{"uid":"cap_QzqPLN7I4AQ93Sio_dQJZ","slug":"sampling-observations-numeric-distribution-numeric-interval-filter-0e1abe2b","name":"Sampling Observations — Numeric Distribution + Numeric Interval Filter","description":"Sampling observations — Numeric distribution + Numeric interval filter: Numeric distribution + 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-15-074?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_iM4PN-2BVuAjOCYAhCrqS","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":"Computes a numeric distribution analysis and a numeric interval filter report for up to 200 weighted sampling observation records.","exampleAgentPrompt":"I have 150 weighted sampling observations with sample_value and sample_weight columns — can you run a numeric distribution analysis on the sample_value field and also filter to only rows where sample_value falls between 10 and 500?","exampleUseCases":[{"title":"Sensor reading distribution audit","prompt":"I've got 120 sensor readings with weights — analyze the distribution of the sample_value field and show me only the readings that fall between 5 and 250."},{"title":"Survey response range filtering","prompt":"Here are 80 survey response records with sample weights. Can you give me a distribution breakdown of the sample_value column and filter to responses between 0 and 100?"},{"title":"Lab sample quality check","prompt":"I need to analyze 60 lab measurement samples — run a numeric distribution on sample_value and also flag which ones fall outside the interval 20 to 800 using sample_weight as the weight field."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution summary of the chosen field (sample_value or sample_weight) across up to 200 rows, and (2) a numeric interval filter report showing which records fall within the specified minimum and maximum bounds — all computed locally with no external lookups.","failureModes":["Empty rows array or missing required row fields (row_id, dataset_group, date, sample_value, sample_weight) causes validation error","More than 200 rows submitted exceeds the per-call limit","Invalid date format (must be YYYY-MM-DD) causes schema rejection","minimum greater than maximum yields empty interval filter results","Null values in sample_value or sample_weight may be excluded from distribution calculations","Payment failure via x402 protocol prevents execution"],"whenToPreferThis":"Choose this endpoint when you have up to 200 weighted sampling observations and need both a distribution summary and an interval-filtered view of a numeric field in a single cheap call ($0.01 USDC). It is ideal for quick offline statistical analysis of sensor, survey, or lab data without requiring any external data connections or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:07.530Z","isFirstParty":false,"canonicalSlug":"sampling-observations-numeric-distribution-numeric-interval-filter-0e1abe2b"}