{"uid":"cap_lY4KW2PtSoXtxBaiggJPh","slug":"company-record-completeness-grouped-numeric-summary-missing-value-fill-b4df106d","name":"Company Record Completeness — Grouped Numeric Summary & Missing-Value Fill","description":"Company record completeness — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + 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-01-099?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_Y-yncqnFuRljSbZN3TdAR","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":"Generates two analytical reports on company record completeness data: a grouped numeric summary by company group and an explicit missing-value fill for populated_fields or required_fields columns.","exampleAgentPrompt":"I have up to 200 rows of company record completeness data with populated_fields and required_fields per company group — can you give me a grouped numeric summary by company_group and fill any missing populated_fields values using the median?","exampleUseCases":[{"title":"Data quality audit by company group","prompt":"I've got 150 rows of company completeness records with company_group, date, populated_fields, and required_fields — can you group them and give me a numeric summary per group so I can see which groups have the worst coverage?"},{"title":"Impute missing required_fields with mean","prompt":"Some of my company records have null required_fields values. Can you fill those in using the mean of the existing values across my dataset of about 80 rows?"},{"title":"Board-ready completeness report prep","prompt":"Before I present our data quality metrics, I need to fill missing populated_fields values with zeros and get a grouped summary by company_group for my 200-row completeness dataset — can you run both reports at once?"}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary of populated_fields and required_fields aggregated by company_group, and (2) the same dataset with null values in the specified field (populated_fields or required_fields) explicitly replaced using the chosen method (zero, mean, or median). No external lookups or predictions are made — analysis is performed locally on the supplied rows.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows submitted — exceeds row limit","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, company_group, date) — schema validation failure","Numeric values outside allowed range — rejected","Invalid fill method or field enum value — schema error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of company record completeness data and need both a grouped numeric summary by company group AND missing-value imputation in a single low-cost call ($0.01 USDC). Ideal for data quality audits, pre-processing pipelines, and governance reporting where you want grouped statistics and clean data without external API lookups or ML predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:57.745Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-grouped-numeric-summary-missing-value-fill-b4df106d"}