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Epinions Annotated Reviews Dataset


This is a collection of customer reviews taken from Epinions website. The reviews are chosen carefully with respect to polarity and also having not only positive or negative reviews.

Current release of the dataset contains reviews for two products:

Pokemon Snap 104 reviews America West 180 reviews

In the compressed file you should find the following files:

  • AmericaWest feature selection, text file containing features/aspects

  • americaWest_reviews, CSV file containing raw review texts

  • AmericaWest_reviews_annotated, CSV file containing annotations on features presented in feature selection file

  • pokemon feature selection, text file containing features/aspects

  • pokemon_reviews, CSV file containing raw review texts

  • pokemon_reviews_annotated, CSV file containing annotations on features presented in feature selection file


If you are using this data in your work please kindly cite our work using this bibtex entry:

@article{Krestel2015, author = {Krestel, Ralf and Dokoohaki, Nima}, doi = {http://dx.doi.org/10.1016/j.neunet.2015.02.008}, issn = {0893-6080}, journal = {Neural Networks}, keywords = {Diversification,Ranking,Review recommendation,Summarization,Topic models}, number = {0}, pages = {--}, title = {{Diversifying customer review rankings}}, url = {http://www.sciencedirect.com/science/article/pii/S0893608015000428}, year = {2015} }