recodehive/Stackoverflow-Analysis
Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in future.
Performs exploratory data analysis and feature engineering on 250K+ survey responses across 62 variables using Jupyter notebooks, investigating correlations between education, experience, and salary disparities across demographics. Applies machine learning regression models to forecast Data Scientist compensation trends and tracks programming language adoption patterns year-over-year. Leverages Anaconda/Python stack with pandas and visualization libraries for data wrangling, statistical analysis, and predictive modeling on CSV datasets sourced from Stack Overflow's annual developer surveys.
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Jupyter Notebook
License
MIT
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Last pushed
Mar 04, 2025
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