Each tweet category is represented by a code, which is a number between 0 and 7, and label such as Music or Health. Available tweet categories are the followings:
- 0 TV&Movies
- 1 Music
- 2 Health
- 3 Religion
- 4 Politics
- 5 Technology
- 6 Sports
- 7 Other
tweets.txt contains to tweets used to train and test our classifier. The following style is used to append new tweets to this file:
<Tweet_HERE>
$$$$$<Tweet_Code_Here>Note that tweets should be in English.
Preprocessing steps which are applied to each tweet during the classifications are the followings:
- Stemming
- Removing usernames
- Removing hashtags
- Removing hyperlinks
- Removing numeric characters
- Removing punctuation
- Removing single characters
- Removing emojis
- Removing English stop words
This project has a simple web application where you can check the category of the tweet. Once you run app.py, you can access web application on http://localhost:5000/