{"uid":"cap_hzerguW_MQ1LCNfdpSE7a","slug":"company-record-completeness-numeric-distribution-category-frequencies-c095c0ea","name":"Company Record Completeness — Numeric Distribution & Category Frequencies","description":"Company record completeness — Numeric distribution + Category frequencies: Numeric distribution + 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-01-072?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_al3pPxdNSeA2MQDySHpUO","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 supplied company record completeness data (populated_fields, required_fields) producing numeric distribution statistics and category frequency reports for up to 200 rows.","exampleAgentPrompt":"Can you analyze my company record completeness data — I have up to 50 rows with company_group, date, populated_fields, and required_fields — and give me a numeric distribution plus category frequency breakdown for populated_fields?","exampleUseCases":[{"title":"CRM data quality audit","prompt":"I have 120 rows of CRM company records with fields like company_group, date, populated_fields, and required_fields — can you run a numeric distribution and category frequency report on the populated_fields column so I can see how complete our data is?"},{"title":"Compare completeness across business units","prompt":"We have company completeness records for two groups, 'enterprise' and 'smb', across the past quarter — can you give me the category frequency breakdown and numeric distribution of required_fields for those 80 rows so I can compare the two groups?"},{"title":"Monthly record completeness summary","prompt":"Here are our end-of-month company data rows for October, each with a populated_fields and required_fields count — please run both the numeric distribution and category frequency reports on populated_fields so I can put the stats in our monthly data quality report."}],"resultDescription":"Returns two analytical reports for the supplied dataset: (1) a numeric distribution of the selected field (populated_fields or required_fields) showing statistics such as min, max, mean, percentiles, and histogram-like bucketing; and (2) a category frequency breakdown showing how often each company_group value appears. Both reports operate locally on the supplied data with no external lookups, covering up to 200 input rows.","failureModes":["Missing required fields (row_id, company_group, date, populated_fields, required_fields) causes validation error","More than 200 rows submitted exceeds the per-call limit","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside allowed range cause input rejection","Empty rows array returns an error","Payment not fulfilled results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical analysis of company record completeness data — specifically numeric distribution and category frequency reports on populated_fields or required_fields — without requiring external data enrichment or live lookups. Ideal for data quality audits, CRM hygiene checks, and reporting workflows where you already have the raw completeness metrics and need summarized statistics across company groups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:27.401Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-numeric-distribution-category-frequencies-c095c0ea"}