Table 2.
External Python libraries used in this study
| Library | Purpose | Hyperlink |
|---|---|---|
| GetOldTweets3 | Scraping tweets | https://pypi.org/project/getoldtweets3 |
| Tweet-preprocessor | Cleaning tweets | https://pypi.org/project/tweet-preprocessor |
| TextBlob | Identifying news portals and e-commerce profiles on the basis of subjectivity analysis | https://textblob.readthedocs.io/en/dev |
| Scikit-learn | k-means clustering | https://scikit-learn.org/stable |
| Matplotlib | Plotting clusters | https://pypi.org/project/matplotlib |
| Nltk | Removing stop words before identifying frequently used words | https://www.nltk.org |