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Gloucestershire Fire and Rescue Service attended 781 primary fires in its latest reporting year, compared with 3,118 at West Yorkshire Fire and Rescue Service. Fatalities and non-fatal casualties from primary fires totalled 130 for Gloucestershire and 336 for West Yorkshire.

Average time from call to first appliance at a dwelling fire is 10:19 in Gloucestershire and 8:42 in West Yorkshire. Response times differ by several minutes, often reflecting geography — larger rural coverage areas mean longer average travel to incidents. On enforcement activity, West Yorkshire carried out the larger number of fire safety audits over the year (2,782 vs 1,652). Satisfactory-outcome rates were 64% for Gloucestershire and 54% for West Yorkshire, covering audits that closed without requiring informal action, formal notice, or prohibition. False alarms make up a notably larger share of call-outs in West Yorkshire (39% vs 34%).