Hi Sindhu,
Follow the below steps:
1. Add the region field to filter shelf and show the filter.
2. Now add the country as a filter and do the same.
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3. Click on the down arrow of country and select context instead of database.
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4. Now the country only from that region would show up in the filter.
See below for change of filter on another.
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Hope this helps you.