jaime-garvey / predicting-trump-effect-on-market

Project Luther - Data Scrapping, Linear Regression

Trump Effect on the US Stock Market

This project used data from Twitter in order to predict whether or not the sentiment of Donald Trump's tweets will affect stock market performance.

Target Question

How does senitment about Trump affect the US Stock Market?

Files

1. 01 - Data Aquisition
2. 02 - Data Cleaning

Run

Install

• Pandas
• Numpy
• Matplotlib
• Jupyter Notebook

Run

1. Open Jupyter Notebook: In a terminal, navigate to the project directory and run the following command: jupyter notebook

Data

Features

Target

Data Sources

• Yahoo Finance Financial Data
• DJIA HIstorical Data
• Trump Twitter Archive
• Google Trends Data
• Five Thirty Eight Trump Approval Rating Data