This is often repeated, but I think it's a misleading label. Faraday doesn't get nearly enough credit for his theoretical prowess -- probably because he didn't develop his theories mathematically. But I would say his mental model of nature was far more accurate than most of his peers, mathematical or not, and that understanding is what guided him to groundbreaking discovery after groundbreaking discovery. He developed his experiments to confirm his own theoretical predictions, often predictions that no theoretical physicsts were making at the time; for example, the Faraday effect (that magnetism can rotate the polarization of light in a material), Faraday's law (the electromagnetic one), and Faraday's law (the chemical one).