AquaIntel: An Integrated Groundwater Quality Analysis and Prediction Workspace

Prediction workspace

K-Means Clustering

Discover groups and patterns in uploaded groundwater-quality measurements.

Unsupervised analysis

Clustering Configuration

Accepted formats: XLSX, XLS, CSV, and JSON.

Clustering always runs from the uploaded data file for this request and does not reuse backend upload folders.