Recent Democrat presidents have not gone after legal immigration the way the Trump administration has. And in recent years, the only proposed comprehensive immigration reform bills - to try to make the process less broken - have only had Democrat support.
You are correct the deportation numbers are similar, but the picture is bigger than just deportations.