{"uid":"cap_yBxGjetgAbim1EE9SE6vj","slug":"customer-segment-observations-duplicate-key-report-numeric-distribution-830e35e1","name":"Customer Segment Observations — Duplicate Key Report + Numeric Distribution","description":"Customer segment observations — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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-16-055?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_3jq3SkRu_Oy3_9WyYM7H0","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 a duplicate key report and numeric distribution for account_count or revenue_amount fields.","exampleAgentPrompt":"Can you check my customer segment observations for duplicate row IDs and also give me a numeric distribution of the account_count field? I have about 50 rows with fields like row_id, company_group, date, account_count, and revenue_amount.","exampleUseCases":[{"title":"Data quality audit before pipeline load","prompt":"Before I load this into our data warehouse, can you run a duplicate key check on these 120 customer segment rows — I want to catch any repeated row_ids — and also show me the numeric distribution of revenue_amount?"},{"title":"Revenue distribution profiling by segment","prompt":"I have quarterly segment observations with account_count and revenue_amount across several company groups. Can you give me the duplicate key report plus a numeric distribution of revenue_amount so I can see how revenue is spread?"},{"title":"Account count spread analysis for reporting","prompt":"Run a duplicate key report and an account_count numeric distribution on these 80 customer segment records organized by company_group and date — I need this for our monthly analytics summary."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying repeated row_id values across the supplied rows, and (2) a numeric distribution report (histogram/frequency breakdown) for the selected field — either account_count or revenue_amount — across the up to 200 input rows. No external data is fetched; all analysis is local.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, date, company_group, account_count, revenue_amount) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array returns an error","Invalid field selector (not account_count or revenue_amount) causes failure"],"whenToPreferThis":"Choose this endpoint when you have up to 200 customer segment observation records and need both a duplicate key audit and a numeric distribution report in a single $0.01 call. It is ideal for pre-load data quality checks, segment profiling, and lightweight analytics on structured tabular data without needing a full data platform. Best suited for datasets with company_group, date, account_count, and revenue_amount columns.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:49.354Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-duplicate-key-report-numeric-distribution-830e35e1"}