Of course - nginx is listening on port 80. I did not know I had to change it manually on all enabled sites to 443. That’s pretty much what I was asking. So, I have to do all the rewrites from http to https and http://www. to https://? Oh… 
I thought the nginx plugin does that automatically. I change the port, restart the server, but I still get “Unable to connect” error.