Does this just apply to people with indefinite leave to remain rather than someone on a spouse visa?
It applies to anyone on a visa possibly with exception to someone on a visa lasting under 6 months, I didn't investigate short term visas.
So, on a spouse visa, you are eligible to vote.
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