{"uid":"cap_QAHjY7-ljkqVp8jJU3Z7c","slug":"dataset-partition-sizes-iqr-outlier-flags-and-two-measure-correlation-384b6f28","name":"Dataset Partition Sizes IQR Outlier Flags and Two-Measure Correlation","description":"Dataset partition sizes — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied dataset partition sizes records (row_count, file_mb). 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-07-176?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","row_count","file_mb"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"file_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","file_mb":1,"row_count":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","file_mb":2,"row_count":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","file_mb":3,"row_count":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","file_mb":4,"row_count":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["row_count","file_mb"],"type":"string","default":"row_count"}}},"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_V69zWyRDcA6Hn7FbAYW2-","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":"Analyzes dataset partition size records (row_count, file_mb) to produce IQR-based outlier flags and a two-measure correlation report for up to 200 rows.","exampleAgentPrompt":"I have up to 200 dataset partition records with row_count and file_mb values — can you run IQR outlier flagging on the row_count field and also compute the two-measure correlation between row_count and file_mb across those partitions?","exampleUseCases":[{"title":"Flag bloated partitions in data lake","prompt":"I have 150 partition records from our data lake with dates, group names, row counts, and file sizes in MB — flag any outliers using IQR on the row_count field and also tell me how correlated row_count and file_mb are across those partitions."},{"title":"Data quality check before pipeline run","prompt":"Before I kick off our ETL pipeline, can you check these 80 dataset partition records for IQR-based outliers on file_mb and run the two-measure correlation report so I can see if file size is tracking with row count like it should?"},{"title":"Audit partition skew across dataset groups","prompt":"I've got partition size records for two dataset groups — group-a and group-b — with row counts and file sizes over several dates. Can you flag any IQR outliers on row_count and show me the correlation between row_count and file_mb across all the records?"}],"resultDescription":"Returns two analytical reports: (1) IQR outlier flags per row indicating which partition records have row_count or file_mb values outside the interquartile range, and (2) a two-measure correlation analysis between row_count and file_mb. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, dataset_group, date, row_count, file_mb) cause validation errors","Null or non-numeric values in row_count or file_mb may affect IQR and correlation computation","Date strings not matching YYYY-MM-DD pattern cause schema validation failure","Fewer than 4 rows may produce unreliable IQR statistics"],"whenToPreferThis":"Choose this endpoint when you need a combined IQR outlier detection and two-measure correlation analysis on dataset partition size metrics (row_count and file_mb) in a single low-cost call. Ideal for data engineers doing partition health checks, data quality audits, or storage anomaly detection without needing external lookups, predictions, or real-time data. Best suited for batch sizes up to 200 rows where both outlier flagging and correlation insight are needed together.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:44.547Z","isFirstParty":false,"canonicalSlug":"dataset-partition-sizes-iqr-outlier-flags-and-two-measure-correlation-384b6f28"}