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The Extrovert vs. Introvert Behavior dataset was obtained from website Kaggle[6]. It provides a comprehensive collection of behavioral and social data aimed at exploring the spectrum of human personality, specifically focusing on traits of extroversion and introversion. It includes key indicators that help identify behaviors aligned with these personality types, making it a valuable resource for psychologists, data scientists, and researchers interested in social behavior analysis, personality prediction, and data preprocessing techniques.
The dataset contained of 2900 data that offers insights into various behavioral patterns:
amount of time spent alone
stage fear
social event attendance
frequency of going outside
drained after socializing
friends circle size
post frequency
The figure below showed the preview of dataset with various behavioral pattens.
These behaviors are analyzed to predict personality types (extrovert or introvert). This dataset is useful across several fields, including psychology, sociology, marketing, and machine learning, enabling applications such as personality prediction models, social pattern analysis, and behavioral research.
Reference:
6. Extrovert vs. Introvert Behavior Data. (2025, June 13). Kaggle. https://www.kaggle.com/datasets/rakeshkapilavai/extrovert-vs-introvert-behavior-data
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