{"uid":"cap_p0C1B6EdI9DsF1foKNdwP","slug":"customer-segment-observations-keyed-dataset-comparison-explicit-952fa5ef","name":"Customer Segment Observations — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Customer segment observations — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill 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-16-190?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},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_adbWZ1oI8aKtGcehbzePq","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":"Compares two keyed datasets of customer segment observations (account_count, revenue_amount) and fills missing values, producing 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two customer segment datasets and fill any missing account_count values — I have two batches of up to 200 rows each with company_group, date, and revenue_amount, and I want to see where they differ and where values are null.","exampleUseCases":[{"title":"Month-over-month segment revenue comparison","prompt":"I have two monthly snapshots of customer segment data — each with row_id, company_group, date, and revenue_amount — and I want a keyed comparison to see which rows changed between months, plus any missing revenue_amount values filled in. Can you run that for both datasets?"},{"title":"Account count completeness audit","prompt":"Can you check my customer segment observations for missing account_count values and also compare today's export against last week's to see what's different? I've got two sets of up to 200 rows, each tagged with company_group and date."},{"title":"Group-level segment data reconciliation","prompt":"I need to reconcile two versions of our customer segment report — one from the data team and one from finance — both have account_count and revenue_amount per company_group and date. Run a keyed comparison and flag any discrepancies or nulls across both datasets."}],"resultDescription":"Returns 2 analytical reports: (1) a keyed dataset comparison identifying row-level differences between the two supplied datasets matched on row_id, and (2) an explicit missing-value fill report showing where null account_count or revenue_amount values were detected and what fill values were applied. All processing is local with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date) — validation error","Invalid date format (not YYYY-MM-DD) — schema rejection","Numeric values outside allowed range (-1T to +1T) — validation failure","Empty rows array — minimum 1 row required","Invalid field enum value — only 'account_count' or 'revenue_amount' accepted"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) offline comparison of two keyed customer segment datasets with missing-value handling — no external data sources, predictions, or professional assessments. Ideal for data quality audits, reconciliation between two exports, or identifying nulls in account_count or revenue_amount fields across up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T06:58:42.168Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-keyed-dataset-comparison-explicit-952fa5ef"}