{"uid":"cap_ujkX9icKV7wYD-ynWgQFl","slug":"customer-segment-observations-duplicate-key-report-adjacent-row-changes-c0abfe72","name":"Customer Segment Observations — Duplicate Key Report + Adjacent Row Changes","description":"Customer segment observations — Duplicate key report + Adjacent row changes: Duplicate key report + 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-16-062?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_QNNdMKZ5sBZGCUpg9BiXI","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 up to 200 customer segment observation rows to produce two local analytical reports: a duplicate key report and an adjacent row changes report, for account_count or revenue_amount fields.","exampleAgentPrompt":"I have a list of customer segment observations with company groups, dates, account counts, and revenue amounts — can you run a duplicate key report and adjacent row changes report on the account_count field for up to 200 rows?","exampleUseCases":[{"title":"Audit segment data for duplicate entries","prompt":"I have about 150 customer segment records with row IDs, company groups, and dates — can you check the account_count field for any duplicate keys and flag which adjacent rows show changes?"},{"title":"Revenue anomaly detection across segments","prompt":"Here are my segment observations for Q4 with company_group and revenue_amount columns — run the duplicate key report and adjacent row changes analysis on revenue_amount so I can spot data entry errors."},{"title":"Data quality check before analytics pipeline","prompt":"Before I load these 80 customer segment rows into my dashboard, can you run both the duplicate key report and adjacent row changes report on the account_count field to make sure the data is clean?"}],"resultDescription":"Two independent analytical reports: (1) a duplicate key report identifying rows with repeated key combinations, and (2) an adjacent row changes report showing where the selected field (account_count or revenue_amount) changes between consecutive rows — all computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, company_group, date, account_count, or revenue_amount) causes validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Invalid field enum value (not account_count or revenue_amount) causes error","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need fast, local duplicate-key detection and adjacent-row change analysis on customer segment observation data (account_count or revenue_amount) without any external lookups or predictions, and your dataset is 200 rows or fewer. It is cost-effective at $0.01 USDC for both reports simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:45.786Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-duplicate-key-report-adjacent-row-changes-c0abfe72"}