{"uid":"cap_4h6HIynrjbZ6Nz5agY47K","slug":"company-record-completeness-category-frequencies-secondary-measure-280a729e","name":"Company Record Completeness — Category Frequencies & Secondary-Measure Weighted Mean","description":"Company record completeness — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean 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-01-109?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_6IJqkyMJ3ofc8GIpmtYi1","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, returning category frequency distributions and a secondary-measure weighted mean for populated_fields or required_fields.","exampleAgentPrompt":"Analyze my company record completeness data — I have rows for group-a and group-b from October 2026 with their populated_fields and required_fields counts — give me the category frequency breakdown and the weighted mean for populated_fields across up to 50 rows.","exampleUseCases":[{"title":"CRM data quality audit by region","prompt":"I have completeness records for 120 company accounts grouped by region, each with a date, how many fields are populated, and how many are required — can you run the category frequency report and weighted mean for populated_fields so I can see which regions have the worst data quality?"},{"title":"Monthly completeness trend by business unit","prompt":"Here are 80 rows of company record completeness data from Q3, grouped by business unit with populated_fields and required_fields — please give me the category frequencies and the secondary-measure weighted mean for required_fields so I can present the trend to leadership."},{"title":"Vendor onboarding record gap analysis","prompt":"We just onboarded 45 new vendors and tracked how many fields are populated vs required in their company profiles — run the category frequency and weighted mean analysis on populated_fields so we know which vendor groups need follow-up to complete their records."}],"resultDescription":"Returns two analytical reports: (1) category frequency counts showing how often each company_group or date category appears across the supplied rows, and (2) a secondary-measure weighted mean of the selected field (populated_fields or required_fields), all computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null values in numeric fields may affect weighted mean computation","Payment not processed (x402) results in no response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of company record completeness data (populated_fields, required_fields) and need both a category frequency breakdown by group and a weighted mean statistic in a single low-cost call ($0.01 USDC for both reports). Prefer it over general analytics platforms when you want a lightweight, privacy-safe local computation with no external data sharing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:01.765Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-category-frequencies-secondary-measure-280a729e"}