An exploratory data analysis on the 2019 Kaggle User Survey.
We are going to have a closer look at the two countries represented the most in the answers to the 2019 Kaggle User Survey: India and the US. Possible comparison features are:
- Age distribution
- Gender distribution
- Educational background
- Current role
- Salary
- Company size
- probably more specific workplace questions e.g. for machine learning yes/ne, etc.
- probably more specific activity/work questions e.g. tools, IDEs, languages, field, etc.
- Learning resources
- getting an overview on the dataset and it's features
- cleaning the data to fit our comparison needs and features: comparison between the two most represented countries in the data: India and the US
- visualize comparison features in an appealing and intuitive way
- comparison and visualization of selected features between the years 2017/18/19 of the Kaggle User Survey
- formulating observations and conclusions on the compared features