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Partnership Pipeline — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram
x402
Partnership Pipeline — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs three analytical reports on partnership pipeline data: a record quality audit, exact row deduplication, and an equal-width histogram for a chosen numeric field, all on up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Partnership pipeline — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied partnership pipeline records (qualified_partners, active_partners). 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
Three independent reports returned together: (1) a record quality audit highlighting missing values, invalid formats, and anomalies per row; (2) an exact row deduplication report identifying groups of identical records; (3) an equal-width histogram showing the frequency distribution of the chosen numeric field (qualified_partners or active_partners) across the specified number of bins.
Example use cases
Monthly partner data health check
“I just exported 150 rows from our CRM with fields row_id, company_group, date, qualified_partners, and active_partners — can you audit the record quality, remove exact duplicates, and give me a 10-bin histogram on qualified_partners so I know where our pipeline is concentrated?”
Detecting duplicate partner entries
“Our partner ops team suspects there are duplicate entries in this batch of 80 partnership records with qualified_partners and active_partners values. Run the exact row deduplication report on them and also give me the quality audit so I can clean up the dataset.”
Distribution analysis for active partners
“Can you take these 200 partnership pipeline rows and produce a 7-bin equal-width histogram for the active_partners field? Also run the quality audit and deduplication check while you're at it — I want all three reports in one shot.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-09-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a bundled, cost-efficient data profiling pass on a partnership pipeline dataset of up to 200 rows — specifically when you want quality auditing, deduplication, and histogram analysis together in a single $0.01 call without needing live lookups, predictions, or external integrations. Prefer alternatives if you need more than 200 rows, real-time partner scoring, or enrichment from external sources.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, company_group, date, qualified_partners, active_partners) causes schema rejection
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- bins value outside 1–30 range returns a validation error
- Numeric fields outside ±1,000,000,000,000 bounds are rejected
- Empty rows array is not accepted (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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