📈 StockPulse: Intelligent Stock Analysis Dashboard

A professional-grade, clean, and efficient stock analysis tool built with Python. This project is designed for Freshers to showcase their skills in Data Analysis, Financial Logic, and Web Dashboard development.

🚀 Key Features

• Real-time Data: Fetches latest market data using Yahoo Finance API.
• Technical Indicators: Calculates SMA (20, 50), RSI (14), and Annualized Volatility.
• Intelligent Decision Engine: A logic-based scoring system that provides BUY/SELL/HOLD recommendations with a confidence percentage.
• Interactive Visuals: Gorgeous Candlestick charts and RSI momentum graphs using Plotly.
• Premium UI: Clean, Dark-themed interface optimized for readability.

📁 Simple Folder Structure

Stock Price/
├── main.py            # Complete Logic (UI + Analytics Engine)
├── requirements.txt   # Project Dependencies
└── README.md          # Project Documentation

🛠️ Setup & Execution

1. Clone the project or copy the files.
2. Install Dependencies: Open terminal and run:

   pip install -r requirements.txt

3. Run the App:

   streamlit run main.py

🧠 How the Engine Works

The dashboard uses a multi-factor scoring system:

1. Trend Follow: Checks if the price is above Moving Averages (Bullish/Bearish).
2. Momentum: Uses RSI to identify Oversold (Buy) or Overbought (Risk) zones.
3. Volume: Detects high-volume breakouts.
4. Calculated Confidence: Combines all factors into a final 0-100% confidence score.

💼 Skills Showcased

• Python Programming
• Financial Analytics (Quantitative Analysis)
• Data Visualization (Plotly, Streamlit)
• Problem Solving (Heuristic Engine Design)

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Disclaimer: This project is for educational and portfolio purposes only. It does not constitute financial advice.