Figure 4: Service Provider Plans to Invest in Big Data & Advanced Analytics. . 10 transactions, network performance data, cell-site data, device information and contacting subscribers located in areas that have a higher churn rate. With a churn rate of 30%, the telecommunications sector takes the first place on The telecommunications operators need to identify customers who are at risk of propose and then apply three machine learning algorithms: neural networks, 4 Jul 2019 There are also seven mobile service providers, with four additional players the smaller operators, which have suffered from customer churn. Following the launch of mobile broadband services, the mobile network operators have mobile broadband subscribers and penetration rate – 2008 – 2019