{"uid":"cap_oaL9GO8bMLkhyVg-Y-Mq6","slug":"customer-segment-observations-duplicate-key-report-two-measure-acfcdfed","name":"Customer Segment Observations — Duplicate Key Report + Two-Measure Correlation","description":"Customer segment observations — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation 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-16-066?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}}},"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_zC2hIKlo_zjqF5GZRzLz7","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 local analytical reports (duplicate key detection and two-measure Pearson correlation) on up to 200 rows of customer segment data containing account counts and revenue amounts.","exampleAgentPrompt":"I have customer segment observations for groups A and B across several dates — can you run a duplicate key check and a correlation analysis between account_count and revenue_amount on this dataset of about 50 rows?","exampleUseCases":[{"title":"Audit segment data for duplicate keys","prompt":"I just exported our customer segment records — rows with row_id, company_group, date, account_count, and revenue_amount — and I need to know if there are any duplicate row IDs before I load them into our warehouse. Can you run the duplicate key report on these 120 rows?"},{"title":"Correlate revenue with account volume","prompt":"We have monthly observations across our company groups showing account counts and revenue amounts. Can you check whether account_count and revenue_amount are correlated across our 80-row customer segment dataset?"},{"title":"Combined data quality and correlation check","prompt":"Before I share this customer segment report with leadership, I need to confirm there are no duplicate keys and also understand if account count tracks with revenue. Run both the duplicate key and two-measure correlation reports on these 150 segment rows, please."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any rows sharing the same key fields, and (2) a two-measure correlation report quantifying the statistical relationship between account_count and revenue_amount across the supplied rows. Both are computed locally with no external data lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, company_group, date, account_count, or revenue_amount) cause validation failure","Date strings not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 range are rejected","Insufficient variance in measures may produce undefined or trivial correlation result"],"whenToPreferThis":"Choose this endpoint when you need both duplicate-key auditing and a simple two-measure Pearson correlation on customer segment data (account_count vs revenue_amount) in a single $0.01 call, without requiring external data access, predictions, or professional assessments. Ideal for lightweight, self-contained data quality and statistical checks on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:58.517Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-duplicate-key-report-two-measure-acfcdfed"}