Social Recommendation (00013)

This dataset contains the Facebook Social Graph and full ratings of 16 restaurants and 23 pubs by 93 users.

You can find anonymous versions of the social network and the items ratings. It includes three files:

links.csv - The is an edge list that contains the Facebook social friendship ties of all the participants. These links are undirected.
pubs.csv - The file contains the list of participants and their ratings for 23 Pubs.
rest.csv - The file contains the list of participants and their ratings for 16 Restaurants.

Each line in the rating files (pubs.csv and rest.csv) represents a participant with the structure: userid,X1,...,Xn. The userid in these files corresponds with the ids in the links.csv file.

The data on this page has been donated by Lihi Dery.

Required citations: Ofrit Lesser, Lihi Naamani-Dery, Meir Kalech, and Yuval Elovici. Group Decision Support for Leisure Activities Using Voting and Social Networks Group Decision and Negotiation Journal: 26(3): 473-494, 2017 (Bibtex).

Download the dataset [zip, 216.6 KB]

Details

Combinatorial

Number of files: 3
Total size: 631.8 KB
Data types: csv.
Publication date: Aug. 17, 2013
Last modification: Oct. 15, 2024

links — 00013-00000001.csv

Download [623.3 KB]

Check the following for more details.

Preview of the File
1	userid, userid
2	17546, 26846
3	34873, 9903
4	99, 28034
5	13957, 4049
6	13957, 29429
7	37343, 11527
8	15115, 10155
9	25332, 38445
10	36680, 10880
...	...

pubs — 00013-00000002.csv

Download [4.9 KB]

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Preview of the File
1	userid, X1, X2, X3, X4, X5, X6, X7, X8, X9, X10, X11, X12, X13, X14, X15, X16, X17, X18, X19, X20, X21, X22, X23
2	25332, 5, 5, 3, 4, 4, 4, 3, 3, 2, 2, 4, 3, 2, 3, 3, 4, 2, 4, 4, 4, 3, 4, 2
3	34682, 1, 2, 2, 4, 4, 1, 5, 1, 3, 1, 1, 4, 2, 3, 1, 5, 1, 3, 2, 3, 2, 2, 1
4	8727, 4, 5, 3, 5, 3, 2, 4, 2, 2, 2, 5, 2, 4, 3, 2, 2, 2, 5, 5, 5, 4, 2, 3
5	6614, 4, 5, 3, 3, 2, 3, 3, 5, 3, 3, 4, 2, 2, 2, 2, 3, 3, 3, 4, 5, 5, 5, 4
6	3545, 2, 2, 2, 3, 1, 3, 4, 1, 4, 3, 3, 2, 1, 3, 1, 2, 1, 3, 3, 4, 4, 1, 4
7	21235, 2, 4, 1, 3, 4, 1, 1, 3, 1, 4, 5, 3, 3, 2, 1, 3, 2, 4, 5, 4, 4, 4, 1
8	2151, 3, 3, 1, 5, 1, 2, 2, 1, 2, 1, 3, 1, 1, 2, 1, 1, 1, 5, 4, 1, 5, 1, 3
9	31239, 3, 5, 4, 1, 2, 2, 1, 1, 1, 1, 3, 4, 3, 3, 2, 2, 3, 3, 3, 4, 4, 3, 5
10	25117, 5, 4, 5, 4, 4, 4, 2, 2, 3, 2, 4, 5, 2, 2, 2, 3, 2, 4, 4, 5, 5, 2, 2
...	...

rest — 00013-00000003.csv

Download [3.7 KB]

Check the following for more details.

Preview of the File
1	userid, X101, X102, X103, X104, X105, X106, X107, X108, X109, X110, X111, X112, X113, X114, X115, X116
2	25332, 3, 4, 4, 2, 5, 5, 3, 3, 2, 4, 3, 2, 5, 3, 4, 3
3	34682, 3, 3, 4, 3, 4, 3, 4, 2, 1, 5, 4, 3, 5, 5, 5, 4
4	8727, 3, 4, 5, 1, 1, 1, 2, 2, 1, 3, 4, 2, 3, 4, 2, 2
5	6614, 3, 3, 3, 4, 4, 4, 4, 5, 5, 3, 3, 4, 5, 4, 2, 4
6	17546, 3, 4, 4, 4, 4, 2, 3, 2, 1, 4, 3, 3, 4, 3, 2, 4
7	3545, 2, 2, 3, 2, 3, 4, 3, 4, 3, 5, 3, 1, 5, 4, 3, 2
8	21235, 3, 2, 3, 1, 5, 2, 3, 5, 3, 1, 3, 3, 5, 3, 3, 2
9	2151, 3, 2, 2, 2, 3, 3, 1, 3, 1, 3, 4, 1, 5, 4, 1, 3
10	31239, 1, 2, 1, 2, 2, 4, 3, 2, 2, 4, 1, 1, 4, 3, 3, 4
...	...