Pipeline Mode

Clustering Analysis

This page executes prompt-defined workflow from prompts/k-clustering-prompt.txt: dataset gate checks, parameterized preprocessing, multi-algorithm clustering, and model selection.

Data Requirements - Read Before Uploading

  • Critical: at least 50 rows, at least 2 usable features, missingness below 60%, duplicates below 80%.
  • Supported formats: CSV, Excel (.xlsx/.xls), JSON, Parquet.
  • No download/export available in this tool by design.

Run Metadata

Not run yet

Upload dataset, set parameters, then run full pipeline.

Suitability Gate

No run yet.

Warnings

No warnings yet.

Best Model

No run yet.

Algorithm Results

Cluster Profiles

Methodology Trace