Google Play Store serves as the official app store for certified devices running on the Android operating system, allowing users to browse and download applications developed with the Android software development kit (SDK) and published through Google.The Google Play store has over 100 billion app downloads and reached over 3.5 million apps published in 2017.
Using Statistical Analysis on Play store app details and their reviews, actionable insights can be drawn for developers to work on and capture the Android market.
The goal of this project is to use techniques of statistical analysis to get beneficial insights and the strategy behind app-making businesses to success. i.e we will work on all possible patterns and corelations to find the trends from avaiable app details and their reviews.
- googleplaystore.csv and googleplaystore_user_reviews.csv is collcted from kaggle Play store dataset by Lavanya Gupta.
Figure1 shows the rating distribution of all apps in play store. As we can see between 4.5 to 4.0 is the most densed area where lion's share of apps lies. Average of rating of application in store is around 4 which is very high.
Figure3 shows through histogram that which age group has most number of COVID-19 cases. As we can see aapeople between 20-40 has contracted the disease most.
Figure4 indicate that state with the darkest color i.e Maharashtra and other southern states has had chunk number of confirmed cases.
Figure5, we can see that now Kerala, floowed by maharashtra has most number of active cases.