Pandas-Challenge

Heroes of Pymoli

Intoduction

Heroes of Pymoli is the most recent online game from a gaming company. The task at hand is to analyze the data using Pandas to look for trends and charactieristics amoung the players. Using pandas we will analyze player count, gender makeup and purchasing habits, top spenders and best products.

Technologies

• Python 3.6
• Pandas

General Notes

Repo contains folder whith Jupyter notebook and resources

The Data Analysis will include:

• Player Count
• Purchasing Analysis

  number of unique items average price

• Gender Demographics

  Percentage and Count of Male Players Percentage and Count of Female Players Percentage and Count of Other / Non-Disclosed

• Purchasing Analysis (Gender)

  purchase count avg. purchase price avg. purchase total per person

• Age Demographics

  numbers and percentages of players by age group

• Purchasing Analysis (Age)

  purchase count avg. purchase price avg. purchase total per person

• Top Spenders

  Find the top 5 players who spend the most

• Most Popular Items

  Retrieve the top 5 selling items

• Most Profitable Items

  The 5 most profitable items