{"uid":"cap__JoGq2CfK8cTf0a8wYrfx","slug":"sampling-observations-analytics-record-quality-audit-exact-row-845dc086","name":"Sampling Observations Analytics: Record Quality Audit + Exact Row Deduplication + Base-100 Series","description":"Sampling observations — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series 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-15-218?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},"field":{"enum":["sample_value","sample_weight"],"type":"string","default":"sample_value"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_JIQfIIgGJ96rkQ69x4j6A","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 base-100 index series for sample_value or sample_weight.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and base-100 index series on my sampling observations dataset — here are 10 rows with row_id, dataset_group, date, sample_value, and sample_weight fields — index the sample_value column starting from row 0?","exampleUseCases":[{"title":"Survey sample data quality audit","prompt":"I have 150 rows of survey sampling data with sample values and weights — can you audit them for record quality issues, remove exact duplicate rows, and produce a base-100 index series on sample_value starting from the first row?"},{"title":"Weighted sample deduplication check","prompt":"Check my 80-row sampling observations dataset for duplicate records and data quality problems, and also build a base-100 series on sample_weight from index 0 — the rows have row_id, dataset_group, date, sample_value, and sample_weight."},{"title":"Base-100 index series for A/B group samples","prompt":"I've got two groups of sampling observations (group-a and group-b) across about 60 rows — please audit the record quality, deduplicate exact rows, and generate a base-100 index starting at position 0 for the sample_value field."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing values, type mismatches, and field-level issues; (2) an exact row deduplication report identifying fully duplicated records; and (3) a base-100 index series for the chosen numeric field (sample_value or sample_weight), normalized relative to the selected base row.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, sample_value, sample_weight, dataset_group) cause row-level errors","Invalid date format (not YYYY-MM-DD) triggers a pattern validation failure","base_index value out of range (0-199) or exceeding the number of submitted rows causes an index error","Null values in sample_value or sample_weight may appear in quality audit flagging but won't block execution","Payment of 0.01 USDC not included causes an x402 payment-required response"],"whenToPreferThis":"Choose this endpoint when you need three bundled local analytics — quality audit, deduplication, and base-100 indexing — on sampling observation data with sample_value and sample_weight fields, all in a single low-cost call. Prefer it over separate tools when your dataset is under 200 rows and you want consolidated reporting without external lookups or live data connections.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:58.088Z","isFirstParty":false,"canonicalSlug":"sampling-observations-analytics-record-quality-audit-exact-row-845dc086"}