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Forum Topic Activity Analyzer — Quality Audit, Deduplication & Grouped Summary
x402
Forum Topic Activity Analyzer — Quality Audit, Deduplication & Grouped Summary 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 three local analytical reports (record quality audit, exact row deduplication, grouped numeric summary) on submitted forum topic activity data containing thread and reply counts.
Price / call$0.01
Success—
StatusUnknown
How this service works
Forum topic activity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied forum topic activity records (thread_count, reply_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values in the submitted rows; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary aggregating thread_count or reply_count by channel_group. All processing is performed locally on the supplied data with no external lookups.
Example use cases
Community forum data quality check
“I have a batch of forum activity records with thread counts and reply counts across different channel groups. Can you run a quality audit on them, deduplicate any exact duplicate rows, and give me a grouped summary of thread_count by channel group? I'll provide up to 150 rows.”
Deduplicate scraped forum metrics
“We scraped forum activity data from multiple sources and there are likely duplicate rows. Can you run exact row deduplication on these records, flag any quality issues, and summarize reply_count grouped by channel_group? Here are the rows with row_id, date, channel_group, thread_count, and reply_count.”
Pre-analysis forum engagement audit
“Before I run my own analysis, can you audit these forum topic activity records for missing values or bad data, identify duplicate entries, and give me a numeric summary grouped by channel group? I want to use thread_count as the field to summarize, and I have about 80 rows to check.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-22-211?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have raw forum topic activity data (thread counts, reply counts, channel groups) that needs simultaneous quality auditing, deduplication, and grouped summarization in a single low-cost call. Prefer this over general-purpose analytics when your data fits the specific schema (row_id, date, channel_group, thread_count, reply_count) and you need all three reports at once without any external data enrichment or prediction.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, channel_group, date, thread_count, reply_count) in any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Invalid field selector (must be thread_count or reply_count) — enum validation error
- Numeric values outside allowed range (-1e12 to 1e12) — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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