Create an analysis for clients that are preparing to get into the cryptocurrency market and produce a report that includes what cryptocurrencies are on the trading market and how they could be grouped to create a classification system for a new investment.
After generating an elbow curve, we can see that the optimal number of clusters are 4 (k=4).
Figure 1. Elbow Curve
with this information a 3D plot is generated as follows:
Figure 2. 3D plot
we can see the 4 different clusters that are generated.
A hvTable is generated displaying all of the currently tradeable cryptopcurrencies according to our dataset.
Figure 3. hvTable
with this information we obtain a scatter plot grouped by class:
Figure 4. hvPlot