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holden_rs_datasets's Introduction

Welcome to holden_rs_datasets

This is forked from the Darel13712/rs_datasets. I add more dataset support to read into the pandas. This tool allows you download, unpack and read recommender systems datasets into pandas.DataFrame as easy as data = Dataset().

Installation

pip install git+git://github.com/HoldenHu/holden_rs_datasets.git

Documentation

Please see documentation to this project to see available datasets and examples of use.

Example of use

from rs_datasets import MovieLens
ml = MovieLens()
ml.info()
ratings
   user_id  item_id  rating  timestamp
0        1        1     4.0  964982703
1        1        3     4.0  964981247
2        1        6     4.0  964982224
items
   item_id  ...                                       genres
0        1  ...  Adventure|Animation|Children|Comedy|Fantasy
1        2  ...                   Adventure|Children|Fantasy
2        3  ...                               Comedy|Romance
[3 rows x 3 columns]
tags
   user_id  item_id              tag   timestamp
0        2    60756            funny  1445714994
1        2    60756  Highly quotable  1445714996
2        2    60756     will ferrell  1445714992
links
   item_id  imdb_id  tmdb_id
0        1   114709    862.0
1        2   113497   8844.0
2        3   113228  15602.0

Loaded DataFrames are available as class attributes.

holden_rs_datasets's People

Contributors

darel13712 avatar holdenhu avatar

Watchers

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