{"uid":"cap_SjHO3m5TvwKEBnUhQPY6Q","slug":"customer-segment-observations-grouped-numeric-summary-keyed-dataset-8e82669f","name":"Customer Segment Observations — Grouped Numeric Summary + Keyed Dataset Comparison","description":"Customer segment observations — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison 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-16-098?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"account_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"revenue_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","account_count":10,"company_group":"group-a","revenue_amount":1},{"date":"2026-10-02","row_id":"row-2","account_count":20,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":15,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":30,"company_group":"group-b","revenue_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["account_count","revenue_amount"],"type":"string","default":"account_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","account_count","revenue_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":17,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":33,"company_group":"group-b","revenue_amount":4}],"maxItems":200,"minItems":0}}},"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_zoqvT6X_oYpjozHaiFhOn","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 on customer segment observation data: a grouped numeric summary and a keyed dataset comparison, for up to 200 rows.","exampleAgentPrompt":"Run a grouped numeric summary and a dataset comparison on my customer segment observations — I have two sets of rows with company_group, date, account_count, and revenue_amount fields (up to 200 rows each), and I want to analyze the account_count field across group-a and group-b.","exampleUseCases":[{"title":"Monthly revenue comparison by segment","prompt":"I have two months of customer segment data, each with up to 150 rows tagged by company_group, date, and revenue_amount — can you run a grouped numeric summary and compare the two datasets on the revenue_amount field so I can see how each segment changed?"},{"title":"Account count audit across snapshots","prompt":"Compare my two snapshots of customer segment observations on account_count — each snapshot has rows with row_id, company_group, date, account_count, and revenue_amount. Give me the grouped summary and the keyed comparison so I can spot discrepancies."},{"title":"Segment performance grouped aggregation","prompt":"Group my customer segment rows by company_group and summarize the account_count numbers — I also have a second dataset I want to compare against using a keyed comparison. Both datasets have under 200 rows with fields: row_id, company_group, date, account_count, revenue_amount."}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary of the chosen field (account_count or revenue_amount) broken down by company_group, and (2) a keyed dataset comparison between the primary rows and a second supplied dataset, both computed locally without external lookups.","failureModes":["Exceeding 200 rows per dataset returns a validation error","Missing required fields (row_id, company_group, date, account_count, revenue_amount) causes rejection","Invalid date format (not YYYY-MM-DD) fails schema validation","Selecting a field not in the enum (account_count or revenue_amount) causes an error","Numeric values outside the allowed range (-1T to +1T) are rejected","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous analytical reports — a grouped numeric summary and a keyed dataset comparison — on customer segment data (account_count or revenue_amount) without needing external data enrichment, predictions, or live lookups. Ideal for batch comparison of two time periods or data snapshots up to 200 rows each at a very low fixed cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:50.738Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-grouped-numeric-summary-keyed-dataset-8e82669f"}