{"uid":"cap_gektYH-PTVbf8YhQw-Dia","slug":"sampling-observations-duplicate-key-report-grouped-numeric-summary-ede989a9","name":"Sampling Observations — Duplicate Key Report + Grouped Numeric Summary","description":"Sampling observations — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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-15-056?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"}}},"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_c5wWRJ3hzJiICVkAk4WIg","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":"Analyzes up to 200 sampling observation rows to produce two reports: a duplicate key report and a grouped numeric summary for sample_value or sample_weight fields.","exampleAgentPrompt":"I have up to 200 sampling observation rows with row IDs, dataset groups, dates, and sample values — can you run a duplicate key check and a grouped numeric summary on the sample_value field for me?","exampleUseCases":[{"title":"Survey data duplicate audit","prompt":"I've got a batch of 150 survey sampling records with row IDs and group labels — can you check them for any duplicate row IDs and also give me a grouped numeric summary of their sample_value field?"},{"title":"Weighted sample group statistics","prompt":"Here are 80 sampling observations across three dataset groups. Can you run a duplicate key report on the row IDs and give me a grouped numeric breakdown of the sample_weight field across those groups?"},{"title":"Observation batch QA before analysis","prompt":"Before I run my analysis, can you check this set of 120 sampling rows for duplicate keys and generate a grouped summary of sample_value by dataset_group so I can spot any data issues?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the submitted rows, and (2) a grouped numeric summary of the chosen field (sample_value or sample_weight) broken down by dataset_group, including descriptive statistics per group. Both reports are computed locally without external lookups.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — rejected with maxItems error","Invalid date format (not YYYY-MM-DD) — schema validation failure","sample_value or sample_weight out of allowed range (±1e12) — rejected","Missing required fields (row_id, dataset_group, date) — schema error","Invalid field enum value (not 'sample_value' or 'sample_weight') — rejected"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key audit and a grouped numeric summary on sampling observation data in a single $0.01 call. It is ideal for data quality checks on small-to-medium datasets (≤200 rows) where you want to identify repeated row identifiers and get per-group descriptive statistics simultaneously, without needing live data enrichment, prediction, or external lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:14.522Z","isFirstParty":false,"canonicalSlug":"sampling-observations-duplicate-key-report-grouped-numeric-summary-ede989a9"}