{"uid":"cap_wpDrXTmI7QnGk1OgbljPz","slug":"company-record-completeness-numeric-distribution-keyed-dataset-0029b243","name":"Company Record Completeness — Numeric Distribution + Keyed Dataset Comparison","description":"Company record completeness — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison 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-01-084?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":33}],"maxItems":200,"minItems":0}}},"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_Lt90M8r2zrTVrm6ilmhFP","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 — a numeric distribution and a keyed dataset comparison — for company record completeness metrics (populated_fields, required_fields) across up to 200 rows.","exampleAgentPrompt":"Can you run a numeric distribution and dataset comparison on our company record completeness data? I have two sets of up to 200 rows each with company_group, date, populated_fields, and required_fields — analyze the populated_fields metric across both datasets.","exampleUseCases":[{"title":"CRM data quality audit across groups","prompt":"I want to see the numeric distribution of populated_fields across our two company groups — group-a and group-b — for Q4 2026. Here are up to 200 rows from our CRM export. Also compare this dataset against last quarter's records to see how completeness has changed."},{"title":"Quarterly completeness regression check","prompt":"We just migrated our company records and I need to confirm nothing got worse. Can you compare the populated_fields and required_fields counts between our pre-migration dataset and our post-migration dataset — up to 200 rows each — and give me the distribution plus a keyed comparison?"},{"title":"Sales team data hygiene benchmark","prompt":"Run a distribution report on required_fields completeness for our sales team's company records and compare it against the marketing team's records. I'll supply both datasets — each under 200 rows — grouped by company_group and dated by day."}],"resultDescription":"Two analytical reports: (1) a numeric distribution showing statistical spread (min, max, mean, percentiles, etc.) of the chosen field (populated_fields or required_fields) across the supplied rows; (2) a keyed dataset comparison highlighting differences between the primary dataset and the comparison dataset, matched by row_id. Both reports are computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect distribution calculations","Mismatched row_ids between primary and comparison dataset reduce keyed comparison coverage","Payment of 0.01 USDC not confirmed — request blocked"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical analysis of company record completeness data — specifically numeric distribution and side-by-side dataset comparison — without requiring live data lookups or external enrichment. It is ideal for data quality audits, migration validation, or periodic completeness benchmarking across company groups, and it handles two independent reports in a single $0.01 call for up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:19.888Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-numeric-distribution-keyed-dataset-0029b243"}