For the second part of this activity, imagine you are a consultant for a company that has developed a fitness$-$tracking mobile app. The company would like to add paid features to its offering and requires an analysis of its users$$ behaviour to determine what features may appeal to different groups of users. The aim of this analysis is to determine separate modes of running behaviour based on the variables listed in Table $2.$ This data was also artificially generated.