Collect info from Play Store (Android) and App Store (Apple)

Hello, I am running this side project which consists in capturing data from App Store and Play Store to analyze it. What I need in the first place is basically a way of having big sets of data from these two sources containing info such as name of the app, release date, # of downloads, rating, comments, category and etc. I know there is already an API ready for that to be used in App Store but I am not sure if there is anything similar in Play Store (needs to be checked). I need a solution which is friendly and I can update the databases whenever needed by myself ( I am not a developer, so it has to be no code haha). I am not sure what skills are needed to build this solution.