The great temptation of Big Data is that we can stop worrying about comprehension and focus on preventive action instead. Instead of wasting precious public resources on understanding the ‘why’ – i.e., exploring the reasons as to why terrorists become terrorists – one can focus on predicting the ‘when’ so that a timely intervention could be made.