Distribution Analysis Active Small and Medium Industries Bogor City Using K-means Clustering

Small and Medium Industries (IKM) is one sector that contributes to driving economic growth, of which in West Java province, Bogor city. The number active IKM the city 2021 based on survey results was 1,189, while 2022 small medium industries 1,766. purpose this study conducted determine distribution So, research can provide solutions related government or agencies assist building developing IKM. In research, method used Knowledge Discovery Database method, Where stages are data selection, pre-processing, transformation, mining evaluation. Determination clusters done using elbow method. After determining with Elbow, will be represented K-means clustering. clustering algorithm yield 3 clusters, each cluster 0 criterion being low a total 45 sub-districts. Cluster 1 sub-districts 14, 2 high totaling 9. evaluation silhouette coefficient from it produced value 0.56 means included criteria good structure.