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Scrapfly publishes guide on scraping Google Play app reviews and metadata with Python

Scrapfly released a tutorial showing how to extract full Google Play app reviews, ratings, and metadata using Python, bypassing the typical few-hundred-review limit of free libraries.

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Extraction & Parsing Primary source analysis / significance 2

Briefing

Why it matters

This guide addresses a common pain point for developers and data analysts who need comprehensive app store data for competitive analysis, market research, or monitoring. By demonstrating how to overcome the review ceiling, it highlights the ongoing cat-and-mouse game between extraction tools and platform restrictions, and provides a practical resource for practitioners.

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Topics: Scrapfly, Google Play, google-play, app-reviews, python, web-scraping, tutorial