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Partnership Pipeline — Exact Row Deduplication + IQR Outlier Flags
x402
Partnership Pipeline — Exact Row Deduplication + IQR Outlier Flags 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).
Deduplicates exact rows and flags IQR-based outliers in partnership pipeline records (qualified_partners, active_partners) for up to 200 rows, producing 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Partnership pipeline — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied partnership pipeline records (qualified_partners, active_partners). 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
Two analytical reports: (1) an exact row deduplication report identifying duplicate records across the supplied partnership pipeline rows, and (2) an IQR outlier flagging report highlighting statistically anomalous values in the selected numeric field (qualified_partners or active_partners). Both reports are generated from the supplied data using local analytical engines with no external lookups.
Example use cases
Partner data audit before quarterly review
“I need to clean up our partnership pipeline data before the quarterly review — can you run exact row deduplication and flag any statistical outliers in qualified_partners across these 80 rows grouped by company_group and date?”
Detecting anomalous active partner counts
“Some of our active_partners numbers look suspicious — can you check these 120 partnership records for exact duplicates and use IQR analysis to flag any outlier values in the active_partners field?”
Pre-analysis data quality check for partner CRM export
“I exported about 150 rows from our partner CRM and want to make sure the data is clean — please deduplicate any exact duplicate rows and flag outliers in qualified_partners so I know what to investigate before I run my analysis.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-09-049?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact duplicate detection and IQR-based outlier flagging on partnership pipeline data (qualified_partners and active_partners) in a single low-cost call. Ideal for pre-analysis data quality checks on datasets up to 200 rows when no external data enrichment, prediction, or live lookup is needed — just local statistical analysis on supplied records.
Side effects
- Exceeding 200 row limit returns an error or truncation
- Missing required fields (row_id, company_group, date, qualified_partners, active_partners) causes validation failure
- Invalid date format (not YYYY-MM-DD) triggers schema validation error
- Numeric values outside allowed range (-1T to +1T) are rejected
- Empty rows array returns an error
- Payment not processed results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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