{"uid":"cap_G3s-8e2-WbVO1M5nxr7QG","slug":"company-record-completeness-weighted-mean-dataset-comparison-e6d46b8c","name":"Company Record Completeness — Weighted Mean & Dataset Comparison","description":"Company record completeness — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + 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-01-186?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_EBCylk9FjzJJdjkImf0OF","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":"Computes a secondary-measure weighted mean and performs keyed dataset comparison on up to 200 company record completeness rows (populated_fields, required_fields), returning two analytical reports.","exampleAgentPrompt":"I have two batches of company records — up to 200 rows each — with populated_fields and required_fields counts per company_group and date. Can you run a weighted mean completeness analysis on the primary batch and compare it key-by-key against the second dataset?","exampleUseCases":[{"title":"CRM data quality audit across segments","prompt":"I've got 150 company records grouped by business segment with populated_fields and required_fields logged per date — run the weighted mean completeness report on them and compare against last quarter's dataset so I can see which groups improved."},{"title":"Pre-migration completeness benchmark","prompt":"Before we migrate our company database, I want to check record completeness: here are 200 rows with populated_fields and required_fields per company_group and date. Compute the weighted mean and flag which rows differ significantly from our target dataset."},{"title":"Sales team data hygiene comparison","prompt":"Our sales ops team has two snapshots of company records — one from each regional team — with populated_fields and required_fields per company. Can you do the weighted mean analysis and a keyed comparison between the two snapshots to see which region has better data quality?"}],"resultDescription":"Returns two reports: (1) a secondary-measure weighted mean summarizing average completeness across the supplied rows, weighted by required_fields; and (2) a keyed dataset comparison highlighting differences between the primary and secondary datasets row-by-row, using row_id and company_group as keys. No external lookups or predictions are made — all computation is local and analytical.","failureModes":["Fewer than 1 row supplied — minimum row count not met","More than 200 rows supplied — exceeds maximum batch size","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row","Date strings not matching YYYY-MM-DD pattern — validation error","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)","Mismatched row_id keys between primary and comparison dataset — keyed comparison may produce unmatched rows","required_fields value of zero may cause division issues in weighted mean calculation"],"whenToPreferThis":"Choose this endpoint when you need both a weighted-average completeness metric and a side-by-side keyed comparison of two company record datasets in a single $0.01 call. It is ideal for data quality audits, CRM hygiene checks, and before/after completeness benchmarking where all data is already on hand and no live enrichment or external lookups are needed. Prefer alternatives if you need more than 200 rows, real-time external data, or more than two reports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:53.842Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-weighted-mean-dataset-comparison-e6d46b8c"}