Yes, there are several different shades of purple, ranging from very light lavender shades to much deeper and richer purple colors.
The color purple is made up of red and blue, which means it can be represented on the color wheel by a variety of colors. Depending on the balance of the red and blue colors, you can find a vast range of purples from light lavender colors to a deeper and richer purple tones.
The Munsell color system is used to help match and define colors, including the colors of purple. In this system, the colors range from palest shades to deepest shades and are named accordingly - for example 'Light Purple', 'Royal Purple' and 'Violet'.
You will also find variations of purple based on the tones – for example, rose colors are warmer and more vibrant, mauve colors are more neutral and pale-colored, and plum colors are darker, darker and richer.
For more information on colors and how to use them when designing and decorating, you can check out websites such as https://www.thespruce.com/which-shades-of-purple-should-you-choose-2131776 which provide detailed descriptions of colors, as well as helpful diagrams to help you visualize them.