Renamed anonymization options.

app.py

@@ -32,9 +32,10 @@ else:
         # Options for data optimization
         with st.container() as anonymizing_options:
             st.markdown("### Anonymizing options:")
-            max_categorical_size = st.slider("Maximum number of categories", min_value=2, max_value=200, value=50, step=1)
-            bin_size = st.slider("Target bin size", min_value=2, max_value=200, value=20, step=1)
-            sensitivity_minimum = st.number_input("Minimum count", min_value=2, max_value=10, value=2, step=1)
+            max_categorical_size = st.slider("Categorical Variable Threshold", min_value=2, max_value=200, value=50, step=1)
+            bin_size = st.slider("Bin Size", min_value=2, max_value=200, value=20, step=1)
+            redaction_selection = st.selectbox("Redaction strength", ["Low", "Medium", "High", "Extreme"])
+            sensitivity_minimum = {"Low": 2, "Medium": 4, "High": 6, "Extreme": 12}[redaction_selection]
     
     
     ### DATA PREVIEW AND TRANSFORM