{"uid":"cap_paJk4YmaTwCp1oB_Jb7vI","slug":"schema-conformity-equal-width-histogram-and-iqr-outlier-flags-25d25524","name":"Schema Conformity Equal-Width Histogram and IQR Outlier Flags","description":"Schema conformity — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags 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-02-170?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_Ih_RjsMwIyBEmP60BQnec","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 an equal-width histogram and IQR-based outlier flags for schema conformity metrics (valid_records, checked_records) across up to 200 supplied rows.","exampleAgentPrompt":"I have schema conformity records for my datasets — can you run a histogram with 10 bins and flag IQR outliers on the valid_records field? I'll supply up to 50 rows with columns row_id, dataset_group, date, valid_records, and checked_records.","exampleUseCases":[{"title":"Data quality pipeline anomaly detection","prompt":"I'm monitoring schema conformity across my data pipelines and want to flag which dataset groups have outlier valid_record counts using IQR — can you analyze my 80 rows with 8 histogram bins on the valid_records field?"},{"title":"Checked records distribution audit","prompt":"Run a histogram with 5 bins and IQR outlier detection on the checked_records field for my 120 conformity log entries — I need to see where most values cluster and which rows are flagged as outliers."},{"title":"Cross-group conformity comparison","prompt":"I have schema conformity data for three dataset groups over the past quarter, about 150 rows — can you generate a 15-bin equal-width histogram and IQR outlier flags on valid_records so I can spot which groups behave unusually?"}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram showing bin boundaries and frequencies for the selected field (valid_records or checked_records), and (2) an IQR outlier flag report identifying which rows fall outside the interquartile range fences — all computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — minItems violation returns validation error","More than 200 rows supplied — maxItems violation returns validation error","Invalid date format (not YYYY-MM-DD) causes row-level schema rejection","bins value outside 1–30 range returns validation error","All values are null for selected field — insufficient data for IQR computation","Missing required fields (row_id, valid_records, checked_records) cause row rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of schema conformity data (valid_records and checked_records) and need both a histogram distribution view and IQR-based outlier identification in a single low-cost call. It is ideal for data quality monitoring workflows where you supply your own data and need fast, local statistical analysis without external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:15.702Z","isFirstParty":false,"canonicalSlug":"schema-conformity-equal-width-histogram-and-iqr-outlier-flags-25d25524"}