File size: 133,782 Bytes
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8516d7b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import yfinance as yf\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# Fetch historical data for Bitcoin and S&P 500 over the last 5 years\n",
    "btc_hist = yf.Ticker(\"BTC-USD\").history(period=\"5y\")\n",
    "sp500_hist = yf.Ticker(\"^GSPC\").history(period=\"5y\")\n",
    "\n",
    "# Set the plot background to black\n",
    "plt.style.use('dark_background')\n",
    "\n",
    "# Plot Bitcoin closing prices\n",
    "plt.figure(figsize=(12, 7))\n",
    "btc_line, = plt.plot(btc_hist.index, btc_hist['Close'], label='BTC-USD', color='blue', linewidth=1)\n",
    "\n",
    "# Plot S&P 500 closing prices on a secondary y-axis\n",
    "sp500_ax = plt.gca().twinx()\n",
    "sp500_line, = sp500_ax.plot(sp500_hist.index, sp500_hist['Close'], label='S&P 500', color='yellow', linestyle='--', linewidth=1)\n",
    "\n",
    "# Enhance plot\n",
    "plt.title('Bitcoin (BTC-USD) vs. S&P 500 - Last 5 Years', color='white')\n",
    "btc_line.axes.set_xlabel('Date', color='white')\n",
    "btc_line.axes.set_ylabel('BTC Closing Price (USD)', color='blue')\n",
    "sp500_ax.set_ylabel('S&P 500 Closing Price', color='yellow')\n",
    "lines = [btc_line, sp500_line]\n",
    "labels = [l.get_label() for l in lines]\n",
    "plt.legend(lines, labels, loc='upper left')\n",
    "plt.grid(True, color='gray')\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b4451512",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}