{"uid":"cap_EIZ8zyNcqqltaYZ5_Hdyn","slug":"feature-availability-analytics-exact-row-deduplication-grouped-fd822016","name":"Feature Availability Analytics — Exact Row Deduplication + Grouped Numeric Summary","description":"Feature availability — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied feature availability records (populated_features, expected_features). 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-10-040?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","populated_features","expected_features"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"expected_features":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_features":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_features":1,"populated_features":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_features":2,"populated_features":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_features":3,"populated_features":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_features":4,"populated_features":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_features","expected_features"],"type":"string","default":"populated_features"}}},"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_AgpHbk29uSmZ8YD-i_aK3","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":"Deduplicates exact duplicate rows and generates a grouped numeric summary report for feature availability records (populated_features, expected_features) across dataset groups and dates.","exampleAgentPrompt":"I have up to 200 feature availability records with populated_features and expected_features columns across several dataset groups — can you deduplicate the exact rows and give me a grouped numeric summary report for the populated_features field?","exampleUseCases":[{"title":"Audit feature pipeline for duplicates","prompt":"I've got a batch of feature availability rows tagged by dataset_group and date — can you run exact deduplication on them and tell me which rows are repeated, then give me a grouped summary of populated_features counts per group?"},{"title":"Compare feature coverage across dataset groups","prompt":"I want to see a grouped numeric summary of expected_features broken down by dataset_group across my feature availability records — can you deduplicate first and then summarize using expected_features as the field?"},{"title":"Daily feature completeness report","prompt":"Here are today's feature availability entries for group-a and group-b with dates and populated vs expected counts — please deduplicate any exact duplicates and produce a grouped numeric summary so I can see completeness per group."}],"resultDescription":"Returns two independent analytical reports: (1) a deduplicated list of exact row matches removed from the input, and (2) a grouped numeric summary of the selected field (populated_features or expected_features) aggregated by dataset_group — all computed locally with no external lookups.","failureModes":["Input array is empty (minItems: 1 violated)","More than 200 rows submitted (maxItems: 200 exceeded)","row_id missing or blank (minLength: 1 violated)","date field does not match YYYY-MM-DD pattern","numeric field values exceed allowed range (±1,000,000,000,000)","Invalid field enum value (must be populated_features or expected_features)","Payment of 0.01 USDC not fulfilled via x402 protocol"],"whenToPreferThis":"Choose this endpoint when you need both exact-row deduplication and a grouped numeric summary in a single call for up to 200 feature availability records — particularly when your data tracks populated vs expected feature counts across named dataset groups and dates, and you want a cheap ($0.01 USDC), local, offline computation with no external data enrichment or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:13:24.502Z","isFirstParty":false,"canonicalSlug":"feature-availability-analytics-exact-row-deduplication-grouped-fd822016"}