Yes, images, especially photos, usually contain EXIF data - GPS coordinates, device type, device name etc etc etc

How-To Geek

What Is EXIF Data, and How Can I Remove It From My Photos?

A photo

I will read this thoroughly. Thank you! Probably should have figured it out myself.

So there’s one setting which I had turned off previously in settings/privacy/location services/camera. Seems that toggles on/off geolocation. I find it hard to believe thats all the EXIF data though.