heavye / Day3_Challenge_10ac

Topic modelling and Sentiment analysis

Task 3 - Data Science Level 1

10 Accademy intensive challenge week (Date: 21,June,2021 - 25,June,2021)

What I did

- Editing the code base to do data analysis and produce a machine learning model to perform topic modelling and sentiment analysis.

- Data exploration and pre-processing

- Topic modelling and sentiment analysis

  * using scikit-learn, Gensim, to model the topics discussed in the tweets and their sentiments.
  * useing word clouds, k-mean clustering, etc. as a simple model for topic modelling.