SIGSPATIAL ARIC 2020: Data Driven Mobility Models for COVID-19 Simulation

Authors: John Pesavento, Andy Chen, Rayan Yu, Joon-Seok Kim, Hamdi Kavak, Taylor Anderson, Andreas Züfle

Publication: https://doi.org/10.1145/3423455.3430305

Codebase: https://github.com/jpes707/safegraph-simulation

Top 100 POIs lists

Topic POI distributions for all trials in the paper

• 1 topic
• 10 topics
• 50 topics

Topic POI heatmaps

Shows a heatmap of where agents visit; for all trials in the paper (top 100 POIs only)

• 1 topic
• 10 topics
• 50 topics

Topic CBG heatmaps

Shows a heatmap of where agents live; for all trials with 100k agents in the paper

• 1 topic
• 10 topics
• 50 topics

Note: all topic numbers between the three subheadings correspond to each other given that the topic count is the same