{"uid":"cap_ulFseeP-X_9N9YrkAG6FA","slug":"sampling-observations-data-quality-suite-record-audit-deduplication-180e5153","name":"Sampling Observations Data Quality Suite: Record Audit + Deduplication + Duplicate Key Report","description":"Sampling observations — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied sampling observations records (sample_value, sample_weight). 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-15-209?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","sample_value","sample_weight"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"sample_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"sample_weight":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","sample_value":10,"dataset_group":"group-a","sample_weight":1},{"date":"2026-10-02","row_id":"row-2","sample_value":20,"dataset_group":"group-b","sample_weight":2},{"date":"2026-10-03","row_id":"row-3","sample_value":15,"dataset_group":"group-a","sample_weight":3},{"date":"2026-10-04","row_id":"row-4","sample_value":30,"dataset_group":"group-b","sample_weight":4}],"maxItems":200,"minItems":1}}},"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_ue3i1h7ripBnMOm17wG5F","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 up to 200 sampling observation rows: a record quality audit, exact row deduplication, and a duplicate key report for sample_value and sample_weight fields.","exampleAgentPrompt":"Can you run a full data quality audit on my sampling observations — check for duplicate rows, duplicate keys, and flag any record quality issues? I have about 50 rows with fields like row_id, dataset_group, date, sample_value, and sample_weight.","exampleUseCases":[{"title":"Survey sample deduplication before analysis","prompt":"I have 120 rows of survey sampling data with sample_value and sample_weight columns — can you check them for exact duplicate rows and generate a duplicate key report so I know what to clean up before running my analysis?"},{"title":"Audit weighted observation records for quality","prompt":"Before I submit my sampling dataset to the stats team, can you run a record quality audit on my 80 observation rows and flag any data quality problems in the sample_value or sample_weight fields?"},{"title":"Detect repeated rows in grouped sample data","prompt":"I've got sampling observations split across groups like 'group-a' and 'group-b' with dates and weights — can you run the exact row deduplication and duplicate key report to see if any rows are being counted twice?"}],"resultDescription":"Three independent reports: (1) a record quality audit flagging data issues in the supplied rows, (2) an exact row deduplication report identifying fully identical records, and (3) a duplicate key report highlighting rows with repeated key combinations across sample_value and sample_weight fields. All analysis is performed locally on the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems limit","Missing required fields (row_id, dataset_group, date, sample_value, sample_weight) — validation error","date field not in YYYY-MM-DD format — schema validation failure","sample_value or sample_weight outside allowed numeric range — rejection","Empty rows array (minItems: 1 not met) — error response","Payment not provided or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data quality reports (record audit, deduplication, and duplicate key detection) on sampling observation data with sample_value and sample_weight fields, all in a single low-cost call. Ideal for pre-analysis data cleaning pipelines where you need to validate survey or measurement datasets of up to 200 rows without any external data access or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:59.123Z","isFirstParty":false,"canonicalSlug":"sampling-observations-data-quality-suite-record-audit-deduplication-180e5153"}