77.76 - 88.92
71.81 - 77.76
62.05 - 71.81
54.41 - 62.05
43.97 - 54.41
33.21 - 43.97
20.25 - 33.21
4.35 - 20.25

Statistical performance indicators (SPI): Pillar 4 data sources score (scale 0-100)

The overall score for data sources serves as a composite metric assessing the availability and utilization of diverse data types essential for informed decision-making within a country's statistical framework. It encompasses four main categories: censuses and surveys conducted by national statistical offices, administrative data acquired from governmental agencies, geospatial information crucial for spatial analysis, and private sector or citizen-generated data that adds grassroots perspectives. A well-balanced integration of these sources, tailored to a country's unique institutional context and statistical maturity, is vital for generating robust statistical indicators. Higher scores reflect a comprehensive data environment that enhances the quality and reliability of national statistics, thereby identifying gaps and guiding strategic investments to meet evolving analytical needs. Source:
Year:
2022
#Flag
Country
Statistical performance indicators (SPI): Pillar 4 data sources score (scale 0-100)
Year
1
Singapore88.922022
2
Canada88.332022
3
United States84.42022
4
Poland83.962022
5
Australia83.882022
6
Finland83.262022
7
Norway83.112022
8
Spain83.112022
9
Denmark82.932022
10
Mexico81.462022
11
Philippines81.452022
12
Czechia81.162022
13
Sri Lanka80.42022
14
Costa Rica80.22022
15
Germany80.112022
16
Switzerland80.012022
17
Georgia79.92022
18
Netherlands79.462022
19
Japan79.182022
20
Korea, Rep.79.182022
21
Saudi Arabia79.082022
22
Sweden78.712022
23
New Zealand78.42022
24
Slovenia78.062022
25
Italy77.762022
26
Lithuania77.232022
27
Estonia77.012022
28
Greece77.012022
29
Austria76.782022
30
Belgium76.412022
31
Portugal76.112022
32
Slovak Republic75.962022
33
Romania75.882022
34
France75.612022
35
Malaysia75.422022
36
Brazil75.272022
37
North Macedonia75.262022
38
Malta74.592022
39
Viet Nam74.252022
40
Colombia74.222022
41
Serbia73.562022
42
Mongolia73.412022
43
South Africa73.362022
44
Ireland72.882022
45
Russian Federation72.832022
46
United Kingdom72.562022
47
Bulgaria72.382022
48
Hungary72.322022
49
Iceland71.812022
50
Cyprus70.982022
51
Croatia70.962022
52
Latvia70.912022
53
Albania70.082022
54
Chile69.412022
55
Iran, Islamic Rep.68.632022
56
Moldova67.982022
57
Oman67.832022
58
Egypt, Arab Rep.67.012022
59
United Arab Emirates66.982022
60
St. Lucia66.812022
61
West Bank and Gaza66.662022
62
Azerbaijan66.082022
63
Belarus65.422022
64
Botswana64.42022
65
Luxembourg64.132022
66
Panama64.122022
67
Cabo Verde62.982022
68
Jordan62.862022
69
Belize62.462022
70
Kazakhstan62.32022
71
Guatemala62.092022
72
Bolivia62.052022
73
India61.972022
74
Armenia61.862022
75
Bosnia and Herzegovina61.792022
76
Bahrain61.732022
77
Kuwait61.542022
78
Morocco60.782022
79
Mauritius60.112022
80
Argentina59.772022
81
Israel59.292022
82
Suriname58.862022
83
Qatar58.772022
84
Ukraine58.482022
85
Tunisia58.422022
86
Jamaica57.872022
87
Maldives57.692022
88
Turkiye57.582022
89
Seychelles57.32022
90
Montenegro57.192022
91
Paraguay57.062022
92
Ecuador56.852022
93
Uruguay56.732022
94
Thailand54.812022
95
Kyrgyz Republic54.412022
96
Indonesia53.482022
97
Brunei Darussalam53.242022
98
Peru53.12022
99
Rwanda52.762022
100
El Salvador51.722022
101
Lebanon51.32022
102
Bangladesh50.962022
103
Kosovo50.262022
104
Antigua and Barbuda49.292022
105
Sao Tome and Principe49.012022
106
Barbados48.322022
107
St. Vincent and the Grenadines48.112022
108
Pakistan46.912022
109
Malawi46.482022
110
Tajikistan46.252022
111
Algeria45.962022
112
Palau45.662022
113
Senegal45.582022
114
Tonga45.42022
115
Grenada44.972022
116
Uzbekistan44.422022
117
Tanzania44.382022
118
Ghana43.972022
119
St. Kitts and Nevis43.562022
120
Dominica43.422022
121
China43.272022
122
Myanmar42.082022
123
Cambodia42.052022
124
Dominican Republic42.012022
125
Lesotho41.662022
126
Lao PDR40.662022
127
Samoa40.482022
128
Bhutan38.812022
129
Bahamas, The38.522022
130
Honduras38.522022
131
Fiji37.332022
132
Trinidad and Tobago36.872022
133
Uganda36.762022
134
Nepal36.632022
135
Zimbabwe36.072022
136
Angola35.232022
137
Nauru34.982022
138
Kenya34.872022
139
Venezuela, RB34.12022
140
Iraq33.822022
141
Burkina Faso33.812022
142
Vanuatu33.212022
143
Guyana33.012022
144
Togo32.692022
145
Gambia, The32.272022
146
Mozambique32.232022
147
Sierra Leone31.712022
148
Nigeria31.462022
149
Niger30.752022
150
Benin29.482022
151
Ethiopia29.472022
152
Cote d'Ivoire29.372022
153
Timor-Leste28.762022
154
Zambia28.462022
155
Mali27.422022
156
Liberia26.482022
157
Marshall Islands25.342022
158
Madagascar25.012022
159
Mauritania24.482022
160
Eswatini24.32022
161
Namibia23.62022
162
Nicaragua23.312022
163
Equatorial Guinea21.792022
164
Cameroon21.242022
165
Congo, Rep.20.252022
166
Guinea20.182022
167
Kiribati18.912022
168
Sudan18.772022
169
Chad17.792022
170
Afghanistan172022
171
Yemen, Rep.16.022022
172
Solomon Islands15.912022
173
Burundi15.792022
174
Congo, Dem. Rep.15.52022
175
Tuvalu15.462022
176
Syrian Arab Republic14.972022
177
Guinea-Bissau14.622022
178
Djibouti14.522022
179
Micronesia, Fed. Sts.13.742022
180
Haiti13.332022
181
Gabon13.212022
182
Turkmenistan11.682022
183
Central African Republic10.692022
184
Papua New Guinea10.122022
185
Libya7.622022
186
South Sudan7.472022
187
Somalia4.352022