Supplementary Materials from Predicting collective behaviour at the Hajj: place, space and the process of cooperation

Additional information about measures. Further details of analysis

Tesselation_areas from Walking together: behavioural signatures of psychological crowds

Raw data of tesseslation areas for multi-level modelling analysis of proxomity about pedestrians. This provides group numbers, time point being tracked, and the number of people present in the area at the corresponding time point

Speed_and_distance from Walking together: behavioural signatures of psychological crowds

Raw data for speed and distance analysis, indicating group numbers, speed walked, and distance walked

Cluster_Data from Walking together: behavioural signatures of psychological crowds

Raw data for cluster analysis, providing group number, x-coordinates, y-coordinates, and time point