{"uid":"cap_uUXLSRmZFQ7Q3OuqovPKN","slug":"company-record-completeness-exact-row-deduplication-equal-width-159edbf7","name":"Company Record Completeness — Exact Row Deduplication + Equal-Width Histogram","description":"Company record completeness — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram 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-01-048?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_8pFQV3j2BZe9O9SUFbNOe","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":"Analyzes company record completeness data by deduplicating exact duplicate rows and generating an equal-width histogram distribution report for populated_fields or required_fields metrics.","exampleAgentPrompt":"Can you deduplicate my company completeness records and give me a 10-bin equal-width histogram of the populated_fields values? I have about 50 rows with columns row_id, company_group, date, populated_fields, and required_fields.","exampleUseCases":[{"title":"CRM data completeness audit","prompt":"I've exported 150 company records from our CRM with populated_fields and required_fields counts per row — can you deduplicate exact duplicates and show me a 10-bin histogram of how many fields are populated across all records?"},{"title":"Multi-group completeness comparison","prompt":"We track record completeness for two company groups, group-a and group-b, across October 2026. Can you remove any duplicate rows and generate a 5-bin equal-width histogram for the required_fields column so I can see how evenly required fields are covered?"},{"title":"Data pipeline quality check","prompt":"Before we load company records into the warehouse, run deduplication on these 200 rows and give me a histogram with 8 bins for the populated_fields metric so we can spot completeness gaps in the distribution."}],"resultDescription":"Returns two analytical reports sharing the same uploaded data: (1) an exact row deduplication report listing which rows are duplicates and the resulting unique row set, and (2) an equal-width histogram report showing frequency counts across the specified number of bins for the chosen numeric field (populated_fields or required_fields). No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["More than 200 rows submitted — endpoint rejects input exceeding the maximum","Missing required fields (row_id, date, populated_fields, required_fields) in any row causes validation error","Invalid date format (non YYYY-MM-DD) causes schema rejection","bins value outside 1–30 range is rejected","Null values in the selected numeric field may affect histogram bin calculations","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 company record completeness rows and need both exact duplicate removal and a distribution histogram of field-population metrics in a single low-cost call. Prefer this over generic deduplication tools when the data specifically contains populated_fields and required_fields numeric columns tied to company groups and dates. It is ideal for offline/batch data quality audits where no live lookup or prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:01.661Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-exact-row-deduplication-equal-width-159edbf7"}