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Community Participation String Normalisation and Exact Row Deduplication
x402
Community Participation String Normalisation and Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-04).
Normalises strings and deduplicates exact rows in community participation records (active_members, post_count) for up to 200 rows, returning 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Community participation — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied community participation records (active_members, post_count). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two analytical reports: one covering string normalisation findings (e.g. case and whitespace corrections in channel_group and date fields) and one covering exact row deduplication results (identifying which rows are exact duplicates). Results are generated locally from the supplied data with no external lookups.
Example use cases
Forum channel deduplication before reporting
“I have 120 rows of community forum data with channel_group, date, active_members, and post_count — can you run string normalisation and exact deduplication on them and tell me which rows were duplicates?”
Slack workspace participation data cleanup
“My Slack workspace export has messy channel names and I suspect some duplicate date entries in the active_members and post_count columns — can you normalise the strings and deduplicate the rows across these 80 records?”
Monthly community metrics quality check
“Before I publish this month's community health report, can you check these 200 rows of participation data for inconsistent string formatting and exact row duplicates across the channel_group, date, active_members, and post_count fields?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-05-020?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have community participation data (active_members, post_count by channel_group and date) that needs both string field normalisation and exact duplicate row detection in a single low-cost call. Best for small-to-medium batches up to 200 rows where you want two focused data quality reports without any external data enrichment or prediction.
Side effects
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, channel_group, date, active_members, post_count) causes row rejection
- Invalid date format (must match YYYY-MM-DD pattern) causes validation error
- Numeric values outside the allowed range cause schema rejection
- Empty rows array returns error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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