{"uid":"cap_ljjfoHIRBpT0rUv0esyhv","slug":"duplicate-observations-deduplication-histogram-analytics-45ee5ea4","name":"Duplicate Observations Deduplication + Histogram Analytics","description":"Duplicate observations — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied duplicate observations records (duplicate_rows, total_rows). 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-04-048?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","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"}}},"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_oNwrA7NTcn9C_i2P4qdG7","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":"Performs exact row deduplication analysis and equal-width histogram generation on supplied duplicate observation records (duplicate_rows, total_rows fields).","exampleAgentPrompt":"Can you analyze these duplicate observation records for me — 4 rows across groups 'group-a' and 'group-b' from Oct 1–4 2026 — and give me both a deduplication report and a 5-bin equal-width histogram for the duplicate_rows field?","exampleUseCases":[{"title":"Data quality audit for ETL pipeline","prompt":"I have records from our ETL pipeline showing duplicate_rows and total_rows for each dataset group over the past week — can you run a deduplication analysis and a 10-bin histogram on the duplicate_rows field so I can see where we have the worst duplication problems?"},{"title":"Dataset group duplicate distribution check","prompt":"Here are 50 rows of duplicate observation metrics across our dataset groups from the last month. Give me an exact row dedup report and a 5-bin equal-width histogram on the total_rows field so I can understand the distribution."},{"title":"Pre-processing data health summary","prompt":"Before we import this data, I want to understand duplication levels — I've got 120 records with duplicate_rows and total_rows values. Can you generate both a deduplication summary and an equal-width histogram with 8 bins on duplicate_rows?"}],"resultDescription":"Returns two reports for up to 200 supplied rows: (1) an exact row deduplication report identifying duplicate records, and (2) an equal-width histogram report for the chosen field (duplicate_rows or total_rows) broken into the specified number of bins (1–30). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Empty rows array or missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) causes validation error","More than 200 rows submitted exceeds the maxItems limit","bins value outside 1–30 range rejected","Invalid date format (must match YYYY-MM-DD) causes schema validation failure","null numeric values may affect histogram bin calculation","Payment of 0.01 USDC not completed causes request rejection"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication analysis AND a histogram distribution report on duplicate observation data in a single low-cost call. Best suited for data quality audits, ETL pipeline monitoring, and dataset health checks involving duplicate_rows and total_rows metrics. Prefer this over generic stats tools when you need both reports simultaneously for up to 200 rows at a fixed $0.01 cost with no external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:15.019Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-deduplication-histogram-analytics-45ee5ea4"}