tl;dr: Forward arm and forward leg are on opposite sides, but many old pictures show them on the same side.
"Nobody" is a strong word though. I guess most artists nowadays get it right. At least people in animations/computer games.
Correct pose: http://www.angryanimator.com/tut/pic/002_walkcycle/wlk08.gif