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Human Resource Attrition Analytics

This is the small app to :

  • predict "which employee will resign?"
  • show characteristic of employee who will resign

To open the app please follow these steps :

  • Download all of the files in this repository that consists some of the images are used for application design only, two csv file (emp_attrition.csv is the raw data, and Employee Attrition.csv is the cleaned data after pre-process) and the Attrition_Spyder.py file
  • Click 'Shift' in your keyboard + right click of your mouse, then choose "Open PowerShell window here"
  • type 'streamlit run Attrition_Spyder.py' then click 'Enter'
  • Wait until the app is opened in your browser.
  • Enjoy the app!