Twitter has become an important communication channel in times of emergency. The ubiquitousness of smartphones enables people to announce an emergency they’re observing in real-time. Because of this, more agencies are interested in programatically monitoring Twitter
Here We have perfromed some basics operation in this project which is really easy to understand.
- Basic exploration
- Keywords
- Locations
- Clean up textHere we clean up the text column by:
- Making a 'clean' text column, removing links and unnecessary white spaces
- Creating separate columns containing lists of hashtags, mentions, and links
- Text statistics
- Unigrams and bigrams
- Encoding and Vectorizers
- Simple model
- Evaluate and improve our model