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data_dictionary.json

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+{
+  "version": "1.0.0",
+  "last_updated": "2025-06-22T17:55:07.055211",
+  "fields": [
+    {
+      "name": "geographic_id",
+      "type": "string",
+      "description": "Australian Statistical Geography Standard (ASGS) SA2 identifier",
+      "example": "101021001",
+      "constraints": {
+        "pattern": "^[0-9]{9}$"
+      }
+    },
+    {
+      "name": "geographic_name",
+      "type": "string",
+      "description": "Human-readable name of the SA2 area",
+      "example": "Sydney - Haymarket - The Rocks"
+    },
+    {
+      "name": "life_expectancy_years",
+      "type": "float",
+      "description": "Life expectancy at birth in years",
+      "example": 82.5,
+      "constraints": {
+        "min": 60,
+        "max": 100
+      }
+    },
+    {
+      "name": "smoking_prevalence_percent",
+      "type": "float",
+      "description": "Percentage of population who smoke regularly",
+      "example": 14.2,
+      "constraints": {
+        "min": 0,
+        "max": 100
+      }
+    }
+  ]
+}