Can you buy sunflowers in February?

If you are referring to bouquet sunflowers, yes; you can usually get any type of flower at any time of the year, though they may be more expensive out of season. For growing yourself, most stores don't carry seeds during the wintertime (unless you live in the Southern Hemisphere, where February is summertime). However, you can usually still purchase them online.