/Pandas-Challenge

Primary LanguageJupyter NotebookMIT LicenseMIT

Pandas-Challenge

Heroes of Pymoli

Fantasy

Congratulations! 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. As a first task, the company would like you to generate a report that breaks down the game's purchasing data into meaningful insights.

Three observable trends based on the data.

GenderSummary GenderAnalysis

Making an analysis regarding the gender of the player, we can see that most of the players are Male but it should be noted that Female players are the ones who purchase more items.

AgeDemographics

Regarding the ages of the players, it can be concluded that most of the players have age between 21 and 25 years old and they are also the players who purchase more items.

ProfitableItems

A table was generated with information about the items offered by the game and the item with most purchase is Item: 92-Final Critic with 13 purchase count and $59.99 total purchase value.