Pretty cool seeing something like this happen. I have not come across anything like this in Australia, but if I did I would be a bit worried scrounging around the property of a stranger.
If it was an event or someone I knew and I had some form of invitation (I know the existence of a cache could be an invitation in itself) it would be different, but otherwise yeh.. weird