Find natural groups and patterns in your data.
Identifies groups in data and produces cluster visualizations, quality comparisons, and membership assignments.
When to use it
Use to segment customers or discover groups in data without predefined categories.
Give it data to cluster; it returns cluster-count analysis, visualizations, validation comparisons, and membership assignments.
What you provide
The implementation uses Python; no version is specified.
The implementation imports pandas and uses it to construct analysis tables.
The implementation imports numpy for numerical data operations.
The implementation imports matplotlib.pyplot for its plots.
No additional actions listed.