2025 Stack Overflow Developer Survey Analysis

This repository contains:

Raw and processed survey data (Note: raw data is too large and can be downloaded from https://survey.stackoverflow.co/)
Exploratory data analysis (Jupyter)
Machine learning models
Public-facing reports via GitHub Pages 🌐 https://ilvfruits.github.io/stackoverflow-survey-2025/

Structure

data/ — raw and processed datasets
notebooks/ — RF model to predict developer salary, exploratory analysis of language trends
docs/ — published reports
models/ - modeling pipeline files
reports/figures - data analysis results and figures

This project is based on data from the 2025 Stack Overflow Developer Survey, which is available by Stack Overflow under the Open Database License (ODbL).
Thank Stack Overflow and the global developer community for contributing high-quality, openly accessible survey data.
Thank the open-source Python ecosystem, particularly pandas, NumPy, Matplotlib, and scikit-learn, for providing the tools for data cleaning, analysis, visualization, and modeling.
Thank the photos from Unsplash -- Photo by Alexander Grey on Unsplash -- Photo by Imagine Buddy on Unsplash -- Photo by Chris Ried on Unsplash
This project was developed as a learning and demonstration exercise and do not represent official conclusions from Stack Overflow.