Cities (dataset)
Материал из Поле цифровой дидактики
Версия от 14:02, 1 декабря 2022; Patarakin (обсуждение | вклад)
| Описание датасета | Фрагмент из датасета, где хранилось более 140 000 записей о городах с населением более 1 000 жителей - |
|---|---|
| Описание полей |
|
| Форматы данных | CSV |
| Область знаний | Экономика |
| Веб-сайт - ссылка на датасет | http://www.uic.unn.ru/pustyn/data-sets/digida/Millions Cities.csv |
| Примеры использования датасета | Обращение к данным из Snap! - we can play with data |
| Год создания датасета |
История датасета Исходно это данные https://public.opendatasoft.com/explore/dataset/geonames-all-cities-with-a-population-1000/table/?disjunctive.cou_name_en&sort=name
- http://www.uic.unn.ru/pustyn/data-sets/digida/BigCities.csv - c 1000 строк
- http://www.uic.unn.ru/pustyn/data-sets/digida/Millions_Cities.csv - города миллионники
- Name,Country Code,Population,Coordinates,DIgital Elevation Model
Wiki page with data
Таблица
| Название | Страна | Население |
|---|---|---|
| Rabat | MA | 1655753 |
| Dombivli | IN | 1193000 |
| Kallakurichi | IN | 1682687 |
| Bekasi | ID | 2564940 |
| Sofia | BG | 1152556 |
| Nova Iguaçu | BR | 1002118 |
| Ürümqi | CN | 3029372 |
| Zhuhai | CN | 2207090 |
| Qingdao | CN | 7172451 |
| Berlin | DE | 3426354 |
| Guayaquil | EC | 2723665 |
| Buenos Aires | AR | 13076300 |
| Johor Bahru | MY | 1711191 |
| Kano | NG | 4103000 |
| Pyongyang | KP | 3222000 |
| Shymkent | KZ | 1200000 |
| Baghdad | IQ | 7216000 |
| Al Başrah al Qadīmah | IQ | 2015483 |
| Bandar Lampung | ID | 1166066 |
| Yunfu | CN | 2612800 |
| Riyadh | SA | 4205961 |
| Matola | MZ | 1032197 |
| Seoul | KR | 10349312 |
| Meerut | IN | 1223184 |
| Camayenne | GN | 1871242 |
| Dallas | US | 1300092 |
| Cali | CO | 2392877 |
| Douala | CM | 1338082 |
| Zibo | CN | 3129228 |
| Tianshui | CN | 1212791 |
| Baoding | CN | 2739887 |
| Dubai | AE | 3478300 |
| Budta | PH | 1273715 |
| Maracay | VE | 1754256 |
| Nanchong | CN | 1858875 |
| Lu’an | CN | 1644344 |
| Jiaxing | CN | 1180000 |
| Fuyang | CN | 1768947 |
| Baku | AZ | 1116513 |
| Abidjan | CI | 3677115 |
| Yongzhou | CN | 1020715 |
| Quanzhou | CN | 1469157 |
| Yokohama | JP | 3761630 |
| Tokyo | JP | 8336599 |
| Mombasa | KE | 1208333 |
| Ra’s Bayrūt | LB | 1251739 |
| Tiruchirappalli | IN | 1022518 |
| Nowrangapur | IN | 1220946 |
| Gorakhpur | IN | 1324570 |
| Aurangabad | IN | 1016441 |
| Baoji | CN | 1437802 |
| Addis Ababa | ET | 2757729 |
| Voronezh | RU | 1047549 |
| Daejeon | KR | 1469543 |
| Mérida | MX | 1201000 |
| Monterrey | MX | 1135512 |
| Ordos | CN | 1940653 |
| Yaoundé | CM | 1299369 |
| Sanya | CN | 1031396 |
| Qingyuan | CN | 1738424 |
| Sharjah | AE | 1324473 |
| Perth | AU | 1896548 |
| Haikou | CN | 2873358 |
| Foshan | CN | 9042509 |
| Bengaluru | IN | 8443675 |
| Medan | ID | 2435252 |
| Santo Domingo | DO | 2201941 |
| Adana | TR | 1248988 |
| Taipei | TW | 7871900 |
| Busan | KR | 3678555 |
| Seongnam-si | KR | 1031935 |
| San Antonio | US | 1434625 |
| Samara | RU | 1163399 |
| Harare | ZW | 1542813 |
| Mosul | IQ | 1739800 |
| Basrah | IQ | 2600000 |
| Kabul | AF | 4434550 |
| Hohhot | CN | 2350000 |
| Belém | BR | 1407737 |
| Linyi | CN | 2743843 |
| Ho Chi Minh City | VN | 8993082 |
| Brazzaville | CG | 1284609 |
| Yixing | CN | 1285785 |
| Qinzhou | CN | 1296300 |
| Wuwei | CN | 1010295 |
| Hefei | CN | 5050000 |
| Handan | CN | 1358318 |
| Jiangyin | CN | 1779515 |
| Caloocan City | PH | 1500000 |
| Soweto | ZA | 1695047 |
| Córdoba | AR | 1428214 |
| Hong Kong | HK | 7482500 |
| Kanpur | IN | 2823249 |
| Indore | IN | 1837041 |
| Patna | IN | 1599920 |
| Osaka | JP | 2753862 |
| Sapporo | JP | 1973832 |
| Kaduna | NG | 1582102 |
| Benin City | NG | 1782000 |
| Kazan | RU | 1243500 |
| Kigali | RW | 1132686 |
| Munich | DE | 1260391 |
| Goiânia | BR | 1171195 |
| Santiago | CL | 4837295 |
| Zunyi | CN | 2037775 |
| Zhanjiang | CN | 1400709 |
| Wenzhou | CN | 2650000 |
| Luohe | CN | 1294974 |
| Kunming | CN | 3855346 |
| Cixi | CN | 1457510 |
| Hanzhong | CN | 1006557 |
| Guangzhou | CN | 16096724 |
| Phoenix | US | 1608139 |
| Varanasi | IN | 1164404 |
| Bhopāl | IN | 1599914 |
| Agra | IN | 1430055 |
| Al Mawşil al Jadīdah | IQ | 2065597 |
| Yangon | MM | 4477638 |
| Kathmandu | NP | 1442271 |
| Cape Town | ZA | 4710000 |
| Damascus | SY | 1569394 |
| Rostov-na-Donu | RU | 1130305 |
| Xinyang | CN | 1230042 |
| Weinan | CN | 1199290 |
| Shijiazhuang | CN | 3938513 |
| Hengyang | CN | 1075516 |
| Changchun | CN | 4714996 |
| Tangerang | ID | 1911914 |
| Copenhagen | DK | 1153615 |
| Yinchuan | CN | 1487579 |
| Zhangjiagang | CN | 1432044 |
| Shanghai | CN | 22315474 |
| Jieyang | CN | 1899394 |
| Longyan | CN | 1025087 |
| Budapest | HU | 1741041 |
| Kyiv | UA | 2797553 |
| Guadalajara | MX | 1495182 |
| Onitsha | NG | 1553000 |
| Kobe | JP | 1522188 |
| Phnom Penh | KH | 1573544 |
| Teni | IN | 1034724 |
| Chennai | IN | 4681087 |
| Tehran | IR | 7153309 |
| Rome | IT | 2318895 |
| Puebla | MX | 1692181 |
| Ouagadougou | BF | 1086505 |
| Santa Cruz de la Sierra | BO | 1831434 |
| Zhaoqing | CN | 1553109 |
| Wuxi | CN | 4396835 |
| Taizhou | CN | 1607108 |
| Suqian | CN | 1437685 |
| Meishan | CN | 1107742 |
| Hezhou | CN | 1005490 |
| Changzhou | CN | 3290918 |
| Coimbatore | IN | 2136916 |
| Amritsar | IN | 1092450 |
| Nizhniy Novgorod | RU | 1259013 |
| Moscow | RU | 10381222 |
| Omdurman | SD | 1200000 |
| Khartoum | SD | 1974647 |
| Durban | ZA | 3120282 |
| Queens | US | 2272771 |
| Caracas | VE | 3000000 |
| Hiroshima | JP | 1199391 |
| Saitama | JP | 1324854 |
| Mandalay | MM | 1208099 |
| Gujranwala | PK | 1384471 |
| Lagos | NG | 15388000 |
| Vadodara | IN | 1822221 |
| Allahābād | IN | 1073438 |
| Semarang | ID | 1653524 |
| Paris | FR | 2138551 |
| Anyang | CN | 1146839 |
| Nanyang | CN | 1811812 |
| Jinhua | CN | 1463990 |
| Yangjiang | CN | 1292987 |
| Sydney | AU | 4627345 |
| Khulna | BD | 1342339 |
| Dongguan | CN | 9644871 |
| Beijing | CN | 18960744 |
| Johannesburg | ZA | 5635127 |
| Aleppo | SY | 1602264 |
| Saint Petersburg | RU | 5351935 |
| Shangqiu | CN | 1536392 |
| Xinxiang | CN | 1047088 |
| Wuhu | CN | 1598165 |
| Wuhan | CN | 10392693 |
| Bucharest | RO | 1877155 |
| Gwangju | KR | 1490092 |
| Casablanca | MA | 3144909 |
| Jabalpur | IN | 1030168 |
| London | GB | 8961989 |
| Accra | GH | 1963264 |
| Bogor | ID | 1099422 |
| Huai'an | CN | 2494013 |
| Nanchang | CN | 2357839 |
| Liuzhou | CN | 1436599 |
| Bijie | CN | 1137383 |
| Manhattan | US | 1487536 |
| Volgograd | RU | 1013533 |
| Guarulhos | BR | 1169577 |
| Manaus | BR | 1598210 |
| Edmonton | CA | 1010899 |
| Xuchang | CN | 1265536 |
| Xi’an | CN | 9600000 |
| Changde | CN | 1457419 |
| Shaoguan | CN | 1028460 |
| Santiago de los Caballeros | DO | 1200000 |
| Algiers | DZ | 1977663 |
| Alexandria | EG | 5263542 |
| Brisbane | AU | 2189878 |
| Jilin | CN | 1895865 |
| Kota Bharu | MY | 1459994 |
| Kakamega | KE | 1867579 |
| Nashik | IN | 1289497 |
| Lucknow | IN | 2472011 |
| Kowloon | HK | 2303100 |
| İzmir | TR | 2500603 |
| Medina | SA | 1300000 |
| San Diego | US | 1394928 |
| Salvador | BR | 2711840 |
| Yantai | CN | 2227733 |
| Weifang | CN | 2044028 |
| Tianjin | CN | 11090314 |
| Suzhou | CN | 1647642 |
| Shaoxing | CN | 2300000 |
| Hangzhou | CN | 9236032 |
| Giza | EG | 4367343 |
| Datong | CN | 1850000 |
| Anshan | CN | 1450000 |
| Suwon | KR | 1241311 |
| Incheon | KR | 2954955 |
| Bamako | ML | 1297281 |
| Gustavo Adolfo Madero | MX | 1185772 |
| Manila | PH | 1600000 |
| Lahore | PK | 6310888 |
| Kumasi | GH | 1468609 |
| Palembang | ID | 1668848 |
| Xuzhou | CN | 1253991 |
| Ranchi | IN | 1120374 |
| Hyderābād | IN | 6809970 |
| Bandung | ID | 2444160 |
| Tashkent | UZ | 1978028 |
| Hanoi | VN | 8053663 |
| Donetsk | UA | 1024700 |
| Brooklyn | US | 2736074 |
| Kinshasa | CD | 7785965 |
| Tangshan | CN | 3372102 |
| Neijiang | CN | 1251095 |
| Luanda | AO | 2776168 |
| Yiwu | CN | 1481384 |
| Baotou | CN | 2150000 |
| Istanbul | TR | 14804116 |
| Taichung | TW | 1040725 |
| Daegu | KR | 2566540 |
| Mexicali | MX | 1032686 |
| Ciudad Juárez | MX | 1321004 |
| Maputo | MZ | 1191613 |
| Callao | PE | 1300000 |
| Ciudad Nezahualcoyotl | MX | 1104585 |
| Montréal | CA | 1762949 |
| Zhengzhou | CN | 4253913 |
| Xianyang | CN | 1034081 |
| Medellín | CO | 1999979 |
| Stockholm | SE | 1515017 |
| Belgrade | RS | 1273651 |
| Peshawar | PK | 1218773 |
| Omsk | RU | 1172070 |
| Kuala Lumpur | MY | 1453975 |
| Ghāziābād | IN | 1199191 |
| Ahmedabad | IN | 6357693 |
| Iztapalapa | MX | 1815786 |
| Yerevan | AM | 1093485 |
| Melbourne | AU | 4246375 |
| Dammam | SA | 1252523 |
| Gaziantep | TR | 1065975 |
| Asunción | PY | 1482200 |
| Yekaterinburg | RU | 1495066 |
| Hamburg | DE | 1845229 |
| Nagpur | IN | 2228018 |
| Makassar | ID | 1423877 |
| Dublin | IE | 1024027 |
| Brasília | BR | 2207718 |
| Zhuzhou | CN | 1129687 |
| Yancheng | CN | 1615717 |
| Xining | CN | 1677177 |
| Shantou | CN | 3838900 |
| Putian | CN | 1539389 |
| Lanzhou | CN | 3000000 |
| Yiyang | CN | 1249807 |
| Suzhou | CN | 6715559 |
| Shenyang | CN | 7050000 |
| Daqing | CN | 1604027 |
| Rio de Janeiro | BR | 6023699 |
| Curitiba | BR | 1718421 |
| Tai’an | CN | 1735425 |
| Ningbo | CN | 3731203 |
| Jiujiang | CN | 1164268 |
| Jiangmen | CN | 1795459 |
| Huizhou | CN | 2900113 |
| Changzhi | CN | 1214940 |
| Fuzhou | CN | 3740000 |
| Dazhou | CN | 1589435 |
| Harbin | CN | 5242897 |
| Tripoli | LY | 1150989 |
| Dhanbad | IN | 1196214 |
| Tabriz | IR | 1424641 |
| Mashhad | IR | 2307177 |
| Fushun | CN | 1400646 |
| Changshu | CN | 1677050 |
| Surabaya | ID | 2874314 |
| Visakhapatnam | IN | 1063178 |
| Vienna | AT | 1691468 |
| Recife | BR | 1478098 |
| Campinas | BR | 1031554 |
| Zigong | CN | 1262064 |
| Kunshan | CN | 2092496 |
| Yichang | CN | 1350150 |
| Nantong | CN | 2273326 |
| Jingzhou | CN | 1052282 |
| Fuzhou | CN | 1089888 |
| Bayan Nur | CN | 1760000 |
| Barranquilla | CO | 1206319 |
| Prague | CZ | 1165581 |
| Mumbai | IN | 12691836 |
| Maracaibo | VE | 2225000 |
| Dhaka | BD | 10356500 |
| Jakarta | ID | 8540121 |
| Batam | ID | 1164352 |
| Mecca | SA | 1578722 |
| Lusaka | ZM | 1267440 |
| Ankara | TR | 3517182 |
| Tbilisi | GE | 1049498 |
| Ufa | RU | 1120547 |
| Rawalpindi | PK | 1743101 |
| Karachi | PK | 11624219 |
| Tijuana | MX | 1300983 |
| Ibadan | NG | 3649000 |
| Faridabad | IN | 1220229 |
| Kolkata | IN | 4631392 |
| Milan | IT | 1371498 |
| Yangzhou | CN | 1584237 |
| Shangrao | CN | 1116486 |
| Xiangyang | CN | 1294733 |
| Qujing | CN | 1408500 |
| Nanning | CN | 3839800 |
| Huainan | CN | 1666826 |
| Liupanshui | CN | 1320825 |
| Havana | CU | 2163824 |
| Bangkok | TH | 5104476 |
| Kaohsiung | TW | 1519711 |
| Zapopan | MX | 1142483 |
| Davao | PH | 1776949 |
| The Bronx | US | 1385108 |
| San Jose | US | 1026908 |
| Bogotá | CO | 7674366 |
| Quito | EC | 2781641 |
| Shubrā al Khaymah | EG | 1240289 |
| Cairo | EG | 9606916 |
| Birmingham | GB | 1141816 |
| Port-au-Prince | HT | 1234742 |
| León de los Aldama | MX | 1238962 |
| Lima | PE | 7737002 |
| Quezon City | PH | 2761720 |
| Surat | IN | 4591246 |
| Mexico City | MX | 12294193 |
| Yichun | CN | 1045952 |
| Taiyuan | CN | 4303673 |
| Guankou | CN | 1380000 |
| Jinan | CN | 4335989 |
| Guigang | CN | 1086327 |
| Dalian | CN | 4913879 |
| Chongqing | CN | 7457599 |
| Bozhou | CN | 1409436 |
| Chelyabinsk | RU | 1202371 |
| New York City | US | 8804190 |
| Bursa | TR | 1412701 |
| Dar es Salaam | TZ | 2698652 |
| Malingao | PH | 1121974 |
| Hyderabad | PK | 1386330 |
| Warsaw | PL | 1702139 |
| Kawasaki | JP | 1531646 |
| Sendai | JP | 1096704 |
| Almaty | KZ | 1977011 |
| Novosibirsk | RU | 1612833 |
| Philadelphia | US | 1603797 |
| La Paz | BO | 2004652 |
| Calgary | CA | 1019942 |
| Toronto | CA | 2600000 |
| Yulin | CN | 1056743 |
| Nanjing | CN | 9314685 |
| Kaifeng | CN | 1451741 |
| Heze | CN | 1346717 |
| Adelaide | AU | 1225235 |
| Chattogram | BD | 3920222 |
| Zhongshan | CN | 3841873 |
| Pimpri | IN | 1284606 |
| Hāora | IN | 1027672 |
| Navi Mumbai | IN | 2600000 |
| Krasnoyarsk | RU | 1090811 |
| Shiyan | CN | 3460000 |
| Jining | CN | 1241012 |
| Huzhou | CN | 1015937 |
| Chengdu | CN | 13568357 |
| Kalyān | IN | 1262255 |
| Jaipur | IN | 2711758 |
| Shiraz | IR | 1249942 |
| Amman | JO | 1275857 |
| Fukuoka | JP | 1603543 |
| Goyang-si | KR | 1073069 |
| Antananarivo | MG | 1391433 |
| Barquisimeto | VE | 1114097 |
| Houston | US | 2304580 |
| Kharkiv | UA | 1430885 |
| Montevideo | UY | 1270737 |
| Valencia | VE | 1619470 |
| Nagoya | JP | 2191279 |
| Beirut | LB | 1916100 |
| Isfahan | IR | 1547164 |
| Ecatepec de Morelos | MX | 1655015 |
| Conakry | GN | 1767200 |
| Brussels | BE | 1019022 |
| Porto Alegre | BR | 1372741 |
| Minsk | BY | 1742124 |
| Lubumbashi | CD | 1373770 |
| Xiamen | CN | 4617251 |
| Shenzhen | CN | 17494398 |
| Maoming | CN | 1307802 |
| Changsha | CN | 3093980 |
| Arequipa | PE | 1008290 |
| Multan | PK | 1437230 |
| Fortaleza | BR | 2400000 |
| Jinjiang | CN | 1416151 |
| Puyang | CN | 3590000 |
| Huaibei | CN | 1113321 |
| Taizhou | CN | 1485502 |
| Jinzhong | CN | 1226617 |
| Depok | ID | 2056400 |
| Chicago | US | 2746388 |
| Dakar | SN | 2476400 |
| Kampala | UG | 1353189 |
| Kyoto | JP | 1463723 |
| Madurai | IN | 1465625 |
| Karaj | IR | 1448075 |
| Faisalabad | PK | 2506595 |
| Port Harcourt | NG | 1865000 |
| Nairobi | KE | 2750547 |
| Rājkot | IN | 1390640 |
| Pune | IN | 3124458 |
| Ludhiāna | IN | 1545368 |
| Jamshedpur | IN | 1339438 |
| Lianyungang | CN | 2001009 |
| São Paulo | BR | 10021295 |
| Luoyang | CN | 1390581 |
| Guiyang | CN | 3037159 |
| Ganzhou | CN | 1977253 |
| Madrid | ES | 3255944 |
| Rosario | AR | 1173533 |
| Mogadishu | SO | 2587183 |
| Sanaa | YE | 1937451 |
| Pretoria | ZA | 1619438 |
| Los Angeles | US | 3898747 |
| Santiago de Querétaro | MX | 1594212 |
| Abuja | NG | 1235880 |
| Tirunelveli | IN | 1435844 |
| Thāne | IN | 1261517 |
| Najafgarh | IN | 1365000 |
| Delhi | IN | 10927986 |
| South Tangerang | ID | 1365688 |
| Jeddah | SA | 2867446 |
| Singapore | SG | 5638700 |
| Odesa | UA | 1013159 |
| Belo Horizonte | BR | 2373224 |
| Barcelona | ES | 1621537 |
| Mianyang | CN | 1550000 |
| Liaocheng | CN | 1229768 |
| Guilin | CN | 1572300 |
| Chaozhou | CN | 1750945 |
Snap! project with data
https://snap.berkeley.edu/snap/snap.html#present:Username=patarakin&ProjectName=BigCities
