Key Indicators
Income Group Low income
Regional Group Africa
Population (Total) 20,250,834
GDP per capita, PPP (current international $) 2,348

Performance Overview

ISO3

MLI

Country

Mali

Score

30.02

Rank

121

Technology

27.91

People

17.74

Governance

35.75

Impact

38.71

Pillar: Technology 27.91
SCORERANK

Access

41.46 122

1. Mobile tariffs

23.98122

2. Handset prices

28.30120

3. FTTH/building Internet subscriptions

15.7379

4. Population covered by at least a 3G mobile network

86.00122

5. International Internet bandwidth

53.28122

6. Internet access in schools

n/an/a

Content

24.87 103

1. GitHub commits

0.05129

2. Internet domain registrations

5.0059

3. Mobile apps development

62.71101

4. AI scientific publications

31.7079

Future technologies

17.39 119

1. Adoption of emerging technologies

16.80119

2. Investment in emerging technologies

33.2589

3. Robot density

n/an/a

4. Computer software spending

2.13112
Pillar: People 17.74
SCORERANK

Individuals

8.39 129

1. Active Mobile Broadband Subscriptions Count

0.17117

2. ICT skills in the education system

21.60115

3. Use of virtual social networks

6.72119

4. Tertiary enrollment

2.57121

5. Adult literacy rate

10.88105

6. AI talent concentration

n/an/a

Businesses

28.96 108

1. Firms with website

37.7883

2. GERD financed by business enterprise

0.9797

3. Knowledge intensive employment

2.03127

4. Annual investment in telecommunication services

75.0875

5. GERD performed by business enterprise

n/an/a

Governments

15.86 128

1. Government online services

32.73121

2. Publication and use of open data

1.47103

3. Government promotion of investment in emerging tech

16.46113

4. R&D expenditure by governments and higher education

12.7885
Pillar: Governance 35.75
SCORERANK

Trust

13.95 129

1. Secure internet servers

19.13124

2. Cybersecurity

8.56126

3. Online access to financial account

24.2370

4. Internet shopping

3.90103

Regulation

51.12 108

1. Regulatory quality

24.80104

2. ICT regulatory environment

75.2982

3. Regulation of emerging technologies

24.4795

4. E-commerce legislation

66.6787

5. Privacy protection by law content

64.3966

Inclusion

42.16 112

1. E-Participation

29.63122

2. Socioeconomic gap in use of digital payments

63.4777

3. Availability of local online content

29.57112

4. Gender gap in Internet use

n/an/a

5. Rural gap in uses of digital payments

45.9795
Pillar: Impact 38.71
SCORERANK

Economy

24.45 94

1. High-tech and medium-high-tech manufacturing

n/an/a

2. High-tech exports

4.90100

3. PCT patent applications

0.7989

4. Domestic market size

37.98102

5. Prevalence of gig economy

31.1090

6. ICT services exports

47.4623

Quality of life

46.83 114

1. Happiness

34.45113

2. Freedom to make life choices

50.50111

3. Income inequality

67.5962

4. Healthy life expectancy at birth

34.79119

SDG Contribution

44.84 118

1. SDG 3: Good Health and Well-Being

21.85123

2. SDG 4: Quality Education

n/an/a

3. SDG 5: Women's economic opportunity

44.74117

4. SDG 7: Affordable and Clean Energy

72.6887

4. SDDG 11: Sustainable Cities and Communities

40.08109

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