According to Nielsen Reports 2 out of 3 Americans who acquired a new mobile phone in the last three months chose a smartphone instead of a feature phone . This datum magnifies the need to understand the usage trends of consumers in order to provide them with better coverage and QoE in order to make sure they do not churn.