Update app.py

app.py

@@ -67,10 +67,17 @@ def load_and_clean_data():
 # Load the data
 data = load_and_clean_data()
 
+# Sidebar for controls
 # Sidebar for controls
 st.sidebar.header("Dashboard Controls")
-year_options = ['All Time'] + sorted(data['Year Reported'].unique().tolist())
-selected_year = st.sidebar.selectbox("Select Year", options=year_options)
+
+# Remove the year selection when certain visualizations are selected
+if viz_type not in ["Complaints Over Time", "Complaints by Housing Block and Type"]:
+    year_options = ['All Time'] + sorted(data['Year Reported'].unique().tolist())
+    selected_year = st.sidebar.selectbox("Select Year", options=year_options)
+else:
+    selected_year = 'All Time'  # Default to 'All Time' if visualization doesn't require year
+
 viz_type = st.sidebar.selectbox("Select Visualization", [
     "Complaint Types", "Geographic Distribution", "Resolution Status",
     "Submission Methods", "Complaints by Disposition", "Monthly Trends by Complaint Type",
@@ -93,8 +100,8 @@ if selected_year != 'All Time':
 else:
     filtered_data = data  
 
-# Further filter by Housing Block (if applicable)
-if viz_type == "Complaints by Housing Block and Type" and selected_block != 'All Blocks':
+# Further filter by Housing Block
+if selected_block != 'All Blocks':
     filtered_data = filtered_data[filtered_data['Housing Block'] == selected_block]
 
 # Filter data based on date range (only for Complaints Over Time visualization)
@@ -104,7 +111,11 @@ if viz_type == "Complaints Over Time":
         (filtered_data['Date Reported'] <= pd.to_datetime(end_date))
     ]
 else:
-    filtered_data_time = filtered_data  # Just use the filtered data without date range for other visualizations
+    filtered_data_time = filtered_data
+
+# Filter data based on selected housing block (only for Complaints by Housing Block visualization)
+if viz_type == "Complaints by Housing Block and Type" and selected_block != 'All Blocks':
+    filtered_data_time = filtered_data_time[filtered_data_time['Housing Block'] == selected_block]
 
 # Header for selected year
 st.header(f"Analysis for {'All Time' if selected_year == 'All Time' else selected_year}")