Last year I created a blog post for the Star Wars celebration day and by making another one this year, it is officially a tradition!
This year I have scraped all canon articles from the Wookieepedia and applied various data science techniques on the dataset. The results are pretty funny I say so myself.
You can find full blog post here.
Here is an interactive network graph!
Analysis is divided in five notebooks:
All analysis is performed in Python 3.8. Below is a short description to create the environment using Miniconda. Are you new to Python environments? Here is a blog post explaining my method.
conda create --name wookiescience python=3.8
conda activate wookiescience
pip install -r requirements.txt
jupyter lab