Also df.loc[1:3, :] doesn't get the first N rows. First because of 0-indexing, second because when your index isn't ordered integers, you'll get completely unex

Also df.loc[1:3, :] doesn't get the first N rows. First because of 0-indexing, second because when your index isn't ordered integers, you'll get completely unexpected results with .loc.