How I Built My Own Cryptocurrency Portfolio Tracker with Python and Live Market Data | by Tanookh | Aug, 2025

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I discovered myself obsessively refreshing CoinMarketCap and Binance simply to maintain up with value swings. I attempted portfolio apps, however none gave me what I wanted:

• Customized alert triggers
• Clear every day efficiency abstract
• Historic charts
• Actual-time CLI + browser interface

So I constructed it myself — utilizing Python, some free APIs, and a little bit of plotting magic.

Right here’s the construction of the venture I used:

crypto_tracker/
├── knowledge/
├── portfolio.json
├── tracker.py
├── dashboard.py
├── alerts.py

Dependencies:

pip set up requests pandas plotly wealthy flask schedule