The challenge has been completed and the solution file, 'Crypto_Clustering.ipynb' is within the folder 'CryptoClustering'. Performed the analysis as per the instructions.
Below are the highlights of the analysis for this challenge:
- Prepared the data using StandardScalar.
- Found the best value of k using original scaled data frame.
- Clustered the cryptocurrencies using K-means algorithm with original scaled data.
- Optimized the clusters with Pricipal Component Analysis.
- Found the best value of k using PCA data.
- Clustered the cryptocurrencies using K-means algorithm with PCA data.
- Answered all the questions asked.
- The plots were created as instructed.