{"uid":"cap_FnQ0N1nAWW-7_C8i0Cc-T","slug":"customer-segment-observations-numeric-distribution-category-frequencies-834266c4","name":"Customer Segment Observations — Numeric Distribution & Category Frequencies","description":"Customer segment observations — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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-16-072?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_IMDvpsoyosl3WxXcv1a5N","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":"Computes numeric distribution statistics and category frequency counts for up to 200 customer segment observation rows across account_count or revenue_amount fields.","exampleAgentPrompt":"Analyze the distribution of account_count values and the frequency of each company_group in my customer segment data — here are the rows: [{\"row_id\":\"r1\",\"company_group\":\"enterprise\",\"date\":\"2025-01-01\",\"account_count\":120,\"revenue_amount\":45000},{\"row_id\":\"r2\",\"company_group\":\"smb\",\"date\":\"2025-01-01\",\"account_count\":30,\"revenue_amount\":8000},{\"row_id\":\"r3\",\"company_group\":\"enterprise\",\"date\":\"2025-01-02\",\"account_count\":95,\"revenue_amount\":38000}].","exampleUseCases":[{"title":"Revenue spread across segments","prompt":"I have 50 rows of monthly customer segment observations with revenue_amount and company_group — can you run the numeric distribution and category frequency reports on revenue_amount so I can see how revenue is spread and which groups dominate?"},{"title":"Account count distribution audit","prompt":"Here are 120 customer segment records with account_count and company_group fields — please compute the numeric distribution for account_count and show me the frequency of each company_group so I can spot imbalances."},{"title":"Quarterly segment summary","prompt":"I've got end-of-quarter customer segment data with account_count values across three company groups — run both the numeric distribution and category frequency analysis on account_count so I can summarize the segment breakdown for my report."}],"resultDescription":"Returns two analytical reports for the supplied dataset: (1) a numeric distribution report covering statistical spread (min, max, mean, percentiles, etc.) for the selected numeric field (account_count or revenue_amount), and (2) a category frequency report showing how often each value of company_group appears across the supplied rows. Both reports are computed locally without external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds limit, request rejected","Missing required fields (row_id, company_group, date, account_count, revenue_amount) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — validation error","Invalid field selector (must be account_count or revenue_amount) — enum validation failure","Payment not provided or insufficient USDC — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of customer segment observation data and need both a numeric distribution summary and a category frequency breakdown in a single paid call ($0.01 USDC). It is ideal for quick, self-contained statistical profiling of segment data without requiring an external analytics platform. Prefer this over general-purpose analytics tools when the data is already structured with company_group, date, account_count, and revenue_amount fields and you want two complementary reports in one request.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:34.740Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-numeric-distribution-category-frequencies-834266c4"}