Yes, this is true. After the breaking fast of the second day people go on a fast of 36 hours without drinking water. This is an important fact Of Chhath Puja.
Also, Lord Rama, Karna and Draupadi have observed Chhath Puja. The worship of Sun God brings a lot for the devotees.