Purpose of this is to create a report that includes what cryptocurrencies are on the trading market and how they could be grouped to create a classification system for this new investment. Since there are no known output, I've decided to use unsupervised machine learning and to group the cryptocurrencies, the clustering algorithm is used.
- The Elbow Curve with K-means = 4
- K-Means Clustering 3D Scatterplot
- Table of Tradable Cryptocurrencies
- Scaled Tradable Cryptocurrencies 2D Scatterplot
The following was accomplished in this report:
- preprocess the data for PCA (Principal component analysis)
- reduce the dimensions using PCA
- clustering cryptocurrencies using K-means and
- visualizing the cryptocurrencies results in 2D and 3D hvplot.