Anyone who has worked in Japan for six months and made insurance payments is eligible for benefits. It is run by the Ministry of Health, Labor, and Welfare, but to access it you must apply through an organization called [Hello Work].
Unemployment Benefits (Shitsugyo hoken) 【Hello Work】 in Japan.
