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Visualizations! Please visit my Kaggle Kernel URL (given below) for complete visualization.

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Shubha edited this page Nov 10, 2018 · 2 revisions

Visualization of : distribution of target variable and other features w.r.t. to it, correlation between all features and how high-correlation features relate to each other

Complete kernel for this project.

Note : There are several plots, all of which are not attached here. Please visit my Kaggle kernels (using URL in the heading section) to view all the plots and figures.

Here are some of the figures and plots generated using the code ( from .py file)

Bar and pie plots for distribution of categorical target feature Distribution of target variable

Pie plot for target var

Heatmap using Python's Seaborn to visualize correlation between features - SNS correlation heatmap

Plots for some of the categorical features with respect to 'Churn' (target feature). Have a partner?

Have dependents?

Multiple lines existed?

Please see next page for pairplots between highest correlation features with target feature

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