Access store data via Analytics API

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My team would like to store conversion information (total_visitors, sessions, etc) in-house. I am working on a script, that pulls the according data and allows us to save it in our data warehouse - Meaning I would like to make a simple API call but it seems that in order to access the Analytics API I have to sign up for the Shopify Partners Programm, create a new app, create a new store in order to test this app, install this app on the store etc. - there has to be an easier way to do this? Is it possible to just create a private app and embed it? Thanks.