Selected workEugene TurData Analyst
Community analysis / Python

Reddit SQL Community Analysis

Collecting posts and comments, then exploring topics and sentiment.

The question

What topics appear in the collected SQL-community posts and comments?

My work

The original write-up documents collection, preparation, charts and text classifiers. Evidence is limited to that write-up and screenshots; no matching notebook is linked.

The deliverable

An original process write-up with code and output screenshots.

Original Datalore chart showing the distribution of collected SQL-community posts by year.
Original exploratory chart from my previous portfolio.View full size

A study using the Reddit API and Pandas to collect SQL-community posts and comments, then explore posting years, topics, sentiment and emotions.

Business context

The project asks what people discuss in the SQL community and how the collected posts and comments can be explored with charts and text-analysis tools.

Technical highlights

  • Collected posts and comments with PRAW and exported data frames to CSV.
  • Converted timestamps, joined posts to comments and removed missing comments.
  • Explored posting years and recurring terms, then applied sentiment and emotion models.
PythonPRAWPandasExploratory analysisWord clouds

Scope & source

The available evidence is the original write-up and screenshots; a matching notebook was not located in the inspected GitHub branches. This sample does not establish wider hiring-market trends.

Discuss an opportunity

Email me about the role, team or project.

DIRECT EMAILyewhenturpl@gmail.com
Open email app