Lavender essential oil is known for its calming, and almost sleep-inducing effects. It’s considered one of the most versatile essential oils. Lavender oil comes from lavender flowers through the process of steam distillation. These flowers are tiny and come in a range of purple shades, from light lilac to deep purple. The oil is extremely popular and is used in aromatherapy.