It has an average elevation of 347 metres (1,138 ft).

It is situated in the fertile plains of the Narmada River valley in Madhya Pradesh.

[2] In 2011, Bagaspur had a population of 7,129, of which 3,807 were male and 3,322 were female.

Bagaspur had 915 children aged 0–6, which was 12.83% of the population.

Passenger, MEMU, Express and Superfast trains halt here.