Nigerian tweets analysis

This portfolio is part of a degree in Data Science at IU, International University of Applied Sciences.

The main task of the portfolio is to extract prevalent topics from Twitter messages, in other words, topic modeling.

The main Tasks as are follows:

1. Extract relevant tweets of a city or region.

2. Preprocess the data.

3. The 10 most frequently used hashtags.

4. The 10 most active users.

5. LDA with TFIDF output.

6. LDA with CountVectorizer output.

7. LSA with CountVectorizer.

Author

Buhari Abubakar

• github/buhari15

License

Copyright © 2023 Buhari Abubakar Released under the MIT license.

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