Keyboard filled with garbage words

My user dictionary is getting filled with tons of off-by-on-letter garbage words automatically. Whenever I type with swift key, it often autocorrects to a misspelled word. Seems it learns to get worse over time rather than better I'm going to throw away my user dictionary and start from scratch. Before I do that, did you guys want to look at it first?