# Dataset of top digital nomad locations with associated datapoints
data = [
    {
        'City': 'Brasília',
        'Country': 'Brazil',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 75,
        'Monthly Cost Living (USD)': 800,
        'Quality of Life': 7.3,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 100,
        'Key Feature': 'Modern infrastructure and affordable living',
        'Data Source': 'InsureMyTrip'
    },
    {
        'City': 'Budapest',
        'Country': 'Hungary',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 100,
        'Monthly Cost Living (USD)': 1000,
        'Quality of Life': 7.1,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Key Feature': 'Rich cultural experience with vibrant nightlife',
        'Data Source': 'InsureMyTrip & Forbes'
    },
    {
        'City': 'Montevideo',
        'Country': 'Uruguay',
        'Terrain': 'Coastal',
        'Internet Speed (Mbps)': 80,
        'Monthly Cost Living (USD)': 900,
        'Quality of Life': 6.9,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Key Feature': 'Balanced work-life in a coastal setting',
        'Data Source': 'InsureMyTrip'
    },
    {
        'City': 'Lisbon',
        'Country': 'Portugal',
        'Terrain': 'Coastal',
        'Internet Speed (Mbps)': 150,
        'Monthly Cost Living (USD)': 1000,
        'Quality of Life': 6.8,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 70,
        'Key Feature': 'Vibrant culture with coastal charm',
        'Data Source': 'Forbes & Nomad List'
    },
    {
        'City': 'Chiang Mai',
        'Country': 'Thailand',
        'Terrain': 'Mountain',
        'Internet Speed (Mbps)': 200,
        'Monthly Cost Living (USD)': 800,
        'Quality of Life': 7.5,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Key Feature': 'Affordable living with a strong digital nomad community',
        'Data Source': 'Nomad Gossip'
    },
    {
        'City': 'Dubai',
        'Country': 'United Arab Emirates',
        'Terrain': 'Desert',
        'Internet Speed (Mbps)': 195,
        'Monthly Cost Living (USD)': 3500,
        'Quality of Life': 8.0,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 150,
        'Key Feature': 'Tax-free environment with premium amenities',
        'Data Source': 'Nomad Gossip'
    },
    {
        'City': 'Valencia',
        'Country': 'Spain',
        'Terrain': 'Coastal',
        'Internet Speed (Mbps)': 151,
        'Monthly Cost Living (USD)': 900,
        'Quality of Life': 6.5,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 70,
        'Key Feature': 'Coastal living with vibrant cultural experiences',
        'Data Source': 'Dojo Report'
    },
    {
        'City': 'Rome',
        'Country': 'Italy',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 113,
        'Monthly Cost Living (USD)': 1200,
        'Quality of Life': 6.0,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 100,
        'Key Feature': 'Rich historical and cultural offerings',
        'Data Source': 'Dojo Report'
    },
    {
        'City': 'Quebec City',
        'Country': 'Canada',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 35.2,
        'Monthly Cost Living (USD)': 725,
        'Quality of Life': 7.0,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Key Feature': 'European charm in North America',
        'Data Source': 'Forbes'
    },
    {
        'City': 'Catania',
        'Country': 'Italy',
        'Terrain': 'Coastal',
        'Internet Speed (Mbps)': 141.82,
        'Monthly Cost Living (USD)': 650,
        'Quality of Life': 6.0,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 100,
        'Key Feature': 'Historic city with a coastal vibe',
        'Data Source': 'Forbes'
    },
    {
        'City': 'Medellín',
        'Country': 'Colombia',
        'Terrain': 'Mountain',
        'Internet Speed (Mbps)': 30,
        'Monthly Cost Living (USD)': 850,
        'Quality of Life': 7.2,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Key Feature': 'Spring-like climate year-round with growing nomad community',
        'Data Source': 'Reddit & Passport Heavy'
    },
    {
        'City': 'Mexico City',
        'Country': 'Mexico',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 50,
        'Monthly Cost Living (USD)': 800,
        'Quality of Life': 7.2,
        'Digital Nomad Visa': 'No',
        'Visa Length (Months)': None,
        'Visa Cost (USD)': None,
        'Growth Trend (5 Years)': '+70%',
        'Key Feature': 'Affordable, vibrant culture, strong community'
    },
    {
        'City': 'Tokyo',
        'Country': 'Japan',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 300,
        'Monthly Cost Living (USD)': 1500,
        'Quality of Life': 8.5,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 200,
        'Growth Trend (5 Years)': '+60%',
        'Key Feature': 'Tech-friendly, excellent infrastructure, safe'
    },
    {
        'City': 'Tbilisi',
        'Country': 'Georgia',
        'Terrain': 'Mountain',
        'Internet Speed (Mbps)': 50,
        'Monthly Cost Living (USD)': 500,
        'Quality of Life': 7.0,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 50,
        'Growth Trend (5 Years)': '+92%',
        'Key Feature': 'Affordable, fast-growing hub, visa-free stays for 365 days'
    },
    {
        'City': 'Madrid',
        'Country': 'Spain',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 150,
        'Monthly Cost Living (USD)': 1200,
        'Quality of Life': 7.8,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 70,
        'Growth Trend (5 Years)': '+80%',
        'Key Feature': 'Cultural hub, good infrastructure, digital nomad visa available'
    },
    {
        'City': 'Seoul',
        'Country': 'South Korea',
        'Terrain': 'Urban',
        'Internet Speed (Mbps)': 400,
        'Monthly Cost Living (USD)': 1400,
        'Quality of Life': 8.0,
        'Digital Nomad Visa': 'Yes',
        'Visa Length (Months)': 12,
        'Visa Cost (USD)': 150,
        'Growth Trend (5 Years)': '+76%',
        'Key Feature': "Ultrafast internet, efficient public transport, new digital nomad visa"
    },
    {
        "City": "Porto",
        "Country": "Portugal",
        "Terrain": "Coastal",
        "Internet Speed (Mbps)": 120,
        "Monthly Cost Living (USD)": 1000,
        "Quality of Life": 7.5,
        "Digital Nomad Visa": "Yes",
        "Visa Length (Months)": 12,
        "Visa Cost (USD)": 70,
        "Growth Trend (5 Years)": "+85%",
        "Key Feature": "Cheaper than Lisbon, scenic, growing community"
    },
    {
        "City": "Bari",
        "Country": "Italy",
        "Terrain": "Coastal",
        "Internet Speed (Mbps)": 88,
        "Monthly Cost Living (USD)": 650,
        "Quality of Life": 8.0,
        "Digital Nomad Visa": "Yes",
        "Visa Length (Months)": 12,
        "Visa Cost (USD)": 125,
        "Key Feature": "Charming coastal city with rich history",
        "Data Source": "dojo.tech, numbeo.com"
    },
    {
        "City": "Florence",
        "Country": "Italy",
        "Terrain": "Urban",
        "Internet Speed (Mbps)": 100,
        "Monthly Cost Living (USD)": 785,
        "Quality of Life": 7.8,
        "Digital Nomad Visa": "Yes",
        "Visa Length (Months)": 12,
        "Visa Cost (USD)": 125,
        "Key Feature": "Renaissance art and architecture",
        "Data Source": "dojo.tech, numbeo.com"
    },
    {
        "City": "Las Palmas",
        "Country": "Spain",
        "Terrain": "Coastal",
        "Internet Speed (Mbps)": 207,
        "Monthly Cost Living (USD)": 600,
        "Quality of Life": 9.4,
        "Digital Nomad Visa": "Yes",
        "Visa Length (Months)": 12,
        "Visa Cost (USD)": 80,
        "Key Feature": "Coastal city with warm climate and beach attractions",
        "Data Source": "dojo.tech, numbeo.com"
    },
    {
        "City": "Palermo",
        "Country": "Italy",
        "Terrain": "Coastal",
        "Internet Speed (Mbps)": 99,
        "Monthly Cost Living (USD)": 660,
        "Quality of Life": 7.1,
        "Digital Nomad Visa": "Yes",
        "Visa Length (Months)": 12,
        "Visa Cost (USD)": 125,
        "Key Feature": "Historic city with coastal charm",
        "Data Source": "dojo.tech, numbeo.com"
    },
    {
        "City": "Ottawa",
        "Country": "Canada",
        "Terrain": "Urban",
        "Internet Speed (Mbps)": 89,
        "Monthly Cost Living (USD)": 1168,
        "Quality of Life": 8.4,
        "Digital Nomad Visa": "Yes (visitor visa)",
        "Visa Length (Months)": 6,
        "Visa Cost (USD)": 75,
        "Key Feature": "Capital city with diverse culture and natural beauty",
        "Data Source": "dojo.tech, numbeo.com"
    },
]

# Add country emojis mapping
country_emoji_map = {
    "Brazil": "🇧🇷 Brazil",
    "Hungary": "🇭🇺 Hungary",
    "Uruguay": "🇺🇾 Uruguay",
    "Portugal": "🇵🇹 Portugal",
    "Georgia": "🇬🇪 Georgia",
    "Thailand": "🇹🇭 Thailand",
    "United Arab Emirates": "🇦🇪 United Arab Emirates",
    "Spain": "🇪🇸 Spain",
    "Italy": "🇮🇹 Italy",
    "Canada": "🇨🇦 Canada",
    "Colombia": "🇨🇴 Colombia",
    "Mexico": "🇲🇽 Mexico",
    "Japan": "🇯🇵 Japan",
    "South Korea": "🇰🇷 South Korea",
}

# Add terrain emojis mapping
terrain_emoji_map = {
    "Coastal": "🏖️ Coastal",
    "Mountain": "⛰️ Mountain",
    "Urban": "🏙️ Urban",
    "Desert": "🏜️ Desert",
    "Tropical": "🌴 Tropical",
    "Island": "🏝️ Island",
    "Forest": "🌲 Forest",
    "Rural": "🌾 Rural"
}