Comment by hadley

I thought that before writing dplyr, but now I see that there a big differences. Relational databases are designed to work with large datasets on disk, and to accept changes very rapidly. The demands for in memory data analytics are quite differnt. Columnar data stores are a better fit, but it's pretty easy to bang out efficient code for in memory data; it's much harder to work with out of memory data.