1861 Census

There is a Joseph Cadby of Berner Street, Aston in the 1858 Dix Trade Directory.
I looked through all Berner Street in the 1861 Census:
RG9/2182/100-104 - Aston, Erdington District 05
However no obviously entry for Joseph under Cadby or any name that might be mistaken for this.