Four mistakes in Clustering you should avoid

Crucial steps in Cluster Analysis everyone should know

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tl;dr

• Lack of an exhaustive Exploratory Data Analysis and digestible Data Cleaning
• Missing feature scaling
• Building no representative clusters
• Missing description of cluster results