{"uid":"cap_ycAANvJ3KYdEHZAXXO6mU","slug":"numeric-precision-comparisons-grouped-numeric-summary-date-by-7f2e0fe3","name":"Numeric Precision Comparisons — Grouped Numeric Summary + Date by Category Pivot","description":"Numeric precision comparisons — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied numeric precision comparisons records (source_value, transformed_value). 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-analytics-20-097?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_value"}}},"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_W1k5t4Fd3KorL6W_EBUhr","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":"Produces two local analytical reports — a grouped numeric summary and a date-by-category pivot — for up to 200 rows of numeric precision comparison data (source_value vs. transformed_value).","exampleAgentPrompt":"Can you run a grouped numeric summary and a date-by-category pivot on my precision comparison data? I have 4 rows: row-1 in group-a on 2026-10-01 with source_value 10 and transformed_value 1, row-2 in group-b on 2026-10-02 with source 20 and transformed 2, row-3 in group-a on 2026-10-03 with source 15 and transformed 3, row-4 in group-b on 2026-10-04 with source 30 and transformed 4 — analyze the source_value field.","exampleUseCases":[{"title":"ETL pipeline transformation audit","prompt":"I just ran an ETL job and want to compare source values to transformed values across two processing groups for 50 records spanning October 2026 — can you give me a grouped numeric summary and a date pivot so I see where the biggest numeric differences show up?"},{"title":"Financial data reconciliation by segment","prompt":"I have 120 rows of financial figures split into 'actuals' and 'forecasts' groups with dates from Q3 2025 — can you summarize the transformed_value field by group and also pivot the data by date and category so I can spot discrepancies?"},{"title":"A/B test numeric output comparison","prompt":"We ran an A/B test producing source and transformed scores for 80 records across two groups from 2026-09-01 to 2026-09-30 — please give me both a grouped summary and a date-by-category pivot on the source_value field so I can see how the groups diverge over time."}],"resultDescription":"Returns two independent analytical reports computed locally from the supplied rows: (1) a grouped numeric summary with descriptive statistics (e.g. mean, min, max, count) per dataset_group, and (2) a date-by-category pivot table showing how the selected numeric field (source_value or transformed_value) distributes across dates and groups. No external data or predictions are involved.","failureModes":["Fewer than 1 row supplied — validation error","More than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) — schema validation failure","source_value or transformed_value out of range ±1,000,000,000,000 — rejected","Missing required fields (row_id, dataset_group, date) — schema error","Invalid field enum value (not 'source_value' or 'transformed_value') — error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of numeric comparison data (source vs. transformed values) and need both a grouped statistical summary and a date-by-category pivot in a single low-cost call ($0.01 USDC). It is ideal for data quality audits, ETL validation, and A/B comparisons where all computation happens locally without any external lookup or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:29.783Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-grouped-numeric-summary-date-by-7f2e0fe3"}