{"uid":"cap_BvtpUgU7bHwazPtP8qc11","slug":"schema-conformity-trailing-mean-series-keyed-dataset-comparison-79a7f259","name":"Schema Conformity — Trailing Mean Series + Keyed Dataset Comparison","description":"Schema conformity — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied schema conformity records (valid_records, checked_records). 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-02-153?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_records","checked_records"],"type":"string","default":"valid_records"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":21,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":17,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":33,"checked_records":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_YrPaxdk2hXfCM2HNzBj3N","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 a trailing mean time series and performs a keyed dataset comparison for schema conformity metrics (valid_records, checked_records) across up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Run a trailing mean series and keyed dataset comparison on my schema conformity data — I have two sets of records, each up to 50 rows with date, dataset_group, valid_records, and checked_records columns, and I want to analyze the valid_records field.","exampleUseCases":[{"title":"Data quality trend monitoring","prompt":"I have two months of daily schema validation logs — each row has a date, dataset_group, valid_records, and checked_records. Can you compute the trailing mean of valid_records over time and compare this month's data against last month's by key?"},{"title":"Cross-team conformity comparison","prompt":"Compare schema conformity between our two pipeline teams: I'll give you team-A's daily records and team-B's daily records (about 60 rows each), and I need a trailing mean series plus a keyed comparison on the checked_records field."},{"title":"Regression detection after schema change","prompt":"We deployed a schema change last week and I want to see if conformity dropped — please run a trailing mean series and keyed dataset comparison on valid_records using our pre-change and post-change daily conformity records, around 30 rows each."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series for the selected field (valid_records or checked_records) across the primary dataset, and (2) a keyed dataset comparison between the primary and secondary datasets — both computed locally without external lookups, for up to 200 rows total.","failureModes":["Missing required fields (row_id, dataset_group, date, valid_records, checked_records) causes validation error","More than 200 rows submitted returns an error or truncated result","Invalid date format (not YYYY-MM-DD) causes schema rejection","Numeric values outside ±1,000,000,000,000 range rejected","Empty rows array rejected (minItems: 1)","Field selector not one of 'valid_records' or 'checked_records' causes enum validation failure"],"whenToPreferThis":"Choose this endpoint when you have schema conformity data with valid_records and checked_records fields and need both a trailing mean time series and a keyed dataset comparison in a single call. It is best suited for small-to-medium datasets (up to 200 rows) where no external data lookup or prediction is needed — pure local computation on your supplied data. Cost-effective at $0.01 for two reports simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:07.848Z","isFirstParty":false,"canonicalSlug":"schema-conformity-trailing-mean-series-keyed-dataset-comparison-79a7f259"}