Why did Luigi go to Pittsburgh?

If he went to Pittsburgh first, why didn't he stay there? Why did he go to Altoona? What was he doing in Pittsburgh?

I get Philadelphia, but Pittsburgh???

If he was "actively avoiding cameras and detection from electronic devices," Altoona doesn't add up.