{"uid":"cap_iTr-wsY0i7rMNUVGLZH2-","slug":"numeric-precision-comparisons-exact-row-deduplication-numeric-3d06830c","name":"Numeric Precision Comparisons — Exact Row Deduplication + Numeric Interval Filter","description":"Numeric precision comparisons — Exact row deduplication + Numeric interval filter: Exact row deduplication + 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-20-043?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_tbLo0NL0qQkpS9TrA1uGK","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 rows and filters by numeric interval across supplied source_value/transformed_value records, returning two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"I have a dataset of 150 rows with source_value and transformed_value columns — can you run exact row deduplication and also filter to only rows where source_value is between 10 and 500, organized by dataset_group?","exampleUseCases":[{"title":"ETL pipeline duplicate detection","prompt":"I just ran an ETL job and got back 120 rows of source and transformed numeric values — can you deduplicate them exactly and also show me which ones fall between 0 and 1000 for the source_value field?"},{"title":"Data quality check on financial records","prompt":"Here are 80 financial records with source_value and transformed_value fields dated from 2024-01-01 to 2024-03-31 — run exact deduplication and filter to rows where transformed_value is between 500 and 50000."},{"title":"Sensor reading interval validation","prompt":"I have 200 sensor readings with group labels and dates — deduplicate them and tell me which readings have a source_value between -100 and 100 so I can flag the in-range ones."}],"resultDescription":"Two independent analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the supplied dataset, and (2) a numeric interval filter report listing only rows where the selected field (source_value or transformed_value) falls within the specified minimum and maximum bounds. Results cover up to 200 input rows and are computed locally without any external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","minimum greater than maximum — invalid interval, likely returns empty filter result or error","Missing required fields (row_id, dataset_group, date, source_value, transformed_value) — validation error","Numeric values outside ±1,000,000,000,000 — rejected by schema","Invalid date format (not YYYY-MM-DD) — schema validation failure","Empty rows array — minItems:1 violation"],"whenToPreferThis":"Choose this endpoint when you need both exact deduplication and numeric interval filtering on a small-to-medium dataset (up to 200 rows) of paired source/transformed numeric values in a single paid call. It is ideal for ETL validation, data quality checks, and numeric precision audits where no external data enrichment or prediction is needed — just local, deterministic analytical computation on your supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:40.522Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-exact-row-deduplication-numeric-3d06830c"}