{"uid":"cap_ssqgNddahNu6DaNBOS8zH","slug":"dataset-partition-sizes-category-frequencies-two-measure-correlation-eb40423e","name":"Dataset Partition Sizes — Category Frequencies + Two-Measure Correlation","description":"Dataset partition sizes — Category frequencies + Two-measure correlation: Category frequencies + 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. 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Can you tell me how frequently each group appears and whether row count and file size are correlated?"},{"title":"Storage efficiency investigation","prompt":"Here are 120 dataset partition entries with row_count and file_mb — can you run a frequency count on the dataset_group categories and also check how strongly row count correlates with file size so I can spot inefficient partitions?"},{"title":"Monthly pipeline size reporting","prompt":"I've got this month's pipeline partition data — 45 records with group labels, dates, row counts, and file sizes. Give me a breakdown of how many records belong to each group and a correlation between row_count and file_mb."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how many records belong to each dataset_group value, and (2) a two-measure correlation analysis between row_count and file_mb across the supplied rows — all computed locally with no external lookups, covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, row_count, file_mb) cause validation errors","Null values in row_count or file_mb may reduce correlation reliability","Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation","All rows belonging to a single group yields trivial frequency output","Insufficient numeric variance in measures may produce undefined or near-zero correlation"],"whenToPreferThis":"Choose this endpoint when you have tabular dataset partition records with a categorical group label and two numeric measures (row_count and file_mb) and need both a frequency distribution of categories and a pairwise correlation between the two measures in a single low-cost call. It is ideal for lightweight, local statistical summarization of up to 200 rows without needing a full analytics platform or live data connection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:46.083Z","isFirstParty":false,"canonicalSlug":"dataset-partition-sizes-category-frequencies-two-measure-correlation-eb40423e"}