Today I noticed all of my Flatpak packages are installed as system on root, I don't know why and I don't know if it's the default behavior or not. But, I was able to free up 17GB on root partition by reinstalling those packages as my user into my home partition.
I also noticed that some of my Snap packages are installed in root, I suppose most of them are installed by Ubuntu.