Update app.py

app.py

@@ -93,19 +93,60 @@ if viz_type == "Complaints Over Time":
     start_date = st.sidebar.date_input("Start Date", pd.to_datetime("2020-01-01"), key="start_date")
     end_date = st.sidebar.date_input("End Date", pd.to_datetime("2024-12-31"), key="end_date")
 
+# # Dropdown for Housing Block (only show when Complaints by Housing Block and Type or the updated version is selected)
+# if viz_type in ["Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"]:
+#     block_options = ['All Blocks'] + sorted(data['Housing Block'].unique().tolist())
+#     selected_block = st.sidebar.selectbox(
+#         "Select Housing Block", 
+#         options=block_options, 
+#         key=f"block_select_{viz_type}"  # Unique key for each visualization
+#     )
+    
+# # Ensuring selected_block is only used if defined
+# if viz_type in ["Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"] and 'selected_block' not in locals():
+#     selected_block = 'All Blocks'  # Default to 'All Blocks' if no selection made
+
 # Dropdown for Housing Block (only show when Complaints by Housing Block and Type or the updated version is selected)
-if viz_type in ["Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"]:
-    block_options = ['All Blocks'] + sorted(data['Housing Block'].unique().tolist())
-    selected_block = st.sidebar.selectbox(
-        "Select Housing Block", 
-        options=block_options, 
-        key=f"block_select_{viz_type}"  # Unique key for each visualization
-    )
+housing_block_viz_types = ["Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"]
+
+if viz_type in housing_block_viz_types:
+    # Define blocks to be excluded for the specific version
+    excluded_blocks = [
+        '3400 block', '3500 block', '3600 block', '3700 block', '3800 block', '3900 block', 
+        '4000 block', '4100 block', '4200 block', '4300 block', '4400 block', '4500 block', 
+        '4600 block', '4700 block', '4800 block', '4900 block', '5000 block'
+    ]
+    
+    # Creating the desired order, excluding unwanted blocks
+    desired_order = [
+        '1 block', '100 block', '200 block', '300 block', '400 block', '500 block',
+        '600 block', '700 block', '800 block', '900 block', '1000 block', '1100 block',
+        '1200 block', '1300 block', '1400 block', '1500 block', '1600 block', 
+        '1700 block', '1800 block', '1900 block', '2000 block', '2100 block', 
+        '2200 block', '2300 block', '2400 block', '2500 block', '2600 block', 
+        '2700 block', '2800 block', '2900 block', '3000 block', '3100 block', 
+        '3200 block', '3300 block'
+    ]
+
+    # Filtering the data based on selected year
+    filtered_data_time = data  # Use filtered_data if date range is not needed
+    if selected_year != 'All Time':
+        filtered_data_time = filtered_data_time[filtered_data_time['Year Reported'] == selected_year]
+    
+    # Exclude blocks from the data
+    filtered_data_time = filtered_data_time[~filtered_data_time['Housing Block'].isin(excluded_blocks)]
     
-# Ensuring selected_block is only used if defined
-if viz_type in ["Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"] and 'selected_block' not in locals():
-    selected_block = 'All Blocks'  # Default to 'All Blocks' if no selection made
+    # Get the list of blocks excluding the unwanted ones
+    available_blocks = sorted(filtered_data_time['Housing Block'].unique().tolist())
+    
+    # Dropdown for Housing Block (excluding unwanted blocks)
+    block_options = ['All Blocks'] + available_blocks
+    selected_block = st.sidebar.selectbox("Select Housing Block", options=block_options, key="block_select")
 
+    # Further filtering by selected Housing Block (if applicable)
+    if selected_block != 'All Blocks':
+        filtered_data_time = filtered_data_time[filtered_data_time['Housing Block'] == selected_block]
+        
 # Filtering data based on selected year
 if selected_year != 'All Time':
     filtered_data = data[data['Year Reported'] == selected_year]