Conclusion

Key points that can be highlighted in the conclusion based on the analysis done:

• The Family category has the highest number of apps followed by Games and Tools categories. This indicates that the majority of the apps on the Google Play Store are targeted toward families and entertainment.

• The Sports category has the highest average rating followed by Events and Education categories. This indicates that users tend to rate sports apps higher than other categories.

• The Communication and Social categories have the highest number of installs, which is not surprising given the increasing importance of social media and messaging apps in today's world.

• The median value of reviews for all categories is around 2%, indicating that the vast majority of apps have a relatively low number of reviews.

• There are a few categories, such as Events and Libraries & Demo, that have a negative correlation between the number of reviews and the average rating. This indicates that users tend to rate these types of apps lower despite having a relatively low number of reviews.

• There is a strong positive correlation between the number of installs and the number of reviews, which indicates that popular apps tend to have a larger number of reviews. This also suggests that users are more likely to leave a review for apps that they have installed and use frequently.

• Among all the applications 92.3% of them are free, which says that people are more inclined to free applications, also the app creators are targeting to provide the service for no cost.

• Among the paid apps, the family category has the highest ratio of free apps as compared to others and the lifestyle category has the highest paid app with a max of 400 usd.

Overall, the analysis provides valuable insights into the distribution and performance of apps across different categories on the Google Play Store. These insights can be useful for app developers, marketers, and users who are interested in understanding the trends and patterns in the app ecosystem.