raymonbell01/StackOverflow-Survey-2020

Understand African developers community using Stack Overflow Developers Survey 2020 StackOverflow-Survey-2020 - Women Participation in Software development The goal of this project is to showcase the participation of women in software developmen in Africa and compare participation with the rest of the world Explore the docs » View Demo · Report Bug · Request Feature Table of Contents About The Project installation File Descriptions How To Interact With Your Project Licensing, Authors, Acknowledgements Contact ## About The Project !See Published Aritcle on medium This repo was developed to give readers the flexibility explore further analysis provided on my medium article. The article explore **women participation in software development in Africa** and make a case for increase in STEM education expecially among female students in African countries `raymonbell`, `StackOverflow-Survey-2020`, `@raymonbell`, `belloramon2014@gmail.com`, `women participation in software development in Africa`, `Data Science` ## Installation * To reporduce this survey pip install the following python library in your machine ```sh pandas numpy requests bs4 geopy folium plotly ``` ## File Descriptions The jupyter notebook file import the libraries required for the analysis, clean and augment the data using beautifulSoup and request library and complete the analysis with map and chart visuals. Make sure to fork the repository and unzip the data into data folder before running the analysis. Data was compressed due to github 50mb maximum size. Also, you can download the data from here Data used for augmentation was scraped from World meter ## How To Interact With Your Project To replicate this work kindly follow the inttruction detailed in installation and run file via Jupyter notebook. The finding from this project showed that women are significantly under represented in software development in Africa with Middle (central) Africa and West Africa having the least at 5.1% and 5.5% representation while North and Sourthern Africa have the highest …