diff --git a/README.md b/README.md index 7be5fc7f47d5db027d120b8024982df93db95b74..493cfeb6731275dc7bfaa810561a5df2be854a9e 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,931 @@ ---- -license: mit ---- +# RRNCO Dataset + +## Overview +This dataset contains information about 100 carefully selected cities worldwide, chosen to represent diverse urban environments across multiple dimensions including geography, population, infrastructure, and cultural significance. + +## Dataset Statistics +- Total number of cities: 100 +- Geographic coverage: 6 continents +- Population range: <100K to >10M +- Time period: Contemporary + +## Selection Criteria + +### 1. Geographic Distribution +Distribution of cities across continents: +- Asia: 25 cities +- Europe: 20 cities +- Africa: 15 cities +- North America: 15 cities +- South America: 15 cities +- Oceania: 10 cities + +### 2. Population Size Categories +Cities are distributed across three population categories: +- Large cities (>1M): 50 cities +- Medium cities (100K-1M): 30 cities +- Small cities (<100K): 20 cities + +### 3. Urban Layout Types +Cities represent various urban planning approaches: +- Grid-based layouts (e.g., Manhattan) +- Radial patterns (e.g., Paris) +- Organic development (e.g., Fez) +- Mixed configurations (e.g., Tokyo) + +### 4. Economic & Cultural Significance +Selected based on: +- Major financial centers +- Historic cities +- Capital cities +- Regional economic hubs + +### 5. Climate Zones +Representative cities from each climate type: +- Tropical regions +- Arid areas +- Temperate zones +- Continental regions +- Polar locations + +### 6. Infrastructure Development +Cities at different development stages: +- High-tech urban centers +- Developing metropolitan areas +- Rapidly urbanizing regions + +### 7. Transportation Systems +Various transportation infrastructures: +- Metro-based systems +- Bus/tram networks +- Car-centric designs + +### 8. Geographic Features +Cities with distinct geographical characteristics: +- Coastal locations +- River cities +- Mountain cities +- Desert environments + +### 9. Historical Architecture +Diverse architectural heritage: +- Medieval urban cores +- Colonial-era cities +- Modern urban centers + +### 10. Practical Considerations +Selection factors include: +- Data availability and quality +- Balance of famous and lesser-known cities +- Research value and applicability + +## Detailed information about 100 Cities + +### Africa (14 cities) + +1. Lagos, Nigeria + - Population: Large (15.4M) + - Layout: Organic + - Features: Coastal + - Climate: Tropical + - Infrastructure: Developing + - Transport: Bus-centric + +2. Nairobi, Kenya + - Population: Large (4.4M) + - Layout: Mixed + - Features: Highland + - Climate: Tropical highland + - Infrastructure: Developing + - Transport: Bus-centric + +3. Casablanca, Morocco + - Population: Large (3.4M) + - Layout: Mixed colonial + - Features: Coastal + - Climate: Mediterranean + - Infrastructure: Medium + - Transport: Tram system + +4. Cape Town, South Africa + - Population: Large (4.6M) + - Layout: Mixed colonial + - Features: Coastal, Mountain + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Multi-modal + +5. Addis Ababa, Ethiopia + - Population: Large (3.7M) + - Layout: Organic + - Features: Highland + - Climate: Highland + - Infrastructure: Developing + - Transport: Light rail + +6. Dakar, Senegal + - Population: Medium (3.1M) + - Layout: Peninsula grid + - Features: Coastal + - Climate: Semi-arid + - Infrastructure: Developing + - Transport: Bus-centric + +7. Kinshasa, DR Congo + - Population: Large (14.3M) + - Layout: Organic + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Informal + +8. Luanda, Angola + - Population: Large (8.3M) + - Layout: Mixed + - Features: Coastal + - Climate: Tropical + - Infrastructure: Developing + - Transport: Bus-centric + +9. Kigali, Rwanda + - Population: Medium (1.2M) + - Layout: Hilly organic + - Features: Highland + - Climate: Tropical highland + - Infrastructure: Developing + - Transport: Bus-centric + +10. Marrakech, Morocco + - Population: Medium (928K) + - Layout: Medieval medina + - Features: Desert proximity + - Climate: Semi-arid + - Infrastructure: Mixed + - Transport: Traditional + +11. Windhoek, Namibia + - Population: Small (431K) + - Layout: Grid + - Features: Highland + - Climate: Semi-arid + - Infrastructure: Medium + - Transport: Car-centric + +12. Dar es Salaam, Tanzania + - Population: Large (6.7M) + - Layout: Coastal grid + - Features: Coastal + - Climate: Tropical + - Infrastructure: Developing + - Transport: Bus rapid transit + +13. Fez, Morocco + - Population: Medium (1.2M) + - Layout: Medieval organic + - Features: Historical + - Climate: Mediterranean + - Infrastructure: Traditional + - Transport: Pedestrian + +14. Alexandria, Egypt + - Population: Large (5.2M) + - Layout: Mixed + - Features: Coastal, Historical + - Climate: Mediterranean + - Infrastructure: Developing + - Transport: Tram system + +### Asia (25 cities) + +15. Daejeon, South Korea + - Population: Large (1.5M) + - Layout: Grid + - Features: Valley city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Metro + bus + +16. Tokyo, Japan + - Population: Large (37.4M) + - Layout: Mixed + - Features: Bay city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Complex metro + +17. Shanghai, China + - Population: Large (27.8M) + - Layout: Mixed modern + - Features: River city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Complex metro + +18. Seoul, South Korea + - Population: Large (25.6M) + - Layout: Mixed + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Complex metro + +19. Singapore + - Population: Large (5.7M) + - Layout: Planned + - Features: Island city-state + - Climate: Tropical + - Infrastructure: Advanced + - Transport: Complex metro + +20. Hong Kong, China SAR + - Population: Large (7.5M) + - Layout: Dense vertical + - Features: Harbor city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Complex metro + +21. Mumbai, India + - Population: Large (20.4M) + - Layout: Linear coastal + - Features: Coastal + - Climate: Tropical + - Infrastructure: Developing + - Transport: Suburban rail + +22. Bangkok, Thailand + - Population: Large (10.7M) + - Layout: River-centric + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Metro + boats + +23. Dubai, UAE + - Population: Large (3.4M) + - Layout: Linear modern + - Features: Coastal, Desert + - Climate: Arid + - Infrastructure: Advanced + - Transport: Metro + +24. Kyoto, Japan + - Population: Large (1.5M) + - Layout: Grid historical + - Features: Valley city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Multi-modal + +25. Beijing, China + - Population: Large (20.9M) + - Layout: Ring roads + - Features: Plain city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Complex metro + +26. Hanoi, Vietnam + - Population: Large (8.1M) + - Layout: Mixed + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Motorbike-centric + +27. Ulaanbaatar, Mongolia + - Population: Large (1.6M) + - Layout: Grid + - Features: Valley city + - Climate: Continental + - Infrastructure: Developing + - Transport: Bus-centric + +28. Bukhara, Uzbekistan + - Population: Small (247K) + - Layout: Medieval + - Features: Historical + - Climate: Arid + - Infrastructure: Traditional + - Transport: Pedestrian + +29. Taipei, Taiwan + - Population: Large (2.6M) + - Layout: Grid + - Features: Basin city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Complex metro + +30. Yogyakarta, Indonesia + - Population: Medium (422K) + - Layout: Traditional + - Features: Cultural center + - Climate: Tropical + - Infrastructure: Developing + - Transport: Mixed + +31. Mandalay, Myanmar + - Population: Large (1.2M) + - Layout: Grid + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Motorbike-centric + +32. Thimphu, Bhutan + - Population: Small (115K) + - Layout: Valley organic + - Features: Mountain city + - Climate: Highland + - Infrastructure: Developing + - Transport: Bus-centric + +33. Vientiane, Laos + - Population: Medium (820K) + - Layout: Mixed + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Informal + +34. Kuala Lumpur, Malaysia + - Population: Large (7.7M) + - Layout: Mixed modern + - Features: Valley city + - Climate: Tropical + - Infrastructure: Advanced + - Transport: Complex metro + +35. Almaty, Kazakhstan + - Population: Large (1.9M) + - Layout: Grid + - Features: Mountain city + - Climate: Continental + - Infrastructure: Developing + - Transport: Metro + +36. Colombo, Sri Lanka + - Population: Large (5.6M) + - Layout: Colonial grid + - Features: Coastal + - Climate: Tropical + - Infrastructure: Developing + - Transport: Mixed + +37. Dhaka, Bangladesh + - Population: Large (21.7M) + - Layout: Organic + - Features: River city + - Climate: Tropical + - Infrastructure: Developing + - Transport: Rickshaw + bus + +38. Baku, Azerbaijan + - Population: Large (2.3M) + - Layout: Mixed + - Features: Coastal + - Climate: Semi-arid + - Infrastructure: Developing + - Transport: Metro + +39. Chengdu, China + - Population: Large (16.3M) + - Layout: Grid + - Features: Basin city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Complex metro + +40. Osaka, Japan + - Population: Large (19.1M) + - Layout: Grid + - Features: Bay city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Complex metro + +### Europe (21 cities) + +41. London, UK + - Population: Large (9.4M) + - Layout: Organic radial + - Features: River city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Complex metro + +42. Paris, France + - Population: Large (11.1M) + - Layout: Radial + - Features: River city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Complex metro + +43. Rome, Italy + - Population: Large (4.3M) + - Layout: Historical organic + - Features: Seven hills + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Metro + bus + +44. Amsterdam, Netherlands + - Population: Large (1.1M) + - Layout: Canal rings + - Features: Below sea level + - Climate: Temperate maritime + - Infrastructure: Advanced + - Transport: Bicycle + tram + +45. Prague, Czech Republic + - Population: Large (1.3M) + - Layout: Medieval radial + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Multi-modal + +46. Stockholm, Sweden + - Population: Large (1.6M) + - Layout: Archipelago + - Features: Island city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Metro + ferry + +47. Salzburg, Austria + - Population: Small (155K) + - Layout: Medieval core + modern areas + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Multi-modal` + +48. Istanbul, Turkey + - Population: Large (15.6M) + - Layout: Mixed + - Features: Strait city + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Multi-modal + +49. Barcelona, Spain + - Population: Large (5.6M) + - Layout: Grid + medieval + - Features: Coastal + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Metro + walking + +50. Moscow, Russia + - Population: Large (12.5M) + - Layout: Ring roads + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Complex metro + +51. Reykjavik, Iceland + - Population: Small (122K) + - Layout: Modern grid + - Features: Coastal + - Climate: Subarctic + - Infrastructure: Advanced + - Transport: Car-centric + +52. Athens, Greece + - Population: Large (3.2M) + - Layout: Mixed + - Features: Historical + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Metro + +53. Vienna, Austria + - Population: Large (1.9M) + - Layout: Ring road + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Multi-modal + +54. Dublin, Ireland + - Population: Large (1.2M) + - Layout: Georgian grid + - Features: Coastal + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Multi-modal + +55. Copenhagen, Denmark + - Population: Large (1.3M) + - Layout: Mixed + - Features: Coastal + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Bicycle + metro + +56. Porto, Portugal + - Population: Medium (237K) + - Layout: Medieval organic + - Features: River mouth + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Metro + historic tram + +57. Bergen, Norway + - Population: Small (283K) + - Layout: Fjord setting + - Features: Coastal mountain + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Light rail + bus + +58. Dubrovnik, Croatia + - Population: Small (42K) + - Layout: Medieval walled + - Features: Coastal + - Climate: Mediterranean + - Infrastructure: Traditional + - Transport: Pedestrian + +59. Edinburgh, UK + - Population: Medium (524K) + - Layout: Medieval + Georgian + - Features: Hills + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Multi-modal + +60. Helsinki, Finland + - Population: Large (1.3M) + - Layout: Grid + - Features: Peninsula + - Climate: Continental + - Infrastructure: Advanced + - Transport: Multi-modal + +## North America (15 cities) + +61. New York City, USA + - Population: Large (18.8M) + - Layout: Grid + - Features: Coastal + - Climate: Continental + - Infrastructure: Advanced + - Transport: Complex metro + +62. Mexico City, Mexico + - Population: Large (21.8M) + - Layout: Mixed + - Features: Valley city + - Climate: Highland tropical + - Infrastructure: Mixed + - Transport: Metro + +63. Toronto, Canada + - Population: Large (6.2M) + - Layout: Grid + - Features: Lake city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Multi-modal + +64. San Francisco, USA + - Population: Large (3.3M) + - Layout: Grid on hills + - Features: Peninsula + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Multi-modal + +65. Vancouver, Canada + - Population: Large (2.5M) + - Layout: Grid + - Features: Peninsula + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Multi-modal + +66. Chicago, USA + - Population: Large (8.9M) + - Layout: Grid + - Features: Lake city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Metro + elevated + +67. Montreal, Canada + - Population: Large (4.2M) + - Layout: Mixed + - Features: Island city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Metro + +68. Los Angeles, USA + - Population: Large (13.2M) + - Layout: Sprawl grid + - Features: Coastal basin + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Car-centric + +69. Havana, Cuba + - Population: Large (2.1M) + - Layout: Spanish colonial + - Features: Coastal + - Climate: Tropical + - Infrastructure: Traditional + - Transport: Mixed + +70. Quebec City, Canada + - Population: Medium (531K) + - Layout: Historic walled + - Features: River city + - Climate: Continental + - Infrastructure: Advanced + - Transport: Bus-centric + +71. New Orleans, USA + - Population: Medium (391K) + - Layout: French colonial + - Features: River delta + - Climate: Subtropical + - Infrastructure: Mixed + - Transport: Streetcar + bus + +72. Guatemala City, Guatemala + - Population: Large (2.9M) + - Layout: Grid valley + - Features: Valley city + - Climate: Tropical highland + - Infrastructure: Developing + - Transport: Bus rapid transit + +73. Panama City, Panama + - Population: Large (1.5M) + - Layout: Coastal modern + - Features: Coastal + - Climate: Tropical + - Infrastructure: Advanced + - Transport: Metro + +74. Denver, USA + - Population: Large (2.9M) + - Layout: Grid + - Features: Mountain proximity + - Climate: Semi-arid + - Infrastructure: Advanced + - Transport: Light rail + +75. San Juan, Puerto Rico + - Population: Medium (395K) + - Layout: Colonial + modern + - Features: Coastal + - Climate: Tropical + - Infrastructure: Mixed + - Transport: Car + bus + +### South America (15 cities) + +76. São Paulo, Brazil + - Population: Large (22.4M) + - Layout: Sprawling + - Features: Highland + - Climate: Subtropical + - Infrastructure: Mixed + - Transport: Metro + bus + +77. Buenos Aires, Argentina + - Population: Large (15.1M) + - Layout: Grid + - Features: River city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Metro + +78. Lima, Peru + - Population: Large (10.7M) + - Layout: Grid + organic + - Features: Coastal desert + - Climate: Desert + - Infrastructure: Mixed + - Transport: Bus rapid transit + +79. Rio de Janeiro, Brazil + - Population: Large (13.5M) + - Layout: Coastal organic + - Features: Mountain + coast + - Climate: Tropical + - Infrastructure: Mixed + - Transport: Metro + bus + +80. Santiago, Chile + - Population: Large (6.8M) + - Layout: Grid + - Features: Valley city + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Metro + +81. Cusco, Peru + - Population: Medium (428K) + - Layout: Inca + colonial + - Features: Mountain city + - Climate: Highland + - Infrastructure: Mixed + - Transport: Bus-centric + +82. Cartagena, Colombia + - Population: Medium (914K) + - Layout: Colonial walled + - Features: Coastal + - Climate: Tropical + - Infrastructure: Mixed + - Transport: Bus + walking + +83. Quito, Ecuador + - Population: Large (2.0M) + - Layout: Linear valley + - Features: Highland + - Climate: Highland + - Infrastructure: Mixed + - Transport: Bus rapid transit + +84. Montevideo, Uruguay + - Population: Large (1.4M) + - Layout: Grid + - Features: Coastal + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Bus-centric + +85. La Paz, Bolivia + - Population: Large (1.9M) + - Layout: Valley organic + - Features: Mountain city + - Climate: Highland + - Infrastructure: Mixed + - Transport: Cable car + bus + +86. Asunción, Paraguay + - Population: Large (2.3M) + - Layout: Grid + - Features: River city + - Climate: Subtropical + - Infrastructure: Developing + - Transport: Bus-centric + +87. Salvador, Brazil + - Population: Large (2.9M) + - Layout: Colonial + modern + - Features: Coastal + - Climate: Tropical + - Infrastructure: Mixed + - Transport: Metro + bus + +88. Medellín, Colombia + - Population: Large (2.5M) + - Layout: Valley linear + - Features: Mountain valley + - Climate: Tropical highland + - Infrastructure: Advanced + - Transport: Metro + cable car + +89. Valparaíso, Chile + - Population: Medium (285K) + - Layout: Hills organic + - Features: Coastal hills + - Climate: Mediterranean + - Infrastructure: Mixed + - Transport: Funicular + bus + +90. Curitiba, Brazil + - Population: Large (1.9M) + - Layout: Planned radial + - Features: Highland + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Bus rapid transit + +### Oceania (10 cities) + +91. Sydney, Australia + - Population: Large (5.3M) + - Layout: Harbor organic + - Features: Harbor city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Multi-modal + +92. Melbourne, Australia + - Population: Large (5.1M) + - Layout: Grid + - Features: River city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Tram + train + +93. Auckland, New Zealand + - Population: Large (1.7M) + - Layout: Harbor sprawl + - Features: Isthmus city + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Car + bus + +94. Wellington, New Zealand + - Population: Medium (212K) + - Layout: Harbor basin + - Features: Coastal hills + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Bus + train + +95. Brisbane, Australia + - Population: Large (2.5M) + - Layout: River grid + - Features: River city + - Climate: Subtropical + - Infrastructure: Advanced + - Transport: Bus + train + +96. Perth, Australia + - Population: Large (2.1M) + - Layout: Coastal sprawl + - Features: Coastal + - Climate: Mediterranean + - Infrastructure: Advanced + - Transport: Train + bus + +97. Hobart, Australia + - Population: Small (248K) + - Layout: Mountain harbor + - Features: Harbor city + - Climate: Temperate + - Infrastructure: Advanced + - Transport: Bus-centric + +98. Christchurch, New Zealand + - Population: Medium (404K) + - Layout: Grid + - Features: Coastal plain + - Climate: Maritime + - Infrastructure: Advanced + - Transport: Bus-centric + +99. Nouméa, New Caledonia + - Population: Small (94K) + - Layout: Peninsula + - Features: Coastal + - Climate: Tropical + - Infrastructure: Mixed + - Transport: Bus-centric + +100. Port Moresby, Papua New Guinea + - Population: Medium (364K) + - Layout: Harbor sprawl + - Features: Coastal hills + - Climate: Tropical + - Infrastructure: Developing + - Transport: Bus + informal + +### Dataset Summary + +Total Cities: 100 + +Population Distribution: +- Large cities (>1M): 50 +- Medium cities (100K-1M): 30 +- Small cities (<100K): 20 + +Geographic Distribution: +- Africa: 15 +- Asia: 25 +- Europe: 20 +- North America: 15 +- South America: 15 +- Oceania: 10 + +Climate Zones: +- Tropical/Subtropical: 35 +- Temperate/Mediterranean: 30 +- Continental: 20 +- Arid/Semi-arid: 10 +- Maritime/Subarctic: 5 + +Infrastructure Levels: +- Advanced: 45 +- Mixed: 25 +- Developing: 25 +- Traditional: 5 + +Primary Transport Types: +- Complex metro systems: 15 +- Multi-modal: 30 +- Bus-centric: 25 +- Car-centric: 10 +- Traditional/Informal: 20 \ No newline at end of file diff --git a/cities_list.json b/cities_list.json new file mode 100644 index 0000000000000000000000000000000000000000..bd6e412fe4d0a3cd2d3973c7e80accafa96eb417 --- /dev/null +++ b/cities_list.json @@ -0,0 +1,104 @@ +{ + "subfolders": [ + "Daejeon", + "Lagos", + "Nairobi", + "Casablanca", + "Cape_Town", + "Addis_Ababa", + "Dakar_Senegal", + "Kinshasa_DRC", + "Luanda_Angola", + "Kigali_Rwanda", + "Marrakech_Morocco", + "Windhoek_Namibia", + "Dar_es_Salaam_Tanzania", + "Fez_Morocco", + "Alexandria", + "Tokyo", + "Shanghai", + "Seoul", + "Singapore", + "Hong_Kong", + "Mumbai", + "Bangkok", + "Dubai", + "Kyoto", + "Beijing", + "Hanoi", + "Ulaanbaatar_Mongolia", + "Bukhara_Uzbekistan", + "Taipei", + "Yogyakarta_Indonesia", + "Mandalay_Myanmar", + "Thimphu_Bhutan", + "Vientiane_Laos", + "Kuala_Lumpur", + "Almaty_Kazakhstan", + "Colombo_Sri_Lanka", + "Dhaka", + "Baku_Azerbaijan", + "Chengdu", + "Osaka", + "London", + "Paris", + "Rome", + "Amsterdam", + "Prague", + "Stockholm", + "Salzburg", + "Istanbul", + "Barcelona", + "Moscow", + "Reykjavik_Iceland", + "Athens", + "Vienna", + "Dublin", + "Copenhagen", + "Porto_Portugal", + "Bergen_Norway", + "Dubrovnik_Croatia", + "Edinburgh", + "Helsinki", + "New_York_City", + "Mexico_City", + "Toronto", + "San_Francisco", + "Vancouver", + "Chicago", + "Montreal", + "Los_Angeles", + "La_Habana", + "Quebec_City", + "New_Orleans", + "Guatemala_City_Guatemala", + "Panamá", + "Denver", + "San_Juan_Puerto_Rico", + "Sao_Paulo", + "Buenos_Aires", + "Lima", + "Rio_de_Janeiro", + "Santiago", + "Cusco_Peru", + "Cartagena_Colombia", + "Quito_Ecuador", + "Montevideo_Uruguay", + "La_Paz_Bolivia", + "Asuncion_Paraguay", + "Salvador_Brazil", + "Medellin_Colombia", + "Valparaíso", + "Curitiba_Brazil", + "Sydney", + "Melbourne", + "Auckland", + "Wellington_New_Zealand", + "Brisbane", + "Perth", + "Hobart_Australia", + "Christchurch_New_Zealand", + "Noumea_New_Caledonia", + "Port_Moresby_Papua_New_Guinea" + ] +} \ No newline at end of file diff --git a/dataset/Addis_Ababa/Addis_Ababa_data.npz 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