YELP

Data Information

Yelp’s massive Phoenix Academic Dataset, released in March 2013 and containing hundreds of thousands of reviews across over 10,000 businesses.

Data Statistics
Mode Tensor3
User-User Matrix 2
Business-Category Matrix 2
Business-City Matrix 2
Dimension Tensor 70,817 * 15,579 * 108
User-User Matrix 70,817 * 70,817
Business-Category Matrix 15,579 * 590
Business-City Matrix 5,579 * 60
Nonzero Tensor 334,166
User-User Matrix 303,032
Business-Category Matrix 590
Business-City Matrix 15,579
Format Tensor <user> <business> <year-month>
User-User Matrix <user> <user>
Business-Category Matrix <business> <category>
Business-City Matrix <business> <city>

Source

http://www.yelp.com/dataset_challenge/

Citation


@misc{bigtensor,
  author = {Inah Jeon, Byungsoo Jeon and U Kang},
  title = {BigTensor},
  year = {2015},
  url = {http://kdmlab.org/bigtensor}
}

Files

File Description
YELP.tar.gz YELP dataset