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pandas-profiling v2.5.0
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@sbrugman sbrugman released this 14 Feb 10:03
· 1090 commits to master since this release
v2.5.0
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Learn about vigilant mode.
  • Progress bar added (#224)
  • Character analysis for Text/NLP (#278)
  • Themes: configuration and demo's (Orange, Dark)
  • Tutorial on modifying the report's structure (#362; #281, #259, #253, #234). This jupyter notebook also demonstrates how to use the Kaggle api together with pandas-profiling.
  • Toggle descriptions at correlations.

Deprecation:

  • This is the last version to support Python 3.5.

Stability:

  • The order of columns changed when sort="None" (#377, fixed).
  • Pandas v1.0.X is not yet supported (#367, #366, #363, #353, pinned pandas to < 1)
  • Improved mixed type detection (#351)
  • Refactor of report structures.
  • Correlations are more stable (e.g. Phi_k color scale now from 0-1, rows and columns with NaN values are dropped, #329).
  • Distinct counts exclude NaNs.
  • Fixed alerts in notebooks.

Other improvements:

  • Warnings are now sorted.
  • Links to Binder and Google Colab are added for notebooks (#349)
  • The overview section is tabbed.
  • Commit for pandas-profiling v2.5.0
  • Progress bar added (#224)
  • Character analysis for Text/NLP (#278)
  • Themes: configuration and demo's (Orange, Dark)
  • Tutorial on modifying the report's structure (#362; #281, #259, #253, #234). This jupyter notebook also demonstrates how to use the Kaggle api together with pandas-profiling.
  • Toggle descriptions at correlations.

Deprecation:

  • This is the last version to support Python 3.5.

Stability:

  • The order of columns changed when sort="None" (#377, fixed).
  • Pandas v1.0.X is not yet supported (#367, #366, #363, #353, pinned pandas to < 1)
  • Improved mixed type detection (#351)
  • Refactor of report structures.
  • Correlations are more stable (e.g. Phi_k color scale now from 0-1, rows and columns with NaN values are dropped, #329).
  • Distinct counts exclude NaNs.
  • Fixed alerts in notebooks.

Other improvements:

  • Warnings are now sorted.
  • Links to Binder and Google Colab are added for notebooks (#349)
  • The overview section is tabbed.
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