dataget.structured.movielens_latest
Downloads the MovieLens Latest dataset and loads it as pandas dataframes.
import dataget
(
ratings,
movies,
tags,
links,
genome_scores,
genome_tags,
) = dataget.structured.movielens_latest().get()
Warning
This dataset is updates automatically. If you need consistency use movielens_25m or movielens_20m instead.
|
type |
shape |
| ratings |
pd.DataFrame |
(27_753_444, 4) |
| movies |
pd.DataFrame |
(58_098, 3) |
| tags |
pd.DataFrame |
(1_108_997, 4) |
| links |
pd.DataFrame |
(58_098, 3) |
| genome_scores |
pd.DataFrame |
(14_862_528, 3) |
| genome_tags |
pd.DataFrame |
(1_128, 2) |
Features
ratings
| column |
type |
| userId |
int64 |
| movieId |
int64 |
| rating |
float64 |
| timestamp |
int64 |
movies
| column |
type |
| movieId |
int64 |
| title |
object |
| genres |
object |
| column |
type |
| movieId |
int64 |
| imdbId |
int64 |
| tmdbId |
float64 |
genome_scores
| column |
type |
| movieId |
int64 |
| tagId |
int64 |
| relevance |
float64 |
| column |
type |
| tagId |
int64 |
| tag |
object |
Info
- Folder name:
structured_movielens_latest
- Size on disk:
1.2GB