{"uid":"cap_UBxg_Z1FdksxnoQd0Qh3G","slug":"partnership-pipeline-exact-row-deduplication-iqr-outlier-flags-38e9e166","name":"Partnership Pipeline — Exact Row Deduplication + IQR Outlier Flags","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-09-049?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_R41jFpBja23xjz2foH87t","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":"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.","exampleAgentPrompt":"Can you deduplicate my partnership pipeline records and flag any IQR outliers in the qualified_partners field? I have about 50 rows with row_id, company_group, date, qualified_partners, and active_partners columns.","exampleUseCases":[{"title":"Partner data audit before quarterly review","prompt":"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?"},{"title":"Detecting anomalous active partner counts","prompt":"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?"},{"title":"Pre-analysis data quality check for partner CRM export","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:47.425Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-exact-row-deduplication-iqr-outlier-flags-38e9e166"}