MarketPulse 📊

Strategic Market Intelligence Dashboard Built with Python, Streamlit, Plotly, & yFinance

📖 Overview

MarketPulse is a financial analytics tool designed to bridge the gap between raw price data and actionable business insights. It supports analysis across 8,000+ equities, utilizing a custom "Strategic Context Engine" to determine market states.

🚀 Key Features

• Business Phase Engine: Algorithmically translates price data into "Expansion" vs. "Contraction" phases using 50-day trend baselines.
• Sentiment Analysis: Integrated RSI (Relative Strength Index) logic to detect "Heated" vs. "Value" zones.
• Automated ETL Pipeline: One-click CSV extraction reduces manual data aggregation time by ~90%.
• Contextual News: Real-time RSS integration fetches specific drivers for the analyzed asset.

🛠 Tech Stack

• Frontend: Streamlit
• Data Processing: Pandas, NumPy, yFinance
• Visualization: Plotly Graph Objects
• External Data: Feedparser (RSS)

💻 How to Run

1. Clone the repository:

   git clone [https://github.com/arnav183/MarketPulse.git](https://github.com/arnav183/MarketPulse.git)

2. Install dependencies:

   pip install -r requirements.txt

3. Run the dashboard:

   streamlit run app.py