{"uid":"cap_rnsB8io_q_sc3GmnaZgbe","slug":"partnership-pipeline-record-quality-audit-exact-row-deduplication-96493a07","name":"Partnership Pipeline — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-09-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_a-ganZh_7B30mkOdSWV_Y","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: a record quality audit, exact row deduplication, and an equal-width histogram for a chosen numeric field, all on up to 200 supplied rows.","exampleAgentPrompt":"Can you audit the quality of my partnership pipeline records, flag any exact duplicate rows, and generate a 5-bin histogram for qualified_partners? Here are my rows: [{\"row_id\":\"r1\",\"company_group\":\"group-a\",\"date\":\"2025-01-10\",\"qualified_partners\":50,\"active_partners\":12},{\"row_id\":\"r2\",\"company_group\":\"group-b\",\"date\":\"2025-01-11\",\"qualified_partners\":80,\"active_partners\":20}].","exampleUseCases":[{"title":"Monthly partner data health check","prompt":"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?"},{"title":"Detecting duplicate partner entries","prompt":"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."},{"title":"Distribution analysis for active partners","prompt":"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."}],"resultDescription":"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.","failureModes":["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)"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:16.783Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-record-quality-audit-exact-row-deduplication-96493a07"}