Retrieving structural indicators from the World Bank Data360 API.
A country profile requests every registry indicator for the economy and its curated peers. Responses are cached for 24 hours after the first retrieval.
QAP workspace: Sudan
Signal model 1.0.0 · Registry 1.0.0 · Scaffolded 2026-10-25
QAP AI Assistant
Evidence bounded
Gemini handles structured QAP development by default. Suggestions remain drafts and never populate analyst judgments automatically.
AI output is analytic assistance only. It does not replace source review or analyst judgment.
1Key Intelligence Question
ASSESSMENT
Over the next 12 months, how are structural conditions in Sudan changing in ways that alter the operating environment, and which of those changes are supported by evidence rather than by inference?
This is a candidate question generated from the country context. Replace it with the question the customer actually needs answered. A well-framed KIQ constrains which evidence is relevant; a generic one lets the available data set the agenda.
2Key Assumptions Check
ASSESSMENT
That conditions measured by 14 indicator(s) whose latest observation is more than three years old remain broadly representative of the present.
untested
If this is wrong
The structural baseline is drawn from a period that no longer describes the operating environment, and every domain reading built on it is unreliable.
14 evidence reference(s)
ASSESSMENT
That modeled and perception-based estimates in this evidence set approximate observed conditions closely enough to support comparison.
partially supported
If this is wrong
Movement in these series may reflect changes in the underlying model, source mix or expert panel rather than any change in the country itself.
7 evidence reference(s)
ASSESSMENT
That the 1 domain(s) without a defensible reading are not the domains carrying the most analytically important movement.
untested
If this is wrong
The analysis is shaped by what is measurable rather than by what matters, which is the characteristic failure mode of indicator-led assessment in fragile settings.
ASSESSMENT
That structural development conditions are relevant to the Key Intelligence Question at hand, rather than being a baseline the question does not actually turn on.
untested
If this is wrong
The evidence set is well constructed but addressed to the wrong question, and the collection plan should be redirected toward actor, institutional or event evidence.
3Evidence register
34 evidence objects, of which 9 are load bearing: adequate data quality and a signal magnitude of at least 30. The remainder are retained because absence and weakness are themselves analytically relevant.
GDP (annual % growth) for Sudan was 3.06 PC_A in 2025 (1y +17.0, 3y +4.02, 5y +6.69).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 83th percentile. Relative to the curated peer set it ranks at the 20th percentile. Aggregate output growth. A single weak year is ordinary volatility; sustained contraction relative to population growth is the analytically meaningful pattern. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
4Competing hypotheses
H1
Structural pressure is accumulating and institutional capacity is not keeping pace.
H2
Observed movement reflects measurement and reporting change rather than a change in conditions.
H3
Structural conditions are broadly stable and the operative drivers lie in actor behaviour, governance decisions or external shocks not captured here.
H2 is included by design. A hypothesis attributing observed movement to measurement or reporting change must be carried in any assessment built on modeled estimates, and it is frequently the hypothesis the evidence cannot rule out.
5Analysis of Competing Hypotheses
The matrix is empty until an analyst rates each evidence item against each hypothesis. ACH scores inconsistency rather than support: a hypothesis is weakened by evidence it cannot accommodate, and evidence consistent with every hypothesis is not diagnostic.
ACH matrix. Rows are evidence items, columns are hypotheses. Ratings are entered by the analyst.
Evidence
H1
H2
H3
GDP (annual % growth)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
GDP per capita (constant 2015 US$)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
Access to electricity (% of population)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
People using at least basic drinking water services (% of population)
6Key judgments
No judgments recorded
Key judgments are written by the analyst. The system does not generate them, and no LLM output is written into this section without explicit analyst acceptance. A judgment recorded here must cite the evidence IDs it rests on and carry a confidence level that does not exceed the confidence of that evidence.
7Scenarios
No scenarios recorded
Scenarios use calibrated likelihood language rather than numeric probabilities, and each carries the observable indicators that would distinguish it from the alternatives. Structural evidence alone constrains scenario plausibility; it does not generate scenarios.
8Indicators and warnings
FACTgdp_per_capita: a further adverse move in the next reporting round would extend the run and strengthen the economic pressure reading. A reversal would weaken it.
FACTinflation_cpi: a further adverse move in the next reporting round would extend the run and strengthen the economic pressure reading. A reversal would weaken it.
FACTunder5_mortality: a further adverse move in the next reporting round would extend the run and strengthen the human development reading. A reversal would weaken it.
FACTundernourishment: a further adverse move in the next reporting round would extend the run and strengthen the human development reading. A reversal would weaken it.
FACTfemale_labor_participation: a further adverse move in the next reporting round would extend the run and strengthen the inclusion and distribution reading. A reversal would weaken it.
FACTwgi_government_effectiveness: a further adverse move in the next reporting round would extend the run and strengthen the institutional and fiscal capacity reading. A reversal would weaken it.
FACTwgi_political_stability: a further adverse move in the next reporting round would extend the run and strengthen the institutional and fiscal capacity reading. A reversal would weaken it.
9Confidence statement
ASSESSMENT
Low to moderate confidence in the structural baseline. 5 of 6 domains produced a defensible reading; 16 of 34 evidence items are graded high confidence and 17 are graded low. Confidence here refers to the observation and its provenance, not to any judgment about political trajectory. Structural evidence alone cannot support a confidence statement about conflict outcomes.
10Collection gaps and plan
›Economic pressure / poverty_headcount: Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use.
›Demographic pressure / population_total: Contextual indicator: carries no normative direction.
›Demographic pressure / urban_population_share: Contextual indicator: carries no normative direction.
›Demographic pressure / fertility_rate: Contextual indicator: carries no normative direction.
›Human development / primary_completion: Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use.
›Human development / adult_literacy: No observations returned for this indicator and country.
›Infrastructure and connectivity / internet_users: Most recent observation is 9 years old (2017), beyond the 6 year limit for analytic use.
›Inclusion and distribution: Only 1 indicator(s) carried usable evidence; 2 are required before this domain produces a reading.
›Inclusion and distribution / gini_index: Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use.
›Inclusion and distribution / education_gender_parity: Most recent observation is 8 years old (2018), beyond the 6 year limit for analytic use.
11Domain readings
Economic pressure=Stable, magnitude 84
Demographic pressure=Stable, magnitude 25
Human development=Stable, magnitude 21
Infrastructure and connectivity▲Improvement, magnitude 50
Inclusion and distribution○Insufficient evidence
Institutional and fiscal capacity
Show signal componentsHide signal components
Direction of travel
rising
1y change
17.0
3y change
4.02
5y change
6.69
5y % change
184.4%
Historical percentile
83th
Peer percentile
20th
Peer deviation
-3.94
Observations
15
Recency
1y
Window completeness
100%
›Favourable movement of 6.69 PC_A over 5 years (2020 to 2025).
›Latest value sits at the 83th percentile of this country’s own observed history.
›Latest value ranks at the 20th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_NY_GDP_MKTP_KD_ZG
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.220Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
GDP per capita (constant 2015 US$) for Sudan was 582.1 USD_K_2015 in 2025 (1y +3.72, 3y -391, 5y -475).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 10th percentile. Relative to the curated peer set it ranks at the 0th percentile. Constant-price series, so changes reflect real output per head rather than price movement. Says nothing about distribution; read with the Gini index. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Inflation, consumer prices (annual % growth) for Sudan was 138.8 PC_A in 2022 (1y -220, 3y +87.8, 5y +106).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits in the middle range of the country's own observed history at the 79th percentile. Relative to the curated peer set it ranks at the 100th percentile. National CPI. Household exposure depends on the food and fuel share of the basket, which the headline rate does not reveal. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Unemployment, total (% of total labor force, modeled ILO estimate)
Unemployment, total (% of total labor force, modeled ILO estimate) for Sudan was 7.53 PT_LF in 2022 (1y -3.56, 3y -4.17, 5y -5.47).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 4th percentile. Relative to the curated peer set it ranks at the 80th percentile. Modeled ILO estimate, not a national survey figure. In economies with large informal sectors the rate understates labour underutilisation, so compare it against peers and its own history rather than reading the level alone. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Unemployment, youth total (% of labor force ages 15-24, modeled ILO estimate)
Unemployment, youth total (% of labor force ages 15-24, modeled ILO estimate) for Sudan was 12.00 PT_LF_Y15T24 in 2022 (1y -5.41, 3y -7.37, 5y -10.2).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 4th percentile. Relative to the curated peer set it ranks at the 80th percentile. Read alongside the 0-14 population share. A large youth cohort entering a labour market that is not absorbing it is a structural condition, not a mobilisation mechanism. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Poverty headcount ratio at $3.00 a day (2021 PPP, % of population)
WB_WDI_SI_POV_DDAY
○Insufficient evidence●○○Data quality: Inadequate
Latest value
10.1PT_POP
Period 2014
1 year
n/a
3 year
n/a
5 year
n/a
vs peer median
-39.9
FACT
Poverty headcount ratio at $3.00 a day (2021 PPP, % of population) for Sudan was 10.10 PT_POP in 2014 (no change window computable).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use. Only 1 observation(s) available; 3 are required before any trend is computed. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Population, total
WB_WDI_SP_POP_TOTL
○Insufficient evidence●●●Data quality: Adequate
Latest value
51,662,147PS
Period 2025
1 year
+1213184
3 year
+2278801
5 year
+4872916
vs peer median
+30658442
FACT
Population, total for Sudan was 51,662,147 PS in 2025 (1y +1213184, 3y +2278801, 5y +4872916).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. 15 observations covering 100% of the window, most recent 2025. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
Population growth (annual %) for Sudan was 2.38 PC_A in 2025 (1y +1.57, 3y -0.33, 5y -0.31).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits in the middle range of the country's own observed history at the 37th percentile. Relative to the curated peer set it ranks at the 40th percentile. Interpreted as demand pressure on services and labour markets, not as a negative outcome in itself. Its analytic weight depends entirely on whether service delivery and output are keeping pace. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Population ages 0-14 (% of total population)
WB_WDI_SP_POP_0014_TO_ZS
=Stable, magnitude 23●●●Data quality: Adequate
Latest value
40.2PT
Period 2025
1 year
-0.26
3 year
-0.70
5 year
-1.22
vs peer median
+1.43
FACT
Population ages 0-14 (% of total population) for Sudan was 40.21 PT in 2025 (1y -0.26, 3y -0.70, 5y -1.22).
ASSESSMENT
The series is broadly flat against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 3th percentile. Relative to the curated peer set it ranks at the 60th percentile. Forward demand on education, health and employment systems. A youth bulge is a demographic condition; whether it becomes a mobilisation pool depends on institutions, opportunity and actor behaviour. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Urban population (% of total population)
WB_WDI_SP_URB_TOTL_IN_ZS
○Insufficient evidence●●●Data quality: Adequate
Latest value
34.9PT
Period 2025
1 year
+0.07
3 year
+0.21
5 year
+0.38
vs peer median
+10.8
FACT
Urban population (% of total population) for Sudan was 34.93 PT in 2025 (1y +0.07, 3y +0.21, 5y +0.38).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. 15 observations covering 100% of the window, most recent 2025. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Direction of travel
flat
Fertility rate, total (births per woman)
WB_WDI_SP_DYN_TFRT_IN
○Insufficient evidence●●●Data quality: Adequate
Latest value
4.26BR_W
Period 2024
1 year
-0.06
3 year
-0.19
5 year
-0.35
vs peer median
+0.36
FACT
Fertility rate, total (births per woman) for Sudan was 4.26 BR_W in 2024 (1y -0.06, 3y -0.19, 5y -0.35).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. 14 observations covering 93% of the window, most recent 2024. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Direction of travel
falling
Life expectancy at birth, total (years)
WB_WDI_SP_DYN_LE00_IN
=Stable, magnitude 23●●●Data quality: Adequate
Latest value
66.5YR
Period 2024
1 year
+0.19
3 year
+2.06
5 year
+0.72
vs peer median
+5.09
FACT
Life expectancy at birth, total (years) for Sudan was 66.52 YR in 2024 (1y +0.19, 3y +2.06, 5y +0.72).
ASSESSMENT
The series is broadly flat against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 96th percentile. Relative to the curated peer set it ranks at the 60th percentile. Slow-moving summary of health system performance and living conditions. A sharp reversal is a strong signal precisely because the series is normally stable. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Mortality rate, under-5 (per 1,000 live births)
WB_WDI_SH_DYN_MORT
▼Pressure, magnitude 14●●●Data quality: Adequate
Latest value
61.6DT_10P3BR_L
Period 2024
1 year
-1.50
3 year
+8.90
5 year
+5.50
vs peer median
-35.1
FACT
Mortality rate, under-5 (per 1,000 live births) for Sudan was 61.60 DT_10P3BR_L in 2024 (1y -1.50, 3y +8.90, 5y +5.50).
ASSESSMENT
The series shows adverse movement of moderate magnitude against this country's own recent baseline. The latest value sits in the middle range of the country's own observed history at the 50th percentile. Relative to the curated peer set it ranks at the 40th percentile. Sensitive proxy for primary health system reach and nutrition status. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Maternal mortality ratio (modeled estimate, per 100,000 live births)
WB_WDI_SH_STA_MMRT
=Stable, magnitude 23●●●Data quality: Adequate
Latest value
256.0DT_10P5BR_L
Period 2023
1 year
-7.00
3 year
-17.0
5 year
-12.0
vs peer median
-94.0
FACT
Maternal mortality ratio (modeled estimate, per 100,000 live births) for Sudan was 256.0 DT_10P5BR_L in 2023 (1y -7.00, 3y -17.0, 5y -12.0).
ASSESSMENT
The series is broadly flat against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 4th percentile. Relative to the curated peer set it ranks at the 20th percentile. Modeled estimate with wide uncertainty intervals that this series does not carry. Read as level, not precision. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Primary completion rate, total (% of relevant age group)
WB_WDI_SE_PRM_CMPT_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
60.1PT
Period 2019
1 year
+1.21
3 year
+4.74
5 year
+6.09
vs peer median
+18.3
FACT
Primary completion rate, total (% of relevant age group) for Sudan was 60.12 PT in 2019 (1y +1.21, 3y +4.74, 5y +6.09).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Literacy rate, adult total (% of people ages 15 and above)
WB_WDI_SE_ADT_LITR_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
not reported
No period
1 year
n/a
3 year
n/a
5 year
n/a
vs peer median
n/a
FACT
Literacy rate, adult total (% of people ages 15 and above): no observation reported for Sudan in the analysis window.
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. No observations returned for this indicator and country. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Direction of travel
Prevalence of undernourishment (% of population)
WB_WDI_SN_ITK_DEFC_ZS
▼Pressure, magnitude 27●●○Data quality: Limited
Latest value
10.9PT_POP
Period 2021
1 year
-0.20
3 year
+0.10
5 year
+1.10
vs peer median
-8.60
FACT
Prevalence of undernourishment (% of population) for Sudan was 10.90 PT_POP in 2021 (1y -0.20, 3y +0.10, 5y +1.10).
ASSESSMENT
The series shows adverse movement of moderate magnitude against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 83th percentile. Relative to the curated peer set it ranks at the 0th percentile. Structural food insecurity baseline. It is not a substitute for IPC phase classification or humanitarian caseload data, which operate on a far shorter cycle. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Access to electricity (% of population) for Sudan was 66.00 PT_POP in 2024 (1y 0.00, 3y +4.20, 5y +8.40).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 93th percentile. Relative to the curated peer set it ranks at the 100th percentile. Proxy for state reach and service delivery, and a direct operational planning input. National coverage conceals large rural and peri-urban gaps. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Individuals using the Internet (% of population)
WB_WDI_IT_NET_USER_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
18.6PT_POP
Period 2017
1 year
+4.50
3 year
+6.60
5 year
n/a
vs peer median
+4.25
FACT
Individuals using the Internet (% of population) for Sudan was 18.60 PT_POP in 2017 (1y +4.50, 3y +6.60).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 9 years old (2017), beyond the 6 year limit for analytic use. Series covers 20% of the 15 year analysis window. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Mobile cellular subscriptions (per 100 people)
WB_WDI_IT_CEL_SETS_P2
=Stable, magnitude 2●●○Data quality: Limited
Latest value
70.210P2PS
Period 2022
1 year
-1.56
3 year
-2.27
5 year
+3.15
vs peer median
+9.61
FACT
Mobile cellular subscriptions (per 100 people) for Sudan was 70.21 10P2PS in 2022 (1y -1.56, 3y -2.27, 5y +3.15).
ASSESSMENT
The series is broadly flat against this country's own recent baseline. The latest value sits in the middle range of the country's own observed history at the 46th percentile. Relative to the curated peer set it ranks at the 80th percentile. Counts subscriptions rather than people, so multi-SIM use inflates it above actual penetration. Useful for communications reach, weak as a welfare proxy. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
People using at least basic drinking water services (% of population)
People using at least basic drinking water services (% of population) for Sudan was 64.89 PT_POP in 2024 (1y +0.89, 3y +2.83, 5y +4.77).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 96th percentile. Relative to the curated peer set it ranks at the 100th percentile. Basic service threshold, which is a low bar. Read the level, not only the direction. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
People using at least basic sanitation services (% of population)
People using at least basic sanitation services (% of population) for Sudan was 65.71 PT_POP in 2024 (1y +2.98, 3y +8.77, 5y +14.3).
ASSESSMENT
The series shows favourable movement against this country's own recent baseline. The latest value sits near the top of the country's own observed history at the 96th percentile. Relative to the curated peer set it ranks at the 100th percentile. Together with water access, a proxy for baseline public health infrastructure and epidemic vulnerability. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Gini index
WB_WDI_SI_POV_GINI
○Insufficient evidence●○○Data quality: Inadequate
Latest value
34.20_TO_100
Period 2014
1 year
n/a
3 year
n/a
5 year
n/a
vs peer median
n/a
FACT
Gini index for Sudan was 34.20 0_TO_100 in 2014 (no change window computable).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use. Only 1 observation(s) available; 3 are required before any trend is computed. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Labor force participation rate, female (% of female population ages 15+)
Labor force participation rate, female (% of female population ages 15+) for Sudan was 14.45 PT_W in 2022 (1y -1.36, 3y -4.01, 5y -6.45).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 4th percentile. Cross-country comparison is withheld: the measurement concept is not comparable across these economies. A high rate can reflect subsistence agricultural work rather than economic inclusion, so the level is not comparable across structurally different economies. Movement within one country over time is the interpretable signal. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
School enrollment, primary and secondary (gross), gender parity index
WB_WDI_SE_ENR_PRSC_FM_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
0.96U
Period 2018
1 year
-0.00
3 year
+0.02
5 year
+0.05
vs peer median
+0.12
FACT
School enrollment, primary and secondary (gross), gender parity index for Sudan was 0.96 U in 2018 (1y -0.00, 3y +0.02, 5y +0.05).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 8 years old (2018), beyond the 6 year limit for analytic use. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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School enrollment, secondary (% gross)
WB_WDI_SE_SEC_ENRR
○Insufficient evidence●○○Data quality: Inadequate
Latest value
43.5PT
Period 2019
1 year
+1.40
3 year
+2.58
5 year
+1.49
vs peer median
+9.63
FACT
School enrollment, secondary (% gross) for Sudan was 43.54 PT in 2019 (1y +1.40, 3y +2.58, 5y +1.49).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
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Direction of travel
Government Effectiveness (WGI estimate, approx. -2.5 to +2.5)
Government Effectiveness (WGI estimate, approx. -2.5 to +2.5) for Sudan was -1.95 U in 2025 (1y -0.06, 3y -0.34, 5y -0.47).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 3th percentile. Relative to the curated peer set it ranks at the 20th percentile. Worldwide Governance Indicators are composite perception-based estimates aggregated from expert and survey sources. They carry standard errors this series does not expose, so small movements are not interpretable and only relative position is defensible. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Political Stability and Absence of Violence (WGI estimate)
Political Stability and Absence of Violence (WGI estimate) for Sudan was -2.07 U in 2025 (1y -0.03, 3y -0.14, 5y -0.66).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits in the middle range of the country's own observed history at the 37th percentile. Relative to the curated peer set it ranks at the 0th percentile. This is a perception-based composite that partly reflects observed violence already recorded elsewhere. It must not be treated as an independent predictor of conflict, and it lags events by at least one annual cycle. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Rule of Law (WGI estimate) for Sudan was -1.86 U in 2025 (1y -0.07, 3y -0.44, 5y -0.56).
ASSESSMENT
The series shows sustained adverse movement against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 3th percentile. Relative to the curated peer set it ranks at the 20th percentile. Composite perception estimate. Interpret as relative standing among peers, not as an absolute measure. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Control of Corruption (WGI estimate)
WB_WDI_GOV_WGI_CC_EST
▼Pressure, magnitude 44●●●Data quality: Adequate
Latest value
-1.57U
Period 2025
1 year
-0.01
3 year
-0.12
5 year
-0.16
vs peer median
n/a
FACT
Control of Corruption (WGI estimate) for Sudan was -1.57 U in 2025 (1y -0.01, 3y -0.12, 5y -0.16).
ASSESSMENT
The series shows adverse movement of moderate magnitude against this country's own recent baseline. The latest value sits near the bottom of the country's own observed history at the 10th percentile. Relative to the curated peer set it ranks at the 40th percentile. Composite perception estimate, sensitive to changes in the underlying source mix between rounds. This is contextual structural evidence. It may raise or lower the relevance of a hypothesis, but on its own it establishes no mechanism, no trigger, no actor behaviour and no causal relationship to political violence.
Tax revenue (% of GDP)
WB_WDI_GC_TAX_TOTL_GD_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
7.39PT_GDP
Period 2016
1 year
-0.80
3 year
-0.29
5 year
+3.53
vs peer median
n/a
FACT
Tax revenue (% of GDP) for Sudan was 7.39 PT_GDP in 2016 (1y -0.80, 3y -0.29, 5y +3.53).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 10 years old (2016), beyond the 6 year limit for analytic use. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
Show signal componentsHide signal components
Direction of travel
rising
Central government debt, total (% of GDP)
WB_WDI_GC_DOD_TOTL_GD_ZS
○Insufficient evidence●○○Data quality: Inadequate
Latest value
not reported
No period
1 year
n/a
3 year
n/a
5 year
n/a
vs peer median
n/a
FACT
Central government debt, total (% of GDP): no observation reported for Sudan in the analysis window.
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. No observations returned for this indicator and country. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
Show signal componentsHide signal components
Direction of travel
not computable
Military expenditure (% of GDP)
WB_WDI_MS_MIL_XPND_GD_ZS
○Insufficient evidence●●○Data quality: Limited
Latest value
0.93PT_GDP
Period 2021
1 year
-0.05
3 year
-0.85
5 year
-1.35
vs peer median
-1.74
FACT
Military expenditure (% of GDP) for Sudan was 0.93 PT_GDP in 2021 (1y -0.05, 3y -0.85, 5y -1.35).
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. Most recent observation is 5 years old (2021). No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
Show signal componentsHide signal components
Direction of travel
falling
Intentional homicides (per 100,000 people)
WB_WDI_VC_IHR_PSRC_P5
○Insufficient evidence●○○Data quality: Inadequate
Latest value
not reported
No period
1 year
n/a
3 year
n/a
5 year
n/a
vs peer median
n/a
FACT
Intentional homicides (per 100,000 people): no observation reported for Sudan in the analysis window.
ASSESSMENT
Evidence is insufficient to assess direction for this indicator. No observations returned for this indicator and country. No structural reading should be drawn from this series until coverage improves or an alternative measure is substituted.
Show signal componentsHide signal components
Direction of travel
not computable
Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
People using at least basic sanitation services (% of population)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
Government Effectiveness (WGI estimate, approx. -2.5 to +2.5)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
Political Stability and Absence of Violence (WGI estimate)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
Rule of Law (WGI estimate)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
Control of Corruption (WGI estimate)Confidence: High confidence
Neutral or not diagnostic
Neutral or not diagnostic
Neutral or not diagnostic
FACTwgi_rule_of_law: a further adverse move in the next reporting round would extend the run and strengthen the institutional and fiscal capacity reading. A reversal would weaken it.
FACTwgi_control_of_corruption: a further adverse move in the next reporting round would extend the run and strengthen the institutional and fiscal capacity reading. A reversal would weaken it.
FACTPublication of a revised historical series by the World Bank. Material revision to prior years changes the baseline every judgment above rests on and should trigger reassessment.
FACTContinued absence of new observations in the domains currently marked insufficient. Persistent non-reporting in a fragile setting is itself a signal about state statistical capacity.
›Inclusion and distribution / secondary_enrollment: Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use.
›Institutional and fiscal capacity / tax_revenue_gdp: Most recent observation is 10 years old (2016), beyond the 6 year limit for analytic use.
›Institutional and fiscal capacity / central_govt_debt_gdp: No observations returned for this indicator and country.
›Institutional and fiscal capacity / military_expenditure_gdp: Contextual indicator: carries no normative direction.
›Institutional and fiscal capacity / homicide_rate: No observations returned for this indicator and country.
›Conflict event and actor data are outside the structural layer entirely. No judgment about political violence can be supported from this evidence set without ACLED or equivalent incident data, actor mapping and mobilisation indicators.
›Displacement and humanitarian caseload data are not present in this layer. IOM DTM and ReliefWeb integration is required before population impact can be assessed.
›Subnational variation is not observable in these series. National aggregates conceal the regional concentration that usually matters most in fragility analysis.
▼▼
Deterioration
, magnitude 80
Show signal components
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Direction of travel
falling
1y change
3.72
3y change
-391
5y change
-475
5y % change
-44.9%
Historical percentile
10th
Peer percentile
0th
Peer deviation
-291
Observations
15
Recency
1y
Window completeness
100%
›Adverse movement of -474.8 USD_K_2015 over 5 years (2020 to 2025), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 10th percentile of this country’s own observed history.
›Latest value ranks at the 0th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_NY_GDP_PCAP_KD
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.058Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
rising
1y change
-220
3y change
87.8
5y change
106
5y % change
329.1%
Historical percentile
79th
Peer percentile
100th
Peer deviation
134
Observations
12
Recency
4y
Window completeness
80%
›Adverse movement of 106.5 PC_A over 5 years (2017 to 2022), given that for this indicator a rising value indicates rising structural pressure.
›Latest value sits at the 79th percentile of this country’s own observed history.
›Latest value ranks at the 100th percentile of the curated peer set (4 economies with data).
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 4 years old (2022).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_FP_CPI_TOTL_ZG
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.200Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
-3.56
3y change
-4.17
5y change
-5.47
5y % change
-42.1%
Historical percentile
4th
Peer percentile
80th
Peer deviation
n/a
Observations
12
Recency
4y
Window completeness
80%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Favourable movement of -5.47 PT_LF over 5 years (2017 to 2022).
›Latest value sits at the 4th percentile of this country’s own observed history.
›Latest value ranks at the 80th percentile of the curated peer set (5 economies with data).
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 4 years old (2022).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SL_UEM_TOTL_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.160Z
Delivery
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License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
-5.41
3y change
-7.37
5y change
-10.2
5y % change
-45.9%
Historical percentile
4th
Peer percentile
80th
Peer deviation
n/a
Observations
12
Recency
4y
Window completeness
80%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Favourable movement of -10.2 PT_LF_Y15T24 over 5 years (2017 to 2022).
›Latest value sits at the 4th percentile of this country’s own observed history.
›Latest value ranks at the 80th percentile of the curated peer set (5 economies with data).
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 4 years old (2022).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SL_UEM_1524_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.242Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Direction of travel
not computable
1y change
n/a
3y change
n/a
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
0th
Peer deviation
-39.9
Observations
1
Recency
12y
Window completeness
7%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use.
›Only 1 observation(s) available; 3 are required before any trend is computed.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SI_POV_DDAY
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.285Z
Delivery
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
1213184
3y change
2278801
5y change
4872916
5y % change
10.4%
Historical percentile
97th
Peer percentile
80th
Peer deviation
30658442
Observations
15
Recency
1y
Window completeness
100%
›Indicator is contextual by design: it carries no normative direction and does not contribute to any domain signal.
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_POP_TOTL
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.330Z
Delivery
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Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
1.57
3y change
-0.33
5y change
-0.31
5y % change
-11.6%
Historical percentile
37th
Peer percentile
40th
Peer deviation
-0.17
Observations
15
Recency
1y
Window completeness
100%
›Favourable movement of -0.31 PC_A over 5 years (2020 to 2025).
›Latest value sits at the 37th percentile of this country’s own observed history.
›Latest value ranks at the 40th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_POP_GROW
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.365Z
Delivery
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Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
flat
1y change
-0.26
3y change
-0.70
5y change
-1.22
5y % change
-2.9%
Historical percentile
3th
Peer percentile
60th
Peer deviation
1.43
Observations
15
Recency
1y
Window completeness
100%
›Change of -1.22 PT between 2020 and 2025 falls inside the 5% noise band.
›Latest value sits at the 3th percentile of this country’s own observed history.
›Latest value ranks at the 60th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_POP_0014_TO_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.404Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
0.07
3y change
0.21
5y change
0.38
5y % change
1.1%
Historical percentile
97th
Peer percentile
100th
Peer deviation
10.8
Observations
15
Recency
1y
Window completeness
100%
›Indicator is contextual by design: it carries no normative direction and does not contribute to any domain signal.
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_URB_TOTL_IN_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.539Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
-0.06
3y change
-0.19
5y change
-0.35
5y % change
-7.6%
Historical percentile
4th
Peer percentile
60th
Peer deviation
0.36
Observations
14
Recency
2y
Window completeness
93%
›Indicator is contextual by design: it carries no normative direction and does not contribute to any domain signal.
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_DYN_TFRT_IN
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.518Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
flat
1y change
0.19
3y change
2.06
5y change
0.72
5y % change
1.1%
Historical percentile
96th
Peer percentile
60th
Peer deviation
5.09
Observations
14
Recency
2y
Window completeness
93%
›Change of 0.72 YR between 2019 and 2024 falls inside the 5% noise band.
›Latest value sits at the 96th percentile of this country’s own observed history.
›Latest value ranks at the 60th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SP_DYN_LE00_IN
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.565Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
rising
1y change
-1.50
3y change
8.90
5y change
5.50
5y % change
9.8%
Historical percentile
50th
Peer percentile
40th
Peer deviation
-35.1
Observations
14
Recency
2y
Window completeness
93%
›Adverse movement of 5.50 DT_10P3BR_L over 5 years (2019 to 2024), given that for this indicator a rising value indicates rising structural pressure.
›Latest value sits at the 50th percentile of this country’s own observed history.
›Latest value ranks at the 40th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SH_DYN_MORT
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.585Z
Delivery
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
flat
1y change
-7.00
3y change
-17.0
5y change
-12.0
5y % change
-4.5%
Historical percentile
4th
Peer percentile
20th
Peer deviation
-94.0
Observations
13
Recency
3y
Window completeness
87%
›Change of -12.0 DT_10P5BR_L between 2018 and 2023 falls inside the 5% noise band.
›Latest value sits at the 4th percentile of this country’s own observed history.
›Latest value ranks at the 20th percentile of the curated peer set (5 economies with data).
Confidence: Moderate confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SH_STA_MMRT
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.608Z
Delivery
Served from cache
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Direction of travel
rising
1y change
1.21
3y change
4.74
5y change
6.09
5y % change
11.3%
Historical percentile
94th
Peer percentile
80th
Peer deviation
18.3
Observations
8
Recency
7y
Window completeness
53%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SE_PRM_CMPT_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.659Z
Delivery
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
not computable
1y change
n/a
3y change
n/a
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
withheld
Peer deviation
n/a
Observations
0
Recency
n/a
Window completeness
0%
›Peer comparison suppressed: this indicator is only interpretable against the country’s own history.
›Insufficient evidence: data quality is inadequate for a defensible reading.
›No observations returned for this indicator and country.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SE_ADT_LITR_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.663Z
Delivery
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
rising
1y change
-0.20
3y change
0.10
5y change
1.10
5y % change
11.2%
Historical percentile
83th
Peer percentile
0th
Peer deviation
-8.60
Observations
9
Recency
5y
Window completeness
60%
›Adverse movement of 1.10 PT_POP over 5 years (2016 to 2021), given that for this indicator a rising value indicates rising structural pressure.
›Latest value sits at the 83th percentile of this country’s own observed history.
›Latest value ranks at the 0th percentile of the curated peer set (4 economies with data).
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 5 years old (2021).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SN_ITK_DEFC_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.696Z
Delivery
Served from cache
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
rising
1y change
0.00
3y change
4.20
5y change
8.40
5y % change
14.6%
Historical percentile
93th
Peer percentile
100th
Peer deviation
44.7
Observations
14
Recency
2y
Window completeness
93%
›Favourable movement of 8.40 PT_POP over 5 years (2019 to 2024).
›Latest value sits at the 93th percentile of this country’s own observed history.
›Latest value ranks at the 100th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_EG_ELC_ACCS_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.718Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Direction of travel
rising
1y change
4.50
3y change
6.60
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
80th
Peer deviation
4.25
Observations
3
Recency
9y
Window completeness
20%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 9 years old (2017), beyond the 6 year limit for analytic use.
›Series covers 20% of the 15 year analysis window.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_IT_NET_USER_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.773Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
flat
1y change
-1.56
3y change
-2.27
5y change
3.15
5y % change
4.7%
Historical percentile
46th
Peer percentile
80th
Peer deviation
9.61
Observations
12
Recency
4y
Window completeness
80%
›Change of 3.15 10P2PS between 2017 and 2022 falls inside the 5% noise band.
›Latest value sits at the 46th percentile of this country’s own observed history.
›Latest value ranks at the 80th percentile of the curated peer set (5 economies with data).
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 4 years old (2022).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_IT_CEL_SETS_P2
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.940Z
Delivery
Served from cache
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Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
rising
1y change
0.89
3y change
2.83
5y change
4.77
5y % change
7.9%
Historical percentile
96th
Peer percentile
100th
Peer deviation
12.7
Observations
14
Recency
2y
Window completeness
93%
›Favourable movement of 4.77 PT_POP over 5 years (2019 to 2024).
›Latest value sits at the 96th percentile of this country’s own observed history.
›Latest value ranks at the 100th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SH_H2O_BASW_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.823Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
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Direction of travel
rising
1y change
2.98
3y change
8.77
5y change
14.3
5y % change
27.9%
Historical percentile
96th
Peer percentile
100th
Peer deviation
52.6
Observations
14
Recency
2y
Window completeness
93%
›Favourable movement of 14.3 PT_POP over 5 years (2019 to 2024).
›Latest value sits at the 96th percentile of this country’s own observed history.
›Latest value ranks at the 100th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SH_STA_BASS_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.886Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Direction of travel
not computable
1y change
n/a
3y change
n/a
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
50th
Peer deviation
n/a
Observations
1
Recency
12y
Window completeness
7%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 12 years old (2014), beyond the 6 year limit for analytic use.
›Only 1 observation(s) available; 3 are required before any trend is computed.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SI_POV_GINI
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.844Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
-1.36
3y change
-4.01
5y change
-6.45
5y % change
-30.9%
Historical percentile
4th
Peer percentile
withheld
Peer deviation
n/a
Observations
12
Recency
4y
Window completeness
80%
›Peer comparison suppressed: this indicator is only interpretable against the country’s own history.
›Adverse movement of -6.45 PT_W over 5 years (2017 to 2022), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 4th percentile of this country’s own observed history.
›Magnitude reduced because the evidence is graded limited.
›Most recent observation is 4 years old (2022).
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SL_TLF_CACT_FE_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.978Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Direction of travel
rising
1y change
-0.00
3y change
0.02
5y change
0.05
5y % change
5.1%
Historical percentile
81th
Peer percentile
100th
Peer deviation
0.12
Observations
8
Recency
8y
Window completeness
53%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 8 years old (2018), beyond the 6 year limit for analytic use.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SE_ENR_PRSC_FM_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:49.963Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
flat
1y change
1.40
3y change
2.58
5y change
1.49
5y % change
3.5%
Historical percentile
94th
Peer percentile
60th
Peer deviation
9.63
Observations
9
Recency
7y
Window completeness
60%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 7 years old (2019), beyond the 6 year limit for analytic use.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_SE_SEC_ENRR
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.027Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
-0.06
3y change
-0.34
5y change
-0.47
5y % change
-31.7%
Historical percentile
3th
Peer percentile
20th
Peer deviation
n/a
Observations
15
Recency
1y
Window completeness
100%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Adverse movement of -0.47 U over 5 years (2020 to 2025), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 3th percentile of this country’s own observed history.
›Latest value ranks at the 20th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GOV_WGI_GE_EST
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.084Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal componentsHide signal components
Direction of travel
falling
1y change
-0.03
3y change
-0.14
5y change
-0.66
5y % change
-47.1%
Historical percentile
37th
Peer percentile
0th
Peer deviation
n/a
Observations
15
Recency
1y
Window completeness
100%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Adverse movement of -0.66 U over 5 years (2020 to 2025), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 37th percentile of this country’s own observed history.
›Latest value ranks at the 0th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GOV_WGI_PV_EST
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.055Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
Hide signal components
Direction of travel
falling
1y change
-0.07
3y change
-0.44
5y change
-0.56
5y % change
-42.8%
Historical percentile
3th
Peer percentile
20th
Peer deviation
n/a
Observations
15
Recency
1y
Window completeness
100%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Adverse movement of -0.56 U over 5 years (2020 to 2025), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 3th percentile of this country’s own observed history.
›Latest value ranks at the 20th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GOV_WGI_RL_EST
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.129Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
Show signal components
Hide signal components
Direction of travel
falling
1y change
-0.01
3y change
-0.12
5y change
-0.16
5y % change
-11.4%
Historical percentile
10th
Peer percentile
40th
Peer deviation
n/a
Observations
15
Recency
1y
Window completeness
100%
›Peer deviation reported as percentile rank only: levels are not directly comparable across these economies.
›Adverse movement of -0.16 U over 5 years (2020 to 2025), given that for this indicator a falling value indicates declining structural capacity.
›Latest value sits at the 10th percentile of this country’s own observed history.
›Latest value ranks at the 40th percentile of the curated peer set (5 economies with data).
Confidence: High confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GOV_WGI_CC_EST
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.185Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
-0.80
3y change
-0.29
5y change
3.53
5y % change
91.6%
Historical percentile
not computed
Peer percentile
withheld
Peer deviation
n/a
Observations
6
Recency
10y
Window completeness
40%
›Peer comparison suppressed: only 1 peer economies returned a value, below the minimum of 3.
›Insufficient evidence: data quality is inadequate for a defensible reading.
›Most recent observation is 10 years old (2016), beyond the 6 year limit for analytic use.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GC_TAX_TOTL_GD_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.162Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
n/a
3y change
n/a
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
withheld
Peer deviation
n/a
Observations
0
Recency
n/a
Window completeness
0%
›Peer comparison suppressed: only 1 peer economies returned a value, below the minimum of 3.
›Insufficient evidence: data quality is inadequate for a defensible reading.
›No observations returned for this indicator and country.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_GC_DOD_TOTL_GD_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.145Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
-0.05
3y change
-0.85
5y change
-1.35
5y % change
-59.4%
Historical percentile
not computed
Peer percentile
25th
Peer deviation
-1.74
Observations
7
Recency
5y
Window completeness
47%
›Indicator is contextual by design: it carries no normative direction and does not contribute to any domain signal.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_MS_MIL_XPND_GD_ZS
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.257Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.
1y change
n/a
3y change
n/a
5y change
n/a
5y % change
n/a
Historical percentile
not computed
Peer percentile
withheld
Peer deviation
n/a
Observations
0
Recency
n/a
Window completeness
0%
›Insufficient evidence: data quality is inadequate for a defensible reading.
›No observations returned for this indicator and country.
Confidence: Low confidenceSource and provenanceHide provenance
Provider
World Bank Data360
Dataset
WB_WDI
Indicator ID
WB_WDI_VC_IHR_PSRC_P5
Endpoint
/data360/data
Retrieved
2026-10-25T21:09:50.218Z
Delivery
Served from cache
License
Not recorded on this record
Attribution
Source data retrieved from the World Bank Data360 API. The World Bank does not endorse this application or any analytic judgment presented in it, and does not verify the methodology of third-party datasets it redistributes.