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in-game_purchase_analysis's Introduction

Heroes of Pymoli is an analysis of sales data of in-game purchases within the free-to-play game Heroes of Pymoli.

  • Purchasing Analysis includes the total number of items available for purchase, the average purchase prices of said items, the total number of purchases, and the total revenue accumulation of items purchased.
  • Gender Demographics breaks down the counts of Male and Female players, and accounts for unknowns.
  • Purchasing Analysis by Gender includes a breakdown of the following values by gender: the purchase count, average purchase price, total purchase value, and Average Purchase total per person that accounts for unique users.
  • Age Demographics calculates the total numbers and percentages of users by age group.
  • Purchasing Analysis by Age breaks down the players ages into unique bins for ranges of ages in order to analyze purchase count, average purchase price, total purchase value, and average total per person by Age Group.
  • Top Spenders identifies the Top 5 spenders in the game by Total Purchase value.
  • Most Popular Items identifies the 5 most popular items by purchase count.
  • Most Profitable Items identifies the 5 most profitable items by total purchase value.

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