{"uid":"cap_wMcsuv58yd3qv5GhmDAXL","slug":"partnership-pipeline-data-quality-suite-audit-deduplication-numeric-66ba47c0","name":"Partnership Pipeline Data Quality Suite — Audit, Deduplication & Numeric Distribution","description":"Partnership pipeline — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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-09-210?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_Uw14BhzsRRc_M_5vNaPXJ","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 (record quality audit, exact row deduplication, and numeric distribution) on partnership pipeline data containing qualified_partners and active_partners fields, for up to 200 rows.","exampleAgentPrompt":"Can you audit my partnership pipeline data for quality issues, find any exact duplicate rows, and show me the numeric distribution for qualified_partners? Here are up to 200 rows with row_id, company_group, date, qualified_partners, and active_partners fields.","exampleUseCases":[{"title":"Pre-reporting partnership data cleanup","prompt":"Before I send this quarter's partner report, can you check my pipeline records for data quality issues, flag any exact duplicate rows, and show the numeric distribution of qualified_partners across all my company groups and dates?"},{"title":"Onboarding data integrity check","prompt":"I just imported 150 rows of partnership data with company_group, date, qualified_partners, and active_partners columns — can you audit them for quality problems, deduplicate any identical rows, and give me a distribution breakdown for active_partners?"},{"title":"Weekly partner pipeline health review","prompt":"Run a quick health check on my weekly partnership snapshot — I need a record quality audit, exact duplicate detection, and a numeric distribution report for the qualified_partners field across these 80 rows."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values per row; (2) an exact row deduplication report identifying identical records; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected numeric field (qualified_partners or active_partners). All computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, date, company_group, qualified_partners, active_partners) cause validation errors","Date strings not matching YYYY-MM-DD pattern fail schema validation","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array returns an error","Invalid field enum value (not 'qualified_partners' or 'active_partners') causes rejection"],"whenToPreferThis":"Choose this endpoint when you have partnership pipeline data (with qualified_partners and active_partners metrics) and need three standard analytical reports in a single low-cost call: data quality auditing, exact duplicate detection, and numeric distribution analysis. Ideal for pre-processing CRM exports, validating imported partner data, or routine pipeline health checks without needing external enrichment or live data sources.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:48.483Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-data-quality-suite-audit-deduplication-numeric-66ba47c0"}