Dandelions, being bright yellow and resistant to mowing, became a visible enemy to the lawn industry, and the campaign worked. By the 1970s, "dandelion-free" was synonymous with "well-kept."
If you hate dandelions, it's most likely due to a marketing campaign that ran before you were born.