Aspect-Based Sentiment Analysis Dataset
Introducing our Aspect-Based Sentiment Analysis (ABSA) Dataset, a comprehensive collection aimed at enhancing sentiment analysis with detailed annotations at the word or phrase level for product and service reviews. This dataset goes beyond standard sentence-level sentiment annotation by providing insights into specific aspects, opinions, and their relationships within texts. It includes data in five languages: Japanese, Mandarin, Spanish, German, and English (US), totaling 60,000 units.
Amount
Region
Detail Level
Scope
Leverage this dataset to:
- Train AI for deep understanding of customer opinions on products or services.
- Identify specific aspects and opinions within customer feedback.
- Uncover intricate correlation patterns between opinions and features.
- Enhance customer insight analytics with detailed sentiment analysis.
- Tailor products more accurately to meet customer needs.
- Improve customer experience based on nuanced understanding of sentiments.
This dataset is ideal for
- Advanced Sentiment Analysis Applications
- Customer Insight and Experience Analytics
- Product Feature Analysis and Optimization
- Natural Language Processing (NLP) Research
- AI-Driven Market Research Tools
Technical Specifications
- Languages Covered: Japanese, Mandarin, Spanish, German, English (US)
- Data Units: 60,000 units across all languages, offering a robust foundation for comprehensive sentiment analysis.
- Annotation Level: Word or phrase level for aspects and opinions, providing granular insights into customer feedback.
- Application Scope: Product and service reviews, suitable for a wide range of industries.
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Ethical Data Collection
At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity. Download our Ethical AI Manifesto.
Tailored to Your Needs
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License Information
This dataset is covered by our standard Data license agreement. The license agreement is perpetual and allows for the commercialization of all models built on the data.
