{"uid":"cap_kEAh2DK4Py5J9sEFdR75y","slug":"company-record-completeness-grouped-numeric-summary-category-9b8750cf","name":"Company Record Completeness — Grouped Numeric Summary & Category Frequencies","description":"Company record completeness — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies 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-01-086?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_wi8HGOqQkhmVYkg_RkDZa","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 company record completeness rows, producing a grouped numeric summary and category frequency report for populated_fields and required_fields across company groups.","exampleAgentPrompt":"Analyze my company record completeness data — I have 4 rows across two groups (group-a and group-b) with dates from 2026-10-01 to 2026-10-04 and I want both a grouped numeric summary and category frequency breakdown for the populated_fields metric.","exampleUseCases":[{"title":"CRM data quality audit by region","prompt":"I have 150 company records with populated_fields and required_fields counts grouped by region. Can you give me a grouped numeric summary and frequency breakdown for populated_fields so I can see which regions have the most complete data?"},{"title":"Weekly completeness trend by business unit","prompt":"I've got company completeness rows dated from 2026-09-01 to 2026-09-30 with group labels like 'sales', 'finance', and 'ops'. Run both a numeric summary and category frequency report on required_fields so I can track completeness by business unit."},{"title":"Data migration readiness check","prompt":"Before we migrate, I need to check how complete our company records are — I have 80 rows across three company groups. Can you summarize the populated_fields numerically by group and show me the category frequencies so I know where the gaps are?"}],"resultDescription":"Returns two reports: (1) a grouped numeric summary showing statistics (e.g. min, max, mean, count) for the selected field (populated_fields or required_fields) broken down by company_group, and (2) a category frequency table showing how often each company_group appears in the dataset. Covers up to 200 input rows with no external lookups.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds limit","Missing required fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","Numeric field values outside allowed range — validation error","Invalid field enum value — schema rejection"],"whenToPreferThis":"Choose this endpoint when you have tabular company record completeness data (with populated_fields and required_fields counts) and need quick grouped statistics and frequency analysis without setting up a local analytics environment. Ideal for lightweight, pay-per-use data quality reporting on up to 200 rows when no external enrichment or prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:26.315Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-grouped-numeric-summary-category-9b8750cf"}