Sakshi Sabnani

Sakshi Sabnani

Machine Learning Enthusiast

Ted Talks - Text Mining, Sentiment Ananlysis, Topic modelling (LDA)

  • Cleaned and prepared Ted Talks data for talks published in the year 2006-2020 for analysis.
  • Carried out basic EDA, followed by Text Mining, Sentiment Analysis using Bing, Afinn and NRC lexicon.
  • Carried out topic modelling to identify topics for the complete ted talks data as well as a subset of data for talks by speakers who were Economists.

You can view the project here.