KMeans
centroid-based
Select a dataset and click Run Analysis
DBSCAN
density-based
Select a dataset and click Run Analysis
📝 Algorithm Source Code Click to expand
📖 Further Reading
Articles from the Observability is Engineering series that go deeper on topics covered here.
🔬
Clustering Algorithms in Observability
Observability is Engineering · Medium
KMeans vs DBSCAN across four real-world observability shapes — with benchmark data drawn directly from this interactive tool.
📐
How Can I Find Customers I Should Focus On? Elbow to the Rescue
Observability is Engineering · Medium
The elbow method explained — a practical technique for picking the right K in KMeans without guessing.
🔗
Correlating System Log Lines with Grouping and K-Means in C#
Observability is Engineering · Medium
A real-world implementation of KMeans for log correlation — from raw log lines to actionable cluster insights.