[sirdogealot]

I remember clicking through those same pictures a few days back and I was under the impression that I was telling the observers what pictures I thought were more beautiful, not safer.

Did they just re-label the same data here or is this another separate program?

[sp332]

Yup. The data is from here http://streetscore.media.mit.edu/data.html and it's used in all PlacePulse surveys. http://pulse.media.mit.edu/ You can choose which question you want from the big menu at the top.