[FIX] Add MultiIndex support #175
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Codecov ReportAttention:
Additional details and impacted files@@ Coverage Diff @@
## main #175 +/- ##
==========================================
- Coverage 51.18% 50.58% -0.60%
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Files 3 3
Lines 508 514 +6
Branches 68 72 +4
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Hits 260 260
- Misses 242 248 +6
Partials 6 6 ☔ View full report in Codecov by Sentry. |
akanz1
approved these changes
Dec 26, 2023
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One thing I recently noticed is that when a dataframe has MultiIndex columns, the method
corr_interactive_plotalways results in a dataframe with missing labels:This error occurs with this method because Plotly struggles with dataframes that have MultiIndex columns. This fix should resolve the missing labels problem by merging the MultiIndex into a list, following the Seaborn format seen in
corr_plot, to maintain the graph styles.With this fix:
I don't know if this change creates a bug with dataframes that have a MultiIndex index, resulting in an error or a bugged plot, but I can't imagine a real situation where a dataframe would have MultiIndex indexes. However, MultiIndex columns could be possible in very specific situations.