Google Play Store Apps

Hi there!
In this notebook, I will explain the analysis of Google Play Store Apps

Google Play Store

This is the most popular platform wich has millons of different applications

Get started

Explore original dataset

There you can see dataset is not clean

Dataset’s statistical describtion

Data Cleaning

1. Remove the duplicatres
2. Clean the Size column
3. Clean the Reviews column
4. Clean the Price column
5. Clean the Installs column
6. Clean the Content Rating column
7. Drop the unnecessary columns

The cleaned dataset

Time to analize

After cleaning the dataset, i will move on analysis part

Let’s see the correlation between some columns

Let’s see relationship between Rating, Reviews and Installs

There you can see the most category of applications

• The most quantity category is “Family”

The most popular paid apps of Family category

• It’s “Minecraft”

There is the distribution of the ratings

• Average app Rating — 4.1
• Highest app Rating — 4.4

• Highest app Category — “Events”

The distribution of “Reviews”

• Average app Reviews — 473092.8
• Most apps have less than 20 million Reviews

• Highest reviewed apps Category: “Video Players” and “Photography”

Let’s see the destribution of Installs

• Average app installs — 16500606.04
• Most apps Installed less than 20 millon

• Highest Installed apps by Category: “Communication”

The most popular genres according to the number of installations from paid family

These are:

1. Strategy Education
2. Communication Creativity
3. Art & Design Pretent Play

There is the relationship between “Popularity” and “Size”

There is a barplot explaning apps popularity by categories

• The most category by popularity: “Social”

Sizes of apps

• The average size of apps: 350 mb
• The most apps’ size: 100 mb

Statistics of apps’ size by categories

• The most apps’ size by categories: “Libraries And Demo”

The correlation of Size, Popularity and Price

Statistics of apps’ price

• The most expensive apps called: “I’m Rich”

• The most expensive apps by categories are: “Finance” and “Medical”

Most expensive apps per category

Statistics of content rating

• The best content rating scores in “Everyone” content

The sorted apps by rating

Conclusion

Google Play Store is most popular market place in the world. It is the number one market place in the world which has a lot applications. My aim from this project was analyzing apps and improve my Data Analysis skills.

If you interested on this project and want to practice with this dataset you can get access to this dataset by this link.