Exploratory Data Analysis

In this section, we will be referring back to the business problem that we performed some initial analysis on in the first section of this chapter, which is as follows:

The CEO of the game development company you work for has come up with a plan to strengthen the position of the company in the gaming market. From his industry knowledge and other business reports, he knows that a very effective way to attract new customers is to develop a great reputation in the mobile game space. Given this fact, he has the following plan: develop a strategy game for the iOS platform that will get a lot of positive attention, which in turn will bring a large number of new customers to the company. He is sure his plan will work if and only if the game gets great ratings from users. Since he is new in the mobile game space, he asks you for your help to answer the following question: What types of strategy games have great user ratings?

In this section, we will do some...