{"uid":"cap_svn-EwNi72qNUKfUG_Pt3","slug":"company-record-completeness-exact-row-deduplication-date-by-category-260e061d","name":"Company Record Completeness — Exact Row Deduplication + Date by Category Pivot","description":"Company record completeness — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot 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-01-052?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_9xFQdON7b28SiuGhsioFK","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":"Deduplicates exact rows and produces a date-by-category pivot report for company record completeness data (populated_fields, required_fields) — two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have up to 200 rows of company record completeness data with populated_fields and required_fields per company group and date — can you run exact row deduplication and a date-by-category pivot on the populated_fields column for me?","exampleUseCases":[{"title":"Quarterly data quality audit","prompt":"I've got a batch of company completeness records for Q3 — each row has a company_group, date, populated_fields, and required_fields. Can you deduplicate exact duplicate rows and give me a pivot of populated_fields by date and company group so I can see where coverage is weakest?"},{"title":"Pre-pipeline deduplication check","prompt":"Before I load these company records into our data warehouse, I need to strip exact duplicates and get a date-by-category breakdown of required_fields by company group. Can you run both reports on my 150 rows?"},{"title":"Multi-group completeness comparison","prompt":"I have completeness records for three company groups over the past month — can you deduplicate the dataset and then pivot required_fields by date and group so I can compare how completely each group has been filling in their records?"}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication result identifying and removing fully duplicate rows from the input, and (2) a date-by-category pivot table aggregating the selected field (populated_fields or required_fields) across company groups and dates — both computed locally with no external lookups.","failureModes":["Input exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Date field not in YYYY-MM-DD format — pattern validation failure","Numeric fields outside allowed range — schema rejection","Empty rows array — minItems constraint violation"],"whenToPreferThis":"Choose this endpoint when you need to clean and summarize a batch of company record completeness data in one call — specifically when you want both exact duplicate removal and a date-by-category pivot in a single $0.01 payment. It works entirely on supplied data with no external API calls, making it fast, deterministic, and suitable for pre-pipeline data quality checks on datasets of up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:34.449Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-exact-row-deduplication-date-by-category-260e061d"}