Developers Salary Prediction App using StreamLit

I've designed this Developers Salary Prediction Application based on a "Stackoverflow Developers Survey 2021" with the help of the Decision Trees, Random Forest, Scikit-Learn, StreamLit. It uses different features like Years of Experience, Gender, Country, Education Level to predict the developers salary in real-time. You can Predict the Salary and Explore the Salary by Country, Experience, and Gender.

Preview

Installation

You need to install dependencies:

python -m venv 'name'
activate virtual environment
python -m pip install --upgrade pip
pip install streamlit numpy pandas scikit-learn matplotlib

Usage

Run

streamlit run app.py