{"uid":"cap_0UWJMN65HKb_UZypzCim_","slug":"schema-conformity-analytics-daily-sum-series-keyed-dataset-comparison-3221feda","name":"Schema Conformity Analytics — Daily Sum Series & Keyed Dataset Comparison","description":"Schema conformity — Daily sum series + Keyed dataset comparison: Daily sum 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-02-144?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_nYfkBlXlXRMhElWsBvoh4","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 daily sum time series and a keyed dataset comparison for schema conformity metrics (valid_records, checked_records) across up to 200 rows in two independent reports.","exampleAgentPrompt":"Run a daily sum series and keyed dataset comparison for my schema conformity records — I have two datasets with valid_records and checked_records per date and dataset_group, up to 50 rows each, and I want to compare them on the valid_records field.","exampleUseCases":[{"title":"Daily schema validation trend report","prompt":"I have 90 days of schema conformity logs with valid_records and checked_records per date and group. Can you aggregate them into a daily sum series so I can see how validation rates changed over time?"},{"title":"Compare two pipeline run conformity results","prompt":"I ran my data pipeline twice with slightly different configs and got two sets of schema conformity records. Can you do a keyed dataset comparison on valid_records so I can see which rows changed between the two runs?"},{"title":"Group-level checked records summary","prompt":"Here are 150 schema conformity rows across dataset groups A, B, and C with daily checked_records counts. Generate both the daily sum series and a keyed comparison against our baseline dataset using checked_records as the field."}],"resultDescription":"Returns two independent analytical reports: (1) a daily sum series aggregating the chosen metric (valid_records or checked_records) by date across the input rows, and (2) a keyed dataset comparison showing differences between the primary rows dataset and the supplied comparison dataset (other), keyed by row_id, dataset_group, and date. No external lookups or predictions are made — all computation is local.","failureModes":["rows array missing or empty — minItems:1 required","date field does not match YYYY-MM-DD pattern — validation error","row_id missing or empty string — required field","more than 200 rows supplied — maxItems exceeded","field enum value not one of valid_records or checked_records — schema error","numeric values outside ±1,000,000,000,000 range — validation error","other array not supplied — keyed comparison report may be incomplete or unavailable","payment not completed — x402 payment required before response"],"whenToPreferThis":"Choose this endpoint when you need both a time-series daily aggregation AND a side-by-side keyed comparison of schema conformity data (valid_records, checked_records) in a single $0.01 call. It is purpose-built for data quality and schema validation workflows where you track how many records pass or fail validation across dates and dataset groups, and want to diff two runs or datasets simultaneously. Prefer alternatives if you need only one report type, more than 200 rows, live data lookups, or predictive analytics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:12.793Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-daily-sum-series-keyed-dataset-comparison-3221feda"}