IBM-Python-Project-for-Data-Science

The repository contains 3 projects

Project 1. Extracting Stock Data Using a Web Scraping

Not all stock data is available via API in this project; Use web-scraping to obtain financial data. Using beautiful soup I extracted historical share data from a web-page.

Table of Contents

Downloading the Webpage Using Requests Library
Parsing Webpage HTML Using BeautifulSoup
Extracting Data and Building DataFrame

Project 2. Extracting Stock Data Using a Python Library

A company's stock share is a piece of the company more precisely: A stock (also known as equity) is a security that represents the ownership of a fraction of a corporation. This entitles the owner of the stock to a proportion of the corporation's assets and profits equal to how much stock they own. Units of stock are called "shares." An investor can buy a stock and sell it later. If the stock price increases, the investor profits, If it decreases,the investor with incur a loss. Determining the stock price is complex; it depends on the number of outstanding shares, the size of the company's future profits, and much more. People trade stocks throughout the day the stock ticker is a report of the price of a certain stock, updated continuously throughout the trading session by the various stock market exchanges. I assumed the role of a data scientist working for a hedge fund; it's my job to determine any suspicious stock activity. In this project I extracted stock data using a Python library. I used the yfinance library, it allows users to extract data for stocks returning data in a pandas dataframe.

Table of Contents

Using yfinance to Extract Stock Info
Using yfinance to Extract Historical Share Price Data
Using yfinance to Extract Historical Dividends Data

Project 3. Extracting and Visualizing Stock Data

Description Extracting essential data from a dataset and displaying it is a necessary part of data science; therefore individuals can make correct decisions based on the data. In this project, I extracted some stock data, and displayed the data in a graph.

Table of Contents

Define a Function that Makes a Graph
Use yfinance to Extract Stock Data
Use Webscraping to Extract Tesla Revenue Data
Use yfinance to Extract Stock Data
Use Webscraping to Extract GME Revenue Data
Plot Tesla Stock Graph
Plot GameStop Stock Graph

License

Dalbee/IBM-Python-Project-for-Data-Science

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