{"uid":"cap_EeJq5E2eIlt8ATkXagXYQ","slug":"customer-segment-observations-exact-row-deduplication-adjacent-row-be80ca7b","name":"Customer Segment Observations — Exact Row Deduplication + Adjacent Row Changes","description":"Customer segment observations — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied customer segment observations records (account_count, revenue_amount). 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-company-16-046?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","account_count","revenue_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"account_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"revenue_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","account_count":10,"company_group":"group-a","revenue_amount":1},{"date":"2026-10-02","row_id":"row-2","account_count":20,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":15,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":30,"company_group":"group-b","revenue_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["account_count","revenue_amount"],"type":"string","default":"account_count"}}},"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_4-pdYrcBhlHYIKfA2EPQL","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 customer segment observation records to identify exact duplicate rows and detect adjacent row changes across account_count or revenue_amount fields, returning two reports for up to 200 rows.","exampleAgentPrompt":"Can you run deduplication and adjacent row change detection on my customer segment observations — I have rows for group-a and group-b across October 2026 with account_count and revenue_amount values, up to 50 rows — and report both the exact duplicates and where account_count changes between consecutive rows?","exampleUseCases":[{"title":"Cleaning duplicate segment records","prompt":"I've got a dataset of about 80 customer segment observation rows with company_group, date, account_count, and revenue_amount — can you find all the exact duplicate rows and also flag wherever the account_count changes between adjacent entries?"},{"title":"Revenue change detection across groups","prompt":"Check my segment observations for exact duplicate rows and show me where revenue_amount shifts between consecutive rows — I have entries for several company groups dated across Q3 2025, about 120 rows total."},{"title":"Data quality audit before reporting","prompt":"Before I send this segment data to the board, can you run it through deduplication and adjacent row change analysis on the revenue_amount field? It's about 60 rows covering multiple company groups across dates in 2026 and I need to catch any repeated or inconsistent entries."}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report identifying which rows are perfect duplicates of each other, and (2) an adjacent row changes report showing where the selected field (account_count or revenue_amount) changes value between consecutive rows in the supplied dataset.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, company_group, date, account_count, revenue_amount) cause validation errors","Invalid date format (must be YYYY-MM-DD) causes schema rejection","Numeric values outside the allowed range (±1 trillion) cause validation failure","Empty rows array returns an error due to minItems:1 constraint","No exact duplicates or adjacent changes found — reports return empty result sets"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and adjacent row change detection in a single low-cost call ($0.01 USDC) on customer segment observation data with account_count and revenue_amount fields. It is ideal for data quality checks before reporting, detecting stale or repeated entries, and identifying value transitions between consecutive segment records — all without any external lookup or live data dependency. Best suited for datasets of up to 200 rows where local analytical processing is sufficient.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:42.200Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-exact-row-deduplication-adjacent-row-be80ca7b"}