{"uid":"cap_l0xJMNetLXDopzLrON77i","slug":"null-coverage-analytics-record-quality-audit-exact-row-deduplication-fc7c774f","name":"Null Coverage Analytics: Record Quality Audit + Exact Row Deduplication + Numeric Row Ordering","description":"Null coverage — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied null coverage records (missing_values, total_values). 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-analytics-03-213?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","missing_values","total_values"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_values":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"missing_values":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_values":1,"dataset_group":"group-a","missing_values":10},{"date":"2026-10-02","row_id":"row-2","total_values":2,"dataset_group":"group-b","missing_values":20},{"date":"2026-10-03","row_id":"row-3","total_values":3,"dataset_group":"group-a","missing_values":15},{"date":"2026-10-04","row_id":"row-4","total_values":4,"dataset_group":"group-b","missing_values":30}],"maxItems":200,"minItems":1},"field":{"enum":["missing_values","total_values"],"type":"string","default":"missing_values"}}},"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_N5K4JIzcgToWmWx7l-MBz","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 analytical reports (record quality audit, exact row deduplication, and numeric row ordering) on supplied null coverage data (missing_values, total_values) for up to 200 rows.","exampleAgentPrompt":"Can you run the three null coverage analytics reports — record quality audit, exact deduplication, and numeric row ordering — on my dataset? I have 4 rows with row IDs row-1 through row-4 across groups group-a and group-b, with dates from 2026-10-01 to 2026-10-04, and I want to sort by missing_values.","exampleUseCases":[{"title":"Data completeness audit for ETL pipeline","prompt":"I have a batch of 50 ETL records with row IDs etl-001 through etl-050, all in dataset group 'pipeline-q4', dated 2026-11-01, and I want to run the quality audit, deduplication, and numeric ordering reports on the missing_values field — can you do that?"},{"title":"Deduplicating survey response records","prompt":"I've got 120 survey response rows across groups 'control' and 'treatment', each with a date and missing_values count, and I need to find exact duplicate rows plus get them ordered numerically by total_values — can you run those three reports?"},{"title":"Monthly null coverage review across dataset groups","prompt":"Please audit my monthly null coverage data for October 2026 — I have 30 rows split between groups 'sales-data' and 'inventory-data' with missing_values and total_values filled in, and I want the full quality audit, dedup check, and row ordering by missing_values."}],"resultDescription":"Three independent analytical reports returned for the supplied rows: (1) a record quality audit assessing data integrity; (2) an exact row deduplication report identifying identical rows; and (3) a numeric row ordering report ranking rows by the selected field (missing_values or total_values). No external lookups or predictions are performed — all analysis is done locally on the supplied data.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, missing_values, total_values) — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","Field enum value not one of 'missing_values' or 'total_values' — rejected","Payment of 0.01 USDC not completed via x402 protocol — unauthorized response"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously audit data quality, remove duplicate records, and sort rows numerically on null coverage data (missing_values / total_values) in a single $0.01 call. It is ideal for lightweight, offline analytical processing of up to 200 rows without requiring any external data sources, live lookups, or predictions. Prefer this over general-purpose analytics tools when your data specifically involves null/missing value coverage metrics grouped by dataset.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T19:00:06.965Z","isFirstParty":false,"canonicalSlug":"null-coverage-analytics-record-quality-audit-exact-row-deduplication-fc7c774f"}