Create Readme.md

Readme.md

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+---
+title: Stock Sentiment Prediction
+emoji: 📈
+colorFrom: blue
+colorTo: pink
+sdk: docker
+app_file: app.py
+pinned: false
+---
+
+# 📊 Stock Sentiment Analysis and Prediction
+
+This Hugging Face Space provides real-time stock price prediction using LSTM models trained on historical stock data and sentiment analysis from Twitter/Reddit.
+
+## 🚀 Features
+
+- 📉 Predict future stock prices (AAPL, AMZN, GOOG, MSFT, TSLA)
+- 💬 Analyze sentiment of social media text (VADER)
+- 🧠 Uses LSTM models trained on historical and sentiment-augmented data
+- 📈 Real-time stock data via Yahoo Finance
+
+## 🧠 Tech Stack
+
+- Flask (backend)
+- TensorFlow (LSTM models)
+- yFinance, PRAW, Tweepy (data collection)
+- VADER (sentiment analysis)
+- Matplotlib (charts)
+- Hugging Face Spaces (deployment via Docker)
+
+## 🧪 Usage
+
+### Web Interface
+
+- Choose a stock ticker and optionally enable sentiment-based prediction.
+- Enter recent tweets/news/comments.
+- Get predicted stock price, trend chart, and delta.
+
+### API Endpoints
+
+| Endpoint              | Method | Description                          |
+|-----------------------|--------|--------------------------------------|
+| `/predict`            | POST   | Predict stock price (HTML form)      |
+| `/sentiment`          | GET/POST | Analyze text sentiment              |
+| `/api/stock/<symbol>` | GET    | Get real-time stock data             |
+| `/api/sentiment`      | POST   | API to get sentiment label and score|
+
+## ⚙️ Setup (Local)
+
+```bash
+pip install -r requirements.txt
+export FLASK_SECRET_KEY="your-secret-key"
+python app.py