SInES Helpers: ClusterBuster

SInES Helpers: ClusterBuster (Clustering Data with K-Means Analysis and Elbow Method)

1. Upload Excel or CSV File:
2. Configure Clustering	Dimensions: Number of Clusters (k): Outlier Handling: Exclude Outliers (Z-Score > 3) Please upload a file to select columns. optional: Audio Mapping (for HTML Export): Select Audio Column: Audio Folder Path: Audio Format: .mp3 .wav
3. Generate Analysis

The Elbow Method (WCSS)
Look for the "knee" in the curve where the drop levels off. That is your optimal k.

ClusterBuster © 2026 by Christoph Reuter and SInES (last modified: 25.6.2026) is released under MIT License
How to cite: Reuter, C. (2026). SInES Helpers: ClusterBuster. Web Application https://sinestools.univie.ac.at/excelcluster.htm