Drain yogurt through a cheesecloth overnight in refrigerator.
In a pot, boil water and sugar until sugar is melted; cool. Mix cooled sugar with yogurt. Mix in lime juice.
Pour in an ice cream machine and freeze according to manufacturer's instructions.
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