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[Music] hi and welcome back to the channel if youre interested in doing text analysis and are maybe considering topic modeling as a solution to a problem that youre having then look no further than this video here were going to be talking about an alternative really to using the more traditional latent derelict allocation topic model from the gensim library and were going to be using in this video instead top2vec which is a library i discovered about three weeks ago thanks to a feed on twitter from philip vallette over at explosion ai the creators of spacey now this new library top to vect came out about two years ago and the reason why i like it so much is because it allows for you to do really complex things with topic modeling very very simply and only in a few lines of code if you were to try to do traditional topic modeling such as ive demonstrated on this channel before youre going to have to do a lot of pre-processing and a lot of manual coding to get the topic model worki