{"uid":"cap_ho0MVNjTFGrzShbQUfPqd","slug":"partnership-pipeline-numeric-distribution-iqr-outlier-flags-c922185a","name":"Partnership Pipeline Numeric Distribution & IQR Outlier Flags","description":"Partnership pipeline — Numeric distribution + IQR outlier flags: Numeric distribution + 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-09-080?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_NZliRPNGEzGa0KoR9cvii","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":"Computes numeric distribution statistics and IQR-based outlier flags for qualified_partners and active_partners fields across up to 200 partnership pipeline records.","exampleAgentPrompt":"Can you analyze the numeric distribution and flag IQR outliers for the qualified_partners field in my partnership pipeline data? Here are the rows: row-1 / group-a / 2025-01-01 / qualified=10 / active=1, row-2 / group-b / 2025-01-02 / qualified=200 / active=2, row-3 / group-a / 2025-01-03 / qualified=12 / active=3.","exampleUseCases":[{"title":"Outlier detection in partner onboarding funnel","prompt":"I have 50 rows of partner pipeline data by company group and date — can you run IQR outlier detection on the qualified_partners field and show me which records look anomalous? I'll paste the rows now."},{"title":"Monthly distribution review for active partners","prompt":"Run a numeric distribution report on the active_partners field for my 120 pipeline records across groups A, B, and C for Q1 2025 — I want to see where the outliers are using IQR."},{"title":"Data quality check on partnership metrics","prompt":"Before I present this partnership report, can you check the statistical distribution of both qualified_partners and active_partners across these 80 records and flag any IQR outliers so I can clean up the data first?"}],"resultDescription":"Two independent statistical reports — one per analyzed field — each containing numeric distribution metrics (min, max, mean, median, quartiles) and IQR-based outlier flags identifying which rows fall outside expected ranges, covering up to 200 supplied partnership pipeline records.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, company_group) in any row causes validation error","Date strings not matching YYYY-MM-DD pattern rejected","Numeric values outside allowed range (-1T to +1T) rejected","All-null numeric field produces no meaningful distribution output","Invalid field enum value (not 'qualified_partners' or 'active_partners') causes error"],"whenToPreferThis":"Choose this endpoint when you need fast, local (no external lookup) statistical distribution analysis and IQR outlier detection specifically on partnership pipeline metrics (qualified_partners, active_partners) for up to 200 rows. It is cost-efficient at $0.01 for two reports and requires no live data connection. Prefer it over general-purpose analytics when the data is already in hand and you need structured outlier flags rather than predictions or ML-based anomaly detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:27.498Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-numeric-distribution-iqr-outlier-flags-c922185a"}