Update app.py

app.py

@@ -22,7 +22,8 @@ def load_data(min_score=1, max_score=10, show_special=False):
     def filter_func(x):
         try:
             score = int(x['educational_score'])
-            return max(min_score <= score <= max_score, show_special)
+            value = False if show_special else min_score <= score <= max_score
+            return value
         except (ValueError, TypeError):
             # Return True if show_special is checked and educational_score is None or ''
             return show_special
@@ -37,7 +38,7 @@ with col_1:
 with col_2:
     max_value = st.slider('Select maximum educational score', 1, 10, 10, key='max_score')
 with col_3:
-    show_special = st.checkbox('Show clusters with undefined educational score', False)
+    show_special = st.checkbox('Show only clusters with undefined educational score', False)
     
 # Load data based on slider values and checkbox status
 ds = load_data(min_value, max_value, show_special)