Recipe Clusters & Ingredients

669 recipes grouped into 5 natural families using k-means on ingredient ratios. Silhouette score: 0.194 (higher = better-separated clusters).

Recipe Families (PCA Projection)

Each dot is a recipe, projected into 2D using PCA. PC1 explains 20.7% of variance, PC2 explains 18.7%. Click a dot to see the recipe.

Ingredient Commonality

How often each ingredient appears across all 669 recipes

368 Ingredients

All ingredients sorted by frequency