{"uid":"cap_R69seOSq0DDBMAjJFQxja","slug":"partnership-pipeline-trailing-mean-series-iqr-outlier-flags-53fe981b","name":"Partnership Pipeline — Trailing Mean Series + IQR Outlier Flags","description":"Partnership pipeline — Trailing mean series + IQR outlier flags: Trailing mean series + 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-09-149?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_5kogBp48msPJqT7tUVneu","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 trailing moving averages and IQR-based outlier flags for qualified_partners and active_partners time-series data across partnership pipeline records.","exampleAgentPrompt":"Can you compute a trailing mean series and flag IQR outliers for my partnership pipeline data — I have qualified_partners and active_partners columns by date and company group, use a window of 5, and I want to analyze the qualified_partners field across up to 50 rows?","exampleUseCases":[{"title":"Detect outlier spikes in qualified partner counts","prompt":"I have daily partnership pipeline records with qualified_partners and active_partners by company group going back 3 months — can you run trailing mean smoothing with a window of 7 and flag any IQR outliers in the qualified_partners series so I can spot unusual recruitment spikes?"},{"title":"Monitor active partner trends by region","prompt":"Take these 120 rows of partnership data grouped by region and date, and give me trailing means plus IQR outlier flags for the active_partners field using a window size of 10 — I want to see which groups have abnormal dips or surges."},{"title":"Quality-check partner pipeline before quarterly review","prompt":"Before our Q3 review, can you run a statistical check on our partnership pipeline records — compute the trailing mean for qualified_partners with a window of 4 and flag any rows that fall outside the IQR bounds so we know which data points to investigate?"}],"resultDescription":"Returns two independent analytical reports for the supplied rows: (1) a trailing mean series showing rolling averages over the specified window for the chosen field, and (2) IQR-based outlier flags identifying rows whose values fall outside the interquartile range bounds. Covers up to 200 rows per call with both reports delivered together.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — exceeds limit error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Missing required fields (row_id, date, company_group) — schema rejection","Window size larger than number of rows — insufficient data for computation","Numeric values outside allowed range — schema validation error","Invalid field enum value — rejected with allowed values listed"],"whenToPreferThis":"Choose this endpoint when you need both trailing mean smoothing and IQR-based outlier detection on partnership pipeline data (qualified_partners or active_partners) in a single call. It is ideal for pre-processing or auditing partnership records before reporting or review cycles. Prefer this over generic stats tools when your data is already structured as time-series partnership pipeline rows with company groupings, and you want two coordinated statistical outputs at low cost ($0.01 USDC for both reports, up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:32.109Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-trailing-mean-series-iqr-outlier-flags-53fe981b"}