{"uid":"cap_c9Vtgju3TEXZhEQ2O3BQV","slug":"duplicate-observations-adjacent-row-changes-equal-width-histogram-53a2d46d","name":"Duplicate Observations — Adjacent Row Changes + Equal-Width Histogram","description":"Duplicate observations — Adjacent row changes + Equal-width histogram: Adjacent row changes + 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-04-156?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_II8hAIUDN2IpyffQCiJFg","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":"Analyzes duplicate observation records by generating two local reports: an adjacent row change analysis and an equal-width histogram, for up to 200 rows of duplicate_rows/total_rows data.","exampleAgentPrompt":"Run both the adjacent row changes and equal-width histogram reports on my duplicate observation data — I have 4 records for group-a and group-b from 2026-10-01 to 2026-10-04 with duplicate_rows values of 10, 20, 15, 30 and total_rows of 1–4 — use 5 bins and analyze the duplicate_rows field.","exampleUseCases":[{"title":"Data quality audit over time","prompt":"I have a week of daily duplicate row counts across two dataset groups and want to see how the duplicates changed between consecutive days and how they're distributed — run the adjacent row changes and histogram analysis on my duplicate_rows field with 5 bins."},{"title":"Histogram spike detection in ETL pipeline","prompt":"My ETL pipeline logs duplicate_rows and total_rows for each batch — can you bin those duplicate_rows values into 10 equal-width buckets and also show me where the biggest jumps happened between adjacent records? I have about 50 rows to analyze."},{"title":"Comparing duplicate trends across dataset groups","prompt":"I've got 200 records tracking duplicate_rows and total_rows across several dataset groups and dates — generate both the adjacent row change report and a 7-bin equal-width histogram so I can spot which groups have the worst duplicate patterns."}],"resultDescription":"Returns two analytical reports: (1) an adjacent row changes analysis showing how duplicate_rows or total_rows values shift between consecutive records, and (2) an equal-width histogram distributing the selected field's values across the configured number of bins — all computed locally with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","bins value outside 1–30 range — rejected","Null values in duplicate_rows or total_rows may affect computation accuracy","Unsupported field name not in enum [duplicate_rows, total_rows] — schema validation failure"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous analytical views — sequential change detection and distribution binning — on duplicate observation records without any external data dependencies. It is ideal for lightweight data quality monitoring workflows where you want both trend and distribution insights in a single $0.01 call on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:32.172Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-adjacent-row-changes-equal-width-histogram-53a2d46d"}