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v0.1.0

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@BurakUlver BurakUlver released this 27 Mar 15:39
· 2 commits to main since this release
v0.1.0
6037667

Fast, Polars-native data profiling with interactive HTML reports.

Added

  • ProfileReport — 3-line data profiling for Polars and Pandas DataFrames
  • 5 column analyzers: numeric, categorical, boolean, datetime, text
  • Dataset overview: row/column counts, missing totals, duplicate rows, memory usage, type distribution
  • 7 data quality alerts: HIGH_MISSING, CONSTANT, HIGH_CARDINALITY, DUPLICATES, HIGH_ZEROS, SKEWED, IMBALANCED
  • Pearson correlation heatmap (Polars-native)
  • Interactive HTML report with ECharts (histogram, bar, pie, word cloud, heatmap)
  • Programmatic access: to_dict(), to_json(), .stats, .alerts, .correlations
  • Two profiling modes: "complete" (deep analysis) and "overview" (fast summary)
  • Pandas auto-conversion via pl.from_pandas()
  • CSV and Parquet file path ingestion
  • PEP 561 py.typed marker

Full Changelog: https://github.com/dataxid/dataxid-profiling/releases/tag/v0.1.0

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