Update app.py

app.py

@@ -72,6 +72,63 @@ def load_and_clean_data():
 data = load_and_clean_data()
 
 
+# # Sidebar for controls
+# st.sidebar.header("Dashboard Controls")
+
+# # Defining the visualization type (viz_type) selection
+# viz_type = st.sidebar.selectbox("Select Visualization", [
+#     "Complaint Types", "Geographic Distribution", "Complaints by Disposition", "Submission Methods",
+#     "Monthly Trends by Complaint Type", "Complaints Over Time", "Complaints by Housing Block and Type",
+#     "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"
+# ])
+
+# # Removing the year selection when certain visualizations are selected
+# if viz_type not in ["Complaints Over Time", "Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"]:
+#     year_options = ['All Time'] + sorted(data['Year Reported'].unique().tolist())
+#     selected_year = st.sidebar.selectbox("Select Year", options=year_options, key="year_select")
+# else:
+#     selected_year = 'All Time'  # Default to 'All Time' if visualization doesn't require year
+
+# # Date Range Selector for Complaints Over Time (only show when Complaints Over Time is selected)
+# 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="block_select")
+
+# # 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
+
+# # Filtering data based on selected year
+# if selected_year != 'All Time':
+#     filtered_data = data[data['Year Reported'] == selected_year]
+# else:
+#     filtered_data = data  
+
+# # Further filtering by Housing Block
+# if 'selected_block' in locals() and selected_block != 'All Blocks':
+#     filtered_data = filtered_data[filtered_data['Housing Block'] == selected_block]
+
+# # Filtering data based on date range (only for Complaints Over Time visualization)
+# if viz_type == "Complaints Over Time":
+#     filtered_data_time = filtered_data[
+#         (filtered_data['Date Reported'] >= pd.to_datetime(start_date)) & 
+#         (filtered_data['Date Reported'] <= pd.to_datetime(end_date))
+#     ]
+# else:
+#     filtered_data_time = filtered_data
+
+# # Filtering data based on selected housing block (only for Complaints by Housing Block and the updated version)
+# 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 != '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}")
+
 # Sidebar for controls
 st.sidebar.header("Dashboard Controls")
 
@@ -80,9 +137,9 @@ viz_type = st.sidebar.selectbox("Select Visualization", [
     "Complaint Types", "Geographic Distribution", "Complaints by Disposition", "Submission Methods",
     "Monthly Trends by Complaint Type", "Complaints Over Time", "Complaints by Housing Block and Type",
     "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"
-])
+], key="viz_type_select")
 
-# Removing the year selection when certain visualizations are selected
+# Remove the year selection when certain visualizations are selected
 if viz_type not in ["Complaints Over Time", "Complaints by Housing Block and Type", "Complaints by Housing Block and Type (Incorporating Suggestions Based on Professor's Feedback)"]:
     year_options = ['All Time'] + sorted(data['Year Reported'].unique().tolist())
     selected_year = st.sidebar.selectbox("Select Year", options=year_options, key="year_select")
@@ -97,7 +154,11 @@ if viz_type == "Complaints Over Time":
 # 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="block_select")
+    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():
@@ -130,6 +191,7 @@ if viz_type in ["Complaints by Housing Block and Type", "Complaints by Housing B
 st.header(f"Analysis for {'All Time' if selected_year == 'All Time' else selected_year}")
 
 
+
 # Displaying metrics
 col1, col2 = st.columns(2)
 with col1: