{"uid":"cap_XScX1V30LgShUoHpRrpmT","slug":"numeric-precision-comparisons-duplicate-key-report-equal-width-15de22dc","name":"Numeric Precision Comparisons — Duplicate Key Report + Equal-Width Histogram","description":"Numeric precision comparisons — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram 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-20-064?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_tPVFCvWO8m9Gae8Dq_KEc","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":"Generates two local analytical reports (duplicate key report and equal-width histogram) for up to 200 rows of numeric precision comparison data (source_value vs transformed_value).","exampleAgentPrompt":"I have 150 rows of source-to-transformed numeric comparison records with row IDs, dataset groups, and dates — can you run a duplicate key report and an equal-width histogram with 8 bins on the source_value field for me?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I just ran an ETL job and have 200 rows with source_value and transformed_value fields — can you check for duplicate row IDs and show me a histogram of the source_value distribution using 10 bins?"},{"title":"Detecting duplicate records in financial transforms","prompt":"I have a batch of 120 financial precision comparison records with row IDs, groups, and dates — run a duplicate key report on them and give me a 5-bin equal-width histogram on the transformed_value field."},{"title":"Validating numeric data transformation accuracy","prompt":"Can you analyze these 80 numeric precision comparison rows from my dataset group 'sales-q4' — I need to see if any row IDs are duplicated and get a histogram of source_value with 15 bins so I can spot anomalies?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report listing any repeated row_id values across the supplied rows, and (2) an equal-width histogram of the selected numeric field (source_value or transformed_value) broken into the specified number of bins (1–30), showing value ranges and counts for up to 200 rows. No external lookups or predictions are made.","failureModes":["More than 200 rows submitted — request rejected","Missing required row fields (row_id, source_value, transformed_value, date, dataset_group) — validation error","bins value outside 1–30 range — rejected","Numeric values outside ±1,000,000,000,000 range — rejected","Empty rows array — rejected","Invalid date format (not YYYY-MM-DD) — rejected"],"whenToPreferThis":"Choose this endpoint when you need fast, local, offline-style analytics on a small-to-medium dataset (up to 200 rows) of numeric source-vs-transformed comparisons and want both a duplicate key check and a distribution histogram in a single call for a flat $0.01 USDC fee. Ideal for ETL validation, data quality audits, and transformation sanity checks where no external data or ML prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:55.722Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-duplicate-key-report-equal-width-15de22dc"}