Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
it’s not clear what each dimension means. In LDA, you can see the highest probability tokens (“top n words”) to understand the dimension (“topic”). A common misconception is that LDA is an NLP algorithm. In reality, you can use LDA on any count data as long as it’s not too sparse. All LDA does is