Andrews was a good and unusual botanical artist. He was not only an artist, but also engraver, colorist, and publisher in a time when most artists were only employed to make small drawings. The "Botanist's Repository" was his first publication. It was issued in London in a series of ten volumes between 1797 and 1812. It provided affordable images of plants to the growing population of amateur gardeners in Britain.