If the source is Fed SCF then I think it's _supposed_ to include student loans, retirement accounts, real estate, etc.
It might be worth just downloading the data from the Fed yourself and having the coding harness of your choice build whatever data visualization you want:
It might be worth just downloading the data from the Fed yourself and having the coding harness of your choice build whatever data visualization you want:
https://www.federalreserve.gov/econres/scfindex.htm