Name: Anime Dataset With Reviews - MyAnimeList
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Anime Dataset With Reviews - MyAnimeList

Context

This dataset contains informations about Anime (16k), Reviews (130k) and Profiles (47k) crawled from https://myanimelist.net/ at 05/01/20.

The crawler program is opened on https://github.com/marlesson/scrapy_myanimelist

There are others similar datasets:

Content

The dataset contains 3 files:

animes.csv contains list of anime, with title, title synonyms, genre, duration, rank, populatiry, score, airing date, episodes and many other important data about individual anime providing sufficient information about trends in time about important aspects of anime. Rank is in float format in csv, but it contains only integer value. This is due to NaN values and their representation in pandas.
profiles.csv contains information about users who watch anime, namely username, birth date, gender, and favorite animes list.
reviews.csv contains information about reviews users x animes, with text review and scores.

Acknowledgements

This dataset has been crawled from MyAnimeList.net by myself. If you use this dataset in your research, please cite this page.

Inspiration

This dataset may be used in recomender system, sentiment analysis or other natural language processing.

We can analysis the ratings to see Anime trend and how the genre can be a trend.

Tables

Animes

@kaggle.marlesson_myanimelist_dataset_animes_profiles_reviews.animes

6.38 MB
19311 rows
12 columns


CREATE TABLE animes (
  "uid" BIGINT,
  "title" VARCHAR,
  "synopsis" VARCHAR,
  "genre" VARCHAR,
  "aired" VARCHAR,
  "episodes" DOUBLE,
  "members" BIGINT,
  "popularity" BIGINT,
  "ranked" DOUBLE,
  "score" DOUBLE,
  "img_url" VARCHAR,
  "link" VARCHAR
);

Profiles

@kaggle.marlesson_myanimelist_dataset_animes_profiles_reviews.profiles

3.29 MB
81727 rows
5 columns


CREATE TABLE profiles (
  "profile" VARCHAR,
  "gender" VARCHAR,
  "birthday" VARCHAR,
  "favorites_anime" VARCHAR,
  "link" VARCHAR
);

Reviews

@kaggle.marlesson_myanimelist_dataset_animes_profiles_reviews.reviews

334.02 MB
192112 rows
7 columns


CREATE TABLE reviews (
  "uid" BIGINT,
  "profile" VARCHAR,
  "anime_uid" BIGINT,
  "text" VARCHAR,
  "score" BIGINT,
  "scores" VARCHAR,
  "link" VARCHAR
);