Hugging Face's logo

Spaces:
prasanthntu
/
asset-class-comparison
Running

App Files Community
asset-class-comparison / README.md
prasanth.thangavel
Made improvements
9a14443
preview code
|
raw
history blame contribute delete
2.39 kB

A newer version of the Streamlit SDK is available: 1.45.1

Upgrade
metadata
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

Demo 1

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.