{"uid":"cap_t5y6-HAbLIpA0CKgP_lvf","slug":"null-coverage-analytics-record-quality-audit-exact-row-deduplication-7bf08c1b","name":"Null Coverage Analytics — Record Quality Audit, Exact Row Deduplication, and Adjacent Row Changes","description":"Null coverage — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes 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-03-217?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_hc6gox_eHg5n8Euz54jQp","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 (record quality audit, exact row deduplication, and adjacent row changes) on supplied null-coverage data rows containing missing and total value counts.","exampleAgentPrompt":"I have up to 200 rows of null coverage records — each with a row_id, dataset_group, date, missing_values, and total_values — and I need three reports at once: a record quality audit, exact duplicate detection, and adjacent row change analysis, focusing on the missing_values field.","exampleUseCases":[{"title":"Data completeness pipeline audit","prompt":"I'm tracking dataset completeness across multiple groups and I want you to audit these rows for quality issues, find any exact duplicates, and show me how missing_values changed between adjacent rows — here are my records with row_id, dataset_group, date, missing_values, and total_values for the missing_values field."},{"title":"ETL output deduplication check","prompt":"After running our ETL pipeline I have a batch of null coverage rows and I need to verify there are no duplicate records, see a quality audit of the data, and understand how missing_values shifted row-to-row. Can you run all three reports on these rows?"},{"title":"Daily missing-value trend review","prompt":"I have daily null coverage snapshots for our data groups — can you run the record quality audit, deduplicate any repeated rows, and show me the adjacent row changes for total_values across these entries so I can spot anomalies?"}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit summarizing completeness and integrity issues across the supplied rows, (2) an exact row deduplication report identifying identical records, and (3) an adjacent row changes report showing value shifts between consecutive rows — all computed locally on the submitted data with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows supplied — request rejected","Missing required fields (row_id, dataset_group, date, missing_values, total_values) on any row — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","Invalid field selector (not 'missing_values' or 'total_values') — enum validation error","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — validation failure","Payment not provided or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need three data quality analyses in a single paid call — quality audit, deduplication, and adjacent-row change detection — on null coverage records (missing/total value pairs). It is best suited for offline or batch analytical workflows on already-collected data, not for real-time monitoring or external data enrichment. Prefer this over single-report endpoints when you need all three report types simultaneously to minimize cost and round-trips.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:18.272Z","isFirstParty":false,"canonicalSlug":"null-coverage-analytics-record-quality-audit-exact-row-deduplication-7bf08c1b"}