{"uid":"cap_Y2Vk_gPDMFbZLOgnbg_dt","slug":"data-reconciliation-duplicate-key-report-equal-width-histogram-e4f922dc","name":"Data Reconciliation — Duplicate Key Report + Equal-Width Histogram","description":"Data reconciliation — Duplicate key report + Equal-width histogram: Duplicate key report + 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-11-064?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_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_DoLm-YJrkPhpxGdflf7ho","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":"Runs two local analytical reports on reconciliation row data: a duplicate key detection report and an equal-width histogram for a chosen numeric field (source_total or target_total), across up to 200 rows.","exampleAgentPrompt":"Can you run a duplicate key report and an equal-width histogram with 10 bins on the source_total field for these reconciliation records: row-1 (group-a, 2025-01-01, source: 500, target: 490), row-2 (group-b, 2025-01-02, source: 300, target: 295), row-1 (group-a, 2025-01-01, source: 500, target: 490)?","exampleUseCases":[{"title":"ETL pipeline duplicate row audit","prompt":"I just ran an ETL reconciliation job and I want to check if any row_ids are duplicated across my 80 records — can you run a duplicate key report on them and also give me a histogram of source_total across 5 bins?"},{"title":"Finance team source vs target distribution check","prompt":"We have 150 reconciliation rows from last month's ledger close. Can you detect any duplicate keys and show me the equal-width histogram for target_total using 8 bins so I can see where the values cluster?"},{"title":"Data quality review before sign-off","prompt":"Before I sign off on this dataset, can you run a duplicate key check and a 10-bin equal-width histogram on the source_total field for these 40 reconciliation records grouped by region and date?"}],"resultDescription":"Returns two reports: (1) a duplicate key report listing any row_ids that appear more than once in the submitted data, and (2) an equal-width histogram for the selected numeric field (source_total or target_total) broken into the requested number of bins (1–30), including bin boundaries and counts. Both reports are computed locally using analytical engines with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to row limit","Invalid date format not matching YYYY-MM-DD pattern — validation error","source_total or target_total values outside the ±1,000,000,000,000 range","bins value outside 1–30 range — validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) on any row","Empty rows array — request rejected"],"whenToPreferThis":"Choose this endpoint when you need two specific local analytical outputs — duplicate key detection and equal-width histogram — on a reconciliation dataset of up to 200 rows without any external data lookup, prediction, or professional assessment. It is ideal for ETL data quality checks, finance reconciliation audits, or pre-sign-off data validation where detecting repeated keys and understanding numeric distribution are both needed in a single call at low cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:48.271Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-duplicate-key-report-equal-width-histogram-e4f922dc"}