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Game Analytics & MonetizationThis API provides automated access to extensive, organized, and stable datasets related to game content such as weapons, gear, loot, and tasks, enabling developers to build tools, applications, or analyses without manual web scraping. Key features include automatic discovery of new data categories, JSON responses optimized for easy parsing, support for filtering, sorting, pagination, and an interactive playground for testing requests, addressing issues of data reliability, maintenance, and ease of integration for gaming communities, tool builders, and researchers seeking accurate and up-to-date public game information.
GZW Data can be found in Game Analytics & Monetization categories.
Questions and answers
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When the GZW wiki changes or removes an item, how do you detect and verify that change before it appears in the API?
Asked by SaaS Browser · November 2, 2026
Answered by ZoniBoy . from GZW Data · November 2, 2026
Changes reach the API through a staged update process. The scraper runs weekly, or manually when needed, and compares its output against the existing API datasets. It reports added, removed and changed items, changed fields, schema changes, and scraper errors. MediaWiki revision IDs are also recorded for source traceability.
Before publication, the scraper validates the records and protects existing data against empty results and suspicious count drops greater than 70%. The workflow then runs the API tests and validates dataset counts, field types and metadata consistency.
The resulting update is submitted as a pull request rather than pushed directly to production. Removed items and potentially breaking schema changes are flagged for human review, with the scrape report and logs attached to the workflow run. The API serves the repository’s published snapshot rather than fetching wiki changes live.
There are limits: these checks verify the captured data and API compatibility; they do not automatically prove that a wiki removal was intentional or correct. That requires checking the source page or its history during review. Entire categories that disappear or become empty can also retain their previous data, so those cases need explicit review and cleanup.
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