Quick answer: Filipino citizens in the UAE can apply for a Canada visitor visa online through IRCC, usually followed by biometrics at a visa application centre.
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The Canadian embassy is in Abu Dhabi, not Dubai. See how to apply online, where the VFS Canada centres are in Dubai and Abu Dhabi, and how biometrics work.
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Quick answer: Indian citizens need a Canada visitor visa (temporary resident visa); India is not on the eTA list.
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Quick answer: Pakistani citizens living in the UAE apply for a Canada visitor visa (TRV) online through the same IRCC portal used worldwide, there is no separate "UAE route" or Dubai specific...
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