In this project, I designed a Shiny app on the Asylum data. The app provides a variety of advanced statistical methods such as:
- data analysis methods (e.g. machine learning models, linear models, tools for checking the assumptions of each model, specific summary tables for the results of each model, etc.)
- data visualization tools (e.g. facet, violin plots, scatter plots, log plots, box plots, plots of machine learning models, and mulltiple options to customize each plot)
- advanced search options to filter and view the dataset
- interactive map to view and explore the variables and data in each country
At the moment, the best way to run the app is to directly run the AS-Shiny.R file. Unfortunately, the shinyapp server is a little weak to handle this apps (after all, R was designed for convenient data analysis, not for designing web apps). The current configuration can be found here but due to the server problems, you might need to refresh the page multiple times to get the app open properly.
