tv.ipynb

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 "cells": [
  {
   "source": [
    "https://youtu.be/qDrXmb2ZRjo"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from tvDatafeed import TvDatafeed,Interval"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get credentials for tradingview\n",
    "username = 'YourTradingViewUserName'\n",
    "password = 'YourTradingViewPassword'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# initialize tradingview\n",
    "\n",
    "tv=TvDatafeed(username=username,password=password)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                          symbol    open      high      low    close  \\\n",
       "datetime                                                               \n",
       "2021-04-01 19:00:00  NASDAQ:AAPL  123.66  124.1800  122.490  123.000   \n",
       "2021-04-05 19:00:00  NASDAQ:AAPL  123.87  126.1601  123.070  125.900   \n",
       "2021-04-06 19:00:00  NASDAQ:AAPL  126.50  127.1300  125.650  126.210   \n",
       "2021-04-07 19:00:00  NASDAQ:AAPL  125.83  127.9200  125.140  127.900   \n",
       "2021-04-08 19:00:00  NASDAQ:AAPL  128.95  130.3900  128.520  130.360   \n",
       "2021-04-09 19:00:00  NASDAQ:AAPL  129.80  133.0400  129.470  132.995   \n",
       "2021-04-12 19:00:00  NASDAQ:AAPL  132.52  132.8500  130.630  131.240   \n",
       "2021-04-13 19:00:00  NASDAQ:AAPL  132.44  134.6600  131.930  134.430   \n",
       "2021-04-14 19:00:00  NASDAQ:AAPL  134.94  135.0000  131.655  132.030   \n",
       "2021-04-15 19:00:00  NASDAQ:AAPL  133.82  135.0000  133.640  133.940   \n",
       "\n",
       "                          volume  \n",
       "datetime                          \n",
       "2021-04-01 19:00:00   75089134.0  \n",
       "2021-04-05 19:00:00   88651175.0  \n",
       "2021-04-06 19:00:00   80171253.0  \n",
       "2021-04-07 19:00:00   83466716.0  \n",
       "2021-04-08 19:00:00   88844591.0  \n",
       "2021-04-09 19:00:00  106686703.0  \n",
       "2021-04-12 19:00:00   91419983.0  \n",
       "2021-04-13 19:00:00   91266545.0  \n",
       "2021-04-14 19:00:00   87200566.0  \n",
       "2021-04-15 19:00:00   41429057.0  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>symbol</th>\n      <th>open</th>\n      <th>high</th>\n      <th>low</th>\n      <th>close</th>\n      <th>volume</th>\n    </tr>\n    <tr>\n      <th>datetime</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2021-04-01 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>123.66</td>\n      <td>124.1800</td>\n      <td>122.490</td>\n      <td>123.000</td>\n      <td>75089134.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-05 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>123.87</td>\n      <td>126.1601</td>\n      <td>123.070</td>\n      <td>125.900</td>\n      <td>88651175.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-06 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>126.50</td>\n      <td>127.1300</td>\n      <td>125.650</td>\n      <td>126.210</td>\n      <td>80171253.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-07 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>125.83</td>\n      <td>127.9200</td>\n      <td>125.140</td>\n      <td>127.900</td>\n      <td>83466716.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-08 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>128.95</td>\n      <td>130.3900</td>\n      <td>128.520</td>\n      <td>130.360</td>\n      <td>88844591.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-09 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>129.80</td>\n      <td>133.0400</td>\n      <td>129.470</td>\n      <td>132.995</td>\n      <td>106686703.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-12 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>132.52</td>\n      <td>132.8500</td>\n      <td>130.630</td>\n      <td>131.240</td>\n      <td>91419983.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-13 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>132.44</td>\n      <td>134.6600</td>\n      <td>131.930</td>\n      <td>134.430</td>\n      <td>91266545.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-14 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>134.94</td>\n      <td>135.0000</td>\n      <td>131.655</td>\n      <td>132.030</td>\n      <td>87200566.0</td>\n    </tr>\n    <tr>\n      <th>2021-04-15 19:00:00</th>\n      <td>NASDAQ:AAPL</td>\n      <td>133.82</td>\n      <td>135.0000</td>\n      <td>133.640</td>\n      <td>133.940</td>\n      <td>41429057.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 4
    }
   ],
   "source": [
    "tv.get_hist('AAPL','NASDAQ',)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "nifty_data=tv.get_hist('NIFTY','NSE',interval=Interval.in_1_hour,n_bars=1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\nDatetimeIndex: 1000 entries, 2020-09-16 09:00:00 to 2021-04-15 15:00:00\nData columns (total 6 columns):\n #   Column  Non-Null Count  Dtype  \n---  ------  --------------  -----  \n 0   symbol  1000 non-null   object \n 1   open    1000 non-null   float64\n 2   high    1000 non-null   float64\n 3   low     1000 non-null   float64\n 4   close   1000 non-null   float64\n 5   volume  1000 non-null   float64\ndtypes: float64(5), object(1)\nmemory usage: 54.7+ KB\n"
     ]
    }
   ],
   "source": [
    "nifty_data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
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     },
     "metadata": {},
     "execution_count": 7
    },
    {
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222.199154 \r\nL 273.980559 223.25092 \r\nL 274.488339 223.730758 \r\nL 274.99612 215.641369 \r\nL 275.5039 215.418414 \r\nL 276.011681 214.167927 \r\nL 276.519462 215.365099 \r\nL 277.027242 211.337368 \r\nL 277.535023 212.01108 \r\nL 278.042803 210.532791 \r\nL 278.550584 220.357352 \r\nL 279.058364 218.801514 \r\nL 279.566145 221.108614 \r\nL 280.073925 219.76119 \r\nL 280.581706 220.808109 \r\nL 281.089486 214.79317 \r\nL 281.597267 215.457189 \r\nL 282.105047 208.526196 \r\nL 282.612828 207.362952 \r\nL 283.120608 209.035115 \r\nL 283.628389 207.653763 \r\nL 284.136169 213.697783 \r\nL 284.64395 215.035513 \r\nL 285.659511 209.253223 \r\nL 286.167291 209.800917 \r\nL 287.182852 214.318179 \r\nL 287.690633 209.733061 \r\nL 288.198413 208.521349 \r\nL 288.706194 207.716772 \r\nL 289.213974 213.930431 \r\nL 289.721755 217.701279 \r\nL 290.229535 213.450594 \r\nL 290.737316 210.523097 \r\nL 291.245096 208.753998 \r\nL 291.752877 207.915493 \r\nL 292.260657 206.776484 \r\nL 292.768438 198.866428 \r\nL 293.276218 198.299346 \r\nL 293.783999 199.520752 \r\nL 294.291779 199.981203 \r\nL 294.79956 196.258823 \r\nL 295.30734 196.651418 \r\nL 295.815121 195.643274 \r\nL 296.322901 192.449201 \r\nL 296.830682 191.848191 \r\nL 297.338462 192.051759 \r\nL 297.846243 191.213254 \r\nL 298.354023 188.440857 \r\nL 298.861804 190.873975 \r\nL 299.369584 190.02093 \r\nL 299.877365 197.538391 \r\nL 300.385145 193.481579 \r\nL 300.892926 193.626985 \r\nL 301.400706 193.437958 \r\nL 301.908487 190.46684 \r\nL 302.924048 188.096731 \r\nL 303.431828 188.770443 \r\nL 303.939609 189.977308 \r\nL 304.447389 189.85129 \r\nL 304.95517 196.937382 \r\nL 305.46295 206.432357 \r\nL 305.970731 241.736799 \r\nL 306.478511 229.988039 \r\nL 306.986292 237.277699 \r\nL 307.494072 234.650707 \r\nL 308.001853 236.594293 \r\nL 308.509633 235.508599 \r\nL 309.017414 225.131497 \r\nL 310.540756 212.393981 \r\nL 312.064097 208.72007 \r\nL 312.571878 208.671601 \r\nL 313.079658 206.601997 \r\nL 313.587439 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162.389049 \r\nL 332.883098 164.090292 \r\nL 333.390878 161.44876 \r\nL 333.898659 161.569931 \r\nL 334.406439 160.998003 \r\nL 334.91422 163.091842 \r\nL 335.422 155.055767 \r\nL 335.929781 160.619949 \r\nL 336.437561 161.380904 \r\nL 336.945342 156.737624 \r\nL 337.453122 153.751965 \r\nL 337.960903 153.674416 \r\nL 338.468683 152.002253 \r\nL 338.976464 156.689155 \r\nL 340.499805 150.31555 \r\nL 341.007586 149.767856 \r\nL 341.515367 148.740324 \r\nL 342.023147 145.546251 \r\nL 342.530928 143.806233 \r\nL 343.038708 144.082503 \r\nL 343.546489 145.51717 \r\nL 344.054269 146.108486 \r\nL 344.56205 153.039479 \r\nL 345.06983 150.819622 \r\nL 345.577611 150.708145 \r\nL 346.085391 143.224611 \r\nL 346.593172 147.043928 \r\nL 347.100952 146.694954 \r\nL 347.608733 144.882233 \r\nL 348.116513 145.667423 \r\nL 348.624294 147.761261 \r\nL 349.132074 151.570884 \r\nL 349.639855 141.392503 \r\nL 350.147635 138.508628 \r\nL 350.655416 136.918862 \r\nL 351.163196 136.497186 \r\nL 351.670977 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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "nifty_data.close.plot(figsize=(10,10),use_index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# futures data\n",
    "crudeoil_data=tv.get_hist('CRUDEOIL','MCX',Interval.in_2_hour,n_bars=5000,fut_contract=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='datetime'>"
      ]
     },
     "metadata": {},
     "execution_count": 9
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
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ewJybT66xjscjdG4V6GK3U1c0JwWOw8PFwyI/+RpOVOmH4IBr8nDJpr1Rl3/Jcwu47F8L6X/XTLrd+h4/fXq+z3FjTIBSzQqDu5d/4vSaXCSLiqsnVZulp1BS7vsH8fCs7+sks7SiMiAi4TOfrQ+o96vRPWhme+4cLK3fhO6+4nIKbpnO4HtmBRz73bg+AN5rH9UhhyHd8uhSB5/pjrlZ3m0nG1JxDX+UStOjT/vGmzGjSZ2VvoikiMhXIvI/e7+biHwpImtE5FURSbfLM+z9NfbxAtc1brXLV4nI2LD3pgkxx0/5zltX7RlQcMt0ut0aaKJwfH3DSUWIMAP+Tx8LNxT5RPcEK3hbXZjynyVM+McXbC4spu8dMxh09ywOlwf25dpTe3ntoPsPVwQcr4lT/voJEBgJEeCy4QUM6JzrncO59Yw+db6uxyP854qh9G6XzUu/HAbAdh3pN3kSORJtfUb61wLuIOx/Bh42xvQEioDL7fLLgSK7/GG7HiJyNDAROAYYBzwuIpF3uE4SWmal8crkE8J+3VArTq9+6auAMie3542nW5PJd/yoerFK4aEyCm6ZzsY91XbzK6Yt4s0lW/hwhWWiuuif8zlYWhE0MX1aipCR6qGtvf7gkQ/r9hThsKeGZPeZaSmkeIQSO+xGfd1Ch/dsw4zrR1For2R+ZeGmWs5QEh3/AU4iUSelLyKdgPHAP+19AU4B3rCrTAMm2Ntn2/vYx0+1658NvGKMKTXGrAfWAEPC0Icmx2erdwUtv2LawoARxnnHdWLD1PEsvWMMQ7rlhb0twezy32zZy/Rvq/2TO7TMpG12BkW2Ym1jK+Yv1lQnDb/sX5YL5EkPfgJYTwofrtjBDa8t9dbZXBg6c1lllTVx6yw6W7plX42jrfnr9jD4nllBo4gCLP3jGJ99t0lmdO+GBbvqb0+inzeoU4POVxKHZVv31V4pTqnrSP8R4LeAcwe1BvYaY5xn7C1AR3u7I7AZwD6+z67vLQ9yjhcRmSwii0Rk0a5dwZVfNOiYm0VOZirZGakRXW2560ApFz41j09WWaPdyioTMtn2hyt2co7tZugQ7vDP6+47k89/dzKT7EUiwUb689f5LkI5tmNL8pqn8/u3vgXwfl7OCB7ghB7WuoCrTuoR8ro14VTPSK3+ya7Yvj9k/YlPz2f3wTIufubLAFPUmnvPoIVf/tEV26qv1dC5Eee8P727vEHnK4mD81T42EUDY9yS+lOr0heRs4CdxpjFUWgPxpinjTGDjTGD8/PzoyEyKJ/ePJolt5/O4IJWFB4qi1hgrav+vZgv1xd6/eyfmlO99P+D60YG1F9qT3i2aZHB3RP6cs7AgP/NRuHxCJ1aNWNQVyt2SLBgUq8srP7vvvWMPuw9XM6qHQf4xo437z5nx/4SFm8sYpWtoJ01AHX17HErecDHTXP8o5+H9GxyWLChkHtdEQyf/NkgUlM8pNgrIp11Co6P/pnHtvceqy/+bVWaLlv3Wiuv+9fRRTqeqIsT9XDgxyJyJpAJ5AB/A3JFJNUezXcCO/as9d4Z2CIiqUBLYI+r3MF9TtyRmmLdwB+vsp42/rtkCxcM7lzTKfWmpLySxX7Bz3YfsEwkE4/vTNe86rUB/7xkMFe8sMi7/9GNJ9EySOLlcOGMWv09cgCO75rHul2H+Ov5/TlnYEfu9wtMd1Kv6j9rx6XT4VBZJftLygNij4TisuHdAjISudlzqIw2LWqOM/RPOzXk/00Z7o2gCtaI31l1/X9ThmOqoGUj4i5FKqepEhuMMXS79T0uG15AVloK737zA5/99hQAthQdxiPQvmVmLVeJP2odmhhjbjXGdDLGFGBNxM42xlwMfAycZ1ebBLxtb79j72Mfn22s4dg7wETbu6cb0AsIbseIQ1bvOFB7pTqwbd9hr6J3YrW7cZZyXzGyO5lpHiYMOIK/TRzg8+O6clT3iCp8gGbp1njgUGmgl0xFlaFjbhbnHtcpQNGtufeMGhXnyws20e9PM5nuilkCkOMyt/y4/xEA9MhvTu/2gYuc/nDmUd7tJSEihvZul80Yv/y1A/zCKaSmeLztz8lMa5TCd0ivw2j/d298w4VPzWu0LCWy7DpgBfr71xcbePyTtWwuPExxWQVrdh5g+74S8rMzSEtJvKe7xqzI/R3wiojcA3wFPGuXPwu8KCJrgEKsPwqMMd+JyGvAcqACmGKMSRiHZucH0FicBUer7hkXYOLYuOcQD3xgBfkqrahERHhkYqDN8JIoBIJrlmH7nAcZ6ZdUVJKRVv1jH9otjy/tJBKpdbwJbnnzW+/2gM65Pn76I3q14Z2lP9CqWTqFhwI9aa4Y2Y3C4jKe+GQtk19czIap4zn6jx+QIsJdE47hsdlrWLvrkE9O4PY50RmR5WalsfNAKfdOX855x3Wmd/vsgDqvLtoc5Ewl3nCeEN0c/cfqgVqvBF11Xa+/KWPMJ8aYs+ztdcaYIcaYnsaY840xpXZ5ib3f0z6+znX+vcaYHsaY3saY98Pblchy9BHVCzCMMbwwb0O9c8m6PUk+WLY94Ljbk+WYIwITkzuj++ZRCC3sLFQKtiK3tLyKzNTqNrwyeRi/OaUnN4/t7S07oQ4TzA9d0J8Z143i/6YM9yl3FjwN6ZbH6XbsG/f8hohw7qCOPnWLyyo5UFrB9a8u9aauO1Ba4Z2Qjpbv/G47DPQzn61n7CNzaqy7bV9obyUl9nSrJfRKdmZiRrFJzFbHAGcx0O6DpQy248u8smAz710bONkaCrf9/tpXvg44/v32mk1I153WizvfXe41vUSSZmmWjGCrS0v9Rvoiwo1jevvUcRaTpad4ePbSwezcX8qNry/1qdO1dXPvSPjDG0ax73AFzTNS6NM+h+nXjKBP+xxSPBI0/k/PttZ54/q298YJCsaIXvlMm7eRy4YX1KHXjWf2jaMZbQdwq42PVuwMGaNfiT23up5Gg5ETYRNrpEg8g1SU+fAGK/b8Njvwl1txL9+2n4JbprOvuG6LedbvDgzoBTDlZMuNsbyWJNuXDe/Ghqnj62Q3bixZ3pG+9We3YH2hN4l6SXmlz0i/Jkb0asPIXvmce1yg73q6yxTUs202x3Vt5V3SfswRLWv1oslKS/Hmqw3Gkz8bxOlHt+N/vxnBH11ZjSJJV7/QDe7FaIBPBFO3+UmJL/73zQ+11rnx9N611olHVOnXQs+22QzrnscG++Z95+vAH8O4v9X8GL9s6z5vyN1g3DzWWvZfEkeJ2FvY0TFvf/s75q7ZzQVPzWPkAx9TWWVYuKGIxZuCT6A6OKtxH5k4IGSdxv559e2YExCuws1xXfPsei2jEqccCJCz129A4A4v4bi4KvHH9a9+DVj5bJfdOZbnLh0MWHNDG6aOZ8PU8RzbKdAEmwioeacOFLRu7o2o516J6rAtSPhfN2f9/XMA2uUEuha6A3Y5LPzDaQ1pZlhxpyS86J/VoYNf+nIjUHuu2suGd+Oy4d18yk7t05ZubZp7J8jSUhqniP3XEHTMzWLr3sOkeIR22Rn1ShkZDb7fcYAxD1cPED5fs5s1Ow9qGOY4pNyOsjvSdj8+pU87Xp08LC5DrNcXHenXga6tm7P7YFmNtuOaQhA77Ngf6AHUIki8+TYt4jffamOWqD176fHc5jKzNHakn+7nKfS7M/qwYep41t53Jl/cckqjrt0Ylt1ZHUvw7H98wW9e/orKKuOj8B3+PX9jNJum1IFQ9/LQ7q1pFyUvsEiiSr8OFNQhxO6v/hN8wfLnq3cHlG2YOp4XL7fCDjkhCxbdVj26j5YpojZOOyowBs0f3/4OsBaLNZbGhrdwMnPNvH4UX91+Oj/q18F7LJafYYuMVJ5xfT7vLv0hpI04kQN3NVX2HLIGZzecXrcsdImGKv06UJdHuqIQk7mvLw7uk+0s/798hGUCadMig+E94ysh+V/PHxDyWDjc1RrrhfSH8Ufx0i+HcmS7bFo1T4+bP0uAQV1yffZv8vNccsx6qbqKN+5w0mc+VMd8EImGKv064O+R4dDHtfCmc6tA2zwE+vo657S1J4ROc60afeEXQ/n+njMa29yw0bJZGkeEWGYeDyPUzLQUTrQDucUbrVtk8Lgrj2+5X7L5py85DoAuebU/RSrRJbeZ9QR65ajAdKJNAVX6dSDUiPRH/Y/gngl96Z7fPKTnTU6mry/ve9eE9utP8UhU3DHrQ58Qyc33Ha5fzHk34/t14L5zjm3w+YnCJtvF1c1/f3UC3/5pDEfZrqnOSmYl+uzcX8JNry/12vA//X4XZRVV3tX3vz657onOEwn13qkjw3u25os11oKj5y4dzBOfrOXKUd1JTfHwxuItIbNWOS56bbMz6NepZcIF5SpoHWjamnJyD8Yc3b7B1/zHRYNqr9QEuGhoF6b6BaNz3EgdguUWVqLDja8v5bPVu9l9sJSNe4pZv/sQ57pyITTWuyxeia9hZRzzbztNH0D3Ni14/aoTvXFmMtM8QaNRguUJIAJf/v5U/jnp+Ki0NZxce2ovAB48rx8AJ/Zozc1j+8TdE0k84v+UF4qCW6bX6BmmRIbPbCeLT1bt8i6c/O+SLd7jDQ2xHe/oSL+OuCcJ/bMxZaalsCdI7lWwRvrN0lLiapKxPrRsluYNg3BUh5w6JQtXqvnwhlFUVsHYR+bUGqCrqsok3JNgU8bfJbipoEq/AbTzm9zMTE0JOdL/YNl2DtXBhz8R6NsxMVcgxhInRtDsG0/yppF0GHN0OzbsOcT3O6xQEpuLiukaxJymhJdvtuwNGRLFTaIO1GpDlX4D8H9sz0zzUBLCpr9V46soQPf8wFF+VnqKz6riLUWHVelHgR8/9kXQ8g1Tx7Ny+37GPfJZlFsUXVTp14N5t54SNGlCZlpK0LAEc9cELsxSFIfM1BSfeEwPfLCSt68eEcMWNW0e/Wh1QMiLL245heFTZ3v3+7TPYcVd4zgYIk5WU0CVfj3o0DK4L35GqifApl9VZXxi1iiKP5lpHp+AbOP6dqihttIQPl61E7DyOwRbbNXONrnlurKmZaWn+MSeamqo0g8DizcVUVFlePvrrZw9wEru4V68VFsyBiU5yUhL8cmelpXWNCcOY8ll/1oI4I2S6dChZSbPXzaE1BQPC/9wWlJ5oyVPTyPIsq37Ad9sWKWuxVrPTmp8nBql6fHygk0++yW1RC5VGs4vnl/ks5+ZluJN4JOfnRHxnNPxhCr9MDCipxUKYEtR9aTtX2au8m4Hm8RTlAMlvnbjUB5gSsMoPBTcjRrgbzXkeWjqqNIPA53zLFu/e9n9i3bI3LHHtAt6jqI4iWYc3IMGpfHsDxIq5O0pw5l1/Sj6dcqNfoPiBFX6YeCcgdbS7X2Hy9lcWMymPdXKf7DfsntFcTiyXbbP/huLt4SoqTQEZ7bEvbK2f+dcevl97smGKv0wMKRbtWIf+cDHjHrwY+/+mf3UI0MJzu6DgUl1Epn9JeU8NHOVTx5gh5Xb9/Ond76Lansq7ZzTD184IKpy4x313okwTXNNnxIOTu5jJal546oTuPaVr+nbMXhE00Th/vdW8PKCzfRun8N4e7Dz1ldbuP7V6lwCl5zQNWpzXI65dXNhMW/9+kT2NiIybFNClX6E6RAiHr2i5GRWxzVqkZGKJPgQYf9ha2J6yaYipry0hNxmaQGJ4U/566dcc0pPbhjTO+LtmfKfrwAY1r01A7u0iri8REHNO2HitStPCFreVON3KOElxSNUVCWOy2ZFZRVXTFvIPz5e4y07YK9ifdZOfO+v8B0enb0GYxqTbTk489ftYdwjcygus9rhhDXvka/rZNyo0g8TQ7rl8ZNBHWPdDCVBSUuRgOxasWLH/hL+OnMVVVWh2/PSgk18uGInD86odk2e8/2uOsuYvy78yWPufHc5K7cfYO6aPV7vOajOhKVYqHknjLhDsQ7pltdkEysr4SctxRMQsjtW/OGtZXy4YgcjerZhaPfgeZvdsWlqywVwRt/2XDy0Kyu37+ee6SuAwPDk4eCwPcK/4oXqhVihnsCTGVX6YcRZyn3lqO7ceuZRMW6NkkjEi9KvqjLs2F8CVLs8OuWFxWVkpqXQ944ZHFtLmO3rTzuSnw7tTNvs6jmtEb3aMKx7a876++de00s4yUgNjJdzfIHa8v2pVemLSCYwB8iw679hjLlDRLoBrwCtgcXAz40xZSKSAbwAHAfsAS40xmywr3UrcDlQCVxjjJkR/i7FDicCZ2oTTbOmRI70VA/Fh2OzIreissqbBe5nz37Jt1v3Ada6gV/9ezFFQWzzTp1gPH/Z8Yzu3TbosexMS+W8MG8DY4+pf8rNfcXlrN19kEFBJmZX7TgQUKZzaoHUxaZfCpxijOkPDADGicgw4M/Aw8aYnkARljLHfi+yyx+26yEiRwMTgWOAccDjItKkQtk5I/0aTKGKEpS0FA/lMYi98+K8DfT8w/vssdcMzF27x3vsh72Hgyr82gil8MHyUgK8+aYBDpVW0P3W6XywbFtA/ZLySl5esMk78dv/rpn85PG5rNkZqOD9mfaLIfVtelJQq9I3Fgft3TT7ZYBTgDfs8mnABHv7bHsf+/ipYv3dng28YowpNcasB9YATepbOc4efazctj/GLVESjfRUibp5p6rKcPvb1oKpbftKAo5/tWlvrdfYMHU8j100sM4ym2cEGhc2FRZTZeCqfy/hq01F7NxfQpEdN2fMw3O49c1v+e0b3/jMHZz20Byfa5T6JTF6dtJgTjoyv87tSibqZNO3R+SLgZ7AP4C1wF5jjDObswVwXFc6ApsBjDEVIrIPywTUEZjvuqz7HLesycBkgC5dutSzO7FldO98Jh7fmZ8OSax2K7EnLcXjE447GrhjRf3s2S/5+o9j6Nsxh6oqWL5tf41291cmD2PdLivloOOfDzCse81hRzKChDAudqUTPefxud7ttfed6W3j67WEqCgpq/7s+nVqWePTRrJTJ5dNY0ylMWYA0AlrdN4nUg0yxjxtjBlsjBmcn59Y/9SpKR6mntuP/p1zY90UJcFIj4F5x63U9xaXU1ZRxbKt+71+7g6ZaR5W3DXOp2xY99ZcNNQa3JzVvwOnH92Om8YcyT8uGlSjzGA29l0HAp8yAO56t+awDUWuKJrGNe38ztUjfOLtKL7Uy0/fGLMX+Bg4AcgVEedJoROw1d7eCnQGsI+3xJrQ9ZYHOUdRkpq0VA9lUfbTL/X7k/ml7eq4wRUwEODpnw/2yST16uRhPsdzMtN45pLBXH1KL1q38E3+HoyRvdr47F/17yVB602btzGg7OgO1aEqBt49i49W7ADAWet1zkBdK1MbtSp9EckXkVx7Ows4HViBpfzPs6tNAt62t9+x97GPzzbWLMw7wEQRybA9f3oBC8LUD0VJaNJj4LLpn9f50xCLq445olrR9m6XHdJ3v658ttrKHT3x6XlBj08YcETIc39+QleeuaQ6KdGX6wuZNncDA++eBUD/TjW7kip1s+l3AKbZdn0P8Jox5n8ishx4RUTuAb4CnrXrPwu8KCJrgEIsjx2MMd+JyGvAcqACmGKM0awRioK1ItdfCUca/8nPUDheaUtuP53MMKR0fOC8fvz2jW+Yv66Q4rIKTujemgOl5d4MdG1zfONVdclr5rXtTzy+s4+JqKyiijtc0Ts9ataplVqVvjHmGyBget4Ys44g3jfGmBLg/BDXuhe4t/7NVJSmTSwWZ/1lZmCicICbx/b2hldol5NB83RLTeQ1D084gwsGd+bud5dzoLSCH/aWUHiojM55zVi2dT+d87I4q18Hnp6zzlt/xnWj2L6/hK55zQLmBHL80hyqyq8dXZGrKHFAeqqHiipDVZWJymjVGMPSzXsDytNShCkn96Rbm+ZUGcP4YztEZIHTg+f346p/L2HPwVJ2HSxlUNdcnvzZIPp3zqVDyyyfuhmpHrq18Q2a9s7Vw/nxY18EeAOFCvKmVKMB1xQlDnBWc5dHKdKmexL3P1cM9W6P62vFwT/z2A6c1e+IiK1odfp74dPzOVhaQcusdMb17RCg8CG4ycZJd7h4Y5FPeV4LDa5WG6r0FSUOcIL1Rcuuf8gVMK2ly0TSIiM6i+TTXMEJyyqqSPVT7G4vnZqYvXKnz/7FQ7s2vnFNHDXvKEockGbHa4pWeOWZy3d4t93umMGClkUCt9IHeH3xZm4aW51Y5b1rR/L9jgN8HcQE5ZCdkeqN4Q8aUbOuqNJXlDgg3Va20ZrMnfHddu92VppL6YfBO6cu7PNLXXjVST0C6hzZLjsgebwbt8K/8qTuPrmqldCo0leUOMAZ6UfLvLO16DAAD13Q30fpR4ueba08uZeeWMAvR3WnY26gLb8+nGHPRSi1o0pfUeIAxxc+WvF3Vu+0Yiie0qctmS6lv7mwONQpYaVn2xbe/MDhwH9OQAmNTuQqShzg9d6JkNI3xjDiz7NZtKGQRRuqUxU2S08lMy2FB8/rB4AnQePPpwcJ5KYER0f6ihIHON47D8/6nicuPi7svvpPfrqOLUWHOe9J39AHjrI8f3Bn0lM9jOyVOEEOHzi3H7/97zcAHCipqKW24qB/j4oSB6TZynfGdzuYv25PLbXrz+GyQKX40AX9ffbPHtAxbKtuo8EFx1fHb2ybXXugN8VClb6ixAFpEU6xmRFksvbUo9pFVGY0OKufNYGr5p26o+YdRYkD0l1+66kp4VVglVXGG0vHTTiCp8WaB8/rz2XDC2jnF6RNCU3if+uK0gRwL1b6bHXwEMcN5Ye9h4OWp4f5zyUWZKWncFxX9c+vD4n/rStKE8Btnvj77DVhvXZFVfBVvpGKq6PEN6r0FSUO8A9LEE4qQyh9JTlRpa8ocYC/qcWY8CnqqjBeS0l8dCJXUeKAtFRfU8vmwsN0ad0sLNd2L7jKz87g5N75DO/ZpoYzlKaMKn1FiQP8R/qLNxWGTelX2DH6fzqkM3/68TFRi6SpxCdq3lGUOCDNz8980YaiEDXrz+EyKxfuKX3aqcJXVOkrSjzgP9Jfuf1A2K7txKQ/qkPoMMVK8qBKX1HiAH/vHWd0Hg7mrt1D57wsOrUKj7lISWzUpq8ocUCKHWCtf+dc2mZnMMuV2aqxLFhfyNhjEj/kghIeVOkrSpzw/rUj6dgqi35/mgnAqu0H6N2+cSaZyirDvsPldMzVUb5ioUpfUeKEo/ySgR8sbXy44JJyy0zUFOLsKOFBfwmKEqeEIzZOtdJXrx3FQpW+osQZuc3SAPjRY5+z+2Bpo65VYufc1ZG+4qC/BEWJMx6dONC7/f2Oxrlu6khf8UeVvqLEGW4FneIXCXPmd9v552fr6nytQ/a8QLN0nb5TLGpV+iLSWUQ+FpHlIvKdiFxrl+eJyCwRWW2/t7LLRUQeFZE1IvKNiAxyXWuSXX+1iEyKXLcUJXFxh1l258p9fdFmJr+4mHumr2BfcXmdrlV4qAyAvOZp4W2kkrDUZaRfAdxojDkaGAZMEZGjgVuAj4wxvYCP7H2AM4Be9msy8ARYfxLAHcBQYAhwh/NHoShKNW77uztY2uuLtni3h/95do3X2He4nMJDZd6E4dmZqvQVi1qVvjFmmzFmib19AFgBdATOBqbZ1aYBE+zts4EXjMV8IFdEOgBjgVnGmEJjTBEwCxgXzs4oSlMg0xUfJ8U10ncCp0Ht7pyD75nFoLtncdi26WepTV+xqZdNX0QKgIHAl0A7Y8w2+9B2wFny1xHY7Dpti10WqtxfxmQRWSQii3btCm/aOEVJBNw2/Qn/+IIpLy0BoLIeYfHL7cqbC4sBaJauSl+xqLPSF5EWwH+B64wx+93HjJXxISyZGowxTxtjBhtjBufn54fjkoqSUPi7V07/xhpbVbpG+jVR5cqU5aRe1IlcxaFOSl9E0rAU/n+MMW/axTtssw32+067fCvQ2XV6J7ssVLmiKC5CuVdW+A31q0KkQdx5INC3X/30FYe6eO8I8CywwhjzkOvQO4DjgTMJeNtVfontxTMM2GebgWYAY0SklT2BO8YuUxTFRUZq4G1ZWWWoMsZ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     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "crudeoil_data.close.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# cryptocurrencies\n",
    "btc_data=tv.get_hist('BTC','CME',Interval.in_1_minute,n_bars=5000,fut_contract=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "btc_usd_data=tv.get_hist('BTCUSD','BINANCE',Interval.in_1_hour,n_bars=5000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='datetime'>"
      ]
     },
     "metadata": {},
     "execution_count": 12
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
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183.049529 \r\nL 121.920791 183.340481 \r\nL 121.981664 183.304283 \r\nL 122.042536 183.324821 \r\nL 122.164282 183.050748 \r\nL 122.407773 183.52627 \r\nL 122.651264 182.240722 \r\nL 122.712136 182.521654 \r\nL 122.773009 182.019727 \r\nL 122.833882 182.217137 \r\nL 122.894755 182.254516 \r\nL 122.955627 182.447963 \r\nL 123.0165 182.28435 \r\nL 123.199118 182.731981 \r\nL 123.259991 182.540553 \r\nL 123.442609 182.257259 \r\nL 123.564355 182.699746 \r\nL 123.625227 182.624912 \r\nL 123.807845 182.876885 \r\nL 123.990464 182.469339 \r\nL 124.051336 182.603765 \r\nL 124.112209 182.824456 \r\nL 124.173082 182.686676 \r\nL 124.233955 182.766121 \r\nL 124.416573 182.460423 \r\nL 124.660064 182.478826 \r\nL 124.842682 182.485037 \r\nL 124.903555 182.861128 \r\nL 124.964427 182.606287 \r\nL 125.0253 182.467952 \r\nL 125.268791 182.829635 \r\nL 125.390536 182.73534 \r\nL 125.451409 182.713105 \r\nL 125.512282 183.580677 \r\nL 125.573155 183.172938 \r\nL 125.755773 184.083052 \r\nL 125.816645 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180.278023 \r\nL 130.138609 178.931027 \r\nL 130.199482 179.091041 \r\nL 130.3821 178.091871 \r\nL 130.442973 178.518877 \r\nL 130.503845 178.854379 \r\nL 130.747336 176.809055 \r\nL 130.808209 176.789328 \r\nL 130.869082 176.043689 \r\nL 130.929955 176.436253 \r\nL 130.990827 176.652206 \r\nL 131.0517 177.367802 \r\nL 131.112573 177.150673 \r\nL 131.295191 176.128913 \r\nL 131.416936 177.382096 \r\nL 131.477809 176.766636 \r\nL 131.538682 177.003229 \r\nL 131.599555 177.134661 \r\nL 131.660427 176.385236 \r\nL 131.782173 177.156815 \r\nL 131.843045 176.902915 \r\nL 131.903918 177.138987 \r\nL 131.964791 177.080696 \r\nL 132.025664 177.138651 \r\nL 132.086536 177.059164 \r\nL 132.208282 176.662898 \r\nL 132.330027 176.721432 \r\nL 132.3909 176.61559 \r\nL 132.573518 177.140528 \r\nL 132.634391 176.91187 \r\nL 132.695264 176.947604 \r\nL 132.877882 177.259887 \r\nL 132.938755 177.09054 \r\nL 132.999627 177.117534 \r\nL 133.0605 177.212112 \r\nL 133.121373 177.153423 \r\nL 133.243118 177.866469 \r\nL 133.303991 177.758685 \r\nL 133.364864 178.103517 \r\nL 133.486609 180.135375 \r\nL 133.547482 179.173474 \r\nL 133.608355 179.362825 \r\nL 133.7301 179.390402 \r\nL 133.851845 178.672462 \r\nL 133.912718 178.752242 \r\nL 133.973591 178.922482 \r\nL 134.034464 178.893119 \r\nL 134.095336 178.653119 \r\nL 134.156209 178.827205 \r\nL 134.217082 179.082858 \r\nL 134.277955 179.005408 \r\nL 134.338827 178.870241 \r\nL 134.521445 177.644803 \r\nL 134.582318 177.876024 \r\nL 134.825809 176.70978 \r\nL 134.886682 176.872058 \r\nL 134.947555 177.775697 \r\nL 135.008427 177.641462 \r\nL 135.0693 177.751266 \r\nL 135.130173 177.177701 \r\nL 135.191045 177.26572 \r\nL 135.251918 177.106674 \r\nL 135.312791 177.186574 \r\nL 135.495409 177.656856 \r\nL 135.556282 177.311519 \r\nL 135.678027 177.828462 \r\nL 135.921518 176.011793 \r\nL 135.982391 176.693832 \r\nL 136.165009 178.43141 \r\nL 136.4085 177.363609 \r\nL 136.530245 177.492809 \r\nL 136.591118 177.864116 \r\nL 136.651991 177.590269 \r\nL 136.712864 177.692105 \r\nL 136.773736 177.362352 \r\nL 136.834609 177.50012 \r\nL 136.895482 177.515575 \r\nL 136.956355 177.391496 \r\nL 137.017227 177.466789 \r\nL 137.0781 177.679271 \r\nL 137.138973 177.635892 \r\nL 137.260718 177.250923 \r\nL 137.443336 177.530066 \r\nL 137.504209 177.381686 \r\nL 137.625955 177.902803 \r\nL 137.7477 177.509867 \r\nL 137.808573 177.594095 \r\nL 137.930318 177.615451 \r\nL 137.991191 177.278525 \r\nL 138.052064 177.318353 \r\nL 138.112936 177.508818 \r\nL 138.234682 177.049914 \r\nL 138.4173 177.318413 \r\nL 138.660791 177.220481 \r\nL 138.721664 177.074582 \r\nL 138.904282 176.45052 \r\nL 138.965155 176.690705 \r\nL 139.208645 175.655655 \r\nL 139.391264 176.115011 \r\nL 139.452136 175.820913 \r\nL 139.513009 175.944104 \r\nL 139.634755 176.473887 \r\nL 139.695627 176.315271 \r\nL 139.817373 176.387806 \r\nL 139.999991 175.889803 \r\nL 140.182609 175.070214 \r\nL 140.243482 176.137057 \r\nL 140.304355 175.880126 \r\nL 140.547845 174.826979 \r\nL 140.608718 174.76899 \r\nL 140.669591 175.284423 \r\nL 140.852209 174.712772 \r\nL 140.913082 174.721547 \r\nL 141.156573 173.815071 \r\nL 141.217445 173.927387 \r\nL 141.278318 173.793234 \r\nL 141.339191 173.882506 \r\nL 141.400064 174.395362 \r\nL 141.460936 174.097083 \r\nL 141.582682 174.286571 \r\nL 141.643555 174.065985 \r\nL 141.704427 174.471909 \r\nL 141.7653 174.442387 \r\nL 141.826173 174.335093 \r\nL 141.887045 174.41295 \r\nL 141.947918 174.476511 \r\nL 142.008791 174.833407 \r\nL 142.069664 174.575068 \r\nL 142.252282 174.246163 \r\nL 142.313155 174.499668 \r\nL 142.495773 174.132547 \r\nL 142.800136 174.732186 \r\nL 142.861009 174.574745 \r\nL 142.921882 174.573738 \r\nL 143.1045 175.851971 \r\nL 143.165373 175.657628 \r\nL 143.226245 175.372755 \r\nL 143.287118 175.456393 \r\nL 143.347991 175.404041 \r\nL 143.408864 175.121724 \r\nL 143.469736 175.309716 \r\nL 143.530609 175.632072 \r\nL 143.591482 175.51401 \r\nL 143.713227 175.548743 \r\nL 143.895845 175.105228 \r\nL 143.956718 174.957545 \r\nL 144.017591 175.038628 \r\nL 144.200209 175.39076 \r\nL 144.261082 175.39742 \r\nL 144.504573 174.77962 \r\nL 144.687191 175.283153 \r\nL 144.748064 175.197966 \r\nL 144.869809 174.989064 \r\nL 144.991555 175.142014 \r\nL 145.174173 175.610659 \r\nL 145.295918 175.655072 \r\nL 145.478536 175.315293 \r\nL 145.600282 175.386504 \r\nL 145.904645 174.361068 \r\nL 146.026391 174.398958 \r\nL 146.087264 173.949635 \r\nL 146.148136 174.348972 \r\nL 146.209009 174.153541 \r\nL 146.269882 174.09798 \r\nL 146.695991 172.538089 \r\nL 146.756864 172.937739 \r\nL 146.817736 172.854907 \r\nL 146.878609 172.861481 \r\nL 146.939482 172.58404 \r\nL 147.1221 173.349581 \r\nL 147.182973 173.049063 \r\nL 147.243845 173.232151 \r\nL 147.304718 173.200881 \r\nL 147.365591 172.780592 \r\nL 147.426464 172.878928 \r\nL 147.487336 173.018276 \r\nL 147.913445 170.050493 \r\nL 147.974318 169.343904 \r\nL 148.035191 169.886697 \r\nL 148.156936 169.668122 \r\nL 148.278682 169.994083 \r\nL 148.4613 169.666023 \r\nL 148.522173 169.820812 \r\nL 148.643918 167.703325 \r\nL 148.704791 170.002329 \r\nL 148.765664 169.474159 \r\nL 148.887409 167.935147 \r\nL 148.948282 168.251809 \r\nL 149.009155 167.836005 \r\nL 149.070027 167.86324 \r\nL 149.252645 169.601338 \r\nL 149.313518 168.960619 \r\nL 149.374391 169.224472 \r\nL 149.435264 168.983066 \r\nL 149.617882 169.802928 \r\nL 149.739627 169.317324 \r\nL 149.861373 169.469567 \r\nL 149.983118 169.000382 \r\nL 150.043991 169.016536 \r\nL 150.287482 169.802288 \r\nL 150.409227 170.511499 \r\nL 150.713591 168.344833 \r\nL 150.957082 168.841173 \r\nL 151.078827 168.577354 \r\nL 151.322318 169.375835 \r\nL 151.444064 168.876747 \r\nL 151.504936 168.907072 \r\nL 151.565809 168.188611 \r\nL 151.626682 168.32658 \r\nL 151.8093 167.670032 \r\nL 151.870173 168.137669 \r\nL 151.931045 167.902242 \r\nL 151.991918 167.789716 \r\nL 152.052791 167.881728 \r\nL 152.113664 167.833948 \r\nL 152.235409 166.483978 \r\nL 152.357155 166.408717 \r\nL 152.418027 166.713132 \r\nL 152.4789 166.600667 \r\nL 152.539773 166.575395 \r\nL 152.600645 166.73761 \r\nL 152.661518 166.67792 \r\nL 152.722391 166.577622 \r\nL 152.783264 165.949424 \r\nL 152.844136 166.019935 \r\nL 153.026755 166.77942 \r\nL 153.270245 166.155061 \r\nL 153.452864 166.893409 \r\nL 153.696355 166.095759 \r\nL 154.122464 166.785742 \r\nL 154.183336 166.618153 \r\nL 154.305082 167.323417 \r\nL 154.365955 166.879912 \r\nL 154.426827 166.920636 \r\nL 154.4877 166.816421 \r\nL 154.609445 167.201671 \r\nL 154.670318 167.108471 \r\nL 154.913809 169.386617 \r\nL 155.035555 168.000213 \r\nL 155.096427 168.049314 \r\nL 155.400791 166.83655 \r\nL 155.522536 166.820881 \r\nL 155.583409 166.656981 \r\nL 155.705155 168.329153 \r\nL 155.766027 168.007668 \r\nL 155.8269 168.000673 \r\nL 155.948645 167.299098 \r\nL 156.009518 167.345118 \r\nL 156.313882 166.226598 \r\nL 156.374755 166.788616 \r\nL 156.435627 166.652323 \r\nL 156.557373 166.925488 \r\nL 156.618245 167.69502 \r\nL 156.679118 167.406368 \r\nL 156.800864 167.466232 \r\nL 156.861736 167.230674 \r\nL 156.922609 167.406258 \r\nL 157.044355 167.272265 \r\nL 157.1661 167.518166 \r\nL 157.226973 167.123482 \r\nL 157.287845 167.501009 \r\nL 157.348718 167.491008 \r\nL 157.409591 167.191309 \r\nL 157.470464 167.486748 \r\nL 157.531336 167.292101 \r\nL 157.592209 167.361044 \r\nL 157.896573 164.762998 \r\nL 157.957445 164.637771 \r\nL 158.018318 164.029771 \r\nL 158.079191 164.105541 \r\nL 158.200936 164.717639 \r\nL 158.261809 164.533566 \r\nL 158.444427 165.567495 \r\nL 158.627045 164.803724 \r\nL 158.809664 165.923682 \r\nL 158.870536 166.340695 \r\nL 159.114027 164.807555 \r\nL 159.357518 164.217742 \r\nL 159.601009 165.307733 \r\nL 159.661882 165.064788 \r\nL 159.722755 165.090246 \r\nL 160.027118 166.210117 \r\nL 160.087991 165.764112 \r\nL 160.148864 165.975626 \r\nL 160.331482 169.387834 \r\nL 160.453227 168.734438 \r\nL 160.574973 172.792783 \r\nL 160.635845 171.678471 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169.43274 \r\nL 164.5317 169.944064 \r\nL 164.653445 168.98838 \r\nL 164.836064 169.437241 \r\nL 164.896936 169.147393 \r\nL 164.957809 168.0597 \r\nL 165.018682 168.205602 \r\nL 165.079555 167.885932 \r\nL 165.2013 168.463006 \r\nL 165.383918 168.186073 \r\nL 165.505664 168.336398 \r\nL 165.566536 168.241217 \r\nL 165.627409 168.443672 \r\nL 165.749155 167.798461 \r\nL 165.810027 168.154058 \r\nL 165.8709 167.996835 \r\nL 166.053518 166.965293 \r\nL 166.114391 166.674794 \r\nL 166.175264 166.899468 \r\nL 166.297009 166.911384 \r\nL 166.357882 166.51128 \r\nL 166.418755 167.057568 \r\nL 166.479627 167.017062 \r\nL 166.601373 166.580561 \r\nL 166.783991 164.165534 \r\nL 166.844864 164.663377 \r\nL 166.905736 164.883214 \r\nL 166.966609 164.203078 \r\nL 167.027482 164.892928 \r\nL 167.088355 164.64772 \r\nL 167.331845 163.492922 \r\nL 167.392718 163.853485 \r\nL 167.453591 163.687977 \r\nL 167.514464 163.445657 \r\nL 167.636209 164.339529 \r\nL 167.697082 163.934525 \r\nL 167.757955 164.369343 \r\nL 168.001445 162.899313 \r\nL 168.062318 163.871973 \r\nL 168.123191 166.718462 \r\nL 168.184064 165.952408 \r\nL 168.244936 164.344395 \r\nL 168.305809 164.411826 \r\nL 168.488427 166.226035 \r\nL 168.5493 165.066545 \r\nL 168.610173 165.19336 \r\nL 168.671045 165.165 \r\nL 168.792791 166.044957 \r\nL 168.853664 165.848364 \r\nL 168.914536 165.772838 \r\nL 169.097155 166.815577 \r\nL 169.2189 165.57534 \r\nL 169.340645 164.67983 \r\nL 169.401518 165.268058 \r\nL 169.462391 164.989812 \r\nL 169.523264 164.88231 \r\nL 169.584136 165.485689 \r\nL 169.645009 164.919657 \r\nL 169.827627 165.78726 \r\nL 170.010245 165.000675 \r\nL 170.071118 165.047758 \r\nL 170.253736 164.81777 \r\nL 170.314609 164.869678 \r\nL 170.375482 165.32251 \r\nL 170.436355 165.260786 \r\nL 170.497227 165.108611 \r\nL 170.5581 165.255238 \r\nL 170.618973 165.598022 \r\nL 170.679845 165.447841 \r\nL 170.801591 164.115727 \r\nL 170.862464 164.183231 \r\nL 170.923336 164.179544 \r\nL 170.984209 164.039906 \r\nL 171.105955 164.366646 \r\nL 171.2277 163.65407 \r\nL 171.288573 164.126066 \r\nL 171.349445 164.325583 \r\nL 171.471191 163.969773 \r\nL 171.532064 164.096093 \r\nL 171.653809 163.853455 \r\nL 171.958173 164.766868 \r\nL 172.140791 164.271257 \r\nL 172.201664 164.352216 \r\nL 172.262536 164.03796 \r\nL 172.323409 164.120796 \r\nL 172.445155 165.939024 \r\nL 172.5669 165.269895 \r\nL 172.627773 165.177717 \r\nL 172.688645 165.474606 \r\nL 172.749518 165.40991 \r\nL 172.810391 165.419498 \r\nL 172.871264 165.147103 \r\nL 172.932136 165.208289 \r\nL 173.053882 165.949228 \r\nL 173.175627 166.49876 \r\nL 173.2365 166.101977 \r\nL 173.297373 166.469019 \r\nL 173.479991 165.721175 \r\nL 173.601736 165.422418 \r\nL 173.662609 165.595629 \r\nL 173.723482 164.820581 \r\nL 173.784355 164.93205 \r\nL 173.845227 164.92975 \r\nL 174.027845 165.358812 \r\nL 174.149591 164.984711 \r\nL 174.210464 165.04911 \r\nL 174.393082 164.961196 \r\nL 174.514827 165.29588 \r\nL 174.5757 165.250119 \r\nL 174.697445 164.508778 \r\nL 174.758318 164.536417 \r\nL 175.001809 164.86313 \r\nL 175.062682 164.768515 \r\nL 175.123555 164.630398 \r\nL 175.184427 165.296277 \r\nL 175.2453 165.183579 \r\nL 175.306173 165.193611 \r\nL 175.367045 165.060967 \r\nL 175.488791 165.478568 \r\nL 175.610536 164.943312 \r\nL 175.793155 165.041417 \r\nL 175.975773 164.629208 \r\nL 176.036645 164.867753 \r\nL 176.097518 164.338715 \r\nL 176.158391 164.429132 \r\nL 176.219264 164.463615 \r\nL 176.280136 164.752491 \r\nL 176.341009 164.52836 \r\nL 176.401882 164.512774 \r\nL 176.462755 164.675027 \r\nL 176.5845 164.240813 \r\nL 176.767118 164.681649 \r\nL 176.827991 164.956765 \r\nL 176.888864 164.553195 \r\nL 176.949736 164.687973 \r\nL 177.132355 164.682388 \r\nL 177.193227 164.773042 \r\nL 177.2541 165.535348 \r\nL 177.314973 165.460747 \r\nL 177.558464 164.87868 \r\nL 177.619336 164.645144 \r\nL 177.680209 164.710143 \r\nL 177.801955 164.84919 \r\nL 177.862827 164.753236 \r\nL 177.9237 164.431836 \r\nL 178.167191 166.039998 \r\nL 178.228064 165.959297 \r\nL 178.349809 166.205597 \r\nL 178.410682 165.575624 \r\nL 178.471555 165.72595 \r\nL 178.5933 165.865271 \r\nL 178.654173 165.577342 \r\nL 178.836791 166.210746 \r\nL 178.897664 166.138562 \r\nL 179.080282 168.09372 \r\nL 179.2629 167.735141 \r\nL 179.323773 168.123305 \r\nL 179.384645 168.019096 \r\nL 179.445518 167.975932 \r\nL 179.506391 168.925996 \r\nL 179.567264 168.805763 \r\nL 179.871627 167.001226 \r\nL 179.9325 167.113248 \r\nL 180.175991 168.002951 \r\nL 180.297736 167.558561 \r\nL 180.419482 166.812873 \r\nL 180.480355 166.85935 \r\nL 180.662973 167.393253 \r\nL 180.784718 167.287146 \r\nL 180.906464 167.655414 \r\nL 180.967336 167.560367 \r\nL 181.028209 167.219972 \r\nL 181.149955 168.185603 \r\nL 181.210827 168.035039 \r\nL 181.332573 167.958532 \r\nL 181.393445 168.413586 \r\nL 181.454318 168.239564 \r\nL 181.636936 167.760094 \r\nL 181.697809 167.345772 \r\nL 181.758682 167.441094 \r\nL 181.9413 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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "btc_usd_data.close.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "etheur_data=tv.get_hist('ETHEUR','BINANCE',Interval.in_1_minute,5000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='datetime'>"
      ]
     },
     "metadata": {},
     "execution_count": 14
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
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194.876356 \r\nL 69.520134 195.4046 \r\nL 69.654081 193.143458 \r\nL 69.721054 194.303018 \r\nL 69.921974 191.938805 \r\nL 69.988948 191.809965 \r\nL 70.256841 194.34167 \r\nL 70.457762 190.360515 \r\nL 70.524735 191.243069 \r\nL 70.591708 190.212349 \r\nL 70.658682 190.476471 \r\nL 70.993549 192.782706 \r\nL 71.060522 192.66675 \r\nL 71.194469 190.888759 \r\nL 71.261442 191.597379 \r\nL 71.328416 191.127113 \r\nL 71.395389 191.069135 \r\nL 71.462362 191.565169 \r\nL 71.529336 190.585985 \r\nL 71.663283 192.60233 \r\nL 71.730256 191.069135 \r\nL 71.797229 191.255953 \r\nL 71.864203 191.520075 \r\nL 72.065123 189.587475 \r\nL 72.132096 190.360515 \r\nL 72.19907 190.315421 \r\nL 72.333017 190.412051 \r\nL 72.39999 190.141487 \r\nL 72.533937 187.699969 \r\nL 72.60091 188.073605 \r\nL 72.80183 190.360515 \r\nL 72.868804 189.838713 \r\nL 73.069724 190.540891 \r\nL 73.136697 190.031973 \r\nL 73.404591 192.40907 \r\nL 73.739458 189.677663 \r\nL 73.806431 190.785687 \r\nL 73.873405 190.167255 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103.073805 191.539401 \r\nL 103.140778 192.782706 \r\nL 103.207752 192.099855 \r\nL 103.341698 193.156342 \r\nL 103.475645 192.138507 \r\nL 103.676565 193.95515 \r\nL 103.743539 192.79559 \r\nL 103.810512 192.950198 \r\nL 103.877485 193.620166 \r\nL 103.944459 193.594398 \r\nL 104.011432 192.711844 \r\nL 104.078406 192.8278 \r\nL 104.279326 193.671702 \r\nL 104.413273 192.692518 \r\nL 104.480246 193.362486 \r\nL 104.547219 192.802032 \r\nL 104.614193 193.723238 \r\nL 104.681166 193.56863 \r\nL 104.74814 193.401138 \r\nL 104.815113 193.845636 \r\nL 105.016033 196.30648 \r\nL 105.216953 198.483875 \r\nL 105.3509 196.62858 \r\nL 105.484847 197.652857 \r\nL 105.618794 196.428878 \r\nL 105.685767 196.718768 \r\nL 105.752741 196.43532 \r\nL 105.819714 196.776746 \r\nL 105.953661 196.30648 \r\nL 106.020634 194.657328 \r\nL 106.087608 194.869914 \r\nL 106.221554 195.481904 \r\nL 106.288528 194.766842 \r\nL 106.355501 194.902124 \r\nL 106.422474 195.069616 \r\nL 106.556421 193.66526 \r\nL 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110.373905 195.881308 \r\nL 110.507852 194.53493 \r\nL 110.641798 195.797562 \r\nL 110.708772 195.713816 \r\nL 110.775745 195.494788 \r\nL 110.842719 196.100336 \r\nL 111.043639 194.702422 \r\nL 111.110612 194.573582 \r\nL 111.244559 193.864962 \r\nL 111.311532 194.34167 \r\nL 111.378506 193.420464 \r\nL 111.445479 193.549304 \r\nL 111.579426 194.032454 \r\nL 111.646399 193.388254 \r\nL 111.713373 193.749006 \r\nL 111.847319 194.927892 \r\nL 111.914293 193.839194 \r\nL 112.04824 196.100336 \r\nL 112.316133 195.192014 \r\nL 112.383107 196.0488 \r\nL 112.517053 195.005196 \r\nL 112.584027 195.140478 \r\nL 112.784947 194.360996 \r\nL 113.119814 196.010148 \r\nL 113.253761 197.098845 \r\nL 113.320734 197.021541 \r\nL 113.521654 197.768813 \r\nL 113.588628 197.401619 \r\nL 113.655601 197.594879 \r\nL 113.789548 198.129565 \r\nL 113.856521 198.870395 \r\nL 113.923495 198.690019 \r\nL 114.057441 197.324315 \r\nL 114.124415 197.871885 \r\nL 114.191388 197.504691 \r\nL 114.258362 197.974957 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190.920969 \r\nL 119.281366 191.049809 \r\nL 119.616233 189.548823 \r\nL 119.817153 190.482913 \r\nL 119.884127 189.323353 \r\nL 119.9511 189.542381 \r\nL 120.018074 189.664779 \r\nL 120.085047 189.613243 \r\nL 120.15202 189.297585 \r\nL 120.419914 191.404119 \r\nL 120.486887 190.772803 \r\nL 120.553861 191.365467 \r\nL 120.620834 191.313931 \r\nL 120.687808 190.966063 \r\nL 120.888728 193.34316 \r\nL 120.955701 192.608772 \r\nL 121.089648 195.192014 \r\nL 121.357542 192.679634 \r\nL 121.424515 192.750496 \r\nL 121.491488 192.628098 \r\nL 121.558462 193.188552 \r\nL 121.625435 192.789148 \r\nL 121.692408 193.111248 \r\nL 121.759382 192.905104 \r\nL 122.027275 190.753477 \r\nL 122.094249 190.366957 \r\nL 122.161222 191.004715 \r\nL 122.496089 189.342679 \r\nL 122.630036 190.386283 \r\nL 122.697009 189.754967 \r\nL 122.763983 189.806503 \r\nL 122.830956 189.606801 \r\nL 122.89793 189.735641 \r\nL 122.964903 188.737131 \r\nL 123.031876 189.278259 \r\nL 123.09885 189.278259 \r\nL 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181.251529 \r\nL 148.146899 181.341717 \r\nL 148.280846 182.591465 \r\nL 148.481766 180.897219 \r\nL 148.54874 182.018127 \r\nL 148.615713 181.380369 \r\nL 148.74966 178.578099 \r\nL 148.816633 180.761937 \r\nL 149.084527 171.691603 \r\nL 149.1515 173.501805 \r\nL 149.35242 166.145042 \r\nL 149.620314 171.994377 \r\nL 149.687287 171.652951 \r\nL 149.754261 169.140571 \r\nL 149.821234 169.707467 \r\nL 149.888208 169.095478 \r\nL 149.955181 167.034038 \r\nL 150.022154 168.277344 \r\nL 150.089128 168.193598 \r\nL 150.223075 159.213452 \r\nL 150.290048 161.809577 \r\nL 150.357021 161.242681 \r\nL 150.423995 159.915629 \r\nL 150.490968 160.063795 \r\nL 150.557942 160.985001 \r\nL 150.624915 157.873516 \r\nL 150.691888 158.768954 \r\nL 150.758862 158.408202 \r\nL 150.825835 159.709486 \r\nL 150.892809 158.343782 \r\nL 150.959782 159.406712 \r\nL 151.026755 162.434451 \r\nL 151.093729 160.933465 \r\nL 151.160702 160.173309 \r\nL 151.227676 160.469641 \r\nL 151.294649 160.650017 \r\nL 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154.911212 163.974089 \r\nL 155.246079 157.364598 \r\nL 155.313053 158.24071 \r\nL 155.580946 155.451324 \r\nL 155.64792 156.37253 \r\nL 155.714893 160.321475 \r\nL 155.781866 160.295707 \r\nL 155.982787 156.990962 \r\nL 156.04976 156.507812 \r\nL 156.116733 156.836354 \r\nL 156.183707 156.295226 \r\nL 156.384627 160.089563 \r\nL 156.4516 158.936446 \r\nL 156.518574 159.316524 \r\nL 156.585547 159.380944 \r\nL 156.652521 158.65944 \r\nL 156.786467 159.780348 \r\nL 156.853441 159.599972 \r\nL 156.920414 159.574204 \r\nL 157.054361 157.75756 \r\nL 157.121334 154.845777 \r\nL 157.188308 155.876496 \r\nL 157.255281 153.995433 \r\nL 157.322254 154.298207 \r\nL 157.389228 156.01822 \r\nL 157.456201 155.386904 \r\nL 157.523175 154.317533 \r\nL 157.657121 156.746166 \r\nL 157.724095 155.805634 \r\nL 157.791068 156.224364 \r\nL 157.925015 155.051921 \r\nL 157.991988 155.464208 \r\nL 158.058962 155.24518 \r\nL 158.125935 154.671843 \r\nL 158.661722 160.115331 \r\nL 158.929616 157.429018 \r\nL 158.996589 156.417624 \r\nL 159.063563 157.8864 \r\nL 159.130536 157.08115 \r\nL 159.264483 157.557858 \r\nL 159.331456 157.53209 \r\nL 159.39843 157.641604 \r\nL 159.532376 158.543484 \r\nL 159.666323 156.881448 \r\nL 159.733297 157.609394 \r\nL 159.80027 157.538532 \r\nL 160.00119 155.747656 \r\nL 160.068164 155.902264 \r\nL 160.269084 156.230806 \r\nL 160.470004 154.613865 \r\nL 160.536977 155.296716 \r\nL 160.603951 155.161435 \r\nL 160.670924 155.425556 \r\nL 160.871844 157.429018 \r\nL 160.938818 156.668862 \r\nL 161.005791 157.53209 \r\nL 161.072765 157.493438 \r\nL 161.139738 157.40325 \r\nL 161.340658 156.101966 \r\nL 161.608552 153.821499 \r\nL 161.675525 153.924571 \r\nL 161.742498 153.827941 \r\nL 161.809472 153.576703 \r\nL 161.943419 155.915148 \r\nL 162.077365 153.943897 \r\nL 162.144339 154.001875 \r\nL 162.211312 154.188693 \r\nL 162.479206 150.201096 \r\nL 162.546179 150.387914 \r\nL 162.613153 150.774433 \r\nL 162.680126 150.362146 \r\nL 162.814073 148.977116 \r\nL 162.881046 149.801692 \r\nL 162.94802 148.964232 \r\nL 163.014993 152.326955 \r\nL 163.081966 151.888899 \r\nL 163.215913 152.210999 \r\nL 163.282887 152.990481 \r\nL 163.34986 152.616845 \r\nL 163.416833 152.719917 \r\nL 163.952621 147.79823 \r\nL 164.019594 147.392384 \r\nL 164.220514 150.47166 \r\nL 164.287487 150.484544 \r\nL 164.354461 149.679294 \r\nL 164.421434 149.801692 \r\nL 164.488408 149.821018 \r\nL 164.555381 149.621316 \r\nL 164.622354 150.104466 \r\nL 164.890248 148.146098 \r\nL 164.957221 148.358684 \r\nL 165.024195 148.191192 \r\nL 165.091168 148.268496 \r\nL 165.225115 150.43945 \r\nL 165.359062 151.682755 \r\nL 165.426035 151.508821 \r\nL 165.493009 151.302677 \r\nL 165.559982 151.586125 \r\nL 165.626955 151.122301 \r\nL 165.693929 152.243209 \r\nL 165.827876 150.987019 \r\nL 166.028796 151.296235 \r\nL 166.162743 151.483053 \r\nL 166.296689 153.834383 \r\nL 166.363663 152.513773 \r\nL 166.430636 153.911687 \r\nL 166.49761 153.866593 \r\nL 166.69853 153.132205 \r\nL 166.765503 153.190183 \r\nL 166.832476 153.724869 \r\nL 166.89945 153.550935 \r\nL 167.10037 152.642613 \r\nL 167.167343 154.053411 \r\nL 167.234317 153.988991 \r\nL 167.368264 155.006827 \r\nL 167.636157 153.157973 \r\nL 167.904051 152.159463 \r\nL 167.971024 152.249651 \r\nL 168.037998 151.856689 \r\nL 168.104971 152.326955 \r\nL 168.238918 155.090573 \r\nL 168.305891 154.820009 \r\nL 168.372865 154.877987 \r\nL 168.439838 153.138647 \r\nL 168.506811 153.254603 \r\nL 168.573785 152.822989 \r\nL 168.707732 154.523677 \r\nL 168.841678 152.707033 \r\nL 168.975625 154.356185 \r\nL 169.176545 151.740733 \r\nL 169.310492 153.879477 \r\nL 169.377465 153.757079 \r\nL 169.511412 152.655497 \r\nL 169.578386 152.623287 \r\nL 169.645359 151.669871 \r\nL 169.846279 153.769963 \r\nL 169.913253 153.924571 \r\nL 169.980226 154.401279 \r\nL 170.047199 153.557377 \r\nL 170.114173 154.942407 \r\nL 170.181146 154.839335 \r\nL 170.516013 157.197106 \r\nL 170.582987 156.205038 \r\nL 170.64996 156.46916 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132.266571 \r\nL 179.624395 132.427621 \r\nL 179.691368 133.052495 \r\nL 179.825315 130.965288 \r\nL 180.093209 124.265609 \r\nL 180.294129 119.157104 \r\nL 180.428076 125.425169 \r\nL 180.628996 121.018842 \r\nL 180.829916 123.492569 \r\nL 180.896889 122.55848 \r\nL 181.030836 119.163546 \r\nL 181.231756 123.679387 \r\nL 181.29873 123.556989 \r\nL 181.432677 118.59665 \r\nL 181.49965 118.62886 \r\nL 181.566623 118.442042 \r\nL 181.633597 121.134798 \r\nL 181.70057 120.664532 \r\nL 181.767544 120.619438 \r\nL 181.834517 120.252244 \r\nL 182.035437 121.476224 \r\nL 182.10241 121.07682 \r\nL 182.169384 121.88207 \r\nL 182.370304 128.324068 \r\nL 182.504251 123.885531 \r\nL 182.571224 124.761643 \r\nL 182.638198 123.975719 \r\nL 182.705171 126.275513 \r\nL 182.772144 125.921203 \r\nL 182.839118 125.959855 \r\nL 182.973065 125.354307 \r\nL 183.107011 125.760153 \r\nL 183.240958 129.129318 \r\nL 183.307932 129.116434 \r\nL 183.441878 127.022785 \r\nL 183.508852 128.536654 \r\nL 183.575825 127.892454 \r\nL 183.642799 126.913271 \r\nL 183.776745 128.220996 \r\nL 183.910692 131.667466 \r\nL 184.111612 129.032688 \r\nL 184.178586 130.52079 \r\nL 184.245559 130.250226 \r\nL 184.446479 127.789382 \r\nL 184.513453 128.58819 \r\nL 184.580426 128.027736 \r\nL 184.781346 122.829044 \r\nL 184.84832 124.497521 \r\nL 184.915293 124.445985 \r\nL 185.116213 119.56295 \r\nL 185.25016 116.754239 \r\nL 185.317133 117.888031 \r\nL 185.384107 117.147201 \r\nL 185.45108 114.525307 \r\nL 185.518054 116.116481 \r\nL 185.585027 115.794381 \r\nL 185.652 118.003987 \r\nL 185.718974 116.238879 \r\nL 185.785947 119.382574 \r\nL 185.852921 118.107059 \r\nL 185.919894 116.148691 \r\nL 185.986867 118.62886 \r\nL 186.053841 117.076339 \r\nL 186.187788 115.233927 \r\nL 186.254761 115.762171 \r\nL 186.321734 115.375651 \r\nL 186.455681 118.72549 \r\nL 186.522655 118.30676 \r\nL 186.589628 118.835004 \r\nL 186.656601 117.050571 \r\nL 186.857522 119.524298 \r\nL 186.924495 119.311712 \r\nL 187.259362 115.916779 \r\nL 187.326335 116.142249 \r\nL 187.661202 112.289934 \r\nL 187.728176 113.120952 \r\nL 187.862122 111.974276 \r\nL 187.929096 113.127394 \r\nL 188.130016 105.313249 \r\nL 188.196989 106.034753 \r\nL 188.263963 104.598187 \r\nL 188.330936 108.688857 \r\nL 188.39791 108.663089 \r\nL 188.464883 108.276569 \r\nL 188.531856 108.656647 \r\nL 188.59883 107.097683 \r\nL 188.79975 111.89053 \r\nL 188.933697 110.325124 \r\nL 189.00067 110.003024 \r\nL 189.067644 107.451993 \r\nL 189.134617 108.263685 \r\nL 189.20159 107.490645 \r\nL 189.402511 110.499058 \r\nL 189.536457 110.003024 \r\nL 189.670404 107.529297 \r\nL 189.938298 112.644244 \r\nL 190.005271 112.650686 \r\nL 190.072244 113.217582 \r\nL 190.206191 111.703712 \r\nL 190.340138 111.864762 \r\nL 190.407111 115.897453 \r\nL 190.474085 115.826591 \r\nL 190.608032 112.547614 \r\nL 190.741978 116.264647 \r\nL 190.808952 116.174459 \r\nL 190.875925 115.807265 \r\nL 190.942899 118.512904 \r\nL 191.009872 117.875147 \r\nL 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123.531221 \r\nL 209.025715 120.973748 \r\nL 209.092689 121.469782 \r\nL 209.159662 120.935096 \r\nL 209.293609 122.287916 \r\nL 209.494529 120.052542 \r\nL 209.561502 120.426178 \r\nL 209.695449 118.422716 \r\nL 209.762422 120.052542 \r\nL 209.829396 119.021822 \r\nL 209.896369 119.066916 \r\nL 210.030316 117.050571 \r\nL 210.097289 117.456417 \r\nL 210.164263 117.385555 \r\nL 210.231236 116.728471 \r\nL 210.29821 116.844427 \r\nL 210.365183 116.522327 \r\nL 210.432156 114.879617 \r\nL 210.49913 115.285463 \r\nL 210.566103 115.336999 \r\nL 210.633077 115.858801 \r\nL 210.70005 115.491607 \r\nL 210.967944 118.525788 \r\nL 211.034917 118.042639 \r\nL 211.168864 118.996054 \r\nL 211.235837 117.340461 \r\nL 211.302811 118.377622 \r\nL 211.369784 118.454926 \r\nL 211.436757 117.784959 \r\nL 211.503731 118.24234 \r\nL 211.771624 115.626889 \r\nL 211.905571 114.589727 \r\nL 212.039518 114.654147 \r\nL 212.106491 117.475743 \r\nL 212.173465 117.127875 \r\nL 212.307411 114.911827 \r\nL 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229.519574 91.527372 \r\nL 229.787467 94.41983 \r\nL 229.854441 93.653232 \r\nL 229.921414 93.87226 \r\nL 229.988388 92.847982 \r\nL 230.122334 94.986726 \r\nL 230.189308 93.189408 \r\nL 230.256281 93.376226 \r\nL 230.323255 94.561554 \r\nL 230.524175 91.81082 \r\nL 230.591148 91.913892 \r\nL 230.658122 92.384158 \r\nL 230.992989 78.855961 \r\nL 231.059962 80.150803 \r\nL 231.126935 78.868845 \r\nL 231.193909 79.403531 \r\nL 231.260882 79.867355 \r\nL 231.662723 87.365841 \r\nL 231.729696 86.902017 \r\nL 231.930616 81.85149 \r\nL 232.064563 84.486268 \r\nL 232.19851 81.014031 \r\nL 232.265483 81.30392 \r\nL 232.332456 78.778657 \r\nL 232.466403 81.903026 \r\nL 232.60035 79.223155 \r\nL 232.80127 82.263778 \r\nL 232.868244 80.788561 \r\nL 232.935217 82.618088 \r\nL 233.136137 80.292527 \r\nL 233.471004 77.219693 \r\nL 233.537978 77.477373 \r\nL 233.738898 80.917401 \r\nL 233.805871 79.171619 \r\nL 233.872845 80.041289 \r\nL 233.939818 80.073499 \r\nL 234.073765 81.014031 \r\nL 234.274685 78.514535 \r\nL 234.408632 80.318295 \r\nL 234.475605 79.996195 \r\nL 234.743499 71.801973 \r\nL 234.810472 71.963023 \r\nL 235.011392 77.651307 \r\nL 235.078366 76.56261 \r\nL 235.145339 77.509583 \r\nL 235.212312 76.414444 \r\nL 235.279286 76.588378 \r\nL 235.681126 82.04475 \r\nL 235.7481 81.62602 \r\nL 235.815073 81.85149 \r\nL 235.882046 85.65227 \r\nL 235.94902 85.39459 \r\nL 236.082967 87.752361 \r\nL 236.216913 84.061096 \r\nL 236.35086 87.649289 \r\nL 236.417834 87.191907 \r\nL 236.55178 83.416896 \r\nL 236.618754 84.68597 \r\nL 236.685727 83.449106 \r\nL 236.819674 84.885672 \r\nL 236.886647 84.26724 \r\nL 236.953621 85.027396 \r\nL 237.154541 70.114169 \r\nL 237.221514 68.188011 \r\nL 237.288488 68.555205 \r\nL 237.422434 76.027924 \r\nL 237.489408 76.188974 \r\nL 237.556381 77.883219 \r\nL 237.757301 73.554196 \r\nL 237.891248 75.106718 \r\nL 237.958222 74.771734 \r\nL 238.025195 75.100276 \r\nL 238.293089 68.896631 \r\nL 238.427035 73.296516 \r\nL 238.494009 72.903554 \r\nL 238.560982 73.109698 \r\nL 238.627956 73.708804 \r\nL 238.694929 73.24498 \r\nL 238.828876 71.634481 \r\nL 238.895849 73.348052 \r\nL 238.962823 73.3094 \r\nL 239.029796 72.317332 \r\nL 239.096769 72.60078 \r\nL 239.230716 74.282142 \r\nL 239.632557 71.582945 \r\nL 239.766503 72.845576 \r\nL 239.90045 71.737553 \r\nL 239.967423 69.862931 \r\nL 240.034397 71.273729 \r\nL 240.10137 68.742023 \r\nL 240.168344 69.347571 \r\nL 240.235317 69.734091 \r\nL 240.30229 68.993261 \r\nL 240.369264 70.462037 \r\nL 240.436237 70.185031 \r\nL 240.570184 70.384733 \r\nL 240.637157 70.294545 \r\nL 240.771104 73.966484 \r\nL 240.838078 72.549244 \r\nL 240.905051 76.343582 \r\nL 240.972024 74.95211 \r\nL 241.239918 70.739043 \r\nL 241.373865 71.460547 \r\nL 241.440838 71.183541 \r\nL 241.708732 72.169166 \r\nL 241.842679 70.365407 \r\nL 241.909652 70.597319 \r\nL 242.110572 71.177099 \r\nL 242.177546 68.709813 \r\nL 242.244519 69.218731 \r\nL 242.378466 68.851537 \r\nL 242.445439 69.502179 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246.79871 74.707314 \r\nL 246.932657 76.517516 \r\nL 246.99963 76.362908 \r\nL 247.066603 77.090853 \r\nL 247.133577 76.362908 \r\nL 247.20055 77.586887 \r\nL 247.267524 76.188974 \r\nL 247.468444 81.941678 \r\nL 247.60239 94.6453 \r\nL 247.669364 88.808849 \r\nL 247.736337 92.042732 \r\nL 247.870284 86.322237 \r\nL 247.937257 85.65227 \r\nL 248.071204 87.526891 \r\nL 248.205151 91.77861 \r\nL 248.272124 88.299931 \r\nL 248.339098 89.208253 \r\nL 248.673965 81.896584 \r\nL 248.740938 84.003118 \r\nL 248.807912 83.990234 \r\nL 248.874885 82.901536 \r\nL 248.941858 83.159216 \r\nL 249.008832 83.358918 \r\nL 249.075805 83.242962 \r\nL 249.544619 102.697798 \r\nL 249.611592 101.15816 \r\nL 249.678566 96.552131 \r\nL 249.745539 98.362333 \r\nL 249.879486 102.581842 \r\nL 249.946459 101.19037 \r\nL 250.080406 109.5392 \r\nL 250.281326 101.087298 \r\nL 250.415273 99.238445 \r\nL 250.54922 105.126431 \r\nL 250.75014 101.654194 \r\nL 250.817113 101.654194 \r\nL 251.085007 94.348968 \r\nL 251.285927 97.177005 \r\nL 251.352901 95.353919 \r\nL 251.419874 97.363823 \r\nL 251.486847 96.790485 \r\nL 251.620794 93.80784 \r\nL 251.687768 96.268683 \r\nL 251.888688 92.84154 \r\nL 252.089608 93.77563 \r\nL 252.156581 93.408436 \r\nL 252.223555 94.503576 \r\nL 252.357502 92.577418 \r\nL 252.424475 97.093259 \r\nL 252.491448 95.392571 \r\nL 252.625395 94.464924 \r\nL 252.893289 89.955525 \r\nL 252.960262 89.453049 \r\nL 253.027235 87.546217 \r\nL 253.094209 88.396561 \r\nL 253.161182 87.346515 \r\nL 253.228156 87.713709 \r\nL 253.429076 86.341563 \r\nL 253.496049 87.971389 \r\nL 253.563023 87.675057 \r\nL 253.629996 87.488239 \r\nL 253.696969 86.586359 \r\nL 253.89789 88.957015 \r\nL 253.964863 88.390119 \r\nL 254.165783 91.179504 \r\nL 254.232757 89.130949 \r\nL 254.29973 89.697845 \r\nL 254.366703 90.631934 \r\nL 254.433677 90.026387 \r\nL 254.50065 89.246905 \r\nL 254.567624 90.664144 \r\nL 254.768544 87.552659 \r\nL 254.835517 87.952063 \r\nL 255.036437 86.695873 \r\nL 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339.355941 26.430976 \r\nL 339.422915 25.587075 \r\nL 339.489888 25.322953 \r\nL 339.556861 27.158922 \r\nL 339.623835 26.166854 \r\nL 339.757782 27.63563 \r\nL 339.824755 26.817496 \r\nL 339.891728 28.060802 \r\nL 339.958702 27.049408 \r\nL 340.025675 27.255552 \r\nL 340.092649 27.448812 \r\nL 340.159622 26.199064 \r\nL 340.226595 26.28281 \r\nL 340.293569 26.521164 \r\nL 340.360542 25.844754 \r\nL 340.427516 25.909174 \r\nL 340.494489 26.018688 \r\nL 340.628436 24.169835 \r\nL 340.762382 26.5727 \r\nL 340.896329 22.572219 \r\nL 341.097249 25.696589 \r\nL 341.432116 18.043494 \r\nL 341.566063 21.013256 \r\nL 341.633037 19.86658 \r\nL 341.766983 25.606401 \r\nL 341.967904 33.227285 \r\nL 342.168824 29.916098 \r\nL 342.436717 37.749568 \r\nL 342.637638 31.114309 \r\nL 342.704611 32.763461 \r\nL 342.771584 32.705483 \r\nL 342.838558 30.805093 \r\nL 342.905531 31.810045 \r\nL 342.972505 31.565249 \r\nL 343.307371 38.387326 \r\nL 343.374345 41.582557 \r\nL 343.441318 39.875427 \r\nL 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     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "etheur_data.close.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# plotting candlesticks chart\n",
    "\n",
    "import mplfinance as mpf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
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\n"
     },
     "metadata": {}
    }
   ],
   "source": [
    "mpf.plot(etheur_data.head(100),type='candle',style='yahoo',volume=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "etheur_data.to_csv('etheur.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ]
}