{"uid":"cap_p4Jsh9M0jFdxmiFJGStaQ","slug":"dataset-storage-record-quality-audit-grouped-numeric-summary-5096312f","name":"Dataset Storage Record Quality Audit + Grouped Numeric Summary","description":"Dataset storage — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied dataset storage records (used_mb, row_count). 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-analytics-18-005?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","used_mb","row_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"used_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","used_mb":10,"row_count":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","used_mb":20,"row_count":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","used_mb":15,"row_count":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","used_mb":30,"row_count":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["used_mb","row_count"],"type":"string","default":"used_mb"}}},"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_xh85k_9qHXGY2eypGlHVv","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 two analytical reports on supplied dataset storage records: a data quality audit and a grouped numeric summary for used_mb or row_count fields, for up to 200 rows.","exampleAgentPrompt":"Can you run a quality audit and grouped numeric summary on my dataset storage records for used_mb? I have rows with row_id, dataset_group, date, used_mb, and row_count — here are up to 200 of them.","exampleUseCases":[{"title":"Storage usage quality check by group","prompt":"I have about 50 dataset storage records with fields like row_id, dataset_group, date, used_mb, and row_count. Can you audit them for data quality issues and give me a grouped summary of used_mb by dataset_group?"},{"title":"Row count anomaly detection across groups","prompt":"Here are 120 storage records spanning multiple dataset groups. Run a quality audit on them and also give me a grouped numeric summary of the row_count field so I can see if any groups look anomalous."},{"title":"Monthly storage data validation report","prompt":"I need to validate the quality of my monthly storage data and get a summary grouped by dataset_group for the used_mb field. I'll send you up to 200 rows with row_id, date, used_mb, and row_count included."}],"resultDescription":"Two independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or missing fields across the supplied rows, and (2) a grouped numeric summary (e.g. count, mean, min, max) of the selected field (used_mb or row_count) broken down by dataset_group. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Empty rows array — returns error if minItems constraint (1) is not met","More than 200 rows submitted — request rejected due to maxItems limit","Invalid date format — rows with dates not matching YYYY-MM-DD pattern may be flagged or rejected","Missing required fields (row_id, dataset_group, date) — schema validation failure","Invalid field enum value — field must be 'used_mb' or 'row_count', other values rejected","Payment not included or insufficient — x402 payment required at $0.01 USDC per call"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a grouped numeric summary in a single call for dataset storage records (used_mb/row_count), processing up to 200 rows at once with no external data dependencies. It is ideal for lightweight, offline-style analytics on storage telemetry data where you want to validate record completeness and get grouped descriptive statistics simultaneously for a flat fee of $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:08.157Z","isFirstParty":false,"canonicalSlug":"dataset-storage-record-quality-audit-grouped-numeric-summary-5096312f"}