def apply_filters(df, alert_filter, cam_filter, location_filter): filtered_df = df[df["AlertLevel"].isin(alert_filter)] if cam_filter != "All": filtered_df = filtered_df[filtered_df["CameraStatus"] == cam_filter] if location_filter: filtered_df = filtered_df[filtered_df["Location"].isin(location_filter)] return filtered_df