This project is an Hybrid Recommendation System for users that rated different animes. It is based on both user preferences and anime ratings.
The dataset contains information on user preference data from 73,516 users on 12,294 anime. Each user is able to add anime to their completed list and give it a rating and this dataset is a compilation of those ratings.
| Variable | Definition |
|---|---|
| anime_id : | myanimelist.net's unique id identifying an anime. |
| name : | full name of anime. |
| genre : | comma separated list of genres for this anime. |
| type : | movie, TV, OVA, etc. |
| episodes : | how many episodes in this show. (1 if movie). |
| rating : | average rating out of 10 for this anime. |
| members : | number of community members that are in this anime's "group". |
| Variable | Definition |
|---|---|
| user_id: | non identifiable randomly generated user id. |
| anime_id: | the anime that this user has rated. |
| rating: | rating out of 10 this user has assigned (-1 if the user watched it but didn't assign a rating). |
I do not have any rights on the dataset. It is available for access in:
https://www.kaggle.com/datasets/CooperUnion/anime-recommendations-database
Clone the project
git clone https://github.com/cagkangrsy/anime_recommendation_systemGo to project directory
cd anime_recommendation_systemRun the notebook.