West Yorkshire Police data, made available on Leeds Observatory, shows every robbery offence in Leeds from December 2022 to November 2023 that was not later cancelled.
There were 9,801 crimes of this nature recorded across the city during the 12 month period.
We've broken this down by Middle Super Output Area (MSOA), neighbourhoods which usually include around 2,000-6,000 households.
These are the 17 most shoplifted Leeds neighbhourhoods, listed in descending order. All images are for illustrative purposes and do not represent a specific incident or location.
13. Chapel Allerton Village
Chapel Allerton Village recorded 169 shoplifting crimes between December 2022 and November 2023 | Tony Johnson
14. Swarcliffe
Swarcliffe recorded 167 shoplifting crimes between December 2022 and November 2023 | Tony Johnson

15. Middleton Park, Manor Farm and Sharp Lane
Middleton Park, Manor Farm and Sharp Lane also recorded 167 shoplifting crimes between December 2022 and November 2023 | James Hardisty
16. Kirkstall
Kirkstall recorded 145 shoplifting crimes between December 2022 and November 2023 | National World

17. Belle Isle North
Belle Isle North recorded 144 shoplifting crimes between December 2022 and November 2023 | National World