The Stock Analyzer project is a complete stock market analysis tool utilizing ML models. It allows users to input stock symbols, select date ranges, view historical stock trends, and see future stock price predictions via interactive charts.
- React: User Interface
- Plotly.js: Interactive visualizations
- Axios: API calls
- Flask: Backend Framework
- yfinance: Stock data extraction
- Pandas: Data manipulation
- Scikit-learn: Machine learning models (Linear Regression, Decision Trees)
└── srigadaakshaykumar-stock/
├── README.md # Project documentation
├── package.json # Node.js dependencies and scripts
├── Images/
├── backend/ # Backend code
│ ├── Model.keras # Trained machine learning model
│ └── app.py # Backend server code
├── public/
│ ├── index.html
│ ├── manifest.json
│ └── robots.txt
└── src/
├── App.css # Main stylesheet
├── App.js # Main React component
├── App.test.js
├── index.css
├── index.js
├── reportWebVitals.js
├── setupTests.js
└── components/ # Reusable React components
├── Footer.jsx # Footer component
├── Header.jsx # Header component
├── Prediction.jsx # Prediction component
├── StockList.jsx # Stock list component
└── Stockdata.jsx # Stock data component
| Endpoint | Method | Description |
|---|---|---|
/api/stocks/<ticker> |
GET | Fetch historical stock data |
/api/predict/<ticker> |
GET | Predict future stock prices |
/api/profit-calculator |
POST | Calculate stock returns |
- Clone the repository:
git clone https://github.com/yourusername/stock-analyzer-frontend.git cd stock-analyzer-frontend - Install dependencies:
npm install
- Start the development server:
npm start
Please Explore the Issues to Contribute. Pull requests are welcome. For major changes or new updates please open an issue first to discuss what you would like to change.