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Join Coverage Analytics: Exact Row Deduplication + Category Frequencies
x402
Join Coverage Analytics: Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Performs exact row deduplication and category frequency analysis on up to 200 join coverage records (matched_rows, source_rows) for $0.01 USDC, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Join coverage — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied join coverage records (matched_rows, source_rows). 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) an exact row deduplication report identifying and removing identical rows from the supplied join coverage records, and (2) a category frequency report showing how many times each unique dataset_group value appears across the input rows. Both reports operate on the up to 200 supplied rows with no external lookups.
Example use cases
ETL pipeline join quality audit
“I have 50 join coverage records from our nightly ETL run — can you find any exact duplicate rows and tell me how frequently each dataset_group appears? Each row has a row_id, date, matched_rows, source_rows, and dataset_group.”
Data warehouse match rate review
“After our latest data warehouse merge, I have 120 rows of join coverage results with matched_rows and source_rows values across groups like 'customers', 'orders', and 'products'. Can you deduplicate the rows and give me category frequency counts per group?”
QA check on join coverage exports
“We exported join coverage data from our QA environment — around 80 rows across groups 'alpha' and 'beta' dated from 2026-09-01 to 2026-09-30. Can you run exact row deduplication and show me how many records fall into each dataset_group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-09-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 join coverage records and need both exact row deduplication and category frequency analysis in a single low-cost call ($0.01 USDC). It is ideal for data engineers or analysts who want a quick, offline analytical pass on join result datasets without spinning up a database or analytics pipeline. Prefer this over generic analytics services when your data specifically involves matched_rows and source_rows join coverage metrics grouped by dataset_group.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, dataset_group, date, matched_rows, source_rows) — validation error
- Date field does not match YYYY-MM-DD pattern — validation error
- Numeric fields (matched_rows, source_rows) outside allowed range — validation error
- Empty rows array (minItems:1 not met) — validation error
- Payment of 0.01 USDC not completed via x402 protocol — unauthorized
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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