The jump in tax liability seems reasonable. Check Form 1040 lines 4b and 5b to see how much is being included in taxable income.
Using the money for education and heath care does not except these portions from income tax, only potentially from an early-distribution penalty. It's likely that some of your distributions are subject to this penalty determined on Form 5329 Part I.
