Play Store Analysis

Overview

A tool to fetch Play Store reviews, categorize them, and identify recurring issues. Used for Punjab College app analysis — identified video lag and playback problems from user feedback. Python with sentiment analysis and web scraping.

What I Built

• Play Store scraping — fetch reviews for any app
• Categorization — group reviews by topic (e.g. video, login, performance)
• Issue identification — surface recurring problems from user feedback
• Sentiment analysis — measure sentiment per category
• Punjab College case study — pinpointed video lag and playback issues

Tech Stack

• Language: Python
• Scraping: Play Store APIs or web scraping
• NLP: sentiment analysis (TextBlob, VADER, or transformers)
• Output: reports, dashboards, or structured exports

Outcome

Actionable product insights from user feedback. Directly helped identify and prioritize video-related bugs in the Punjab College app.