{"uid":"cap_uqsZcySWUehVpp3y2DaE4","slug":"numeric-precision-comparisons-duplicate-key-report-numeric-interval-f21b767e","name":"Numeric Precision Comparisons — Duplicate Key Report + Numeric Interval Filter","description":"Numeric precision comparisons — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter 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-20-059?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"},"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_NBzH3414wYScJugOZiAHG","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 numeric source/transformed value pairs to produce a duplicate key report and a numeric interval filter report using local analytical engines.","exampleAgentPrompt":"I have 50 rows of source and transformed numeric values — can you run a duplicate key report and also filter to only show rows where source_value falls between 10 and 500? Here's the data: row-1, group-a, 2026-10-01, source=100, transformed=101; row-2, group-a, 2026-10-01, source=200, transformed=202...","exampleUseCases":[{"title":"ETL transformation duplicate check","prompt":"I just finished an ETL job and want to make sure no row IDs were duplicated — can you run a duplicate key report on these 80 rows of source and transformed values, grouped by dataset_group?"},{"title":"Filter numeric outliers in price data","prompt":"From my 120-row price comparison dataset, show me only the rows where source_value falls between 50 and 750 — and also flag any duplicate row IDs while you're at it."},{"title":"Validate sensor reading transformations","prompt":"I have 200 sensor readings with original and transformed values; can you detect any duplicate row keys and filter to only the rows where transformed_value is between -100 and 100?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the submitted dataset, and (2) a numeric interval filter report listing rows where the specified field (source_value or transformed_value) falls within the supplied minimum and maximum bounds. Up to 200 rows processed per call. No external lookups or predictions are made.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, source_value, transformed_value) cause row rejection","Invalid date format (non YYYY-MM-DD) triggers schema validation failure","Minimum greater than maximum produces an empty interval filter result","Numeric values outside ±1,000,000,000,000 are rejected by schema validation"],"whenToPreferThis":"Choose this endpoint when you need both duplicate key detection and numeric range filtering on a dataset of up to 200 rows in a single paid call ($0.01 USDC). It is ideal for lightweight data quality checks on ETL outputs, transformation validation, or any scenario where you want to cross-check row uniqueness and numeric bounds without setting up a full analytics pipeline. Prefer alternatives if you need more than 200 rows, real-time lookups, statistical modeling, or more than two report types.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:51.096Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-duplicate-key-report-numeric-interval-f21b767e"}