Simple Cluster Analysis using K-Means and Python

This article shows how to run a simple cluster analysis on synthetic data using the K-Means clustering algorithm in Python. Cluster analysis is an unsupervised machine learning technique that groups similar objects into clusters and separates them from different ones. … 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