Cluster Taxonomy with Centroids and Dichotomous Variable Frequencies

María Teresa Ballestar created a cluster taxonomy dataset, last updated on 2026-05-28. The dataset is 9.5 KB in size and is available in XLS format under a CC-BY-4.0 license. It contains centroids for continuous variables and frequencies for dichotomous variables.

Use Cases

• Validate clustering algorithms based on provided centroid values.
• Analyze the distribution of binary features within clusters using the frequency data.
• Compare cluster structures across different datasets using the standardized taxonomy format.
• Build interpretable models by referencing the centroids as representative cluster points.

Strengths

• Dataset is small (9.5 KB), facilitating quick download and inspection.
• Clear license (CC-BY-4.0) permits open sharing and adaptation.
• Specific focus on cluster centroids and dichotomous variable frequencies provides a structured taxonomy.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

María Teresa Ballestar via figshare

Freshness

Last updated 2026-05-28 17:43:07; freshness should be verified.