Firstly, Baba came to Nepal along with his grandfather, at the time of Kot Parba (at the time of Massacre, in which several innocent civil servants and politicians were killed). He returned immediately after visiting Pashupatinath Temple.
Secondly, he came to Nepal from the eastern side of Nepal. He stayed in the Pashupatinath area and adjoining places like Gokarana, Kiranteshwar, Godawari etc. He stayed few years in Shivapuri Hill, which lies in the northern side of Katmandu. After his stay in Shivapuri Hill, the then 'Govindananda Bharati' was called in Nepal and the world as The Shivapuri Baba.
He passed about 37 years in Nepal.He left this planet earth on January 28, 1963 at his forest retreat (Kuti) in Dhruvasthali near the temple of Lord Pashupatinath,took a drop of water and said 'gaya'(I am going) at the time of his death.
"God can never be explained but can be experienced."
-Shri Shivapuri Baba