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Create nomad_data.py

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