The previous record was set by Norway four years ago at the Winter Olympics in Beijing, where it won 16 gold medals.
Johannes Dale-Skjevdal's gold in the biathlon mass start on Friday was the country's 17th gold and 36th medal.
By comparison, Sweden has 16 medals in total, six of which are gold.
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