Canola oil has an older name, rapeseed oil. Rapeseeds are included under the category known as kitniyot, foods that Ashkenazim (and some Sephardim) may not eat on Passover. This prohibition also includes corn, beans and rice.

This was enacted because kitniyot dishes are similar to chametz, grain which has risen.