DeepTweets is a machine learning project focused on classifying tweets into two categories: sports and politics. The project leverages natural language processing (NLP) techniques and machine learning algorithms to predict whether a given tweet is related to sports or politics.
-
Clone the repository:
git clone https://github.com/RachidaTanassat/deeptweets.git
-
Install the required dependencies:
pip install -r requirements.txt
-
Navigate to the project directory:
cd deeptweets -
Run the Streamlit app:
streamlit run app.py
-
Access the web interface by opening the provided URL in your web browser.
-
Enter a tweet in the input field.
-
Click the "Predict" button to get the sentiment analysis of the tweet.
"I'm excited to watch the football game tonight. Go team!"
"The government's decision to increase taxes is disappointing and will negatively impact the economy."
The project is deployed and accessible at: DeepTweets Web App
