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Forum Topic Activity — Record Quality Audit + Adjacent Row Changes
x402
Forum Topic Activity — Record Quality Audit + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Runs two local analytical reports (record quality audit and adjacent row changes) on up to 200 rows of forum topic activity data (thread_count, reply_count) for a chosen field.
Price / call$0.01
Success—
StatusUnknown
How this service works
Forum topic activity — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied forum topic activity records (thread_count, reply_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
Returns two independent analytical reports: (1) a record quality audit highlighting data issues such as nulls, out-of-range values, or formatting problems in the selected field across the submitted rows, and (2) an adjacent row changes report showing row-over-row deltas for the selected field (thread_count or reply_count). Both reports are computed locally with no external lookups.
Example use cases
Forum data quality check before reporting
“I have a dataset of forum activity records with thread counts and reply counts across multiple channel groups over the past month — can you run a record quality audit on the thread_count field and flag any bad rows or adjacent changes that look off?”
Detecting engagement drops between days
“Can you analyze these 50 rows of daily forum topic activity data and show me the adjacent row changes for reply_count so I can see where engagement dropped or spiked between consecutive days?”
Validating channel group data consistency
“Before I use this forum dataset in my dashboard, can you do a quality audit on these records across channel groups and also compute the day-over-day changes in thread_count so I can spot any inconsistencies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-22-011?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to quickly audit data quality and compute consecutive row differences on forum topic activity data (thread counts and reply counts) without any external lookups or live data. It is well-suited for pre-processing pipelines where you want to validate forum engagement records and detect step changes before further analysis. Prefer it over general-purpose analytics tools when you specifically need both a quality audit and adjacent row diff in a single lightweight, low-cost call.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, channel_group, date, thread_count, reply_count) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- field enum value not 'thread_count' or 'reply_count' causes rejection
- Empty rows array (minItems: 1 not met) causes error
- Payment of 0.01 USDC not included or fails — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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