explainit
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[FR]: Add the graph description with proper axes parameters
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)