// Global Educational Funding Data
// Data represents education spending per capita (USD), teacher training centers, and related metrics

const educationalFundingData = {
    "type": "FeatureCollection",
    "features": [
        // North America
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-95.7129, 37.0902]},
            "properties": {
                "country": "United States",
                "iso": "USA",
                "spendingPerCapita": 2850,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 62000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.92,
                "trainingCenters": 15
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-106.3468, 56.1304]},
            "properties": {
                "country": "Canada",
                "iso": "CAN",
                "spendingPerCapita": 2420,
                "budgetPercent": 5.3,
                "avgTeacherSalary": 58000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.93,
                "trainingCenters": 8
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-102.5528, 23.6345]},
            "properties": {
                "country": "Mexico",
                "iso": "MEX",
                "spendingPerCapita": 820,
                "budgetPercent": 4.9,
                "avgTeacherSalary": 18000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.76,
                "trainingCenters": 5
            }
        },
        // South America
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-47.9292, -15.8267]},
            "properties": {
                "country": "Brazil",
                "iso": "BRA",
                "spendingPerCapita": 1180,
                "budgetPercent": 6.2,
                "avgTeacherSalary": 22000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.76,
                "trainingCenters": 7
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-63.6167, -38.4161]},
            "properties": {
                "country": "Argentina",
                "iso": "ARG",
                "spendingPerCapita": 1350,
                "budgetPercent": 5.5,
                "avgTeacherSalary": 24000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.83,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-78.1834, -1.8312]},
            "properties": {
                "country": "Colombia",
                "iso": "COL",
                "spendingPerCapita": 720,
                "budgetPercent": 4.5,
                "avgTeacherSalary": 16000,
                "teacherStudentRatio": 25,
                "educationIndex": 0.74,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-71.5430, -9.1900]},
            "properties": {
                "country": "Peru",
                "iso": "PER",
                "spendingPerCapita": 580,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.75,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-70.6693, -33.4489]},
            "properties": {
                "country": "Chile",
                "iso": "CHL",
                "spendingPerCapita": 1520,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 28000,
                "teacherStudentRatio": 21,
                "educationIndex": 0.85,
                "trainingCenters": 3
            }
        },
        // Europe
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-3.7492, 40.4637]},
            "properties": {
                "country": "Spain",
                "iso": "ESP",
                "spendingPerCapita": 1680,
                "budgetPercent": 4.2,
                "avgTeacherSalary": 42000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.89,
                "trainingCenters": 6
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [2.2137, 46.2276]},
            "properties": {
                "country": "France",
                "iso": "FRA",
                "spendingPerCapita": 2180,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 45000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.90,
                "trainingCenters": 9
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [10.4515, 51.1657]},
            "properties": {
                "country": "Germany",
                "iso": "DEU",
                "spendingPerCapita": 2520,
                "budgetPercent": 4.8,
                "avgTeacherSalary": 68000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.94,
                "trainingCenters": 11
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [12.5674, 41.8719]},
            "properties": {
                "country": "Italy",
                "iso": "ITA",
                "spendingPerCapita": 1580,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 38000,
                "teacherStudentRatio": 11,
                "educationIndex": 0.88,
                "trainingCenters": 7
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-0.1278, 51.5074]},
            "properties": {
                "country": "United Kingdom",
                "iso": "GBR",
                "spendingPerCapita": 2240,
                "budgetPercent": 5.5,
                "avgTeacherSalary": 48000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.91,
                "trainingCenters": 10
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [18.6435, 60.1282]},
            "properties": {
                "country": "Sweden",
                "iso": "SWE",
                "spendingPerCapita": 3180,
                "budgetPercent": 7.6,
                "avgTeacherSalary": 52000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.95,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [10.7522, 59.9139]},
            "properties": {
                "country": "Norway",
                "iso": "NOR",
                "spendingPerCapita": 4280,
                "budgetPercent": 8.1,
                "avgTeacherSalary": 58000,
                "teacherStudentRatio": 10,
                "educationIndex": 0.96,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [25.7482, 61.9241]},
            "properties": {
                "country": "Finland",
                "iso": "FIN",
                "spendingPerCapita": 3680,
                "budgetPercent": 6.8,
                "avgTeacherSalary": 54000,
                "teacherStudentRatio": 11,
                "educationIndex": 0.95,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [12.5683, 55.6761]},
            "properties": {
                "country": "Denmark",
                "iso": "DNK",
                "spendingPerCapita": 3920,
                "budgetPercent": 7.8,
                "avgTeacherSalary": 56000,
                "teacherStudentRatio": 11,
                "educationIndex": 0.94,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [4.4699, 50.5039]},
            "properties": {
                "country": "Belgium",
                "iso": "BEL",
                "spendingPerCapita": 2480,
                "budgetPercent": 6.5,
                "avgTeacherSalary": 50000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.91,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [5.2913, 52.1326]},
            "properties": {
                "country": "Netherlands",
                "iso": "NLD",
                "spendingPerCapita": 2780,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 52000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.93,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [8.2275, 46.8182]},
            "properties": {
                "country": "Switzerland",
                "iso": "CHE",
                "spendingPerCapita": 4580,
                "budgetPercent": 5.1,
                "avgTeacherSalary": 72000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.95,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [14.5501, 47.5162]},
            "properties": {
                "country": "Austria",
                "iso": "AUT",
                "spendingPerCapita": 2680,
                "budgetPercent": 5.3,
                "avgTeacherSalary": 54000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.92,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [21.0122, 52.2297]},
            "properties": {
                "country": "Poland",
                "iso": "POL",
                "spendingPerCapita": 1180,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 26000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.87,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [19.5033, 47.1625]},
            "properties": {
                "country": "Hungary",
                "iso": "HUN",
                "spendingPerCapita": 980,
                "budgetPercent": 4.7,
                "avgTeacherSalary": 22000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.84,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [25.2797, 54.6872]},
            "properties": {
                "country": "Belarus",
                "iso": "BLR",
                "spendingPerCapita": 680,
                "budgetPercent": 4.8,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.82,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [31.1656, 48.3794]},
            "properties": {
                "country": "Ukraine",
                "iso": "UKR",
                "spendingPerCapita": 540,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.80,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [37.6173, 55.7558]},
            "properties": {
                "country": "Russia",
                "iso": "RUS",
                "spendingPerCapita": 780,
                "budgetPercent": 3.8,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.82,
                "trainingCenters": 12
            }
        },
        // Middle East
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [35.2433, 38.9637]},
            "properties": {
                "country": "Turkey",
                "iso": "TUR",
                "spendingPerCapita": 920,
                "budgetPercent": 4.3,
                "avgTeacherSalary": 18000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.78,
                "trainingCenters": 6
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [53.6880, 32.4279]},
            "properties": {
                "country": "Iran",
                "iso": "IRN",
                "spendingPerCapita": 680,
                "budgetPercent": 3.7,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.74,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [44.3661, 33.2232]},
            "properties": {
                "country": "Iraq",
                "iso": "IRQ",
                "spendingPerCapita": 420,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 32,
                "educationIndex": 0.65,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [47.4818, 29.3117]},
            "properties": {
                "country": "Kuwait",
                "iso": "KWT",
                "spendingPerCapita": 2180,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 38000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.81,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [45.0792, 23.8859]},
            "properties": {
                "country": "Saudi Arabia",
                "iso": "SAU",
                "spendingPerCapita": 2480,
                "budgetPercent": 5.1,
                "avgTeacherSalary": 42000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.79,
                "trainingCenters": 8
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [54.3773, 24.4539]},
            "properties": {
                "country": "UAE",
                "iso": "ARE",
                "spendingPerCapita": 3280,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 48000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.83,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [51.1839, 25.3548]},
            "properties": {
                "country": "Qatar",
                "iso": "QAT",
                "spendingPerCapita": 4180,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 52000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.84,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [35.9239, 31.9454]},
            "properties": {
                "country": "Jordan",
                "iso": "JOR",
                "spendingPerCapita": 620,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.74,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [35.8623, 33.8547]},
            "properties": {
                "country": "Lebanon",
                "iso": "LBN",
                "spendingPerCapita": 780,
                "budgetPercent": 2.5,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.76,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [34.8516, 31.0461]},
            "properties": {
                "country": "Israel",
                "iso": "ISR",
                "spendingPerCapita": 2680,
                "budgetPercent": 6.2,
                "avgTeacherSalary": 38000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.90,
                "trainingCenters": 4
            }
        },
        // Africa
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [30.8025, 26.8206]},
            "properties": {
                "country": "Egypt",
                "iso": "EGY",
                "spendingPerCapita": 380,
                "budgetPercent": 2.5,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 30,
                "educationIndex": 0.67,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [9.5375, 33.8869]},
            "properties": {
                "country": "Tunisia",
                "iso": "TUN",
                "spendingPerCapita": 480,
                "budgetPercent": 6.6,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.71,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [1.6596, 28.0339]},
            "properties": {
                "country": "Algeria",
                "iso": "DZA",
                "spendingPerCapita": 520,
                "budgetPercent": 4.3,
                "avgTeacherSalary": 9000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.70,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-7.0926, 31.7917]},
            "properties": {
                "country": "Morocco",
                "iso": "MAR",
                "spendingPerCapita": 420,
                "budgetPercent": 5.3,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.68,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [28.0473, -26.2041]},
            "properties": {
                "country": "South Africa",
                "iso": "ZAF",
                "spendingPerCapita": 780,
                "budgetPercent": 6.5,
                "avgTeacherSalary": 16000,
                "teacherStudentRatio": 32,
                "educationIndex": 0.72,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [36.8219, -1.2921]},
            "properties": {
                "country": "Kenya",
                "iso": "KEN",
                "spendingPerCapita": 280,
                "budgetPercent": 5.3,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 38,
                "educationIndex": 0.63,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [32.2903, -0.3476]},
            "properties": {
                "country": "Uganda",
                "iso": "UGA",
                "spendingPerCapita": 180,
                "budgetPercent": 2.3,
                "avgTeacherSalary": 2500,
                "teacherStudentRatio": 45,
                "educationIndex": 0.58,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [34.8888, -6.3690]},
            "properties": {
                "country": "Tanzania",
                "iso": "TZA",
                "spendingPerCapita": 220,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 3200,
                "teacherStudentRatio": 42,
                "educationIndex": 0.59,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [7.5399, 9.0820]},
            "properties": {
                "country": "Nigeria",
                "iso": "NGA",
                "spendingPerCapita": 180,
                "budgetPercent": 2.0,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 40,
                "educationIndex": 0.56,
                "trainingCenters": 6
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-1.0232, 7.9465]},
            "properties": {
                "country": "Ghana",
                "iso": "GHA",
                "spendingPerCapita": 280,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 4500,
                "teacherStudentRatio": 36,
                "educationIndex": 0.62,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [23.4208, 17.6078]},
            "properties": {
                "country": "Chad",
                "iso": "TCD",
                "spendingPerCapita": 120,
                "budgetPercent": 2.9,
                "avgTeacherSalary": 2000,
                "teacherStudentRatio": 58,
                "educationIndex": 0.42,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [21.7587, -4.0383]},
            "properties": {
                "country": "DR Congo",
                "iso": "COD",
                "spendingPerCapita": 80,
                "budgetPercent": 1.5,
                "avgTeacherSalary": 1500,
                "teacherStudentRatio": 52,
                "educationIndex": 0.48,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [38.7578, 9.1450]},
            "properties": {
                "country": "Ethiopia",
                "iso": "ETH",
                "spendingPerCapita": 140,
                "budgetPercent": 4.7,
                "avgTeacherSalary": 2200,
                "teacherStudentRatio": 48,
                "educationIndex": 0.52,
                "trainingCenters": 3
            }
        },
        // Asia
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [104.1954, 35.8617]},
            "properties": {
                "country": "China",
                "iso": "CHN",
                "spendingPerCapita": 680,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 18000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.76,
                "trainingCenters": 28
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [78.9629, 20.5937]},
            "properties": {
                "country": "India",
                "iso": "IND",
                "spendingPerCapita": 280,
                "budgetPercent": 3.1,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 32,
                "educationIndex": 0.64,
                "trainingCenters": 18
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [138.2529, 36.2048]},
            "properties": {
                "country": "Japan",
                "iso": "JPN",
                "spendingPerCapita": 2180,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 48000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.92,
                "trainingCenters": 12
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [127.7669, 35.9078]},
            "properties": {
                "country": "South Korea",
                "iso": "KOR",
                "spendingPerCapita": 2480,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 52000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.93,
                "trainingCenters": 8
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [114.1095, 22.3193]},
            "properties": {
                "country": "Hong Kong",
                "iso": "HKG",
                "spendingPerCapita": 3180,
                "budgetPercent": 3.3,
                "avgTeacherSalary": 58000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.91,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [103.8198, 1.3521]},
            "properties": {
                "country": "Singapore",
                "iso": "SGP",
                "spendingPerCapita": 4280,
                "budgetPercent": 2.9,
                "avgTeacherSalary": 62000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.95,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [101.9758, 4.2105]},
            "properties": {
                "country": "Malaysia",
                "iso": "MYS",
                "spendingPerCapita": 920,
                "budgetPercent": 4.8,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.78,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [100.9925, 15.8700]},
            "properties": {
                "country": "Thailand",
                "iso": "THA",
                "spendingPerCapita": 680,
                "budgetPercent": 3.8,
                "avgTeacherSalary": 11000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.75,
                "trainingCenters": 5
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [105.3188, 10.8231]},
            "properties": {
                "country": "Vietnam",
                "iso": "VNM",
                "spendingPerCapita": 420,
                "budgetPercent": 5.7,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.71,
                "trainingCenters": 6
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [113.9213, -0.7893]},
            "properties": {
                "country": "Indonesia",
                "iso": "IDN",
                "spendingPerCapita": 320,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.69,
                "trainingCenters": 8
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [121.7740, 12.8797]},
            "properties": {
                "country": "Philippines",
                "iso": "PHL",
                "spendingPerCapita": 380,
                "budgetPercent": 2.7,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.72,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [67.7090, 33.9391]},
            "properties": {
                "country": "Afghanistan",
                "iso": "AFG",
                "spendingPerCapita": 120,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 2000,
                "teacherStudentRatio": 55,
                "educationIndex": 0.48,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [69.3451, 30.3753]},
            "properties": {
                "country": "Pakistan",
                "iso": "PAK",
                "spendingPerCapita": 180,
                "budgetPercent": 2.4,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 42,
                "educationIndex": 0.56,
                "trainingCenters": 6
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [84.1240, 28.3949]},
            "properties": {
                "country": "Nepal",
                "iso": "NPL",
                "spendingPerCapita": 220,
                "budgetPercent": 5.2,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 36,
                "educationIndex": 0.59,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [90.3563, 23.6850]},
            "properties": {
                "country": "Bangladesh",
                "iso": "BGD",
                "spendingPerCapita": 180,
                "budgetPercent": 2.1,
                "avgTeacherSalary": 2800,
                "teacherStudentRatio": 38,
                "educationIndex": 0.61,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [80.7718, 7.8731]},
            "properties": {
                "country": "Sri Lanka",
                "iso": "LKA",
                "spendingPerCapita": 320,
                "budgetPercent": 2.2,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.78,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [95.9560, 21.9162]},
            "properties": {
                "country": "Myanmar",
                "iso": "MMR",
                "spendingPerCapita": 180,
                "budgetPercent": 2.0,
                "avgTeacherSalary": 2500,
                "teacherStudentRatio": 34,
                "educationIndex": 0.58,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [106.8456, 47.8864]},
            "properties": {
                "country": "Mongolia",
                "iso": "MNG",
                "spendingPerCapita": 520,
                "budgetPercent": 5.2,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.74,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [66.9237, 48.0196]},
            "properties": {
                "country": "Kazakhstan",
                "iso": "KAZ",
                "spendingPerCapita": 680,
                "budgetPercent": 2.9,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.80,
                "trainingCenters": 3
            }
        },
        // Oceania
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [133.7751, -25.2744]},
            "properties": {
                "country": "Australia",
                "iso": "AUS",
                "spendingPerCapita": 2880,
                "budgetPercent": 5.3,
                "avgTeacherSalary": 56000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.94,
                "trainingCenters": 7
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [174.8860, -40.9006]},
            "properties": {
                "country": "New Zealand",
                "iso": "NZL",
                "spendingPerCapita": 2680,
                "budgetPercent": 6.4,
                "avgTeacherSalary": 48000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.93,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [143.9555, -6.3149]},
            "properties": {
                "country": "Papua New Guinea",
                "iso": "PNG",
                "spendingPerCapita": 180,
                "budgetPercent": 1.8,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 46,
                "educationIndex": 0.54,
                "trainingCenters": 1
            }
        },
        // Central America & Caribbean
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-88.4966, 15.7835]},
            "properties": {
                "country": "Honduras",
                "iso": "HND",
                "spendingPerCapita": 420,
                "budgetPercent": 6.0,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.63,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-84.0907, 9.7489]},
            "properties": {
                "country": "Costa Rica",
                "iso": "CRI",
                "spendingPerCapita": 1180,
                "budgetPercent": 7.4,
                "avgTeacherSalary": 16000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.81,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-77.7812, 18.1096]},
            "properties": {
                "country": "Jamaica",
                "iso": "JAM",
                "spendingPerCapita": 680,
                "budgetPercent": 5.4,
                "avgTeacherSalary": 9000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.73,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-70.1627, 18.7357]},
            "properties": {
                "country": "Dominican Republic",
                "iso": "DOM",
                "spendingPerCapita": 480,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.74,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-72.2852, 18.9712]},
            "properties": {
                "country": "Haiti",
                "iso": "HTI",
                "spendingPerCapita": 140,
                "budgetPercent": 1.5,
                "avgTeacherSalary": 2000,
                "trainingCenters": 1,
                "teacherStudentRatio": 48,
                "educationIndex": 0.50
            }
        },
        // Additional Asian countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [64.5853, 41.3775]},
            "properties": {
                "country": "Uzbekistan",
                "iso": "UZB",
                "spendingPerCapita": 420,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.72,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [74.7661, 37.9927]},
            "properties": {
                "country": "Tajikistan",
                "iso": "TJK",
                "spendingPerCapita": 280,
                "budgetPercent": 5.2,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.68,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [58.3794, 38.9697]},
            "properties": {
                "country": "Turkmenistan",
                "iso": "TKM",
                "spendingPerCapita": 380,
                "budgetPercent": 3.1,
                "avgTeacherSalary": 5500,
                "teacherStudentRatio": 22,
                "educationIndex": 0.71,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [74.7661, 42.8746]},
            "properties": {
                "country": "Kyrgyzstan",
                "iso": "KGZ",
                "spendingPerCapita": 380,
                "budgetPercent": 6.2,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.70,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [47.5769, 40.1431]},
            "properties": {
                "country": "Armenia",
                "iso": "ARM",
                "spendingPerCapita": 520,
                "budgetPercent": 2.7,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.76,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [44.7939, 41.7151]},
            "properties": {
                "country": "Georgia",
                "iso": "GEO",
                "spendingPerCapita": 480,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 6500,
                "teacherStudentRatio": 16,
                "educationIndex": 0.79,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [47.5769, 40.1431]},
            "properties": {
                "country": "Azerbaijan",
                "iso": "AZE",
                "spendingPerCapita": 420,
                "budgetPercent": 2.9,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.75,
                "trainingCenters": 2
            }
        },
        // Additional European countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [25.2798, 45.9432]},
            "properties": {
                "country": "Romania",
                "iso": "ROU",
                "spendingPerCapita": 820,
                "budgetPercent": 3.1,
                "avgTeacherSalary": 16000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.83,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [23.3219, 42.7339]},
            "properties": {
                "country": "Bulgaria",
                "iso": "BGR",
                "spendingPerCapita": 680,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.81,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [21.0059, 41.6086]},
            "properties": {
                "country": "North Macedonia",
                "iso": "MKD",
                "spendingPerCapita": 520,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 17,
                "educationIndex": 0.77,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [20.9683, 44.0165]},
            "properties": {
                "country": "Serbia",
                "iso": "SRB",
                "spendingPerCapita": 620,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.79,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [17.6790, 43.8563]},
            "properties": {
                "country": "Bosnia and Herzegovina",
                "iso": "BIH",
                "spendingPerCapita": 480,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 11000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.75,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [15.2003, 45.1000]},
            "properties": {
                "country": "Croatia",
                "iso": "HRV",
                "spendingPerCapita": 920,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 18000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.85,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [14.9955, 46.1512]},
            "properties": {
                "country": "Slovenia",
                "iso": "SVN",
                "spendingPerCapita": 1680,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 32000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.90,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [19.5033, 48.6690]},
            "properties": {
                "country": "Slovakia",
                "iso": "SVK",
                "spendingPerCapita": 1080,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 20000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.86,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [15.4729, 49.8175]},
            "properties": {
                "country": "Czech Republic",
                "iso": "CZE",
                "spendingPerCapita": 1380,
                "budgetPercent": 4.5,
                "avgTeacherSalary": 26000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.89,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [25.0136, 58.5953]},
            "properties": {
                "country": "Estonia",
                "iso": "EST",
                "spendingPerCapita": 1880,
                "budgetPercent": 5.2,
                "avgTeacherSalary": 28000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.89,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [24.6032, 56.8796]},
            "properties": {
                "country": "Latvia",
                "iso": "LVA",
                "spendingPerCapita": 1280,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 20000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.87,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [23.8813, 54.6872]},
            "properties": {
                "country": "Lithuania",
                "iso": "LTU",
                "spendingPerCapita": 1380,
                "budgetPercent": 4.2,
                "avgTeacherSalary": 22000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.88,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-8.2245, 39.3999]},
            "properties": {
                "country": "Portugal",
                "iso": "PRT",
                "spendingPerCapita": 1580,
                "budgetPercent": 4.9,
                "avgTeacherSalary": 34000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.86,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [20.1683, 42.7087]},
            "properties": {
                "country": "Albania",
                "iso": "ALB",
                "spendingPerCapita": 420,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 19,
                "educationIndex": 0.74,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [21.0122, 43.9159]},
            "properties": {
                "country": "Kosovo",
                "iso": "XKX",
                "spendingPerCapita": 380,
                "budgetPercent": 4.3,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.70,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [19.2595, 42.4304]},
            "properties": {
                "country": "Montenegro",
                "iso": "MNE",
                "spendingPerCapita": 520,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 11000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.81,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [23.3219, 37.9838]},
            "properties": {
                "country": "Greece",
                "iso": "GRC",
                "spendingPerCapita": 1280,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 32000,
                "teacherStudentRatio": 10,
                "educationIndex": 0.88,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [35.2433, 38.9637]},
            "properties": {
                "country": "Cyprus",
                "iso": "CYP",
                "spendingPerCapita": 1680,
                "budgetPercent": 6.1,
                "avgTeacherSalary": 34000,
                "teacherStudentRatio": 13,
                "educationIndex": 0.87,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [14.5501, 35.9375]},
            "properties": {
                "country": "Malta",
                "iso": "MLT",
                "spendingPerCapita": 1480,
                "budgetPercent": 5.5,
                "avgTeacherSalary": 30000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.85,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-6.9118, 62.0107]},
            "properties": {
                "country": "Iceland",
                "iso": "ISL",
                "spendingPerCapita": 3880,
                "budgetPercent": 7.7,
                "avgTeacherSalary": 48000,
                "teacherStudentRatio": 11,
                "educationIndex": 0.94,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [6.1432, 49.8153]},
            "properties": {
                "country": "Luxembourg",
                "iso": "LUX",
                "spendingPerCapita": 5280,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 92000,
                "teacherStudentRatio": 9,
                "educationIndex": 0.93,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-18.5610, 64.9631]},
            "properties": {
                "country": "Ireland",
                "iso": "IRL",
                "spendingPerCapita": 2180,
                "budgetPercent": 3.4,
                "avgTeacherSalary": 46000,
                "teacherStudentRatio": 15,
                "educationIndex": 0.93,
                "trainingCenters": 2
            }
        },
        // Additional African countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [9.5375, 6.5244]},
            "properties": {
                "country": "Cameroon",
                "iso": "CMR",
                "spendingPerCapita": 220,
                "budgetPercent": 3.1,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 40,
                "educationIndex": 0.58,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-5.5471, 7.5400]},
            "properties": {
                "country": "Ivory Coast",
                "iso": "CIV",
                "spendingPerCapita": 280,
                "budgetPercent": 3.3,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 38,
                "educationIndex": 0.55,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-1.0232, 12.2383]},
            "properties": {
                "country": "Burkina Faso",
                "iso": "BFA",
                "spendingPerCapita": 160,
                "budgetPercent": 4.2,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 50,
                "educationIndex": 0.45,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-9.6966, 9.9456]},
            "properties": {
                "country": "Guinea",
                "iso": "GIN",
                "spendingPerCapita": 140,
                "budgetPercent": 2.5,
                "avgTeacherSalary": 2500,
                "teacherStudentRatio": 44,
                "educationIndex": 0.46,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-11.7799, 8.4606]},
            "properties": {
                "country": "Sierra Leone",
                "iso": "SLE",
                "spendingPerCapita": 120,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 2000,
                "teacherStudentRatio": 46,
                "educationIndex": 0.48,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-9.4295, 6.4281]},
            "properties": {
                "country": "Liberia",
                "iso": "LBR",
                "spendingPerCapita": 100,
                "budgetPercent": 2.8,
                "avgTeacherSalary": 1800,
                "teacherStudentRatio": 48,
                "educationIndex": 0.46,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-8.0034, 31.7917]},
            "properties": {
                "country": "Senegal",
                "iso": "SEN",
                "spendingPerCapita": 220,
                "budgetPercent": 5.1,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 36,
                "educationIndex": 0.52,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [1.0232, 6.1319]},
            "properties": {
                "country": "Togo",
                "iso": "TGO",
                "spendingPerCapita": 160,
                "budgetPercent": 4.5,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 42,
                "educationIndex": 0.51,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [2.3158, 9.3077]},
            "properties": {
                "country": "Benin",
                "iso": "BEN",
                "spendingPerCapita": 180,
                "budgetPercent": 4.0,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 40,
                "educationIndex": 0.54,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [2.1154, 13.5317]},
            "properties": {
                "country": "Niger",
                "iso": "NER",
                "spendingPerCapita": 100,
                "budgetPercent": 3.5,
                "avgTeacherSalary": 2200,
                "teacherStudentRatio": 56,
                "educationIndex": 0.39,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-3.9966, 17.5707]},
            "properties": {
                "country": "Mali",
                "iso": "MLI",
                "spendingPerCapita": 140,
                "budgetPercent": 3.8,
                "avgTeacherSalary": 2800,
                "teacherStudentRatio": 52,
                "educationIndex": 0.43,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-15.3101, 18.0735]},
            "properties": {
                "country": "Mauritania",
                "iso": "MRT",
                "spendingPerCapita": 180,
                "budgetPercent": 2.6,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 44,
                "educationIndex": 0.52,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [29.8739, -1.9403]},
            "properties": {
                "country": "Rwanda",
                "iso": "RWA",
                "spendingPerCapita": 220,
                "budgetPercent": 3.3,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 38,
                "educationIndex": 0.55,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [29.9189, -3.3731]},
            "properties": {
                "country": "Burundi",
                "iso": "BDI",
                "spendingPerCapita": 120,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 2000,
                "teacherStudentRatio": 50,
                "educationIndex": 0.43,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [43.3333, -11.6455]},
            "properties": {
                "country": "Comoros",
                "iso": "COM",
                "spendingPerCapita": 180,
                "budgetPercent": 2.5,
                "avgTeacherSalary": 2500,
                "teacherStudentRatio": 40,
                "educationIndex": 0.54,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [46.8691, -18.7669]},
            "properties": {
                "country": "Madagascar",
                "iso": "MDG",
                "spendingPerCapita": 140,
                "budgetPercent": 2.8,
                "avgTeacherSalary": 2200,
                "teacherStudentRatio": 44,
                "educationIndex": 0.53,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [57.5522, -20.3484]},
            "properties": {
                "country": "Mauritius",
                "iso": "MUS",
                "spendingPerCapita": 680,
                "budgetPercent": 4.8,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.80,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [35.5296, -13.2543]},
            "properties": {
                "country": "Malawi",
                "iso": "MWI",
                "spendingPerCapita": 140,
                "budgetPercent": 4.7,
                "avgTeacherSalary": 2400,
                "teacherStudentRatio": 54,
                "educationIndex": 0.48,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [30.2176, -15.4167]},
            "properties": {
                "country": "Zambia",
                "iso": "ZMB",
                "spendingPerCapita": 220,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 3800,
                "teacherStudentRatio": 46,
                "educationIndex": 0.58,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [29.1549, -19.0154]},
            "properties": {
                "country": "Zimbabwe",
                "iso": "ZWE",
                "spendingPerCapita": 180,
                "budgetPercent": 4.6,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 40,
                "educationIndex": 0.61,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [24.6849, -22.3285]},
            "properties": {
                "country": "Botswana",
                "iso": "BWA",
                "spendingPerCapita": 680,
                "budgetPercent": 7.0,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.73,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [18.4241, -22.5597]},
            "properties": {
                "country": "Namibia",
                "iso": "NAM",
                "spendingPerCapita": 820,
                "budgetPercent": 8.1,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.70,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [31.4659, -26.5225]},
            "properties": {
                "country": "Eswatini",
                "iso": "SWZ",
                "spendingPerCapita": 520,
                "budgetPercent": 7.1,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 30,
                "educationIndex": 0.64,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [28.2293, -29.6099]},
            "properties": {
                "country": "Lesotho",
                "iso": "LSO",
                "spendingPerCapita": 420,
                "budgetPercent": 6.4,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 34,
                "educationIndex": 0.61,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [40.4897, -3.3697]},
            "properties": {
                "country": "Somalia",
                "iso": "SOM",
                "spendingPerCapita": 60,
                "budgetPercent": 0.9,
                "avgTeacherSalary": 1200,
                "teacherStudentRatio": 62,
                "educationIndex": 0.35,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [42.9319, 11.8251]},
            "properties": {
                "country": "Djibouti",
                "iso": "DJI",
                "spendingPerCapita": 280,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 36,
                "educationIndex": 0.52,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [38.7469, 15.1794]},
            "properties": {
                "country": "Eritrea",
                "iso": "ERI",
                "spendingPerCapita": 120,
                "budgetPercent": 2.1,
                "avgTeacherSalary": 2000,
                "teacherStudentRatio": 50,
                "educationIndex": 0.44,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [34.3015, 9.1450]},
            "properties": {
                "country": "South Sudan",
                "iso": "SSD",
                "spendingPerCapita": 80,
                "budgetPercent": 1.2,
                "avgTeacherSalary": 1400,
                "teacherStudentRatio": 60,
                "educationIndex": 0.38,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [30.2176, 12.8628]},
            "properties": {
                "country": "Sudan",
                "iso": "SDN",
                "spendingPerCapita": 140,
                "budgetPercent": 2.2,
                "avgTeacherSalary": 2400,
                "teacherStudentRatio": 48,
                "educationIndex": 0.50,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [17.8739, 3.8480]},
            "properties": {
                "country": "Central African Republic",
                "iso": "CAF",
                "spendingPerCapita": 60,
                "budgetPercent": 1.2,
                "avgTeacherSalary": 1200,
                "teacherStudentRatio": 64,
                "educationIndex": 0.38,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [18.7322, 4.0383]},
            "properties": {
                "country": "Republic of the Congo",
                "iso": "COG",
                "spendingPerCapita": 220,
                "budgetPercent": 4.5,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 42,
                "educationIndex": 0.57,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [11.6094, -0.8037]},
            "properties": {
                "country": "Gabon",
                "iso": "GAB",
                "spendingPerCapita": 680,
                "budgetPercent": 2.7,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.70,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [11.6094, 1.6508]},
            "properties": {
                "country": "Equatorial Guinea",
                "iso": "GNQ",
                "spendingPerCapita": 420,
                "budgetPercent": 0.6,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.60,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [6.6131, 0.1864]},
            "properties": {
                "country": "Sao Tome and Principe",
                "iso": "STP",
                "spendingPerCapita": 280,
                "budgetPercent": 3.7,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 30,
                "educationIndex": 0.61,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [8.4606, -11.2027]},
            "properties": {
                "country": "Angola",
                "iso": "AGO",
                "spendingPerCapita": 280,
                "budgetPercent": 3.4,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 44,
                "educationIndex": 0.58,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [24.0083, -17.8252]},
            "properties": {
                "country": "Mozambique",
                "iso": "MOZ",
                "spendingPerCapita": 160,
                "budgetPercent": 6.5,
                "avgTeacherSalary": 2800,
                "teacherStudentRatio": 54,
                "educationIndex": 0.46,
                "trainingCenters": 2
            }
        },
        // Additional South American countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-66.5897, -16.2902]},
            "properties": {
                "country": "Bolivia",
                "iso": "BOL",
                "spendingPerCapita": 480,
                "budgetPercent": 7.3,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.71,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-77.0428, -12.0464]},
            "properties": {
                "country": "Ecuador",
                "iso": "ECU",
                "spendingPerCapita": 620,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.76,
                "trainingCenters": 3
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-66.5897, 6.4238]},
            "properties": {
                "country": "Venezuela",
                "iso": "VEN",
                "spendingPerCapita": 320,
                "budgetPercent": 3.7,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.72,
                "trainingCenters": 4
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-58.4438, 4.8604]},
            "properties": {
                "country": "Guyana",
                "iso": "GUY",
                "spendingPerCapita": 420,
                "budgetPercent": 6.6,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.68,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-55.9040, 3.9193]},
            "properties": {
                "country": "Suriname",
                "iso": "SUR",
                "spendingPerCapita": 520,
                "budgetPercent": 4.1,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.72,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-56.0272, -34.9011]},
            "properties": {
                "country": "Uruguay",
                "iso": "URY",
                "spendingPerCapita": 1280,
                "budgetPercent": 4.9,
                "avgTeacherSalary": 20000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.81,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-58.4438, -25.2637]},
            "properties": {
                "country": "Paraguay",
                "iso": "PRY",
                "spendingPerCapita": 520,
                "budgetPercent": 5.0,
                "avgTeacherSalary": 9000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.74,
                "trainingCenters": 2
            }
        },
        // Additional Central American countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-90.2308, 15.7835]},
            "properties": {
                "country": "Guatemala",
                "iso": "GTM",
                "spendingPerCapita": 380,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 30,
                "educationIndex": 0.66,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-88.8965, 13.7942]},
            "properties": {
                "country": "El Salvador",
                "iso": "SLV",
                "spendingPerCapita": 420,
                "budgetPercent": 3.6,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 26,
                "educationIndex": 0.68,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-86.2419, 12.8654]},
            "properties": {
                "country": "Nicaragua",
                "iso": "NIC",
                "spendingPerCapita": 320,
                "budgetPercent": 4.3,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.66,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-80.7821, 8.5380]},
            "properties": {
                "country": "Panama",
                "iso": "PAN",
                "spendingPerCapita": 820,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 14000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.79,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-87.2155, 17.1899]},
            "properties": {
                "country": "Belize",
                "iso": "BLZ",
                "spendingPerCapita": 620,
                "budgetPercent": 7.4,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.72,
                "trainingCenters": 1
            }
        },
        // Additional Caribbean
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-61.2225, 13.9094]},
            "properties": {
                "country": "Saint Lucia",
                "iso": "LCA",
                "spendingPerCapita": 820,
                "budgetPercent": 3.8,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.75,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-61.5511, 10.6918]},
            "properties": {
                "country": "Trinidad and Tobago",
                "iso": "TTO",
                "spendingPerCapita": 980,
                "budgetPercent": 3.2,
                "avgTeacherSalary": 16000,
                "teacherStudentRatio": 19,
                "educationIndex": 0.78,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-59.5432, 13.1939]},
            "properties": {
                "country": "Barbados",
                "iso": "BRB",
                "spendingPerCapita": 1180,
                "budgetPercent": 4.7,
                "avgTeacherSalary": 18000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.80,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-80.7821, 21.5218]},
            "properties": {
                "country": "Cuba",
                "iso": "CUB",
                "spendingPerCapita": 920,
                "budgetPercent": 12.8,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.83,
                "trainingCenters": 4
            }
        },
        // Additional Asian countries
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [102.4955, 19.8563]},
            "properties": {
                "country": "Laos",
                "iso": "LAO",
                "spendingPerCapita": 280,
                "budgetPercent": 3.1,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.60,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [104.9910, 11.5564]},
            "properties": {
                "country": "Cambodia",
                "iso": "KHM",
                "spendingPerCapita": 220,
                "budgetPercent": 2.2,
                "avgTeacherSalary": 3500,
                "teacherStudentRatio": 32,
                "educationIndex": 0.59,
                "trainingCenters": 2
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [96.1951, 19.7633]},
            "properties": {
                "country": "East Timor",
                "iso": "TLS",
                "spendingPerCapita": 220,
                "budgetPercent": 3.8,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 34,
                "educationIndex": 0.61,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [89.0917, 27.5142]},
            "properties": {
                "country": "Bhutan",
                "iso": "BTN",
                "spendingPerCapita": 520,
                "budgetPercent": 7.4,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.66,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [73.2207, 4.1755]},
            "properties": {
                "country": "Maldives",
                "iso": "MDV",
                "spendingPerCapita": 820,
                "budgetPercent": 4.1,
                "avgTeacherSalary": 12000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.74,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [96.1951, 21.9162]},
            "properties": {
                "country": "Brunei",
                "iso": "BRN",
                "spendingPerCapita": 2680,
                "budgetPercent": 4.4,
                "avgTeacherSalary": 40000,
                "teacherStudentRatio": 11,
                "educationIndex": 0.85,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [125.7625, 7.3697]},
            "properties": {
                "country": "Palau",
                "iso": "PLW",
                "spendingPerCapita": 1480,
                "budgetPercent": 6.5,
                "avgTeacherSalary": 22000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.78,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [158.2150, 6.9248]},
            "properties": {
                "country": "Micronesia",
                "iso": "FSM",
                "spendingPerCapita": 680,
                "budgetPercent": 12.5,
                "avgTeacherSalary": 10000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.67,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [171.1845, -8.5167]},
            "properties": {
                "country": "Tuvalu",
                "iso": "TUV",
                "spendingPerCapita": 520,
                "budgetPercent": 9.1,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 16,
                "educationIndex": 0.69,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [179.4144, -8.5211]},
            "properties": {
                "country": "Fiji",
                "iso": "FJI",
                "spendingPerCapita": 620,
                "budgetPercent": 3.9,
                "avgTeacherSalary": 9000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.74,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [166.9315, -0.5477]},
            "properties": {
                "country": "Kiribati",
                "iso": "KIR",
                "spendingPerCapita": 420,
                "budgetPercent": 11.5,
                "avgTeacherSalary": 6000,
                "teacherStudentRatio": 24,
                "educationIndex": 0.63,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [167.9547, -17.7334]},
            "properties": {
                "country": "Vanuatu",
                "iso": "VUT",
                "spendingPerCapita": 420,
                "budgetPercent": 4.8,
                "avgTeacherSalary": 7000,
                "teacherStudentRatio": 22,
                "educationIndex": 0.61,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [160.1562, -9.6457]},
            "properties": {
                "country": "Solomon Islands",
                "iso": "SLB",
                "spendingPerCapita": 320,
                "budgetPercent": 3.0,
                "avgTeacherSalary": 5000,
                "teacherStudentRatio": 28,
                "educationIndex": 0.56,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-171.7513, -13.7590]},
            "properties": {
                "country": "Samoa",
                "iso": "WSM",
                "spendingPerCapita": 620,
                "budgetPercent": 5.1,
                "avgTeacherSalary": 8000,
                "teacherStudentRatio": 20,
                "educationIndex": 0.72,
                "trainingCenters": 1
            }
        },
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [-175.1982, -21.1789]},
            "properties": {
                "country": "Tonga",
                "iso": "TON",
                "spendingPerCapita": 680,
                "budgetPercent": 4.1,
                "avgTeacherSalary": 9000,
                "teacherStudentRatio": 18,
                "educationIndex": 0.73,
                "trainingCenters": 1
            }
        },
        // North Korea
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [127.5101, 40.3399]},
            "properties": {
                "country": "North Korea",
                "iso": "PRK",
                "spendingPerCapita": 180,
                "budgetPercent": 3.0,
                "avgTeacherSalary": 2500,
                "teacherStudentRatio": 24,
                "educationIndex": 0.65,
                "trainingCenters": 3
            }
        },
        // Yemen
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [48.5164, 15.5527]},
            "properties": {
                "country": "Yemen",
                "iso": "YEM",
                "spendingPerCapita": 180,
                "budgetPercent": 2.5,
                "avgTeacherSalary": 3000,
                "teacherStudentRatio": 42,
                "educationIndex": 0.49,
                "trainingCenters": 2
            }
        },
        // Oman
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [55.9233, 21.4735]},
            "properties": {
                "country": "Oman",
                "iso": "OMN",
                "spendingPerCapita": 1880,
                "budgetPercent": 6.2,
                "avgTeacherSalary": 32000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.79,
                "trainingCenters": 3
            }
        },
        // Bahrain
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [50.5577, 26.0667]},
            "properties": {
                "country": "Bahrain",
                "iso": "BHR",
                "spendingPerCapita": 2180,
                "budgetPercent": 2.3,
                "avgTeacherSalary": 38000,
                "teacherStudentRatio": 12,
                "educationIndex": 0.84,
                "trainingCenters": 2
            }
        },
        // Syria
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [38.9968, 34.8021]},
            "properties": {
                "country": "Syria",
                "iso": "SYR",
                "spendingPerCapita": 220,
                "budgetPercent": 3.3,
                "avgTeacherSalary": 4000,
                "teacherStudentRatio": 36,
                "educationIndex": 0.58,
                "trainingCenters": 2
            }
        },
        // Taiwan
        {
            "type": "Feature",
            "geometry": {"type": "Point", "coordinates": [120.9605, 23.6978]},
            "properties": {
                "country": "Taiwan",
                "iso": "TWN",
                "spendingPerCapita": 2380,
                "budgetPercent": 4.9,
                "avgTeacherSalary": 46000,
                "teacherStudentRatio": 14,
                "educationIndex": 0.91,
                "trainingCenters": 6
            }
        }
    ]
};

// Teacher Training Centers GeoJSON
const trainingCentersData = {
    "type": "FeatureCollection",
    "features": []
};

// Generate teacher training center points based on country data
educationalFundingData.features.forEach(country => {
    const numCenters = country.properties.trainingCenters || 0;
    const [baseLng, baseLat] = country.geometry.coordinates;

    for (let i = 0; i < numCenters; i++) {
        // Distribute centers around the country center with slight random offset
        const lngOffset = (Math.random() - 0.5) * 10;
        const latOffset = (Math.random() - 0.5) * 10;

        trainingCentersData.features.push({
            "type": "Feature",
            "geometry": {
                "type": "Point",
                "coordinates": [baseLng + lngOffset, baseLat + latOffset]
            },
            "properties": {
                "country": country.properties.country,
                "type": "Teacher Training Center",
                "capacity": Math.floor(Math.random() * 500) + 100,
                "programTypes": ["Primary", "Secondary", "Special Education"][Math.floor(Math.random() * 3)],
                "yearEstablished": 1950 + Math.floor(Math.random() * 70)
            }
        });
    }
});
