The Home Office collects recorded crime data for shoplifting from all police forces in England and Wales. These data are published at country, police force area (PFA), and community service partnership (CSP) level.
For the latest year to December 2017, police recorded crime for shoplifting in the most relevant areas were:
Gwent PFA: 3,994
Torfaen CSP: 692