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When providing directions to a place, web and mobile mapping services are all able to suggest the shortest route. The goal of this work is to automatically suggest routes that are not only short but also emotionally pleasant. To quantify the extent to which urban locations are pleasant, we use data from a crowd-sourcing platform that shows two street scenes in London (out of hundreds), and a user votes on which one looks more beautiful, quiet, and happy. We consider votes from more than 3.3Kdoi:10.1145/2631775.2631799 dblp:conf/ht/QuerciaSA14 fatcat:qa34c4j7rzhjxggnq57nfqgrjm