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Partnership Pipeline Duplicate Key Report & Missing Value Fill
x402
Partnership Pipeline Duplicate Key Report & Missing Value Fill 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).
Analyzes up to 200 partnership pipeline records to produce a duplicate key report and fill missing values in qualified_partners or active_partners using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Partnership pipeline — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill 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
Returns two independent reports: (1) a duplicate key report identifying rows with repeated key combinations, and (2) a missing-value fill report showing which rows had null values in the selected field (qualified_partners or active_partners) and what values were substituted using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed on the supplied rows.
Example use cases
Clean partner pipeline before quarterly review
“I need to prep my partnership pipeline data for the quarterly review — can you check for any duplicate row IDs and fill in any null qualified_partners values using the median? Here are my 80 rows with row_id, company_group, date, qualified_partners, and active_partners.”
Impute missing active_partners with zero
“Some of my active_partners entries are missing in my partner records. Can you fill those nulls with zero and also flag any duplicate keys in the dataset? I have about 150 rows with row_id, company_group, and date.”
Data quality audit for onboarding pipeline
“Can you run a duplicate key report and use mean imputation to fill missing qualified_partners values across my partner onboarding pipeline? I've got 120 rows I want cleaned up before loading them into our CRM.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-09-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local data-quality processing on partnership pipeline records specifically — detecting duplicate keys and imputing missing numeric values in a single paid call. It is ideal for pre-processing small-to-medium batches (up to 200 rows) before loading into downstream systems, with no need for external data lookups or predictions. Prefer this over general-purpose ETL tools when you want a simple, pay-per-use microservice scoped to qualified_partners and active_partners fields.
Side effects
- Input array is empty or exceeds 200 rows — validation error returned
- Required fields (row_id, company_group, date) missing from one or more rows — schema validation failure
- Invalid date format not matching YYYY-MM-DD pattern — rejected row or error
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema rejection
- Invalid method enum value (not zero/mean/median) — request rejected
- Invalid field enum value (not qualified_partners/active_partners) — request rejected
- Payment of 0.01 USDC not fulfilled — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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