KazSAnDRA: Kazakh Sentiment Analysis Dataset of Reviews and Attitudes

arXiv:2403.19335v1 Announce Type: new
Abstract: This paper presents KazSAnDRA, a dataset developed for Kazakh sentiment analysis that is the first and largest publicly available dataset of its kind. KazSAnDRA comprises an extensive collection of 180,064 reviews obtained from various sources and includes numerical ratings ranging from 1 to 5, providing a quantitative representation of customer attitudes. The study also pursued the automation of Kazakh sentiment classification through the development and evaluation of four machine learning models trained for both polarity …

abstract analysis arxiv collection cs.cl dataset kind numerical paper ratings reviews sentiment sentiment analysis type