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Google Trends Data Access Options After pytrends Library Deprecation

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The popular pytrends Python library was archived on GitHub in April 2025 and no longer receives updates, causing scripts to fail with rate limit errors. Developers seeking Google Trends data now have several alternative options available. These include Google's official alpha API, free but unstable open-source libraries, and paid hosted API services. The choice depends on use case factors like budget, automation needs, and tolerance for maintenance. Rate limiting remains a significant challenge regardless of the method chosen.

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Google Trends Data Access Options After pytrends Library Deprecation · ShortSingh