{"uid":"cap_Uii25PL3VQ_08TZXj9ODy","slug":"partnership-pipeline-iqr-outlier-flags-keyed-dataset-comparison-eae8ad52","name":"Partnership Pipeline IQR Outlier Flags + Keyed Dataset Comparison","description":"Partnership pipeline — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison 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-09-179?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"active_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"qualified_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","active_partners":1,"qualified_partners":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","active_partners":2,"qualified_partners":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":30}],"maxItems":200,"minItems":1},"field":{"enum":["qualified_partners","active_partners"],"type":"string","default":"qualified_partners"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","qualified_partners","active_partners"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":33}],"maxItems":200,"minItems":0}}},"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_2NPHMshv5f3wlHqhmbMNe","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 two analytical reports on partnership pipeline data: IQR-based outlier detection and keyed dataset comparison for qualified_partners and active_partners fields across up to 200 rows.","exampleAgentPrompt":"Can you run IQR outlier detection and a keyed dataset comparison on my partnership pipeline data? I have two datasets of up to 50 rows each with row_id, company_group, date, qualified_partners, and active_partners — flag outliers in the qualified_partners field.","exampleUseCases":[{"title":"Quarterly partner count anomaly detection","prompt":"I have 80 rows of partnership pipeline records from Q3 with company_group, date, qualified_partners, and active_partners columns — can you flag any rows where the qualified_partners count looks like a statistical outlier using IQR analysis?"},{"title":"Before-and-after partner data comparison","prompt":"I updated our partner database last week and want to compare the old and new datasets side by side. Can you run a keyed comparison on both sets of records — about 120 rows each — using row_id as the key, and flag any rows where active_partners changed unexpectedly?"},{"title":"Multi-group partner pipeline audit","prompt":"We have partnership data across five company groups covering the last 90 days, around 150 rows total. Can you check this for IQR outliers in active_partners and also diff it against last quarter's records to see what shifted?"}],"resultDescription":"Returns two independent analytical reports: (1) IQR outlier flags identifying which rows have qualified_partners or active_partners values outside the interquartile range, and (2) a keyed dataset comparison report highlighting differences between the primary and secondary supplied datasets, matched by row_id. No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["Fewer than 1 row supplied — minItems violation","More than 200 rows supplied — maxItems exceeded","Missing required fields (row_id, company_group, date, qualified_partners, active_partners) on any row","Invalid date format (must match YYYY-MM-DD pattern)","field enum value not one of qualified_partners or active_partners","Numeric values outside allowed range (-1000000000000 to 1000000000000)","Mismatched or empty comparison dataset preventing keyed diff"],"whenToPreferThis":"Choose this endpoint when you need both statistical outlier detection (IQR-based) and a structured key-based comparison between two versions of partnership pipeline data in a single call. It is purpose-built for qualified_partners and active_partners fields and processes up to 200 rows per call with no external lookups, making it suitable for offline or air-gapped analytical workflows where you supply all data yourself.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:49.243Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-iqr-outlier-flags-keyed-dataset-comparison-eae8ad52"}