A tornado is caused by storm activity. The skies in the video were blue. This is a dust devil--a much lower velocity disturbance caused by hot updrafts.
http://en.wikipedia.org/wiki/Dust_devil
Note that dust devils aren't automatically harmless--according to that Wikipedia article, an intense dust devil can be the speed of an F0 tornado, and can do damage commensurate with that.