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Pandas Challenge

Fourth Data Analytics and Visualization boot camp homework

This assigment is about creating a report from data collected from a game called Heroes of Pymoli. The data is the purchases made by the users of the game. From this data a report has been created showing different meaningful insights.

Heroes of Pymoli

The following information will be shown in the report:

Player Count

Total Number of Players

Purchasing Analysis (Total)

  • Number of Unique Items
  • Average Purchase Price
  • Total Number of Purchases
  • Total Revenue

Gender Demographics

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

Purchasing Analysis by Gender

  • Purchase Count
  • Average Purchase Price
  • Total Purchase Value
  • Average Purchase Total per Person by Gender

Age Demographics (Using bins)

  • Purchase Count
  • Average Purchase Price
  • Total Purchase Value
  • Average Purchase Total per Person by Age Group

Top Spenders (top 5)

  • Username (SN)
  • Purchase Count
  • Average Purchase Price
  • Total Purchase Value

Most Popular Items (top 5)

  • Item ID
  • Item Name
  • Purchase Count
  • Item Price
  • Total Purchase Value

Most Profitable Items (top 5)

  • Item ID
  • Item Name
  • Purchase Count
  • Item Price
  • Total Purchase Value