The project works to develop a social media-based depression recognition tool using existing research. The target is to detect and analyze sentiment and emotion,specifically depression expressed by people on Twitter.
Before executing the programs for the first time, please install the required packages using:
pip install -r requirements.txt
List of modules being installed:
- tweepy
- textblob
- nltk
- numpy
- pandas
- sklearn
- Django
and their required dependencies.
Before running the cleaning program make sure to remove first person stop words from the stopwords list of NLTK.