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Forum Topic Activity — Record Quality Audit + Secondary-Measure Weighted Mean
x402
Forum Topic Activity — Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Performs a data quality audit and a secondary-measure weighted mean calculation on forum topic activity records (thread_count, reply_count) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Forum topic activity — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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, missing values, or anomalies in the supplied forum activity rows, and (2) a secondary-measure weighted mean calculation for the specified field (thread_count or reply_count) across all supplied rows. No external lookups or predictions are made.
Example use cases
Forum channel engagement quality check
“I have 120 rows of daily forum data with thread_count and reply_count across several channel groups from last month — can you audit the data quality and also give me a weighted mean of thread_count across those records?”
Detecting bad data in reply metrics
“Run a record quality audit on my forum topic activity dataset — about 80 rows with dates, channel groups, thread counts, and reply counts — and flag anything suspicious, then give me the weighted mean for reply_count.”
Summarizing weighted forum activity by channel
“I've got forum activity data for 200 rows across groups like 'news' and 'general' with daily thread and reply counts — please do a quality audit and compute the secondary-measure weighted mean on the thread_count field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-22-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of up to 200 forum activity records and need both a data quality audit and a weighted mean statistic in a single API call. It is ideal for local, offline-style analytics on supplied data without requiring any external data lookup or live feeds. Prefer it over general-purpose analytics platforms when working within a paid-per-call agent pipeline and needing two structured reports at low cost ($0.01 USDC).
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, channel_group, date, thread_count, reply_count) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection
- Empty rows array — error response
- Invalid field enum value (not thread_count or reply_count) — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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