Why did the republican congress want to remove president johnson from office?

The Radical Republicans in Congress differed with Andrew Johnson about how deeply the federal government would be involved in changing southern governments and southern society after the Civil War during the period called Reconstruction.  Johnson, who was from Tennessee, was considered too soft on the former Confederate states. For example, he agreed to permit state governments to grant amnesty to former rebels.