v1.0.0-streetception

Streetception

How safe or attractive do different people perceive streets to be and why?

In this repository we share the code we collected and analysed for the paper "Is it safe to be attractive? Disentangling the influence of streetscape features on the perceived safety and attractiveness of city streets" (https://doi.org/10.5194/agile-giss-4-8-2023).

The data contain ratings of perceived safety and attractiveness (1-5) coming from 403 participants who were asked to virtually navigate city streets in Frankfurt, Germany, through a sequence of street-level images. Moreover it contains their explanations of the ratings (in their own words).

In total we have collected data for 753 locations. In particular:

7989 rating pairs of perceived safety and attractiveness
19114 keywords used to explain the safety ratings
18232 keywords used to explain the attractiveness ratings
The Paper
The paper can be found here: https://doi.org/10.5194/agile-giss-4-8-2023

Crowdsourcing Tool
The crowdsourcing tool can be found here https://github.com/shahinsharifi/subjectivity

Data
A DOI to the data can be found here: https://doi.org/10.5281/zenodo.7712811