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United States
San Francisco
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UMR Index Rank
[i]
#1
Score: 68%
Sustainable Mobility
[i]
Captures the extent to which the city is investing in and driving structural changes in
pursuit of cleaner, healthier, and more risk-conscious mobility systems
#18
(+6)
Score: 59.4%
Public Transit
[i]
Measures cities on public transit density, efficiency, and utilization rate and the extent to
which they can adapt to address competition from emerging mobility services
#24
(-5)
Score: 56.1%
Technology Adoption
#1
Score: 71.8%
| Population | 5.1 million |
| Surface area (km2) | 2,872 |
| Population-density (people/km2) | 1,774 |
| GDP per capita ($) | 134,900 |
Select City
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UMR Index
[i]
Assesses the readiness of cities for future mobility trends across social impact, infrastructure,
market attractiveness, system efficiency and innovation
0/65
(+2)
Score: 70.9%
Sustainable Mobility
[i]
Captures the extent to which the city is investing in and driving structural changes in pursuit of
cleaner, healthier, and more risk-conscious mobility systems
0/65
(-1)
Score: 72.6%
Public Transit
[i]
Measures cities on public transit density, efficiency, and utilization rate and the extent to which
they can adapt to address competition from emerging mobility services
0/65
(-1)
Score: 71.6%
| Population | 1.3 million |
| Surface area (km2) | 515 |
| Population-density (people/km2) | 2,486 |
| GDP per capita ($) | 58,895 |
Urban Mobility Readiness Index, Sustainable Mobility, Public Transit, and Technology Adoption scores
Source: Oliver Wyman Forum and University of California, Berkeley
Dimensions of the Urban Mobility Readiness Index score
Source: Oliver Wyman Forum and University of California, Berkeley
Urban Mobility Readiness Index relative ranking evolution (2020-2024)
Source: Oliver Wyman Forum and University of California, Berkeley
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