Text alignment in a WPF DataGrid

Question

How can I align the column data to center in a WPF DataGrid?

Answer 1

I ended up having problems with the cell being shifted and looking funky using the accepted answer. I know it's late, but hopefully my findings will help someone. I use:

rather than the CellStyle.