07-Analysis-Condition-1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3ae811af",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Ignoring Future Warnings\n",
    "import warnings\n",
    "warnings.simplefilter(action='ignore', category=FutureWarning)\n",
    "import pandas_datareader as web\n",
    "import pandas as pd\n",
    "from yahoo_fin import stock_info as si\n",
    "import datetime as dt\n",
    "# yfinance is where we will pull our data from\n",
    "import yfinance as yf\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt \n",
    "plt.style.use(\"fivethirtyeight\")\n",
    "import numpy as np\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0321c68",
   "metadata": {},
   "source": [
    "# Normalizing the Adjusted Close column and Saving into the Database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6e7fa36b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>A</th>\n",
       "      <th>AAL</th>\n",
       "      <th>AAP</th>\n",
       "      <th>AAPL</th>\n",
       "      <th>ABC</th>\n",
       "      <th>ABMD</th>\n",
       "      <th>ABT</th>\n",
       "      <th>ACN</th>\n",
       "      <th>ADBE</th>\n",
       "      <th>ADI</th>\n",
       "      <th>...</th>\n",
       "      <th>WTW</th>\n",
       "      <th>WY</th>\n",
       "      <th>WYNN</th>\n",
       "      <th>XEL</th>\n",
       "      <th>XOM</th>\n",
       "      <th>XRAY</th>\n",
       "      <th>YUM</th>\n",
       "      <th>ZBH</th>\n",
       "      <th>ZBRA</th>\n",
       "      <th>ZION</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2010-01-05</th>\n",
       "      <td>19.963375</td>\n",
       "      <td>5.005957</td>\n",
       "      <td>37.928116</td>\n",
       "      <td>6.556004</td>\n",
       "      <td>21.944105</td>\n",
       "      <td>8.53</td>\n",
       "      <td>19.619041</td>\n",
       "      <td>33.540310</td>\n",
       "      <td>37.700001</td>\n",
       "      <td>23.353294</td>\n",
       "      <td>...</td>\n",
       "      <td>54.343529</td>\n",
       "      <td>29.609983</td>\n",
       "      <td>45.093864</td>\n",
       "      <td>13.622756</td>\n",
       "      <td>43.354244</td>\n",
       "      <td>32.392876</td>\n",
       "      <td>18.730406</td>\n",
       "      <td>54.986431</td>\n",
       "      <td>28.620001</td>\n",
       "      <td>11.777194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-06</th>\n",
       "      <td>19.892447</td>\n",
       "      <td>4.798555</td>\n",
       "      <td>38.258835</td>\n",
       "      <td>6.451721</td>\n",
       "      <td>21.736616</td>\n",
       "      <td>8.40</td>\n",
       "      <td>19.727999</td>\n",
       "      <td>33.896866</td>\n",
       "      <td>37.619999</td>\n",
       "      <td>23.308975</td>\n",
       "      <td>...</td>\n",
       "      <td>55.218384</td>\n",
       "      <td>29.282593</td>\n",
       "      <td>44.502361</td>\n",
       "      <td>13.648920</td>\n",
       "      <td>43.728966</td>\n",
       "      <td>32.606281</td>\n",
       "      <td>18.596510</td>\n",
       "      <td>54.968670</td>\n",
       "      <td>28.400000</td>\n",
       "      <td>12.801298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-07</th>\n",
       "      <td>19.866661</td>\n",
       "      <td>4.939965</td>\n",
       "      <td>38.249397</td>\n",
       "      <td>6.439795</td>\n",
       "      <td>21.388035</td>\n",
       "      <td>8.40</td>\n",
       "      <td>19.891426</td>\n",
       "      <td>33.865170</td>\n",
       "      <td>36.889999</td>\n",
       "      <td>23.124332</td>\n",
       "      <td>...</td>\n",
       "      <td>55.055614</td>\n",
       "      <td>29.151625</td>\n",
       "      <td>45.452759</td>\n",
       "      <td>13.590055</td>\n",
       "      <td>43.591572</td>\n",
       "      <td>33.033108</td>\n",
       "      <td>18.591158</td>\n",
       "      <td>56.229664</td>\n",
       "      <td>27.690001</td>\n",
       "      <td>14.235043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-08</th>\n",
       "      <td>19.860210</td>\n",
       "      <td>4.845691</td>\n",
       "      <td>38.400570</td>\n",
       "      <td>6.482610</td>\n",
       "      <td>21.620428</td>\n",
       "      <td>8.23</td>\n",
       "      <td>19.993120</td>\n",
       "      <td>33.730465</td>\n",
       "      <td>36.689999</td>\n",
       "      <td>23.257280</td>\n",
       "      <td>...</td>\n",
       "      <td>54.994595</td>\n",
       "      <td>28.883154</td>\n",
       "      <td>45.127102</td>\n",
       "      <td>13.596595</td>\n",
       "      <td>43.416714</td>\n",
       "      <td>33.033108</td>\n",
       "      <td>18.596510</td>\n",
       "      <td>55.048595</td>\n",
       "      <td>27.600000</td>\n",
       "      <td>14.004617</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-11</th>\n",
       "      <td>19.873106</td>\n",
       "      <td>4.751417</td>\n",
       "      <td>38.022617</td>\n",
       "      <td>6.425421</td>\n",
       "      <td>21.861107</td>\n",
       "      <td>8.08</td>\n",
       "      <td>20.094807</td>\n",
       "      <td>33.698780</td>\n",
       "      <td>36.209999</td>\n",
       "      <td>23.124332</td>\n",
       "      <td>...</td>\n",
       "      <td>55.543926</td>\n",
       "      <td>29.073048</td>\n",
       "      <td>44.980888</td>\n",
       "      <td>13.727399</td>\n",
       "      <td>43.903843</td>\n",
       "      <td>33.459942</td>\n",
       "      <td>18.917879</td>\n",
       "      <td>56.265182</td>\n",
       "      <td>27.690001</td>\n",
       "      <td>14.089961</td>\n",
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       "<p>5 rows × 443 columns</p>\n",
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       "                    A       AAL        AAP      AAPL        ABC  ABMD  \\\n",
       "Date                                                                    \n",
       "2010-01-05  19.963375  5.005957  37.928116  6.556004  21.944105  8.53   \n",
       "2010-01-06  19.892447  4.798555  38.258835  6.451721  21.736616  8.40   \n",
       "2010-01-07  19.866661  4.939965  38.249397  6.439795  21.388035  8.40   \n",
       "2010-01-08  19.860210  4.845691  38.400570  6.482610  21.620428  8.23   \n",
       "2010-01-11  19.873106  4.751417  38.022617  6.425421  21.861107  8.08   \n",
       "\n",
       "                  ABT        ACN       ADBE        ADI  ...        WTW  \\\n",
       "Date                                                    ...              \n",
       "2010-01-05  19.619041  33.540310  37.700001  23.353294  ...  54.343529   \n",
       "2010-01-06  19.727999  33.896866  37.619999  23.308975  ...  55.218384   \n",
       "2010-01-07  19.891426  33.865170  36.889999  23.124332  ...  55.055614   \n",
       "2010-01-08  19.993120  33.730465  36.689999  23.257280  ...  54.994595   \n",
       "2010-01-11  20.094807  33.698780  36.209999  23.124332  ...  55.543926   \n",
       "\n",
       "                   WY       WYNN        XEL        XOM       XRAY        YUM  \\\n",
       "Date                                                                           \n",
       "2010-01-05  29.609983  45.093864  13.622756  43.354244  32.392876  18.730406   \n",
       "2010-01-06  29.282593  44.502361  13.648920  43.728966  32.606281  18.596510   \n",
       "2010-01-07  29.151625  45.452759  13.590055  43.591572  33.033108  18.591158   \n",
       "2010-01-08  28.883154  45.127102  13.596595  43.416714  33.033108  18.596510   \n",
       "2010-01-11  29.073048  44.980888  13.727399  43.903843  33.459942  18.917879   \n",
       "\n",
       "                  ZBH       ZBRA       ZION  \n",
       "Date                                         \n",
       "2010-01-05  54.986431  28.620001  11.777194  \n",
       "2010-01-06  54.968670  28.400000  12.801298  \n",
       "2010-01-07  56.229664  27.690001  14.235043  \n",
       "2010-01-08  55.048595  27.600000  14.004617  \n",
       "2010-01-11  56.265182  27.690001  14.089961  \n",
       "\n",
       "[5 rows x 443 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Reading the stocks_adj_close.csv\n",
    "stocks = pd.read_csv(\"stocks_adj_close.csv\", index_col = [0], parse_dates = [0])\n",
    "stocks.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "399c41a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Getting the tickers list\n",
    "tickers = list(stocks.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c556a9ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "# As you can see all the stocks are not starting from same y value, \n",
    "# lets normalize the data and then plot and see the price fluctuations\n",
    "# we will divide every row by the first row and multiply by 100 to covert it into %\n",
    "# for example the following code is printing the normalized values of first column\n",
    "# Lets normalize all the columns\n",
    "# norm_adj_close = (stocks/(stocks.iloc[0]))*100\n",
    "# norm_adj_close.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "74240838",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Lets plot the normalized closed values\n",
    "# norm_adj_close.plot(figsize = (15,8), fontsize = 12)\n",
    "# plt.legend(loc = \"upper left\", fontsize = 12)\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5c8746f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Merging into Database\n",
    "# for ticker in tickers:\n",
    "#     df = pd.read_csv(f\"stock_data/{ticker}.csv\", index_col = [0], parse_dates = [0]) \n",
    "#     df['Normalized Adj Close'] = norm_adj_close[ticker]\n",
    "#     df.to_csv(f'stock_data/{ticker}.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b34df12f",
   "metadata": {},
   "outputs": [],
   "source": [
    "start = '2010-01-01'\n",
    "end = '2022-04-08'\n",
    "# Load sp500_df return data for comparing the returns of individual stocks\n",
    "sp500_df = web.DataReader('^GSPC', 'yahoo', start, end)\n",
    "sp500_df['Percent Change'] = sp500_df['Adj Close'].pct_change()\n",
    "sp500_return = (sp500_df['Percent Change'] + 1).cumprod()[-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ad0ae5a5",
   "metadata": {},
   "outputs": [
    {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Open</th>\n",
       "      <th>Close</th>\n",
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       "    <tr>\n",
       "      <th>2010-01-04</th>\n",
       "      <td>1133.869995</td>\n",
       "      <td>1116.560059</td>\n",
       "      <td>1116.560059</td>\n",
       "      <td>1132.989990</td>\n",
       "      <td>3991400000</td>\n",
       "      <td>1132.989990</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2010-01-05</th>\n",
       "      <td>1136.630005</td>\n",
       "      <td>1129.660034</td>\n",
       "      <td>1132.660034</td>\n",
       "      <td>1136.520020</td>\n",
       "      <td>2491020000</td>\n",
       "      <td>1136.520020</td>\n",
       "      <td>0.003116</td>\n",
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       "    <tr>\n",
       "      <th>2010-01-06</th>\n",
       "      <td>1139.189941</td>\n",
       "      <td>1133.949951</td>\n",
       "      <td>1135.709961</td>\n",
       "      <td>1137.140015</td>\n",
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       "      <td>1137.140015</td>\n",
       "      <td>0.000546</td>\n",
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       "    <tr>\n",
       "      <th>2010-01-07</th>\n",
       "      <td>1142.459961</td>\n",
       "      <td>1131.319946</td>\n",
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       "      <td>1141.689941</td>\n",
       "      <td>0.004001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-08</th>\n",
       "      <td>1145.390015</td>\n",
       "      <td>1136.219971</td>\n",
       "      <td>1140.520020</td>\n",
       "      <td>1144.979980</td>\n",
       "      <td>4389590000</td>\n",
       "      <td>1144.979980</td>\n",
       "      <td>0.002882</td>\n",
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      "text/plain": [
       "                   High          Low         Open        Close      Volume  \\\n",
       "Date                                                                         \n",
       "2010-01-04  1133.869995  1116.560059  1116.560059  1132.989990  3991400000   \n",
       "2010-01-05  1136.630005  1129.660034  1132.660034  1136.520020  2491020000   \n",
       "2010-01-06  1139.189941  1133.949951  1135.709961  1137.140015  4972660000   \n",
       "2010-01-07  1142.459961  1131.319946  1136.270020  1141.689941  5270680000   \n",
       "2010-01-08  1145.390015  1136.219971  1140.520020  1144.979980  4389590000   \n",
       "\n",
       "              Adj Close  Percent Change  \n",
       "Date                                     \n",
       "2010-01-04  1132.989990             NaN  \n",
       "2010-01-05  1136.520020        0.003116  \n",
       "2010-01-06  1137.140015        0.000546  \n",
       "2010-01-07  1141.689941        0.004001  \n",
       "2010-01-08  1144.979980        0.002882  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sp500_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "4c83ea32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.9614469888015336"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sp500_return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "09141dd3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Lets figure out the best performers by comparing with the spy returns\n",
    "# We will assign\n",
    "return_list = []\n",
    "for ticker in tickers:\n",
    "    df = stocks[ticker]\n",
    "    df['Percent Change'] = df.pct_change()\n",
    "    stock_return = ((df['Percent Change'] + 1).cumprod())[-1]\n",
    "    returns_compared = round((stock_return / sp500_return),2)\n",
    "    return_list.append(returns_compared)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "8d11d350",
   "metadata": {},
   "outputs": [],
   "source": [
    "best_performers = pd.DataFrame(list(zip(tickers, return_list)), columns = ['Ticker', 'Returns Compared'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "411d8ac7",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Ticker</th>\n",
       "      <th>Returns Compared</th>\n",
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       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>1.71</td>\n",
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       "      <th>1</th>\n",
       "      <td>AAL</td>\n",
       "      <td>0.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAP</td>\n",
       "      <td>1.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAPL</td>\n",
       "      <td>6.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ABC</td>\n",
       "      <td>1.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>438</th>\n",
       "      <td>XRAY</td>\n",
       "      <td>0.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>439</th>\n",
       "      <td>YUM</td>\n",
       "      <td>1.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>440</th>\n",
       "      <td>ZBH</td>\n",
       "      <td>0.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>441</th>\n",
       "      <td>ZBRA</td>\n",
       "      <td>3.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>442</th>\n",
       "      <td>ZION</td>\n",
       "      <td>1.37</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>443 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Ticker  Returns Compared\n",
       "0        A              1.71\n",
       "1      AAL              0.84\n",
       "2      AAP              1.50\n",
       "3     AAPL              6.55\n",
       "4      ABC              1.90\n",
       "..     ...               ...\n",
       "438   XRAY              0.37\n",
       "439    YUM              1.61\n",
       "440    ZBH              0.60\n",
       "441   ZBRA              3.67\n",
       "442   ZION              1.37\n",
       "\n",
       "[443 rows x 2 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "best_performers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "efb6ff4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Showing the ranking in percentile form\n",
    "best_performers['Score'] = best_performers['Returns Compared'].rank(pct = True)*100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "71e0efc8",
   "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 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>Ticker</th>\n",
       "      <th>Returns Compared</th>\n",
       "      <th>Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A</td>\n",
       "      <td>1.71</td>\n",
       "      <td>61.851016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAL</td>\n",
       "      <td>0.84</td>\n",
       "      <td>23.363431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAP</td>\n",
       "      <td>1.50</td>\n",
       "      <td>53.047404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAPL</td>\n",
       "      <td>6.55</td>\n",
       "      <td>97.291196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ABC</td>\n",
       "      <td>1.90</td>\n",
       "      <td>67.945824</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Ticker  Returns Compared      Score\n",
       "0      A              1.71  61.851016\n",
       "1    AAL              0.84  23.363431\n",
       "2    AAP              1.50  53.047404\n",
       "3   AAPL              6.55  97.291196\n",
       "4    ABC              1.90  67.945824"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "best_performers.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "97b29f41",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Setting the condition of picking the stocks which are in top 70% quantile \n",
    "# We can do the same thing with sharpe ratio and other factors\n",
    "best_performers = best_performers[best_performers['Score'] >= (best_performers['Score'].quantile(0.70))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "11c2458e",
   "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 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>Ticker</th>\n",
       "      <th>Returns Compared</th>\n",
       "      <th>Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>DXCM</td>\n",
       "      <td>14.70</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>NVDA</td>\n",
       "      <td>13.54</td>\n",
       "      <td>99.774266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>DPZ</td>\n",
       "      <td>13.53</td>\n",
       "      <td>99.548533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>NFLX</td>\n",
       "      <td>12.21</td>\n",
       "      <td>99.322799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>AVGO</td>\n",
       "      <td>10.18</td>\n",
       "      <td>99.097065</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>NDSN</td>\n",
       "      <td>2.04</td>\n",
       "      <td>70.993228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>INCY</td>\n",
       "      <td>2.04</td>\n",
       "      <td>70.993228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>CINF</td>\n",
       "      <td>2.03</td>\n",
       "      <td>70.654628</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>ADSK</td>\n",
       "      <td>2.02</td>\n",
       "      <td>70.316027</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>HSY</td>\n",
       "      <td>2.02</td>\n",
       "      <td>70.316027</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>133 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Ticker  Returns Compared       Score\n",
       "138   DXCM             14.70  100.000000\n",
       "297   NVDA             13.54   99.774266\n",
       "130    DPZ             13.53   99.548533\n",
       "287   NFLX             12.21   99.322799\n",
       "43    AVGO             10.18   99.097065\n",
       "..     ...               ...         ...\n",
       "284   NDSN              2.04   70.993228\n",
       "207   INCY              2.04   70.993228\n",
       "86    CINF              2.03   70.654628\n",
       "12    ADSK              2.02   70.316027\n",
       "199    HSY              2.02   70.316027\n",
       "\n",
       "[133 rows x 3 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "best_performers.sort_values(by = 'Score', ascending = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "33cd6461",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "133"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(best_performers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "dddb64a8",
   "metadata": {},
   "outputs": [],
   "source": [
    "final_df = pd.DataFrame(columns = ['Tickers', 'Latest_Price', 'Score', 'PE_Ratio','PEG_Ratio','SMA_150', 'SMA_200', '52_week_low', '52_week_high'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "95360b3f",
   "metadata": {},
   "outputs": [],
   "source": [
    "for ticker in best_performers['Ticker']:\n",
    "    try:\n",
    "        df = pd.read_csv(f'stock_data/{ticker}.csv', index_col = 0)\n",
    "        moving_avg = [150, 200]\n",
    "        for ma in moving_avg:\n",
    "            df['SMA_'+str(ma)] = round(df['Adj Close'].rolling(window = int(ma)).mean(), 2)\n",
    "        latest_price = df['Adj Close'][-1]\n",
    "        pe_ratio = float(si.get_quote_table(ticker)['PE Ratio (TTM)'])\n",
    "#         peg_ratio = float(si.get_stats_valuation(ticker)[1][4])\n",
    "        moving_average_150 = df['SMA_150'][-1]\n",
    "        moving_average_200 = df['SMA_200'][-1]\n",
    "        low_52week = round(min(df['Low'][-(52*5):]), 2) # 5 days of trading times 52 week in a year\n",
    "        high_52week = round(max(df['High'][-(52*5):]), 2)\n",
    "        score = round(best_performers[best_performers['Ticker'] == ticker]['Score'].tolist()[0])\n",
    "            \n",
    "        # Conditions\n",
    "        condition_1 = latest_price > moving_average_150 > moving_average_200\n",
    "        condition_2 = latest_price >= (1.3 * low_52week)\n",
    "        condition_3 = latest_price >= (0.75 * high_52week)\n",
    "        condition_4 = pe_ratio < 40\n",
    "#         condition_5 = peg_ratio < 2\n",
    "            \n",
    "        # Conditional\n",
    "        if condition_1 and condition_4:            #condition_1 and condition_2 and condition_3 and \n",
    "            final_df = final_df.append({'Tickers': ticker,\n",
    "                                        'Latest_Price': latest_price,\n",
    "                                        'Score': score,\n",
    "                                        'PE_Ratio': pe_ratio,\n",
    "#                                         'PEG_Ratio': peg_ratio,\n",
    "                                        'SMA_150': moving_average_150,\n",
    "                                        'SMA_200': moving_average_200,\n",
    "                                        '52_week_low': low_52week,\n",
    "                                        '52_week_high': high_52week}, \n",
    "                                         ignore_index = True)\n",
    "    \n",
    "    except Exception as e:\n",
    "        print(f\"{e} for {ticker}\")\n",
    "              "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "fd5d42a5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   Tickers Latest_Price Score PE_Ratio PEG_Ratio SMA_150 SMA_200 52_week_low  \\\n",
      "0     AAPL   170.089996    97    29.42       NaN  161.37  157.45      121.15   \n",
      "1      ADP   237.710007    74    35.95       NaN  217.25  214.06      184.85   \n",
      "2      AJG   183.190002    87    38.98       NaN  159.93  154.88      124.21   \n",
      "3     ANTM   520.669983    81    23.08       NaN  433.27  419.78      349.05   \n",
      "4     AVGO        587.0    99     39.1       NaN  564.28  540.98      419.14   \n",
      "..     ...          ...   ...      ...       ...     ...     ...         ...   \n",
      "85     TSN    92.440002    75     11.4       NaN   85.08   82.27       69.88   \n",
      "86    ULTA   401.549988    96    26.65       NaN  382.35  375.39      299.77   \n",
      "87     UNH   545.960022    95    33.15       NaN  462.12  449.55      360.55   \n",
      "88     UNP   241.979996    78    25.94       NaN  238.44  233.23      195.68   \n",
      "89     WRB    67.699997    74    12.48       NaN   55.48    53.8       47.13   \n",
      "\n",
      "   52_week_high  \n",
      "0        182.94  \n",
      "1        248.96  \n",
      "2        183.85  \n",
      "3        526.62  \n",
      "4        677.76  \n",
      "..          ...  \n",
      "85       100.72  \n",
      "86       422.43  \n",
      "87       548.97  \n",
      "88       278.94  \n",
      "89        68.16  \n",
      "\n",
      "[90 rows x 9 columns]\n"
     ]
    }
   ],
   "source": [
    "final_df.sort_values(by = 'Score', ascending = False)\n",
    "pd.set_option('display.max_columns', 10)\n",
    "print(final_df)\n",
    "final_df.to_csv('portfolio/portfolio1-SMA-PE.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "b461d465",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "        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>Tickers</th>\n",
       "      <th>Latest_Price</th>\n",
       "      <th>Score</th>\n",
       "      <th>PE_Ratio</th>\n",
       "      <th>PEG_Ratio</th>\n",
       "      <th>SMA_150</th>\n",
       "      <th>SMA_200</th>\n",
       "      <th>52_week_low</th>\n",
       "      <th>52_week_high</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AAPL</td>\n",
       "      <td>170.089996</td>\n",
       "      <td>97</td>\n",
       "      <td>29.42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>161.37</td>\n",
       "      <td>157.45</td>\n",
       "      <td>121.15</td>\n",
       "      <td>182.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ADP</td>\n",
       "      <td>237.710007</td>\n",
       "      <td>74</td>\n",
       "      <td>35.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>217.25</td>\n",
       "      <td>214.06</td>\n",
       "      <td>184.85</td>\n",
       "      <td>248.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AJG</td>\n",
       "      <td>183.190002</td>\n",
       "      <td>87</td>\n",
       "      <td>38.98</td>\n",
       "      <td>NaN</td>\n",
       "      <td>159.93</td>\n",
       "      <td>154.88</td>\n",
       "      <td>124.21</td>\n",
       "      <td>183.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ANTM</td>\n",
       "      <td>520.669983</td>\n",
       "      <td>81</td>\n",
       "      <td>23.08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>433.27</td>\n",
       "      <td>419.78</td>\n",
       "      <td>349.05</td>\n",
       "      <td>526.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AVGO</td>\n",
       "      <td>587.0</td>\n",
       "      <td>99</td>\n",
       "      <td>39.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>564.28</td>\n",
       "      <td>540.98</td>\n",
       "      <td>419.14</td>\n",
       "      <td>677.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>TSN</td>\n",
       "      <td>92.440002</td>\n",
       "      <td>75</td>\n",
       "      <td>11.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>85.08</td>\n",
       "      <td>82.27</td>\n",
       "      <td>69.88</td>\n",
       "      <td>100.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>ULTA</td>\n",
       "      <td>401.549988</td>\n",
       "      <td>96</td>\n",
       "      <td>26.65</td>\n",
       "      <td>NaN</td>\n",
       "      <td>382.35</td>\n",
       "      <td>375.39</td>\n",
       "      <td>299.77</td>\n",
       "      <td>422.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>UNH</td>\n",
       "      <td>545.960022</td>\n",
       "      <td>95</td>\n",
       "      <td>33.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>462.12</td>\n",
       "      <td>449.55</td>\n",
       "      <td>360.55</td>\n",
       "      <td>548.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>UNP</td>\n",
       "      <td>241.979996</td>\n",
       "      <td>78</td>\n",
       "      <td>25.94</td>\n",
       "      <td>NaN</td>\n",
       "      <td>238.44</td>\n",
       "      <td>233.23</td>\n",
       "      <td>195.68</td>\n",
       "      <td>278.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>WRB</td>\n",
       "      <td>67.699997</td>\n",
       "      <td>74</td>\n",
       "      <td>12.48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>55.48</td>\n",
       "      <td>53.8</td>\n",
       "      <td>47.13</td>\n",
       "      <td>68.16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>90 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   Tickers Latest_Price Score PE_Ratio PEG_Ratio SMA_150 SMA_200 52_week_low  \\\n",
       "0     AAPL   170.089996    97    29.42       NaN  161.37  157.45      121.15   \n",
       "1      ADP   237.710007    74    35.95       NaN  217.25  214.06      184.85   \n",
       "2      AJG   183.190002    87    38.98       NaN  159.93  154.88      124.21   \n",
       "3     ANTM   520.669983    81    23.08       NaN  433.27  419.78      349.05   \n",
       "4     AVGO        587.0    99     39.1       NaN  564.28  540.98      419.14   \n",
       "..     ...          ...   ...      ...       ...     ...     ...         ...   \n",
       "85     TSN    92.440002    75     11.4       NaN   85.08   82.27       69.88   \n",
       "86    ULTA   401.549988    96    26.65       NaN  382.35  375.39      299.77   \n",
       "87     UNH   545.960022    95    33.15       NaN  462.12  449.55      360.55   \n",
       "88     UNP   241.979996    78    25.94       NaN  238.44  233.23      195.68   \n",
       "89     WRB    67.699997    74    12.48       NaN   55.48    53.8       47.13   \n",
       "\n",
       "   52_week_high  \n",
       "0        182.94  \n",
       "1        248.96  \n",
       "2        183.85  \n",
       "3        526.62  \n",
       "4        677.76  \n",
       "..          ...  \n",
       "85       100.72  \n",
       "86       422.43  \n",
       "87       548.97  \n",
       "88       278.94  \n",
       "89        68.16  \n",
       "\n",
       "[90 rows x 9 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d640dcef",
   "metadata": {},
   "source": [
    "# Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "49cbcd60",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 960x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visually show the stock Portfolio\n",
    "title = 'Portfolio Adj. Close Price History for Portfolio 1'\n",
    "\n",
    "# Get the tickers for our Portfolio\n",
    "my_stocks = final_df['Tickers']\n",
    "\n",
    "# Create and plot the graph\n",
    "plt.figure(figsize=(12, 10), dpi=80)\n",
    "for ticker in my_stocks:\n",
    "    df1 = pd.read_csv(f\"stock_data/{ticker}.csv\", index_col = [0], parse_dates = [0]) \n",
    "    plt.plot(df1['Adj Close'], label = ticker)\n",
    "\n",
    "plt.title(title, fontsize = 22)\n",
    "plt.xlabel('Date', fontsize = 18)\n",
    "plt.ylabel('Adj Price USD ($)', fontsize = 18)\n",
    "plt.legend(my_stocks, loc = 'upper left')\n",
    "plt.savefig('figures/portfolio_1.png')\n",
    "plt.savefig('figures/portfolio_1.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53616ece",
   "metadata": {},
   "source": [
    "# Calculating Returns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "75fbe7f6",
   "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 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>AAPL</th>\n",
       "      <th>ADP</th>\n",
       "      <th>AJG</th>\n",
       "      <th>ANTM</th>\n",
       "      <th>AVGO</th>\n",
       "      <th>...</th>\n",
       "      <th>TSN</th>\n",
       "      <th>ULTA</th>\n",
       "      <th>UNH</th>\n",
       "      <th>UNP</th>\n",
       "      <th>WRB</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",
       "      <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>2010-01-06</th>\n",
       "      <td>-0.015906</td>\n",
       "      <td>-0.002348</td>\n",
       "      <td>0.000450</td>\n",
       "      <td>0.016225</td>\n",
       "      <td>0.007895</td>\n",
       "      <td>...</td>\n",
       "      <td>0.050522</td>\n",
       "      <td>0.024520</td>\n",
       "      <td>0.009847</td>\n",
       "      <td>0.001508</td>\n",
       "      <td>0.002047</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-07</th>\n",
       "      <td>-0.001849</td>\n",
       "      <td>-0.000470</td>\n",
       "      <td>-0.006301</td>\n",
       "      <td>0.037146</td>\n",
       "      <td>-0.006267</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017557</td>\n",
       "      <td>0.085328</td>\n",
       "      <td>0.038377</td>\n",
       "      <td>-0.008886</td>\n",
       "      <td>0.004087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-08</th>\n",
       "      <td>0.006648</td>\n",
       "      <td>-0.001413</td>\n",
       "      <td>0.002717</td>\n",
       "      <td>0.004398</td>\n",
       "      <td>0.007357</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.002251</td>\n",
       "      <td>0.035954</td>\n",
       "      <td>-0.009391</td>\n",
       "      <td>0.033885</td>\n",
       "      <td>-0.000814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-11</th>\n",
       "      <td>-0.008822</td>\n",
       "      <td>0.004479</td>\n",
       "      <td>0.001355</td>\n",
       "      <td>0.005787</td>\n",
       "      <td>0.006260</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.013534</td>\n",
       "      <td>-0.015271</td>\n",
       "      <td>0.006728</td>\n",
       "      <td>-0.006614</td>\n",
       "      <td>0.002037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-12</th>\n",
       "      <td>-0.011375</td>\n",
       "      <td>-0.007041</td>\n",
       "      <td>0.005864</td>\n",
       "      <td>-0.013217</td>\n",
       "      <td>-0.015033</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.011433</td>\n",
       "      <td>-0.006579</td>\n",
       "      <td>-0.026428</td>\n",
       "      <td>-0.002959</td>\n",
       "      <td>0.004065</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-04</th>\n",
       "      <td>0.023693</td>\n",
       "      <td>0.007195</td>\n",
       "      <td>-0.014059</td>\n",
       "      <td>-0.020007</td>\n",
       "      <td>0.012552</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.013071</td>\n",
       "      <td>0.026789</td>\n",
       "      <td>-0.005014</td>\n",
       "      <td>-0.008540</td>\n",
       "      <td>-0.020056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-05</th>\n",
       "      <td>-0.018942</td>\n",
       "      <td>0.011991</td>\n",
       "      <td>0.005462</td>\n",
       "      <td>0.011117</td>\n",
       "      <td>-0.032653</td>\n",
       "      <td>...</td>\n",
       "      <td>0.003784</td>\n",
       "      <td>-0.000677</td>\n",
       "      <td>0.015176</td>\n",
       "      <td>-0.021844</td>\n",
       "      <td>0.006974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-06</th>\n",
       "      <td>-0.018451</td>\n",
       "      <td>-0.000882</td>\n",
       "      <td>0.023904</td>\n",
       "      <td>0.024435</td>\n",
       "      <td>-0.019736</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007872</td>\n",
       "      <td>-0.017924</td>\n",
       "      <td>0.027020</td>\n",
       "      <td>-0.036413</td>\n",
       "      <td>0.005721</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-07</th>\n",
       "      <td>0.001804</td>\n",
       "      <td>0.002986</td>\n",
       "      <td>0.013404</td>\n",
       "      <td>0.015369</td>\n",
       "      <td>0.001744</td>\n",
       "      <td>...</td>\n",
       "      <td>0.005941</td>\n",
       "      <td>0.019350</td>\n",
       "      <td>0.009779</td>\n",
       "      <td>0.007945</td>\n",
       "      <td>0.007036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-08</th>\n",
       "      <td>-0.011909</td>\n",
       "      <td>-0.003312</td>\n",
       "      <td>0.009589</td>\n",
       "      <td>0.011678</td>\n",
       "      <td>-0.026615</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010936</td>\n",
       "      <td>0.006946</td>\n",
       "      <td>0.016780</td>\n",
       "      <td>-0.011762</td>\n",
       "      <td>0.006392</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3087 rows × 30 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                AAPL       ADP       AJG      ANTM      AVGO  ...       TSN  \\\n",
       "Date                                                          ...             \n",
       "2010-01-06 -0.015906 -0.002348  0.000450  0.016225  0.007895  ...  0.050522   \n",
       "2010-01-07 -0.001849 -0.000470 -0.006301  0.037146 -0.006267  ...  0.017557   \n",
       "2010-01-08  0.006648 -0.001413  0.002717  0.004398  0.007357  ... -0.002251   \n",
       "2010-01-11 -0.008822  0.004479  0.001355  0.005787  0.006260  ... -0.013534   \n",
       "2010-01-12 -0.011375 -0.007041  0.005864 -0.013217 -0.015033  ... -0.011433   \n",
       "...              ...       ...       ...       ...       ...  ...       ...   \n",
       "2022-04-04  0.023693  0.007195 -0.014059 -0.020007  0.012552  ... -0.013071   \n",
       "2022-04-05 -0.018942  0.011991  0.005462  0.011117 -0.032653  ...  0.003784   \n",
       "2022-04-06 -0.018451 -0.000882  0.023904  0.024435 -0.019736  ...  0.007872   \n",
       "2022-04-07  0.001804  0.002986  0.013404  0.015369  0.001744  ...  0.005941   \n",
       "2022-04-08 -0.011909 -0.003312  0.009589  0.011678 -0.026615  ...  0.010936   \n",
       "\n",
       "                ULTA       UNH       UNP       WRB  \n",
       "Date                                                \n",
       "2010-01-06  0.024520  0.009847  0.001508  0.002047  \n",
       "2010-01-07  0.085328  0.038377 -0.008886  0.004087  \n",
       "2010-01-08  0.035954 -0.009391  0.033885 -0.000814  \n",
       "2010-01-11 -0.015271  0.006728 -0.006614  0.002037  \n",
       "2010-01-12 -0.006579 -0.026428 -0.002959  0.004065  \n",
       "...              ...       ...       ...       ...  \n",
       "2022-04-04  0.026789 -0.005014 -0.008540 -0.020056  \n",
       "2022-04-05 -0.000677  0.015176 -0.021844  0.006974  \n",
       "2022-04-06 -0.017924  0.027020 -0.036413  0.005721  \n",
       "2022-04-07  0.019350  0.009779  0.007945  0.007036  \n",
       "2022-04-08  0.006946  0.016780 -0.011762  0.006392  \n",
       "\n",
       "[3087 rows x 30 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# show the daily simple returns\n",
    "portfolio = pd.DataFrame()\n",
    "portfolio_returns = pd.DataFrame()\n",
    "for ticker in my_stocks:\n",
    "    df2 = pd.read_csv(f\"stock_data/{ticker}.csv\", index_col = [0], parse_dates = [0]) \n",
    "    portfolio[ticker] = df2['Adj Close']\n",
    "    portfolio_returns[ticker] = df2['Adj Close'].pct_change().dropna()\n",
    "portfolio_returns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "bdfdccbd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Making a heat map representing the correlation matrix\n",
    "plt.figure(figsize = (12, 10))\n",
    "sns.set(font_scale = 1.4)\n",
    "sns.heatmap(portfolio_returns.corr(), cmap = \"Reds\", annot = True, annot_kws = {\"size\": 5}, vmax = 0.5)\n",
    "plt.savefig('figures/portfolio_1_hm.png')\n",
    "plt.savefig('figures/portfolio_1_hm.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "173c53b8",
   "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 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>AAPL</th>\n",
       "      <th>ADP</th>\n",
       "      <th>AJG</th>\n",
       "      <th>ANTM</th>\n",
       "      <th>AVGO</th>\n",
       "      <th>...</th>\n",
       "      <th>TSN</th>\n",
       "      <th>ULTA</th>\n",
       "      <th>UNH</th>\n",
       "      <th>UNP</th>\n",
       "      <th>WRB</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAPL</th>\n",
       "      <td>0.078917</td>\n",
       "      <td>0.028334</td>\n",
       "      <td>0.023603</td>\n",
       "      <td>0.027754</td>\n",
       "      <td>0.050480</td>\n",
       "      <td>...</td>\n",
       "      <td>0.016609</td>\n",
       "      <td>0.033679</td>\n",
       "      <td>0.028626</td>\n",
       "      <td>0.030395</td>\n",
       "      <td>0.021987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ADP</th>\n",
       "      <td>0.028334</td>\n",
       "      <td>0.047538</td>\n",
       "      <td>0.027279</td>\n",
       "      <td>0.030718</td>\n",
       "      <td>0.036599</td>\n",
       "      <td>...</td>\n",
       "      <td>0.021639</td>\n",
       "      <td>0.034207</td>\n",
       "      <td>0.029244</td>\n",
       "      <td>0.030676</td>\n",
       "      <td>0.027852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AJG</th>\n",
       "      <td>0.023603</td>\n",
       "      <td>0.027279</td>\n",
       "      <td>0.040921</td>\n",
       "      <td>0.027646</td>\n",
       "      <td>0.030835</td>\n",
       "      <td>...</td>\n",
       "      <td>0.018171</td>\n",
       "      <td>0.029838</td>\n",
       "      <td>0.025154</td>\n",
       "      <td>0.027168</td>\n",
       "      <td>0.028844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ANTM</th>\n",
       "      <td>0.027754</td>\n",
       "      <td>0.030718</td>\n",
       "      <td>0.027646</td>\n",
       "      <td>0.082404</td>\n",
       "      <td>0.035805</td>\n",
       "      <td>...</td>\n",
       "      <td>0.023169</td>\n",
       "      <td>0.038149</td>\n",
       "      <td>0.057385</td>\n",
       "      <td>0.031290</td>\n",
       "      <td>0.027967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AVGO</th>\n",
       "      <td>0.050480</td>\n",
       "      <td>0.036599</td>\n",
       "      <td>0.030835</td>\n",
       "      <td>0.035805</td>\n",
       "      <td>0.125021</td>\n",
       "      <td>...</td>\n",
       "      <td>0.026296</td>\n",
       "      <td>0.049413</td>\n",
       "      <td>0.033666</td>\n",
       "      <td>0.042704</td>\n",
       "      <td>0.027031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AZO</th>\n",
       "      <td>0.019826</td>\n",
       "      <td>0.021920</td>\n",
       "      <td>0.018438</td>\n",
       "      <td>0.022699</td>\n",
       "      <td>0.026046</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017475</td>\n",
       "      <td>0.032021</td>\n",
       "      <td>0.022291</td>\n",
       "      <td>0.022193</td>\n",
       "      <td>0.019137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BRO</th>\n",
       "      <td>0.024134</td>\n",
       "      <td>0.026633</td>\n",
       "      <td>0.033019</td>\n",
       "      <td>0.025858</td>\n",
       "      <td>0.028732</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017076</td>\n",
       "      <td>0.029239</td>\n",
       "      <td>0.024431</td>\n",
       "      <td>0.027834</td>\n",
       "      <td>0.029452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CHD</th>\n",
       "      <td>0.015415</td>\n",
       "      <td>0.016508</td>\n",
       "      <td>0.015577</td>\n",
       "      <td>0.014805</td>\n",
       "      <td>0.015681</td>\n",
       "      <td>...</td>\n",
       "      <td>0.014973</td>\n",
       "      <td>0.012931</td>\n",
       "      <td>0.015612</td>\n",
       "      <td>0.014981</td>\n",
       "      <td>0.016056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CINF</th>\n",
       "      <td>0.025724</td>\n",
       "      <td>0.032632</td>\n",
       "      <td>0.031859</td>\n",
       "      <td>0.031991</td>\n",
       "      <td>0.031822</td>\n",
       "      <td>...</td>\n",
       "      <td>0.024163</td>\n",
       "      <td>0.037068</td>\n",
       "      <td>0.030051</td>\n",
       "      <td>0.034840</td>\n",
       "      <td>0.042129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CTAS</th>\n",
       "      <td>0.031336</td>\n",
       "      <td>0.033710</td>\n",
       "      <td>0.029583</td>\n",
       "      <td>0.034510</td>\n",
       "      <td>0.040373</td>\n",
       "      <td>...</td>\n",
       "      <td>0.024864</td>\n",
       "      <td>0.041858</td>\n",
       "      <td>0.031278</td>\n",
       "      <td>0.035343</td>\n",
       "      <td>0.031198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DE</th>\n",
       "      <td>0.031983</td>\n",
       "      <td>0.030634</td>\n",
       "      <td>0.027320</td>\n",
       "      <td>0.030621</td>\n",
       "      <td>0.040928</td>\n",
       "      <td>...</td>\n",
       "      <td>0.022838</td>\n",
       "      <td>0.039608</td>\n",
       "      <td>0.028990</td>\n",
       "      <td>0.041722</td>\n",
       "      <td>0.029773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DLTR</th>\n",
       "      <td>0.020576</td>\n",
       "      <td>0.022649</td>\n",
       "      <td>0.019584</td>\n",
       "      <td>0.022951</td>\n",
       "      <td>0.028829</td>\n",
       "      <td>...</td>\n",
       "      <td>0.020474</td>\n",
       "      <td>0.034584</td>\n",
       "      <td>0.021847</td>\n",
       "      <td>0.021890</td>\n",
       "      <td>0.019904</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EXR</th>\n",
       "      <td>0.020280</td>\n",
       "      <td>0.023880</td>\n",
       "      <td>0.022749</td>\n",
       "      <td>0.022488</td>\n",
       "      <td>0.024884</td>\n",
       "      <td>...</td>\n",
       "      <td>0.019222</td>\n",
       "      <td>0.025654</td>\n",
       "      <td>0.021710</td>\n",
       "      <td>0.023250</td>\n",
       "      <td>0.024358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>HSY</th>\n",
       "      <td>0.014715</td>\n",
       "      <td>0.020013</td>\n",
       "      <td>0.017653</td>\n",
       "      <td>0.018764</td>\n",
       "      <td>0.020172</td>\n",
       "      <td>...</td>\n",
       "      <td>0.021107</td>\n",
       "      <td>0.020375</td>\n",
       "      <td>0.019472</td>\n",
       "      <td>0.017255</td>\n",
       "      <td>0.018989</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LMT</th>\n",
       "      <td>0.020813</td>\n",
       "      <td>0.023694</td>\n",
       "      <td>0.019616</td>\n",
       "      <td>0.023857</td>\n",
       "      <td>0.022105</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017524</td>\n",
       "      <td>0.021813</td>\n",
       "      <td>0.022839</td>\n",
       "      <td>0.024136</td>\n",
       "      <td>0.022086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MMC</th>\n",
       "      <td>0.023777</td>\n",
       "      <td>0.027161</td>\n",
       "      <td>0.031514</td>\n",
       "      <td>0.027855</td>\n",
       "      <td>0.031695</td>\n",
       "      <td>...</td>\n",
       "      <td>0.019586</td>\n",
       "      <td>0.031217</td>\n",
       "      <td>0.026190</td>\n",
       "      <td>0.028269</td>\n",
       "      <td>0.027307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MOH</th>\n",
       "      <td>0.033468</td>\n",
       "      <td>0.029939</td>\n",
       "      <td>0.026302</td>\n",
       "      <td>0.059646</td>\n",
       "      <td>0.038437</td>\n",
       "      <td>...</td>\n",
       "      <td>0.022694</td>\n",
       "      <td>0.039813</td>\n",
       "      <td>0.053328</td>\n",
       "      <td>0.033109</td>\n",
       "      <td>0.025795</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NI</th>\n",
       "      <td>0.017520</td>\n",
       "      <td>0.023102</td>\n",
       "      <td>0.020663</td>\n",
       "      <td>0.024614</td>\n",
       "      <td>0.022980</td>\n",
       "      <td>...</td>\n",
       "      <td>0.020315</td>\n",
       "      <td>0.022832</td>\n",
       "      <td>0.023608</td>\n",
       "      <td>0.022193</td>\n",
       "      <td>0.024547</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NOC</th>\n",
       "      <td>0.021857</td>\n",
       "      <td>0.025277</td>\n",
       "      <td>0.022133</td>\n",
       "      <td>0.026403</td>\n",
       "      <td>0.024548</td>\n",
       "      <td>...</td>\n",
       "      <td>0.019393</td>\n",
       "      <td>0.023336</td>\n",
       "      <td>0.025095</td>\n",
       "      <td>0.026517</td>\n",
       "      <td>0.024503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ORLY</th>\n",
       "      <td>0.023548</td>\n",
       "      <td>0.026473</td>\n",
       "      <td>0.021007</td>\n",
       "      <td>0.025267</td>\n",
       "      <td>0.029461</td>\n",
       "      <td>...</td>\n",
       "      <td>0.018880</td>\n",
       "      <td>0.035587</td>\n",
       "      <td>0.025063</td>\n",
       "      <td>0.025692</td>\n",
       "      <td>0.021909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PGR</th>\n",
       "      <td>0.022601</td>\n",
       "      <td>0.024649</td>\n",
       "      <td>0.024994</td>\n",
       "      <td>0.024694</td>\n",
       "      <td>0.026884</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017022</td>\n",
       "      <td>0.022244</td>\n",
       "      <td>0.023861</td>\n",
       "      <td>0.026386</td>\n",
       "      <td>0.026964</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PKG</th>\n",
       "      <td>0.026857</td>\n",
       "      <td>0.029625</td>\n",
       "      <td>0.027389</td>\n",
       "      <td>0.031066</td>\n",
       "      <td>0.036975</td>\n",
       "      <td>...</td>\n",
       "      <td>0.024097</td>\n",
       "      <td>0.035904</td>\n",
       "      <td>0.028779</td>\n",
       "      <td>0.037284</td>\n",
       "      <td>0.030466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>REGN</th>\n",
       "      <td>0.032826</td>\n",
       "      <td>0.025426</td>\n",
       "      <td>0.022301</td>\n",
       "      <td>0.030682</td>\n",
       "      <td>0.039901</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017482</td>\n",
       "      <td>0.030205</td>\n",
       "      <td>0.028983</td>\n",
       "      <td>0.025149</td>\n",
       "      <td>0.018615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TMO</th>\n",
       "      <td>0.030041</td>\n",
       "      <td>0.027399</td>\n",
       "      <td>0.025218</td>\n",
       "      <td>0.030076</td>\n",
       "      <td>0.036425</td>\n",
       "      <td>...</td>\n",
       "      <td>0.015158</td>\n",
       "      <td>0.024767</td>\n",
       "      <td>0.029006</td>\n",
       "      <td>0.027792</td>\n",
       "      <td>0.022308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TSCO</th>\n",
       "      <td>0.027149</td>\n",
       "      <td>0.026865</td>\n",
       "      <td>0.022794</td>\n",
       "      <td>0.023299</td>\n",
       "      <td>0.035784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.017867</td>\n",
       "      <td>0.042483</td>\n",
       "      <td>0.023968</td>\n",
       "      <td>0.030653</td>\n",
       "      <td>0.020802</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TSN</th>\n",
       "      <td>0.016609</td>\n",
       "      <td>0.021639</td>\n",
       "      <td>0.018171</td>\n",
       "      <td>0.023169</td>\n",
       "      <td>0.026296</td>\n",
       "      <td>...</td>\n",
       "      <td>0.082502</td>\n",
       "      <td>0.030449</td>\n",
       "      <td>0.020761</td>\n",
       "      <td>0.022103</td>\n",
       "      <td>0.022042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ULTA</th>\n",
       "      <td>0.033679</td>\n",
       "      <td>0.034207</td>\n",
       "      <td>0.029838</td>\n",
       "      <td>0.038149</td>\n",
       "      <td>0.049413</td>\n",
       "      <td>...</td>\n",
       "      <td>0.030449</td>\n",
       "      <td>0.158255</td>\n",
       "      <td>0.034514</td>\n",
       "      <td>0.037646</td>\n",
       "      <td>0.031502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>UNH</th>\n",
       "      <td>0.028626</td>\n",
       "      <td>0.029244</td>\n",
       "      <td>0.025154</td>\n",
       "      <td>0.057385</td>\n",
       "      <td>0.033666</td>\n",
       "      <td>...</td>\n",
       "      <td>0.020761</td>\n",
       "      <td>0.034514</td>\n",
       "      <td>0.065621</td>\n",
       "      <td>0.029911</td>\n",
       "      <td>0.025368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>UNP</th>\n",
       "      <td>0.030395</td>\n",
       "      <td>0.030676</td>\n",
       "      <td>0.027168</td>\n",
       "      <td>0.031290</td>\n",
       "      <td>0.042704</td>\n",
       "      <td>...</td>\n",
       "      <td>0.022103</td>\n",
       "      <td>0.037646</td>\n",
       "      <td>0.029911</td>\n",
       "      <td>0.063787</td>\n",
       "      <td>0.028133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WRB</th>\n",
       "      <td>0.021987</td>\n",
       "      <td>0.027852</td>\n",
       "      <td>0.028844</td>\n",
       "      <td>0.027967</td>\n",
       "      <td>0.027031</td>\n",
       "      <td>...</td>\n",
       "      <td>0.022042</td>\n",
       "      <td>0.031502</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>0.028133</td>\n",
       "      <td>0.047130</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>30 rows × 30 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          AAPL       ADP       AJG      ANTM      AVGO  ...       TSN  \\\n",
       "AAPL  0.078917  0.028334  0.023603  0.027754  0.050480  ...  0.016609   \n",
       "ADP   0.028334  0.047538  0.027279  0.030718  0.036599  ...  0.021639   \n",
       "AJG   0.023603  0.027279  0.040921  0.027646  0.030835  ...  0.018171   \n",
       "ANTM  0.027754  0.030718  0.027646  0.082404  0.035805  ...  0.023169   \n",
       "AVGO  0.050480  0.036599  0.030835  0.035805  0.125021  ...  0.026296   \n",
       "AZO   0.019826  0.021920  0.018438  0.022699  0.026046  ...  0.017475   \n",
       "BRO   0.024134  0.026633  0.033019  0.025858  0.028732  ...  0.017076   \n",
       "CHD   0.015415  0.016508  0.015577  0.014805  0.015681  ...  0.014973   \n",
       "CINF  0.025724  0.032632  0.031859  0.031991  0.031822  ...  0.024163   \n",
       "CTAS  0.031336  0.033710  0.029583  0.034510  0.040373  ...  0.024864   \n",
       "DE    0.031983  0.030634  0.027320  0.030621  0.040928  ...  0.022838   \n",
       "DLTR  0.020576  0.022649  0.019584  0.022951  0.028829  ...  0.020474   \n",
       "EXR   0.020280  0.023880  0.022749  0.022488  0.024884  ...  0.019222   \n",
       "HSY   0.014715  0.020013  0.017653  0.018764  0.020172  ...  0.021107   \n",
       "LMT   0.020813  0.023694  0.019616  0.023857  0.022105  ...  0.017524   \n",
       "MMC   0.023777  0.027161  0.031514  0.027855  0.031695  ...  0.019586   \n",
       "MOH   0.033468  0.029939  0.026302  0.059646  0.038437  ...  0.022694   \n",
       "NI    0.017520  0.023102  0.020663  0.024614  0.022980  ...  0.020315   \n",
       "NOC   0.021857  0.025277  0.022133  0.026403  0.024548  ...  0.019393   \n",
       "ORLY  0.023548  0.026473  0.021007  0.025267  0.029461  ...  0.018880   \n",
       "PGR   0.022601  0.024649  0.024994  0.024694  0.026884  ...  0.017022   \n",
       "PKG   0.026857  0.029625  0.027389  0.031066  0.036975  ...  0.024097   \n",
       "REGN  0.032826  0.025426  0.022301  0.030682  0.039901  ...  0.017482   \n",
       "TMO   0.030041  0.027399  0.025218  0.030076  0.036425  ...  0.015158   \n",
       "TSCO  0.027149  0.026865  0.022794  0.023299  0.035784  ...  0.017867   \n",
       "TSN   0.016609  0.021639  0.018171  0.023169  0.026296  ...  0.082502   \n",
       "ULTA  0.033679  0.034207  0.029838  0.038149  0.049413  ...  0.030449   \n",
       "UNH   0.028626  0.029244  0.025154  0.057385  0.033666  ...  0.020761   \n",
       "UNP   0.030395  0.030676  0.027168  0.031290  0.042704  ...  0.022103   \n",
       "WRB   0.021987  0.027852  0.028844  0.027967  0.027031  ...  0.022042   \n",
       "\n",
       "          ULTA       UNH       UNP       WRB  \n",
       "AAPL  0.033679  0.028626  0.030395  0.021987  \n",
       "ADP   0.034207  0.029244  0.030676  0.027852  \n",
       "AJG   0.029838  0.025154  0.027168  0.028844  \n",
       "ANTM  0.038149  0.057385  0.031290  0.027967  \n",
       "AVGO  0.049413  0.033666  0.042704  0.027031  \n",
       "AZO   0.032021  0.022291  0.022193  0.019137  \n",
       "BRO   0.029239  0.024431  0.027834  0.029452  \n",
       "CHD   0.012931  0.015612  0.014981  0.016056  \n",
       "CINF  0.037068  0.030051  0.034840  0.042129  \n",
       "CTAS  0.041858  0.031278  0.035343  0.031198  \n",
       "DE    0.039608  0.028990  0.041722  0.029773  \n",
       "DLTR  0.034584  0.021847  0.021890  0.019904  \n",
       "EXR   0.025654  0.021710  0.023250  0.024358  \n",
       "HSY   0.020375  0.019472  0.017255  0.018989  \n",
       "LMT   0.021813  0.022839  0.024136  0.022086  \n",
       "MMC   0.031217  0.026190  0.028269  0.027307  \n",
       "MOH   0.039813  0.053328  0.033109  0.025795  \n",
       "NI    0.022832  0.023608  0.022193  0.024547  \n",
       "NOC   0.023336  0.025095  0.026517  0.024503  \n",
       "ORLY  0.035587  0.025063  0.025692  0.021909  \n",
       "PGR   0.022244  0.023861  0.026386  0.026964  \n",
       "PKG   0.035904  0.028779  0.037284  0.030466  \n",
       "REGN  0.030205  0.028983  0.025149  0.018615  \n",
       "TMO   0.024767  0.029006  0.027792  0.022308  \n",
       "TSCO  0.042483  0.023968  0.030653  0.020802  \n",
       "TSN   0.030449  0.020761  0.022103  0.022042  \n",
       "ULTA  0.158255  0.034514  0.037646  0.031502  \n",
       "UNH   0.034514  0.065621  0.029911  0.025368  \n",
       "UNP   0.037646  0.029911  0.063787  0.028133  \n",
       "WRB   0.031502  0.025368  0.028133  0.047130  \n",
       "\n",
       "[30 rows x 30 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create and show the annualized covariance matrix\n",
    "cov_matrix_annual = portfolio_returns.cov() * 252\n",
    "cov_matrix_annual"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "75d4ced7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.026311199378498584"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Calculate the portfolio variance\n",
    "# weights = np.full((1, 30), 0.033)\n",
    "weights = np.empty(30); weights.fill(0.033)\n",
    "port_variance = np.dot(weights.T, np.dot(cov_matrix_annual, weights))\n",
    "port_variance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "a7e6f042",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.1622072728902702"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Calculate portfolio Volatility aka Standard Deviation\n",
    "port_volatility = np.sqrt(port_variance)\n",
    "port_volatility"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "d30248a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.24511213032280962"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Calculate annual portfolio returns\n",
    "port_simple_annual_return = np.sum(portfolio_returns.mean() * weights) * 252\n",
    "port_simple_annual_return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "73dc7286",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Expected annual return: 25.0%\n",
      "Annual Volatility / Risk: 16.0%\n",
      "Annual Variance: 3.0%\n"
     ]
    }
   ],
   "source": [
    "# Show the expected annual return, volatility (risk), and variance\n",
    "percent_var = str(round(port_variance, 2) * 100) + '%'\n",
    "percent_volatility = str(round(port_volatility, 2) * 100) + '%'\n",
    "percent_ret = str(round(port_simple_annual_return, 2) * 100) + '%'\n",
    "\n",
    "print('Expected annual return: '+ percent_ret)\n",
    "print('Annual Volatility / Risk: '+ percent_volatility)\n",
    "print('Annual Variance: '+ percent_var)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0813709f",
   "metadata": {},
   "source": [
    "# Portfolio Optimization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "af3199f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pypfopt.efficient_frontier import EfficientFrontier\n",
    "from pypfopt import risk_models\n",
    "from pypfopt import expected_returns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "bd1a5478",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OrderedDict([('AAPL', 0.12344), ('ADP', 0.0), ('AJG', 0.0), ('ANTM', 0.0), ('AVGO', 0.06178), ('AZO', 0.08931), ('BRO', 0.0), ('CHD', 0.08271), ('CINF', 0.0), ('CTAS', 0.02602), ('DE', 0.0), ('DLTR', 0.00073), ('EXR', 0.26258), ('HSY', 0.04427), ('LMT', 0.0), ('MMC', 0.0), ('MOH', 0.0), ('NI', 0.0), ('NOC', 0.02147), ('ORLY', 0.06878), ('PGR', 0.0), ('PKG', 0.0), ('REGN', 0.05114), ('TMO', 0.0), ('TSCO', 0.05498), ('TSN', 0.00207), ('ULTA', 0.0), ('UNH', 0.11073), ('UNP', 0.0), ('WRB', 0.0)])\n",
      "Expected annual return: 28.0%\n",
      "Annual volatility: 16.9%\n",
      "Sharpe Ratio: 1.54\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.2795098180217973, 0.1686466303377638, 1.5387785543183021)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Portfolio Optimization\n",
    "\n",
    "# Calculate the expected returns and the annualized samplecovariance matrix of asset returns\n",
    "mu = expected_returns.mean_historical_return(portfolio)\n",
    "S = risk_models.sample_cov(portfolio)\n",
    "\n",
    "# Optimize for maximum sharpe ratio\n",
    "ef = EfficientFrontier(mu, S)\n",
    "weights = ef.max_sharpe()\n",
    "cleaned_weights = ef.clean_weights()\n",
    "print(cleaned_weights)\n",
    "ef.portfolio_performance(verbose = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "dcef95b5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Discrete Allocation: {'AAPL': 10, 'AVGO': 1, 'AZO': 1, 'CHD': 12, 'CTAS': 1, 'EXR': 18, 'HSY': 3, 'NI': 1, 'NOC': 1, 'ORLY': 1, 'REGN': 1, 'TSCO': 3, 'UNH': 3}\n",
      "Funds Remaining: $15.04\n"
     ]
    }
   ],
   "source": [
    "# Get discrete allocation of each share per stock\n",
    "# need to install this package by running the command through terminal            conda install -c conda-forge cvxopt\n",
    "from pypfopt.discrete_allocation import DiscreteAllocation, get_latest_prices\n",
    "\n",
    "latest_prices = get_latest_prices(portfolio)\n",
    "weights = cleaned_weights\n",
    "da = DiscreteAllocation(weights, latest_prices, total_portfolio_value = 15000)\n",
    "\n",
    "allocation, leftover = da.lp_portfolio()\n",
    "print('Discrete Allocation: '+ str(allocation))\n",
    "print('Funds Remaining: ${:.2f}'.format(leftover))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "3914864d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 960x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visually show the stock Portfolio\n",
    "title = 'Final Portfolio Adj. Close Price History for Portfolio 1'\n",
    "\n",
    "# Get the tickers for our Portfolio\n",
    "stocks_to_invest = list()\n",
    "for i in allocation.keys():\n",
    "    stocks_to_invest.append(i)\n",
    "stocks_to_invest\n",
    "\n",
    "# Create and plot the graph\n",
    "plt.figure(figsize=(12, 10), dpi=80)\n",
    "for ticker in stocks_to_invest:\n",
    "    df1 = pd.read_csv(f\"stock_data/{ticker}.csv\", index_col = [0], parse_dates = [0]) \n",
    "    plt.plot(df1['Normalized Adj Close'], label = ticker)\n",
    "\n",
    "plt.title(title, fontsize = 22)\n",
    "plt.xlabel('Date', fontsize = 18)\n",
    "plt.ylabel('Adj Price USD ($)', fontsize = 18)\n",
    "plt.legend(my_stocks, loc = 'upper left')\n",
    "plt.savefig('figures/portfolio_1_final.png')\n",
    "plt.savefig('figures/portfolio_1_final.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "493e9796",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AAPL</th>\n",
       "      <th>AVGO</th>\n",
       "      <th>AZO</th>\n",
       "      <th>CHD</th>\n",
       "      <th>CTAS</th>\n",
       "      <th>...</th>\n",
       "      <th>NOC</th>\n",
       "      <th>ORLY</th>\n",
       "      <th>REGN</th>\n",
       "      <th>TSCO</th>\n",
       "      <th>UNH</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",
       "      <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>2010-01-06</th>\n",
       "      <td>-0.015906</td>\n",
       "      <td>0.007895</td>\n",
       "      <td>-0.009380</td>\n",
       "      <td>0.004793</td>\n",
       "      <td>0.002657</td>\n",
       "      <td>...</td>\n",
       "      <td>0.003863</td>\n",
       "      <td>-0.004409</td>\n",
       "      <td>-0.015139</td>\n",
       "      <td>-0.002084</td>\n",
       "      <td>0.009847</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-07</th>\n",
       "      <td>-0.001849</td>\n",
       "      <td>-0.006267</td>\n",
       "      <td>0.013270</td>\n",
       "      <td>-0.011184</td>\n",
       "      <td>0.008706</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010320</td>\n",
       "      <td>-0.003126</td>\n",
       "      <td>-0.006068</td>\n",
       "      <td>0.013670</td>\n",
       "      <td>0.038377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-08</th>\n",
       "      <td>0.006648</td>\n",
       "      <td>0.007357</td>\n",
       "      <td>-0.012842</td>\n",
       "      <td>-0.002162</td>\n",
       "      <td>0.009756</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.005540</td>\n",
       "      <td>-0.008884</td>\n",
       "      <td>-0.008140</td>\n",
       "      <td>-0.000562</td>\n",
       "      <td>-0.009391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-11</th>\n",
       "      <td>-0.008822</td>\n",
       "      <td>0.006260</td>\n",
       "      <td>0.001288</td>\n",
       "      <td>-0.004334</td>\n",
       "      <td>-0.004088</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001045</td>\n",
       "      <td>0.005273</td>\n",
       "      <td>0.019286</td>\n",
       "      <td>-0.008058</td>\n",
       "      <td>0.006728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-01-12</th>\n",
       "      <td>-0.011375</td>\n",
       "      <td>-0.015033</td>\n",
       "      <td>-0.002187</td>\n",
       "      <td>0.025448</td>\n",
       "      <td>-0.013433</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001043</td>\n",
       "      <td>0.018883</td>\n",
       "      <td>-0.013285</td>\n",
       "      <td>0.000378</td>\n",
       "      <td>-0.026428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-04</th>\n",
       "      <td>0.023693</td>\n",
       "      <td>0.012552</td>\n",
       "      <td>0.021205</td>\n",
       "      <td>-0.005426</td>\n",
       "      <td>0.012598</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.005497</td>\n",
       "      <td>0.029097</td>\n",
       "      <td>0.005152</td>\n",
       "      <td>0.004279</td>\n",
       "      <td>-0.005014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-05</th>\n",
       "      <td>-0.018942</td>\n",
       "      <td>-0.032653</td>\n",
       "      <td>0.012473</td>\n",
       "      <td>0.000893</td>\n",
       "      <td>0.005079</td>\n",
       "      <td>...</td>\n",
       "      <td>0.003803</td>\n",
       "      <td>0.005300</td>\n",
       "      <td>-0.009937</td>\n",
       "      <td>-0.013967</td>\n",
       "      <td>0.015176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-06</th>\n",
       "      <td>-0.018451</td>\n",
       "      <td>-0.019736</td>\n",
       "      <td>0.015292</td>\n",
       "      <td>0.011695</td>\n",
       "      <td>-0.000580</td>\n",
       "      <td>...</td>\n",
       "      <td>0.016409</td>\n",
       "      <td>0.015424</td>\n",
       "      <td>0.024426</td>\n",
       "      <td>0.001871</td>\n",
       "      <td>0.027020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-07</th>\n",
       "      <td>0.001804</td>\n",
       "      <td>0.001744</td>\n",
       "      <td>0.039966</td>\n",
       "      <td>0.013127</td>\n",
       "      <td>0.007167</td>\n",
       "      <td>...</td>\n",
       "      <td>0.020175</td>\n",
       "      <td>0.036640</td>\n",
       "      <td>0.018973</td>\n",
       "      <td>0.026943</td>\n",
       "      <td>0.009779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-08</th>\n",
       "      <td>-0.011909</td>\n",
       "      <td>-0.026615</td>\n",
       "      <td>0.016223</td>\n",
       "      <td>0.000290</td>\n",
       "      <td>-0.011791</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.015103</td>\n",
       "      <td>0.013263</td>\n",
       "      <td>0.023608</td>\n",
       "      <td>0.023379</td>\n",
       "      <td>0.016780</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3087 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                AAPL      AVGO       AZO       CHD      CTAS  ...       NOC  \\\n",
       "Date                                                          ...             \n",
       "2010-01-06 -0.015906  0.007895 -0.009380  0.004793  0.002657  ...  0.003863   \n",
       "2010-01-07 -0.001849 -0.006267  0.013270 -0.011184  0.008706  ...  0.010320   \n",
       "2010-01-08  0.006648  0.007357 -0.012842 -0.002162  0.009756  ... -0.005540   \n",
       "2010-01-11 -0.008822  0.006260  0.001288 -0.004334 -0.004088  ...  0.001045   \n",
       "2010-01-12 -0.011375 -0.015033 -0.002187  0.025448 -0.013433  ...  0.001043   \n",
       "...              ...       ...       ...       ...       ...  ...       ...   \n",
       "2022-04-04  0.023693  0.012552  0.021205 -0.005426  0.012598  ... -0.005497   \n",
       "2022-04-05 -0.018942 -0.032653  0.012473  0.000893  0.005079  ...  0.003803   \n",
       "2022-04-06 -0.018451 -0.019736  0.015292  0.011695 -0.000580  ...  0.016409   \n",
       "2022-04-07  0.001804  0.001744  0.039966  0.013127  0.007167  ...  0.020175   \n",
       "2022-04-08 -0.011909 -0.026615  0.016223  0.000290 -0.011791  ... -0.015103   \n",
       "\n",
       "                ORLY      REGN      TSCO       UNH  \n",
       "Date                                                \n",
       "2010-01-06 -0.004409 -0.015139 -0.002084  0.009847  \n",
       "2010-01-07 -0.003126 -0.006068  0.013670  0.038377  \n",
       "2010-01-08 -0.008884 -0.008140 -0.000562 -0.009391  \n",
       "2010-01-11  0.005273  0.019286 -0.008058  0.006728  \n",
       "2010-01-12  0.018883 -0.013285  0.000378 -0.026428  \n",
       "...              ...       ...       ...       ...  \n",
       "2022-04-04  0.029097  0.005152  0.004279 -0.005014  \n",
       "2022-04-05  0.005300 -0.009937 -0.013967  0.015176  \n",
       "2022-04-06  0.015424  0.024426  0.001871  0.027020  \n",
       "2022-04-07  0.036640  0.018973  0.026943  0.009779  \n",
       "2022-04-08  0.013263  0.023608  0.023379  0.016780  \n",
       "\n",
       "[3087 rows x 13 columns]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# show the daily simple returns\n",
    "final_portfolio = pd.DataFrame()\n",
    "final_portfolio_returns = pd.DataFrame()\n",
    "for ticker in stocks_to_invest:\n",
    "    df3 = pd.read_csv(f\"stock_data/{ticker}.csv\", index_col = [0], parse_dates = [0]) \n",
    "    final_portfolio[ticker] = df3['Adj Close']\n",
    "    final_portfolio_returns[ticker] = df3['Adj Close'].pct_change().dropna()\n",
    "final_portfolio_returns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "8b476e5b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Making a heat map representing the correlation matrix\n",
    "title1 = \"Correlation Matrix for Portfolio 1\"\n",
    "\n",
    "plt.figure(figsize = (12, 10))\n",
    "sns.set(font_scale = 1.4)\n",
    "sns.heatmap(final_portfolio_returns.corr(), cmap = \"Reds\", annot = True, annot_kws = {\"size\": 15}, vmax = 0.5)\n",
    "plt.title(title1, fontsize = 22)\n",
    "plt.savefig('figures/final_portfolio_1_hm.png')\n",
    "plt.savefig('figures/final_portfolio_1_hm.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e1678335",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "8e5d5e9f",
   "metadata": {},
   "source": [
    "# Rough Work"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de73253f",
   "metadata": {},
   "outputs": [],
   "source": [
    "si.get_quote_table(ticker)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cd657d26",
   "metadata": {},
   "outputs": [],
   "source": [
    "si.get_stats_valuation(ticker)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5c68883a",
   "metadata": {},
   "outputs": [],
   "source": [
    "weights = np.empty(30); weights.fill(0.033)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9fcde085",
   "metadata": {},
   "outputs": [],
   "source": [
    "weights.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0b466959",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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