{"uid":"cap_h8HdpJBngflV7JTx61cMO","slug":"schema-conformity-string-normalisation-equal-width-histogram-07a60c56","name":"Schema Conformity — String Normalisation + Equal-Width Histogram","description":"Schema conformity — String normalisation + Equal-width histogram: String normalisation + 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-02-031?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_JBeiYwU9Oe3WWHJu16hIK","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 string normalisation and equal-width histogram reports for schema conformity data (valid_records, checked_records) over up to 200 rows.","exampleAgentPrompt":"Can you run a string normalisation and equal-width histogram analysis on my schema conformity data — I have 50 rows with valid_records and checked_records fields, grouped by dataset_group and dated from 2025-01-01, and I want 10 bins on the valid_records field?","exampleUseCases":[{"title":"Data quality monitoring histogram","prompt":"I have 120 rows of schema conformity records with valid_records and checked_records per dataset group — can you generate an equal-width histogram with 8 bins on valid_records so I can see how conformity is distributed across my datasets?"},{"title":"String normalisation for conformity audit","prompt":"Run a string normalisation report on my conformity dataset — it has about 80 rows with row IDs, dataset groups, dates, and checked_records values — I want to clean and standardise the string fields for an audit."},{"title":"Distribution analysis for data governance review","prompt":"I need to understand the distribution of checked_records across 200 schema conformity rows from our data pipeline. Can you generate a 5-bin equal-width histogram and string normalisation report so I can present it to the governance team?"}],"resultDescription":"Returns two analytical reports: (1) a string normalisation report summarising normalised string representations of the conformity field values, and (2) an equal-width histogram report with configurable bin count (1–30 bins) showing frequency distribution of the selected field (valid_records or checked_records) across up to 200 supplied rows.","failureModes":["More than 200 rows submitted — exceeds maxItems limit","Missing required fields (row_id, date, valid_records, checked_records) in any row","Date field does not match YYYY-MM-DD pattern","Bins parameter outside range 1–30","Invalid field enum value (must be valid_records or checked_records)","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)","Payment not provided or insufficient (requires 0.01 USDC via x402)"],"whenToPreferThis":"Choose this endpoint when you need both a string normalisation report and an equal-width histogram for schema conformity metrics (valid_records, checked_records) in a single low-cost call. It is ideal for data quality pipelines, governance audits, and conformity dashboards where you want local analytical processing without any external lookup or live prediction. Best suited for batch sizes up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:41:03.147Z","isFirstParty":false,"canonicalSlug":"schema-conformity-string-normalisation-equal-width-histogram-07a60c56"}