Bordeaux

Smart city ranking
78 Out of 141
68 out of 118 in 2021
CCC CCC in 2021
Factor ratings
CCC Structures
CC Technologies
Group
3
All ratings range from AAA to D
City
Population
3,511,921
(Eurostat)
HDI
0.9
Country 2018 2019 2020 2021 1 yr change
HDI 0.891 0.901 0.898 0.903 +0.005
Life expectancy at birth 82.5 82.7 82.2 82.5 +0.3
Expected years of schooling 15.5 15.6 15.8 15.8 0.0
Mean years of schooling 11.4 11.5 11.6 11.6 0.0
GNI per capita (PPP $) 40,511 47,173 67,736 76,169 +8,433

From a list of 15 indicators, survey respondents were asked to select 5 that they perceived as the most urgent for their city. This is the total bar. The higher the percentage of responses per area, the greater the priority for the city.

The left-hand, dark blue section of each bar shows the Alignment, i.e. the proportion of those respondents who also answered the survey on the corresponding area by giving it low priority. A strong Alignment (i.e. consistency across both areas explained) means that these areas may benefit from close observation.

% of respondents who chose the Priority Area
0%
20%
40%
60%
80% 100%
affordable housing
70.3%
road congestion
62.9%
security
53.0%
air pollution
42.6%
unemployment
32.7%
health services
27.3%
public transport
22.5%
recycling
22.3%
basic amenities
20.0%
fulfilling employment
19.6%
corruption
18.1%
green spaces
16.1%
school education
13.3%
social mobility
12.6%
citizen engagement
10.9%
% of respondents who agree or strongly agree with the statement
0%
20%
40%
60%
80%100%
You are willing to concede personal data in order to improve traffic congestion
58.4%
You are comfortable with face recognition technologies to lower crime
69.6%
You feel the availability of online information has increased your trust in authorities
55.4%
The proportion of your day-to-day payment transactions that are non-cash (% of transactions)
69.2%
Legend
City
Group Mean
Health & Safety
Score
0
20
40
60
80100
Basic sanitation meets the needs of the poorest areas
57.3
Recycling services are satisfactory
64.5
Public safety is not a problem
43.8
Air pollution is not a problem
31.1
Medical services provision is satisfactory
63.0
Finding housing with rent equal to 30% or less of a monthly salary is not a problem
22.7
Mobility
Score
0
20
40
60
80100
Traffic congestion is not a problem
22.6
Public transport is satisfactory
61.9
Opportunities (Work & School)
Score
0
20
40
60
80100
Employment finding services are readily available
64.1
Most children have access to a good school
70.8
Lifelong learning opportunities are provided by local institutions
64.0
Businesses are creating new jobs
60.5
Minorities feel welcome
59.4
Activities
Score
0
20
40
60
80100
Green spaces are satisfactory
79.9
Cultural activities (shows, bars, and museums) are satisfactory
85.0
Governance
Score
0
20
40
60
80100
Information on local government decisions are easily accessible
61.9
Corruption of city officials is not an issue of concern
47.5
Residents contribute to decision making of local government
45.6
Residents provide feedback on local government projects
51.8
Legend
Min
City
Mean
Max
Health & Safety
Score
0
20
40
60
80100
Online reporting of city maintenance problems provides a speedy solution
46.2
A website or App allows residents to easily give away unwanted items
57.4
Free public wifi has improved access to city services
56.5
CCTV cameras has made residents feel safer
53.2
A website or App allows residents to effectively monitor air pollution
47.9
Arranging medical appointments online has improved access
70.7
Mobility
Score
0
20
40
60
80100
Car-sharing Apps have reduced congestion
40.4
Apps that direct you to an available parking space have reduced journey time
46.1
Bicycle hiring has reduced congestion
55.3
Online scheduling and ticket sales has made public transport easier to use
69.4
The city provides information on traffic congestion through mobile phones
59.1
Opportunities (Work & School)
Score
0
20
40
60
80100
Online access to job listings has made it easier to find work
60.6
IT skills are taught well in schools
59.8
Online services provided by the city has made it easier to start a new business
52.7
The current internet speed and reliability meet connectivity needs
72.5
Activities
Score
0
20
40
60
80100
Online purchasing of tickets to shows and museums has made it easier to attend
76.0
Governance
Score
0
20
40
60
80100
Online public access to city finances has reduced corruption
43.4
Online voting has increased participation
46.4
An online platform where residents can propose ideas has improved city life
49.6
Processing Identification Documents online has reduced waiting times
53.8
Legend
Min
City
Mean
Max

Background Information

City
Population
3,511,921
(Eurostat)
HDI
0.9
Country 2018 2019 2020 2021 1 yr change
HDI 0.891 0.901 0.898 0.903 +0.005
Life expectancy at birth 82.5 82.7 82.2 82.5 +0.3
Expected years of schooling 15.5 15.6 15.8 15.8 0.0
Mean years of schooling 11.4 11.5 11.6 11.6 0.0
GNI per capita (PPP $) 40,511 47,173 67,736 76,169 +8,433

Priority Areas

From a list of 15 indicators, survey respondents were asked to select 5 that they perceived as the most urgent for their city. This is the total bar. The higher the percentage of responses per area, the greater the priority for the city.

The left-hand, dark blue section of each bar shows the Alignment, i.e. the proportion of those respondents who also answered the survey on the corresponding area by giving it low priority. A strong Alignment (i.e. consistency across both areas explained) means that these areas may benefit from close observation.

% of respondents who chose the Priority Area
0%
20%
40%
60%
80% 100%
affordable housing
70.3%
road congestion
62.9%
security
53.0%
air pollution
42.6%
unemployment
32.7%
health services
27.3%
public transport
22.5%
recycling
22.3%
basic amenities
20.0%
fulfilling employment
19.6%
corruption
18.1%
green spaces
16.1%
school education
13.3%
social mobility
12.6%
citizen engagement
10.9%

Attitudes

% of respondents who agree or strongly agree with the statement
0%
20%
40%
60%
80%100%
You are willing to concede personal data in order to improve traffic congestion
58.4%
You are comfortable with face recognition technologies to lower crime
69.6%
You feel the availability of online information has increased your trust in authorities
55.4%
The proportion of your day-to-day payment transactions that are non-cash (% of transactions)
69.2%
Legend
City
Group Mean

Structures

Health & Safety
Score
0
20
40
60
80100
Basic sanitation meets the needs of the poorest areas
57.3
Recycling services are satisfactory
64.5
Public safety is not a problem
43.8
Air pollution is not a problem
31.1
Medical services provision is satisfactory
63.0
Finding housing with rent equal to 30% or less of a monthly salary is not a problem
22.7
Mobility
Score
0
20
40
60
80100
Traffic congestion is not a problem
22.6
Public transport is satisfactory
61.9
Opportunities (Work & School)
Score
0
20
40
60
80100
Employment finding services are readily available
64.1
Most children have access to a good school
70.8
Lifelong learning opportunities are provided by local institutions
64.0
Businesses are creating new jobs
60.5
Minorities feel welcome
59.4
Activities
Score
0
20
40
60
80100
Green spaces are satisfactory
79.9
Cultural activities (shows, bars, and museums) are satisfactory
85.0
Governance
Score
0
20
40
60
80100
Information on local government decisions are easily accessible
61.9
Corruption of city officials is not an issue of concern
47.5
Residents contribute to decision making of local government
45.6
Residents provide feedback on local government projects
51.8
Legend
Min
City
Mean
Max

Technologies

Health & Safety
Score
0
20
40
60
80100
Online reporting of city maintenance problems provides a speedy solution
46.2
A website or App allows residents to easily give away unwanted items
57.4
Free public wifi has improved access to city services
56.5
CCTV cameras has made residents feel safer
53.2
A website or App allows residents to effectively monitor air pollution
47.9
Arranging medical appointments online has improved access
70.7
Mobility
Score
0
20
40
60
80100
Car-sharing Apps have reduced congestion
40.4
Apps that direct you to an available parking space have reduced journey time
46.1
Bicycle hiring has reduced congestion
55.3
Online scheduling and ticket sales has made public transport easier to use
69.4
The city provides information on traffic congestion through mobile phones
59.1
Opportunities (Work & School)
Score
0
20
40
60
80100
Online access to job listings has made it easier to find work
60.6
IT skills are taught well in schools
59.8
Online services provided by the city has made it easier to start a new business
52.7
The current internet speed and reliability meet connectivity needs
72.5
Activities
Score
0
20
40
60
80100
Online purchasing of tickets to shows and museums has made it easier to attend
76.0
Governance
Score
0
20
40
60
80100
Online public access to city finances has reduced corruption
43.4
Online voting has increased participation
46.4
An online platform where residents can propose ideas has improved city life
49.6
Processing Identification Documents online has reduced waiting times
53.8
Legend
Min
City
Mean
Max