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| title: Asset Class Comparison | |
| emoji: 🔥 | |
| colorFrom: blue | |
| colorTo: indigo | |
| sdk: streamlit | |
| sdk_version: 1.44.1 | |
| python_version: "3.12" | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| short_description: An asset class comparator for my personal usecase | |
| # Asset Class Performance Comparison | |
|  | |
| This Streamlit app allows you to compare the performance of different asset classes over time, including stocks, bonds, gold, and fixed deposits. | |
| ## Features | |
| - Compare multiple asset classes simultaneously | |
| - Choose between USD and SGD currencies | |
| - Customize investment parameters (initial amount, time period) | |
| - View performance graphs and annualized returns | |
| - Support for major indices and individual stocks | |
| ## How to Use | |
| 1. Select your preferred currency (USD or SGD) | |
| 2. Enter your initial investment amount | |
| 3. Choose the time period for comparison | |
| 4. Select the assets you want to compare | |
| 5. View the performance graph and returns | |
| ## Assets Available | |
| - Fixed Deposit | |
| - Gold | |
| - SGS Bonds | |
| - US Treasury Bonds | |
| - Major Indices (NASDAQ, S&P 500, Dow Jones) | |
| - Individual Stocks (Microsoft, Google, Nvidia, Apple, etc.) | |
| ## Technical Details | |
| The app uses: | |
| - Streamlit for the web interface | |
| - yfinance for market data | |
| - Plotly for interactive graphs | |
| - Pandas for data manipulation | |
| ## Hosting | |
| This app is hosted on Hugging Face Spaces. You can access it at [link to be added after deployment]. | |
| ## Local Development | |
| To run locally: | |
| 1. Clone this repository | |
| 2. Install dependencies: `pip install -r requirements.txt` | |
| 3. Run the app: `streamlit run app.py` | |
| - If having issues invoking a venv, use `$(which python) -m streamlit run app.py` | |
| ## Project Structure | |
| ``` | |
| asset-class-comparison/ | |
| ├── app.py # Main Streamlit application | |
| ├── requirements.txt # Python dependencies | |
| ├── README.md # This file | |
| └── utils/ # Utility functions | |
| ├── yfinance_utils.py # yfinance data fetching utilities | |
| ├── currency_utils.py # Currency conversion utilities | |
| ├── hdb_utils.py # HDB related utilities | |
| └── fd_utils.py # Fixed deposit calculation utilities | |
| ``` | |
| ## Contributing | |
| Contributions are welcome! Please feel free to submit a Pull Request. | |
| ## License | |
| This project is licensed under the MIT License - see the LICENSE file for details. |