{"uid":"cap_1IW9HFZOJw6lO-B-SXFlg","slug":"numeric-precision-comparisons-grouped-summary-base-100-series-a37e8146","name":"Numeric Precision Comparisons — Grouped Summary & Base-100 Series","description":"Numeric precision comparisons — Grouped numeric summary + Base-100 series: Grouped numeric summary + Base-100 series 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-20-092?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_DQknhygusLiHLRG9p7XvU","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":"Generates two local analytical reports — a grouped numeric summary and a base-100 indexed series — for up to 200 rows of source/transformed value pairs, enabling precision comparison of numeric transformations.","exampleAgentPrompt":"I have 150 rows of source and transformed numeric values across two groups — can you run a grouped numeric summary and a base-100 indexed series on them, using source_value as the field and row 0 as the base index?","exampleUseCases":[{"title":"ETL pipeline transformation audit","prompt":"I've got 120 rows of pre- and post-ETL numeric values split into 'raw' and 'normalized' groups — can you generate a grouped numeric summary and a base-100 series using source_value as the field, starting from row 0, so I can see how much the transformation shifted the data?"},{"title":"Financial data normalization review","prompt":"Here are 80 records of original financial figures and their scaled equivalents across two portfolio groups. Please run a grouped numeric summary and base-100 indexed comparison on the transformed_value field with base index 0, so I can assess the normalization accuracy."},{"title":"A/B test metric baseline comparison","prompt":"I have results from two experiment groups — 60 rows total — with observed and adjusted metric values per date. Can you give me a grouped numeric summary and a base-100 series using source_value starting from the first row, so I can compare the groups against a shared baseline?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary with descriptive statistics (e.g. mean, min, max, count) broken down by dataset_group, and (2) a base-100 indexed series for the selected field anchored to the specified base_index row — all computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) causes row validation failure","source_value or transformed_value outside ±1,000,000,000,000 range causes schema rejection","base_index out of range (≥ number of rows supplied) may cause indexing error","Missing required row fields (row_id, dataset_group, date) cause validation failure","Non-numeric values in numeric fields cause type errors"],"whenToPreferThis":"Choose this endpoint when you have paired source/transformed numeric records organized by group and date and need both a grouped statistical summary and a base-100 normalized trend series in a single call. It is ideal for validating ETL or data transformation pipelines, auditing numeric precision, or benchmarking changes across groups — all offline from your own supplied data, with no external API calls or live data dependencies. Prefer this over generic analytics tools when you specifically need the base-100 indexing and grouped summary combination for up to 200 rows at a flat micro-cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:42.357Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-grouped-summary-base-100-series-a37e8146"}