The reason for the Underground Railroad was to create a secret network that helped slaves escape to the Northern States. This network was formed by abolitionists and sympathetic individuals who provided shelter, food, and guidance to runaway slaves, assisting them in their journey to freedom. The Underground Railroad played a crucial role in the abolitionist movement, providing a lifeline for countless enslaved individuals seeking liberation from the oppressive system of slavery.