{"uid":"cap_SRGWZ5MYSxq2z-0gV3J0b","slug":"company-record-completeness-quality-audit-deduplication-histogram-6ad27cc5","name":"Company Record Completeness — Quality Audit, Deduplication & Histogram","description":"Company record completeness — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied company record completeness records (populated_fields, required_fields). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-01-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_yXwXxyMpiY2s0KDfIabhw","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":"Runs three local analytical reports on company record completeness data: a record quality audit, exact row deduplication, and an equal-width histogram — all computed offline against up to 200 supplied rows.","exampleAgentPrompt":"Can you audit the quality of these company records, remove any exact duplicates, and give me a 10-bin histogram of populated_fields? I have up to 50 rows with company_group, date, populated_fields, and required_fields for each row.","exampleUseCases":[{"title":"CRM data quality review","prompt":"I have 80 company records from our CRM — each has a row_id, company_group, date, populated_fields, and required_fields. Can you run a quality audit and deduplication check, and give me a 5-bin histogram of populated_fields so I can see how complete our records are?"},{"title":"Compliance field coverage audit","prompt":"We need to verify that our company records meet completeness standards. Run a quality audit, exact deduplication, and a 10-bin histogram on required_fields for this batch of 150 rows — I need to flag groups that are consistently under-populated."},{"title":"Data migration pre-check","prompt":"Before we migrate these 200 company records to the new system, can you do a record quality audit, deduplicate exact copies, and generate a 7-bin histogram on populated_fields to identify any completeness gaps by company_group and date?"}],"resultDescription":"Returns three reports for the supplied rows: (1) a record quality audit summarizing completeness and anomalies per row, (2) an exact row deduplication report identifying and collapsing identical rows, and (3) an equal-width histogram of the chosen numeric field (populated_fields or required_fields) across the specified number of bins — all computed locally with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required row fields (row_id, company_group, date, populated_fields, required_fields) — validation error","bins parameter outside 1–30 range — rejected","Invalid date format (not YYYY-MM-DD) — row-level validation error","Null values in numeric fields may affect histogram bin calculation","Payment of 0.01 USDC not provided — request blocked"],"whenToPreferThis":"Choose this endpoint when you need a quick, cost-effective offline analysis of company record completeness data — specifically the combination of a quality audit, duplicate detection, and histogram in a single call. Ideal for data profiling pipelines, pre-migration checks, or CRM hygiene workflows where no live data enrichment or external lookup is needed and the dataset fits within 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:17.577Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-quality-audit-deduplication-histogram-6ad27cc5"}