Auditability
Data Sources
| Platform | Collector | Status | Available fields | Limitation |
|---|---|---|---|---|
| Meta Content Library CSV import | manual_import | textpublished_atreactionscommentsviewsshares | Researcher-exported downloadable subset; manual refresh, not a live API feed. Coverage excludes ineligible producers. Missing metrics remain unavailable; metric observation time is the supplied export time. MCL links require research access. | |
| Meta Content Library CSV import | manual_import | textpublished_atreactionscommentsviews | Researcher-exported downloadable subset; manual refresh, not a live API feed. Coverage excludes ineligible producers. Missing metrics remain unavailable; metric observation time is the supplied export time. MCL links require research access. | |
| news_rss | scheduled collection | active | Automatically collected candidate events; human verification required. | |
| telegram | Telethon / Telegram MTProto user API | ready_after_credentials | post texttimestampviewsforwardsreactionsreply count where availablepublic subscriber count | Set TELEGRAM_API_ID and TELEGRAM_API_HASH. |
| tiktok | Apify / clockworks/tiktok-scraper | collector_error | public video captiontimestampviewslikescommentssharespublic follower count | ApifyApiError: Your remaining usage of $0.351282 this billing cycle isn't enough for this run. Increase your limit by upgrading to a paid plan at https://console.apify.com/billing/subscription |
| x | Official X API v2 | active | public post texttimestamplikesrepliesreposts/quotesviews where returnedpublic follower count | Requires X_BEARER_TOKEN and API credits. Only researcher-approved accounts are collected. |