DiegoJavierBenitoGutierrez/mobility-graphs-covid19

Mobility graphs and analysis scripts for COVID-19 patterns in Brazil, Japan, Turkey, and South Africa # COVID-19 Mobility Graphs This repository contains mobility graphs for Brazil, Japan, Turkey, and South Africa, generated using data from the University of Maryland COVID-19 Trends and Impact Survey (UMD-CTIS). These graphs are the result of the study: **"Mobility Analysis during COVID-19 using Explainable Machine Learning Techniques"** Diego Benito, Jose Aguilar, Juan Marcos Ramírez, Antonio Fernández Anta (January 2025) **Authors and Affiliations:** - Diego Benito, Jose Aguilar, Juan Marcos Ramírez — IMDEA Networks Institute, Madrid, Spain - Antonio Fernández Anta — IMDEA Software Institute, Madrid, Spain - Contact emails: diego.benito@imdea.org. The repository is organized to allow easy exploration of mobility patterns and reproduction of the analyses. --- ## Repository Structure The repository is organized by country and type of analysis: ```text mobility-graphs-covid19/ ├── Brazil/ │ ├── General Analysis of Dominant Patterns/ │ │ ├── General Case/ │ │ ├── Gender/ │ │ └── Age Groups/ │ └── Dominant Patterns of Positive Cases/ │ ├── General Case/ │ ├── Gender/ │ └── Age Groups/ ├── Japan/ │ ├── General Analysis of Dominant Patterns/ │ │ ├── General Case/ │ │ ├── Gender/ │ │ └── Age Groups/ │ └── Dominant Patterns of Positive Cases/ │ ├── General Case/ │ ├── Gender/ │ └── Age Groups/ ├── Turkey/ │ ├── General Analysis of Dominant Patterns/ │ │ ├── General Case/ │ │ ├── Gender/ │ │ └── Age Groups/ │ └── Dominant Patterns of Positive Cases/ │ ├── General Case/ │ ├── Gender/ │ └── Age Groups/ └── SouthAfrica/ ├── General Analysis of Dominant Patterns/ │ ├── General Case/ │ ├── Gender/ │ └── Age Groups/ └── Dominant Patterns of Positive Cases/ ├── General Case/ ├── Gender/ └── Age Groups/ ``` - **Country folders**: Contain the mobility graphs for each country. - **General Analysis of Dominant Patterns**: Graphs showing overall mobility trends, separat …