There are several ways to create a Word document from programming languages, including R Markdown and the officer package with R and the python-docx library in Python.

As a library, BeautifulSoup is used to make sense of web files and is most often used for web scraping, as it can transform an HTML document into different Python objects.

To achieve this, we will use the Scikit-learn library, a free software machine learning library for Python, with two main algorithms: TF-IDF: Term frequency-inverse document frequency.