Bishnupur Rural Municipality is one of the 18 municipalities in Saptari District of Madhesh Province. As per the 2021 census, the rural municipality has a total population of 27,703, comprising 14,099 males (50.9%) and 13,604 females (49.1%), with a literacy rate of 68.43%. Spanning 36.61 square kilometers, Bishnupur Rural Municipality exhibits the population density of 757 people per square kilometer. Administratively, it is divided into 7 wards.
According to the latest publicly available report of the Center for Education and Human Resource Development (CEHRD), Bishnupur has 27 schools. Of these, 9 are private and 17 are public. The breakdown includes 26 pre-schools, 26 basic schools, and 6 secondary schools. Among the secondary schools, 3 offer +2 programs.
Some of the popular schools within the region include Janata Secondary School Khurhuriya, Ja Secondary School Kankatta, Rudra Narayan Secondary School, Shree Janata Secondary School Itahari Bishnupur Hatti, and Shree Janta Secondary School.