Heroes of Pymoli

The project: After a lot of hard work in the data munging mines, you’ve landed a job as Lead Analyst for an independent gaming company. You’ve been assigned the task of analyzing the data for their most recent fantasy game Heroes of Pymoli. Like many others in its genre, the game is free-to-play, but players are encouraged to purchase optional items that enhance their playing experience.

Using the Pandas Python library inside a Jupyter Notebook, a report yielding the following is generated in order to produce meaningful insights:

Player counts and purchasing analysis of their totals

Purchase analysis of unique items

Gender demographics

Age demographics

Top spenders

Most popular items

Most profitable items

Results are displayed in corresponding Data Frames as well as a list of business insights extracted from the data.