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Virtual neighbourhood audits enable the use of this information to describe urban landscapes and their implications for people. However, most publications exploring these possibilities rely on highly specialized programming skills not yet generalized among social researchers. In this study, we make use of panoramic street-level imagery to assess five municipalities and the territorial and spatial inequalities that shape them. It adds to the literature by proposing a mixed method approach that accounts for urban landscape multi-thematic dimensionality, combining a non-computational data extraction procedure with a multivariate analysis that researchers with low programming expertise can replicate. Observational data not only captured the differences between territories as previously known but also provided new insights into territorial inequalities, offering considerations for potential urban management priorities. Illustrating alternative ways to use open visual data enhances the possibility of insight and understanding of urban landscapes, identifying promising areas for multidisciplinary partnerships.<\/jats:p>","DOI":"10.1007\/s11135-025-02124-8","type":"journal-article","created":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T17:59:01Z","timestamp":1743875941000},"page":"3683-3702","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring street visual audits to make sense of unequal urban landscapes"],"prefix":"10.1007","volume":"59","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4365-2255","authenticated-orcid":false,"given":"D.","family":"Craveiro","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2871-5898","authenticated-orcid":false,"given":"Sara Franco","family":"da Silva","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9539-5647","authenticated-orcid":false,"given":"R.","family":"Mauritti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0337-6145","authenticated-orcid":false,"given":"N.","family":"Nunes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2161-4912","authenticated-orcid":false,"given":"M. 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