Panda challenge 1

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.
Your final report should include each of the following:
Player Count

Total Number of Players

Don't use plagiarized sources. Get Your Custom Essay on
Panda challenge 1
Just from $13/Page
Order Essay

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 (Gender)

The below each broken by gender

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

Age Demographics

The below each broken into bins of 4 years (i.e. <10, 10-14, 15-19, etc.) Purchase Count Average Purchase Price Total Purchase Value Average Purchase Total per Person by Age Group Top Spenders Identify the the top 5 spenders in the game by total purchase value, then list (in a table): SN Purchase Count Average Purchase Price Total Purchase Value Most Popular Items Identify the 5 most popular items by purchase count, then list (in a table): Item ID Item Name Purchase Count Item Price Total Purchase Value Most Profitable Items Identify the 5 most profitable items by total purchase value, then list (in a table): Item ID Item Name Purchase Count Item Price Total Purchase Value As final considerations: You must use the Pandas Library and the Jupyter Notebook. You must submit a link to your Jupyter Notebook with the viewable Data Frames. You must include a written description of three observable trends based on the data. See Example Solution for a reference on expected format(attachment).

Calculator

Calculate the price of your paper

Total price:$26
Our features

We've got everything to become your favourite writing service

Need a better grade?
We've got you covered.

Order your paper
Live Chat+1(978) 822-0999EmailWhatsApp

Order your essay today and save 20% with the discount code GOLDEN