{"uid":"cap_ah6cDU3Ia_iErkzo1tfwl","slug":"sampling-observations-numeric-interval-filter-and-keyed-dataset-16870e89","name":"Sampling Observations Numeric Interval Filter and Keyed Dataset Comparison","description":"Sampling observations — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison 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-15-134?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"sample_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"sample_weight":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","sample_value":10,"dataset_group":"group-a","sample_weight":1},{"date":"2026-10-02","row_id":"row-2","sample_value":20,"dataset_group":"group-b","sample_weight":2},{"date":"2026-10-03","row_id":"row-3","sample_value":15,"dataset_group":"group-a","sample_weight":3},{"date":"2026-10-04","row_id":"row-4","sample_value":30,"dataset_group":"group-b","sample_weight":4}],"maxItems":200,"minItems":1},"field":{"enum":["sample_value","sample_weight"],"type":"string","default":"sample_value"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","sample_value","sample_weight"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"dataset_group":"group-b","sample_weight":2},{"date":"2026-10-03","row_id":"row-3","sample_value":17,"dataset_group":"group-a","sample_weight":3},{"date":"2026-10-04","row_id":"row-4","sample_value":33,"dataset_group":"group-b","sample_weight":4}],"maxItems":200,"minItems":0},"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_aVZKC3at9BfIEmZa48dBV","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 user-supplied sampling observation rows: a numeric interval filter and a keyed dataset comparison across up to 200 records.","exampleAgentPrompt":"I have two sets of sampling observations — both with row IDs, dates, dataset groups, sample values, and sample weights (up to 200 rows each) — can you run a numeric interval filter on the sample_value field plus a keyed comparison between the two datasets and give me both reports?","exampleUseCases":[{"title":"Survey response value range filtering","prompt":"I have 150 survey response records with row IDs, dates, group labels, sample values, and weights — can you filter the sample_value field to only show rows within a specific numeric interval and also compare them against last month's survey baseline dataset?"},{"title":"A/B experiment sample comparison","prompt":"I'm running an A/B test and have two batches of up to 200 observation rows each with sample values and weights — please do a numeric interval filter on sample_weight and a keyed dataset comparison between the control and treatment groups so I can see where they differ."},{"title":"Environmental monitoring data cross-check","prompt":"I've collected two sets of environmental sensor readings — each with a row ID, date, dataset group, sample value, and sample weight — can you filter the sample_value readings within a valid numeric range and run a keyed comparison across both monitoring datasets to spot discrepancies?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric interval filter showing which rows fall within the specified value range for the chosen field (sample_value or sample_weight), and (2) a keyed dataset comparison report matching rows across the primary and secondary datasets by key, highlighting differences in sample values and weights. No external data is fetched; all computation runs locally on the supplied rows.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, sample_value, sample_weight) cause validation errors","Null values in sample_value or sample_weight may affect interval filter results","Invalid date format (non-YYYY-MM-DD) will fail pattern validation","Values outside ±1,000,000,000,000 range are rejected","Empty rows array (minItems:1 not met) returns error"],"whenToPreferThis":"Choose this endpoint when you have structured sampling observation data (up to 200 rows) and need both a numeric interval filter and a keyed cross-dataset comparison in a single low-cost call. It is ideal for offline/batch analytical scenarios where no external lookup or prediction is needed — just deterministic computation on supplied data. At $0.01 USDC for two reports, it is cost-efficient for lightweight statistical comparison tasks that do not require a full analytics platform.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:47.111Z","isFirstParty":false,"canonicalSlug":"sampling-observations-numeric-interval-filter-and-keyed-dataset-16870e89"}