Taxes on unhealthy food and their removal on all "good" food are common worldwide. In Australia fruit and vegetables are exempt from the 10% Goods and Services Tax (GST).
There have been moves to reduce or remove GST on food in NZ for a number of years but nothing has eventuated so far.