Name: Hotel Reviews from around the world with Sentiment Values and Review Ratings in different Categories for Natural Language Processing
Creator: Avishek Garain
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Artificial Intelligence, Machine Learning, Demographic, Other

Abstract

The dataset consists of reviews for various hotels throughout the world and data columns range from Location, Trip Type to various parameters of reviewing with individual review score. The data can be preprocessed and used for various purposes ranging from review categorization, topic extraction, sentiment analysis, location based quality calculation etc. Trustworthy real world data comes handy now-a-days and is tough to get a grasp on. So this dataset will be a good contribution for the researcher community as well as professionals.

Instructions:

The dataset consists of 69308 instances containing all columns. A seperate file containing only sentiment values ranging from

[-1,1] have also been added.

The various data headings are :

· ReviewId

· UserLocation

· ReviewedDate

· HotelName

· DateOfStay

· ReviewText

· TripType

· Value

· Cleanliness

· Service

· Location

· Sleep Quality

· Rooms

· Check in / front desk

· Business service (e.g., internet access)

Starting from Value all columns are ratings given by reviewers. Presence of -1 depicts missing values.

The sentiment data file consists of Id, Text and Sentiment Value .

The sentiment value was extracted from given dataset using some preprocessing and semi-supervised algorithm.

All the values are Tab separated Values.

Comments

Great dataset. Highly accurate results achievable.

Dataset Rating:

Submitted by Akhil Ranjan on Sat, 05/09/2020 - 02:12

if the dataset available then send me i want to reproduce this paper and my mail is "iamahsanulhaq041@gmail.com".

Submitted by AHSAN UL HAQ on Wed, 05/25/2022 - 02:31

i am unable to download the dataset actually i want to do extend this but unable to download the dataset. if the dataset available then send me i want to reproduce this paper and my mail is "200320064@fzu.edu.cn".

Submitted by Jin Cai on Mon, 02/20/2023 - 06:56

thanks.

Submitted by Jin Cai on Mon, 02/20/2023 - 06:57

Nice work!

Dataset Rating:

Submitted by Fernandes Desouza on Sat, 05/09/2020 - 02:20

豊富なデータセット

Dataset Rating:

Submitted by Akimo Nishihara on Sat, 05/09/2020 - 02:39

For selecting Bibtex contents, double click on IEEE contents. Then use Ctrl+C to copy. It's a bug and we need to wait till its fixed. Till then this is how you can cite.

Submitted by Avishek Garain on Tue, 10/06/2020 - 03:47

i am unable to download the dataset actually i want to do extend this but unable to download the dataset.

Submitted by Muhammad Awais on Thu, 06/17/2021 - 13:14

Please mail me.

Submitted by Avishek Garain on Sat, 12/04/2021 - 04:09

the same issue, but I solved it by contacting IEEE Live Chat.

Submitted by Hussain Oudah on Sun, 01/09/2022 - 18:34

Dataset Files

dataset.zip (29.48 MB)

Documentation

Attachment	Size
Readme file	13.85 KB

Datasets

Standard Dataset

Hotel Reviews from around the world with Sentiment Values and Review Ratings in different Categories for Natural Language Processing

Abstract

Comments

Dataset Files

Documentation

QUESTIONS?