{"uid":"cap_ibCD_aKmHPiSLQihyRkSt","slug":"schema-conformity-analytics-equal-width-histogram-date-by-category-be9e8909","name":"Schema Conformity Analytics: Equal-Width Histogram + Date-by-Category Pivot","description":"Schema conformity — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot 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-02-173?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_vkBFr8AiMm4uHrGBKkH2r","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":"Generates two analytical reports from schema conformity data: an equal-width histogram and a date-by-category pivot table, for up to 200 rows of valid/checked record counts.","exampleAgentPrompt":"I have 150 rows of schema conformity data with fields row_id, dataset_group, date, valid_records, and checked_records — can you run both an equal-width histogram (10 bins) on valid_records and a date-by-category pivot for all of them?","exampleUseCases":[{"title":"Data quality distribution audit","prompt":"I've got 80 conformity check records across different dataset groups and dates — run me a 5-bin equal-width histogram on checked_records and a date-by-category pivot so I can see where validation failures are clustering."},{"title":"Multi-group conformity trend pivot","prompt":"Here are 120 rows of daily schema conformity results for three dataset groups — give me a date-by-category pivot on valid_records so I can track how each group trends over the month, plus a histogram with 8 bins."},{"title":"Pre-release data validation summary","prompt":"Before we ship this dataset, I want to check conformity — I have 200 rows with valid_records and checked_records per date and group. Can you produce both the equal-width histogram and the date pivot report using 10 bins on valid_records?"}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram showing the frequency distribution of the selected field (valid_records or checked_records) divided into the specified number of bins, and (2) a date-by-category pivot table aggregating the field values across dataset_group and date dimensions — all computed locally from the supplied rows, with no external data access.","failureModes":["More than 200 rows submitted — request exceeds row limit and will be rejected","Invalid date format (not YYYY-MM-DD) causes row validation failure","bins value outside range 1–30 causes schema validation error","Missing required fields (row_id, date, valid_records, checked_records) cause item-level rejection","Null values in the selected field may produce sparse or empty histogram bins","field enum value not matching 'valid_records' or 'checked_records' causes a validation error"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous local analytics reports — a histogram and a date-by-category pivot — on schema conformity data (valid_records, checked_records) for up to 200 rows, at a fixed $0.01 USDC cost. Ideal for data engineering pipelines that need quick, no-external-lookup distribution and trend summaries of validation metrics across dataset groups and time periods. Prefer this over general-purpose analytics tools when you want a bundled, reproducible, schema-aware report with predictable pricing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:45:17.518Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-equal-width-histogram-date-by-category-be9e8909"}