Corporate Burnout
Description
The purpose of this project is to analyze a Kaggle data set and to create a predictive burnout model.
Data
The Kaggle data provided by Paras Varshney.
EDA
A pandas-profiling report is available.
Primary Code With Mental Fatigue Score
The python code is available as a Jupyter notebook.
If you have trouble with GitHub rendering the file, please try here.
Secondary Code Without Mental Fatigue Score
The python code is available as a Jupyter notebook.
If you have trouble with GitHub rendering the file, please try here.
Documentation
Presentation
Instructions
To run this notebook locally, install Jupyter, download the data set, change the file location to load the code and data, and install all the library dependencies.
Try Anaconda.
Model Folders
Tools
- Python
- Jupyter Notebook
- Pandas-profiling
- Scikit-learn
- Pycaret
- Tableau
- MS PowerPoint