{"uid":"cap_zOVxIPwiUcSQh9I8Yu4zF","slug":"company-record-completeness-grouped-numeric-summary-iqr-outlier-flags-60c787c6","name":"Company Record Completeness — Grouped Numeric Summary + IQR Outlier Flags","description":"Company record completeness — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied company record completeness records (populated_fields, required_fields). 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-01-094?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"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},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"}}},"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_zaMAHInDNbv1zHiQXDNY3","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 grouped descriptive statistics and IQR-based outlier flags for company record completeness data (populated_fields, required_fields) across up to 200 rows, producing two analytical reports.","exampleAgentPrompt":"Analyze my company record completeness data — I have up to 50 rows with company_group, date, populated_fields, and required_fields columns — give me a grouped numeric summary and flag any IQR outliers in the populated_fields.","exampleUseCases":[{"title":"Data quality audit by business unit","prompt":"I've got completeness records for about 80 company rows across groups like 'finance', 'ops', and 'sales' — can you group them and give me a numeric summary plus flag any outliers in populated_fields using IQR?"},{"title":"Identifying anomalous required-field counts","prompt":"Run a grouped summary and IQR outlier check on my required_fields data — I have 120 company rows tagged by company_group and date, and I want to know which groups or rows are statistically unusual."},{"title":"Monthly completeness report with outlier highlights","prompt":"Here are 150 rows of company record completeness data with dates from last month — summarize the populated_fields by company_group and highlight any rows that fall outside the interquartile range."}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary with descriptive statistics (mean, median, min, max, std dev, etc.) broken down by company_group for the selected field, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range — all computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation errors","Invalid date format (must match YYYY-MM-DD pattern) triggers schema rejection","Numeric values outside the allowed range (-1T to 1T) may be rejected","Too few rows for meaningful IQR calculation may yield degenerate statistics","Payment of 0.01 USDC not received — endpoint returns 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you need both grouped descriptive statistics AND IQR-based outlier detection on company record completeness data in a single call, without requiring any external data sources or live lookups. It is well-suited for batch data quality audits of up to 200 rows where the user already has structured completeness records (populated_fields, required_fields) tagged by company_group and date. Prefer alternatives if you need time-series trending, base-100 indexing, adjacent-row change analysis, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:50.024Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-grouped-numeric-summary-iqr-outlier-flags-60c787c6"}