{"uid":"cap_K1uD0ebVbCi_Cmw8v9od4","slug":"numeric-precision-comparisons-trailing-mean-series-keyed-dataset-f289200f","name":"Numeric Precision Comparisons — Trailing Mean Series + Keyed Dataset Comparison","description":"Numeric precision comparisons — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison 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-20-153?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_value"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":17,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":33,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":0},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_w79IghE0fQohQmpejEcqg","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 trailing moving averages over a time series and performs keyed dataset comparison between two sets of numeric precision records (source_value vs transformed_value), returning two analytical reports.","exampleAgentPrompt":"I have two sets of up to 200 rows of numeric records — each row has a row_id, dataset_group, date, source_value, and transformed_value — can you run a trailing mean series and a keyed dataset comparison on the source_value field and give me both reports?","exampleUseCases":[{"title":"ETL transformation accuracy audit","prompt":"I ran an ETL pipeline that transformed raw sensor readings and I want to validate it — here are two datasets (before and after) with row_id, dataset_group, date, source_value, and transformed_value. Can you compute the trailing mean series and do a keyed comparison on the transformed_value field so I can see where the transformation drifted?"},{"title":"Financial data reconciliation between systems","prompt":"We have two exports from our accounting systems — both have row_id, date, dataset_group, source_value, and transformed_value for up to 150 rows. Can you run the trailing mean report and keyed dataset comparison on source_value so I can reconcile discrepancies between the two systems?"},{"title":"A/B numeric model output comparison","prompt":"I'm comparing outputs from two versions of our pricing model — I have two record sets each with row_id, dataset_group, date, source_value, and transformed_value. Please compute the trailing mean series and keyed dataset comparison on the source_value field for both datasets so I can see which model diverges more over time."}],"resultDescription":"Returns two independent analytical reports: (1) a trailing mean series showing rolling averages over the time-ordered rows for the selected field, and (2) a keyed dataset comparison showing row-by-row or group-level differences between the primary (rows) and secondary (other) datasets. All computation is performed locally with no external lookups or predictions.","failureModes":["Fewer than 1 row provided — request rejected","More than 200 rows submitted — truncated or rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, dataset_group, date, source_value, transformed_value) — schema validation error","Numeric values outside ±1,000,000,000,000 range — validation error","Mismatched row_ids between rows and other datasets — comparison may produce nulls or misaligned results","Payment not completed or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both a trailing moving average analysis and a keyed row-level dataset comparison in a single paid call on up to 200 rows of numeric records with source/transformed value pairs. It is ideal for ETL validation, model output auditing, or before/after numeric precision checks where no external data enrichment or prediction is needed — just local analytical computation on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:43.747Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-trailing-mean-series-keyed-dataset-f289200f"}