The Bhojpur Village Panchayat was established in 1962 and was renamed Bhojpur Village Development Committee in 1990.

[1][2] On 18 May 2014 the Government of Nepal declared 72 new municipalities within the country.

[3] These included Bhojpur Municipality, incorporating Bhojpur, Bhaisipankha, Bokhim and Taksar VDCs.

At the 1991 Nepal census Bhojpur VDC had a population of 7,446 individuals with 2,070 households.

[4] Now the total population of the Bhojpur (2011 Nepal census) is 7,446 spread over 13.45 square kilometres (5.19 sq mi).