Yup...That's Butterfly Weed.
We love wildflowers and that's one I have dug up and and replanted because it's so pretty. I have a permanent patch of them in my yard. We like them that much.
If you want to do the same...They have a tuber. When digging, try to get the whole tuber. They replant easily and are fairly drought resistant, (once established).
