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churn_analysis_modeling's Introduction

AD&D Churn Analysis & Modeling

This report investigates the churn of the fictional telecom company AD&D.


AD&D Churn Analysis & Modeling Slides

.
├── assets
│   ├── act_length_histo.png
│   ├── AD&D Churn Analysis.pdf
│   ├── ADD-Logo.jpg
│   ├── Churn_correlation.png
│   ├── Churn_correlation.svg
│   ├── churn_eda_profiling_report.html
│   ├── Churn_piechart.png
│   ├── Churn_piechart.svg
│   ├── Churn_roc_curve.svg
│   ├── config_default.yml
│   ├── correlation.png
│   ├── EDA_Pandas_Profiling.png
│   ├── erdogant.pc.plot.annotated.png
│   ├── erdogant.pc.plot.png
│   ├── Int_plan_histo.png
│   ├── Int_plan_histo.svg
│   ├── pca_1_2_output.png
│   ├── state_plot.png
│   ├── state_plot.svg
│   └── vm_plan_histo.png
├── data
│   ├── processed
│   │   └── mcc_clean_churn.csv
│   └── raw
│       ├── churn.all2
│       └── churn.all2.tar.bz2
├── notebooks
│   ├── 1_ADD_Telecommunications_Churn_Analysis_And_Modeling.ipynb
│   ├── 2_ADD_Initial_Data_Analysis.ipynb
│   ├── 3_ADD_EDA_Visualizations.ipynb
│   ├── 4_ADD_Correlations_Cont_Cat_Vars.ipynb
│   ├── 5_ADD_EDA_Pie_Chart.ipynb
│   ├── 6_ADD_PCA_Bigram_Using_Erdogant_Library.ipynb
│   ├── 7_ADD_PCA_Bigram_Using_skelarn.decomposition_Plotly.ipynb
│   ├── 8_ADD_Testing Pandas Profiling Library For EDA.ipynb
│   ├── 9_ADD_Logistic_Regression_Modeling.ipynb
│   ├── Random_Forest_Model.ipynb
│   └── XGBoost_Model.ipynb
├── .gitginore
├── LICENSE
└── README.md

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