# ASA-Data-Expo-2021
## The descriptions of the problem: https://community.amstat.org/dataexpo/home.
- Data_clean.R: The R code for data cleaning.
- modeling.R: The R functions to show results in our paper and R shiny website.
- app.R: The R code to run the R shiny website.
- full_data.csv: full data set includes two response variables (score_infection, score_death) and socioeconomic and healthcare factors.
- counties_prj.csv & states_SE.csv: Two datasets for producing geographic graphs in the R shiny website.
- Fill_in_cities.csv: Dataset to generate Figure 5.
- Check our results at https://asa-competition-smu.shinyapps.io/COVID19/.
