Software-Engineer-Salary-Prediction

Based on 2021 stack overflow data, this machine learning web application helps one predict the salary based on years of experience, level of education and the country they work in.

Installation

On your IDE terminal (I used Visual studio code):

 pip install streamlit  
 pip install scikit-learn  
 pip install matplotlib  
 pip install numpy  
 pip install pandas  
 pip install wheel  
 pip install pyspark  

2021 survey data from stack overflow:

click on Download Full Data Set(CSV)

Run command

streamlit run app.py

Screenshots of the web app

Prediction page

Select Country

Mean Salary Graph

Mean Salary Bar graph