"Happy Days Are Here Again" (1929) is a standard song by Milton Ager and has no deeper meaning in this context other than building a sunny-carefree contrast to the slightly melancholic previous song. I was not aware that it is apparently politically connected to the US Democrats since Franklin D. Roosevelt's campaign 1932, as I just learned from Wikipedia.