The Index Simulator

This simulator is for advanced users who have an understanding of the indices and have reviewed their country's ranking in those indices. The Index Simulator allows you to imagine how a change in your country's performance in an index KPI would alter its overall ranking, and to select other countries for comparison.

Country description

Angola is a lower middle income country. It has a GDP per capita of around 2.31 Thousand USD (2023) and HDI value of 0.59 (2022)

Index description

The Gov AI readiness index measures national preparedness to harness AI technology for development. The index consists of 3 pillars, that cover 10 dimensions. The scores of these dimensions are calculated based on 33 KPIs.

Results for Angola


2020 2021 2022 2023 Simulator
projection
Rank 169 158 163 159
Score
23.79Value: 23.78920913
22.87Value: 22.8656
24.77Value: 24.76924364
29.14Value: 29.140256054
Value: 29.140256054

Comparison benchmarks
Compare to:
Top 3 in Income Group
Top 3 in Region
Compare to:
Income Group
Region
KPI Information icon 2023 - Angola
Weight Information icon Best Worst Aspirational value Information icon Current Value
plus interface iconVision
Rank 80 / Score 0
AI strategyInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: Argentina 100.00
0%
0Value: 0
plus interface iconGovernance & Ethics
Rank 135 / Score 36.96
Data protection and privacy lawsInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: Albania 100.00
100%
100Value: 100
CybersecurityInformation icon
Initial Value: 1
100.00 1.46
Worst: Equatorial Guinea 1.46
Best: United States 100.00
11.7%
12.99Value: 12.99
Regularity qualityInformation icon
Initial Value: 1
94.20 2.60
Worst: Eritrea 2.60
Best: Singapore 94.20
38.43%
37.8Value: 37.8
Ethical principlesInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: Argentina 100.00
0%
0Value: 0
AccountabilityInformation icon
Initial Value: 1
85.40 11.20
Worst: Turkmenistan 11.20
Best: Norway 85.40
30.73%
34Value: 34
plus interface iconDigital Capacity
Rank 154 / Score 33.03
Online servicesInformation icon
Initial Value: 1
100.00 0.00
Worst: Eritrea 0.00
Best: Estonia 100.00
47.16%
47.16Value: 47.16
Foundational IT infrastructureInformation icon
Initial Value: 1
99.00 5.80
Worst: Eritrea 5.80
Best: Korea, Rep. 99.00
40.56%
43.6Value: 43.6
Government promotion of investment in emerging technologiesInformation icon
Initial Value: 1
100.00 0.05
Worst: Lesotho 0.05
Best: China 100.00
8.27%
8.32Value: 8.32
plus interface iconAdaptability
Rank 185 / Score 20.21
Government EffectivenessInformation icon
Initial Value: 1
92.80 2.20
Worst: South Sudan 2.20
Best: Singapore 92.80
29.8%
29.2Value: 29.2
Government's responsiveness to changeInformation icon
Initial Value: 1
85.22 7.20
Worst: Venezuela 7.20
Best: Singapore 85.22
31.05%
31.42Value: 31.42303228
Procurement DataInformation icon
Initial Value: 1
96.00 0.00
Worst: Angola 0.00
Best: Ukraine 96.00
0%
0Value: 0
plus interface iconMaturity
Rank 156 / Score 10.43
Number of AI Unicorns (log transformation)Information icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: United States 100.00
0%
0Value: 0
Number of non-AI Unicorns (log transformation)Information icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: United States 100.00
0%
0Value: 0
Value of trade in ICT services (per capita) (log transformation)Information icon
Initial Value: 1
100.00 0.00
Worst: Kiribati 0.00
Best: Ireland 100.00
16.07%
16.07Value: 16.06590282
Value of trade in ICT goods (per capita) (log transformation)Information icon
Initial Value: 1
100.00 8.63
Worst: Congo, Democratic Rep. 8.63
Best: Singapore 100.00
17.7%
24.8Value: 24.80160938
Computer software spendingInformation icon
Initial Value: 1
100.00 0.00
Worst: Ethiopia 0.00
Best: United States 100.00
11.3%
11.3Value: 11.3024477
plus interface iconInnovation Capacity
Rank 190 / Score 23.16
Time spent dealing with government regulationsInformation icon
Initial Value: 1
99.90 71.20
Worst: Bhutan 71.20
Best: Tunisia 99.90
75.21%
92.79Value: 92.78571429
VC availabilityInformation icon
Initial Value: 1
100.00 0.00
Worst: Algeria 0.00
Best: Canada 100.00
14.78%
14.78Value: 14.77777778
R&D Spending (log transformation)Information icon
Initial Value: 1
100.00 0.55
Worst: Mauritania 0.55
Best: Israel 100.00
1.18%
1.72Value: 1.718594005
Company investment in emerging technologiesInformation icon
Initial Value: 1
100.00 0.00
Worst: Angola 0.00
Best: United States 100.00
0%
0Value: 0
AI research papers (log transformation)Information icon
Initial Value: 1
100.00 0.00
Worst: Andorra 0.00
Best: China 100.00
6.51%
6.51Value: 6.506957562
plus interface iconHuman Capital
Rank 155 / Score 21.93
Graduates in STEM or computer scienceInformation icon
Initial Value: 1
100.00 1.68
Worst: Marshall Islands 1.68
Best: San Marino 100.00
14.25%
15.69Value: 15.68996561
Github ActivityInformation icon
Initial Value: 1
100.00 0.00
Worst: Andorra 0.00
Best: Singapore 100.00
7.66%
7.66Value: 7.656517799
Female STEM GraduatesInformation icon
Initial Value: 1
100.00 0.00
Worst: Andorra 0.00
Best: Algeria 100.00
76.83%
76.83Value: 76.83168
Quality of Engineering and Technology Higher EdInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: United States 100.00
0%
0Value: 0
Digital skillsInformation icon
Initial Value: 1
100.00 2.66
Worst: Togo 2.66
Best: Saudi Arabia 100.00
6.98%
9.46Value: 9.456077967
plus interface iconInfrastructure
Rank 102 / Score 33.97
Telecommunications infrastructureInformation icon
Initial Value: 1
100.00 0.00
Worst: South Sudan 0.00
Best: Liechtenstein 100.00
20.04%
20.04Value: 20.04
Broadband QualityInformation icon
Initial Value: 1
85.30 18.40
Worst: Congo, Democratic Rep. 18.40
Best: Singapore 85.30
22.42%
33.4Value: 33.4
SupercomputersInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: United States 100.00
0%
0Value: 0
5G InfrastructureInformation icon
Initial Value: 1
100.00 0.00
Worst: Albania 0.00
Best: Afghanistan 100.00
100%
100Value: 100
Adoption of emerging technologiesInformation icon
Initial Value: 1
100.00 0.00
Worst: Lesotho 0.00
Best: Netherlands 100.00
16.41%
16.41Value: 16.41
plus interface iconData Availability
Rank 156 / Score 33.27
Open DataInformation icon
Initial Value: 1
90.00 0.00
Worst: Angola 0.00
Best: Canada 90.00
0%
0Value: 0
Data GovernanceInformation icon
Initial Value: 1
100.00 0.00
Worst: Afghanistan 0.00
Best: Australia 100.00
50%
50Value: 50
Mobile cellular telephone subscriptionsInformation icon
Initial Value: 1
100.00 15.15
Worst: State of Palestine 15.15
Best: Andorra 100.00
43.25%
51.85Value: 51.84615385
Households with internet accessInformation icon
Initial Value: 1
100.00 1.92
Worst: Eritrea 1.92
Best: Bahrain 100.00
7.81%
9.58Value: 9.58
Statistical CapacityInformation icon
Initial Value: 1
90.09 19.62
Worst: Somalia 19.62
Best: Norway 90.09
50.13%
54.95Value: 54.94583333
plus interface iconData Representativeness
Rank 99 / Score 71.86
Cost of cheapest internet-enabled device (% of monthly GDP per capita)Information icon
Initial Value: 1
100.00 0.00
Worst: Chad 0.00
Best: Austria 100.00
54.21%
54.21Value: 54.21
Gender gap in internet accessInformation icon
Initial Value: 1
100.00 72.00
Worst: Cote d'Ivoire 72.00
Best: China 100.00
62.5%
89.5Value: 89.5
Index Global Highlights
Global Details
Global Average
45.08 Value: 45.0814105143125
Developed Economies Average
67.83 67.8303977954167
Developing Economies Average
44.94 44.9390921846883
Highest Ranked Country Country United States
Score
84.8 84.796171272
Global Rank 1
Lowest Ranked Country Country Syrian Arab Republic
Score
18.12 18.12073889
Global Rank 192
Highest Ranked Developed Country Country United States
Score
84.8 84.796171272
Global Rank 1
Lowest Ranked Developed Country Country Croatia
Score
49.34 49.341993045
Global Rank 70
Highest Ranked Developing Country Country Singapore
Score
81.97 81.97096482
Global Rank 2
Lowest Ranked Developing Country Country Yemen
Score
19.89 19.887070519
Global Rank 188
Arab Region Details Information icon
Arab Average
41.12 41.1154520705454
Arab Diversified Egypt, Iraq, Jordan, Lebanon, State of Palestine
44.74 44.7386579678
Arab LDC Comoros, Djibouti, Mauritania, Somalia, Sudan, Syrian Arab Republic, Yemen
23.45 23.4511113392857
Highest Ranked Country Country United Arab Emirates
Score
70.42 70.423033084
Global Rank 18
Lowest Ranked Country Country Syrian Arab Republic
Score
18.12 18.12073889
Global Rank 192
Highest Arab Diversified Country Country Jordan
Score
56.85 56.846811704
Global Rank 55
Lowest Arab Diversified Country Country State of Palestine
Score
33.14 33.13922995
Global Rank 133
Highest Arab LDC Country Djibouti
Score
29.95 29.947910108
Global Rank 154
Lowest Arab LDC Country Syrian Arab Republic
Score
18.12 18.12073889
Global Rank 192
Economies per capita
High-Income Andorra, Antigua and Barbuda, Australia, Austria, Bahamas, Bahrain, Barbados, Brunei Darussalam, Belgium, Canada, Croatia, Nauru, Chile, Cyprus, Denmark, Puerto Rico, Taiwan, Estonia, Finland, France, Germany, Greece, Monaco, Hungary, Iceland, Ireland, Israel, Italy, Japan, Kuwait, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Mauritius, Netherlands, New Zealand, Norway, Oman, Palau, Panama, Poland, Portugal, San Marino, Singapore, Slovak Republic, Qatar, Korea, Rep., Romania, St. Kitts and Nevis, Saudi Arabia, Seychelles, Slovenia, Spain, Sweden, Switzerland, Trinidad and Tobago, United Arab Emirates, United Kingdom, United States, Czech Republic, Hong Kong SAR
62.21 62.2080622639
Upper-Middle-Income Albania, Argentina, Armenia, Azerbaijan, Belarus, China, Belize, Bosnia and Herzegovina, Botswana, Brazil, Bulgaria, Colombia, Costa Rica, Dominica, Dominican Republic, Ecuador, Equatorial Guinea, Fiji, Gabon, Georgia, Grenada, Guatemala, Guyana, Indonesia, Iran, Islamic Rep., Iraq, Jamaica, Jordan, Kazakhstan, Libya, Malaysia, Maldives, Marshall Islands, Mexico, Montenegro, Namibia, Paraguay, Peru, Russian Federation, St. Lucia, St. Vincent and the Grenadines, Samoa, Serbia, Kosovo, Suriname, Thailand, Tonga, Turkey, Turkmenistan, Tuvalu, Venezuela, South Africa, North Macedonia
44.04 44.0401041961539
Lower-Middle-Income Algeria, Angola, Bangladesh, Benin, Bhutan, Bolivia, Cambodia, Cameroon, Cape Verde, Myanmar, Comoros, Congo, Rep., Djibouti, Egypt, El Salvador, Eswatini, Ghana, Honduras, India, Kenya, Kiribati, Kyrgyz Republic, Lao PDR, Lebanon, Lesotho, Mauritania, Micronesia, Mongolia, Morocco, Nepal, Nicaragua, Nigeria, Pakistan, Papua New Guinea, Philippines, Moldova, Sao Tome and Principe, Senegal, Solomon Islands, Sri Lanka, Timor-Leste, Tunisia, Ukraine, Tanzania, Uzbekistan, Vanuatu, Viet Nam, Uruguay, Zimbabwe, Zambia, Cote d'Ivoire, State of Palestine
36.84 36.8437739645686
Low Income Afghanistan, Chad, Burkina Faso, Burundi, Korea Dem Rep., Congo, Democratic Rep., Eritrea, Ethiopia, Gambia, Guinea, Haiti, Malawi, Mali, Guinea-Bissau, Liberia, Madagascar, Mozambique, Niger, Somalia, Rwanda, Togo, Sierra Leone, South Sudan, Sudan, Syrian Arab Republic, Tajikistan, Uganda, Yemen, Central African Republic
25.66 25.6610233696786
Oil Exporting/Importing
Oil Exporting Average Albania, Algeria, Angola, Argentina, Australia, Azerbaijan, Bahrain, Barbados, Brunei Darussalam, Chad, China, Belize, Bolivia, Brazil, Cameroon, Canada, Colombia, Congo, Rep., Congo, Democratic Rep., Denmark, Ecuador, Egypt, Equatorial Guinea, Estonia, Gabon, Georgia, Germany, Greece, Guatemala, Indonesia, Iran, Islamic Rep., Iraq, Ireland, Kazakhstan, Kuwait, Libya, Lithuania, Malaysia, Mauritania, Mexico, Mongolia, Netherlands, New Zealand, Nigeria, Norway, Oman, Papua New Guinea, Peru, Philippines, Poland, Slovak Republic, Qatar, Russian Federation, Saudi Arabia, South Sudan, Sudan, Suriname, Syrian Arab Republic, Thailand, Timor-Leste, Trinidad and Tobago, Tunisia, United Arab Emirates, United Kingdom, United States, Venezuela, Viet Nam, Yemen
48.86 48.8624790474706
Oil Importing Average Afghanistan, Andorra, Antigua and Barbuda, Armenia, Austria, Bahamas, Bangladesh, Belarus, Belgium, Benin, Bhutan, Bosnia and Herzegovina, Botswana, Bulgaria, Burkina Faso, Burundi, Cambodia, Cape Verde, Croatia, Korea Dem Rep., Myanmar, Nauru, Chile, Comoros, Costa Rica, Cyprus, Djibouti, Dominica, Dominican Republic, El Salvador, Puerto Rico, Taiwan, Eritrea, Eswatini, Ethiopia, Fiji, Finland, France, Gambia, Ghana, Grenada, Guinea, Haiti, Malawi, Mali, Monaco, Guinea-Bissau, Guyana, Honduras, Hungary, Iceland, India, Israel, Italy, Jamaica, Japan, Jordan, Kenya, Kiribati, Kyrgyz Republic, Lao PDR, Latvia, Lebanon, Lesotho, Liberia, Liechtenstein, Luxembourg, Madagascar, Maldives, Malta, Marshall Islands, Mauritius, Micronesia, Montenegro, Morocco, Mozambique, Namibia, Nepal, Nicaragua, Niger, Pakistan, Palau, Panama, Paraguay, Portugal, San Marino, Singapore, Somalia, Korea, Rep., Moldova, Romania, Rwanda, St. Kitts and Nevis, St. Lucia, St. Vincent and the Grenadines, Samoa, Sao Tome and Principe, Senegal, Serbia, Seychelles, Togo, Kosovo, Sierra Leone, Slovenia, Solomon Islands, Spain, Sri Lanka, Sweden, Switzerland, Tajikistan, Tonga, Turkey, Turkmenistan, Tuvalu, Uganda, Ukraine, Tanzania, Uzbekistan, Vanuatu, Uruguay, Czech Republic, Hong Kong SAR, Zimbabwe, Zambia, Central African Republic, Cote d'Ivoire, South Africa, State of Palestine, North Macedonia
43.07 43.068794352439
Oil Exporting Best Country United States
Score
84.8 84.796171272
Global Rank 1
Oil Exporting Worst Country Syrian Arab Republic
Score
18.12 18.12073889
Global Rank 192
Oil Importing Best Country Singapore
Score
81.97 81.97096482
Global Rank 2
Oil Importing Worst Country Eritrea
Score
19.62 19.624214699
Global Rank 190
OECD Information icon
OECD Average
68.35 68.3485182834595
OECD Developed Average Australia, Austria, Belgium, Canada, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Israel, Italy, Japan, Latvia, Lithuania, Luxembourg, Mexico, Netherlands, New Zealand, Norway, Poland, Portugal, Slovak Republic, Slovenia, Spain, Sweden, Switzerland, United Kingdom, United States, Czech Republic
68.88 68.8769910468485
OECD Developing Average Chile, Colombia, Mexico, Korea, Rep., Turkey
61.27 61.2655630038
OECD Best Country United States
Score
84.8 84.796171272
Global Rank 1
OECD Worst Country Mexico
Score
50.37 50.373343077
Global Rank 68
OECD Developed Best Country United States
Score
84.8 84.796171272
Global Rank 1
OECD Developed Worst Country Mexico
Score
50.37 50.373343077
Global Rank 68
OECD Developing Best Country Korea, Rep.
Score
75.65 75.645112116
Global Rank 7
OECD Developing Worst Country Mexico
Score
50.37 50.373343077
Global Rank 68
ESCWA region Information icon
Simple Average
41.12
Highest Ranked Country Country United Arab Emirates
Score 70.42
Rank 18
Lowest Ranked Country Country Syrian Arab Republic
Score 18.12
Rank 192
East Asia and Pacific Information icon
Simple Average
52.94
Highest Ranked Country Country Singapore
Score 81.97
Rank 2
Lowest Ranked Country Country Papua New Guinea
Score 30.41
Rank 151
Europe and Central Asia Information icon
Simple Average
59.08
Highest Ranked Country Country United Kingdom
Score 78.57
Rank 3
Lowest Ranked Country Country Turkmenistan
Score 31.17
Rank 147
Latin America and The Caribbean Information icon
Simple Average
42.6
Highest Ranked Country Country Brazil
Score 63.7
Rank 32
Lowest Ranked Country Country Haiti
Score 21.97
Rank 184
North America Information icon
Simple Average
80.93
Highest Ranked Country Country United States
Score 84.8
Rank 1
Lowest Ranked Country Country Canada
Score 77.07
Rank 5
South Asia Information icon
Simple Average
39.49
Highest Ranked Country Country India
Score 62.58
Rank 40
Lowest Ranked Country Country Afghanistan
Score 21.27
Rank 186
Sub-Saharan Africa Information icon
Simple Average
31.53
Highest Ranked Country Country Mauritius
Score 53.27
Rank 61
Lowest Ranked Country Country Central African Republic
Score 19.74
Rank 189
Simulator Projection
Simulated
Rank:
Score:
arrow-up icon