More than 20,000 people in the East of England are homeless, according to the charity Shelter.
In Luton one in 52 people are classed as homeless, either because they are sleeping rough or living in temporary accommodation.
Harlow, Peterborough and Stevenage also feature prominently.
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Jonathan Wills speaks to Kate Webb, head of policy at Shelter.
Click below for the full interview