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Ukrainian User Review Sentiment Analysis Dataset
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Free
About
This dataset comprises user feedback on Ukrainian online shopping services, gathered from a hotline [1]. Its primary purpose is to advance the Data Science and Natural Language Processing (NLP) community within the Ukrainian language domain [1]. The dataset includes classified user reviews, distinguishing between positive and negative sentiments [1, 2]. It offers valuable material for training and evaluating models focused on sentiment analysis and text classification, specifically tailored for Ukrainian language nuances in a retail context.
Columns
- text: This column contains the raw text of the user review [2].
- target: This column specifies the classification of the user review, indicating whether it is 'negative' or 'positive' [2].
Distribution
The dataset typically comes in a CSV data file format [3]. It contains 3025 unique values across its records [2]. A breakdown of the user review classifications shows 1113 (36.7%) positive feedbacks and 1923 (63.3%) negative feedbacks [1, 2]. Specific numbers for total rows or records beyond these counts are not available in the provided details.
Usage
This dataset is ideally suited for various applications, including:
- Developing and improving Data Science and NLP models for the Ukrainian language [1].
- Conducting sentiment analysis on user reviews [2].
- Training algorithms for text classification, particularly for categorising user feedback [1].
- Researching and understanding consumer sentiment in the Ukrainian e-commerce sector.
Coverage
The dataset focuses on user feedback from Ukrainian speakers [1]. Geographically, it is categorised as having a GLOBAL region coverage [4], indicating its potential applicability beyond local boundaries, though the content is language-specific. The data pertains to user feedback on online shopping services [1]. It was listed on 11/06/2025 [4], providing a general timeframe of its availability.
License
CCO
Who Can Use It
This dataset is intended for a broad range of users involved in data analysis and language processing:
- Data Scientists working on text analytics and machine learning projects in Ukrainian.
- NLP Researchers and Developers aiming to build or enhance Ukrainian language models, especially for sentiment detection.
- Academics and Students studying computational linguistics or consumer behaviour in Eastern European markets.
- Businesses and Analysts interested in understanding Ukrainian customer sentiment regarding online shopping services.
Dataset Name Suggestions
- Ukrainian User Review Sentiment Analysis Dataset
- Ukrainian E-commerce Feedback (Classified)
- Opendatabay Ukrainian Reviews Dataset
- Ukrainian Customer Opinion Dataset
- Ukrainian Online Retail Sentiment
Attributes
Original Data Source: User feedbacks (Ukrainian)
QUALITY