{"uid":"cap_5zUOSDNigTOalIPdWcviL","slug":"business-website-inventories-iqr-outlier-flags-explicit-missing-value-2c74f698","name":"Business Website Inventories — IQR Outlier Flags + Explicit Missing-Value Fill","description":"Business website inventories — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied business website inventories records (page_count, verified_pages). 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-23-180?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","page_count","verified_pages"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"page_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"verified_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","page_count":10,"company_group":"group-a","verified_pages":1},{"date":"2026-10-02","row_id":"row-2","page_count":20,"company_group":"group-b","verified_pages":2},{"date":"2026-10-03","row_id":"row-3","page_count":15,"company_group":"group-a","verified_pages":3},{"date":"2026-10-04","row_id":"row-4","page_count":30,"company_group":"group-b","verified_pages":4}],"maxItems":200,"minItems":1},"field":{"enum":["page_count","verified_pages"],"type":"string","default":"page_count"},"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_2p2DDk5eXBM33VV8NMDnO","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":"Analyzes up to 200 rows of business website inventory records (page_count, verified_pages) to flag IQR-based outliers and fill missing values using zero, mean, or median imputation.","exampleAgentPrompt":"I have a dataset of up to 50 rows of business website inventory records with page_count and verified_pages columns — can you flag IQR outliers and fill any missing page_count values using median imputation?","exampleUseCases":[{"title":"Outlier detection in website page counts","prompt":"I've got about 80 rows of website inventory data for my company groups across Q4 — each row has a page_count and verified_pages. Can you run IQR outlier detection on the page_count field and also fill any missing page_count values using the median?"},{"title":"Missing value imputation for verified pages","prompt":"Some of our verified_pages entries are null in this 120-row dataset. Can you fill those missing values using mean imputation and also flag any verified_pages values that look like outliers based on IQR?"},{"title":"Data quality audit before analytics pipeline","prompt":"Before we feed this website inventory data into our dashboard, I need you to check up to 150 rows for IQR outliers on the verified_pages field and fill any missing verified_pages with zero so we have a clean dataset."}],"resultDescription":"Returns two analytical reports: (1) IQR outlier flags identifying which rows contain extreme values for the selected field, and (2) an explicit missing-value fill report showing which null entries were imputed and with what value. Both reports are generated using local statistical engines with no external data access.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Invalid date format not matching YYYY-MM-DD pattern","Missing required fields (row_id, company_group, date, page_count, verified_pages) cause validation errors","Numeric values outside the allowed range (-1e12 to 1e12) rejected","Invalid method enum value (must be zero, mean, or median)","Invalid field enum value (must be page_count or verified_pages)"],"whenToPreferThis":"Use this endpoint when you have tabular business website inventory data with page_count and/or verified_pages columns and need lightweight, deterministic statistical cleaning — specifically IQR-based outlier flagging and null imputation — without sending data to a live ML model or external analytics service. Best suited for batch preprocessing of up to 200 rows at low cost ($0.01 per call for two reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:58.150Z","isFirstParty":false,"canonicalSlug":"business-website-inventories-iqr-outlier-flags-explicit-missing-value-2c74f698"}