diff --git a/data/cities_stats.json b/data/cities_stats.json
deleted file mode 100644
index 5a82e270a242d7e210e818fc5936875518b651df..0000000000000000000000000000000000000000
--- a/data/cities_stats.json
+++ /dev/null
@@ -1,10444 +0,0 @@
-{
- "cities": {
- "ho-chi-minh-city": {
- "hospital_score": "1",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "seoul": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "kon-tum": {},
- "alicante": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "4"
- },
- "amsterdam": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "london": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "peace_score": "3"
- },
- "nha-trang": {},
- "da-nang": {},
- "mui-ne": {},
- "paris": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "quy-nhon": {},
- "hong-kong": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "chiang-mai": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "ko-samui": {
- "hospital_score": "1",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "bangkok": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "bilbao": {},
- "madrid": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "barcelona": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "4"
- },
- "valladolid": {},
- "nottingham": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "5",
- "peace_score": "3"
- },
- "istanbul": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "peace_score": "2"
- },
- "new-york-city": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "bayonne": {},
- "faro": {},
- "cos": {},
- "tunis": {},
- "crete": {},
- "florence": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "2",
- "female_friendly": "1",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "vientiane": {},
- "kuala-lumpur": {},
- "amed-beach-karangasem": {},
- "sanur": {},
- "lamma-island": {},
- "kampot-province": {},
- "kep-province": {},
- "siem-reap": {},
- "phnom-penh": {},
- "sliema": {},
- "kharkiv": {
- "hospital_score": "2",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "1",
- "racial_tolerance": "1",
- "peace_score": "1"
- },
- "venice": {},
- "tenerife": {},
- "hue": {},
- "hanoi": {
- "hospital_score": "3",
- "english_speaking": "2",
- "nightlife": "1",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "vienna": {},
- "longyearbyen": {},
- "rotterdam": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "dusseldorf": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "innsbruck": {
- "hospital_score": "1",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "sharm-el-sheikh": {},
- "aswan": {},
- "cairo": {
- "hospital_score": "1",
- "english_speaking": "2",
- "nightlife": "3",
- "female_friendly": "1",
- "racial_tolerance": "3",
- "peace_score": "2"
- },
- "alexandria": {},
- "riga": {},
- "antwerp": {},
- "antalya": {
- "hospital_score": "2",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "2"
- },
- "olympos": {},
- "fethiye": {},
- "rhodes": {},
- "bodrum": {
- "hospital_score": "1",
- "english_speaking": "3",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "2"
- },
- "sel\u00e7uk": {},
- "jerusalem": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "2"
- },
- "tel-aviv": {},
- "reykjavik": {
- "hospital_score": "5",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "5",
- "peace_score": "5"
- },
- "tangier": {},
- "fes": {
- "hospital_score": "3",
- "english_speaking": "2",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "marrakesh": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "1",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "casablanca": {
- "hospital_score": "3",
- "english_speaking": "1",
- "nightlife": "5",
- "female_friendly": "1",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "varadero": {},
- "vancouver": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "5",
- "peace_score": "4"
- },
- "chicago": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "busan": {
- "hospital_score": "2",
- "english_speaking": "1",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "osaka": {
- "hospital_score": "3",
- "english_speaking": "1",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "1",
- "peace_score": "4"
- },
- "canggu": {},
- "townsville": {},
- "san-francisco": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "las-vegas": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "2",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "reno": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "crater-lake-national-park": {},
- "portland": {
- "hospital_score": "5",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "seattle": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "honolulu": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "kamakura-shi": {},
- "tokyo": {
- "hospital_score": "2",
- "english_speaking": "1",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "1",
- "peace_score": "4"
- },
- "ko-tao": {},
- "taipei": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "kyoto": {
- "hospital_score": "2",
- "english_speaking": "1",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "nicosia": {},
- "saint-fran\u00e7ois-longchamp": {},
- "milan": {},
- "arnhem": {},
- "rome": {
- "hospital_score": "0",
- "english_speaking": "1",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "jeju-island": {},
- "denpasar": {
- "hospital_score": "1",
- "english_speaking": "3",
- "nightlife": "1",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "guangzhou": {
- "hospital_score": "3",
- "english_speaking": "1",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "kuta": {
- "hospital_score": "2",
- "english_speaking": "2",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "ubud": {},
- "singapore": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "los-angeles": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "hagen": {},
- "nijmegen": {
- "hospital_score": "5",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "berlin": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "krak\u00f3w": {},
- "bratislava": {},
- "kosice": {},
- "cologne": {},
- "kiev": {
- "hospital_score": "5",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "1"
- },
- "brussels": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "2",
- "peace_score": "4"
- },
- "bunschoten": {},
- "zakopane": {},
- "wroc\u0142aw": {},
- "edmonton": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "2",
- "female_friendly": "5",
- "racial_tolerance": "5",
- "peace_score": "4"
- },
- "camrose": {},
- "cranbrook": {},
- "sparwood": {},
- "haarlem": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "the-hague": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "tirana": {},
- "durr\u00ebs": {},
- "zurich": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "bern": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "copenhagen": {},
- "prague": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "2",
- "peace_score": "4"
- },
- "budapest": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "4"
- },
- "dublin": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "5",
- "peace_score": "4"
- },
- "sligo": {},
- "mechelen": {},
- "tilburg": {
- "hospital_score": "5",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "bodegraven": {},
- "porto": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "lisbon": {
- "hospital_score": "1",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "gdansk": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "ghent": {},
- "abu-dhabi": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "shenzhen": {
- "hospital_score": "3",
- "english_speaking": "2",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "shanghai": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "athens": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "oslo": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "li\u00e8ge": {},
- "calgary": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "5",
- "peace_score": "4"
- },
- "stockholm": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "ume\u00e5": {},
- "oswiecim": {},
- "katowice": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "zaandam": {},
- "utrecht": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "nairobi": {},
- "frankfurt": {},
- "tromso": {
- "hospital_score": "5",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "groningen": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "warsaw": {
- "hospital_score": "3",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "rzeszow": {
- "hospital_score": "3",
- "english_speaking": "2",
- "nightlife": "1",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "zamo\u015b\u0107": {},
- "berdyszcze": {},
- "che\u0142m": {},
- "kum\u00f3w-pleba\u0144ski": {},
- "haliczany": {},
- "przeworsk": {},
- "jawornik-polski": {},
- "dyn\u00f3w": {},
- "szklary": {},
- "munich": {
- "hospital_score": "0",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "dortmund": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "toronto": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "peace_score": "4"
- },
- "seville": {},
- "detroit": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "minneapolis": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "eindhoven": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "bergen": {
- "hospital_score": "5",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "5",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "atlanta": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "new-orleans": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "2",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "houston": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "dalkey": {},
- "zwolle": {
- "hospital_score": "5",
- "english_speaking": "4",
- "nightlife": "2",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "4"
- },
- "maastricht": {},
- "nassau": {},
- "delft": {},
- "wiesbaden": {},
- "beijing": {
- "hospital_score": "4",
- "english_speaking": "1",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "2",
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- "santiago-de-los-caballeros": {},
- "donegal": {},
- "skibbereen": {},
- "southsea-castle": {},
- "antigua-and-barbuda": {},
- "kenya": {},
- "arcachon": {},
- "basse-terre": {},
- "l'\u00eele-d'yeu": {},
- "vinalhaven": {},
- "santhiya-koh-yao-yai-resort-&-spa": {},
- "treviso": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "burnham-on-crouch": {},
- "pirovac": {},
- "orange-beach": {},
- "santarem": {},
- "st-john's": {},
- "corpus-christi": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "baguio-philippines": {},
- "united-states-of-america": {},
- "moldova": {},
- "vitoria-gasteiz": {},
- "saint-martin-de-belleville": {},
- "st.-george": {},
- "heroica-veracruz": {},
- "kopaonik": {},
- "zaporizhzhya": {},
- "forl\u00ec": {},
- "pleasant-hill": {},
- "wyoming": {},
- "lamai-beach": {},
- "summerside": {},
- "langkawikedah-malaysia": {},
- "canton-of-z\u00fcrich": {},
- "jinchuan": {},
- "kokkola": {},
- "djibouti-city": {},
- "thomonde": {},
- "canet-de-mar": {},
- "huldenberg": {},
- "weipa": {},
- "timaru": {},
- "cl-cala-de-bou": {},
- "dxb": {},
- "sassenheim": {},
- "laguna-niguel": {},
- "mount-katahdin": {},
- "mill-valley": {},
- "bregenz": {},
- "dalaman": {},
- "ayvalik": {},
- "bolay\u0131r-plaj\u0131": {},
- "rambukkana": {},
- "girne-sahili": {},
- "hohenems": {},
- "lima-regionperu": {},
- "gu\u00e9thary": {},
- "saint-gilles": {},
- "rye": {},
- "tupungato": {},
- "isabela-island": {},
- "cotopaxi": {},
- "jaibalito": {},
- "kru\u0161etnica": {},
- "playas-de-tijuana": {},
- "ube": {
- "hospital_score": "4",
- "english_speaking": "1",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "peace_score": "4"
- },
- "sequoia-national-forest": {},
- "para\u0107in": {},
- "rorschach-hafen-station": {},
- "belle-river-district-high-school": {},
- "kusatsu-machi": {},
- "simpson-bay": {},
- "wailea-makena": {},
- "veran\u00f3polis": {},
- "le-tampon": {},
- "grand-baie": {},
- "pearl-city": {},
- "palau": {},
- "la-maddalena": {},
- "bonifacio": {},
- "fernandina-beach": {},
- "new-london": {},
- "newport-news": {},
- "dunoon": {},
- "gourette": {},
- "al\u00e8s": {},
- "kefalonia": {},
- "szeged": {},
- "anglesey": {},
- "snowdonia-national-park": {},
- "palo": {},
- "ararangu\u00e1": {},
- "ormond-beach": {},
- "west-jefferson": {},
- "rossland": {},
- "disneyland-resort": {},
- "phuketthailand": {},
- "roseville": {},
- "garberville": {},
- "kahuku": {},
- "bustarviejo": {},
- "janesville": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "hengelo": {},
- "ooty": {},
- "yeoford": {},
- "lakota": {},
- "north-dakota": {},
- "san-sebasti\u00e1n-de-la-gomera": {},
- "salima-district": {},
- "farnborough": {},
- "sumter": {},
- "albuquerquenm": {},
- "kozhikode": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "peace_score": "2"
- },
- "tusayan": {},
- "belden": {},
- "saurimo": {},
- "stoneham": {},
- "oregon": {},
- "montana": {},
- "mount-rushmore-national-memorial": {},
- "estevan": {},
- "helensburgh": {},
- "grimentz": {},
- "dharavandhoo": {},
- "ross-on-wye": {},
- "san-gil": {},
- "koh-rong-beach": {},
- "vyborg": {},
- "veliky-novgorod": {},
- "pripyat": {},
- "cheboksary": {},
- "diveevsky": {},
- "nikolsk": {},
- "orillia": {},
- "kawartha-lakes": {},
- "florida-city": {},
- "castries": {},
- "roseau": {},
- "fort-de-france": {},
- "rancho-palos-verdes": {},
- "marigot": {},
- "piombino": {},
- "freckenfeld": {},
- "hergiswil": {},
- "wetzikon": {},
- "mellingen": {},
- "neuenhof": {},
- "wettingen": {},
- "parque-nacional-manuel-antonio": {},
- "ayacucho": {},
- "brockvilleon": {},
- "goa-velha": {},
- "chapala": {},
- "playa-el-tunco": {},
- "mount-maunganui": {},
- "maastrichtnetherlands": {},
- "togo": {},
- "plano": {},
- "joao-pessoa": {
- "hospital_score": "1",
- "english_speaking": "1",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "peace_score": "3"
- },
- "vernantes": {},
- "buen-hombre": {},
- "mobile": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "peace_score": "3"
- },
- "baler": {},
- "cabo-pulmo-national-park": {},
- "ripon": {},
- "aluthgama": {},
- "pennsylvania": {},
- "puerto-escondido-international-airport": {},
- "jekyll-island": {},
- "playa-flamingo": {},
- "scotia": {},
- "thiruvalla-town": {},
- "san-pedrito-beach": {},
- "townsend": {},
- "tangstad": {},
- "costa-da-caparica": {},
- "napili-honokowai": {},
- "el-prodigio": {},
- "rio-claro": {},
- "ceduna": {},
- "santa-cruz-de-le\u00f3n-cort\u00e9s": {},
- "osa-peninsula": {},
- "yantzaza": {},
- "arabba": {},
- "chopok": {},
- "trieste-\u2013-friuli-venezia-giulia-airport": {},
- "hitler's-tea-house": {},
- "mildenberg": {},
- "tupapa-tapere": {},
- "glace-bay": {},
- "margarita-island-venezuela": {},
- "kyotokyoto-prefecture": {},
- "cazenovia": {},
- "englewood": {},
- "neenah": {},
- "bang-lamung-\u0e15\u0e33\u0e1a\u0e25-\u0e1a\u0e32\u0e07\u0e25\u0e30\u0e21\u0e38\u0e07": {},
- "gornja-nugla": {},
- "muggia": {},
- "montanitasanta-elena": {},
- "in\u010dukalns": {},
- "sunrise-beach": {},
- "berrien-township": {},
- "st.-john'snl": {},
- "daytona-beach-shores": {},
- "puerto-morelos": {},
- "san-teodoro": {},
- "kragujevac": {},
- "\u010da\u010dak": {},
- "vrnja\u010dka-banja": {},
- "kraljevo": {},
- "novi-pazar": {},
- "muizenberg": {},
- "zuidwolde": {},
- "estoniya": {},
- "kawaihaehi": {},
- "castlemaine": {},
- "deception-bay": {},
- "emu-plains": {},
- "penrith": {},
- "blue-mountains": {},
- "sun-city": {},
- "ardebil": {},
- "sarp": {},
- "grand-lake": {},
- "newark-nj": {},
- "pichincha-province": {},
- "lake-atitl\u00e1nsolol\u00e1-department": {},
- "mon\u00f2ver": {},
- "westhampton": {},
- "kabul": {},
- "bryson-city": {},
- "marysville": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "peace_score": "3"
- },
- "martel": {},
- "cepagatti": {},
- "saint-jouin": {},
- "villers-sur-mer": {},
- "salles": {},
- "oyr\u00e9": {},
- "noirmoutier-en-l'\u00eele": {},
- "dinard": {},
- "sunshine-coast-regional": {},
- "samo\u00ebns": {},
- "monschau": {},
- "galapagos": {},
- "phalaborwa": {},
- "komi\u017ea": {},
- "guaimaca": {},
- "lubbock": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "peace_score": "3"
- },
- "kaaawa": {},
- "playa-de-las-americas": {},
- "vieux-fort": {},
- "united-states-space-camp": {},
- "fort-sumter-national-monument": {},
- "seabrook-island": {},
- "moss-vale": {},
- "gunning": {},
- "cowra": {},
- "parkes-regional-airport-(pke)": {},
- "nananu-i-ra-island": {},
- "peniscola": {},
- "vila-nova-de-milfontes": {},
- "leverkusen": {},
- "draper": {},
- "oak-city": {},
- "lehman-caves": {},
- "ely": {},
- "yosemite-junction": {},
- "nayarit": {},
- "neftekamsk": {},
- "erbil": {},
- "sana'a": {},
- "gagra": {},
- "valencia-city": {},
- "ulsan": {},
- "sandy-springs": {},
- "palm-harbor": {},
- "culebra": {},
- "water-island": {},
- "tarpon-springs": {}
- }
-}
\ No newline at end of file
diff --git a/data/cities_stats_ful.json b/data/cities_stats_ful.json
deleted file mode 100644
index 76828890975317aabd5496ababc7fabdd4311313..0000000000000000000000000000000000000000
--- a/data/cities_stats_ful.json
+++ /dev/null
@@ -1,25324 +0,0 @@
-{
- "cities": {
- "ho-chi-minh-city": {
- "hospital_score": "1",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
- "startup_score": "3",
- "road_traffic_score": "2",
- "ac_availability": "3",
- "lgbt_friendly": "2",
- "leisure_quality": "5",
- "peace_score": "3"
- },
- "seoul": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "5",
- "racial_tolerance": "2",
- "walkScore_score": "2",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "kon-tum": {},
- "alicante": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "3",
- "lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "4"
- },
- "amsterdam": {
- "hospital_score": "4",
- "english_speaking": "4",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "5",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "2",
- "lgbt_friendly": "5",
- "leisure_quality": "4",
- "peace_score": "4"
- },
- "london": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "4",
- "lgbt_friendly": "4",
- "leisure_quality": "5",
- "peace_score": "3"
- },
- "nha-trang": {
- "hospital_score": "-1",
- "english_speaking": "2",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "1",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "da-nang": {
- "hospital_score": "-1",
- "english_speaking": "2",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "1",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "3",
- "lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "mui-ne": {
- "hospital_score": "-1",
- "english_speaking": "2",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "1",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "3",
- "lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "paris": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "quy-nhon": {},
- "hong-kong": {
- "hospital_score": "-1",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "4",
- "leisure_quality": "5",
- "peace_score": "-1"
- },
- "chiang-mai": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
- "startup_score": "3",
- "road_traffic_score": "2",
- "ac_availability": "3",
- "lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "ko-samui": {
- "hospital_score": "1",
- "english_speaking": "2",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "5",
- "press_freedom_index_score": "3",
- "startup_score": "3",
- "road_traffic_score": "2",
- "ac_availability": "3",
- "lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "bangkok": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "5",
- "press_freedom_index_score": "3",
- "startup_score": "3",
- "road_traffic_score": "2",
- "ac_availability": "5",
- "lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "bilbao": {
- "hospital_score": "-1",
- "english_speaking": "2",
- "nightlife": "2",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
- },
- "madrid": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "4"
- },
- "barcelona": {
- "hospital_score": "3",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "3",
- "lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "4"
- },
- "valladolid": {},
- "nottingham": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "4",
- "female_friendly": "5",
- "racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "2",
- "lgbt_friendly": "4",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "istanbul": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "5",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "3",
- "lgbt_friendly": "1",
- "leisure_quality": "4",
- "peace_score": "2"
- },
- "new-york-city": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "5",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "5",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "3",
- "lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "3"
- },
- "bayonne": {},
- "faro": {},
- "cos": {},
- "tunis": {
- "hospital_score": "1",
- "english_speaking": "1",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "-1",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "3",
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- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "2"
- },
- "tusayan": {},
- "belden": {},
- "saurimo": {},
- "stoneham": {},
- "oregon": {},
- "montana": {},
- "mount-rushmore-national-memorial": {},
- "estevan": {},
- "helensburgh": {},
- "grimentz": {},
- "dharavandhoo": {},
- "ross-on-wye": {},
- "san-gil": {},
- "koh-rong-beach": {},
- "vyborg": {},
- "veliky-novgorod": {},
- "pripyat": {},
- "cheboksary": {},
- "diveevsky": {},
- "nikolsk": {},
- "orillia": {},
- "kawartha-lakes": {},
- "florida-city": {},
- "castries": {},
- "roseau": {},
- "fort-de-france": {},
- "rancho-palos-verdes": {},
- "marigot": {},
- "piombino": {},
- "freckenfeld": {},
- "hergiswil": {},
- "wetzikon": {},
- "mellingen": {},
- "neuenhof": {},
- "wettingen": {},
- "parque-nacional-manuel-antonio": {},
- "ayacucho": {},
- "brockvilleon": {},
- "goa-velha": {},
- "chapala": {},
- "playa-el-tunco": {},
- "mount-maunganui": {},
- "maastrichtnetherlands": {},
- "togo": {
- "hospital_score": "-1",
- "english_speaking": "-1",
- "nightlife": "-1",
- "female_friendly": "-1",
- "racial_tolerance": "-1",
- "walkScore_score": "-1",
- "life_score": "-1",
- "places_to_work_score": "-1",
- "friendliness_to_foreigners": "-1",
- "press_freedom_index_score": "-1",
- "startup_score": "-1",
- "road_traffic_score": "-1",
- "ac_availability": "-1",
- "lgbt_friendly": "-1",
- "leisure_quality": "-1",
- "peace_score": "-1"
- },
- "plano": {},
- "joao-pessoa": {
- "hospital_score": "1",
- "english_speaking": "1",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "3",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "2",
- "leisure_quality": "2",
- "peace_score": "3"
- },
- "vernantes": {},
- "buen-hombre": {},
- "mobile": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "1",
- "friendliness_to_foreigners": "-1",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "-1",
- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "baler": {},
- "cabo-pulmo-national-park": {},
- "ripon": {},
- "aluthgama": {},
- "pennsylvania": {},
- "puerto-escondido-international-airport": {},
- "jekyll-island": {},
- "playa-flamingo": {},
- "scotia": {},
- "thiruvalla-town": {},
- "san-pedrito-beach": {},
- "townsend": {},
- "tangstad": {},
- "costa-da-caparica": {},
- "napili-honokowai": {},
- "el-prodigio": {},
- "rio-claro": {},
- "ceduna": {},
- "santa-cruz-de-le\u00f3n-cort\u00e9s": {},
- "osa-peninsula": {},
- "yantzaza": {},
- "arabba": {},
- "chopok": {},
- "trieste-\u2013-friuli-venezia-giulia-airport": {},
- "hitler's-tea-house": {},
- "mildenberg": {},
- "tupapa-tapere": {},
- "glace-bay": {},
- "margarita-island-venezuela": {},
- "kyotokyoto-prefecture": {},
- "cazenovia": {},
- "englewood": {},
- "neenah": {},
- "bang-lamung-\u0e15\u0e33\u0e1a\u0e25-\u0e1a\u0e32\u0e07\u0e25\u0e30\u0e21\u0e38\u0e07": {},
- "gornja-nugla": {},
- "muggia": {},
- "montanitasanta-elena": {},
- "in\u010dukalns": {},
- "sunrise-beach": {},
- "berrien-township": {},
- "st.-john'snl": {},
- "daytona-beach-shores": {},
- "puerto-morelos": {},
- "san-teodoro": {},
- "kragujevac": {},
- "\u010da\u010dak": {},
- "vrnja\u010dka-banja": {},
- "kraljevo": {},
- "novi-pazar": {},
- "muizenberg": {},
- "zuidwolde": {},
- "estoniya": {},
- "kawaihaehi": {},
- "castlemaine": {},
- "deception-bay": {},
- "emu-plains": {},
- "penrith": {},
- "blue-mountains": {},
- "sun-city": {},
- "ardebil": {},
- "sarp": {},
- "grand-lake": {},
- "newark-nj": {},
- "pichincha-province": {},
- "lake-atitl\u00e1nsolol\u00e1-department": {},
- "mon\u00f2ver": {},
- "westhampton": {},
- "kabul": {
- "hospital_score": "-1",
- "english_speaking": "1",
- "nightlife": "1",
- "female_friendly": "1",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "2",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "2",
- "press_freedom_index_score": "3",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "1",
- "leisure_quality": "2",
- "peace_score": "1"
- },
- "bryson-city": {},
- "marysville": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "1",
- "friendliness_to_foreigners": "-1",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "-1",
- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "martel": {},
- "cepagatti": {},
- "saint-jouin": {},
- "villers-sur-mer": {},
- "salles": {},
- "oyr\u00e9": {},
- "noirmoutier-en-l'\u00eele": {},
- "dinard": {},
- "sunshine-coast-regional": {},
- "samo\u00ebns": {},
- "monschau": {},
- "galapagos": {},
- "phalaborwa": {},
- "komi\u017ea": {},
- "guaimaca": {},
- "lubbock": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "2",
- "friendliness_to_foreigners": "-1",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "-1",
- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
- },
- "kaaawa": {},
- "playa-de-las-americas": {},
- "vieux-fort": {},
- "united-states-space-camp": {},
- "fort-sumter-national-monument": {},
- "seabrook-island": {},
- "moss-vale": {},
- "gunning": {},
- "cowra": {},
- "parkes-regional-airport-(pke)": {},
- "nananu-i-ra-island": {},
- "peniscola": {},
- "vila-nova-de-milfontes": {},
- "leverkusen": {},
- "draper": {},
- "oak-city": {},
- "lehman-caves": {},
- "ely": {},
- "yosemite-junction": {},
- "nayarit": {},
- "neftekamsk": {},
- "erbil": {
- "hospital_score": "-1",
- "english_speaking": "3",
- "nightlife": "2",
- "female_friendly": "1",
- "racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "1",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "3",
- "lgbt_friendly": "1",
- "leisure_quality": "2",
- "peace_score": "-1"
- },
- "sana'a": {},
- "gagra": {},
- "valencia-city": {},
- "ulsan": {},
- "sandy-springs": {},
- "palm-harbor": {},
- "culebra": {},
- "water-island": {},
- "tarpon-springs": {}
- }
-}
\ No newline at end of file
diff --git a/data/cities_stats_full.csv b/data/cities_stats_full.csv
index 94ff92dc7120e4defb0c6fee9ee973dc7aa5c3df..e1bd9233dd921acfe64d09643ef72a7c36a6ed92 100644
--- a/data/cities_stats_full.csv
+++ b/data/cities_stats_full.csv
@@ -1,6248 +1,903 @@
-city,hospital_score,english_speaking,nightlife,female_friendly,racial_tolerance,walkScore_score,life_score,places_to_work_score,friendliness_to_foreigners,press_freedom_index_score,startup_score,road_traffic_score,ac_availability,lgbt_friendly,leisure_quality,peace_score
-ho-chi-minh-city,1,2,4,3,2,5,3,5,3,1,3,2,3,2,5,3
-seoul,2,3,5,5,2,2,4,5,4,4,3,3,5,3,4,3
-kon-tum,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-alicante,2,3,3,3,2,5,4,5,4,4,3,3,3,3,4,4
-amsterdam,4,4,4,4,4,5,4,5,4,5,3,3,2,5,4,4
-london,3,5,5,4,5,5,4,5,4,4,3,3,4,4,5,3
-nha-trang,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-da-nang,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-mui-ne,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-paris,4,3,5,4,3,5,4,5,3,4,3,3,5,4,4,3
-quy-nhon,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-hong-kong,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-chiang-mai,3,3,3,4,2,5,4,5,4,3,3,2,3,3,4,3
-ko-samui,1,2,4,4,2,1,3,5,5,3,3,2,3,4,4,3
-bangkok,3,3,5,4,2,5,4,5,5,3,3,2,5,4,4,3
-bilbao,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-madrid,2,3,5,4,3,5,5,5,4,4,3,3,5,5,5,4
-barcelona,3,3,5,4,2,5,4,5,3,4,3,3,3,5,5,4
-valladolid,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nottingham,4,5,4,5,5,5,4,5,4,4,3,3,2,4,3,3
-istanbul,2,3,5,2,3,5,4,5,4,3,3,3,3,1,4,2
-new-york-city,4,5,5,4,4,5,4,5,5,4,3,3,3,5,5,3
-bayonne,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-faro,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cos,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-tunis,1,1,2,2,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-crete,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-florence,3,3,2,1,2,5,3,5,5,4,3,3,3,4,5,3
-vientiane,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kuala-lumpur,3,3,3,2,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-amed-beach-karangasem,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-sanur,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-lamma-island,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kampot-province,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kep-province,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-siem-reap,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-phnom-penh,0,3,2,2,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-sliema,3,4,3,4,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kharkiv,2,2,4,1,1,5,3,5,3,4,2,3,3,1,2,1
-venice,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-tenerife,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-hue,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-hanoi,3,2,1,2,2,5,3,5,3,1,2,2,3,2,3,3
-vienna,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-longyearbyen,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-rotterdam,4,4,4,3,4,5,4,5,4,5,3,3,2,5,4,4
-dusseldorf,3,3,3,5,4,5,4,5,4,5,2,3,5,5,2,4
-innsbruck,1,3,3,3,3,5,3,5,3,5,2,3,3,3,3,4
-sharm-el-sheikh,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-aswan,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cairo,1,2,3,1,3,5,3,5,4,3,2,2,3,1,3,2
-alexandria,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-riga,2,3,3,3,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-antwerp,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-antalya,2,2,4,2,2,5,3,5,5,3,3,3,3,2,5,2
-olympos,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-fethiye,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-rhodes,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bodrum,1,3,2,2,2,5,3,5,5,3,2,3,3,3,2,2
-selçuk,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-jerusalem,3,4,5,5,4,5,4,5,3,4,3,3,4,5,3,2
-tel-aviv,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-reykjavik,5,4,3,5,5,3,4,5,4,5,3,3,5,5,3,5
-tangier,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-fes,3,2,2,2,4,5,3,5,4,3,2,2,3,2,4,3
-marrakesh,4,3,4,1,3,5,3,5,4,3,3,2,3,2,5,3
-casablanca,3,1,5,1,2,5,3,5,5,3,2,2,3,2,4,3
-varadero,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-vancouver,4,5,3,5,5,5,4,5,3,5,3,3,3,5,3,4
-chicago,3,5,3,3,4,5,3,5,3,4,3,3,3,3,4,3
-busan,2,1,3,4,3,5,4,5,4,4,3,3,5,2,4,3
-osaka,3,1,4,3,1,5,4,5,3,4,3,3,4,4,3,4
-canggu,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-townsville,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-san-francisco,4,5,5,3,4,5,4,5,5,4,4,3,5,5,3,3
-las-vegas,3,5,5,2,4,5,4,5,5,4,3,3,5,4,5,3
-reno,2,5,2,3,4,5,3,5,3,4,2,3,5,3,3,3
-crater-lake-national-park,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-portland,5,5,4,3,4,5,4,5,5,4,3,3,5,4,5,3
-seattle,4,5,4,4,4,5,4,5,4,4,3,3,2,4,3,3
-honolulu,3,3,4,5,4,5,4,5,5,4,3,3,5,4,5,3
-kamakura-shi,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-tokyo,2,1,5,4,1,5,4,5,3,4,3,3,5,4,5,4
-ko-tao,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-taipei,3,3,4,5,4,5,5,5,5,4,3,3,5,5,3,3
-kyoto,2,1,4,4,4,5,4,5,2,4,3,3,5,3,5,4
-nicosia,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-saint-françois-longchamp,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-milan,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-arnhem,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-rome,0,1,3,4,2,5,4,5,4,4,3,3,2,1,5,3
-jeju-island,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-denpasar,1,3,1,2,2,5,3,5,2,3,2,2,4,1,1,3
-guangzhou,3,1,3,3,2,5,3,5,3,1,2,2,4,2,4,3
-kuta,2,2,2,2,2,5,3,5,1,3,2,2,3,1,1,3
-ubud,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-singapore,3,5,3,5,4,5,4,5,3,3,3,3,5,2,4,4
-los-angeles,3,5,5,3,4,5,4,5,5,4,3,3,5,4,5,3
-hagen,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nijmegen,5,4,3,4,4,5,4,5,4,5,3,3,3,3,3,4
-berlin,3,5,5,5,4,5,4,5,5,5,3,3,3,5,5,4
-kraków,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bratislava,2,3,3,4,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kosice,2,3,2,4,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cologne,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kiev,5,3,4,4,3,5,4,5,5,4,3,3,3,1,4,1
-brussels,3,4,3,5,2,5,4,5,4,5,3,3,5,3,3,4
-bunschoten,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-zakopane,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-wrocław,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-edmonton,3,5,2,5,5,5,4,4,5,5,2,3,2,3,2,4
-camrose,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cranbrook,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-sparwood,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-haarlem,4,3,3,4,3,5,4,2,4,5,2,3,3,5,4,4
-the-hague,4,4,3,5,4,5,4,5,5,5,3,3,3,5,4,4
-tirana,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-durrës,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-zurich,4,3,3,5,3,5,4,5,4,5,3,3,3,4,4,4
-bern,2,5,3,5,3,5,4,5,5,5,3,3,5,5,4,4
-copenhagen,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-prague,3,4,5,5,2,5,4,5,4,5,3,3,3,4,5,4
-budapest,2,3,5,4,2,5,4,5,3,4,3,3,4,2,4,4
-dublin,3,5,3,3,5,5,4,5,3,5,3,3,1,4,3,4
-sligo,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-mechelen,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-tilburg,5,3,3,4,3,5,3,5,3,5,3,3,3,4,4,4
-bodegraven,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-porto,2,3,3,4,3,5,4,5,4,5,3,3,5,3,4,4
-lisbon,1,4,3,4,3,5,4,5,4,5,3,3,3,4,4,4
-gdansk,3,4,4,4,2,5,4,5,5,4,3,3,1,3,4,3
-ghent,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-abu-dhabi,3,5,3,2,3,5,3,5,4,3,3,3,5,1,5,3
-shenzhen,3,2,3,3,2,5,3,5,3,1,2,2,4,1,2,3
-shanghai,4,3,5,5,4,5,4,5,5,1,3,2,4,2,5,3
-athens,3,3,4,3,2,5,4,5,4,4,3,3,3,3,5,3
-oslo,3,4,3,4,4,2,4,5,4,5,3,3,2,4,4,4
-liège,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-calgary,2,5,3,3,5,5,4,5,4,5,3,3,1,3,3,4
-stockholm,4,5,4,5,4,5,4,5,4,5,3,3,3,5,4,4
-umeå,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-oswiecim,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-katowice,3,3,3,2,2,5,3,5,4,4,2,3,5,3,3,3
-zaandam,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-utrecht,4,4,4,5,4,5,4,5,5,5,3,3,3,5,4,4
-nairobi,1,5,4,1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-frankfurt,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-tromso,5,4,4,4,4,5,4,5,4,5,3,3,2,3,4,4
-groningen,4,5,3,4,4,5,4,5,4,5,3,3,2,5,3,4
-warsaw,3,4,3,4,2,5,4,5,4,4,3,3,3,2,5,3
-rzeszow,3,2,1,3,3,1,3,2,3,4,2,3,2,1,1,3
-zamość,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-berdyszcze,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-chełm,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kumów-plebański,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-haliczany,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-przeworsk,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-jawornik-polski,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-dynów,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-szklary,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-munich,0,5,5,5,4,5,4,5,5,5,3,3,5,5,5,4
-dortmund,3,3,3,3,3,2,3,2,3,5,2,3,4,3,4,4
-toronto,4,5,5,4,5,5,4,5,4,5,3,3,3,5,4,4
-seville,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-detroit,4,5,3,3,4,5,3,5,4,4,2,3,5,3,3,3
-minneapolis,3,5,2,3,4,5,4,5,5,4,3,3,5,4,4,3
-eindhoven,4,4,3,5,4,5,4,5,4,5,3,3,2,5,3,4
-bergen,5,4,3,5,4,5,4,5,4,5,3,3,2,4,4,4
-atlanta,3,5,3,4,4,5,4,5,4,4,3,3,5,5,4,3
-new-orleans,2,5,5,2,4,5,4,5,5,4,3,3,5,4,4,3
-houston,3,5,4,3,4,5,3,5,3,4,2,3,5,3,2,3
-dalkey,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-zwolle,5,4,2,4,4,5,3,5,4,5,2,3,4,4,2,4
-maastricht,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nassau,3,4,4,3,3,1,3,2,4,-1,-1,-1,-1,-1,-1,-1
-delft,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-wiesbaden,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-beijing,4,1,2,3,2,5,3,5,3,1,2,2,4,1,3,3
-macau,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-moscow,3,3,5,3,3,5,4,5,3,3,3,2,3,1,5,1
-zandvoort,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-wageningen,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-regina,3,5,3,5,5,5,4,5,4,5,3,3,5,5,3,4
-denver,5,5,3,2,4,5,4,5,4,4,3,3,3,4,3,3
-ijmuiden,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-newcastle-upon-tyne,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-edinburgh,4,5,4,5,5,5,4,5,4,4,3,3,4,4,3,3
-orlando,1,5,3,3,4,5,3,5,4,4,2,3,5,2,3,3
-tampa,4,5,4,4,4,5,3,5,4,4,3,3,5,3,3,3
-miami-beach,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-moyie,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-oxford,3,5,4,5,5,5,4,5,5,4,3,3,4,5,4,3
-muiden,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-duisburg,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kamloops,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-havana,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-grundarfjörður,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-stykkishólmur,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-jasper,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-naivasha,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nakuru,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nyahururu,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-mombasa,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-narok,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kemptville,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-ottawa,4,5,2,5,5,5,4,5,5,5,3,3,3,3,3,4
-jerome,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-kimball,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-gibbon,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-lexington,3,5,3,3,3,5,3,3,-1,-1,-1,-1,-1,-1,-1,-1
-sidney,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bradshaw,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-des-moines,4,5,3,4,4,5,3,4,5,4,2,3,5,3,3,3
-fargo,2,5,3,3,4,5,3,3,5,4,2,3,5,3,3,3
-butte,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-grande-prairie,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-vallendar,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-hamburg,3,3,3,5,4,5,4,5,4,5,3,3,1,3,5,4
-oświęcim,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-prato,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cortona,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nuremberg,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bologna,1,2,3,3,2,5,3,5,5,4,3,3,3,3,3,3
-siena,5,2,3,3,3,1,3,5,3,4,2,3,3,2,2,3
-lucca,5,3,3,3,3,1,3,3,3,4,2,3,3,2,3,3
-assisi,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-davos,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bruges,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-indio,3,5,3,4,4,5,3,-1,-1,-1,-1,-1,-1,-1,-1,-1
-long-beach,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-redding,2,5,3,3,4,5,3,2,-1,-1,-1,-1,-1,-1,-1,-1
-dallas,4,5,2,3,4,5,4,5,4,4,3,3,4,4,4,3
-santa-cruz,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-port-orford,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-mendocino,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-santa-clarita,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-yreka,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nanaimo,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-duncan,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-guelph,3,5,3,3,3,2,3,4,3,5,2,3,3,3,3,4
-kitimat,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-prince-rupert,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-jersey-city,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-yangshuo,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-guilin,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-chengdu,3,1,3,4,2,5,3,5,3,1,2,2,4,3,3,3
-songpan,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-xiahe,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-xi'an,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-mu-tian-yu,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-dunmore-town,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-carmel-by-the-sea,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-palm-springs,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-victoria,3,5,3,2,5,5,3,5,5,5,3,3,4,5,2,4
-salzburg,3,3,2,5,3,5,4,5,4,5,2,3,3,3,3,4
-vaduz,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-montreux,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-turin,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-exeter,4,5,4,5,3,1,3,2,3,4,2,3,3,4,3,3
-bristol,3,5,4,3,5,5,4,5,5,4,3,3,1,5,5,3
-cardiff,1,5,3,4,5,5,4,5,5,4,3,3,2,3,3,3
-santa-barbara,4,5,4,3,3,1,4,5,3,4,3,3,4,4,4,3
-montreal,4,4,4,5,5,5,4,5,4,5,3,3,5,5,4,4
-quebec-city,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-heidelberg,3,3,3,4,3,3,3,3,3,5,2,3,4,3,3,4
-monte-compatri,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-capri,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-sorrento,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-pisa,2,4,4,4,2,5,4,4,3,4,3,3,4,3,4,3
-monaco,3,4,4,4,3,5,3,2,4,-1,-1,-1,-1,-1,-1,-1
-èze,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-aix-en-provence,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nice,3,2,3,4,3,5,4,5,4,4,3,3,4,5,5,3
-nimes,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-carcassonne,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-zaragoza,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-abbotsford,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-ogden,4,5,4,4,4,5,3,5,4,4,2,3,5,3,2,3
-salt-lake-city,3,5,3,2,4,5,4,5,5,4,3,3,5,4,3,3
-escondido,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-washington,4,5,3,4,4,5,4,5,4,4,3,3,5,4,4,3
-ashland,3,5,3,3,3,1,3,2,3,4,2,3,4,3,3,3
-avalon,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-phoenix,4,5,3,3,4,5,3,5,2,4,2,3,4,3,3,3
-sacramento,3,5,3,5,4,5,4,5,4,4,3,3,3,4,3,3
-miami,4,4,4,4,4,5,4,5,4,4,3,3,5,5,5,3
-geneva,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-nancy,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-ericeira,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-lugano,2,4,4,5,3,5,4,3,5,5,3,3,4,4,3,4
-toulouse,3,2,4,5,3,5,4,5,4,4,3,3,4,4,4,3
-granada,1,1,2,4,2,5,3,5,3,4,2,3,3,3,3,4
-lovina-beach,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cascais,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-las-palmas,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-makassar,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-valencia,2,3,4,5,3,5,4,5,4,4,3,3,5,4,4,4
-viroinval,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-são-paulo,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-serra-grande,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-les-deux-alpes,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-ilhéus,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-samaipata,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-itacaré,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cebu,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-general-luna,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-jakarta,1,4,3,3,2,5,3,5,3,3,2,2,3,1,2,3
-phú-quốc,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cairns,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-byron-bay,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-brisbane,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bassano-del-grappa,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-bonito,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-rio-de-janeiro,2,1,5,3,4,5,3,5,4,4,2,2,4,4,5,3
-fortaleza,1,3,2,3,4,5,3,5,4,4,2,2,3,3,4,3
-belo-horizonte,1,1,3,2,4,5,3,5,4,4,2,2,2,3,2,3
-ubatuba,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-cusco,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-aguas-calientes,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-arequipa,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
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-paracas,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-lima,0,2,3,2,3,5,3,5,4,4,2,2,2,1,4,3
-baltimore,4,5,3,3,2,5,3,5,3,4,2,3,4,2,3,3
-praia-da-baleia,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-florianopolis,4,1,3,2,4,5,3,5,5,4,2,2,2,4,5,3
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-brno,3,3,3,4,2,5,4,5,4,5,3,3,3,3,3,4
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-gwangju,4,1,3,4,3,1,3,1,4,4,2,3,4,2,3,3
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-zhengzhou,2,1,3,3,2,1,3,3,3,1,2,2,4,3,3,3
-luoyang,1,2,1,3,2,3,3,1,3,1,2,2,1,2,2,3
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-dalian,1,1,2,3,2,5,3,4,4,1,2,2,2,1,3,3
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+tel-aviv,-1,5,5,4,5,4,5,4,4,3,3,5,5,5,5,2,3.89,19,4302
+reykjavik,5,3,5,5,3,4,5,4,5,3,3,5,5,3,5,5,2.83,26,3814
+tangier,-1,2,1,3,5,3,5,4,3,2,2,3,2,3,3,3,3.12,7,1509
+fes,3,2,2,4,5,3,5,4,3,2,2,3,2,4,3,3,3.02,7,1540
+marrakesh,4,4,1,3,5,3,5,4,3,3,2,3,2,5,3,3,3.34,9,1937
+casablanca,3,5,1,2,5,3,5,5,3,2,2,3,2,4,2,3,3.26,6,1555
+vancouver,4,3,5,5,5,4,5,3,5,3,3,3,5,3,5,4,3.73,27,3079
+chicago,3,3,3,4,5,3,5,3,4,3,3,3,3,4,3,3,2.78,49,3524
+busan,2,3,4,3,5,4,5,4,4,3,3,5,2,4,5,3,3.44,24,2072
+osaka,3,4,3,1,5,4,5,3,4,3,3,4,4,3,1,4,3.31,21,2570
+canggu,-1,4,4,4,3,4,5,5,3,3,2,3,4,4,4,3,4.36,20,1390
+san-francisco,4,5,3,4,5,4,5,5,4,4,3,5,5,3,5,3,3.68,49,5050
+las-vegas,3,5,2,4,5,4,5,5,4,3,3,5,4,5,5,3,3.29,38,2913
+reno,2,2,3,4,5,3,5,3,4,2,3,5,3,3,3,3,2.82,30,3072
+portland,5,4,3,4,5,4,5,5,4,3,3,5,4,5,3,3,3.02,30,3381
+seattle,4,4,4,4,5,4,5,4,4,3,3,2,4,3,5,3,3.15,31,3943
+honolulu,3,4,5,4,5,4,5,5,4,3,3,5,4,5,3,3,3.01,35,4176
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+taipei,3,4,5,4,5,5,5,5,4,3,3,5,5,3,5,3,4.55,19,2121
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+denpasar,1,1,2,2,5,3,5,2,3,2,2,4,1,1,4,3,2.95,15,708
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+los-angeles,3,5,3,4,5,4,5,5,4,3,3,5,4,5,5,3,3.32,29,4482
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+kosice,2,2,4,-1,5,3,5,3,5,2,3,3,1,4,3,4,3.07,25,1653
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+kiev,5,4,4,3,5,4,5,5,4,3,3,3,1,4,5,1,3.81,26,1858
+brussels,3,3,5,2,5,3,5,4,5,3,3,5,3,3,4,4,2.8,38,2830
+edmonton,3,2,5,5,5,4,4,5,5,2,3,2,3,2,2,4,2.9,23,2287
+haarlem,4,3,4,3,5,4,2,4,5,2,3,3,5,4,4,4,2.63,24,4703
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+budapest,2,5,4,2,5,4,5,3,4,3,3,4,2,4,4,4,4.4,43,1310
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+porto,2,3,4,3,5,4,5,4,5,3,3,5,3,4,4,4,3.97,35,1897
+lisbon,1,3,4,3,5,4,5,4,5,3,3,3,4,4,3,4,4.33,26,2032
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+regina,3,3,5,5,5,4,5,4,5,3,3,5,5,3,3,4,2.81,21,2668
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+siena,5,3,3,3,1,3,5,3,4,2,3,3,2,2,3,3,2.45,17,3587
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+iasi,1,3,3,2,5,3,5,3,4,2,3,2,2,3,2,4,3.13,38,1354
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+visalia,2,3,3,4,5,3,1,-1,4,2,3,-1,3,3,4,3,2.7,63,2625
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+bradenton,3,3,4,4,3,3,1,-1,4,2,3,-1,3,3,4,3,2.57,46,3592
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+dijon,3,3,4,4,5,3,1,2,4,2,3,3,3,4,4,3,2.54,35,3313
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+karachi,1,2,1,4,5,3,5,3,3,2,2,3,1,1,2,1,2.63,4,1127
+duluth,4,3,4,4,1,3,2,-1,4,2,3,-1,3,3,4,3,2.61,27,3390
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+sorocaba,1,3,2,3,1,3,2,3,4,2,2,2,3,3,2,3,3.06,9,1125
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+bucaramanga,0,4,3,3,5,3,5,3,3,2,2,3,3,3,-1,2,3.06,6,802
+turku,-1,3,5,4,5,3,5,4,5,3,3,3,3,3,5,4,2.81,25,2639
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+port-of-spain,-1,4,3,3,2,3,5,4,4,2,2,2,3,4,3,3,3.01,13,1883
+ferrara,5,3,3,3,1,3,5,3,4,2,3,3,2,4,3,3,2.6,15,3864
+giza,2,4,1,3,1,3,5,3,3,2,2,3,1,3,3,2,3.3,6,1100
+bakersfield,2,3,3,4,5,3,2,-1,4,2,3,-1,3,3,4,3,2.71,41,2747
+lake-havasu-city,3,3,4,5,2,3,1,-1,4,2,3,-1,3,3,4,3,2.67,57,3369
+senggigi,-1,2,2,2,2,3,3,3,3,2,2,2,1,2,2,3,2.99,8,630
+lansing,5,3,2,4,5,3,1,-1,4,2,3,-1,3,3,4,3,2.46,41,3019
+vladivostok,-1,3,3,2,5,3,5,3,3,2,2,2,1,2,2,1,2.81,12,2144
+indore,1,2,2,1,5,3,5,2,3,2,2,2,1,4,1,2,2.8,7,1324
+lucknow,0,3,3,1,5,3,5,3,3,2,2,2,3,3,2,2,2.7,6,871
diff --git a/data/cities_stats_full.json b/data/cities_stats_full.json
index 3fa8add797efa34ef6c2d60cbdaecb58d2043b10..fa1179f616023c7975a1f4244651f7c3485eff18 100644
--- a/data/cities_stats_full.json
+++ b/data/cities_stats_full.json
@@ -1,15791 +1,18946 @@
{
"cities": {
"ho-chi-minh-city": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
+ "freedom_of_speech": "1",
"startup_score": "3",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "3",
"lgbt_friendly": "2",
- "leisure_quality": "5",
- "peace_score": "3"
+ "fun": "5",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "4.14",
+ "internet_mbs": 21,
+ "cost_dollars_per_month": 1034
},
"seoul": {
- "hospital_score": "2",
- "english_speaking": "3",
+ "hospital_availability": "2",
"nightlife": "5",
"female_friendly": "5",
"racial_tolerance": "2",
- "walkScore_score": "2",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "2",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.66",
+ "internet_mbs": 18,
+ "cost_dollars_per_month": 2578
},
- "kon-tum": {},
"alicante": {
- "hospital_score": "2",
- "english_speaking": "3",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "4"
+ "fun": "4",
+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "3.43",
+ "internet_mbs": 27,
+ "cost_dollars_per_month": 2135
},
"amsterdam": {
- "hospital_score": "4",
- "english_speaking": "4",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "5",
+ "freedom_of_speech": "5",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "2",
"lgbt_friendly": "5",
- "leisure_quality": "4",
- "peace_score": "4"
+ "fun": "4",
+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "3.66",
+ "internet_mbs": 23,
+ "cost_dollars_per_month": 4940
},
"london": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "4",
- "leisure_quality": "5",
- "peace_score": "3"
+ "fun": "5",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.79",
+ "internet_mbs": 17,
+ "cost_dollars_per_month": 4074
+ },
+ "nha-trang": {
+ "hospital_availability": -1,
+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "1",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "3",
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.35",
+ "internet_mbs": 11,
+ "cost_dollars_per_month": 648
+ },
+ "da-nang": {
+ "hospital_availability": -1,
+ "nightlife": "2",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "1",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "2",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.82",
+ "internet_mbs": 14,
+ "cost_dollars_per_month": 1031
+ },
+ "mui-ne": {
+ "hospital_availability": -1,
+ "nightlife": "2",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "1",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "2",
+ "fun": "3",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.16",
+ "internet_mbs": 8,
+ "cost_dollars_per_month": 874
},
- "nha-trang": {},
- "da-nang": {},
- "mui-ne": {},
"paris": {
- "hospital_score": "4",
- "english_speaking": "3",
+ "hospital_availability": "4",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
+ "ac_availability": "5",
+ "lgbt_friendly": "4",
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.62",
+ "internet_mbs": 25,
+ "cost_dollars_per_month": 4081
+ },
+ "hong-kong": {
+ "hospital_availability": -1,
+ "nightlife": "5",
+ "female_friendly": "3",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "5",
+ "wifi_availability": "1",
+ "peace": -1,
+ "nomad_score": "3.07",
+ "internet_mbs": 70,
+ "cost_dollars_per_month": 2406
},
- "quy-nhon": {},
- "hong-kong": {},
"chiang-mai": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "3",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "4.41",
+ "internet_mbs": 23,
+ "cost_dollars_per_month": 1124
},
"ko-samui": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "1",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "3",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "3",
"lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "3.38",
+ "internet_mbs": 17,
+ "cost_dollars_per_month": 1765
},
"bangkok": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "3",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "4.56",
+ "internet_mbs": 24,
+ "cost_dollars_per_month": 1519
+ },
+ "bilbao": {
+ "hospital_availability": -1,
+ "nightlife": "2",
+ "female_friendly": "4",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "4",
+ "startup_score": "3",
+ "traffic_safety": "3",
+ "ac_availability": "5",
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "2.75",
+ "internet_mbs": 34,
+ "cost_dollars_per_month": 3172
},
- "bilbao": {},
"madrid": {
- "hospital_score": "2",
- "english_speaking": "3",
+ "hospital_availability": "2",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "5",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "5",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "4"
+ "fun": "5",
+ "wifi_availability": "5",
+ "peace": "4",
+ "nomad_score": "4.3",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 3347
},
"barcelona": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "4"
+ "fun": "5",
+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "4.23",
+ "internet_mbs": 40,
+ "cost_dollars_per_month": 2858
},
- "valladolid": {},
"nottingham": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "2",
"lgbt_friendly": "4",
- "leisure_quality": "3",
- "peace_score": "3"
+ "fun": "3",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.68",
+ "internet_mbs": 22,
+ "cost_dollars_per_month": 3494
},
"istanbul": {
- "hospital_score": "2",
- "english_speaking": "3",
+ "hospital_availability": "2",
"nightlife": "5",
"female_friendly": "2",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "1",
- "leisure_quality": "4",
- "peace_score": "2"
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "4.12",
+ "internet_mbs": 11,
+ "cost_dollars_per_month": 1361
},
"new-york-city": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "5",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "5",
- "leisure_quality": "5",
- "peace_score": "3"
+ "fun": "5",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.91",
+ "internet_mbs": 32,
+ "cost_dollars_per_month": 4945
},
- "bayonne": {},
- "faro": {},
- "cos": {},
"tunis": {
- "hospital_score": "1",
- "english_speaking": "1",
+ "hospital_availability": "1",
"nightlife": "2",
- "female_friendly": "2"
+ "female_friendly": "2",
+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "1",
+ "fun": "5",
+ "wifi_availability": -1,
+ "peace": "3",
+ "nomad_score": "3.48",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1052
},
- "crete": {},
"florence": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "1",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "4",
- "leisure_quality": "5",
- "peace_score": "3"
+ "fun": "5",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.91",
+ "internet_mbs": 16,
+ "cost_dollars_per_month": 3087
+ },
+ "vientiane": {
+ "hospital_availability": -1,
+ "nightlife": "1",
+ "female_friendly": "3",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "5",
+ "freedom_of_speech": "2",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "1",
+ "lgbt_friendly": "3",
+ "fun": "1",
+ "wifi_availability": "1",
+ "peace": "3",
+ "nomad_score": "2.98",
+ "internet_mbs": 3,
+ "cost_dollars_per_month": 1009
},
- "vientiane": {},
"kuala-lumpur": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "3",
- "female_friendly": "2"
+ "female_friendly": "2",
+ "racial_tolerance": -1,
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "3",
+ "startup_score": "3",
+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "1",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "4.05",
+ "internet_mbs": 15,
+ "cost_dollars_per_month": 1308
+ },
+ "sanur": {
+ "hospital_availability": -1,
+ "nightlife": "1",
+ "female_friendly": "3",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "1",
+ "fun": "3",
+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "3.09",
+ "internet_mbs": 12,
+ "cost_dollars_per_month": 777
+ },
+ "siem-reap": {
+ "hospital_availability": -1,
+ "nightlife": "2",
+ "female_friendly": "2",
+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "3",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "1",
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.28",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 1025
},
- "amed-beach-karangasem": {},
- "sanur": {},
- "lamma-island": {},
- "kampot-province": {},
- "kep-province": {},
- "siem-reap": {},
"phnom-penh": {
- "hospital_score": "0",
- "english_speaking": "3",
+ "hospital_availability": "0",
"nightlife": "2",
- "female_friendly": "2"
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},
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},
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},
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},
- "sel\u00e7uk": {},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
- "\u00e8ze": {},
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+ },
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},
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},
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},
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},
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+ },
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+ },
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},
- "kumanovo-municipality": {},
- "pristina": {},
- "kotor": {},
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- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "2",
"female_friendly": "2",
"racial_tolerance": "3",
- "walkScore_score": "3",
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- "places_to_work_score": "5",
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+ },
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+ },
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+ "cost_dollars_per_month": 1715
+ },
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+ "cost_dollars_per_month": 4484
},
- "mostar": {},
- "punat": {},
- "bad-hofgastein": {},
- "mammendorf": {},
- "essaouira": {},
- "kralendijk": {},
"mountain-view": {
- "hospital_score": "5",
- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "2",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
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"lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
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+ "cost_dollars_per_month": 4430
+ },
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+ "cost_dollars_per_month": 872
},
- "el-port-de-la-selva": {},
- "dahab": {},
- "new-england": {},
- "malaysia": {},
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- "female_friendly": "4",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "3"
- },
- "sunnyvale": {},
- "yosemite-national-park": {},
- "zion-national-park": {},
- "bryce-canyon-national-park": {},
- "capitol-reef-national-park": {},
- "yellowstone-national-park": {},
- "waterton-lakes-national-park": {},
- "glacier-national-park": {},
- "bwejuu": {},
- "zanzibar-urban/west-region": {},
- "suzdal": {},
- "nizhny-novgorod": {},
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+ "nightlife": "3",
+ "female_friendly": "4",
+ "racial_tolerance": "3",
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+ "peace": "4",
+ "nomad_score": "2.79",
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+ "cost_dollars_per_month": 3123
+ },
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"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
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+ "cost_dollars_per_month": 1900
},
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"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "cost_dollars_per_month": 1432
+ },
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+ "peace": "3",
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+ "cost_dollars_per_month": 1459
+ },
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+ "cost_dollars_per_month": 1382
},
- "belgrade": {},
- "krabi": {},
- "guam": {},
- "bamberg": {},
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- "english_speaking": "3",
+ "hospital_availability": "3",
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+ "female_friendly": "1",
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+ "cost_dollars_per_month": 2743
},
"interlaken": {
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "4",
- "places_to_work_score": "3",
+ "walkability": "1",
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+ "cost_dollars_per_month": 4545
},
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"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "3",
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+ "cost_dollars_per_month": 2976
},
- "voiron": {},
"birmingham": {
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- "english_speaking": "5",
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"nightlife": "2",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
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+ "places_to_work_from": "5",
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+ "nomad_score": "2.79",
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+ "cost_dollars_per_month": 3266
},
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"nightlife": "2",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
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"ac_availability": "2",
"lgbt_friendly": "2",
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- "peace_score": "3"
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+ "nomad_score": "3.27",
+ "internet_mbs": 9,
+ "cost_dollars_per_month": 885
},
"george-town": {
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+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
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"ac_availability": "3",
"lgbt_friendly": "1",
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+ "wifi_availability": "3",
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+ "nomad_score": "3.23",
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+ "cost_dollars_per_month": 1029
},
- "sarand\u00eb": {},
"kuching": {
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- "english_speaking": "3",
+ "hospital_availability": "1",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
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+ "places_to_work_from": "5",
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"lgbt_friendly": "1",
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+ "nomad_score": "3.17",
+ "internet_mbs": 12,
+ "cost_dollars_per_month": 906
},
- "taipei-city": {},
- "hualien-city": {},
"kaohsiung": {
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- "english_speaking": "1",
+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "5",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
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+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "2",
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+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.43",
+ "internet_mbs": 25,
+ "cost_dollars_per_month": 1050
+ },
+ "pokhara": {
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+ "nightlife": "2",
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+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
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+ "freedom_of_speech": "4",
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.52",
+ "internet_mbs": 5,
+ "cost_dollars_per_month": 685
},
- "pokhara": {},
"dhaka": {
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- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "1",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
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+ "traffic_safety": "3",
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- "leisure_quality": "1",
- "peace_score": "3"
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+ "wifi_availability": "1",
+ "peace": "3",
+ "nomad_score": "2.72",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1508
},
"kathmandu": {
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- "english_speaking": "5",
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"nightlife": "2",
- "female_friendly": "3"
+ "female_friendly": "3",
+ "racial_tolerance": -1,
+ "walkability": "5",
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.48",
+ "internet_mbs": 4,
+ "cost_dollars_per_month": 688
},
- "lombok": {},
- "scotland": {},
- "tarifa": {},
- "torrevieja": {},
- "java": {},
- "naha": {
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- "english_speaking": "3",
+ "tarifa": {
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"nightlife": "3",
- "female_friendly": "4",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "5",
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},
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- "ao-nang": {},
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},
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- "english_speaking": "5",
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},
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},
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},
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"female_friendly": "3",
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},
- "katakolo": {},
- "mediterranean-sea": {},
- "minorca": {},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "2",
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},
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- "leisure_quality": "4",
- "peace_score": "3"
- },
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- "granada-department": {},
- "playa-del-carmen": {},
- "montego-bay": {},
- "puerto-viejo": {},
- "bocas-del-toro-province": {},
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+ "peace": "3",
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+ "cost_dollars_per_month": 1032
+ },
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+ "cost_dollars_per_month": 1606
+ },
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+ "cost_dollars_per_month": 1450
+ },
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+ "peace": "3",
+ "nomad_score": "2.67",
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+ "cost_dollars_per_month": 2455
+ },
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+ "nightlife": "2",
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+ "peace": "3",
+ "nomad_score": "2.87",
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+ "cost_dollars_per_month": 2541
+ },
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"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "cost_dollars_per_month": 6293
},
- "aruba": {},
- "cura\u00e7ao": {},
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- "english_speaking": "3",
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"nightlife": "3",
"female_friendly": "3",
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- "walkScore_score": "5",
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},
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+ "cost_dollars_per_month": 966
+ },
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+ "cost_dollars_per_month": 1464
},
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"female_friendly": "4",
"racial_tolerance": "4",
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},
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},
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"female_friendly": "5",
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+ },
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},
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- "trashigang-district": {},
- "samdrup-jongkhar-district": {},
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},
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},
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},
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},
- "inari": {},
- "kirkenes-centre": {},
- "nordkapp": {},
- "bod\u00f8": {},
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"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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},
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"racial_tolerance": "4",
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- },
- "fl\u00e5m": {},
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- "yotsuya": {},
- "higashiizu": {},
- "gotanda": {},
- "narita-shi": {},
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- "miyake-mura": {},
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+ "peace": "4",
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+ "cost_dollars_per_month": 4224
+ },
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"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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+ "cost_dollars_per_month": 2443
},
"austin": {
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"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "cost_dollars_per_month": 3420
},
- "norwalk": {},
- "torrington": {},
- "poughkeepsie": {},
- "kilimanjaro-region": {},
- "sanya-juu": {},
- "karatu": {},
- "robanda": {},
- "zanzibar": {},
- "nungwi": {},
"kigali": {
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"nightlife": "3",
- "female_friendly": "4"
+ "female_friendly": "4",
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+ "walkability": "5",
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+ "cost_dollars_per_month": 1514
},
- "bwindi-park-gate": {},
- "dodoma": {},
- "iringa-region": {},
- "mapogoro": {},
"winnipeg": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
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+ "cost_dollars_per_month": 2271
},
- "churchill": {},
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"nightlife": "2",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "peace": "4",
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+ "cost_dollars_per_month": 2488
+ },
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+ "nightlife": "2",
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+ "lgbt_friendly": "1",
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+ "wifi_availability": "2",
+ "peace": "4",
+ "nomad_score": "2.94",
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+ "cost_dollars_per_month": 1760
},
- "jelsa": {},
- "hvar": {},
- "\u0161olta": {},
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- "english_speaking": "3",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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+ "places_to_work_from": "5",
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+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "3.9",
+ "internet_mbs": 20,
+ "cost_dollars_per_month": 1919
},
- "east-lansing": {},
- "traverse-city": {},
"brighton": {
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- "english_speaking": "4",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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+ "peace": "3",
+ "nomad_score": "2.74",
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+ "cost_dollars_per_month": 4029
},
- "manistee": {},
- "northport": {},
- "interlochen": {},
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- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "3",
"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "1"
- },
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- "muskegon": {},
- "acadia-national-park": {},
- "winter-harbor": {},
- "standish": {},
- "hampton": {},
- "trenton": {},
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+ "lgbt_friendly": "3",
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+ "peace": "3",
+ "nomad_score": "2.57",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 2890
+ },
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"female_friendly": "3",
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+ "peace": "2",
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+ "cost_dollars_per_month": 1078
+ },
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},
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- "courtallam": {},
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- "palolem": {},
- "morjim": {},
- "chiplun": {},
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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},
- "navi-mumbai": {},
- "vapi": {},
- "ankleshwar": {},
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"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "2.94",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 625
+ },
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+ "peace": "2",
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+ "cost_dollars_per_month": 1087
},
- "udaipur": {},
- "jodhpur": {},
- "jaisalmer": {},
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- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "1",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
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"lgbt_friendly": "1",
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+ "nomad_score": "2.88",
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+ "cost_dollars_per_month": 1106
},
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"nightlife": "4",
"female_friendly": "1",
"racial_tolerance": "2",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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"lgbt_friendly": "5",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "addis-ababa": {},
- "arusha": {},
- "kilimanjaro-international-airport": {},
- "lake-eyasi": {},
- "serengeti-national-park": {},
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+ "peace": "3",
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+ "cost_dollars_per_month": 1471
+ },
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+ "cost_dollars_per_month": 853
+ },
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"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "cost_dollars_per_month": 3486
},
- "dickinson": {},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "5",
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+ "cost_dollars_per_month": 4092
},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
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+ "lgbt_friendly": "3",
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+ "peace": "3",
+ "nomad_score": "2.77",
+ "internet_mbs": 35,
+ "cost_dollars_per_month": 3212
},
- "black-rock-city": {},
- "fallon": {},
"bozeman": {
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
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+ "lgbt_friendly": "3",
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+ "peace": "3",
+ "nomad_score": "2.76",
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+ "cost_dollars_per_month": 3718
},
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
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+ "cost_dollars_per_month": 3747
+ },
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "5",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "hill-city": {},
- "camas": {},
- "sisters": {},
- "eugene": {},
- "kellogg": {},
- "banff": {},
- "radium-hot-springs": {},
- "warner": {},
- "kalamazoo": {},
- "baie-lazare": {},
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+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
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+ "peace": "3",
+ "nomad_score": "2.64",
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+ "cost_dollars_per_month": 2921
+ },
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+ "nightlife": "3",
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+ "lgbt_friendly": "4",
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+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "2.88",
+ "internet_mbs": 46,
+ "cost_dollars_per_month": 2574
+ },
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- "english_speaking": "1",
+ "hospital_availability": "4",
"nightlife": "1",
"female_friendly": "2",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1",
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"friendliness_to_foreigners": "2",
- "press_freedom_index_score": "4",
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"ac_availability": "4",
"lgbt_friendly": "1",
- "leisure_quality": "2",
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+ "fun": "2",
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+ "peace": "3",
+ "nomad_score": "2.84",
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+ "cost_dollars_per_month": 1106
},
- "morondava": {},
- "bekopaka": {},
- "belo-tsiribihina": {},
- "masoarivo": {},
- "anosimena": {},
- "miandrivazo": {},
- "antsirabe": {},
- "hachij\u014d-jima": {},
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- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "2",
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"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "4",
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+ "peace": "3",
+ "nomad_score": "2.46",
+ "internet_mbs": 36,
+ "cost_dollars_per_month": 3522
+ },
+ "luang-prabang": {
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+ "nightlife": "3",
+ "female_friendly": "3",
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+ "walkability": "5",
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+ "peace": "3",
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+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1216
},
- "pak-chong": {},
- "luang-prabang": {},
"sofia": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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"friendliness_to_foreigners": "4",
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"ac_availability": "5",
"lgbt_friendly": "1",
- "leisure_quality": "4",
- "peace_score": "4"
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+ "wifi_availability": "5",
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+ "nomad_score": "4.02",
+ "internet_mbs": 23,
+ "cost_dollars_per_month": 1276
},
- "lagonisi": {},
- "porto-koufo": {},
"buffalo": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "4",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "4",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
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- "road_traffic_score": "3",
+ "freedom_of_speech": "4",
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+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.76",
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+ "cost_dollars_per_month": 3026
},
"tallinn": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "5",
+ "freedom_of_speech": "5",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "4",
- "leisure_quality": "3",
- "peace_score": "3"
+ "fun": "3",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.2",
+ "internet_mbs": 22,
+ "cost_dollars_per_month": 2254
+ },
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+ "nightlife": "2",
+ "female_friendly": "2",
+ "racial_tolerance": "2",
+ "walkability": "1",
+ "quality_of_life": "3",
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+ "freedom_of_speech": "3",
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+ "ac_availability": "2",
+ "lgbt_friendly": "1",
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "3.11",
+ "internet_mbs": 9,
+ "cost_dollars_per_month": 1110
},
- "ko-samet": {},
- "amed-beach": {},
- "gili-air": {},
- "gili-trawangan": {},
- "ogasawara": {},
"sendai": {
- "hospital_score": "2",
- "english_speaking": "1",
+ "hospital_availability": "2",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "2",
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"ac_availability": "5",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
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+ "nomad_score": "2.88",
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+ "cost_dollars_per_month": 2680
},
- "nagano": {},
- "matsumoto": {},
- "kashgar": {},
"tehran": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "1",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
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+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "2.84",
+ "internet_mbs": 5,
+ "cost_dollars_per_month": 1666
},
"shiraz": {
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+ },
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},
- "dikanak": {},
- "isfahan": {},
- "yazd": {},
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- "english_speaking": "2",
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"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
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+ "quality_of_life": "3",
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},
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"nightlife": "1",
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+ "female_friendly": "2",
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},
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- "english_speaking": "2",
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"nightlife": "2",
- "female_friendly": "2"
+ "female_friendly": "2",
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},
- "ngapali-beach": {},
- "ngwesaung": {},
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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"friendliness_to_foreigners": "4",
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"ac_availability": "5",
"lgbt_friendly": "3",
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+ "cost_dollars_per_month": 3288
},
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- "english_speaking": "5",
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
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+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "4",
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+ "cost_dollars_per_month": 3885
},
- "granville-ferry": {},
"halifax": {
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "2",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "4",
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"friendliness_to_foreigners": "4",
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"ac_availability": "1",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
- },
- "port-hood": {},
- "baddeck": {},
- "charlottetown": {},
- "saint-john": {},
- "bar-harbor": {},
- "metropolitan-city-of-venice": {},
- "cinisi": {},
- "santorini": {},
- "mikonos": {},
- "vis": {},
- "bol": {},
- "makarska": {},
- "bra\u010d": {},
- "ka\u015f": {},
- "pamukkale": {},
- "kalymnos": {},
- "leipsoi": {},
- "patmos": {},
- "leros": {},
- "kos": {},
- "plitvice-lakes-national-park": {},
- "tetouan": {},
- "chefchaouen": {},
- "ouarzazate": {},
- "imlil": {},
- "huaraz": {},
- "machu-picchu": {},
- "iquitos": {},
- "comstock-park": {},
- "maafushi": {},
- "male": {},
- "rangali": {},
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+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "2.95",
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+ "cost_dollars_per_month": 2310
+ },
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+ "cost_dollars_per_month": 3545
+ },
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+ "lgbt_friendly": "1",
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+ "wifi_availability": "1",
+ "peace": -1,
+ "nomad_score": "3.19",
+ "internet_mbs": 3,
+ "cost_dollars_per_month": 1218
+ },
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- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "2",
- "female_friendly": "3"
+ "female_friendly": "3",
+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
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+ "traffic_safety": "2",
+ "ac_availability": "5",
+ "lgbt_friendly": "2",
+ "fun": "4",
+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "3.12",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 2139
},
- "sur": {},
- "al-khaluf": {},
- "hasik": {},
- "mirbat": {},
- "salalah": {},
- "haima": {},
"jeddah": {
- "hospital_score": "0",
- "english_speaking": "2",
+ "hospital_availability": "0",
"nightlife": "2",
"female_friendly": "1",
"racial_tolerance": "2",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "1",
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- "road_traffic_score": "2",
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- "lgbt_friendly": "1",
- "leisure_quality": "1",
- "peace_score": "2"
- },
- "madain-saleh": {},
- "ngorongoro-crater": {},
- "h\u1ea1-long-bay": {},
- "sa-pa": {},
- "malm\u00f6": {},
- "sant-celoni": {},
- "puta-o": {},
- "old-bagan": {},
- "shillong": {},
- "kaziranga-national-park": {},
- "birpara": {},
- "gangtok": {},
- "jorethang": {},
- "darjeeling": {},
- "siliguri": {},
- "malda": {},
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+ "traffic_safety": "2",
+ "ac_availability": "5",
+ "lgbt_friendly": "1",
+ "fun": "1",
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+ "peace": "2",
+ "nomad_score": "2.41",
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+ "cost_dollars_per_month": 2385
+ },
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+ "nightlife": "2",
+ "female_friendly": "3",
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+ "quality_of_life": "3",
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+ "freedom_of_speech": "1",
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+ "lgbt_friendly": "2",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.06",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 956
+ },
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- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "1",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
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- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "2",
"lgbt_friendly": "1",
- "leisure_quality": "3",
- "peace_score": "2"
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+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "2.67",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 725
+ },
+ "bhubaneswar": {
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+ "nightlife": "1",
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+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "2.63",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1301
+ },
+ "visakhapatnam": {
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+ "nightlife": "3",
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+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
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+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "3",
+ "internet_mbs": 8,
+ "cost_dollars_per_month": 1409
},
- "bhubaneswar": {},
- "visakhapatnam": {},
- "ongole": {},
- "bangalore": {},
- "valparai": {},
- "beppu": {},
"kagoshima": {
- "hospital_score": "3",
- "english_speaking": "1",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "2",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "2",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
+ "fun": "3",
+ "wifi_availability": "2",
+ "peace": "4",
+ "nomad_score": "2.76",
+ "internet_mbs": 24,
+ "cost_dollars_per_month": 3451
},
- "kanchanaburi": {},
- "cha-am": {},
- "mueang-chiang-rai": {},
"beirut": {
- "hospital_score": "2",
- "english_speaking": "4",
+ "hospital_availability": "2",
"nightlife": "5",
- "female_friendly": "3"
+ "female_friendly": "3",
+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "4",
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+ "traffic_safety": "2",
+ "ac_availability": "5",
+ "lgbt_friendly": "3",
+ "fun": "5",
+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "3.12",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1751
},
"cali": {
- "hospital_score": "1",
- "english_speaking": "1",
+ "hospital_availability": "1",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "2",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "2",
"lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "2"
+ "fun": "3",
+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "3.13",
+ "internet_mbs": 9,
+ "cost_dollars_per_month": 1066
},
- "palomino": {},
- "la-guajira": {},
- "clearwater": {},
"wilmington": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1"
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.45",
+ "internet_mbs": 49,
+ "cost_dollars_per_month": 3299
+ },
+ "hua-hin": {
+ "hospital_availability": -1,
+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "1",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
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+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "2",
+ "fun": "2",
+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "3.04",
+ "internet_mbs": 20,
+ "cost_dollars_per_month": 1493
},
- "hua-hin": {},
- "mauritius": {},
- "brigantine": {},
"davenport": {
- "hospital_score": "2",
- "english_speaking": "5",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1"
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.53",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 2810
},
"grand-junction": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "5",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 3055
},
- "fernley": {},
- "montebello": {},
- "wendover": {},
"schenectady": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "corona": {},
- "manhattan-beach": {},
- "san-luis-obispo": {},
- "crescent-city": {},
- "chemult": {},
- "blue-lagoon": {},
- "\u00f6lfus": {},
- "holmur": {},
- "gunnarsh\u00f3lmi": {},
- "selfoss": {},
- "akureyri": {},
- "'s-hertogenbosch": {},
- "eden-prairie": {},
+ "hospital_availability": "4",
+ "nightlife": "3",
+ "female_friendly": "4",
+ "racial_tolerance": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.52",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 3308
+ },
"new-haven": {
- "hospital_score": "4",
- "english_speaking": "5",
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},
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},
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},
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"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "4",
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},
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"nightlife": "3",
"female_friendly": "3",
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- },
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+ },
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+ },
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+ "cost_dollars_per_month": 639
+ },
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},
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},
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},
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- "spain": {},
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"nightlife": "3",
"female_friendly": "3",
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},
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- },
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- "malacca": {},
- "malaysia-national-park": {},
- "goa": {},
- "ko-phi-phi": {},
- "lamezia-terme": {},
- "tropea": {},
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+ },
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+ },
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+ },
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+ "peace": "3",
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+ "cost_dollars_per_month": 1294
+ },
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"nightlife": "2",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "5",
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"lgbt_friendly": "5",
- "leisure_quality": "3",
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+ "cost_dollars_per_month": 1712
+ },
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+ "cost_dollars_per_month": 3421
},
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- "naples": {},
- "igua\u00e7u": {},
"mendoza": {
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- "english_speaking": "2",
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"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "3",
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},
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- "koudekerke": {},
- "coron": {},
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- "kruger-national-park": {},
- "st-andrews": {},
- "saint-andrews": {},
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"nightlife": "4",
"female_friendly": "4",
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+ "cost_dollars_per_month": 3181
},
"santo-domingo": {
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- "english_speaking": "2",
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "4",
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+ "nomad_score": "3.05",
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+ "cost_dollars_per_month": 1658
},
- "fiji": {},
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
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+ "cost_dollars_per_month": 1018
},
"cordoba": {
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"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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+ "nomad_score": "3.26",
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+ "cost_dollars_per_month": 1604
},
- "salta": {},
- "salar-de-uyuni": {},
- "la-paz": {},
- "lago-titicaca": {},
- "guayaquil": {
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- "english_speaking": "2",
- "nightlife": "2",
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+ "nightlife": "3",
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+ "lgbt_friendly": "4",
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+ "peace": "3",
+ "nomad_score": "3.47",
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+ "cost_dollars_per_month": 710
+ },
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+ "nightlife": "3",
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+ "peace": "3",
+ "nomad_score": "3.2",
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+ "cost_dollars_per_month": 971
+ },
+ "guayaquil": {
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"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "5",
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+ "peace": "3",
+ "nomad_score": "2.98",
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+ "cost_dollars_per_month": 1279
+ },
+ "galapagos-islands": {
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+ "lgbt_friendly": "3",
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+ "peace": "3",
+ "nomad_score": "2.82",
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+ "cost_dollars_per_month": 2340
},
- "galapagos-islands": {},
"quito": {
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "places_to_work_from": "5",
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+ "peace": "3",
+ "nomad_score": "3.11",
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+ "cost_dollars_per_month": 1067
+ },
+ "santa-marta": {
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},
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},
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},
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+ "cost_dollars_per_month": 1365
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+ },
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},
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- "puerto-rico": {},
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"nightlife": "4",
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},
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},
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"nightlife": "3",
"female_friendly": "3",
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},
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- "nakijin-son": {},
- "nago": {},
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"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "1",
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+ "cost_dollars_per_month": 1469
},
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"tashkent": {
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- "english_speaking": "1",
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"nightlife": "3",
- "female_friendly": "3"
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+ "cost_dollars_per_month": 870
},
- "\u0445\u0438\u0432\u0430": {},
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- "karakol": {},
- "candolim": {},
- "panjim": {},
"chennai": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
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- "leisure_quality": "2",
- "peace_score": "2"
- },
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- "hengchun-township": {},
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- "sukhothai": {},
- "chiang-khong": {},
- "subic": {},
- "angeles": {},
- "asin-hotspring": {},
- "hakuba-mura": {},
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+ "quality_of_life": "3",
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+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "3.02",
+ "internet_mbs": 10,
+ "cost_dollars_per_month": 687
+ },
"brasov": {
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
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+ "walkability": "5",
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"friendliness_to_foreigners": "3",
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+ "cost_dollars_per_month": 1439
+ },
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+ "cost_dollars_per_month": 1581
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"female_friendly": "4",
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- "cocos-(keeling)-islands": {},
- "pangkor-island": {},
"jacksonville": {
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "4",
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+ },
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},
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- "nightlife": "3",
- "female_friendly": "2"
- },
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- "dominical": {},
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- "dunas-de-maspalomas": {},
- "\u00e5re": {},
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+ "cost_dollars_per_month": 1249
+ },
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+ },
+ "bocas-del-toro": {
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"nightlife": "4",
"female_friendly": "3",
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},
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+ },
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"female_friendly": "5",
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"ac_availability": "4",
"lgbt_friendly": "4",
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},
"strasbourg": {
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- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
- },
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- "croatia": {},
- "siegburg": {},
- "brouwersdam": {},
- "chatham": {},
- "bi\u1ec3n-h\u1ed3": {},
- "bangli": {},
- "karang-asem": {},
- "padangbai": {},
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- "pak-nam-pran": {},
- "south-korea": {},
- "pranburi-beach": {},
- "altenmarkt-im-pongau": {},
- "alexandria-governorateegypt": {},
- "marsa-alam": {},
- "schliersee": {},
- "sankt-peter-ording": {},
- "boom": {},
- "valmorel": {},
- "oostvoorne": {},
- "new-south-wales": {},
- "queensland": {},
- "northern-territory": {},
- "komodo": {},
- "pulau-perhentian-besar": {},
- "qesm-hurghada": {},
- "pacific-coast-highway": {},
- "napa-valley": {},
- "mesa-verde-national-park": {},
- "canyon-de-chelly-national-monument": {},
- "grand-canyon-national-park": {},
- "hlavn\u00ed-m\u011bsto-praha": {},
- "sequoia-national-park": {},
- "reit-im-winkl": {},
- "lake-powell": {},
- "arches-national-park-entrance-station": {},
- "le-touquet": {},
- "cayo-guillermo": {},
- "punta-cana": {},
- "balatonkenese": {},
- "corvara": {},
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+ "nightlife": "3",
+ "female_friendly": "3",
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+ "cost_dollars_per_month": 3445
+ },
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+ "nomad_score": "2.46",
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+ "cost_dollars_per_month": 3183
+ },
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+ },
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+ },
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+ "cost_dollars_per_month": 2594
+ },
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+ "cost_dollars_per_month": 1196
},
- "ospitaletto": {},
- "arad": {},
"coventry": {
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- "english_speaking": "5",
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"nightlife": "3",
"female_friendly": "5",
"racial_tolerance": "5",
- "walkScore_score": "5",
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- "places_to_work_score": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
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"friendliness_to_foreigners": "3",
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},
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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},
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- "wales": {},
- "lanzarote": {},
- "salou": {},
"belfast": {
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+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "4",
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- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
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+ "cost_dollars_per_month": 3070
},
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"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
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+ "cost_dollars_per_month": 781
+ },
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+ "peace": "2",
+ "nomad_score": "3.12",
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+ "cost_dollars_per_month": 1111
},
- "baku": {},
- "jeju-do": {},
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- "english_speaking": "3",
+ "hospital_availability": "0",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "peace": "3",
+ "nomad_score": "2.88",
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+ "cost_dollars_per_month": 2102
+ },
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+ "peace": "3",
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+ "cost_dollars_per_month": 1710
+ },
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},
- "jeffrey's-bay": {},
- "jeffreys-bay": {},
- "scottburgh": {},
- "kruger-park": {},
- "mbabane": {},
- "port-elizabeth": {},
- "komatipoort": {},
- "kang": {},
- "maputo": {},
- "heilbron": {},
"albuquerque": {
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- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "4",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
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- "road_traffic_score": "3",
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+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "3",
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+ "cost_dollars_per_month": 2711
},
"makati": {
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- "english_speaking": "4",
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"nightlife": "4",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
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+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "4",
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+ "nomad_score": "3.11",
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+ "cost_dollars_per_month": 1892
},
- "aomori-prefecture": {},
- "province-of-lucca": {},
- "orange-county": {},
- "kyoto-prefecture": {},
- "nara-prefecture": {},
"thiruvananthapuram": {
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- "english_speaking": "3",
+ "hospital_availability": "1",
"nightlife": "1",
"female_friendly": "2",
"racial_tolerance": "3",
- "walkScore_score": "3",
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- "places_to_work_score": "5",
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- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "2"
- },
- "kigali-city": {},
- "azores": {},
- "bavaria": {},
- "saarbr\u00fccken": {},
- "weligama": {},
- "tissamaharama": {},
- "nuwara-eliya-district": {},
- "sigiriya": {},
- "anuradhapura": {},
- "nyaungshwe": {},
- "naypyidaw": {},
- "mawlamyine": {},
- "hpa-an": {},
- "koh-rong-samloem-\u1780\u17c4\u17c7\u179a\u17c9\u17bb\u1784\u179f\u1793\u17d2\u179b\u17b9\u1798": {},
- "bu\u00f4n-ma-thu\u1ed9t": {},
- "phong-n\u1eabm": {},
- "vinh": {},
- "hamilton": {},
- "mulhouse": {},
- "tolmin": {},
- "bled": {},
- "pula": {},
- "rab": {},
- "senj": {},
- "ostend": {},
- "lang-tengah-island": {},
- "kuala-terengganu": {},
- "gerik": {},
- "big-summit-prairie": {},
- "bellwald": {},
- "uttendorf": {},
- "zell": {},
- "san-jos\u00e9-province": {},
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+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
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+ "lgbt_friendly": "2",
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+ "wifi_availability": "2",
+ "peace": "2",
+ "nomad_score": "2.96",
+ "internet_mbs": 4,
+ "cost_dollars_per_month": 897
+ },
+ "naypyidaw": {
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+ "nightlife": "1",
+ "female_friendly": "1",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "2",
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+ "wifi_availability": "1",
+ "peace": "3",
+ "nomad_score": "2.37",
+ "internet_mbs": 5,
+ "cost_dollars_per_month": 2629
+ },
+ "hamilton": {
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+ "nightlife": "4",
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+ "walkability": "5",
+ "quality_of_life": "4",
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+ "friendliness_to_foreigners": "4",
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+ "lgbt_friendly": "2",
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+ "wifi_availability": "3",
+ "peace": -1,
+ "nomad_score": "2.77",
+ "internet_mbs": 18,
+ "cost_dollars_per_month": 6410
+ },
"guadalajara": {
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"nightlife": "3",
- "female_friendly": "3"
+ "female_friendly": "3",
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "5",
+ "peace": "2",
+ "nomad_score": "3.43",
+ "internet_mbs": 19,
+ "cost_dollars_per_month": 1177
},
- "ko-lan": {},
- "lembongan": {},
"wuhan": {
- "hospital_score": "5",
- "english_speaking": "1",
+ "hospital_availability": "5",
"nightlife": "2",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "2",
- "press_freedom_index_score": "1",
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+ "traffic_safety": "2",
"ac_availability": "4",
"lgbt_friendly": "2",
- "leisure_quality": "3",
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+ "wifi_availability": "1",
+ "peace": "3",
+ "nomad_score": "3.24",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1023
},
- "dali": {},
- "shangri-la-city": {},
- "lijiang": {},
"kunming": {
- "hospital_score": "2",
- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "1",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
+ "freedom_of_speech": "1",
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- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "1",
"lgbt_friendly": "2",
- "leisure_quality": "2",
- "peace_score": "3"
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1354
+ },
+ "puerto-vallarta": {
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+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": -1,
+ "walkability": "5",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": "5",
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+ "lgbt_friendly": "4",
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+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "2.99",
+ "internet_mbs": 22,
+ "cost_dollars_per_month": 1810
},
- "san-marino": {},
- "toulon": {},
- "kreuzlingen": {},
- "konstanz": {},
- "ko-lanta-district": {},
- "puerto-vallarta": {},
"charlotte": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
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"startup_score": "2",
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+ "traffic_safety": "3",
"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "3",
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+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 34,
+ "cost_dollars_per_month": 2938
},
"deventer": {
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- "english_speaking": "3",
+ "hospital_availability": "4",
"nightlife": "2",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "1",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "5",
+ "freedom_of_speech": "5",
"startup_score": "2",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "4",
- "leisure_quality": "2",
- "peace_score": "4"
+ "fun": "2",
+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "2.39",
+ "internet_mbs": 35,
+ "cost_dollars_per_month": 3996
+ },
+ "taghazout": {
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+ "nightlife": "1",
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+ "walkability": "2",
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+ "friendliness_to_foreigners": "5",
+ "freedom_of_speech": "3",
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+ "ac_availability": "2",
+ "lgbt_friendly": "2",
+ "fun": "3",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.3",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1162
},
- "taghazout": {},
- "playa-d'en-bossa-(ibiza)": {},
- "corfu": {},
"chandigarh": {
- "hospital_score": "3",
- "english_speaking": "2",
+ "hospital_availability": "3",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "2",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "4",
"lgbt_friendly": "1",
- "leisure_quality": "3",
- "peace_score": "2"
+ "fun": "3",
+ "wifi_availability": "2",
+ "peace": "2",
+ "nomad_score": "2.86",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1192
+ },
+ "amritsar": {
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+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": "2",
+ "walkability": "1",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": "4",
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+ "lgbt_friendly": "2",
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+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "2.96",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 895
},
- "amritsar": {},
- "ranthambore-tiger-reserve": {},
- "hucknall": {},
- "olhos-de-\u00e1gua": {},
- "heraklion": {},
- "mansfield": {},
- "pissouri": {},
- "boroy": {},
- "tvedestrand": {},
- "petaling-jaya": {},
"yogyakarta": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "3",
+ "freedom_of_speech": "3",
"startup_score": "2",
- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "2",
"lgbt_friendly": "1",
- "leisure_quality": "2",
- "peace_score": "3"
+ "fun": "2",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.26",
+ "internet_mbs": 67,
+ "cost_dollars_per_month": 826
+ },
+ "malang": {
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+ "nightlife": "3",
+ "female_friendly": "2",
+ "racial_tolerance": "2",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
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+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "2",
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+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.18",
+ "internet_mbs": 8,
+ "cost_dollars_per_month": 1023
+ },
+ "bandung": {
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+ "nightlife": "2",
+ "female_friendly": "2",
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+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "4",
+ "freedom_of_speech": "3",
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+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "2",
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+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.24",
+ "internet_mbs": 9,
+ "cost_dollars_per_month": 805
},
- "malang": {},
- "banyuwangi": {},
- "nara-shi": {},
- "bandung": {},
"ipoh": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
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},
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"nightlife": "1",
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},
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"nightlife": "3",
"female_friendly": "5",
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},
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"nightlife": "3",
"female_friendly": "4",
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+ "cost_dollars_per_month": 780
+ },
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},
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- "belize": {},
- "piedras-negras-municipality": {},
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- "english_speaking": "5",
+ "hospital_availability": "2",
"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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- "leisure_quality": "3",
- "peace_score": "3"
- },
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+ "cost_dollars_per_month": 3165
+ },
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},
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+ },
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},
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},
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"nightlife": "3",
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+ "cost_dollars_per_month": 3450
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},
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"nightlife": "3",
"female_friendly": "3",
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- },
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- "north-bend": {},
- "grand-canyon": {},
- "navajo-national-monument": {},
- "bluff": {},
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+ "cost_dollars_per_month": 2488
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"female_friendly": "4",
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},
- "palo-duro-canyon": {},
- "hot-springs": {},
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+ "cost_dollars_per_month": 3112
},
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},
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"nightlife": "2",
"female_friendly": "3",
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},
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"nightlife": "2",
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},
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+ },
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},
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"nightlife": "3",
"female_friendly": "4",
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+ },
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+ },
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},
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- "faroe-islands": {},
- "kennebunkport": {},
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- "cabo-san-lucas": {},
- "socorro-island": {},
- "todos-santos": {},
- "grand-cayman": {},
- "s\u00e3o-miguel-island": {},
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- "utila": {},
- "veysonnaz": {},
- "cavtat": {},
"stuttgart": {
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- "english_speaking": "4",
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"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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"lgbt_friendly": "5",
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- },
- "colonia-independencia": {},
- "mek'ele": {},
- "amhara-region": {},
- "cafayate": {},
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- "h\u1ed3-tr\u1ecb-an": {},
- "encarnacion": {},
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- "durazno-department": {},
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- "esquel": {},
- "perito-moreno": {},
- "bajo-caracoles": {},
- "el-chalt\u00e9n": {},
- "el-calafate": {},
- "puerto-natales": {},
- "r\u00edo-gallegos": {},
- "puerto-san-juli\u00e1n": {},
- "comodoro-rivadavia": {},
- "bah\u00eda-blanca": {},
- "santana-do-livramento": {},
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+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "2.99",
+ "internet_mbs": 31,
+ "cost_dollars_per_month": 2834
+ },
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
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- "places_to_work_score": "3"
- },
- "marietta": {},
- "akron": {},
- "jamestown": {},
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+ "quality_of_life": "3",
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+ "cost_dollars_per_month": 3528
+ },
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+ "peace": -1,
+ "nomad_score": "2.32",
+ "internet_mbs": -1,
+ "cost_dollars_per_month": 5955
+ },
"lafayette": {
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
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- "places_to_work_score": "2"
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+ "quality_of_life": "3",
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+ "cost_dollars_per_month": 3224
},
"bedford": {
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- "english_speaking": "5",
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "4",
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"ac_availability": "4",
"lgbt_friendly": "3",
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+ "nomad_score": "2.66",
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+ "cost_dollars_per_month": 3530
},
"shaoxing": {
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"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "3",
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "3",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
+ "freedom_of_speech": "1",
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+ "traffic_safety": "2",
"ac_availability": "1",
"lgbt_friendly": "2",
- "leisure_quality": "2",
- "peace_score": "3"
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.97",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1266
},
- "yongkang": {},
- "qiandaohu": {},
- "dexing": {},
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"hangzhou": {
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- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
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- "ac_availability": "4",
- "lgbt_friendly": "3",
- "leisure_quality": "2",
- "peace_score": "3"
- },
- "citrusdal": {},
- "klawer": {},
- "seeheim": {},
- "l\u00fcderitz": {},
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- "usakos": {},
- "grootfontein": {},
- "rundu": {},
- "gweta": {},
- "nata": {},
- "kasane": {},
- "binga": {},
- "kariba": {},
- "lusaka": {},
- "serenje": {},
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+ },
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+ },
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},
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"nightlife": "3",
"female_friendly": "4",
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+ "cost_dollars_per_month": 2859
},
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- "picos-de-europa": {},
- "parroquia-de-ajo": {},
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"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
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"ac_availability": "3",
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+ "cost_dollars_per_month": 3185
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},
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- "icaria": {},
- "koufonisia": {},
- "meerhout": {},
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- "english_speaking": "4",
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"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
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"lgbt_friendly": "4",
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+ "cost_dollars_per_month": 2371
+ },
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+ "cost_dollars_per_month": 1256
+ },
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
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+ "cost_dollars_per_month": 4096
},
- "lido-di-jesolo": {},
- "srebrenica": {},
- "banja-luka": {},
- "cheltenham": {},
- "jeju-si": {},
"liverpool": {
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
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"friendliness_to_foreigners": "5",
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"ac_availability": "3",
"lgbt_friendly": "3",
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- "peace_score": "3"
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+ "cost_dollars_per_month": 2697
},
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "1",
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- "places_to_work_score": "5",
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"ac_availability": "2",
"lgbt_friendly": "2",
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- "peace_score": "2"
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},
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- "puerto-de-santa-maria-cadiz": {},
"bielefeld": {
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- "english_speaking": "3",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "2",
+ "quality_of_life": "3",
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"friendliness_to_foreigners": "3",
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+ "freedom_of_speech": "5",
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- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
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+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "2.8",
+ "internet_mbs": 29,
+ "cost_dollars_per_month": 2720
+ },
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+ "quality_of_life": "4",
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "1",
+ "peace": "4",
+ "nomad_score": "3.16",
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+ "cost_dollars_per_month": 2753
+ },
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+ "nightlife": "2",
+ "female_friendly": "3",
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+ "quality_of_life": "3",
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+ "lgbt_friendly": "2",
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+ "peace": "2",
+ "nomad_score": "2.9",
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+ "cost_dollars_per_month": 781
+ },
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+ "nightlife": "2",
+ "female_friendly": "4",
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+ "quality_of_life": "4",
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+ "lgbt_friendly": "5",
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+ "peace": "3",
+ "nomad_score": "3.03",
+ "internet_mbs": 16,
+ "cost_dollars_per_month": 2413
},
- "okinawa-city": {},
- "arga": {},
- "surat": {},
- "genoa": {},
- "lucerne": {},
- "united-states-virgin-islands": {},
- "turks-and-caicos-islands": {},
"kansas-city": {
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "5",
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"ac_availability": "5",
"lgbt_friendly": "4",
- "leisure_quality": "4",
- "peace_score": "3"
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.04",
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+ "cost_dollars_per_month": 2653
},
"columbia": {
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- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "5",
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+ "freedom_of_speech": "4",
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.43",
+ "internet_mbs": 33,
+ "cost_dollars_per_month": 4251
+ },
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+ "nightlife": "4",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
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+ "quality_of_life": "3",
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+ "lgbt_friendly": "3",
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "2",
+ "nomad_score": "3.24",
+ "internet_mbs": 11,
+ "cost_dollars_per_month": 1410
},
- "cozumel": {},
- "jungfraujoch": {},
- "guangdong": {},
- "jericoacoara": {},
"brno": {
- "hospital_score": "3",
- "english_speaking": "3",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
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+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
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+ "wifi_availability": "3",
+ "peace": "4",
+ "nomad_score": "3.21",
+ "internet_mbs": 19,
+ "cost_dollars_per_month": 1517
},
- "kyiv-international-airport-(zhuliany)": {},
- "beijing-capital-international-airport": {},
"ningbo": {
- "hospital_score": "2",
- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "1",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "2",
+ "walkability": "1",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
+ "freedom_of_speech": "1",
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- "road_traffic_score": "2",
+ "traffic_safety": "2",
"ac_availability": "1",
"lgbt_friendly": "2",
- "leisure_quality": "2",
- "peace_score": "3"
+ "fun": "2",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.81",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1597
+ },
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+ "nightlife": "2",
+ "female_friendly": "3",
+ "racial_tolerance": "1",
+ "walkability": "5",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": "3",
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+ "ac_availability": "2",
+ "lgbt_friendly": "2",
+ "fun": "2",
+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.87",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 956
},
- "yiwu": {},
"fort-collins": {
- "hospital_score": "5",
- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "5",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "3"
+ "walkability": "2",
+ "quality_of_life": "4",
+ "places_to_work_from": "3",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
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+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.95",
+ "internet_mbs": 61,
+ "cost_dollars_per_month": 3069
},
"raleigh": {
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- "english_speaking": "5",
+ "hospital_availability": "4",
"nightlife": "4",
"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "3"
+ "fun": "3",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "2.7",
+ "internet_mbs": 47,
+ "cost_dollars_per_month": 3146
},
"grand-rapids": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "4",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "4",
+ "freedom_of_speech": "4",
"startup_score": "3",
- "road_traffic_score": "3",
+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.69",
+ "internet_mbs": 36,
+ "cost_dollars_per_month": 3240
+ },
+ "panajachel": {
+ "hospital_availability": -1,
+ "nightlife": "3",
+ "female_friendly": "2",
+ "racial_tolerance": "3",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "3",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "1",
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.99",
+ "internet_mbs": 4,
+ "cost_dollars_per_month": 1361
},
- "south-bend": {},
- "fremont": {},
- "laguna-beach": {},
- "union-glacier": {},
- "concord": {},
- "cumberland-county": {},
- "hood-river": {},
- "mah\u00e9": {},
- "panajachel": {},
"amman": {
- "hospital_score": "2",
- "english_speaking": "4",
- "nightlife": "3",
- "female_friendly": "1"
- },
- "jarabacoa": {},
- "south-padre-island-drive": {},
- "ouanaminthe-arrondissement": {},
- "durango": {},
- "devon": {},
- "galle-district": {},
- "hikkaduwa": {},
- "eggenfelden": {},
- "kaiserslautern": {},
- "suva": {},
+ "hospital_availability": "2",
+ "nightlife": "3",
+ "female_friendly": "1",
+ "racial_tolerance": -1,
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "3",
+ "lgbt_friendly": "1",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "3.19",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 1286
+ },
+ "jarabacoa": {
+ "hospital_availability": -1,
+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": "4",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "4",
+ "friendliness_to_foreigners": "5",
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "1",
+ "ac_availability": "1",
+ "lgbt_friendly": "2",
+ "fun": "3",
+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "3.04",
+ "internet_mbs": 10,
+ "cost_dollars_per_month": 2020
+ },
+ "suva": {
+ "hospital_availability": -1,
+ "nightlife": "2",
+ "female_friendly": "3",
+ "racial_tolerance": "4",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "2",
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": "3",
+ "lgbt_friendly": "2",
+ "fun": "3",
+ "wifi_availability": "2",
+ "peace": -1,
+ "nomad_score": "2.91",
+ "internet_mbs": 4,
+ "cost_dollars_per_month": 1784
+ },
"larnaca": {
- "hospital_score": "0",
- "english_speaking": "4",
+ "hospital_availability": "0",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "3"
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": -1,
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
+ "startup_score": "2",
+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.63",
+ "internet_mbs": 11,
+ "cost_dollars_per_month": 3210
},
- "st.-paul's-bay": {},
- "san-jos\u00e9-del-cabo": {},
- "bermuda": {},
"gwangju": {
- "hospital_score": "4",
- "english_speaking": "1",
+ "hospital_availability": "4",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "1",
+ "walkability": "1",
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},
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"nightlife": "3",
"female_friendly": "5",
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},
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},
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"nightlife": "3",
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+ },
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},
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"nightlife": "3",
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+ },
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},
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"nightlife": "2",
"female_friendly": "3",
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},
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- "bacalar": {},
- "bantayan-island": {},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "3",
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},
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- "beverly-hills": {},
- "grimsby": {},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "5",
- "walkScore_score": "5",
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},
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"nightlife": "3",
"female_friendly": "4",
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},
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"female_friendly": "3",
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},
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"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "3",
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+ "cost_dollars_per_month": 3053
},
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- "peace_score": "2"
- },
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},
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"nightlife": "3",
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},
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"nightlife": "3",
"female_friendly": "4",
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},
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- },
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},
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"nightlife": "3",
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- },
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+ },
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- "walkScore_score": "5",
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},
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- },
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- "trumbull": {},
- "st.-thomas": {},
- "guadeloupe": {},
- "basingstoke": {},
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+ },
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+ "cost_dollars_per_month": 1413
+ },
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "5",
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+ "cost_dollars_per_month": 3494
+ },
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},
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- },
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- "provincetown": {},
- "seririt": {},
- "rincon": {},
- "prizren": {},
- "prishtina": {},
- "rasno": {},
- "shimizu": {},
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+ "nightlife": "4",
+ "female_friendly": "4",
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+ "peace": "4",
+ "nomad_score": "3.28",
+ "internet_mbs": 34,
+ "cost_dollars_per_month": 2648
+ },
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+ "peace": "2",
+ "nomad_score": "2.9",
+ "internet_mbs": 18,
+ "cost_dollars_per_month": 978
+ },
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- "english_speaking": "5",
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"nightlife": "4",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
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+ "cost_dollars_per_month": 2603
},
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"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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},
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"nightlife": "3",
"female_friendly": "3",
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- "phayao": {},
- "lampang": {},
- "m\u00e1ncora-district": {},
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+ },
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"female_friendly": "3",
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},
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"nightlife": "3",
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},
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- "milltown-malbay": {},
- "jinhua": {},
- "holyhead": {},
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"nightlife": "3",
"female_friendly": "2",
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},
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- "\u017ediar": {},
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- "\u010desk\u00fd-krumlov": {},
- "buleleng": {},
- "magelang": {},
"semarang": {
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- "english_speaking": "3",
+ "hospital_availability": "1",
"nightlife": "1",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "1",
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},
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"nightlife": "3",
"female_friendly": "4",
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},
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- "santa-clara": {},
- "candi-dasa": {},
- "burgos": {},
"pamplona": {
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- "english_speaking": "3",
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"nightlife": "3",
"female_friendly": "3",
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},
- "raxendorf": {},
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- "guillaumes": {},
- "taipeitaiwan": {},
- "xian": {},
"lodz": {
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- "english_speaking": "2",
+ "hospital_availability": "2",
"nightlife": "2",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
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},
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "3",
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- "places_to_work_score": "5",
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- "leisure_quality": "4",
- "peace_score": "4"
- },
- "mexico-citymexico": {},
- "falls-village": {},
- "danville": {},
- "stuart": {},
- "salinas": {},
- "chios": {},
- "sankt-wolfgang": {},
- "salisbury": {},
- "roanoke": {},
- "connecticut": {},
- "fourka": {},
- "black-forest": {},
- "cayman-islands": {},
- "united-states": {},
- "danang": {},
- "javea": {},
- "triebel/vogtl.": {},
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- "tully": {},
- "cashmere": {},
- "k\u00fchlungsborn": {},
- "messina": {},
- "kotor-municipality": {},
- "moganshan-lodge": {},
- "taoyuan-district": {},
- "port-stephens": {},
- "cotacachi": {},
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+ "lgbt_friendly": "2",
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+ "peace": "4",
+ "nomad_score": "2.9",
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+ "cost_dollars_per_month": 3849
+ },
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+ "peace": "3",
+ "nomad_score": "2.85",
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+ "cost_dollars_per_month": 2850
+ },
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+ "lgbt_friendly": "3",
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+ "wifi_availability": "5",
+ "peace": "4",
+ "nomad_score": "2.98",
+ "internet_mbs": 28,
+ "cost_dollars_per_month": 3597
+ },
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- "english_speaking": "3",
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"nightlife": "2",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
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+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
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"startup_score": "2",
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+ "traffic_safety": "3",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "3",
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+ "fun": "3",
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+ "peace": "3",
+ "nomad_score": "2.83",
+ "internet_mbs": 13,
+ "cost_dollars_per_month": 2889
},
- "ancona": {},
- "liechtenstein": {},
- "uerikon": {},
- "cozumel-island": {},
"belize-city": {
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- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3"
- },
- "ontario": {},
- "western-springs": {},
- "gold-beach": {},
- "krong-battambang": {},
- "aurland": {},
- "fresvik-\u00f8vre": {},
- "stryn": {},
- "aalesund": {},
- "british-columbia": {},
- "hamilton-island": {},
- "weggis": {},
- "arles": {},
- "towcester": {},
- "pesaro": {},
- "khon-kaen": {},
- "savannakhet-province": {},
- "budoni": {},
- "saint-kitts": {},
- "kumlinge": {},
- "ruidoso": {},
- "it\u014d": {},
- "pomarance": {},
- "aalborg": {},
- "valloire": {},
- "kingston-upon-thames": {},
- "siargao-island": {},
- "ushaia": {},
- "tena": {},
- "nijeveen": {},
- "lobitos-district": {},
- "clermont-ferrand": {},
- "le-puy-en-velay": {},
- "feurs": {},
- "sanibel-island": {},
- "st.-petersburg": {},
- "gap": {},
- "v\u1ecbnh-h\u1ea1-long-(ha-long-bay)": {},
- "\u0111i\u1ec7n-d\u01b0\u01a1ng": {},
- "le-grau-du-roi": {},
- "marmande": {},
- "sweden": {},
- "iceland": {},
- "new-zealand": {},
- "indonesia": {},
- "czech-republic": {},
- "grand-cayman-drive": {},
- "bay-islands": {},
- "nobeoka-shi": {},
- "beppu-shi": {},
- "\u9ed2\u5ddd\u6e29\u6cc9-(kurokawa-hotspring)": {},
- "kumamoto": {},
- "shimabara-shi": {},
- "himeji-shi": {},
- "\u767d\u5ddd\u90f7-(shirakawa-go)": {},
- "lukang": {},
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+ "nightlife": "3",
+ "female_friendly": "3",
+ "racial_tolerance": -1,
+ "walkability": "3",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": "4",
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+ "lgbt_friendly": "1",
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+ "wifi_availability": "3",
+ "peace": -1,
+ "nomad_score": "2.66",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 2208
+ },
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+ "nightlife": "4",
+ "female_friendly": "5",
+ "racial_tolerance": "5",
+ "walkability": "5",
+ "quality_of_life": "4",
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+ "lgbt_friendly": "4",
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+ "wifi_availability": "4",
+ "peace": "4",
+ "nomad_score": "2.68",
+ "internet_mbs": 43,
+ "cost_dollars_per_month": 3352
+ },
+ "bay-islands": {
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+ "nightlife": "1",
+ "female_friendly": "3",
+ "racial_tolerance": "3",
+ "walkability": "1",
+ "quality_of_life": "3",
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+ "lgbt_friendly": "1",
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+ "wifi_availability": "1",
+ "peace": "3",
+ "nomad_score": "2.36",
+ "internet_mbs": 5,
+ "cost_dollars_per_month": 2223
+ },
"monterey": {
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- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
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"startup_score": "2",
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+ "traffic_safety": "3",
"ac_availability": "4",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.54",
+ "internet_mbs": 33,
+ "cost_dollars_per_month": 4751
},
- "hallstatt": {},
"nanjing": {
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- "english_speaking": "1",
+ "hospital_availability": "3",
"nightlife": "4",
"female_friendly": "4",
"racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "3",
+ "walkability": "5",
+ "quality_of_life": "4",
+ "places_to_work_from": "3",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "1",
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"startup_score": "2",
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+ "traffic_safety": "2",
"ac_availability": "4",
"lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
+ "fun": "4",
+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "3.28",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1078
},
"zhengzhou": {
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- "english_speaking": "1",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "3",
+ "walkability": "1",
+ "quality_of_life": "3",
+ "places_to_work_from": "3",
"friendliness_to_foreigners": "3",
- "press_freedom_index_score": "1",
+ "freedom_of_speech": "1",
"startup_score": "2",
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+ "traffic_safety": "2",
"ac_availability": "4",
"lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "3"
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.92",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1014
},
"luoyang": {
- "hospital_score": "1",
- "english_speaking": "2",
+ "hospital_availability": "1",
"nightlife": "1",
"female_friendly": "3",
"racial_tolerance": "2",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "1",
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
"friendliness_to_foreigners": "3",
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+ "traffic_safety": "2",
"ac_availability": "1",
"lgbt_friendly": "2",
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- "peace_score": "3"
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 2,
+ "cost_dollars_per_month": 1188
},
- "xinxiang": {},
- "qufu": {},
- "tai'an": {},
- "penglai": {},
"jinan": {
- "hospital_score": "5",
- "english_speaking": "2",
+ "hospital_availability": "5",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "1",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "2",
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+ "quality_of_life": "3",
+ "places_to_work_from": "2",
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+ "traffic_safety": "2",
"ac_availability": "3",
"lgbt_friendly": "3",
- "leisure_quality": "2",
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},
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},
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- },
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+ },
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+ },
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+ "cost_dollars_per_month": 3726
+ },
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+ },
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+ "cost_dollars_per_month": 3057
+ },
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- },
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- "montenegro": {},
- "lake-bled": {},
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+ "cost_dollars_per_month": 1205
+ },
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- "britstown": {},
- "addo-elephant-national-park": {},
- "wilderness-dunes": {},
- "agulhas": {},
- "kernville": {},
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+ },
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"female_friendly": "2",
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},
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"nightlife": "3",
"female_friendly": "2",
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},
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"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "3",
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+ },
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},
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- },
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- "madonna-di-campiglio": {},
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- "english_speaking": "3",
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"nightlife": "3",
- "female_friendly": "5",
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+ },
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+ },
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+ },
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+ },
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+ },
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},
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- "peace_score": "3"
- },
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- "peschici": {},
- "asolo": {},
- "castelluccio": {},
- "spoleto": {},
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- "norcia": {},
- "ko-yao-noi": {},
- "ko-phi-phi-lee": {},
- "railay-beach": {},
- "koh-jum": {},
- "kingman": {},
"amarillo": {
- "hospital_score": "3",
- "english_speaking": "5",
+ "hospital_availability": "3",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "1"
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
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+ "peace": "3",
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+ "cost_dollars_per_month": 2493
},
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- "lgbt_friendly": "3",
- "leisure_quality": "4",
- "peace_score": "3"
- },
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- "maldives": {},
- "qasr-al-sarab-desert-resort-by-anantara": {},
- "atacama-desert": {},
- "salinas-grandes": {},
- "iguazu-falls": {},
- "brunico": {},
- "diani-beach": {},
- "amboseli-national-park": {},
- "taita-hills": {},
- "tsavo-west-national-park": {},
- "tsavo-east-national-park": {},
- "leukerbad": {},
- "saint-moritz": {},
- "saturnia": {},
- "olbia": {},
- "utah": {},
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+ "nightlife": "3",
+ "female_friendly": "2",
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+ "wifi_availability": "3",
+ "peace": "3",
+ "nomad_score": "2.85",
+ "internet_mbs": 35,
+ "cost_dollars_per_month": 2290
+ },
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- "english_speaking": "5",
+ "hospital_availability": "5",
"nightlife": "4",
"female_friendly": "3",
"racial_tolerance": "3",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "2",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
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"startup_score": "2",
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"ac_availability": "4",
"lgbt_friendly": "4",
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+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 28,
+ "cost_dollars_per_month": 4020
},
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- "kor\u010dula": {},
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- "grand-haven": {},
- "mancelona": {},
- "harmony": {},
"oklahoma-city": {
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- "english_speaking": "5",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "3",
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"ac_availability": "4",
"lgbt_friendly": "3",
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+ "wifi_availability": "5",
+ "peace": "3",
+ "nomad_score": "2.67",
+ "internet_mbs": 41,
+ "cost_dollars_per_month": 2971
},
- "north-shore-oahu-hawaii": {},
- "uluwatu-temple": {},
- "denpasar-city": {},
- "bowen-island": {},
- "ulu-watu-beach": {},
- "d\u00f6sselbuschberg": {},
- "plakias": {},
- "province-of-trieste": {},
"san-clemente": {
- "hospital_score": "1",
- "english_speaking": "5",
+ "hospital_availability": "1",
"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "2",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
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+ "traffic_safety": "3",
+ "ac_availability": -1,
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.48",
+ "internet_mbs": 33,
+ "cost_dollars_per_month": 4411
},
- "berkeley": {},
- "patong": {},
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"carlsbad": {
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- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "4"
- },
- "clayton": {},
- "watertown": {},
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- "perugia": {},
- "tuscania": {},
- "jackson-hole-mountain-resort": {},
- "thermopolis": {},
- "powell": {},
- "oceanport": {},
- "incline-village-crystal-bay": {},
- "kirkwood": {},
- "varadaiahpalem": {},
- "noordwijk": {},
- "la-quinta": {},
- "mong-kok": {},
- "quincy": {},
- "lake-garda": {},
- "sankt-johann": {},
- "prince-edward-island": {},
- "kusadasi": {},
- "tunisia": {},
- "digne": {},
- "nevers": {},
- "neversfrance": {},
- "tri-trang-beach": {},
- "la-spezia": {},
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+ "nightlife": "3",
+ "female_friendly": "4",
+ "racial_tolerance": "4",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "4",
+ "friendliness_to_foreigners": -1,
+ "freedom_of_speech": "4",
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+ "ac_availability": -1,
+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.54",
+ "internet_mbs": 49,
+ "cost_dollars_per_month": 4476
+ },
"rijeka": {
- "hospital_score": "3",
- "english_speaking": "3",
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"nightlife": "3",
"female_friendly": "5",
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+ },
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+ },
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"female_friendly": "4",
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},
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"nightlife": "3",
"female_friendly": "4",
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},
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- "southern-peninsula-region": {},
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- "midelt": {},
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- "taoyuan-city": {},
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- "santa-f\u00e9-do-sul": {},
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- "batu-feringghi": {},
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- "nuneaton": {},
- "giverny": {},
- "boulogne-sur-mer": {},
- "erkelenz": {},
- "domburg": {},
- "toamasina": {},
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+ "cost_dollars_per_month": 3872
+ },
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+ "cost_dollars_per_month": 2266
+ },
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+ "cost_dollars_per_month": 602
+ },
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+ "cost_dollars_per_month": 1237
+ },
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+ "cost_dollars_per_month": 765
+ },
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"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "5",
- "walkScore_score": "5",
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- "places_to_work_score": "2"
- },
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+ "quality_of_life": "3",
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- "dorset": {},
- "forest-of-dean": {},
- "dordogne": {},
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- "vanuatu": {},
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+ "nightlife": "2",
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"nightlife": "3",
"female_friendly": "0",
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- },
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- "kigoma-region": {},
- "jinja-district": {},
- "treasure-beach": {},
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+ },
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"nightlife": "1",
"female_friendly": "3",
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+ },
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+ },
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"nightlife": "3",
"female_friendly": "2",
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- "walkScore_score": "5",
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},
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
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+ },
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+ },
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},
- "dillon": {},
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- "san-marcos-la-laguna": {},
- "juba": {},
"ulyanovsk": {
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"nightlife": "3",
"female_friendly": "3",
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+ },
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},
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+ "hospital_availability": "1",
"nightlife": "3",
"female_friendly": "2",
"racial_tolerance": "2",
- "walkScore_score": "5",
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},
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"nightlife": "2",
"female_friendly": "3",
"racial_tolerance": "2",
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+ "cost_dollars_per_month": 1433
},
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- "dennis-port": {},
- "svalbard": {},
- "frisco": {},
"sioux-falls": {
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- "english_speaking": "5",
+ "hospital_availability": "2",
"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "5",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "3",
+ "quality_of_life": "3",
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+ "lgbt_friendly": "3",
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},
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- "female_friendly": "3",
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- },
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- "poitiers": {},
- "slovenj-gradec": {},
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"nightlife": "3",
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},
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"nightlife": "3",
"female_friendly": "4",
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- "madagascar": {},
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+ "cost_dollars_per_month": 2509
+ },
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+ "cost_dollars_per_month": 1378
+ },
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- },
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- "kibale": {},
- "conakry": {},
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},
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},
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- },
- "montbazens": {},
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"nightlife": "2",
"female_friendly": "3",
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- },
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- },
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+ },
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+ "internet_mbs": 50,
+ "cost_dollars_per_month": 1459
+ },
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "places_to_work_score": "1",
+ "walkability": "5",
+ "quality_of_life": "3",
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"friendliness_to_foreigners": "2",
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"ac_availability": "3",
"lgbt_friendly": "3",
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+ "cost_dollars_per_month": 3313
},
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- },
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- "l\u00fcsens": {},
- "obermieming": {},
- "grainau": {},
- "costa-teguise": {},
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- "asti": {},
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+ "nightlife": "3",
+ "female_friendly": "4",
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+ "quality_of_life": "3",
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+ "nomad_score": "2.5",
+ "internet_mbs": 46,
+ "cost_dollars_per_month": 5028
+ },
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"nightlife": "2",
"female_friendly": "1",
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- },
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- "aalst": {},
- "gol": {},
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- "etten-leur": {},
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+ "walkability": "5",
+ "quality_of_life": "3",
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+ "nomad_score": "2.63",
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+ "cost_dollars_per_month": 1127
+ },
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
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- "places_to_work_score": "2"
+ "walkability": "1",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": -1,
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+ "peace": "3",
+ "nomad_score": "2.61",
+ "internet_mbs": 27,
+ "cost_dollars_per_month": 3390
+ },
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+ "peace": "3",
+ "nomad_score": "2.58",
+ "internet_mbs": 29,
+ "cost_dollars_per_month": 3064
},
- "daytona-beach": {},
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- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1"
- },
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- },
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- "walkScore_score": "5",
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- "leisure_quality": "3",
- "peace_score": "2"
- },
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- "\u30cb\u30bb\u30b3\u30a2\u30f3\u30cc\u30d7\u30ea\u56fd\u969b\u30b9\u30ad\u30fc\u5834-(niseko-annupuri-international-ski-area)": {},
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- "les-mar\u00e9cottes": {},
- "kosovo": {},
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+ "hospital_availability": "4",
"nightlife": "3",
- "female_friendly": "3",
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- "places_to_work_score": "5",
+ "female_friendly": "4",
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+ "cost_dollars_per_month": 2661
+ },
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},
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- },
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- "walkScore_score": "5",
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- "places_to_work_score": "2"
- },
- "lake-havasu-city": {
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- "english_speaking": "5",
+ "sorocaba": {
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"nightlife": "3",
- "female_friendly": "4",
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- },
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- },
- "canary-islands": {},
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- "puerto-sandino": {},
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"female_friendly": "2",
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- "friendliness_to_foreigners": "2",
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+ "walkability": "1",
+ "quality_of_life": "3",
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+ "friendliness_to_foreigners": "3",
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"startup_score": "2",
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+ "cost_dollars_per_month": 1125
+ },
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+ "walkability": "5",
+ "quality_of_life": "3",
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+ "traffic_safety": "2",
"ac_availability": "2",
"lgbt_friendly": "1",
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+ "wifi_availability": "2",
+ "peace": "1",
+ "nomad_score": "2.62",
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+ "cost_dollars_per_month": 2374
},
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+ "bucaramanga": {
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+ "nightlife": "4",
"female_friendly": "3",
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- "peace_score": "2"
- },
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- "places_to_work_score": "1"
- },
- "arica": {},
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- "ayutthaya-historical-park": {},
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- "puerto-de-mog\u00e1n": {},
- "holland": {},
- "grand-forks": {
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- "english_speaking": "5",
+ "racial_tolerance": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
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+ "wifi_availability": -1,
+ "peace": "2",
+ "nomad_score": "3.06",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 802
+ },
+ "turku": {
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"nightlife": "3",
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- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "subic-bay": {},
- "swan-lake": {},
- "rancho-mirage": {},
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- "female_friendly": "3",
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- "walkScore_score": "5",
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- "places_to_work_score": "1"
- },
- "skagway": {},
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- "walkScore_score": "5",
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- "places_to_work_score": "2"
- },
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"female_friendly": "5",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "3",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
"friendliness_to_foreigners": "4",
- "press_freedom_index_score": "5",
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- "lgbt_friendly": "5",
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- },
- "martinique": {},
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- "alamosa": {},
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- "female_friendly": "1",
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- "peace_score": "2"
- },
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- "\u03bb\u03ae\u03bc\u03bd\u03bf\u03c2-(limnos)": {},
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- "english_speaking": "2",
+ "freedom_of_speech": "5",
+ "startup_score": "3",
+ "traffic_safety": "3",
+ "ac_availability": "3",
+ "lgbt_friendly": "3",
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+ "cost_dollars_per_month": 2639
+ },
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"nightlife": "3",
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- "peace_score": "1"
+ "female_friendly": "4",
+ "racial_tolerance": "4",
+ "walkability": "5",
+ "quality_of_life": "3",
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+ "freedom_of_speech": "4",
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+ "lgbt_friendly": "3",
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+ "peace": "3",
+ "nomad_score": "2.49",
+ "internet_mbs": 45,
+ "cost_dollars_per_month": 4180
},
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+ "palm-desert": {
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"nightlife": "3",
"female_friendly": "4",
"racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
+ "walkability": "3",
+ "quality_of_life": "3",
+ "places_to_work_from": "1",
+ "friendliness_to_foreigners": -1,
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+ "ac_availability": -1,
+ "lgbt_friendly": "3",
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+ "wifi_availability": "4",
+ "peace": "3",
+ "nomad_score": "2.59",
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+ "cost_dollars_per_month": 6185
+ },
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+ "peace": "3",
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+ "cost_dollars_per_month": 1883
},
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"nightlife": "3",
"female_friendly": "3",
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+ "racial_tolerance": "3",
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},
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- "huis-ten-bosch": {},
- "bethesda": {},
- "kalibo": {},
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- "english_speaking": "5",
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+ "internet_mbs": 6,
+ "cost_dollars_per_month": 1100
+ },
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"nightlife": "3",
"female_friendly": "3",
"racial_tolerance": "4",
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- "life_score": "3",
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+ "quality_of_life": "3",
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+ "peace": "3",
+ "nomad_score": "2.71",
+ "internet_mbs": 41,
+ "cost_dollars_per_month": 2747
},
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- "english_speaking": "5",
+ "lake-havasu-city": {
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"nightlife": "3",
- "female_friendly": "3",
+ "female_friendly": "4",
"racial_tolerance": "5",
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- "places_to_work_score": "1"
- },
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- "decatur-island": {},
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- "nightlife": "1",
+ "walkability": "2",
+ "quality_of_life": "3",
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+ "peace": "3",
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+ "internet_mbs": 57,
+ "cost_dollars_per_month": 3369
+ },
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"female_friendly": "2",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
+ "racial_tolerance": "2",
+ "walkability": "2",
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"friendliness_to_foreigners": "3",
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+ "traffic_safety": "2",
"ac_availability": "2",
"lgbt_friendly": "1",
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- "peace_score": "3"
- },
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+ "wifi_availability": "2",
+ "peace": "3",
+ "nomad_score": "2.99",
+ "internet_mbs": 8,
+ "cost_dollars_per_month": 630
},
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- "walkScore_score": "5",
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- "places_to_work_score": "1"
- },
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- "peace_score": "3"
- },
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- "peace_score": "3"
- },
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- "leisure_quality": "3",
- "peace_score": "4"
- },
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- "female_friendly": "3",
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- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "2"
- },
- "starigrad": {},
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- "koszalin": {},
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- "wacken": {},
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- "lunenburg": {},
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- "cop\u00e1n-ruinas": {},
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- "bad-aussee": {},
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- "weiden-in-der-oberpfalz": {},
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- "pukekohe": {},
- "mt-taranaki": {},
- "wanganui": {},
- "takaka": {},
- "abel-tasman-national-park": {},
- "kongahu": {},
- "karamea": {},
- "catlins-road": {},
- "riverton": {},
- "haast": {},
- "hokitika-gorge": {},
- "pancake-rocks": {},
- "arthur's-pass-national-park": {},
- "akaroa": {},
- "omarama": {},
- "cromwell": {},
- "balclutha": {},
- "papatowai": {},
- "moeraki-boulders": {},
- "alexandra": {},
- "mount-cook-national-park": {},
- "geraldine": {},
- "cape-palliser": {},
- "te-puke": {},
- "tiritiri-matangi": {},
- "waihi": {},
- "te-rerenga": {},
- "hahei-beach": {},
- "whitianga": {},
- "karekare-beach": {},
- "dargaville": {},
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- "paihia-beach": {},
- "whangarei": {},
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- "tokushima-prefecture": {},
- "gavdos": {},
- "paleochora": {},
- "attica-region": {},
- "palaiochora": {},
- "douarnenez": {},
- "quimper": {},
- "jammu": {},
- "jhansi": {},
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- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "2"
- },
- "larvik": {},
- "kirchberg-in-tirol": {},
- "armadale": {},
- "fort-augustus": {},
- "cape-verde": {},
- "drachten": {},
- "la-digue-and-inner-islands": {},
- "klippan": {},
- "port-louis-district": {},
- "kristianstad": {},
- "bruxelles-formation": {},
- "playa-de-magaluf": {},
- "udine": {},
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- "aigues-mortes": {},
- "juiz-de-fora": {},
- "lake-titicaca": {},
- "colca-canyon": {},
- "meaux": {},
- "\u00e9crosnes": {},
- "la-clusaz": {},
- "montlaux": {},
- "solsona": {},
- "brian\u00e7on": {},
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- "havelock-island": {},
- "eskilstuna": {},
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- "daugavpils": {},
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- "los-llanos-de-aridane": {},
- "tokyo-prefecture": {},
- "pacentro": {},
- "royal-oak": {},
- "algiers": {},
- "poipu-hawaii": {},
- "ile-de-la-r\u00e9union-tourisme": {},
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- "english_speaking": "1",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "2",
- "friendliness_to_foreigners": "4"
- },
- "b\u00e1varo": {},
- "arrifana": {},
- "zarautz": {},
- "nusa-lembongan-island": {},
- "castell-platja-d'aro": {},
- "serbia": {},
- "macedonia-(fyrom)": {},
- "slovakia": {},
- "mar\u00edlia": {},
- "dessau-ro\u00dflau": {},
- "burntwood": {},
- "deutsch-kaltenbrunn": {},
- "hermosillo": {
- "hospital_score": "1",
- "english_speaking": "3",
- "nightlife": "3",
- "female_friendly": "3"
- },
- "villach": {},
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- "frankfurt-airport": {},
- "seattle-tacoma-international-airport": {},
- "columbia-falls": {},
- "grand-beach": {},
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- "copper-harbor": {},
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- "sahara-desert": {},
- "lajatico": {},
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- "laurencekirk": {},
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- "saint-george": {},
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- "driftpile": {},
- "fort-macleod": {},
- "bradley": {},
- "krynica-zdr\u00f3j": {},
- "billings": {
- "hospital_score": "4",
- "english_speaking": "5",
+ "lansing": {
+ "hospital_availability": "5",
"nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "5",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "praia-massarandupio": {},
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- "female_friendly": "2",
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- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "1"
- },
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"female_friendly": "2",
"racial_tolerance": "4",
- "walkScore_score": "5",
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- "peace_score": "3"
- },
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- "life_score": "4"
- },
- "s\u00f8rv\u00e5gen": {},
- "svolv\u00e6r-havn": {},
- "abisko-\u00f6stra": {},
- "zlatibor": {},
- "latvia": {},
- "lithuania": {},
- "hungary": {},
- "santar\u00e9m-district": {},
- "\u00e9vora-district": {},
- "cascais-municipal-aerodrome": {},
- "kissimmee": {},
- "bushmills": {},
- "enniskillen": {},
- "bayeux": {},
- "ena": {},
- "pilsen-plaza": {},
- "kodagu": {},
- "fairfield": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "4",
- "places_to_work_score": "1"
- },
- "noord": {},
- "tullamore": {},
- "wausau": {},
- "dmanisi": {},
- "borjomi": {},
- "vilnius-county": {},
- "segovia": {},
- "aviemore": {},
- "pau": {},
- "rochegude": {},
- "casteljaloux": {},
- "futuroscope": {},
- "soltau": {},
- "munster": {},
- "turckheim": {},
- "rieupeyroux": {},
- "disneyland-paris": {},
- "gundershoffen": {},
- "le-pouliguen": {},
- "volta-mantovana": {},
- "yass": {},
- "coolangatta": {},
- "crescent-head": {},
- "north-haven": {},
- "tamworth": {},
- "ramona": {},
- "volpaia": {},
- "panzano-in-chianti": {},
- "lastra-a-signa": {},
- "roz-sur-couesnon": {},
- "mont-saint-michel": {},
- "ferrugem": {},
- "san-mart\u00edn-de-los-andes": {},
- "puerto-madryn": {},
- "bareilly": {},
- "port-blair": {},
- "meerut": {},
- "kota": {},
- "vung-tau": {},
- "vashist": {},
- "bir": {},
- "bhagalpur": {},
- "jaigaon": {},
- "phuentsholing": {},
- "tosh-": {},
- "dharamshala": {},
- "vellore": {},
- "allahabad": {},
- "mirzapur": {},
- "robertsganj": {},
- "jaunpur": {},
- "kings-mountain": {},
- "ziro": {},
- "le-grazie": {},
- "bar\u00e8ges": {},
- "juicy-oasis-retreat-&-spa": {},
- "phan-rang-th\u00e1p-ch\u00e0m": {},
- "ufa": {},
- "simferopol": {},
- "maui-brewing-company": {},
- "vale-de-telhas": {},
- "torshavn": {},
- "\u00e7\u0131ral\u0131": {},
- "veliko-tarnovo-province": {},
- "\u0431\u0443\u043a\u043e\u0432\u0435\u043b\u044c-/-bukovel": {},
- "halstatt": {},
- "ny\u00edregyh\u00e1za": {},
- "chiang-mairoi-et-thailand": {},
- "pachuca": {},
- "toluca": {},
- "lerma": {},
- "san-crist\u00f3bal": {},
- "castelnuovo-di-val-di-cecina": {},
- "larissa": {},
- "ringe": {},
- "jiquilillo": {},
- "south-beach": {},
- "otres-beach": {},
- "chachoengsao": {},
- "kasar-devi": {},
- "nakhon-ratchasima": {},
- "ploiesti": {
- "hospital_score": "1",
- "english_speaking": "5",
- "nightlife": "2",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "5",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "1",
- "leisure_quality": "2",
- "peace_score": "4"
- },
- "vega-de-san-mateo": {},
- "woodbury": {},
- "petoskey": {},
- "dawson-creek": {},
- "gila": {},
- "discovery-bay": {},
- "niter\u00f3i": {},
- "rosariosanta-f\u00e9": {},
- "kaduna-state": {},
- "maryland": {},
- "santiago-de-los-caballeros": {},
- "donegal": {},
- "skibbereen": {},
- "southsea-castle": {},
- "antigua-and-barbuda": {},
- "kenya": {},
- "arcachon": {},
- "basse-terre": {},
- "l'\u00eele-d'yeu": {},
- "vinalhaven": {},
- "santhiya-koh-yao-yai-resort-&-spa": {},
- "treviso": {
- "hospital_score": "4",
- "english_speaking": "3",
- "nightlife": "4",
- "female_friendly": "4",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "3",
- "road_traffic_score": "3",
- "ac_availability": "4",
- "lgbt_friendly": "2",
- "leisure_quality": "4",
- "peace_score": "3"
- },
- "burnham-on-crouch": {},
- "pirovac": {},
- "orange-beach": {},
- "santarem": {},
- "st-john's": {},
- "corpus-christi": {
- "hospital_score": "4",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "2"
- },
- "baguio-philippines": {},
- "united-states-of-america": {},
- "moldova": {},
- "vitoria-gasteiz": {},
- "saint-martin-de-belleville": {},
- "st.-george": {},
- "heroica-veracruz": {},
- "kopaonik": {},
- "zaporizhzhya": {},
- "forl\u00ec": {},
- "pleasant-hill": {},
- "wyoming": {},
- "lamai-beach": {},
- "summerside": {},
- "langkawikedah-malaysia": {},
- "canton-of-z\u00fcrich": {},
- "jinchuan": {},
- "kokkola": {},
- "djibouti-city": {},
- "thomonde": {},
- "canet-de-mar": {},
- "huldenberg": {},
- "weipa": {},
- "timaru": {},
- "cl-cala-de-bou": {},
- "dxb": {},
- "sassenheim": {},
- "laguna-niguel": {},
- "mount-katahdin": {},
- "mill-valley": {},
- "bregenz": {},
- "dalaman": {},
- "ayvalik": {},
- "bolay\u0131r-plaj\u0131": {},
- "rambukkana": {},
- "girne-sahili": {},
- "hohenems": {},
- "lima-regionperu": {},
- "gu\u00e9thary": {},
- "saint-gilles": {},
- "rye": {},
- "tupungato": {},
- "isabela-island": {},
- "cotopaxi": {},
- "jaibalito": {},
- "kru\u0161etnica": {},
- "playas-de-tijuana": {},
- "ube": {
- "hospital_score": "4",
- "english_speaking": "1",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "3",
- "walkScore_score": "5",
- "life_score": "4",
- "places_to_work_score": "3",
- "friendliness_to_foreigners": "2",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "3",
- "ac_availability": "5",
- "lgbt_friendly": "3",
- "leisure_quality": "3",
- "peace_score": "4"
- },
- "sequoia-national-forest": {},
- "para\u0107in": {},
- "rorschach-hafen-station": {},
- "belle-river-district-high-school": {},
- "kusatsu-machi": {},
- "simpson-bay": {},
- "wailea-makena": {},
- "veran\u00f3polis": {},
- "le-tampon": {},
- "grand-baie": {},
- "pearl-city": {},
- "palau": {},
- "la-maddalena": {},
- "bonifacio": {},
- "fernandina-beach": {},
- "new-london": {},
- "newport-news": {},
- "dunoon": {},
- "gourette": {},
- "al\u00e8s": {},
- "kefalonia": {},
- "szeged": {},
- "anglesey": {},
- "snowdonia-national-park": {},
- "palo": {},
- "ararangu\u00e1": {},
- "ormond-beach": {},
- "west-jefferson": {},
- "rossland": {},
- "disneyland-resort": {},
- "phuketthailand": {},
- "roseville": {},
- "garberville": {},
- "kahuku": {},
- "bustarviejo": {},
- "janesville": {
- "hospital_score": "2",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "3",
- "racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "3"
- },
- "hengelo": {},
- "ooty": {},
- "yeoford": {},
- "lakota": {},
- "north-dakota": {},
- "san-sebasti\u00e1n-de-la-gomera": {},
- "salima-district": {},
- "farnborough": {},
- "sumter": {},
- "albuquerquenm": {},
- "kozhikode": {
- "hospital_score": "2",
- "english_speaking": "3",
- "nightlife": "2",
- "female_friendly": "2",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "5",
- "friendliness_to_foreigners": "4",
- "press_freedom_index_score": "3",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "2",
- "leisure_quality": "3",
- "peace_score": "2"
- },
- "tusayan": {},
- "belden": {},
- "saurimo": {},
- "stoneham": {},
- "oregon": {},
- "montana": {},
- "mount-rushmore-national-memorial": {},
- "estevan": {},
- "helensburgh": {},
- "grimentz": {},
- "dharavandhoo": {},
- "ross-on-wye": {},
- "san-gil": {},
- "koh-rong-beach": {},
- "vyborg": {},
- "veliky-novgorod": {},
- "pripyat": {},
- "cheboksary": {},
- "diveevsky": {},
- "nikolsk": {},
- "orillia": {},
- "kawartha-lakes": {},
- "florida-city": {},
- "castries": {},
- "roseau": {},
- "fort-de-france": {},
- "rancho-palos-verdes": {},
- "marigot": {},
- "piombino": {},
- "freckenfeld": {},
- "hergiswil": {},
- "wetzikon": {},
- "mellingen": {},
- "neuenhof": {},
- "wettingen": {},
- "parque-nacional-manuel-antonio": {},
- "ayacucho": {},
- "brockvilleon": {},
- "goa-velha": {},
- "chapala": {},
- "playa-el-tunco": {},
- "mount-maunganui": {},
- "maastrichtnetherlands": {},
- "togo": {},
- "plano": {},
- "joao-pessoa": {
- "hospital_score": "1",
- "english_speaking": "1",
- "nightlife": "4",
- "female_friendly": "3",
- "racial_tolerance": "2",
- "walkScore_score": "5",
- "life_score": "3",
- "places_to_work_score": "3",
- "friendliness_to_foreigners": "3",
- "press_freedom_index_score": "4",
- "startup_score": "2",
- "road_traffic_score": "2",
- "ac_availability": "2",
- "lgbt_friendly": "2",
- "leisure_quality": "2",
- "peace_score": "3"
- },
- "vernantes": {},
- "buen-hombre": {},
- "mobile": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "2",
- "racial_tolerance": "3",
- "walkScore_score": "1",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "baler": {},
- "cabo-pulmo-national-park": {},
- "ripon": {},
- "aluthgama": {},
- "pennsylvania": {},
- "puerto-escondido-international-airport": {},
- "jekyll-island": {},
- "playa-flamingo": {},
- "scotia": {},
- "thiruvalla-town": {},
- "san-pedrito-beach": {},
- "townsend": {},
- "tangstad": {},
- "costa-da-caparica": {},
- "napili-honokowai": {},
- "el-prodigio": {},
- "rio-claro": {},
- "ceduna": {},
- "santa-cruz-de-le\u00f3n-cort\u00e9s": {},
- "osa-peninsula": {},
- "yantzaza": {},
- "arabba": {},
- "chopok": {},
- "trieste-\u2013-friuli-venezia-giulia-airport": {},
- "hitler's-tea-house": {},
- "mildenberg": {},
- "tupapa-tapere": {},
- "glace-bay": {},
- "margarita-island-venezuela": {},
- "kyotokyoto-prefecture": {},
- "cazenovia": {},
- "englewood": {},
- "neenah": {},
- "bang-lamung-\u0e15\u0e33\u0e1a\u0e25-\u0e1a\u0e32\u0e07\u0e25\u0e30\u0e21\u0e38\u0e07": {},
- "gornja-nugla": {},
- "muggia": {},
- "montanitasanta-elena": {},
- "in\u010dukalns": {},
- "sunrise-beach": {},
- "berrien-township": {},
- "st.-john'snl": {},
- "daytona-beach-shores": {},
- "puerto-morelos": {},
- "san-teodoro": {},
- "kragujevac": {},
- "\u010da\u010dak": {},
- "vrnja\u010dka-banja": {},
- "kraljevo": {},
- "novi-pazar": {},
- "muizenberg": {},
- "zuidwolde": {},
- "estoniya": {},
- "kawaihaehi": {},
- "castlemaine": {},
- "deception-bay": {},
- "emu-plains": {},
- "penrith": {},
- "blue-mountains": {},
- "sun-city": {},
- "ardebil": {},
- "sarp": {},
- "grand-lake": {},
- "newark-nj": {},
- "pichincha-province": {},
- "lake-atitl\u00e1nsolol\u00e1-department": {},
- "mon\u00f2ver": {},
- "westhampton": {},
- "kabul": {},
- "bryson-city": {},
- "marysville": {
- "hospital_score": "2",
- "english_speaking": "5",
+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "1",
+ "fun": "4",
+ "wifi_availability": "1",
+ "peace": "2",
+ "nomad_score": "2.8",
+ "internet_mbs": 7,
+ "cost_dollars_per_month": 1324
+ },
+ "lucknow": {
+ "hospital_availability": "0",
"nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "5",
- "walkScore_score": "2",
- "life_score": "3",
- "places_to_work_score": "1"
- },
- "martel": {},
- "cepagatti": {},
- "saint-jouin": {},
- "villers-sur-mer": {},
- "salles": {},
- "oyr\u00e9": {},
- "noirmoutier-en-l'\u00eele": {},
- "dinard": {},
- "sunshine-coast-regional": {},
- "samo\u00ebns": {},
- "monschau": {},
- "galapagos": {},
- "phalaborwa": {},
- "komi\u017ea": {},
- "guaimaca": {},
- "lubbock": {
- "hospital_score": "3",
- "english_speaking": "5",
- "nightlife": "3",
- "female_friendly": "4",
- "racial_tolerance": "4",
- "walkScore_score": "3",
- "life_score": "3",
- "places_to_work_score": "2"
- },
- "kaaawa": {},
- "playa-de-las-americas": {},
- "vieux-fort": {},
- "united-states-space-camp": {},
- "fort-sumter-national-monument": {},
- "seabrook-island": {},
- "moss-vale": {},
- "gunning": {},
- "cowra": {},
- "parkes-regional-airport-(pke)": {},
- "nananu-i-ra-island": {},
- "peniscola": {},
- "vila-nova-de-milfontes": {},
- "leverkusen": {},
- "draper": {},
- "oak-city": {},
- "lehman-caves": {},
- "ely": {},
- "yosemite-junction": {},
- "nayarit": {},
- "neftekamsk": {},
- "erbil": {},
- "sana'a": {},
- "gagra": {},
- "valencia-city": {},
- "ulsan": {},
- "sandy-springs": {},
- "palm-harbor": {},
- "culebra": {},
- "water-island": {},
- "tarpon-springs": {}
+ "female_friendly": "3",
+ "racial_tolerance": "1",
+ "walkability": "5",
+ "quality_of_life": "3",
+ "places_to_work_from": "5",
+ "friendliness_to_foreigners": "3",
+ "freedom_of_speech": "3",
+ "startup_score": "2",
+ "traffic_safety": "2",
+ "ac_availability": "2",
+ "lgbt_friendly": "3",
+ "fun": "3",
+ "wifi_availability": "2",
+ "peace": "2",
+ "nomad_score": "2.7",
+ "internet_mbs": 6,
+ "cost_dollars_per_month": 871
+ }
}
}
\ No newline at end of file
diff --git a/src/crawler/nomad_city_crawler.py b/src/crawler/nomad_city_crawler.py
index bc642c747da1ac98552fd19df071543aac6d4610..ed7d8065efed75a256fd0c411309e86c926ab280 100644
--- a/src/crawler/nomad_city_crawler.py
+++ b/src/crawler/nomad_city_crawler.py
@@ -1,101 +1,115 @@
+import re
from typing import List, Dict
+import requests
+
from src.handler.csv_handler import CsvHandler
from src.handler.json_handler import JsonHandler
from src.scraper.scraper import Scraper, Given
+from bs4 import BeautifulSoup
+
+base_url = "https://nomadlist.com/"
class NomadCityCrawler:
attribute_to_find = "data-key"
attribute_to_find_values = [
- "hospital_score",
- "english_speaking",
- "nightlife",
- "female_friendly",
- "racial_tolerance",
- "walkScore_score",
- "life_score",
- "places_to_work_score",
- "friendliness_to_foreigners",
- "press_freedom_index_score",
- "startup_score",
- "road_traffic_score",
- "ac_availability",
- "lgbt_friendly",
- "leisure_quality",
- "peace_score"]
+ "hospital_availability",
+ "nightlife",
+ "female_friendly",
+ "racial_tolerance",
+ "walkability",
+ "quality_of_life",
+ "places_to_work_from",
+ "friendliness_to_foreigners",
+ "freedom_of_speech",
+ "startup_score",
+ "traffic_safety",
+ "ac_availability",
+ "lgbt_friendly",
+ "fun",
+ "wifi_availability",
+ "peace",
+ "nomad_score",
+ "internet_mbs",
+ "cost_dollars_per_month"]
@staticmethod
- def get_cities_info(cities_to_browse: List[str]) -> dict:
- cities_stats = {}
- cities_stats["cities"] = {}
-
- for city in cities_to_browse:
- print("working on " + city)
- try:
- cities_stats["cities"][city] = {}
-
- context = Scraper.at("https://nomadlist.com/" + city)
- for key, element in context.with_attribute_having_values(NomadCityCrawler.attribute_to_find, NomadCityCrawler.attribute_to_find_values):
- try:
- score = element.find().get_attribute_value("data-value")
- cities_stats["cities"][city].update({key: score})
- except TypeError as te:
- cities_stats["cities"][city].update({key: "-1"})
-
- except Exception as e:
- print("For city " + city)
- print(e)
-
- return cities_stats
+ def get_number(string: str):
+ inte = ""
+ for c in string:
+ if c.isdigit():
+ inte += c
+ return int(inte)
@staticmethod
- def get_cities_info2(cities_to_browse: List[str]) -> dict:
- cities_stats = {}
- cities_stats["cities"] = {}
-
- city = "cody"
- page = Given().url("https://nomadlist.com/" + city).get_page()
-
- if page.status_code() == 200:
- for attr in NomadCityCrawler.attribute_to_find_values:
- try:
- score = page.find().with_attribute("data-key", attr).get_attribute_value("data-value")
- cities_stats["cities"][city].update({attr: score})
- print(attr + ": " + score)
- except TypeError as e:
- cities_stats["cities"][city].update({attr: "-1"})
- print(attr + ": -1")
+ def get_city_statistics(city: str) -> Dict[str, str]:
+ full_url = base_url + city
+ try:
+ page = Scraper.get("https://nomadlist.com/" + city)
+ except Exception as e:
+ print("Web error for " + full_url)
+ print(e)
+ return {}
+
+ values = {}
+ if page.status_code() != 200:
+ print("Unable to locate page for " + full_url)
+ return values
else:
- print("Page not found for: " + city)
+ print("Working on " + full_url)
+
+ data_value_stats = [
+ ("hospital_score", "hospital_availability"),
+ ("nightlife", "nightlife"),
+ ("female_friendly", "female_friendly"),
+ ("racial_tolerance", "racial_tolerance"),
+ ("walkScore_score", "walkability"),
+ ("life_score", "quality_of_life"),
+ ("places_to_work_score", "places_to_work_from"),
+ ("friendliness_to_foreigners", "friendliness_to_foreigners"),
+ ("press_freedom_index_score", "freedom_of_speech"),
+ ("startup_score", "startup_score"),
+ ("road_traffic_score", "traffic_safety"),
+ ("ac_availability", "ac_availability"),
+ ("lgbt_friendly", "lgbt_friendly"),
+ ("leisure_quality", "fun"),
+ ("wifi_availability", "wifi_availability"),
+ ("peace_score", "peace")]
+
+ for key, mapping in data_value_stats:
+ score = page.find().with_attribute("data-key", key).get_attribute_value("data-value")
+ values[mapping] = score if score is not None else -1
+
+ score = page.find().with_attribute("xitemprop", "ratingValue").get_text()
+ values["nomad_score"] = score if score else -1
+
+ text = "Mbps"
+ score = page.find().get_soup().find(text=re.compile('.*' + text + '.*'))
+ score = NomadCityCrawler.get_number(score)
+ values["internet_mbs"] = score if score else -1
+
+ text = " / mo"
+ score = page.find().get_soup().find(text=re.compile('.*' + text + '.*'))
+ score = NomadCityCrawler.get_number(score)
+ values["cost_dollars_per_month"] = score if score else -1
+
+ return values
@staticmethod
- def get_cities_info3(cities_to_browse: List[str]) -> dict:
- cities_stats = {}
- cities_stats["cities"] = {}
-
- for city in cities_to_browse:
+ def get_cities_statistics(cities: List[str]):
+ cities_result = {}
+ cities_result["cities"] = {}
+ for city in cities:
try:
- print("working on " + city)
- page = Scraper.get("https://nomadlist.com/" + city)
- cities_stats["cities"][city] = {}
-
- if page.status_code() == 200:
- for attr in NomadCityCrawler.attribute_to_find_values:
- try:
- score = page.find().with_attribute("data-key", attr).get_attribute_value("data-value")
- cities_stats["cities"][city].update({attr: score})
- print(attr + ": " + score)
- except TypeError as e:
- cities_stats["cities"][city].update({attr: "-1"})
- print(attr + ": -1")
- else:
- print("Page not found for: " + city)
- except Exception as ex:
- print("Exception for: " + city)
- print(ex)
-
- return cities_stats
+ result = NomadCityCrawler.get_city_statistics(city)
+ if result:
+ cities_result["cities"][city] = result
+ except Exception as e:
+ print("Web error for " + city)
+ print(e)
+
+ return cities_result
def main():
@@ -104,26 +118,12 @@ def main():
cities.append(line["city"].lower().replace(" ", "-"))
cities = list(dict.fromkeys(cities))
- cities_info = NomadCityCrawler.get_cities_info3(cities)
- JsonHandler.save("./../../data/cities_stats_ful.json", cities_info)
+ print(cities)
+ cities_info = NomadCityCrawler.get_cities_statistics(cities)
+ JsonHandler.save("./../../data/cities_stats_full.json", cities_info)
cities = JsonHandler.load("./../../data/cities_stats_full.json")
CsvHandler.saveFromDict("./../../data/cities_stats_full.csv", "city", NomadCityCrawler.attribute_to_find_values,
cities["cities"], "-1")
- # CsvHandler.save("./../../data/cities_stats_full.csv", cities_info)
-
-
-def main3():
- cities = JsonHandler.load("./../../data/cities_stats_full.json")
- CsvHandler.saveFromDict("./../../data/cities_stats_full.csv", "city", NomadCityCrawler.attribute_to_find_values, cities["cities"], "0")
-
-
-def main2():
- cities = []
- for line in CsvHandler.load("./../../data/trips.csv")[1]:
- cities.append(line["city"].lower().replace(" ", "-"))
-
- cities = list(dict.fromkeys(cities))
- cities_info = NomadCityCrawler.get_cities_info3(cities)
-main()
\ No newline at end of file
+main()
diff --git a/src/handler/csv_handler.py b/src/handler/csv_handler.py
index 82f23f24196bf1b276da5effe0a03edabbe6c2c9..7ee012f8960ba8c3765b2d81ee6099f5ffb213ed 100644
--- a/src/handler/csv_handler.py
+++ b/src/handler/csv_handler.py
@@ -85,7 +85,7 @@ class CsvHandler:
line = key + ","
for headerItem in header:
if headerItem in csv_as_dic[key]:
- line = line + csv_as_dic[key][headerItem] + ","
+ line = line + str(csv_as_dic[key][headerItem]) + ","
else:
line = line + default_value + ","
line = line[0:len(line) - 1]
diff --git a/src/scraper/scraper.py b/src/scraper/scraper.py
index 2e889f4ae454fb9ae57f3e5d3470ca94c366e390..61a6aa4a4858bde54cd546544f7db8f9466039cc 100644
--- a/src/scraper/scraper.py
+++ b/src/scraper/scraper.py
@@ -1,5 +1,6 @@
from __future__ import annotations
+import re
from typing import List, Dict
from bs4 import BeautifulSoup
@@ -67,12 +68,27 @@ class Element:
def with_attribute(self, attribute: str, value: str = None) -> Element:
return Element(self._soup.find(attrs={attribute: value}))
+ def with_text(self, text: str):
+ return Element(self._soup.find(text=re.compile('.*' + text + '.*')))
+
+ def text_contains(self, text: str):
+ return Element(self._soup.select_one(':contains("' + text + '")'))
+
+ def parent(self):
+ return Element(self._soup.parent)
+
def get_attribute_value(self, attribute: str):
- return self._soup[attribute]
+ return self._soup[attribute] if self._soup is not None else None
def get_text(self):
return self._soup.get_text()
+ def is_none(self):
+ return self._soup is None
+
+ def get_soup(self):
+ return self._soup
+
class Page:
_page: requests.api