IBM Data Science project assignment - Analyze Stock Data

In this lab I'm Analyze and Visualize Stock Data of Tesla and GameStop Revenue using data from Yahoo Finance API. And others stocks like Apple, AMD, Netflix and Amazon.

Demonstration of Result

Plot Tesla Stock Graph

run code path: stock-analyze\main.py

Plot GameStop Stock Graph

run code path: stock-analyze\main.py

Plot Apple Stack data Graph

run code path: stock-graph\apple_stock_data_graph.py

Using Technology

Jupyter Notebook
IBM cloud, IBM Watson Studio
Yahoo Finance API
Webscraping using BeautifulSoup
yfinance to extract stock data
pandas
matplotlib
plotly

Installation

You can 1. clone nessacarry graphs file 2. install dependencies 3. run this code and you must see results of stock graph visualization with matplotlib and plotly.

Resources