{"uid":"cap_zmHjlyx97FN4xY8b6ySp5","slug":"schema-conformity-analytics-category-frequencies-secondary-measure-e627acdc","name":"Schema Conformity Analytics — Category Frequencies + Secondary-Measure Weighted Mean","description":"Schema conformity — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean 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-02-109?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"}}},"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_n8PxVMptexyPKTmeZ0v2N","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 category-level frequency distributions and a secondary-measure weighted mean for schema conformity records (valid_records, checked_records) across up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"I have a set of schema conformity records with valid_records and checked_records for groups like 'group-a' and 'group-b' — can you run category frequency and weighted mean analytics on valid_records across these rows and give me two reports?","exampleUseCases":[{"title":"Data Quality Dashboard Rollup","prompt":"I have 150 rows of schema conformity logs across five dataset groups — each row has a date, valid_records, and checked_records. Can you compute the category frequencies by group and the weighted mean of valid_records so I can populate my data quality dashboard?"},{"title":"ETL Pipeline Compliance Summary","prompt":"After our nightly ETL run I have records showing how many rows were checked and how many were valid per dataset group. Can you give me a frequency breakdown by group and a weighted mean of checked_records across up to 200 rows so we can assess compliance?"},{"title":"Schema Audit Report Generation","prompt":"I'm auditing schema conformity across three dataset groups for the past quarter. Here are my rows with valid_records and checked_records — please run category frequencies and a secondary-measure weighted mean on valid_records and return both reports."}],"resultDescription":"Returns two independent reports: (1) a category frequency table showing how often each dataset_group appears in the supplied rows, and (2) a secondary-measure weighted mean of the selected field (valid_records or checked_records) weighted by the complementary measure, computed locally without any external lookup or live data access.","failureModes":["Submitting more than 200 rows returns an error or truncates input","Missing required fields (row_id, dataset_group, date, valid_records, checked_records) causes validation failure","Invalid date format (not YYYY-MM-DD) triggers pattern validation error","Null values in valid_records or checked_records may affect weighted mean computation","Supplying an invalid field enum value (not 'valid_records' or 'checked_records') returns a schema error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 schema conformity records with valid_records and checked_records fields and need both a categorical frequency distribution and a weighted mean computed locally — without any external data lookup, prediction, or live enrichment. It is cost-effective at $0.01 USDC for two reports and is ideal for lightweight data quality analytics pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:46.374Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-category-frequencies-secondary-measure-e627acdc"}