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The urban theorist Jane Jacobs related the presence of people with street safety, coining the expression "eyes on the street" and connecting it with morphological characteristics of architecture and urban space. However, urban studies have usually focused on people's perceptions of fear and social features rather than establishing a connection between where violence takes place and how the built environment looks like. This paper aims to estimate a potential relationship between street safety and urban morphology in a neighborhood of Quito, Ecuador, called la Mariscal. Crime Data was provided by the competent local government and morphological indicators were taken from a recent study of the neighborhood. Both categories were tested using the Ordinary Least Squares (OLS) econometric model. Results show that five morphological indicators related with the presence of people, non-basic commercial and facility balance, street area, distance to squares and pocket parks, distance to public transport stations, and distance to border vacuums, referring to big urban areas abandoned or with massive single uses, are strongly correlated with the number of robberies. This outcome provides evidence to support that urban planning and design principles may incorporate safety considerations. • The presence of people helps to reduce the number of street robberies. • Morphological urban indicators related to the presence of people are strongly correlated with the number of street robberies. • Jane Jacobs's postulate regarding eyes on the street is still valid. [ABSTRACT FROM AUTHOR]