How to create new rows with missing years and populate them with current rows

Question

I have a dataset that looks like this:

overflow_data={\'state\': [\'CA\', \'CA\', \'HI\', \'HI\', \'HI\', \'NY\', \'NY\'], 
\'year\':  [2010, 2013, 2010, 2012, 20