Web data: BeerAdvocate reviews
Dataset information
This dataset consists of beer reviews from beeradvocate. The data span a period of more than 10 years, including all ~1.5 million reviews up to November 2011. Each review includes ratings in terms of five "aspects": appearance, aroma, palate, taste, and overall impression. Reviews include product and user information, followed by each of these five ratings, and a plaintext review. We also have reviews from ratebeer.
| Dataset statistics | |
|---|---|
| Number of reviews | 1,586,259 |
| Number of users | 33,387 |
| Number of beers | 66,051 |
| Users with > 50 reviews | 4,787 |
| Median no. of words per review | 126 |
| Timespan | Jan 1998 - Nov 2011 |
Source (citation)
- J. McAuley, J. Leskovec, and D. Jurafsky. Learning attitudes and attributes from multi-aspect reviews. ICDM, 2012.
- J. McAuley and J. Leskovec. From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews. WWW, 2013.