Web Scraping using Beautiful Soup. Using Jupyter Notebook, you should start by importing the necessary modules (pandas, numpy, matplotlib. pyplot, seaborn). If you don’t have Jupyter Notebook installed, I recommend installing it using the Anaconda Python distribution which is available on the internet.26 Tem 2018