Visual analysis of Traffic light data

In order to reveal the hacking of traffic light system, identify the abnormal traffic light patterns in the collected data.Cleaning the dataset and Visualizing the plots to reveal the errors in input data which is difficult to capture with simple plots only. The plots should also visualize abnormal signal patterns and anomalies that indicates any intrusions.