There are 68 films with the same actors, 24 films with the same director, 37120 with the same cinematographic genres, to have finally 70 suggestions of similar films.
If you liked Through Dumb Luck, you will probably like those similar films :
The story evolves from a spat which Milholland has with his fiancée, Alice Gardner. While imbibing too freely in a foolish effort to assuage the pangs besetting him, he decides to sail for Europe, but he lands at Coney Island via the sight-seeing-car route, and in the course of zig-zag events he meets the Princess, an Oriental dancer, in a music hall. He becomes infatuated with her, and for the first time in his young pampered life he earns ten dollars playing a piano while she does her act on the stage. Eventually he takes the Princess to the home of his wealthy aunt, Mrs. King. Their betrothal is announced at a dinner on which occasion the Princess worries Pete and the many guests by her frequent breaches of etiquette. The next day Pete meets his former fiancée and quickly tells her that his love for the Princess is only a passing fancy. When the latter learns of this she returns to her father's Coney Island resort. There she realizes the folly of essaying to hold the fealty of a man abover her caste, and she cheerfully sets about to be happy with her lot. In the meantime a reconciliation reinstates Pete in the realm of bliss with his first love.