Streaming Bitcoin Prices in Real-time via the Coinmarketcap API using Python

Streaming price data lays the foundation for many exciting machine learning applications in finance, such as generating trading signals for buy and sell orders. This tutorial shows how to stream bitcoin price quotes in real-time via a public API and … Continued

Color-Coded Cryptocurrency Price Charts in Python

Line charts that use color as an overlay are a great way to visualize complex trends in time series data. The color of the line plot illustrates changes in another variable. Such color-coded line plots have recently become popular among … Continued

Correlation Matrix in Python: How Correlated are COVID-19 Cases and Different Financial Assets?

Since the sudden emergence of COVID-19, global financial markets have experienced turbulent times. After the markets initially experienced a sharp slump at the beginning of 2020a rapid (V-shaped) recovery led to new record highs at the end of the year. … Continued