Original: While Diwali is popularly known as the "festival of lights", the most significant spiritual meaning is "the awareness of the inner light".
Simplified: During this festival, people worship Ganesha, the elephant-headed representation of God and Lakshmi, goddess of light, wisdom and fortune.