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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import yfinance as yf"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"YF.download() has changed argument auto_adjust default to True\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[*********************100%***********************] 1 of 1 completed\n"
]
}
],
"source": [
"ticker = \"META\"\n",
"start_date = \"2010-01-01\"\n",
"end_date = \"2020-01-10\"\n",
"\n",
"data = yf.download(ticker, start=start_date, end=end_date) # [\"Close\"][ticker]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"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 tr th {\n",
" text-align: left;\n",
" }\n",
"\n",
" .dataframe thead tr:last-of-type th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr>\n",
" <th>Price</th>\n",
" <th>Close</th>\n",
" <th>High</th>\n",
" <th>Low</th>\n",
" <th>Open</th>\n",
" <th>Volume</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Ticker</th>\n",
" <th>META</th>\n",
" <th>META</th>\n",
" <th>META</th>\n",
" <th>META</th>\n",
" <th>META</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</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>2012-05-18</th>\n",
" <td>38.050663</td>\n",
" <td>44.788905</td>\n",
" <td>37.821742</td>\n",
" <td>41.852743</td>\n",
" <td>573576400</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2012-05-21</th>\n",
" <td>33.870365</td>\n",
" <td>36.488029</td>\n",
" <td>32.845198</td>\n",
" <td>36.358638</td>\n",
" <td>168192700</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2012-05-22</th>\n",
" <td>30.854582</td>\n",
" <td>33.432433</td>\n",
" <td>30.794864</td>\n",
" <td>32.457030</td>\n",
" <td>101786600</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2012-05-23</th>\n",
" <td>31.849892</td>\n",
" <td>32.347546</td>\n",
" <td>31.212894</td>\n",
" <td>31.222848</td>\n",
" <td>73600000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2012-05-24</th>\n",
" <td>32.875057</td>\n",
" <td>33.054213</td>\n",
" <td>31.620969</td>\n",
" <td>32.795434</td>\n",
" <td>50237200</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-01-03</th>\n",
" <td>207.691132</td>\n",
" <td>209.413012</td>\n",
" <td>205.979199</td>\n",
" <td>206.237989</td>\n",
" <td>11188400</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-01-06</th>\n",
" <td>211.602707</td>\n",
" <td>211.781855</td>\n",
" <td>205.551226</td>\n",
" <td>205.730374</td>\n",
" <td>17058900</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-01-07</th>\n",
" <td>212.060547</td>\n",
" <td>213.573421</td>\n",
" <td>210.756694</td>\n",
" <td>211.821682</td>\n",
" <td>14912400</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-01-08</th>\n",
" <td>214.210419</td>\n",
" <td>215.225638</td>\n",
" <td>211.612661</td>\n",
" <td>212.000831</td>\n",
" <td>13475000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-01-09</th>\n",
" <td>217.275986</td>\n",
" <td>217.355612</td>\n",
" <td>215.265457</td>\n",
" <td>216.519541</td>\n",
" <td>12642800</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1923 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
"Price Close High Low Open Volume\n",
"Ticker META META META META META\n",
"Date \n",
"2012-05-18 38.050663 44.788905 37.821742 41.852743 573576400\n",
"2012-05-21 33.870365 36.488029 32.845198 36.358638 168192700\n",
"2012-05-22 30.854582 33.432433 30.794864 32.457030 101786600\n",
"2012-05-23 31.849892 32.347546 31.212894 31.222848 73600000\n",
"2012-05-24 32.875057 33.054213 31.620969 32.795434 50237200\n",
"... ... ... ... ... ...\n",
"2020-01-03 207.691132 209.413012 205.979199 206.237989 11188400\n",
"2020-01-06 211.602707 211.781855 205.551226 205.730374 17058900\n",
"2020-01-07 212.060547 213.573421 210.756694 211.821682 14912400\n",
"2020-01-08 214.210419 215.225638 211.612661 212.000831 13475000\n",
"2020-01-09 217.275986 217.355612 215.265457 216.519541 12642800\n",
"\n",
"[1923 rows x 5 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "return-on-investment",
"language": "python",
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