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[FR]: Add the graph description with proper axes parameters #36

@shailesh-katonic

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@shailesh-katonic

Add the description for each graphs (eg: hover details or separate section like):

  • Drift Detection graphs interpretation
  • Data Quality Management metrics, graph interpretation
  • Different correlation metrics, significance (which way it will more help to understand the data)

Update Axes parameters:

  • Distribution graphs for features, Target

Update Statistical Metric:

  • Add/Update drift graph, drift-no-drift parameters colors based on the drift severity (eg: drift-score low -> light color, too-low -> dark color etc.)

Update Drift graph:

  • Give more context to the scatter plot (num) & significance of standard deviation (in-terms of data distribution, more general/mathematical depiction etc.)
  • How Pie chart is good for categorical features in-terms of data distribution (any alternative)

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