{"uid":"cap_dFtrIPOSorg9C53tReXci","slug":"export-validation-record-quality-audit-string-normalisation-numeric-191d9021","name":"Export Validation — Record Quality Audit + String Normalisation + Numeric Interval Filter","description":"Export validation — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied export validation records (valid_rows, exported_rows). 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-14-197?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_rows","exported_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"valid_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"exported_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","valid_rows":10,"dataset_group":"group-a","exported_rows":1},{"date":"2026-10-02","row_id":"row-2","valid_rows":20,"dataset_group":"group-b","exported_rows":2},{"date":"2026-10-03","row_id":"row-3","valid_rows":15,"dataset_group":"group-a","exported_rows":3},{"date":"2026-10-04","row_id":"row-4","valid_rows":30,"dataset_group":"group-b","exported_rows":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_rows","exported_rows"],"type":"string","default":"valid_rows"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_2dYRFK1h0t9zjtkZUt4eC","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 on export validation row data: a record quality audit, string normalisation of dataset group labels, and a numeric interval filter on valid_rows or exported_rows fields.","exampleAgentPrompt":"Can you audit the quality of these 4 export validation rows, normalise the dataset_group strings, and filter on valid_rows between 0 and 100? The rows are: row-1 on 2026-10-01 group-a valid_rows=10 exported_rows=1, row-2 on 2026-10-02 group-b valid_rows=20 exported_rows=2, row-3 on 2026-10-03 group-a valid_rows=15 exported_rows=3, row-4 on 2026-10-04 group-b valid_rows=30 exported_rows=4.","exampleUseCases":[{"title":"Nightly export pipeline quality check","prompt":"I've got last night's export log with 50 rows — can you run a record quality audit, normalise the dataset_group names, and filter valid_rows to only show me records between 5 and 500?"},{"title":"Catching bad records before a data handoff","prompt":"Before I hand off this export file to the client, can you audit these rows for quality issues, clean up the group label strings, and flag any rows where exported_rows falls outside the range 0 to 200?"},{"title":"Monthly export validation summary","prompt":"I need a combined report on my monthly export dataset — run the record quality audit, normalise the dataset group strings, and filter on the exported_rows field between 1 and 1000 for these 80 rows."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, malformed or out-of-range values across all supplied rows; (2) a string normalisation report for dataset_group labels; and (3) a numeric interval filter report listing which rows have the selected numeric field (valid_rows or exported_rows) within the specified minimum–maximum range. All reports are computed locally without any external lookups. Up to 200 rows per call.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds per-call limit","Row missing required fields (row_id, dataset_group, date, valid_rows, exported_rows) — validation error","Date field not matching YYYY-MM-DD pattern — schema error","Minimum greater than maximum — interval filter returns empty or errors","Non-numeric value in valid_rows or exported_rows — type coercion or rejection","Payment of 0.01 USDC not completed — 402 response, no report returned"],"whenToPreferThis":"Choose this endpoint when you need three combined local analytical operations — record quality audit, string normalisation, and numeric interval filtering — on export validation data (valid_rows, exported_rows) in a single low-cost call. Prefer it over single-operation endpoints when all three reports are needed at once, saving API round-trips. Not suitable when you need live data lookups, predictions, deduplication, or more than 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:53:53.212Z","isFirstParty":false,"canonicalSlug":"export-validation-record-quality-audit-string-normalisation-numeric-191d9021"}