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Export plots & stats to excel #25

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Export plots & stats to excel #25

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21a1d20
add ability to export plots & stats to excel
kelvinthewriter Oct 19, 2020
9d22d47
export plots & stats to excel
mikenyaga Oct 19, 2020
6acc513
sample excel report
mikenyaga Oct 19, 2020
2f39aee
allow backward compatibility.
mikenyaga Nov 16, 2020
cc3de15
param docs
mikenyaga Nov 16, 2020
152e245
plots excel report
mikenyaga Nov 16, 2020
61dcf0b
plots sample report
mikenyaga Nov 16, 2020
aca85ad
plots sample report
mikenyaga Nov 16, 2020
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10 changes: 10 additions & 0 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,16 @@ binned_data_train, binned_data_test = univariate_plotter(data=data_train, target
binned_data_train = univariate_plotter(data=data_train, target_col='target', feature='DAYS_EMPLOYED')
```

### Exporting plots to excel

```bash
from featexp import get_univariate_plots
get_univariate_plots(data=data_train, target_col='target', features_list=data_train.columns[0:10],data_test=data_test,show_plots=False,export_to_excel=True)
```

[Plots sample report](plots.xlsx)


### Getting stats for all features

Returns trend changes and trend correlation for all features in a dataframe
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