Essays-Big5 dataset

This Essays Big5 dataset, a comprehensive resource containing over 2,400 English-language essays annotated with Big Five personality trait scores (Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism). Designed for personality recognition tasks, the dataset provides rich, real-world text data to facilitate the development and benchmarking of models for psychological analysis. Each essay is accompanied by standardized personality annotations derived from psychometric tests, enabling detailed exploration of language-personality correlations. The dataset supports applications in natural language processing (NLP), affective computing, and psychology, offering a valuable foundation for research in personality prediction and language modeling with pretrained transformers and other AI methods.