Digital Behaviour Data: Comparing the Quality of Tools for Opinion Analyses Slide deck

Key Points

• This presentation aims to evaluate the quality of various tools used in opinion analysis, including sentiment and emotion detection.
• Compared lexicon-based sentiment analysis with stance detection and emotion analysis techniques.
• Included discussions on the use of prompt-based large language models (LLMs) for opinion analysis.
• Presented findings through a structured slide deck format.
• Identified strengths and weaknesses in different opinion analysis approaches.
• Highlighted the emerging efficacy of prompt-based LLMs in sentiment analysis.
• Provided recommendations based on the comparative evaluation of tools.