BANGLA-ABSA: Unique Aspect Based Sentiment Analysis datasets in Bangla Language

Published: 20 June 2024| Version 2 | DOI: 10.17632/998m4jy3m9.2
Mahmudul Hasan,


In the Bangla language, sentiment analysis is becoming more and more significant. Aspect-based sentiment analysis (ABSA) predicts the sentiment polarity on an aspect level. The datasets were collected from various well-known websites like Facebook, YouTube, online portals, etc. The datasets are organized in a folder named "BANGLA_ABSA dataset" which has four Excel files, one for each of the datasets: Car_ABSA, Mobile_phone_ABSA, Movie_ABSA, and Restaurant_ABSA. Each Excel file contains three columns namely Id, Comment, and {Aspect category, Sentiment Polarity}. Car_ABSA, Mobile_phone_ABSA, Movie_ABSA, and Restaurant_ABSA datasets have 1149, 975, 800, and 801 rows of data respectively.



Khulna University of Engineering and Technology


Artificial Intelligence, Natural Language Processing, Bangladesh