Update app.py

app.py

@@ -184,7 +184,7 @@ def main(file, num_clusters_to_display):
         df = preprocess_data(df)
         
         # Clustering
-        num_clusters = 5  # Or any other appropriate number of clusters
+        num_clusters = 12  
         df, kmeans = cluster_data(df, num_clusters)
         
         # Categorization