Figure 9
A heat map titled Correlation Heatmap (All Variables) displays the correlation between different predictors and targets. The heat map uses a grid layout with both axes labeled with the same set of variables, including Group Reference, Tagging, Sharing Information, Statement, Enquiry, Emotional Icons, Emotional Words, Paralanguage, Self-Disclosure, Setting Goals, Defining Discussion Topics, Icebreaking, Encouraging, Monitoring, Acknowledging, Clarifying, Giving Directions, Asking Questions, Remembering, Understanding, Applying, Analysing, Evaluating, Creating, Poster, Observer, and Non-Member. The color scale ranges from dark blue to bright yellow, indicating the magnitude of correlation values from -0.75 to 1.00. Darker colors represent lower correlation values, while brighter colors indicate higher correlation values. Notable patterns include clusters of high correlation values along the diagonal axis, suggesting strong correlations between the same variables. Correlation heatmap of all predictors and targets