{"uid":"cap_p0ia7ibYCEEygxhaVlfzm","slug":"partnership-pipeline-iqr-outlier-flags-missing-value-fill-ad8803b6","name":"Partnership Pipeline IQR Outlier Flags + Missing Value Fill","description":"Partnership pipeline — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill 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-09-180?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_WjPrIMpQDGwmsMoVPtqZD","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 IQR-based outlier detection and missing-value imputation on partnership pipeline data (qualified_partners, active_partners) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Check our partner pipeline data for outliers using IQR and fill any missing qualified_partners values with the median — here are the rows: group-a on 2026-10-01 had 10 qualified and 1 active, group-b on 2026-10-02 had 20 qualified and 2 active, group-a on 2026-10-03 had null qualified and 3 active, group-b on 2026-10-04 had 30 qualified and 4 active.","exampleUseCases":[{"title":"Outlier detection in partner onboarding data","prompt":"I have 50 rows of weekly partner pipeline data across four company groups — can you flag any IQR outliers in the qualified_partners column and fill missing values using the median?"},{"title":"Data cleaning before quarterly partner review","prompt":"Before our quarterly review, run IQR outlier detection and median imputation on our active_partners data for these 120 partnership records so we can trust the numbers we're presenting."},{"title":"Anomaly audit across regional partner groups","prompt":"We've got partner pipeline records for three regions and some rows have null active_partners values — please flag statistical outliers using IQR and fill those nulls with zero so we can compare groups fairly."}],"resultDescription":"Two analytical reports per call: one identifying rows where qualified_partners or active_partners fall outside IQR-defined bounds (flagged as outliers), and one with missing values in the specified field filled using the chosen method (zero, mean, or median). Reports are based entirely on the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — minimum 1 row required","More than 200 rows submitted — max batch size exceeded","Invalid date format (must be YYYY-MM-DD)","Missing required fields (row_id, company_group, date)","Numeric values outside allowed range (-1T to +1T)","Invalid method enum value (must be zero, mean, or median)","Invalid field enum value (must be qualified_partners or active_partners)"],"whenToPreferThis":"Choose this endpoint when you need both IQR outlier flagging and missing-value imputation on partnership pipeline data in a single call, without requiring any external data sources or live lookups. It is ideal for batch data quality preprocessing of up to 200 partner records before reporting, dashboarding, or further analysis. Prefer this over general-purpose analytics tools when your data specifically tracks qualified_partners and active_partners across company groups and dates.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:10.994Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-iqr-outlier-flags-missing-value-fill-ad8803b6"}