{"uid":"cap_wBdzGRKlKUv6IYTHsmswp","slug":"duplicate-observations-exact-row-deduplication-numeric-distribution-8de84783","name":"Duplicate Observations — Exact Row Deduplication + Numeric Distribution","description":"Duplicate observations — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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-04-039?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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_zYF9VtiCEZAG2yiM2shpT","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 analytical reports on supplied duplicate-observation records: exact row deduplication and numeric distribution analysis for duplicate_rows and total_rows fields.","exampleAgentPrompt":"I have 4 rows of duplicate observation data — row-1 through row-4 across groups group-a and group-b, dated 2026-10-01 to 2026-10-04, with duplicate_rows values of 10, 20, 15, 30 and total_rows of 1, 2, 3, 4 — can you run both the exact row deduplication and numeric distribution reports on the duplicate_rows field?","exampleUseCases":[{"title":"Data pipeline duplicate audit","prompt":"I've got 50 records from our ETL pipeline — each has a row_id, dataset_group, date, and counts for duplicate_rows and total_rows. Run the exact row deduplication and numeric distribution reports on the duplicate_rows field so I can see which rows are truly identical and how the duplicates are spread."},{"title":"Weekly data quality report by group","prompt":"Here are this week's duplicate observation counts for our two dataset groups — 'sales' and 'inventory' — across 7 days. Run both the deduplication check and the distribution analysis on total_rows so I can include the stats in our Monday data quality briefing."},{"title":"Benchmark distribution before data cleanup","prompt":"Before we run our cleanup script, I need a baseline: take these 120 observation records with their duplicate_rows and total_rows fields and give me the exact deduplication results plus the numeric distribution for total_rows, so we can compare before and after."}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report identifying which of the up to 200 supplied rows are exact duplicates, and (2) a numeric distribution report summarizing the spread, frequency, and statistical properties of either the duplicate_rows or total_rows field across all supplied records.","failureModes":["Input array is empty (minItems: 1 violated)","More than 200 rows supplied (maxItems exceeded)","Required fields missing from a row (row_id, dataset_group, date, duplicate_rows, or total_rows absent)","Date field does not match YYYY-MM-DD pattern","Field enum value not one of 'duplicate_rows' or 'total_rows'","Numeric values outside allowed range (-1e12 to 1e12)","Payment not included or insufficient (x402 protocol, 0.01 USDC required)"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and numeric distribution analysis in a single call on up to 200 user-supplied observation records containing duplicate_rows and total_rows metrics. It is ideal for lightweight, offline data quality checks where no external lookup or live data is needed. Prefer it over general-purpose analytics tools when you want a low-cost ($0.01 USDC), fast, deterministic paired report on pre-collected duplicate observation data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:12.504Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-exact-row-deduplication-numeric-distribution-8de84783"}