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# 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"
} |