{"uid":"cap_iS8HXkwYQw74WjTC1pWtO","slug":"company-record-completeness-analyzer-category-frequencies-missing-6b89a472","name":"Company Record Completeness Analyzer — Category Frequencies & Missing-Value Fill","description":"Company record completeness — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill 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-01-112?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"},"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_rOAe3rU4vqqB5LtSX87Wr","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 category-frequency distributions and fills missing values (populated_fields or required_fields) using zero, mean, or median imputation for up to 200 company record completeness rows.","exampleAgentPrompt":"I have 150 rows of company record completeness data with company_group and populated_fields columns — can you give me the category frequencies by company group and fill any missing populated_fields values using median imputation?","exampleUseCases":[{"title":"CRM data completeness audit by segment","prompt":"I've got 80 rows of CRM company records with company_group and populated_fields. Can you compute how often each company group appears and fill in any missing populated_fields values using mean imputation?"},{"title":"Required fields gap analysis for data governance","prompt":"I need to analyze 120 company records — can you give me a frequency breakdown by company_group and use zero-fill to replace any null required_fields values so I can report on data coverage gaps?"},{"title":"Pre-enrichment completeness check for sales data","prompt":"Before we enrich our sales database, I want to know the category frequencies across company groups and have missing populated_fields values filled with the median — I have about 60 rows to check."}],"resultDescription":"Returns two analytical reports: (1) a category-frequency report showing how often each company_group appears across the supplied rows, and (2) a missing-value fill report where null populated_fields or required_fields values are replaced using the chosen method (zero, mean, or median). No external data is fetched; all analysis is local to the submitted rows.","failureModes":["Fewer than 1 row or more than 200 rows submitted — violates minItems/maxItems constraint","Invalid date format (must be YYYY-MM-DD) — schema pattern validation failure","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row","Invalid method enum value (must be zero, mean, or median)","Invalid field enum value (must be populated_fields or required_fields)","populated_fields or required_fields values outside allowed numeric range"],"whenToPreferThis":"Choose this endpoint when you need a quick, offline, two-report batch analysis of company record completeness data — specifically category frequency counts by company group and explicit missing-value imputation — without any live data lookup or external enrichment. It is ideal for small-to-medium datasets (up to 200 rows) where you want deterministic, reproducible results at very low cost ($0.01 per call covering both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:31.342Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-analyzer-category-frequencies-missing-6b89a472"}