{"uid":"cap_3Uoyh5csql4PfvYFHCFot","slug":"partnership-pipeline-data-quality-suite-audit-deduplication-outlier-721d472e","name":"Partnership Pipeline Data Quality Suite — Audit, Deduplication & Outlier Detection","description":"Partnership pipeline — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-09-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","qualified_partners","active_partners"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"active_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"qualified_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","active_partners":1,"qualified_partners":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","active_partners":2,"qualified_partners":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":30}],"maxItems":200,"minItems":1},"field":{"enum":["qualified_partners","active_partners"],"type":"string","default":"qualified_partners"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm__ygkkKse51xkuZWpAHkw9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three analytical reports on partnership pipeline data: record quality audit, exact row deduplication, and IQR-based outlier flagging for qualified_partners and active_partners fields.","exampleAgentPrompt":"Can you run a full data quality check on my partnership pipeline — I need the record audit, deduplication, and IQR outlier flags for the qualified_partners field across these rows for group-a and group-b from October 2026?","exampleUseCases":[{"title":"Pre-analysis partner data cleansing","prompt":"Before I run my quarterly partnership report, can you audit these 50 partner pipeline rows for quality issues, find any exact duplicates, and flag outliers in qualified_partners — the data covers multiple company groups from Q3 2026?"},{"title":"Detecting inflated active partner counts","prompt":"Something looks off in our active_partners numbers for some company groups — can you run IQR outlier detection plus a full record quality audit and deduplication check on these 120 rows of partnership data?"},{"title":"Validating imported partnership records","prompt":"We just imported partner records from three regional teams and I need to verify the data is clean — please run the quality audit, find duplicate rows, and flag any IQR outliers in the qualified_partners field for all 180 rows?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or invalid fields; (2) an exact row deduplication report listing duplicate records; and (3) IQR-based outlier flags for the selected numeric field (qualified_partners or active_partners), all computed locally without external lookups.","failureModes":["Exceeding 200 rows returns an error — batch must be split","Missing required fields (row_id, date, company_group) causes validation failure","Invalid date format (non-YYYY-MM-DD) rejected by schema","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array not accepted (minimum 1 row required)","Invalid field enum value (not qualified_partners or active_partners) causes error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 partnership pipeline records and need a combined data quality pass — quality audit, deduplication, and outlier detection — in a single cheap call ($0.01 USDC). Ideal for pre-processing partner data before reporting or ingestion, when no live lookup or prediction is needed and all analysis is purely on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:13.948Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-data-quality-suite-audit-deduplication-outlier-721d472e"}