{"uid":"cap_I33L4SVmZ83Ezo5fR9Fy6","slug":"company-record-completeness-exact-row-deduplication-secondary-measure-15c51ba5","name":"Company Record Completeness — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Company record completeness — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + 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-01-051?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_ID06GPHPQ_tsqox5-JiTI","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 company record completeness rows and computes a secondary-measure weighted mean for populated_fields or required_fields across up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"I have up to 200 company record completeness rows with row_id, company_group, date, populated_fields, and required_fields — can you deduplicate them exactly and compute a secondary-measure weighted mean on the populated_fields column, giving me both reports?","exampleUseCases":[{"title":"CRM data quality audit","prompt":"We have 150 rows of company CRM completeness data with row IDs, groups like 'enterprise' and 'smb', dates, and counts of populated vs required fields — please deduplicate exact duplicate rows and compute a weighted mean of populated_fields so I can see which groups have the best record coverage."},{"title":"Monthly completeness benchmarking","prompt":"I want to benchmark how complete our company records are this month — I have rows with company_group, date, populated_fields, and required_fields. Deduplicate any exact duplicates and give me a weighted mean on required_fields across all groups."},{"title":"Data migration pre-check","prompt":"Before we migrate our company database, can you take these 200 rows of record completeness snapshots, remove any exact duplicate rows, and compute the secondary-measure weighted mean on populated_fields so we know the average field coverage going in?"}],"resultDescription":"Returns 2 analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the input, and (2) a secondary-measure weighted mean computed over the selected field (populated_fields or required_fields) across the deduplicated rows, segmented by company_group and date.","failureModes":["Input exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","All rows are duplicates resulting in a single-row output with limited statistical value","Null values in populated_fields or required_fields may reduce weighted mean accuracy","field enum value not matching 'populated_fields' or 'required_fields' causes error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 company record completeness rows and need both exact deduplication and a weighted mean aggregation in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical use cases where no live data lookup, external enrichment, or prediction is needed — pure local computation on supplied data. Prefer alternatives if you need more than 200 rows, real-time enrichment, or different analytical methods such as IQR outlier flagging or histogram binning.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:48.250Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-exact-row-deduplication-secondary-measure-15c51ba5"}