App Store Games Analysis

This project is about analyzing the App Store Data, doing an extensive focus on Games Analysis.

Data belongs to the FP20 August 2024 Challenge Dataset.

The following report allows end users to easily find answers to the following questions:

1. What are the 5 most popular games from 2008 to 2019 yearly?

For all years are Clash of Clans, Clash Royale, PUBG Mobile, Boom Beach & Idle Miner Tycoon: Cash Empire. It also can be filtered by year.

2. What game developer had the highest average game rating?

Magma Mobile.

3. Who are the 3 game developers to have the most income from their app store games from 2008 to 2019?

Between 2008 to 2019 are Ninja Kiwi, Ironhide & Ndemic Creations.

4. What is the average rating and price trend for the games from 2008 to 2019?

Average price was higher at 2008 and has been lowered year by year & Ratings happens the opposite.

5. Which is the most popular language for the games in the App Store from 2008 to 2019?

English, followed by Arabic & Chinese.

6. What are the 3 games to have the most user rating count from 2016 to 2019?

Clash Royale, PUBG Mobile & Idle Miner Tycoon: Cash Empire.

7. What are the most popular game genres every 3 years since 2008?

Games, Strategy, Entertainment & Action.

8. For the new developers to start the App Store, what is the price recommendation for them?

Top recomendation would be a 4,99$ price as it's the group that generates most income.

9. For the new developers to start the App Store, what is the genre recommendation for them?

Top recomendation would be a Games, Strategy, Action or Entertainment as these are the game genres that generates most income.

10. Can we find any correlation between genre, game size and price?

There exist some correlation with the ones included in Genre Games, Free & above 136 GB.