In the early days, Nairobi has exhibited spatial patterns that reflect divisions based on social class. This urban segregation is evident in terms of spatial and economic deprivation44. Slums, where 60% of urban residents reside, are concentrated in a mere 4% of the total built-up area. In contrast, the central localities, where most of the slums are predominantly occupied by low- and middle-income groups.