Entity Clusters (Offers by Category)
Report type key: recommender_entity_clusters_markdown
Configuration type: Interactions
Group: Interactions
Offers clustered by category with assignment tables and scatter graphs.
How to get it
- Create and save an Interactions configuration.
- Enable: entity_clustering is on by default (
min_rows6,max_clusters5). Turn it off in recommender analysis settings if you do not want clusters. - Run the job and wait until completed.
- Open Reports (
/reports), select that job, and choose this type.
Markdown viewer: /markdown/JOB_ID/recommender_entity_clusters_markdown
API: GET /reports/JOB_ID/recommender_entity_clusters_markdown
Clustering was disabled, skipped (too few rows per peer group), or the step failed.
What it contains
Advisory KMeans of offers within peer groups (and optional marketing-mix entities). Sample assignments, silhouette, PCA scatter. Labels are not written back to operational catalogs.
How to read
Use clusters to see catalog structure. Assignments JSON is the machine-readable map.
Companion artifacts
| Key | Artifact |
|---|---|
recommender_entity_clusters_markdown | Markdown report |
recommender_entity_clusters_results | Cluster assignments JSON |
recommender_entity_clusters_graphs | Scatter graphs |
Markdown, notebook, and graphs for the same family usually land together. JSON feeds Analysis Insights.