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topic-modelling-LDA

The aim of this project is find the correct values of topcis from scraped documents of Niagarafalls and Richmondhill municipalities and finding the topics from the whole dataset. The optimial k value is used in scraping municipalities(https://github.com/manideep-d/ScrapingMunicipalities) project to scrape the remaining websites and saving documents which are used related to artificial intelligence.

Below graph is number of topics against coeherence value

topics

Topic distributions:-

Screen Shot 2022-02-23 at 5 07 35 PM

Number of documents per topic:-

documents per topic

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Topic Modelling using LDA

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