Label synthetic dataset (banner + tag + data_type)

README.md

@@ -2,96 +2,103 @@
 pretty_name: African Public Debt Management
 license: cc-by-4.0
 task_categories:
-  - tabular-classification
-  - tabular-regression
+- tabular-classification
+- tabular-regression
 tags:
-  - governance
-  - public-debt
-  - fiscal-policy
-  - sub-saharan-africa
-  - synthetic
-  - lmic
-  - debt-sustainability
-  - macroeconomics
-  - development-economics
-  - debt-management
-  - africa
-  - imf
-  - world-bank
+- governance
+- public-debt
+- fiscal-policy
+- sub-saharan-africa
+- synthetic
+- lmic
+- debt-sustainability
+- macroeconomics
+- development-economics
+- debt-management
+- africa
+- imf
+- world-bank
 size_categories:
-  - 10K<n<100K
+- 10K<n<100K
 configs:
-  - config_name: baseline
-    data_files: data/baseline.csv
-  - config_name: debt_consolidation
-    data_files: data/debt_consolidation.csv
-  - config_name: debt_distress
-    data_files: data/debt_distress.csv
+- config_name: baseline
+  data_files: data/baseline.csv
+- config_name: debt_consolidation
+  data_files: data/debt_consolidation.csv
+- config_name: debt_distress
+  data_files: data/debt_distress.csv
 dataset_info:
-  description: |
-    Synthetic dataset of public debt management indicators for 12 Sub-Saharan African
+  description: 'Synthetic dataset of public debt management indicators for 12 Sub-Saharan
+    African
+
     countries across 3 policy scenarios, parameterized from IMF, World Bank, and AfDB
+
     reports.
+
+    '
   features:
-    - name: country
-      dtype: string
-      description: Country name
-    - name: year
-      dtype: int16
-      description: Observation year
-    - name: scenario
-      dtype: string
-      description: Policy scenario (baseline, debt_consolidation, debt_distress)
-    - name: debt_to_gdp_pct
-      dtype: float32
-      description: Total government debt as percentage of GDP
-    - name: external_debt_pct
-      dtype: float32
-      description: Share of total debt owed to external creditors (%)
-    - name: domestic_debt_pct
-      dtype: float32
-      description: Share of total debt held by domestic creditors (%)
-    - name: debt_service_ratio_pct
-      dtype: float32
-      description: Debt service payments as percentage of government revenue
-    - name: concessional_debt_pct
-      dtype: float32
-      description: Share of external debt on concessional terms (%)
-    - name: average_maturity_years
-      dtype: float32
-      description: Weighted average remaining maturity of debt stock (years)
-    - name: average_interest_rate_pct
-      dtype: float32
-      description: Weighted average effective interest rate on debt stock (%)
-    - name: debt_sustainability_rating
-      dtype: int8
-      description: Composite debt sustainability rating (1=low risk, 5=debt distress)
-    - name: refinancing_risk_score
-      dtype: float32
-      description: Refinancing risk score (0-100, higher = greater risk)
-    - name: primary_balance_pct
-      dtype: float32
-      description: Primary fiscal balance as percentage of GDP (positive = surplus)
-    - name: fiscal_space_score
-      dtype: float32
-      description: Fiscal space score (0-100, higher = more fiscal room)
-    - name: gdp_growth_pct
-      dtype: float32
-      description: Real GDP growth rate (%)
-    - name: inflation_pct
-      dtype: float32
-      description: Consumer price inflation (%)
-    - name: reserves_months_imports
-      dtype: float32
-      description: Foreign exchange reserves in months of import cover
-    - name: revenue_to_gdp_pct
-      dtype: float32
-      description: Government revenue as percentage of GDP
-    - name: expenditure_to_gdp_pct
-      dtype: float32
-      description: Government expenditure as percentage of GDP
+  - name: country
+    dtype: string
+    description: Country name
+  - name: year
+    dtype: int16
+    description: Observation year
+  - name: scenario
+    dtype: string
+    description: Policy scenario (baseline, debt_consolidation, debt_distress)
+  - name: debt_to_gdp_pct
+    dtype: float32
+    description: Total government debt as percentage of GDP
+  - name: external_debt_pct
+    dtype: float32
+    description: Share of total debt owed to external creditors (%)
+  - name: domestic_debt_pct
+    dtype: float32
+    description: Share of total debt held by domestic creditors (%)
+  - name: debt_service_ratio_pct
+    dtype: float32
+    description: Debt service payments as percentage of government revenue
+  - name: concessional_debt_pct
+    dtype: float32
+    description: Share of external debt on concessional terms (%)
+  - name: average_maturity_years
+    dtype: float32
+    description: Weighted average remaining maturity of debt stock (years)
+  - name: average_interest_rate_pct
+    dtype: float32
+    description: Weighted average effective interest rate on debt stock (%)
+  - name: debt_sustainability_rating
+    dtype: int8
+    description: Composite debt sustainability rating (1=low risk, 5=debt distress)
+  - name: refinancing_risk_score
+    dtype: float32
+    description: Refinancing risk score (0-100, higher = greater risk)
+  - name: primary_balance_pct
+    dtype: float32
+    description: Primary fiscal balance as percentage of GDP (positive = surplus)
+  - name: fiscal_space_score
+    dtype: float32
+    description: Fiscal space score (0-100, higher = more fiscal room)
+  - name: gdp_growth_pct
+    dtype: float32
+    description: Real GDP growth rate (%)
+  - name: inflation_pct
+    dtype: float32
+    description: Consumer price inflation (%)
+  - name: reserves_months_imports
+    dtype: float32
+    description: Foreign exchange reserves in months of import cover
+  - name: revenue_to_gdp_pct
+    dtype: float32
+    description: Government revenue as percentage of GDP
+  - name: expenditure_to_gdp_pct
+    dtype: float32
+    description: Government expenditure as percentage of GDP
+data_type: synthetic
 ---
 
+> ⚠️ **Synthetic dataset** — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.
+
 # African Public Debt Management Dataset
 
 ## Overview