She was educated at the lady's academy of Mount Allison Wesleyan Academy, receiving a liberal arts degree in 1869. She attended the normal school in Truro and taught school for five years in Dartmouth to finance her further studies. Angwin received a MD from the Woman’s Medical College in New York state in 1882.