This repo contains code and conducts a basic network analysis on Marvel Superheroes data from Kaggle.
- Uses Plotly and Seaborn packages for visualizations
- Uses Networkx for data analysis
- Implements strategies to write faster Python code (e.g. using numpy arrays, apply functions, etc.)
To see the notebook with all the plots on GitHub, view the html file. This can be done by appending "http://htmlpreview.github.com/?" to the front of the url of the html file in this repo. The notebook is also available as a kernel on Kaggle.
Jupyter notebooks can be easily accessed through the Anaconda Prompt. Move to the directory containing the notebook and datasets, then run the following.
jupyter notebook marvelNetwork.ipynb