{"uid":"cap_lGEMZooQIgr1D0lgARIyn","slug":"schema-conformity-record-quality-audit-equal-width-histogram-dbf7f301","name":"Schema Conformity Record Quality Audit + Equal-Width Histogram","description":"Schema conformity — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram 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-02-013?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_456MwsIlPbmresTaxslT4","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":"Runs two analytical reports on schema conformity data — a record quality audit and an equal-width histogram — for up to 200 rows of valid_records/checked_records data.","exampleAgentPrompt":"Can you run a record quality audit and a 10-bin equal-width histogram on these schema conformity rows — I have valid_records and checked_records for 50 date-stamped entries across two dataset groups, and I want the histogram on the valid_records field?","exampleUseCases":[{"title":"Daily data pipeline quality check","prompt":"I have 120 rows of schema conformity data from our daily ETL pipeline — each row has a date, dataset group, valid_records, and checked_records. Can you run a record quality audit and a 5-bin histogram on valid_records so I can spot any anomalies?"},{"title":"Comparing conformity across dataset groups","prompt":"I want to audit record quality and see a histogram (use 8 bins) for the checked_records field across these 80 rows of schema conformity data grouped by 'payments' and 'orders' dataset groups."},{"title":"Weekly schema validation summary report","prompt":"Here are 200 rows of schema conformity records from this week's validation run — can you give me a record quality audit and a 15-bin equal-width histogram on valid_records so I can put together a summary for the team?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit summarizing completeness, nulls, outliers, and validity metrics across the supplied conformity rows, and (2) an equal-width histogram over the selected field (valid_records or checked_records) divided into the specified number of bins, showing the distribution of values across all rows.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, date, valid_records, checked_records) — validation error","Date field not matching YYYY-MM-DD pattern — schema error","bin count outside 1–30 range — validation error","Empty rows array — minimum 1 item required","Field enum value not 'valid_records' or 'checked_records' — invalid input"],"whenToPreferThis":"Choose this endpoint when you need fast, offline statistical analysis of schema conformity data — specifically a combined quality audit plus histogram — without any external lookups or live data access. Ideal for data engineering pipelines, QA workflows, or compliance checks where you supply up to 200 rows of valid/checked record counts and need structured analytical output for a fixed low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:34.202Z","isFirstParty":false,"canonicalSlug":"schema-conformity-record-quality-audit-equal-width-histogram-dbf7f301"}