OpinRank Review Dataset
Donated on 7/25/2011
This data set contains user reviews of cars and and hotels collected from Tripadvisor (~259,000 reviews) and Edmunds (~42,230 reviews).
Dataset Characteristics
Text
Subject Area
Computer Science
Associated Tasks
-
Feature Type
-
# Instances
-
# Features
-
Dataset Information
Additional Information
Car Reviews ------------ -Full reviews of cars for model-years 2007, 2008, and 2009 -There are about 140-250 cars for each model year -Extracted fields include dates, author names, favorites and the full textual review -Total number of reviews: ~42,230 Hotel Reviews -------------- -Full reviews of hotels in 10 different cities (Dubai, Beijing, London, New York City, New Delhi, San Francisco, Shanghai, Montreal, Las Vegas, Chicago) -There are about 80-700 hotels in each city -Extracted fields include date, review title and the full review -Total number of reviews: ~259,000
Has Missing Values?
No
Dataset Files
| File | Size |
|---|---|
| OpinRankDataset.zip | 97.5 MB |
| OpinRankDataset.pdf | 70.6 KB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset opinrank_review_dataset = fetch_ucirepo(id=205) # data (as pandas dataframes) X = opinrank_review_dataset.data.features y = opinrank_review_dataset.data.targets # metadata print(opinrank_review_dataset.metadata) # variable information print(opinrank_review_dataset.variables)
Ganesan, K. & Zhai, C. (2011). OpinRank Review Dataset [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5QW4W.
Creators
Kavita Ganesan
ChengXiang Zhai
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.