Source : Webster's Revised Unabridged Dictionary (1913)

Weirdness \Weird"ness\, n.
   The quality or state of being weird.

Source : WordNet®

weirdness
     n : strikingly out of the ordinary [syn: {outlandishness}, {bizarreness}]