{"uid":"cap_7g6yiw-TXZkFwPpNaIBQV","slug":"numeric-precision-comparisons-duplicate-key-report-numeric-distribution-8aea201c","name":"Numeric Precision Comparisons — Duplicate Key Report + Numeric Distribution","description":"Numeric precision comparisons — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied numeric precision comparisons records (source_value, transformed_value). 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-20-055?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_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_X2-BDfRYDmSFIDFhnvKSY","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 rows of source/transformed numeric pairs, producing a duplicate key report and a numeric distribution report using local analytical engines.","exampleAgentPrompt":"Can you run a duplicate key report and numeric distribution on these 50 rows of source-vs-transformed numeric comparisons grouped by 'group-a' and 'group-b', using the source_value field for the distribution?","exampleUseCases":[{"title":"ETL pipeline data integrity check","prompt":"I have 120 rows from my ETL run with row IDs, dates, dataset groups, source values, and transformed values — can you check for any duplicate row IDs and show me the numeric distribution of the transformed_value column?"},{"title":"Data quality audit for numeric precision","prompt":"We just ran a numeric precision comparison across two groups and I need to verify there are no repeated keys and understand the spread of source_value — can you generate a duplicate key report and distribution summary for my 85 records?"},{"title":"Transformation validation before reporting","prompt":"Before I publish these results, can you scan my 200 comparison rows for duplicate row IDs and give me a distribution breakdown of the source_value field so I can catch any anomalies?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values across the submitted rows, and (2) a numeric distribution report summarizing the statistical spread (e.g. counts, ranges, percentiles) of the selected field (source_value or transformed_value). Both reports are computed locally with no external data lookup.","failureModes":["Fewer than 1 or more than 200 rows submitted — validation error returned","row_id missing or empty — schema validation failure","date field does not match YYYY-MM-DD pattern — rejected","source_value or transformed_value out of ±1,000,000,000,000 range — rejected","Invalid field enum value (not 'source_value' or 'transformed_value') — error response","Payment of 0.01 USDC not completed via x402 — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you need both duplicate key detection and numeric distribution analysis on a batch of up to 200 numeric comparison records in a single low-cost call. It is ideal for ETL validation, data quality audits, and transformation pipeline checks where you want local, offline analytics without external lookups or predictions. Prefer it over general-purpose analytics tools when you need a quick, cheap ($0.01 USDC) two-in-one report on source vs transformed numeric pairs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:46.542Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-duplicate-key-report-numeric-distribution-8aea201c"}