{ "cells": [ { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# Google Search Trend and Stock Price Tracker\n", "\n", "> The following [Jupyter notebook](https://jupyter.org) supports use of the [pyrends API](https://pypi.org/project/pytrends/) for querying changes in Google search trends and the [Polygon.io API](https://polygon.io/) for querying changes in a given public stock price. The notebook will generate a simple graph to show how these changes may corrolate over a selected time period. When running the notebook locally, be sure to add your Polygon.io API key to the stocks.py file (may be found in the src/ directory)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: Import Libraries\n", "Import pytrends, pandas, datetime, matplotlib and seaborn goodies, and homemade classes Stocks and Google." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from pytrends.request import TrendReq\n", "import pandas as pd\n", "import datetime as dt\n", "from datetime import timedelta\n", "\n", "from pytrends_support_hvk import google_trends\n", "from stock_api_call.stocks import Stocks\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "from pandas.plotting import register_matplotlib_converters\n", "import seaborn as sns\n", "register_matplotlib_converters()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Set Variables\n", "Declare Google search terms, days for analysis (max = 250), and stock ticker." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "kw_list = \"vaccine\"\n", "days = 250\n", "stock_ticker = \"JNJ\"\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3: Run APIs\n", "Query Google Trends and Closing Stock Prices with selected variables. Tweak results (add index to Google dataframe and change dates to datetime objects in Stocks dataframe)." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "google_trends = google_trends.Google (kw_list, days)\n", "stock_trends = Stocks (stock_ticker, days)\n", "gtf = google_trends.trends()\n", "gtf = gtf.reset_index()\n", "stf = stock_trends.stocks()\n", "stf['Dates'] = pd.to_datetime(stf['Dates'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 4: Merge results into one Trends table\n", "Save as .csv for playing around with" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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datevaccineisPartialDatesClosing Price
02020-09-085False2020-09-08147.26
12020-09-096False2020-09-09149.70
22020-09-105False2020-09-10146.91
32020-09-114False2020-09-11147.78
42020-09-144False2020-09-14148.35
..................
1672021-05-0730False2021-05-07168.50
1682021-05-1029False2021-05-10170.27
1692021-05-1133False2021-05-11168.88
1702021-05-1231False2021-05-12168.20
1712021-05-1340False2021-05-13169.96
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172 rows × 5 columns

\n", "
" ], "text/plain": [ " date vaccine isPartial Dates Closing Price\n", "0 2020-09-08 5 False 2020-09-08 147.26\n", "1 2020-09-09 6 False 2020-09-09 149.70\n", "2 2020-09-10 5 False 2020-09-10 146.91\n", "3 2020-09-11 4 False 2020-09-11 147.78\n", "4 2020-09-14 4 False 2020-09-14 148.35\n", ".. ... ... ... ... ...\n", "167 2021-05-07 30 False 2021-05-07 168.50\n", "168 2021-05-10 29 False 2021-05-10 170.27\n", "169 2021-05-11 33 False 2021-05-11 168.88\n", "170 2021-05-12 31 False 2021-05-12 168.20\n", "171 2021-05-13 40 False 2021-05-13 169.96\n", "\n", "[172 rows x 5 columns]" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trends = pd.merge(left=gtf, \n", " right=stf, \n", " how='inner',\n", " left_on='date', \n", " right_on='Dates')\n", "trends.to_csv(\"trends.csv\", index = False)\n", "trends" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 5: Create a Pretty Graph\n", "Using Seaborn" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with sns.axes_style('darkgrid'):\n", " plt.figure(figsize=(8,4), dpi=200)\n", " plt.xticks(fontsize=10, rotation = 45)\n", " plt.title(f'Web Search Index for \"{kw_list}\" and Corresponding {stock_ticker} Price', fontsize=14)\n", "\n", " ax1 = plt.gca()\n", " ax2 = plt.twinx()\n", " \n", " sns.lineplot(x= trends['date'], y=trends[kw_list], data=trends, palette=\"tab10\", linewidth=2.5, ax=ax1)\n", " sns.lineplot(x = trends['date'], y = trends['Closing Price'], data=trends, color = \"orange\", linewidth=2.5, ax=ax2)\n", " \n", " ax1.set_ylabel('Google Search Index', fontsize=12, color='blue')\n", " ax2.set_ylabel('Stock Price', fontsize=12, color='orange')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "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": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 4 }