UCF Variable Extraction for ASIST Hackathon (June 2020)

There are three categories of variables:

1. Temporal variables
2. Spatial variables
3. Performance variables

Temporal Variables

Time spent on different types of events:

• Event:Triage_time: time spent triaging
• Event:PlayerSprinting_time: time spent sprinting
• navigating_time: time spent navigating.

Spatial Variables

Percent of zones visited and revisited is calculated for the following situations:

• simple: percent zone visited and revisited in the entire mission
• with_victim: percent of zones with victims visited and revisited
• rooms: percent of rooms visited and revisited
• hallways: percent of hallways visited and revisited
• entrances: percent of entrances visited and revisited
• first_5min: percent of zones visited and revisited during the first 5 minutes
• second_5min: percent of zones visited and revisited during the second 5 minutes

Performance Variables

• green_victims_saved_count: the total number of green victims saved
• yellow_victims_saved_count: the total number of yellow victims saved

The order in which the victims are saved is also stored in the output file as a string. This one is not a variable but variables can be derived form it.

Usage

To extract all UCF variables use the following command:

python3 main_extract_variables.py -d data_dir DataFrame.csv

Requirements

• pandas
• numpy
• matplotlib
• For animating traces install http://www.imagemagick.org/script/download.php