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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" | |
| } |