Welcome to this repository focused on using the 2023 Stack Overflow Developer Survey data to predict salaries based on survey responses.
The enclosed data set is the complete, cleaned results of the 2023 Stack Overflow Developer Survey. Free response submissions have been removed. The dataset includes three main files:
- survey_results_public.csv - A CSV file with the main survey results, containing one respondent per row and one column per answer.[ download using below link]
- predict_page.py - In this Python script, I use a trained model to predict salaries country-wise.
- explore_page.py - You can explore the data with charts using this script.
The survey was conducted from May 8, 2023, to May 19, 2023, with a median time of 17 minutes spent on the survey for qualified responses.
The official published results of the survey can be found here: Survey Results - Stack Overflow 2023.
For previous survey results and insights, visit: Stack Overflow Developer Survey - Insights.
I have also created a Streamlit app using this dataset. You can use it to predict salaries based on survey responses. Visit the Streamlit Salary Prediction App to try it out!
Enjoy exploring the data and using the Streamlit app for salary predictions! If you have any questions or suggestions, please feel free to reach out.
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