📊 Reddit Sentiment Analyzer

A Streamlit web app that analyzes the sentiment of top Reddit posts for any subreddit and time frame.
It uses NLTK's VADER Sentiment Analyzer to score posts and displays visual insights,.

✨ Features

• Fetches top Reddit posts for a selected time range (day, week, month, year, all).
• Calculates average sentiment score.
• Displays sentiment distribution chart.
• Shows Top 5 Positive and Top 5 Negative posts.
• Allows downloading results as CSV.

🚀 How to Run

1. Clone the repository:

   git clone https://github.com/chiragkakad/reddit-sentiment-analyzer.git
   cd reddit-sentiment-analyzer

2. Install dependencies:

   ```bash
   pip install -r requirements.txt

3. Set up environment variables in .env:

   REDDIT_CLIENT_ID=your_client_id
   REDDIT_CLIENT_SECRET=your_client_secret
   REDDIT_USER_AGENT=your_user_agent
   

4. Run the app:

   streamlit run app.py

5. Open the provided local URL in your browser.

🛠 Tech Stack

• Python (NLTK, pandas, matplotlib)
• Streamlit for the web interface
• PRAW for Reddit API