, \"index\": 264}, {\"equity_curve_net_taker\": -2157.635916631931, \"index\": 265}, {\"equity_curve_net_taker\": -2165.7460930293846, \"index\": 266}, {\"equity_curve_net_taker\": -2173.8584679318205, \"index\": 267}, {\"equity_curve_net_taker\": -2181.971363766512, \"index\": 268}, {\"equity_curve_net_taker\": -2190.0831004985134, \"index\": 269}, {\"equity_curve_net_taker\": -2198.1953874459723, \"index\": 270}, {\"equity_curve_net_taker\": -2206.3069251689544, \"index\": 271}, {\"equity_curve_net_taker\": -2214.422097449152, \"index\": 272}, {\"equity_curve_net_taker\": -2222.547358676718, \"index\": 273}, {\"equity_curve_net_taker\": -2230.6663422662623, \"index\": 274}, {\"equity_curve_net_taker\": -2238.7821926822403, \"index\": 275}, {\"equity_curve_net_taker\": -2246.891656308725, \"index\": 276}, {\"equity_curve_net_taker\": -2255.003278718193, \"index\": 277}, {\"equity_curve_net_taker\": -2263.1121516226012, \"index\": 278}, {\"equity_curve_net_taker\": -2271.232946831528, \"index\": 279}, {\"equity_curve_net_taker\": -2279.3444265522057, \"index\": 280}, {\"equity_curve_net_taker\": -2287.450374877418, \"index\": 281}, {\"equity_curve_net_taker\": -2295.5586797497945, \"index\": 282}, {\"equity_curve_net_taker\": -2303.664072067048, \"index\": 283}, {\"equity_curve_net_taker\": -2311.7797313467627, \"index\": 284}, {\"equity_curve_net_taker\": -2319.9053617561854, \"index\": 285}, {\"equity_curve_net_taker\": -2328.0204466955547, \"index\": 286}, {\"equity_curve_net_taker\": -2336.155093414842, \"index\": 287}, {\"equity_curve_net_taker\": -2344.265529980633, \"index\": 288}, {\"equity_curve_net_taker\": -2352.3747981441625, \"index\": 289}, {\"equity_curve_net_taker\": -2360.487624787873, \"index\": 290}, {\"equity_curve_net_taker\": -2368.5923697954245, \"index\": 291}, {\"equity_curve_net_taker\": -2376.706456656181, \"index\": 292}, {\"equity_curve_net_taker\": -2384.818198427151, \"index\": 293}, {\"equity_curve_net_taker\": -2392.9328618189566, \"index\": 294}, {\"equity_curve_net_taker\": -2401.043989711548, \"index\": 295}, {\"equity_curve_net_taker\": -2409.1534711952118, \"index\": 296}, {\"equity_curve_net_taker\": -2417.267703842876, \"index\": 297}, {\"equity_curve_net_taker\": -2425.37927915184, \"index\": 298}, {\"equity_curve_net_taker\": -2433.4834108336504, \"index\": 299}, {\"equity_curve_net_taker\": -2441.5774476064635, \"index\": 300}, {\"equity_curve_net_taker\": -2449.6854253420065, \"index\": 301}, {\"equity_curve_net_taker\": -2457.794006186915, \"index\": 302}, {\"equity_curve_net_taker\": -2465.8884988719306, \"index\": 303}, {\"equity_curve_net_taker\": -2474.0024796790276, \"index\": 304}, {\"equity_curve_net_taker\": -2482.117716537831, \"index\": 305}, {\"equity_curve_net_taker\": -2490.236966456295, \"index\": 306}, {\"equity_curve_net_taker\": -2498.3469695361305, \"index\": 307}, {\"equity_curve_net_taker\": -2506.4517429862735, \"index\": 308}, {\"equity_curve_net_taker\": -2514.558896886207, \"index\": 309}, {\"equity_curve_net_taker\": -2522.651377523306, \"index\": 310}, {\"equity_curve_net_taker\": -2530.7630833340404, \"index\": 311}, {\"equity_curve_net_taker\": -2538.8593559161945, \"index\": 312}, {\"equity_curve_net_taker\": -2546.9692037387363, \"index\": 313}, {\"equity_curve_net_taker\": -2555.0776725320347, \"index\": 314}, {\"equity_curve_net_taker\": -2563.1797343876074, \"index\": 315}, {\"equity_curve_net_taker\": -2571.2965567108695, \"index\": 316}, {\"equity_curve_net_taker\": -2579.4131671587115, \"index\": 317}, {\"equity_curve_net_taker\": -2587.5214589599755, \"index\": 318}, {\"equity_curve_net_taker\": -2595.6189235288543, \"index\": 319}, {\"equity_curve_net_taker\": -2603.731857091656, \"index\": 320}, {\"equity_curve_net_taker\": -2611.8411499904146, \"index\": 321}, {\"equity_curve_net_taker\": -2619.957427903012, \"index\": 322}, {\"equity_curve_net_taker\": -2628.07101624123, \"index\": 323}, {\"equity_curve_net_taker\": -2636.1774566805507, \"index\": 324}, {\"equity_curve_net_taker\": -2644.26687757654, \"index\": 325}, {\"equity_curve_net_taker\": -2652.3650063367395, \"index\": 326}, {\"equity_curve_net_taker\": -2660.4799751378555, \"index\": 327}, {\"equity_curve_net_taker\": -2668.5883531206837, \"index\": 328}, {\"equity_curve_net_taker\": -2676.699306955023, \"index\": 329}, {\"equity_curve_net_taker\": -2684.8058760234953, \"index\": 330}, {\"equity_curve_net_taker\": -2692.9089912589166, \"index\": 331}, {\"equity_curve_net_taker\": -2701.015863084991, \"index\": 332}, {\"equity_curve_net_taker\": -2709.1298363521005, \"index\": 333}, {\"equity_curve_net_taker\": -2717.2411768918, \"index\": 334}, {\"equity_curve_net_taker\": -2725.379990150846, \"index\": 335}, {\"equity_curve_net_taker\": -2733.4899572141094, \"index\": 336}, {\"equity_curve_net_taker\": -2741.601260773085, \"index\": 337}, {\"equity_curve_net_taker\": -2749.7008026187823, \"index\": 338}, {\"equity_curve_net_taker\": -2757.821929047926, \"index\": 339}, {\"equity_curve_net_taker\": -2765.9276058958676, \"index\": 340}, {\"equity_curve_net_taker\": -2774.048995268108, \"index\": 341}, {\"equity_curve_net_taker\": -2782.1556539875537, \"index\": 342}, {\"equity_curve_net_taker\": -2790.281810752556, \"index\": 343}, {\"equity_curve_net_taker\": -2798.388064892437, \"index\": 344}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 344}]}, {\"name\": \"source_0_y_domain_equity_curve_net_taker\", \"values\": [{\"min\": -2798.388064892437, \"max\": -8.108981797437401}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve_net_taker\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve_net_taker\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve_net_taker ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve_net_taker]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve_net_taker\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"consume\": true, \"type\": \"pointermove\"}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"stroke\": {\"value\": \"#4c78a8\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve_net_taker\\\"]) && isFinite(+datum[\\\"equity_curve_net_taker\\\"])\"}, \"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve_net_taker\\\": format(datum[\\\"equity_curve_net_taker\\\"], \\\"\\\")}\"}, \"y\": {\"field\": \"equity_curve_net_taker\", \"scale\": \"y\"}}}, \"style\": [\"line\"], \"interactive\": true, \"clip\": true}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"zero\": false, \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve_net_taker\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve_net_taker\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"nice\": true, \"zero\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve_net_taker\\\"]\"}}], \"axes\": [{\"scale\": \"x\", \"gridScale\": \"y\", \"minExtent\": 0, \"maxExtent\": 0, \"grid\": true, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"aria\": false, \"labels\": false, \"domain\": false, \"orient\": \"bottom\", \"ticks\": false, \"zindex\": 0}, {\"scale\": \"y\", \"orient\": \"left\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"maxExtent\": 0, \"grid\": true, \"ticks\": false, \"gridScale\": \"x\", \"domain\": false, \"labels\": false, \"minExtent\": 0, \"aria\": false, \"zindex\": 0}, {\"scale\": \"x\", \"zindex\": 0, \"grid\": false, \"title\": \"index\", \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"labelOverlap\": true, \"orient\": \"bottom\", \"labelFlush\": true}, {\"scale\": \"y\", \"labelOverlap\": true, \"zindex\": 0, \"orient\": \"left\", \"grid\": false, \"title\": \"equity_curve_net_taker\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}}], \"title\": {\"text\": \"equity_curve_net_taker\", \"frame\": \"group\"}, \"style\": \"cell\", \"background\": \"white\", \"width\": 800, \"padding\": 5, \"height\": 400}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.plot_column(model_trades, 'equity_curve_net_taker')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1dcea3d",
   "metadata": {},
   "source": [
    "## Research 12 forecast horizon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "7bd6eed2",
   "metadata": {},
   "outputs": [],
   "source": [
    "time_interval = '12h'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "0fa44adb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1_384, 10)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>datetime</th><th>open</th><th>high</th><th>low</th><th>close</th><th>close_log_return</th><th>close_log_return_lag_1</th><th>close_log_return_lag_2</th><th>close_log_return_lag_3</th><th>close_log_return_lag_4</th></tr><tr><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-10-29 00:00:00</td><td>69939.9</td><td>71607.0</td><td>69733.0</td><td>71010.9</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 06:00:00</td><td>71010.8</td><td>71580.0</td><td>70803.0</td><td>71440.1</td><td>0.006026</td><td>null</td><td>null</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 12:00:00</td><td>71440.0</td><td>72972.0</td><td>70900.0</td><td>72700.8</td><td>0.017493</td><td>0.006026</td><td>null</td><td>null</td><td>null</td></tr><tr><td>2024-10-29 18:00:00</td><td>72700.8</td><td>73660.0</td><td>71871.1</td><td>72739.5</td><td>0.000532</td><td>0.017493</td><td>0.006026</td><td>null</td><td>null</td></tr><tr><td>2024-10-30 00:00:00</td><td>72739.5</td><td>72797.4</td><td>72018.0</td><td>72516.3</td><td>-0.003073</td><td>0.000532</td><td>0.017493</td><td>0.006026</td><td>null</td></tr><tr><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td><td>&hellip;</td></tr><tr><td>2025-10-08 18:00:00</td><td>123985.5</td><td>124169.2</td><td>122739.7</td><td>123237.5</td><td>-0.006051</td><td>0.009398</td><td>0.012186</td><td>0.000425</td><td>0.001761</td></tr><tr><td>2025-10-09 00:00:00</td><td>123237.4</td><td>123279.7</td><td>121411.8</td><td>122052.6</td><td>-0.009661</td><td>-0.006051</td><td>0.009398</td><td>0.012186</td><td>0.000425</td></tr><tr><td>2025-10-09 06:00:00</td><td>122052.6</td><td>122777.0</td><td>121081.5</td><td>122672.9</td><td>0.005069</td><td>-0.009661</td><td>-0.006051</td><td>0.009398</td><td>0.012186</td></tr><tr><td>2025-10-09 12:00:00</td><td>122673.0</td><td>123740.1</td><td>119572.8</td><td>120915.6</td><td>-0.014429</td><td>0.005069</td><td>-0.009661</td><td>-0.006051</td><td>0.009398</td></tr><tr><td>2025-10-09 18:00:00</td><td>120915.5</td><td>121712.4</td><td>120319.0</td><td>121579.3</td><td>0.005474</td><td>-0.014429</td><td>0.005069</td><td>-0.009661</td><td>-0.006051</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1_384, 10)\n",
       "┌─────────────────────┬──────────┬──────────┬──────────┬──────────┬──────────────────┬────────────────────────┬────────────────────────┬────────────────────────┬────────────────────────┐\n",
       "│ datetime            ┆ open     ┆ high     ┆ low      ┆ close    ┆ close_log_return ┆ close_log_return_lag_1 ┆ close_log_return_lag_2 ┆ close_log_return_lag_3 ┆ close_log_return_lag_4 │\n",
       "│ ---                 ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---              ┆ ---                    ┆ ---                    ┆ ---                    ┆ ---                    │\n",
       "│ datetime[μs]        ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64              ┆ f64                    ┆ f64                    ┆ f64                    ┆ f64                    │\n",
       "╞═════════════════════╪══════════╪══════════╪══════════╪══════════╪══════════════════╪════════════════════════╪════════════════════════╪════════════════════════╪════════════════════════╡\n",
       "│ 2024-10-29 00:00:00 ┆ 69939.9  ┆ 71607.0  ┆ 69733.0  ┆ 71010.9  ┆ null             ┆ null                   ┆ null                   ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 06:00:00 ┆ 71010.8  ┆ 71580.0  ┆ 70803.0  ┆ 71440.1  ┆ 0.006026         ┆ null                   ┆ null                   ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 12:00:00 ┆ 71440.0  ┆ 72972.0  ┆ 70900.0  ┆ 72700.8  ┆ 0.017493         ┆ 0.006026               ┆ null                   ┆ null                   ┆ null                   │\n",
       "│ 2024-10-29 18:00:00 ┆ 72700.8  ┆ 73660.0  ┆ 71871.1  ┆ 72739.5  ┆ 0.000532         ┆ 0.017493               ┆ 0.006026               ┆ null                   ┆ null                   │\n",
       "│ 2024-10-30 00:00:00 ┆ 72739.5  ┆ 72797.4  ┆ 72018.0  ┆ 72516.3  ┆ -0.003073        ┆ 0.000532               ┆ 0.017493               ┆ 0.006026               ┆ null                   │\n",
       "│ …                   ┆ …        ┆ …        ┆ …        ┆ …        ┆ …                ┆ …                      ┆ …                      ┆ …                      ┆ …                      │\n",
       "│ 2025-10-08 18:00:00 ┆ 123985.5 ┆ 124169.2 ┆ 122739.7 ┆ 123237.5 ┆ -0.006051        ┆ 0.009398               ┆ 0.012186               ┆ 0.000425               ┆ 0.001761               │\n",
       "│ 2025-10-09 00:00:00 ┆ 123237.4 ┆ 123279.7 ┆ 121411.8 ┆ 122052.6 ┆ -0.009661        ┆ -0.006051              ┆ 0.009398               ┆ 0.012186               ┆ 0.000425               │\n",
       "│ 2025-10-09 06:00:00 ┆ 122052.6 ┆ 122777.0 ┆ 121081.5 ┆ 122672.9 ┆ 0.005069         ┆ -0.009661              ┆ -0.006051              ┆ 0.009398               ┆ 0.012186               │\n",
       "│ 2025-10-09 12:00:00 ┆ 122673.0 ┆ 123740.1 ┆ 119572.8 ┆ 120915.6 ┆ -0.014429        ┆ 0.005069               ┆ -0.009661              ┆ -0.006051              ┆ 0.009398               │\n",
       "│ 2025-10-09 18:00:00 ┆ 120915.5 ┆ 121712.4 ┆ 120319.0 ┆ 121579.3 ┆ 0.005474         ┆ -0.014429              ┆ 0.005069               ┆ -0.009661              ┆ -0.006051              │\n",
       "└─────────────────────┴──────────┴──────────┴──────────┴──────────┴──────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "no_lags = 4\n",
    "ts = research.add_log_return_features(ts, 'close', forecast_horizon, max_no_lags=no_lags)\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "9d1f29cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (7, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.547826</td><td>0.00536</td><td>-0.005691</td><td>0.041011</td><td>-0.027085</td><td>0.000363</td><td>0.007674</td><td>0.125268</td><td>1.133453</td><td>-0.096249</td><td>-0.035114</td><td>0.134223</td><td>4.428597</td><td>&quot;[-0.00581579 -0.06741703 -0.00502415]&quot;</td><td>&quot;0.0005049147875979543&quot;</td></tr><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.550725</td><td>0.005243</td><td>-0.005837</td><td>0.041011</td><td>-0.027085</td><td>0.000265</td><td>0.007678</td><td>0.091406</td><td>1.095714</td><td>-0.107804</td><td>-0.077902</td><td>0.100361</td><td>3.229774</td><td>&quot;[-0.06550112]&quot;</td><td>&quot;0.000496380147524178&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.547826</td><td>0.00525</td><td>-0.005824</td><td>0.041011</td><td>-0.027085</td><td>0.000243</td><td>0.007679</td><td>0.083798</td><td>1.08741</td><td>-0.105424</td><td>-0.062388</td><td>0.092753</td><td>2.960678</td><td>&quot;[-0.00751353 -0.06728575]&quot;</td><td>&quot;0.0004915986792184412&quot;</td></tr><tr><td>&quot;close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.542029</td><td>0.005291</td><td>-0.005768</td><td>0.041011</td><td>-0.027085</td><td>0.000226</td><td>0.007679</td><td>0.078095</td><td>1.081226</td><td>-0.105911</td><td>-0.076008</td><td>0.08705</td><td>2.759004</td><td>&quot;[-0.06648943 -0.00435295]&quot;</td><td>&quot;0.0004902316140942276&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00710889]&quot;</td><td>&quot;0.0004693868104368448&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00364273]&quot;</td><td>&quot;0.00046999729238450527&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00266274 -0.0098902 ]&quot;</td><td>&quot;0.0004638454702217132&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (7, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.547826 ┆ 0.00536  ┆ -0.00569 ┆ 0.041011 ┆ -0.02708 ┆ 0.000363 ┆ 0.007674 ┆ 0.125268 ┆ 1.133453 ┆ -0.09624 ┆ -0.03511 ┆ 0.134223 ┆ 4.428597 ┆ [-0.0058 ┆ 0.000504 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 1        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 9        ┆ 4        ┆          ┆          ┆ 1579 -0. ┆ 91478759 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 06741703 ┆ 79543    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ -0.00502 ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 415]     ┆          │\n",
       "│ ,close_lo ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ g_return_ ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ lag_3     ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.550725 ┆ 0.005243 ┆ -0.00583 ┆ 0.041011 ┆ -0.02708 ┆ 0.000265 ┆ 0.007678 ┆ 0.091406 ┆ 1.095714 ┆ -0.10780 ┆ -0.07790 ┆ 0.100361 ┆ 3.229774 ┆ [-0.0655 ┆ 0.000496 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 7        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 4        ┆ 2        ┆          ┆          ┆ 0112]    ┆ 38014752 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 4178     │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.547826 ┆ 0.00525  ┆ -0.00582 ┆ 0.041011 ┆ -0.02708 ┆ 0.000243 ┆ 0.007679 ┆ 0.083798 ┆ 1.08741  ┆ -0.10542 ┆ -0.06238 ┆ 0.092753 ┆ 2.960678 ┆ [-0.0075 ┆ 0.000491 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 4        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 4        ┆ 8        ┆          ┆          ┆ 1353 -0. ┆ 59867921 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 06728575 ┆ 84412    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.542029 ┆ 0.005291 ┆ -0.00576 ┆ 0.041011 ┆ -0.02708 ┆ 0.000226 ┆ 0.007679 ┆ 0.078095 ┆ 1.081226 ┆ -0.10591 ┆ -0.07600 ┆ 0.08705  ┆ 2.759004 ┆ [-0.0664 ┆ 0.000490 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 1        ┆ 8        ┆          ┆          ┆ 8943 -0. ┆ 23161409 │\n",
       "│ ag_2,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 00435295 ┆ 42276    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0071 ┆ 0.000469 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 0889]    ┆ 38681043 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 68448    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0036 ┆ 0.000469 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 4273]    ┆ 99729238 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 450527   │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0026 ┆ 0.000463 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 6274 -0. ┆ 84547022 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 0098902  ┆ 17132    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, max_no_features=3, loss=nn.MSELoss())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "9a9bb505",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (7, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.553623</td><td>0.005308</td><td>-0.005759</td><td>0.041011</td><td>-0.027085</td><td>0.000368</td><td>0.007674</td><td>0.127005</td><td>1.135423</td><td>-0.096249</td><td>-0.062197</td><td>0.13596</td><td>4.490131</td><td>&quot;[-0.00749043 -0.06727468]&quot;</td><td>&quot;0.00050969491712749&quot;</td></tr><tr><td>&quot;close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.547826</td><td>0.005308</td><td>-0.005754</td><td>0.041011</td><td>-0.027085</td><td>0.000306</td><td>0.007676</td><td>0.105433</td><td>1.111191</td><td>-0.096249</td><td>-0.050819</td><td>0.114387</td><td>3.72613</td><td>&quot;[-0.06637757 -0.00423164]&quot;</td><td>&quot;0.0005068189930170774&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.547826</td><td>0.005281</td><td>-0.005786</td><td>0.041011</td><td>-0.027085</td><td>0.000277</td><td>0.007677</td><td>0.09556</td><td>1.100275</td><td>-0.096249</td><td>-0.035114</td><td>0.104515</td><td>3.376731</td><td>&quot;[-0.00644368 -0.0665233&nbsp;&nbsp;-0.00492272]&quot;</td><td>&quot;0.0004986331332474947&quot;</td></tr><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.542029</td><td>0.005203</td><td>-0.005872</td><td>0.041011</td><td>-0.027085</td><td>0.000131</td><td>0.007681</td><td>0.045259</td><td>1.046299</td><td>-0.107804</td><td>-0.085454</td><td>0.054214</td><td>1.598471</td><td>&quot;[-0.06582797]&quot;</td><td>&quot;0.0005011773318983614&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00789652]&quot;</td><td>&quot;0.0004744450270663947&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00401071]&quot;</td><td>&quot;0.00047311908565461636&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005203</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000101</td><td>0.007682</td><td>0.034847</td><td>1.035461</td><td>-0.134433</td><td>-0.085338</td><td>0.064474</td><td>1.230666</td><td>&quot;[-0.00243226 -0.00978285]&quot;</td><td>&quot;0.00047918467316776514&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (7, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.553623 ┆ 0.005308 ┆ -0.00575 ┆ 0.041011 ┆ -0.02708 ┆ 0.000368 ┆ 0.007674 ┆ 0.127005 ┆ 1.135423 ┆ -0.09624 ┆ -0.06219 ┆ 0.13596  ┆ 4.490131 ┆ [-0.0074 ┆ 0.000509 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 9        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 9        ┆ 7        ┆          ┆          ┆ 9043 -0. ┆ 69491712 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 06727468 ┆ 749      │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.547826 ┆ 0.005308 ┆ -0.00575 ┆ 0.041011 ┆ -0.02708 ┆ 0.000306 ┆ 0.007676 ┆ 0.105433 ┆ 1.111191 ┆ -0.09624 ┆ -0.05081 ┆ 0.114387 ┆ 3.72613  ┆ [-0.0663 ┆ 0.000506 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 4        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 9        ┆ 9        ┆          ┆          ┆ 7757 -0. ┆ 81899301 │\n",
       "│ ag_2,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 00423164 ┆ 70774    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.547826 ┆ 0.005281 ┆ -0.00578 ┆ 0.041011 ┆ -0.02708 ┆ 0.000277 ┆ 0.007677 ┆ 0.09556  ┆ 1.100275 ┆ -0.09624 ┆ -0.03511 ┆ 0.104515 ┆ 3.376731 ┆ [-0.0064 ┆ 0.000498 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 6        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 9        ┆ 4        ┆          ┆          ┆ 4368 -0. ┆ 63313324 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 0665233  ┆ 74947    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ -0.00492 ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 272]     ┆          │\n",
       "│ ,close_lo ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ g_return_ ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ lag_3     ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.542029 ┆ 0.005203 ┆ -0.00587 ┆ 0.041011 ┆ -0.02708 ┆ 0.000131 ┆ 0.007681 ┆ 0.045259 ┆ 1.046299 ┆ -0.10780 ┆ -0.08545 ┆ 0.054214 ┆ 1.598471 ┆ [-0.0658 ┆ 0.000501 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 2        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 4        ┆ 4        ┆          ┆          ┆ 2797]    ┆ 17733189 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 83614    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0078 ┆ 0.000474 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 9652]    ┆ 44502706 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 63947    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0040 ┆ 0.000473 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 1071]    ┆ 11908565 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 461636   │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005203 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000101 ┆ 0.007682 ┆ 0.034847 ┆ 1.035461 ┆ -0.13443 ┆ -0.08533 ┆ 0.064474 ┆ 1.230666 ┆ [-0.0024 ┆ 0.000479 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆ 8        ┆          ┆          ┆ 3226 -0. ┆ 18467316 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 00978285 ┆ 776514   │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, max_no_features=3, loss=nn.HuberLoss())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "1ec2f8c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (7, 18)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>features</th><th>target</th><th>no_trades</th><th>win_rate</th><th>avg_win</th><th>avg_loss</th><th>best_trade</th><th>worst_trade</th><th>ev</th><th>std</th><th>total_log_return</th><th>compound_return</th><th>max_drawdown</th><th>equity_trough</th><th>equity_peak</th><th>sharpe</th><th>weights</th><th>biases</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.556522</td><td>0.005499</td><td>-0.005523</td><td>0.041011</td><td>-0.027085</td><td>0.000611</td><td>0.007658</td><td>0.210713</td><td>1.234558</td><td>-0.136003</td><td>0.002746</td><td>0.219668</td><td>7.464673</td><td>&quot;[-0.06691922 -0.06402858]&quot;</td><td>&quot;0.0005984858726151288&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.556522</td><td>0.005497</td><td>-0.005525</td><td>0.041011</td><td>-0.027085</td><td>0.000609</td><td>0.007658</td><td>0.210037</td><td>1.233723</td><td>-0.118349</td><td>0.002746</td><td>0.218991</td><td>7.440546</td><td>&quot;[-0.01919235 -0.08718001 -0.05782047]&quot;</td><td>&quot;0.0005492932978086174&quot;</td></tr><tr><td>&quot;close_log_return_lag_1&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.556522</td><td>0.0054</td><td>-0.005648</td><td>0.041011</td><td>-0.027085</td><td>0.0005</td><td>0.007666</td><td>0.172627</td><td>1.188423</td><td>-0.103148</td><td>-0.014506</td><td>0.208948</td><td>6.109042</td><td>&quot;[-0.02602334]&quot;</td><td>&quot;0.0002293637371622026&quot;</td></tr><tr><td>&quot;close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.53913</td><td>0.005429</td><td>-0.005604</td><td>0.041011</td><td>-0.027085</td><td>0.000344</td><td>0.007675</td><td>0.118591</td><td>1.12591</td><td>-0.11325</td><td>0.002746</td><td>0.144678</td><td>4.19206</td><td>&quot;[-0.05110731]&quot;</td><td>&quot;0.0004618673992808908&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_3&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.556522</td><td>0.005224</td><td>-0.005868</td><td>0.041011</td><td>-0.027085</td><td>0.000305</td><td>0.007676</td><td>0.105197</td><td>1.110929</td><td>-0.135555</td><td>-0.030704</td><td>0.121145</td><td>3.717782</td><td>&quot;[-0.02358585 -0.05872364]&quot;</td><td>&quot;0.0005570196663029492&quot;</td></tr><tr><td>&quot;close_log_return_lag_1,close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.550725</td><td>0.005234</td><td>-0.005848</td><td>0.041011</td><td>-0.027085</td><td>0.000255</td><td>0.007678</td><td>0.088012</td><td>1.092001</td><td>-0.10402</td><td>-0.062197</td><td>0.096966</td><td>3.109698</td><td>&quot;[-0.0225706&nbsp;&nbsp;-0.08143345]&quot;</td><td>&quot;0.0005113176885060966&quot;</td></tr><tr><td>&quot;close_log_return_lag_2&quot;</td><td>&quot;close_log_return&quot;</td><td>345</td><td>0.553623</td><td>0.005128</td><td>-0.005983</td><td>0.023101</td><td>-0.041011</td><td>0.000169</td><td>0.007681</td><td>0.058194</td><td>1.059921</td><td>-0.16492</td><td>-0.082428</td><td>0.082492</td><td>2.055534</td><td>&quot;[-0.08116959]&quot;</td><td>&quot;0.00046614231541752815&quot;</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (7, 18)\n",
       "┌───────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐\n",
       "│ features  ┆ target   ┆ no_trade ┆ win_rate ┆ avg_win  ┆ avg_loss ┆ best_tra ┆ worst_tr ┆ ev       ┆ std      ┆ total_lo ┆ compound ┆ max_draw ┆ equity_t ┆ equity_p ┆ sharpe   ┆ weights  ┆ biases   │\n",
       "│ ---       ┆ ---      ┆ s        ┆ ---      ┆ ---      ┆ ---      ┆ de       ┆ ade      ┆ ---      ┆ ---      ┆ g_return ┆ _return  ┆ down     ┆ rough    ┆ eak      ┆ ---      ┆ ---      ┆ ---      │\n",
       "│ str       ┆ str      ┆ ---      ┆ f64      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ f64      ┆ f64      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ ---      ┆ f64      ┆ str      ┆ str      │\n",
       "│           ┆          ┆ i64      ┆          ┆          ┆          ┆ f64      ┆ f64      ┆          ┆          ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆ f64      ┆          ┆          ┆          │\n",
       "╞═══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╪══════════╡\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.556522 ┆ 0.005499 ┆ -0.00552 ┆ 0.041011 ┆ -0.02708 ┆ 0.000611 ┆ 0.007658 ┆ 0.210713 ┆ 1.234558 ┆ -0.13600 ┆ 0.002746 ┆ 0.219668 ┆ 7.464673 ┆ [-0.0669 ┆ 0.000598 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 3        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 3        ┆          ┆          ┆          ┆ 1922 -0. ┆ 48587261 │\n",
       "│ ag_2,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 06402858 ┆ 51288    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.556522 ┆ 0.005497 ┆ -0.00552 ┆ 0.041011 ┆ -0.02708 ┆ 0.000609 ┆ 0.007658 ┆ 0.210037 ┆ 1.233723 ┆ -0.11834 ┆ 0.002746 ┆ 0.218991 ┆ 7.440546 ┆ [-0.0191 ┆ 0.000549 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 5        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 9        ┆          ┆          ┆          ┆ 9235 -0. ┆ 29329780 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 08718001 ┆ 86174    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ -0.05782 ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 047]     ┆          │\n",
       "│ ,close_lo ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ g_return_ ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ lag_3     ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.556522 ┆ 0.0054   ┆ -0.00564 ┆ 0.041011 ┆ -0.02708 ┆ 0.0005   ┆ 0.007666 ┆ 0.172627 ┆ 1.188423 ┆ -0.10314 ┆ -0.01450 ┆ 0.208948 ┆ 6.109042 ┆ [-0.0260 ┆ 0.000229 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 8        ┆ 6        ┆          ┆          ┆ 2334]    ┆ 36373716 │\n",
       "│ ag_1      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 22026    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.53913  ┆ 0.005429 ┆ -0.00560 ┆ 0.041011 ┆ -0.02708 ┆ 0.000344 ┆ 0.007675 ┆ 0.118591 ┆ 1.12591  ┆ -0.11325 ┆ 0.002746 ┆ 0.144678 ┆ 4.19206  ┆ [-0.0511 ┆ 0.000461 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 4        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 0731]    ┆ 86739928 │\n",
       "│ ag_3      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 08908    │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.556522 ┆ 0.005224 ┆ -0.00586 ┆ 0.041011 ┆ -0.02708 ┆ 0.000305 ┆ 0.007676 ┆ 0.105197 ┆ 1.110929 ┆ -0.13555 ┆ -0.03070 ┆ 0.121145 ┆ 3.717782 ┆ [-0.0235 ┆ 0.000557 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆ 5        ┆ 4        ┆          ┆          ┆ 8585 -0. ┆ 01966630 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 05872364 ┆ 29492    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_3 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.550725 ┆ 0.005234 ┆ -0.00584 ┆ 0.041011 ┆ -0.02708 ┆ 0.000255 ┆ 0.007678 ┆ 0.088012 ┆ 1.092001 ┆ -0.10402 ┆ -0.06219 ┆ 0.096966 ┆ 3.109698 ┆ [-0.0225 ┆ 0.000511 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 8        ┆          ┆ 5        ┆          ┆          ┆          ┆          ┆          ┆ 7        ┆          ┆          ┆ 706  -0. ┆ 31768850 │\n",
       "│ ag_1,clos ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 08143345 ┆ 60966    │\n",
       "│ e_log_ret ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ ]        ┆          │\n",
       "│ urn_lag_2 ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          │\n",
       "│ close_log ┆ close_lo ┆ 345      ┆ 0.553623 ┆ 0.005128 ┆ -0.00598 ┆ 0.023101 ┆ -0.04101 ┆ 0.000169 ┆ 0.007681 ┆ 0.058194 ┆ 1.059921 ┆ -0.16492 ┆ -0.08242 ┆ 0.082492 ┆ 2.055534 ┆ [-0.0811 ┆ 0.000466 │\n",
       "│ _return_l ┆ g_return ┆          ┆          ┆          ┆ 3        ┆          ┆ 1        ┆          ┆          ┆          ┆          ┆          ┆ 8        ┆          ┆          ┆ 6959]    ┆ 14231541 │\n",
       "│ ag_2      ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆          ┆ 752815   │\n",
       "└───────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "research.benchmark_linear_models(ts.drop_nulls(), target, feature_pool, annualized_rate, max_no_features=3, loss=nn.L1Loss(), test_size=0.25)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a87ae47",
   "metadata": {},
   "source": [
    "### Save Best Model (Sharpe 10 Model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "c644a411",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "  #altair-viz-b39ad3ce0dcf4417bc0686440edede70.vega-embed {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "  }\n",
       "\n",
       "  #altair-viz-b39ad3ce0dcf4417bc0686440edede70.vega-embed details,\n",
       "  #altair-viz-b39ad3ce0dcf4417bc0686440edede70.vega-embed details summary {\n",
       "    position: relative;\n",
       "  }\n",
       "</style>\n",
       "<div id=\"altair-viz-b39ad3ce0dcf4417bc0686440edede70\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-b39ad3ce0dcf4417bc0686440edede70\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-b39ad3ce0dcf4417bc0686440edede70\");\n",
       "    }\n",
       "\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@6?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@6.4.1?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@7?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      let deps = [\"vega-embed\"];\n",
       "      require(deps, displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"6\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"6.4.1\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"7\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"$schema\": \"https://vega.github.io/schema/vega/v6.json\", \"data\": [{\"name\": \"param_1e9efca18e7a2868_store\"}, {\"name\": \"source_0\", \"values\": [{\"equity_curve\": 0.003, \"index\": 0}, {\"equity_curve\": 0.004, \"index\": 1}, {\"equity_curve\": 0.011, \"index\": 2}, {\"equity_curve\": 0.014, \"index\": 3}, {\"equity_curve\": 0.018, \"index\": 4}, {\"equity_curve\": 0.017, \"index\": 5}, {\"equity_curve\": 0.012, \"index\": 6}, {\"equity_curve\": 0.023, \"index\": 7}, {\"equity_curve\": 0.022, \"index\": 8}, {\"equity_curve\": 0.034, \"index\": 9}, {\"equity_curve\": 0.046, \"index\": 10}, {\"equity_curve\": 0.059, \"index\": 11}, {\"equity_curve\": 0.062, \"index\": 12}, {\"equity_curve\": 0.065, \"index\": 13}, {\"equity_curve\": 0.066, \"index\": 14}, {\"equity_curve\": 0.061, \"index\": 15}, {\"equity_curve\": 0.061, \"index\": 16}, {\"equity_curve\": 0.062, \"index\": 17}, {\"equity_curve\": 0.062, \"index\": 18}, {\"equity_curve\": 0.063, \"index\": 19}, {\"equity_curve\": 0.056, \"index\": 20}, {\"equity_curve\": 0.066, \"index\": 21}, {\"equity_curve\": 0.063, \"index\": 22}, {\"equity_curve\": 0.061, \"index\": 23}, {\"equity_curve\": 0.057, \"index\": 24}, {\"equity_curve\": 0.057, \"index\": 25}, {\"equity_curve\": 0.073, \"index\": 26}, {\"equity_curve\": 0.073, \"index\": 27}, {\"equity_curve\": 0.066, \"index\": 28}, {\"equity_curve\": 0.078, \"index\": 29}, {\"equity_curve\": 0.077, \"index\": 30}, {\"equity_curve\": 0.073, \"index\": 31}, {\"equity_curve\": 0.079, \"index\": 32}, {\"equity_curve\": 0.069, \"index\": 33}, {\"equity_curve\": 0.077, \"index\": 34}, {\"equity_curve\": 0.082, \"index\": 35}, {\"equity_curve\": 0.075, \"index\": 36}, {\"equity_curve\": 0.099, \"index\": 37}, {\"equity_curve\": 0.108, \"index\": 38}, {\"equity_curve\": 0.104, \"index\": 39}, {\"equity_curve\": 0.117, \"index\": 40}, {\"equity_curve\": 0.116, \"index\": 41}, {\"equity_curve\": 0.113, \"index\": 42}, {\"equity_curve\": 0.111, \"index\": 43}, {\"equity_curve\": 0.11, \"index\": 44}, {\"equity_curve\": 0.113, \"index\": 45}, {\"equity_curve\": 0.111, \"index\": 46}, {\"equity_curve\": 0.121, \"index\": 47}, {\"equity_curve\": 0.123, \"index\": 48}, {\"equity_curve\": 0.122, \"index\": 49}, {\"equity_curve\": 0.128, \"index\": 50}, {\"equity_curve\": 0.118, \"index\": 51}, {\"equity_curve\": 0.121, \"index\": 52}, {\"equity_curve\": 0.128, \"index\": 53}, {\"equity_curve\": 0.126, \"index\": 54}, {\"equity_curve\": 0.133, \"index\": 55}, {\"equity_curve\": 0.134, \"index\": 56}, {\"equity_curve\": 0.135, \"index\": 57}, {\"equity_curve\": 0.131, \"index\": 58}, {\"equity_curve\": 0.133, \"index\": 59}, {\"equity_curve\": 0.133, \"index\": 60}, {\"equity_curve\": 0.138, \"index\": 61}, {\"equity_curve\": 0.138, \"index\": 62}, {\"equity_curve\": 0.133, \"index\": 63}, {\"equity_curve\": 0.115, \"index\": 64}, {\"equity_curve\": 0.114, \"index\": 65}, {\"equity_curve\": 0.112, \"index\": 66}, {\"equity_curve\": 0.104, \"index\": 67}, {\"equity_curve\": 0.094, \"index\": 68}, {\"equity_curve\": 0.1, \"index\": 69}, {\"equity_curve\": 0.098, \"index\": 70}, {\"equity_curve\": 0.089, \"index\": 71}, {\"equity_curve\": 0.088, \"index\": 72}, {\"equity_curve\": 0.097, \"index\": 73}, {\"equity_curve\": 0.099, \"index\": 74}, {\"equity_curve\": 0.097, \"index\": 75}, {\"equity_curve\": 0.096, \"index\": 76}, {\"equity_curve\": 0.098, \"index\": 77}, {\"equity_curve\": 0.099, \"index\": 78}, {\"equity_curve\": 0.105, \"index\": 79}, {\"equity_curve\": 0.103, \"index\": 80}, {\"equity_curve\": 0.098, \"index\": 81}, {\"equity_curve\": 0.102, \"index\": 82}, {\"equity_curve\": 0.091, \"index\": 83}, {\"equity_curve\": 0.095, \"index\": 84}, {\"equity_curve\": 0.096, \"index\": 85}, {\"equity_curve\": 0.096, \"index\": 86}, {\"equity_curve\": 0.108, \"index\": 87}, {\"equity_curve\": 0.103, \"index\": 88}, {\"equity_curve\": 0.107, \"index\": 89}, {\"equity_curve\": 0.123, \"index\": 90}, {\"equity_curve\": 0.123, \"index\": 91}, {\"equity_curve\": 0.115, \"index\": 92}, {\"equity_curve\": 0.123, \"index\": 93}, {\"equity_curve\": 0.126, \"index\": 94}, {\"equity_curve\": 0.124, \"index\": 95}, {\"equity_curve\": 0.124, \"index\": 96}, {\"equity_curve\": 0.125, \"index\": 97}, {\"equity_curve\": 0.128, \"index\": 98}, {\"equity_curve\": 0.124, \"index\": 99}, {\"equity_curve\": 0.122, \"index\": 100}, {\"equity_curve\": 0.136, \"index\": 101}, {\"equity_curve\": 0.138, \"index\": 102}, {\"equity_curve\": 0.137, \"index\": 103}, {\"equity_curve\": 0.13, \"index\": 104}, {\"equity_curve\": 0.153, \"index\": 105}, {\"equity_curve\": 0.166, \"index\": 106}, {\"equity_curve\": 0.175, \"index\": 107}, {\"equity_curve\": 0.168, \"index\": 108}, {\"equity_curve\": 0.169, \"index\": 109}, {\"equity_curve\": 0.166, \"index\": 110}, {\"equity_curve\": 0.173, \"index\": 111}, {\"equity_curve\": 0.18, \"index\": 112}, {\"equity_curve\": 0.171, \"index\": 113}, {\"equity_curve\": 0.158, \"index\": 114}, {\"equity_curve\": 0.169, \"index\": 115}, {\"equity_curve\": 0.156, \"index\": 116}, {\"equity_curve\": 0.165, \"index\": 117}, {\"equity_curve\": 0.175, \"index\": 118}, {\"equity_curve\": 0.15, \"index\": 119}, {\"equity_curve\": 0.153, \"index\": 120}, {\"equity_curve\": 0.159, \"index\": 121}, {\"equity_curve\": 0.159, \"index\": 122}, {\"equity_curve\": 0.171, \"index\": 123}, {\"equity_curve\": 0.168, \"index\": 124}, {\"equity_curve\": 0.171, \"index\": 125}, {\"equity_curve\": 0.169, \"index\": 126}, {\"equity_curve\": 0.172, \"index\": 127}, {\"equity_curve\": 0.169, \"index\": 128}, {\"equity_curve\": 0.174, \"index\": 129}, {\"equity_curve\": 0.177, \"index\": 130}, {\"equity_curve\": 0.173, \"index\": 131}, {\"equity_curve\": 0.169, \"index\": 132}, {\"equity_curve\": 0.154, \"index\": 133}, {\"equity_curve\": 0.148, \"index\": 134}, {\"equity_curve\": 0.161, \"index\": 135}, {\"equity_curve\": 0.159, \"index\": 136}, {\"equity_curve\": 0.17, \"index\": 137}, {\"equity_curve\": 0.175, \"index\": 138}, {\"equity_curve\": 0.157, \"index\": 139}, {\"equity_curve\": 0.151, \"index\": 140}, {\"equity_curve\": 0.159, \"index\": 141}, {\"equity_curve\": 0.159, \"index\": 142}, {\"equity_curve\": 0.163, \"index\": 143}, {\"equity_curve\": 0.164, \"index\": 144}, {\"equity_curve\": 0.161, \"index\": 145}, {\"equity_curve\": 0.154, \"index\": 146}, {\"equity_curve\": 0.147, \"index\": 147}, {\"equity_curve\": 0.148, \"index\": 148}, {\"equity_curve\": 0.155, \"index\": 149}, {\"equity_curve\": 0.147, \"index\": 150}, {\"equity_curve\": 0.188, \"index\": 151}, {\"equity_curve\": 0.188, \"index\": 152}, {\"equity_curve\": 0.197, \"index\": 153}, {\"equity_curve\": 0.202, \"index\": 154}, {\"equity_curve\": 0.2, \"index\": 155}, {\"equity_curve\": 0.203, \"index\": 156}, {\"equity_curve\": 0.2, \"index\": 157}, {\"equity_curve\": 0.197, \"index\": 158}, {\"equity_curve\": 0.195, \"index\": 159}, {\"equity_curve\": 0.186, \"index\": 160}, {\"equity_curve\": 0.176, \"index\": 161}, {\"equity_curve\": 0.166, \"index\": 162}, {\"equity_curve\": 0.177, \"index\": 163}, {\"equity_curve\": 0.156, \"index\": 164}, {\"equity_curve\": 0.157, \"index\": 165}, {\"equity_curve\": 0.154, \"index\": 166}, {\"equity_curve\": 0.155, \"index\": 167}, {\"equity_curve\": 0.171, \"index\": 168}, {\"equity_curve\": 0.167, \"index\": 169}, {\"equity_curve\": 0.168, \"index\": 170}, {\"equity_curve\": 0.159, \"index\": 171}, {\"equity_curve\": 0.149, \"index\": 172}, {\"equity_curve\": 0.163, \"index\": 173}, {\"equity_curve\": 0.164, \"index\": 174}, {\"equity_curve\": 0.169, \"index\": 175}, {\"equity_curve\": 0.167, \"index\": 176}, {\"equity_curve\": 0.156, \"index\": 177}, {\"equity_curve\": 0.145, \"index\": 178}, {\"equity_curve\": 0.13, \"index\": 179}, {\"equity_curve\": 0.129, \"index\": 180}, {\"equity_curve\": 0.129, \"index\": 181}, {\"equity_curve\": 0.132, \"index\": 182}, {\"equity_curve\": 0.133, \"index\": 183}, {\"equity_curve\": 0.133, \"index\": 184}, {\"equity_curve\": 0.133, \"index\": 185}, {\"equity_curve\": 0.13, \"index\": 186}, {\"equity_curve\": 0.135, \"index\": 187}, {\"equity_curve\": 0.128, \"index\": 188}, {\"equity_curve\": 0.125, \"index\": 189}, {\"equity_curve\": 0.133, \"index\": 190}, {\"equity_curve\": 0.134, \"index\": 191}, {\"equity_curve\": 0.137, \"index\": 192}, {\"equity_curve\": 0.128, \"index\": 193}, {\"equity_curve\": 0.124, \"index\": 194}, {\"equity_curve\": 0.114, \"index\": 195}, {\"equity_curve\": 0.117, \"index\": 196}, {\"equity_curve\": 0.122, \"index\": 197}, {\"equity_curve\": 0.115, \"index\": 198}, {\"equity_curve\": 0.122, \"index\": 199}, {\"equity_curve\": 0.117, \"index\": 200}, {\"equity_curve\": 0.127, \"index\": 201}, {\"equity_curve\": 0.128, \"index\": 202}, {\"equity_curve\": 0.119, \"index\": 203}, {\"equity_curve\": 0.127, \"index\": 204}, {\"equity_curve\": 0.135, \"index\": 205}, {\"equity_curve\": 0.142, \"index\": 206}, {\"equity_curve\": 0.157, \"index\": 207}, {\"equity_curve\": 0.158, \"index\": 208}, {\"equity_curve\": 0.158, \"index\": 209}, {\"equity_curve\": 0.159, \"index\": 210}, {\"equity_curve\": 0.153, \"index\": 211}, {\"equity_curve\": 0.153, \"index\": 212}, {\"equity_curve\": 0.158, \"index\": 213}, {\"equity_curve\": 0.163, \"index\": 214}, {\"equity_curve\": 0.161, \"index\": 215}, {\"equity_curve\": 0.159, \"index\": 216}, {\"equity_curve\": 0.158, \"index\": 217}, {\"equity_curve\": 0.168, \"index\": 218}, {\"equity_curve\": 0.169, \"index\": 219}, {\"equity_curve\": 0.17, \"index\": 220}, {\"equity_curve\": 0.169, \"index\": 221}, {\"equity_curve\": 0.171, \"index\": 222}, {\"equity_curve\": 0.159, \"index\": 223}, {\"equity_curve\": 0.163, \"index\": 224}, {\"equity_curve\": 0.164, \"index\": 225}, {\"equity_curve\": 0.17, \"index\": 226}, {\"equity_curve\": 0.183, \"index\": 227}, {\"equity_curve\": 0.181, \"index\": 228}, {\"equity_curve\": 0.178, \"index\": 229}, {\"equity_curve\": 0.18, \"index\": 230}, {\"equity_curve\": 0.185, \"index\": 231}, {\"equity_curve\": 0.193, \"index\": 232}, {\"equity_curve\": 0.194, \"index\": 233}, {\"equity_curve\": 0.2, \"index\": 234}, {\"equity_curve\": 0.208, \"index\": 235}, {\"equity_curve\": 0.21, \"index\": 236}, {\"equity_curve\": 0.207, \"index\": 237}, {\"equity_curve\": 0.209, \"index\": 238}, {\"equity_curve\": 0.206, \"index\": 239}, {\"equity_curve\": 0.209, \"index\": 240}, {\"equity_curve\": 0.209, \"index\": 241}, {\"equity_curve\": 0.208, \"index\": 242}, {\"equity_curve\": 0.206, \"index\": 243}, {\"equity_curve\": 0.203, \"index\": 244}, {\"equity_curve\": 0.214, \"index\": 245}, {\"equity_curve\": 0.202, \"index\": 246}, {\"equity_curve\": 0.202, \"index\": 247}, {\"equity_curve\": 0.204, \"index\": 248}, {\"equity_curve\": 0.209, \"index\": 249}, {\"equity_curve\": 0.204, \"index\": 250}, {\"equity_curve\": 0.214, \"index\": 251}, {\"equity_curve\": 0.217, \"index\": 252}, {\"equity_curve\": 0.219, \"index\": 253}, {\"equity_curve\": 0.227, \"index\": 254}, {\"equity_curve\": 0.221, \"index\": 255}, {\"equity_curve\": 0.229, \"index\": 256}, {\"equity_curve\": 0.236, \"index\": 257}, {\"equity_curve\": 0.234, \"index\": 258}, {\"equity_curve\": 0.229, \"index\": 259}, {\"equity_curve\": 0.225, \"index\": 260}, {\"equity_curve\": 0.224, \"index\": 261}, {\"equity_curve\": 0.219, \"index\": 262}, {\"equity_curve\": 0.212, \"index\": 263}, {\"equity_curve\": 0.213, \"index\": 264}, {\"equity_curve\": 0.213, \"index\": 265}, {\"equity_curve\": 0.215, \"index\": 266}, {\"equity_curve\": 0.214, \"index\": 267}, {\"equity_curve\": 0.213, \"index\": 268}, {\"equity_curve\": 0.213, \"index\": 269}, {\"equity_curve\": 0.213, \"index\": 270}, {\"equity_curve\": 0.213, \"index\": 271}, {\"equity_curve\": 0.209, \"index\": 272}, {\"equity_curve\": 0.196, \"index\": 273}, {\"equity_curve\": 0.189, \"index\": 274}, {\"equity_curve\": 0.184, \"index\": 275}, {\"equity_curve\": 0.187, \"index\": 276}, {\"equity_curve\": 0.187, \"index\": 277}, {\"equity_curve\": 0.19, \"index\": 278}, {\"equity_curve\": 0.181, \"index\": 279}, {\"equity_curve\": 0.181, \"index\": 280}, {\"equity_curve\": 0.187, \"index\": 281}, {\"equity_curve\": 0.19, \"index\": 282}, {\"equity_curve\": 0.196, \"index\": 283}, {\"equity_curve\": 0.2, \"index\": 284}, {\"equity_curve\": 0.214, \"index\": 285}, {\"equity_curve\": 0.211, \"index\": 286}, {\"equity_curve\": 0.188, \"index\": 287}, {\"equity_curve\": 0.189, \"index\": 288}, {\"equity_curve\": 0.192, \"index\": 289}, {\"equity_curve\": 0.191, \"index\": 290}, {\"equity_curve\": 0.198, \"index\": 291}, {\"equity_curve\": 0.195, \"index\": 292}, {\"equity_curve\": 0.195, \"index\": 293}, {\"equity_curve\": 0.192, \"index\": 294}, {\"equity_curve\": 0.193, \"index\": 295}, {\"equity_curve\": 0.195, \"index\": 296}, {\"equity_curve\": 0.193, \"index\": 297}, {\"equity_curve\": 0.193, \"index\": 298}, {\"equity_curve\": 0.2, \"index\": 299}, {\"equity_curve\": 0.218, \"index\": 300}, {\"equity_curve\": 0.222, \"index\": 301}, {\"equity_curve\": 0.219, \"index\": 302}, {\"equity_curve\": 0.201, \"index\": 303}, {\"equity_curve\": 0.204, \"index\": 304}, {\"equity_curve\": 0.207, \"index\": 305}, {\"equity_curve\": 0.215, \"index\": 306}, {\"equity_curve\": 0.216, \"index\": 307}, {\"equity_curve\": 0.223, \"index\": 308}, {\"equity_curve\": 0.228, \"index\": 309}, {\"equity_curve\": 0.209, \"index\": 310}, {\"equity_curve\": 0.209, \"index\": 311}, {\"equity_curve\": 0.193, \"index\": 312}, {\"equity_curve\": 0.195, \"index\": 313}, {\"equity_curve\": 0.192, \"index\": 314}, {\"equity_curve\": 0.182, \"index\": 315}, {\"equity_curve\": 0.187, \"index\": 316}, {\"equity_curve\": 0.192, \"index\": 317}, {\"equity_curve\": 0.189, \"index\": 318}, {\"equity_curve\": 0.203, \"index\": 319}, {\"equity_curve\": 0.204, \"index\": 320}, {\"equity_curve\": 0.202, \"index\": 321}, {\"equity_curve\": 0.206, \"index\": 322}, {\"equity_curve\": 0.204, \"index\": 323}, {\"equity_curve\": 0.21, \"index\": 324}, {\"equity_curve\": 0.232, \"index\": 325}, {\"equity_curve\": 0.246, \"index\": 326}, {\"equity_curve\": 0.249, \"index\": 327}, {\"equity_curve\": 0.252, \"index\": 328}, {\"equity_curve\": 0.253, \"index\": 329}, {\"equity_curve\": 0.258, \"index\": 330}, {\"equity_curve\": 0.267, \"index\": 331}, {\"equity_curve\": 0.272, \"index\": 332}, {\"equity_curve\": 0.274, \"index\": 333}, {\"equity_curve\": 0.274, \"index\": 334}, {\"equity_curve\": 0.247, \"index\": 335}, {\"equity_curve\": 0.249, \"index\": 336}, {\"equity_curve\": 0.249, \"index\": 337}, {\"equity_curve\": 0.262, \"index\": 338}, {\"equity_curve\": 0.271, \"index\": 339}, {\"equity_curve\": 0.277, \"index\": 340}, {\"equity_curve\": 0.287, \"index\": 341}, {\"equity_curve\": 0.292, \"index\": 342}, {\"equity_curve\": 0.277, \"index\": 343}, {\"equity_curve\": 0.283, \"index\": 344}]}, {\"name\": \"source_0_x_domain_index\", \"values\": [{\"min\": 0, \"max\": 344}]}, {\"name\": \"source_0_y_domain_equity_curve\", \"values\": [{\"min\": 0.003, \"max\": 0.292}]}], \"signals\": [{\"name\": \"unit\", \"value\": {}, \"on\": [{\"events\": \"pointermove\", \"update\": \"isTuple(group()) ? group() : unit\"}]}, {\"name\": \"param_1e9efca18e7a2868\", \"update\": \"vlSelectionResolve(\\\"param_1e9efca18e7a2868_store\\\", \\\"union\\\")\"}, {\"name\": \"param_1e9efca18e7a2868_index\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_x, -param_1e9efca18e7a2868_translate_delta.x / width)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"x\\\"), param_1e9efca18e7a2868_zoom_anchor.x, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_equity_curve\", \"on\": [{\"events\": [{\"source\": \"view\", \"type\": \"dblclick\"}], \"update\": \"null\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_translate_delta\"}, \"update\": \"panLinear(param_1e9efca18e7a2868_translate_anchor.extent_y, param_1e9efca18e7a2868_translate_delta.y / height)\"}, {\"events\": {\"signal\": \"param_1e9efca18e7a2868_zoom_delta\"}, \"update\": \"zoomLinear(domain(\\\"y\\\"), param_1e9efca18e7a2868_zoom_anchor.y, param_1e9efca18e7a2868_zoom_delta)\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple\", \"on\": [{\"events\": [{\"signal\": \"param_1e9efca18e7a2868_index || param_1e9efca18e7a2868_equity_curve\"}], \"update\": \"param_1e9efca18e7a2868_index && param_1e9efca18e7a2868_equity_curve ? {unit: \\\"\\\", fields: param_1e9efca18e7a2868_tuple_fields, values: [param_1e9efca18e7a2868_index,param_1e9efca18e7a2868_equity_curve]} : null\"}]}, {\"name\": \"param_1e9efca18e7a2868_tuple_fields\", \"value\": [{\"field\": \"index\", \"channel\": \"x\", \"type\": \"R\"}, {\"field\": \"equity_curve\", \"channel\": \"y\", \"type\": \"R\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_anchor\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}], \"update\": \"{x: x(unit), y: y(unit), extent_x: domain(\\\"x\\\"), extent_y: domain(\\\"y\\\")}\"}]}, {\"name\": \"param_1e9efca18e7a2868_translate_delta\", \"value\": {}, \"on\": [{\"events\": [{\"source\": \"window\", \"between\": [{\"source\": \"scope\", \"type\": \"pointerdown\"}, {\"source\": \"window\", \"type\": \"pointerup\"}], \"type\": \"pointermove\", \"consume\": true}], \"update\": \"{x: param_1e9efca18e7a2868_translate_anchor.x - x(unit), y: param_1e9efca18e7a2868_translate_anchor.y - y(unit)}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_anchor\", \"on\": [{\"events\": [{\"source\": \"scope\", \"type\": \"wheel\", \"consume\": true}], \"update\": \"{x: invert(\\\"x\\\", x(unit)), y: invert(\\\"y\\\", y(unit))}\"}]}, {\"name\": \"param_1e9efca18e7a2868_zoom_delta\", \"on\": [{\"events\": [{\"source\": \"scope\", \"consume\": true, \"type\": \"wheel\"}], \"update\": \"pow(1.001, event.deltaY * pow(16, event.deltaMode))\", \"force\": true}]}, {\"name\": \"param_1e9efca18e7a2868_modify\", \"on\": [{\"events\": {\"signal\": \"param_1e9efca18e7a2868_tuple\"}, \"update\": \"modify(\\\"param_1e9efca18e7a2868_store\\\", param_1e9efca18e7a2868_tuple, true)\"}]}], \"marks\": [{\"type\": \"line\", \"name\": \"marks\", \"from\": {\"data\": \"source_0\"}, \"sort\": {\"field\": \"x\"}, \"encode\": {\"update\": {\"tooltip\": {\"signal\": \"{\\\"index\\\": format(datum[\\\"index\\\"], \\\"\\\"), \\\"equity_curve\\\": format(datum[\\\"equity_curve\\\"], \\\"\\\")}\"}, \"x\": {\"field\": \"index\", \"scale\": \"x\"}, \"y\": {\"field\": \"equity_curve\", \"scale\": \"y\"}, \"defined\": {\"signal\": \"isValid(datum[\\\"index\\\"]) && isFinite(+datum[\\\"index\\\"]) && isValid(datum[\\\"equity_curve\\\"]) && isFinite(+datum[\\\"equity_curve\\\"])\"}, \"stroke\": {\"value\": \"#4c78a8\"}}}, \"interactive\": true, \"clip\": true, \"style\": [\"line\"]}], \"scales\": [{\"name\": \"x\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_x_domain_index\\\")[0] || {}).max\"}], \"range\": [0, {\"signal\": \"width\"}], \"nice\": true, \"zero\": false, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"index\\\"]\"}}, {\"name\": \"y\", \"type\": \"linear\", \"domain\": [{\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).min\"}, {\"signal\": \"(data(\\\"source_0_y_domain_equity_curve\\\")[0] || {}).max\"}], \"range\": [{\"signal\": \"height\"}, 0], \"zero\": true, \"nice\": true, \"domainRaw\": {\"signal\": \"param_1e9efca18e7a2868[\\\"equity_curve\\\"]\"}}], \"axes\": [{\"scale\": \"x\", \"zindex\": 0, \"domain\": false, \"orient\": \"bottom\", \"ticks\": false, \"grid\": true, \"labels\": false, \"maxExtent\": 0, \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"gridScale\": \"y\", \"aria\": false, \"minExtent\": 0}, {\"scale\": \"y\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"labels\": false, \"ticks\": false, \"grid\": true, \"orient\": \"left\", \"gridScale\": \"x\", \"domain\": false, \"aria\": false, \"maxExtent\": 0, \"minExtent\": 0, \"zindex\": 0}, {\"scale\": \"x\", \"labelFlush\": true, \"grid\": false, \"labelOverlap\": true, \"zindex\": 0, \"orient\": \"bottom\", \"tickCount\": {\"signal\": \"ceil(width/40)\"}, \"title\": \"index\"}, {\"scale\": \"y\", \"tickCount\": {\"signal\": \"ceil(height/40)\"}, \"title\": \"equity_curve\", \"zindex\": 0, \"grid\": false, \"orient\": \"left\", \"labelOverlap\": true}], \"title\": {\"text\": \"equity_curve\", \"frame\": \"group\"}, \"padding\": 5, \"style\": \"cell\", \"height\": 400, \"width\": 800, \"background\": \"white\"}, {\"mode\": \"vega\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "features = ['close_log_return_lag_1','close_log_return_lag_2','close_log_return_lag_3']\n",
    "model = LinearModel(len(features))\n",
    "model_trades = research.learn_model_trades(ts.drop_nulls(), features, target, model, loss=nn.L1Loss())\n",
    "model_trades = research.add_tx_fees_log(model_trades, maker_fee, taker_fee)\n",
    "research.plot_column(model_trades, 'equity_curve')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "8b9696da",
   "metadata": {},
   "outputs": [],
   "source": [
    "torch.save(model.state_dict(), 'model_weights.pth')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "study (3.14.5.final.0)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.14.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}