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letterboxd-scraping

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This Chrome extension leverages the Flask web framework for Python, as well as the automated-testing tool Selenium, to scrape film ratings from a given Letterboxd profile. Upon clicking the extension icon while on a valid Letterboxd profile, the extension fetches the ratings data, converts it into a CSV file and downloads it in the current browser.

  • Updated May 7, 2024
  • Python

Letterboxd Scraper — free, open-source Letterboxd scraper. Unlimited films, ratings, reviews & diaries as clean JSON, no API key, no proxies.

  • Updated Sep 19, 2026
  • HTML

This is a small-scale full-stack project: A GO-based web crawler that takes 2–6 Letterboxd profiles, scrapes their public film ratings, and finds overlaps between them. The result is visualized on the frontend using a TanStack table and a Nivo heatmap. You can then interact with the data (sorting, filtering, and so on).

  • Updated Sep 3, 2025
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