{"uid":"cap_j1rBKKj-93mW8C_aXfg0I","slug":"schema-conformity-analytics-weighted-mean-keyed-dataset-comparison-8fdf1087","name":"Schema Conformity Analytics — Weighted Mean & Keyed Dataset Comparison","description":"Schema conformity — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + 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-02-186?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}}},"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_ppld5RE0_NNZ8KGhWdDzm","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 secondary-measure weighted mean and performs a keyed dataset comparison on schema conformity records (valid_records, checked_records) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"I have two batches of schema conformity records (up to 200 rows each, with valid_records and checked_records per date and dataset group) — can you run a secondary-measure weighted mean on valid_records and also compare the two datasets keyed by row to spot differences?","exampleUseCases":[{"title":"Data pipeline quality benchmarking","prompt":"I'm running two ETL pipeline versions side by side and have conformity records for both — up to 150 rows each with valid_records and checked_records by date and group. Can you compute the weighted mean on checked_records and compare the two datasets keyed by row so I can see where they diverge?"},{"title":"Weekly schema validation audit","prompt":"Here are this week's schema conformity logs for our data warehouse — 80 rows with valid_records and checked_records grouped by dataset_group and date. Give me the secondary-measure weighted mean for valid_records and a keyed comparison against last week's data so I can track quality trends."},{"title":"Multi-team data quality comparison","prompt":"I have conformity records from two different teams, each with around 100 rows covering valid_records and checked_records. Can you compute the weighted mean on valid_records and do a keyed dataset comparison between the two teams' data to surface discrepancies?"}],"resultDescription":"Returns two independent analytical reports: (1) a secondary-measure weighted mean computed over the chosen field (valid_records or checked_records) across the submitted rows, and (2) a keyed dataset comparison between the primary and secondary datasets identifying matches, differences, and divergences by row_id. No external data is fetched; all computation is local.","failureModes":["Fewer than 1 row submitted — minimum row count not met","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, dataset_group, date, valid_records, checked_records) — validation error","Invalid date format (must be YYYY-MM-DD) — schema rejection","Payment not included or insufficient — x402 payment required error","null values in numeric fields may affect weighted mean calculation"],"whenToPreferThis":"Choose this endpoint when you have schema conformity records with valid_records and checked_records fields and need both a weighted mean summary and a side-by-side keyed comparison of two datasets in a single low-cost call. Ideal for data quality monitoring pipelines, ETL validation audits, and comparing conformity across two time periods or teams without needing external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:35:14.849Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-weighted-mean-keyed-dataset-comparison-8fdf1087"}