better selection

ratios.py

@@ -21,12 +21,39 @@ for col in columns_to_summarize:
 
 # Customize the layout
 fig.update_layout(
-    title="Summary of Categories by Place with Filtering",
+    title="Summary of Categories by Place with Selection",
     xaxis_title="Place",
     yaxis_title="Total Count",
     xaxis=dict(categoryorder='total descending'),
     barmode='group'
 )
 
+# Enable selection by clicking
+fig.update_traces(selector=dict(mode='lasso'))
+
+# Enable searching for place names
+fig.update_layout(updatemenus=[
+    {
+        'buttons': [
+            {
+                'args': [{'visible': [True] * len(grouped)}],
+                'label': 'Show All',
+                'method': 'restyle'
+            },
+            {
+                'args': [{'visible': [grouped["place"] == place for place in grouped["place"]]}],
+                'label': 'Select Place',
+                'method': 'restyle'
+            }
+        ],
+        'direction': 'down',
+        'showactive': False,
+        'x': 0.1,
+        'xanchor': 'left',
+        'y': 1.1,
+        'yanchor': 'top'
+    }
+])
+
 # Show the interactive graph
 fig.show()