- Some cleaning of the data is required. For instance, the country names used by EMDAT are not always the same as those used by ISO. Hence, making spatial maps in R would involving fixing these names.
- Information such as GDP, population and Consumer Price Index have to be used to "normalize" or adjust monetary losses from the past. The EMDAT database does not provide such information.
- Annual reports published by EMDAT are not consistent with one another in terms of number of disasters per year or the total number of people affected/killed.
My goal is to create an R package which comes with pre-processed and cleaned EMDAT data and which would also include above-mentioned additional country-level information. Moreover, this R package would have the functionality to extract and analyze the data.
Here is a preliminary analysis of the data. Please see - https://github.com/RationShop/emdat/blob/master/publish_part1.md
All code and graphics are at my GitHub site - https://github.com/RationShop/emdat