{"uid":"cap_vLFlPYy8mkD1oxqIsLNc7","slug":"schema-conformity-numeric-distribution-equal-width-histogram-2b38d0bd","name":"Schema Conformity Numeric Distribution & Equal-Width Histogram","description":"Schema conformity — Numeric distribution + Equal-width histogram: Numeric distribution + 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-02-079?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_lkkLZhyakILY_cZlE5T5A","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 numeric distribution statistics and an equal-width histogram for schema conformity metrics (valid_records, checked_records) across up to 200 rows of supplied data.","exampleAgentPrompt":"Can you run a numeric distribution and equal-width histogram on my schema conformity data — I have up to 50 rows with valid_records and checked_records fields — use 10 bins and analyze the valid_records field?","exampleUseCases":[{"title":"Data quality audit histogram","prompt":"I have a set of 80 schema conformity records from our ETL pipeline with valid_records and checked_records per day — can you compute a numeric distribution and 10-bin equal-width histogram for the valid_records field so I can spot anomalies?"},{"title":"Multi-group conformity distribution check","prompt":"We track schema conformity across two dataset groups, group-a and group-b, over the past quarter — I have 120 rows with checked_records counts. Can you run both the numeric distribution and histogram using 5 bins on the checked_records field?"},{"title":"Bin-based schema compliance review","prompt":"I want to understand how our checked_records are spread out across 15 equal-width bins for a set of 30 daily conformity snapshots — can you generate the distribution report for that dataset?"}],"resultDescription":"Returns two analytical reports for the specified numeric field: (1) a numeric distribution summary (mean, min, max, percentiles, etc.) and (2) an equal-width histogram with configurable bin count showing frequency counts per bin — both computed locally from the supplied row data without any external lookup.","failureModes":["Missing required fields (row_id, date, valid_records, checked_records) cause validation errors","Rows exceeding 200 items are rejected","Invalid date format (non YYYY-MM-DD) fails schema validation","Bins value outside 1–30 range is rejected","Null values in the target field may affect distribution completeness","Invalid field enum value (not valid_records or checked_records) causes rejection"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical analysis of schema conformity metrics — specifically numeric distribution and histogram reports — on datasets up to 200 rows, without requiring external data sources or live lookups. Ideal for data quality audits, ETL monitoring, and compliance checks where you already have valid_records and checked_records tabular data and want two analytical views in a single $0.01 call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:36.659Z","isFirstParty":false,"canonicalSlug":"schema-conformity-numeric-distribution-equal-width-histogram-2b38d0bd"}