{"uid":"cap_fOhf3iz0GCWCKTIG7MfFq","slug":"feature-availability-analytics-duplicate-key-report-grouped-numeric-281a637c","name":"Feature Availability Analytics: Duplicate Key Report + Grouped Numeric Summary","description":"Feature availability — Duplicate key report + Grouped numeric summary: Duplicate key report + 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-10-056?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_-jl6rA4qob2g0ylEcO3nX","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 feature availability records to produce two reports: a duplicate key report and a grouped numeric summary across populated_features and expected_features fields.","exampleAgentPrompt":"Can you run a duplicate key report and a grouped numeric summary on these feature availability records — I have rows with row_id, dataset_group, date, populated_features, and expected_features for about 50 rows across group-a and group-b, and I want to analyze the populated_features field?","exampleUseCases":[{"title":"Audit ML pipeline feature completeness","prompt":"I have 120 rows from my ML pipeline tracking populated_features and expected_features per dataset group and date — can you run a duplicate key check and a grouped numeric summary on them so I can see if any row IDs are duplicated and how each group is performing on average?"},{"title":"Spot duplicate keys in ETL output","prompt":"My ETL job just produced a batch of feature availability records and I need to know if there are any duplicate row_ids in there — can you run the duplicate key report on these 80 rows and also give me a grouped summary of the expected_features field by dataset_group?"},{"title":"Compare feature population across dataset groups","prompt":"I want to compare how well features are being populated across my three dataset groups — here are 150 rows with populated_features and expected_features values, can you give me a grouped numeric summary and flag any duplicate row IDs at the same time?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_id values that appear more than once in the submitted records, and (2) a grouped numeric summary aggregating the selected numeric field (populated_features or expected_features) by dataset_group, including statistics like counts, totals, and averages per group. Both reports are computed locally with no external data lookups.","failureModes":["Empty rows array — minimum 1 row required","Rows exceeding 200 items — payload rejected","Invalid date format — must match YYYY-MM-DD pattern","Missing required fields (row_id, dataset_group, date, populated_features, expected_features) — row rejected","Invalid field selector — must be 'populated_features' or 'expected_features'","row_id exceeding 80 characters — validation error","numeric values outside allowed range (-1T to +1T) — rejected"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously detect duplicate row keys and compute grouped numeric statistics on feature availability data in a single low-cost call. It is ideal for ETL quality checks, ML feature store audits, and dataset completeness monitoring where you have up to 200 rows and want both a data integrity check and a summary rollup without any external API dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:37.739Z","isFirstParty":false,"canonicalSlug":"feature-availability-analytics-duplicate-key-report-grouped-numeric-281a637c"}