Goodreads

This dataset is user-book interactions from Goodreads dataset.

You can find text reviews and additional data on dataset site.

Stats

• 876,145 users
• 2,360,650 books
• 228,648,342 interactions

Extra parameters

• read_maps=False

  ids in interactions are encoded to save memory. You can read mappings, but there's no point if you don't use the rest of the dataset, which is not included here.

Example

from rs_datasets import Goodreads
goodreads = Goodreads(read_maps=True)
goodreads.info()

ratings
   user_id  item_id  is_read  rating  is_reviewed
0        0      948     True       5        False
1        0      947     True       5         True
2        0      946     True       5        False

books
   book_id_csv   book_id
0            0  34684622
1            1  34536488
2            2  34017076

users
   user_id_csv                           user_id
0            0  8842281e1d1347389f2ab93d60773d4d
1            1  72fb0d0087d28c832f15776b0d936598
2            2  ab2923b738ea3082f5f3efcbbfacb218