In fact yes it's true you can only see data's from the admin console.
If you wish to see your data's in Google Drive Table and make a report you can, but for that you need to create a connector to your sheet (I already made one). It's exactly the same if you need update or import data's to your datastore. I use this Technic to upload or refresh products on my e-shop GAE app.
In general if I need to see a report, I design a specific web page for that and I protect theme via a login / password. To see a well formatted report you can use jquery library or use Google Charts