This folder contains the data that was used in Study 1 of the manuscript "Using Psychological Characteristics of Situations for Social Situation Comprehension in Support Agents"

The file Survey exploring the priority of social situations.pdf contains the questions of the online survey that was conducted to collect the data.

The file features_dimensions_priorty.csv contains the full dataset, in which the first 17 columns (A-Q) represent the social situation features, the next 8 columns (R-Y) represent the psychological characteristics of the situation, and the last column (Z) represents the priority level of the situation.

The files priority-optimization.ipynb and predict-dimensions-optimized.ipynb contain the source code for the predictive models.

The file dimensions_priority.csv contains the data that can be used to predict the priority of social situations using as input the psychological characteristics (code can be found in: priority-optimization.ipynb.). The first 8 columns (A-H) represent the psychological characteristics of the situation, and the last column (I) represents the priority level of the situation.

The remaining csv files (adversity_with_features.csv, deception_with_features.csv, duty_with_features.csv, intellect_with_features.csv, mating_with_features.csv, negativity_with_features.csv, positivity_with_features.csv, sociality_with_features.csv) contain the data that can be used to predict the psychological characteristics of situations using as input the social situation features (code can found in: predict-dimensions-optimized.ipynb). In each file, the first 17 columns (A-Q) represent the social situation features, and the last column (R) represents one of the psychological characteristics of the situation.