SOUND-MIND

ML application that predicts the mental health of a twitterer based on their tweets

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MORE ABOUT IT

➡️ A machine learning application developed in Python which predicts the mental health of a twitterer 
   based on their tweets. 
➡️ Twitter API v2 is used to fetch the latest tweets of the user. 
➡️ The model is trained using a dataset with 1.6 million tweets. 
➡️ Various machine learning algorithms such as SVM, NaiveBayes, Logistic Regression are used and the best 
   model is validated using metrics like accuracy, precision, recall and f1 score, etc.