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PLAY-STORE-REVIEW-ANALYSIS

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Play Store place a greater level of importance on ratings and reviews than ever before. Apps with higher ratings and reviews rank high in search. If an app ranks high then there's a better chance of it being found and downloaded. The more downloads the more it will be kept high in the rankings.

Problem Statement

Our Taks in Project that find the altleast 5 questions from the data and answers those Questions. I listed all Five Question Below :

  1. Find out the app category which application has been installed maximum number of times.
  2. What are the factors affecting the maximum downloads?
  3. Exploring the top 5 highest rated free and paid apps.
  4. Exploring the average rating for each category.
  5. Understanding the sentiment polarity of the users.

Top Installed Apps By Category

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Now Lets talk about the Category and No. of apps Installation. I am Fetching the insights that from Which Category Maximum No. of apps Instalation happend. See Graph for Better Understanding. 3edaCapture As you can see that, GAME category apps has been installed maximum number of time.

Free Vs Paid Apps

92% of apps Over play store are free to download and rest are paid. Lets have a look. 4edaCapture

Conclusion

Results we got as per our analysis :

  1. Game category has the most number of downloads and ratings, and Event category has the maximum number of average rating.
  2. The size and free/paid apps category affected the maximum number of downloads.
  3. Users prefer to pay for apps that are light-weighted. As app size get larger conversion rate decreases.

About

Code of Play Store Review Analysis Project, and I gained some valuable insights from the play store dataset.

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