{"uid":"cap_9fSd004RInFRSdOgALVBl","slug":"dataset-storage-record-quality-audit-deduplication-equal-width-dfdbd38b","name":"Dataset Storage Record Quality Audit + Deduplication + Equal-Width Histogram","description":"Dataset storage — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied dataset storage records (used_mb, row_count). 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-18-219?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","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_OQCri3kIdoDzoh4-RzP74","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 on dataset storage records (used_mb, row_count): record quality audit, exact row deduplication, and equal-width histogram — all from supplied data, no external lookups.","exampleAgentPrompt":"Audit data quality, deduplicate, and generate a 10-bin equal-width histogram on the used_mb field for these dataset storage records: [{\"row_id\":\"r1\",\"dataset_group\":\"prod\",\"date\":\"2025-01-01\",\"used_mb\":500,\"row_count\":100}, {\"row_id\":\"r2\",\"dataset_group\":\"prod\",\"date\":\"2025-01-01\",\"used_mb\":500,\"row_count\":100}].","exampleUseCases":[{"title":"Storage telemetry data quality check","prompt":"I have 150 dataset storage records with used_mb and row_count values — can you run a quality audit on them to flag any missing or invalid entries, deduplicate exact duplicate rows, and give me a 5-bin histogram of used_mb?"},{"title":"Duplicate detection in daily storage snapshots","prompt":"These are my daily dataset storage snapshots from the last quarter; check for exact duplicate rows across all of them and tell me which row_ids appear more than once, along with a quality audit of the dataset_group and date fields."},{"title":"Row count distribution profiling","prompt":"Profile the row_count field across my 80 dataset storage records using a 10-bin equal-width histogram so I can understand the distribution, and also flag any data quality issues you find in the process."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and format violations in the supplied rows; (2) an exact row deduplication report identifying duplicate records; (3) an equal-width histogram of the selected field (used_mb or row_count) across the specified number of bins. All computed locally from supplied data only.","failureModes":["More than 200 rows submitted — request exceeds row limit","Missing required fields (row_id, dataset_group, date, used_mb, row_count) — validation error","Invalid date format (non-YYYY-MM-DD) — schema validation failure","Bins parameter out of range (must be 1–30) — validation error","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need all three analytical operations (quality audit, deduplication, and histogram) run together on a small-to-medium dataset storage sample (up to 200 rows) in a single low-cost call. Ideal for agent workflows that need a quick data health check on storage telemetry without any external API dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:31.369Z","isFirstParty":false,"canonicalSlug":"dataset-storage-record-quality-audit-deduplication-equal-width-dfdbd38b"}