The MovieLens Dataset

Overview

The picture below describes the structure of the 4 files contained in the MovieLens dataset:

Dataset

Once you have downloaded and unpacked the archive, you will find 4 CSV files, below is the top 10 lines of each to give you a feel for the data it contains. As you can see the movieId column of each of these files will be instrumental to linking the data together.


$ head *.csv ==> links.csv <== movieId,imdbId,tmdbId 1,0114709,862 2,0113497,8844 3,0113228,15602 4,0114885,31357 5,0113041,11862 6,0113277,949 7,0114319,11860 8,0112302,45325 9,0114576,9091 ==> movies.csv <== movieId,title,genres 1,Toy Story (1995),Adventure|Animation|Children|Comedy|Fantasy 2,Jumanji (1995),Adventure|Children|Fantasy 3,Grumpier Old Men (1995),Comedy|Romance 4,Waiting to Exhale (1995),Comedy|Drama|Romance 5,Father of the Bride Part II (1995),Comedy 6,Heat (1995),Action|Crime|Thriller 7,Sabrina (1995),Comedy|Romance 8,Tom and Huck (1995),Adventure|Children 9,Sudden Death (1995),Action ==> ratings.csv <== userId,movieId,rating,timestamp 1,1,4.0,964982703 1,3,4.0,964981247 1,6,4.0,964982224 1,47,5.0,964983815 1,50,5.0,964982931 1,70,3.0,964982400 1,101,5.0,964980868 1,110,4.0,964982176 1,151,5.0,964984041 ==> tags.csv <== userId,movieId,tag,timestamp 2,60756,funny,1445714994 2,60756,Highly quotable,1445714996 2,60756,will ferrell,1445714992 2,89774,Boxing story,1445715207 2,89774,MMA,1445715200 2,89774,Tom Hardy,1445715205 2,106782,drugs,1445715054 2,106782,Leonardo DiCaprio,1445715051 2,106782,Martin Scorsese,1445715056