Data Analysis Social Media Analysis Built using PRAW and TextBlob
Reply Timeline
Line graph showing the timeline of comments and upvotes the post received.
Sentiment Distribution
Pie chart showing the sentiment distribution for the post.
Sentiment Timeline
Scatter plot showing sentiment distribution over time.
Total Comments and Replies
Bar graph showing how many comments fall into different sentiment levels and how many replies they have.
Total Comments and Upvotes
Bar graph showing which sentiment levels the upvoted comments fell into.
Logs
Snapshot of the logs created from scraping and plotting a Reddit post.
Project Description
Reddit post scraper and Sentiment Analysis plotter. This project can scrape data from a list of jobs, stores them in a database, and is able to plot the data into several graphs. The example images are for the reddit post:
Boris Johnson to resign as Prime MinisterProject Details
- External API calls to reddit's PRAW API
- Sentiment Analysis using TextBlob
- Reddit post data stored in a PostgreSQL database
- Plot Sentiment Analysis data using matplotlib