We analyzed the distribution of various personality traits by gender using the dataset provided. The traits examined included Openness, Conscientiousness, Extraversion, Agreeableness, and Negative Emotion. Here's a summary of our findings:
- Gender Coding: Males were coded as 1 and females as 2. We mapped these to 'Male' and 'Female' for clarity.
- Visualization: We created box plots for each trait to visually compare their distribution between genders.
- Observations: The box plots revealed variations in the distribution of personality traits between males and females. However, without statistical analysis, we can't draw definitive conclusions about the differences.
These visualizations provide a starting point for deeper analysis into how personality traits vary by gender.