Elain
I have a street map of Derby. Crown Street certainly still exists.
If you go on Find my past's 1901 census. They have a 'who lived in your house' section. Just type 17, Crown Street, Derby, Derbyshire, and Crown Street will come up. Just been on the site myself, but unfortunately they charge 75 credits to view them.
Just a suggestion.
Molly