{"uid":"cap_NCCxtsK7xuvVZwS5cQDat","slug":"sampling-observations-duplicate-key-report-numeric-interval-filter-e8fd96d6","name":"Sampling Observations — Duplicate Key Report + Numeric Interval Filter","description":"Sampling observations — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied sampling observations records (sample_value, sample_weight). 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-15-059?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"},"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_8TXY_RQeHTEHlHstzElf2","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 local analytical reports on supplied sampling observation rows: a duplicate key report and a numeric interval filter, for up to 200 rows of sample_value/sample_weight data.","exampleAgentPrompt":"Check my 150 sampling observation rows for duplicate row IDs and also filter to only show records where sample_value falls between 0 and 500 — here's the dataset with row_id, dataset_group, date, sample_value, and sample_weight fields.","exampleUseCases":[{"title":"Quality check survey sample dataset","prompt":"I have 80 rows of survey sampling data with row_id, dataset_group, date, sample_value, and sample_weight columns. Run the duplicate key report to find any repeated row IDs, and also filter to show only records where sample_value is between 10 and 250."},{"title":"Outlier detection on weighted observations","prompt":"Here are 120 sampling observation records — can you flag any duplicate row IDs and also identify which rows have sample_weight outside the range of 0.5 to 100? I want both reports at once."},{"title":"Pre-analysis data validation for research data","prompt":"Before I run my analysis, I need to validate these 60 sampling records. Check for any duplicate row identifiers and filter sample_value to only include rows between -50 and 200, using the sample_value field."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated row_id or key combinations within the supplied dataset, and (2) a numeric interval filter report listing rows where the selected field (sample_value or sample_weight) falls within the specified minimum/maximum range. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Empty or missing rows array returns an error","Rows exceeding 200 items will be rejected (maxItems constraint)","Invalid date format (not YYYY-MM-DD) causes validation failure","sample_value or sample_weight values outside ±1,000,000,000,000 are rejected","Invalid field enum value (not 'sample_value' or 'sample_weight') causes error","Missing required row fields (row_id, dataset_group, date) causes schema validation failure","Payment failure or insufficient USDC balance blocks the request"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously run a duplicate key audit and a numeric range filter on sampling observation data in a single paid call. It is ideal for data quality checks on survey, scientific, or statistical sampling datasets with up to 200 rows. Prefer this over general-purpose analytics when your data specifically has sample_value and sample_weight columns and you want both duplicate detection and interval filtering in one operation for a flat $0.01 USDC fee.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:19.607Z","isFirstParty":false,"canonicalSlug":"sampling-observations-duplicate-key-report-numeric-interval-filter-e8fd96d6"}