Author: Michelle Loh
Date: 30 Oct 2022
Description:
I created my own library using Notion and was planning to make a book recommendation system for myself. However, I do not have data from other users to do the recommendation system, so I have stopped my project until search engine using TFID.

1. Duplicate your own library using the Notion template
2. Follow this video to create the Notion Integration and get the token and databaseId
3. Fork this repo and clone this repo to your local
4. Create a SECRET.json file in your local
5. Paste in the token and databaseId in the SECRET.json file
6. Run all the codes in notionDB.ipynb
7. Run all the codes in data.ipynb

1. The frequency of words such as "the" and "and" can appear more frequently than the rarely appearing words.
2. TFIDF can be used to reduce the weight of tokens which appear frequently compared to tokens which appear rarely.