{"uid":"cap_O7UcrIf9OVEaXasmE5KX5","slug":"data-reconciliation-numeric-distribution-equal-width-histogram-f86b8be4","name":"Data Reconciliation Numeric Distribution & Equal-Width Histogram","description":"Data reconciliation — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied data reconciliation records (source_total, target_total). 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-11-079?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_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"}}},"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_U_jm1piQQHSd2GJNtR_M3","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 analytical reports — a numeric distribution summary and an equal-width histogram — for data reconciliation records comparing source and target totals (up to 200 rows).","exampleAgentPrompt":"I have 150 reconciliation rows with source_total and target_total values — can you run a numeric distribution report and an equal-width histogram with 10 bins on the source_total field for my 'Q3-audit' dataset group?","exampleUseCases":[{"title":"Finance team reconciliation audit","prompt":"I've got 80 reconciliation records comparing our source ledger totals to target totals for October 2024 — can you generate a numeric distribution and a 10-bin equal-width histogram on the source_total field so I can see where the values cluster?"},{"title":"ETL pipeline data quality check","prompt":"After our ETL run, I have 200 rows of source and target totals tagged by pipeline group and date — can you give me a distribution report and equal-width histogram with 5 bins on the target_total to check if the output values are spreading as expected?"},{"title":"Vendor payment reconciliation analysis","prompt":"We're reconciling vendor payments and I have 50 rows with source_total and target_total amounts — run a numeric distribution plus a 15-bin histogram on source_total so I can spot any unusual concentrations or outliers."}],"resultDescription":"Returns two independent analytical reports computed locally: (1) a numeric distribution summary (mean, min, max, percentiles, etc.) and (2) an equal-width histogram with the configured number of bins, both computed over the chosen field (source_total or target_total) across the supplied reconciliation rows.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (non YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, dataset_group, date, source_total, target_total) causes rejection","bins value outside 1–30 range causes validation error","All null values in the selected field produce empty or degenerate reports","Non-numeric values in source_total or target_total cause type errors"],"whenToPreferThis":"Choose this endpoint when you have structured data reconciliation records with source and target numeric totals and need both a statistical distribution summary and a binned histogram in a single low-cost call. Ideal for data quality workflows, ETL audits, and financial reconciliation checks where you want offline, local analytics with no external data lookups or side effects.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:41.747Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-numeric-distribution-equal-width-histogram-f86b8be4"}