{"uid":"cap_ILlrP3iptYG1VDtDRHj1F","slug":"company-record-completeness-analyzer-quality-audit-deduplication-214a25c3","name":"Company Record Completeness Analyzer — Quality Audit, Deduplication & Trailing Mean","description":"Company record completeness — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series 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-01-216?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_roR6H0wmSBSSrGCleYlrv","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 a trailing mean time series, for up to 200 rows of populated_fields/required_fields data.","exampleAgentPrompt":"Can you run the three-report completeness analysis on my company records — quality audit, exact dedup, and trailing mean with a window of 3 — for these rows: group-a had 10 populated out of 15 required on 2026-10-01, group-b had 8 out of 12 on 2026-10-02, and group-a had 14 out of 15 on 2026-10-03? I want to analyze the populated_fields metric.","exampleUseCases":[{"title":"CRM data quality audit before migration","prompt":"I'm about to migrate our CRM data and need a quality audit plus dedup check on these company completeness records — here are 50 rows with row_id, company_group, date, populated_fields, and required_fields. Run all three reports with a window of 5 on populated_fields so I can see which records are duplicates and how completeness has been trending."},{"title":"Monthly completeness trend review by group","prompt":"Can you compute the trailing mean series with a window of 4 for required_fields across these company group records for the past quarter? I want to see the rolling average trend per group and flag any duplicate entries in our dataset."},{"title":"Data governance audit for record hygiene","prompt":"Our data governance team needs a full record quality audit and exact deduplication report for these 120 company completeness rows — each has a row_id, company_group, date, populated_fields, and required_fields. Use a trailing window of 6 on populated_fields and give us all three reports."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit summarizing completeness metrics across supplied rows, (2) an exact row deduplication report flagging identical records, and (3) a trailing mean time series computed over the specified window for the selected field (populated_fields or required_fields), all derived from the supplied data with no external lookups.","failureModes":["More than 200 rows supplied — request rejected or truncated","Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation errors","Invalid date format (non YYYY-MM-DD) triggers schema rejection","Window value outside 2–200 range causes parameter error","Null numeric values for populated_fields or required_fields may affect trailing mean calculation","Malformed JSON input returns 4xx error"],"whenToPreferThis":"Choose this endpoint when you have company record completeness data (populated vs required fields) and need all three of: a data quality audit, exact duplicate detection, and a rolling mean trend — bundled in a single $0.01 call for up to 200 rows. It is purely local/analytical with no external data fetching, making it ideal for offline data governance workflows, pre-migration checks, or batch completeness audits where privacy and determinism matter.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:34.142Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-analyzer-quality-audit-deduplication-214a25c3"}