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Details

This data is backed by reliable sources, which we clean and combine into one unique set

The actual data is presented as such, and then we complete the missing data through extrapolation using advanced modelling thanks to Machine Learning

There can be missing values when the data is not available and cannot be extrapolated but we make sure each dataset is as complete as possible

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DATASET

Modelling cities

Export data on all cities in our database with entities linked to them

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All countries

Afghanistan

Albania

Algeria

Andorra

Angola

Antigua and Barbuda

Argentina

Armenia

Australia

Austria

Azerbaijan

Bahrain

Bangladesh

Barbados

Belarus

Belgium

Belize

Benin

Bhutan

Bolivia

Bosnia and Herzegovina

Botswana

Brazil

Bulgaria

Burkina Faso

Burundi

Cabo Verde

Cambodia

Cameroon

Canada

Central African Republic

Chad

Chile

China

Colombia

Comoros

Congo

Costa Rica

Croatia

Cuba

Cyprus

Czech Republic

Côte d'Ivoire

Dem. Rep. Congo

Denmark

Djibouti

Dominica

Dominican Republic

Ecuador

Egypt

El Salvador

Equatorial Guinea

Eritrea

Estonia

Eswatini

Ethiopia

Finland

France

Gabon

Georgia

Germany

Ghana

Greece

Grenada

Guatemala

Guinea

Guinea-Bissau

Guyana

Haiti

Honduras

Hungary

Iceland

India

Indonesia

Iran

Iraq

Ireland

Israel

Italy

Jamaica

Japan

Jordan

Kazakhstan

Kenya

Kiribati

Kuwait

Kyrgyz Republic

Lao PDR

Latvia

Lebanon

Lesotho

Liberia

Libya

Liechtenstein

Lithuania

Luxembourg

Madagascar

Malawi

Malaysia

Maldives

Mali

Malta

Mauritania

Mauritius

Mexico

Moldova

Monaco

Mongolia

Montenegro

Morocco

Mozambique

Myanmar

Namibia

Nepal

Netherlands

New Zealand

Nicaragua

Niger

Nigeria

North Macedonia

Norway

Oman

Pakistan

Palau

Panama

Papua New Guinea

Paraguay

Peru

Philippines

Poland

Portugal

Qatar

Romania

Russia

Rwanda

Samoa

San Marino

Saudi Arabia

Senegal

Serbia

Seychelles

Sierra Leone

Singapore

Slovak Republic

Slovenia

Solomon Islands

Somalia

South Africa

South Korea

Spain

Sri Lanka

St. Kitts and Nevis

St. Lucia

St. Vincent and the Grenadines

Sudan

Suriname

Sweden

Switzerland

Syrian Arab Republic

Taiwan

Tajikistan

Tanzania

Thailand

The Bahamas

The Gambia

Togo

Tonga

Trinidad and Tobago

Tunisia

Turkey

Turkmenistan

Tuvalu

Uganda

Ukraine

United Arab Emirates

United Kingdom

United States

Uruguay

Uzbekistan

Vanuatu

Venezuela

Vietnam

Yemen

Zambia

Zimbabwe

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Size: 49,666 cities

Data Sample

Dataset Preview

city	country_name	population	longitude	latitude	Companies HQ
Tokyo	Japan	31,480,498	139.751	35.685	1,885
Shanghai	China	14,608,512	121.400	31.046	287
Bombay	India	12,692,717	72.826	18.975	Unknown
Karachi	Pakistan	11,627,378	67.082	24.906	Unknown
New Delhi	India	10,928,270	77.200	28.600	145
Delhi	India	10,928,270	77.217	28.667	10
Manila	Philippines	10,443,877	120.982	14.604	2
Moscow	Russia	10,381,288	37.616	55.752	60
Seoul	South Korea	10,323,448	126.978	37.599	293
São Paulo	Brazil	10,021,437	Unknown	Unknown	Unknown
Istanbul	Turkey	9,797,536	28.965	41.019	195
Lagos	Nigeria	8,789,133	3.396	6.453	2
Mexico	Mexico	8,720,916	Unknown	19.434	2
Jakarta	Indonesia	8,540,306	106.829	Unknown	194
New York	United States	8,107,916	Unknown	40.714	480
Kinshasa	Dem. Rep. Congo	7,787,832	15.300	Unknown	Unknown
Cairo	Egypt	7,734,602	31.250	30.050	Unknown
Lima	Peru	7,646,786	Unknown	Unknown	5
Beijing	China	7,480,601	116.388	39.929	532
London	United Kingdom	7,421,228	Unknown	51.514	467
Bogotá	Colombia	7,102,602	Unknown	4.649	Unknown
Dhaka	Bangladesh	6,493,177	90.409	23.723	Unknown
Lahore	Pakistan	6,312,576	74.344	31.550	Unknown
Rio de Janeiro	Brazil	6,023,742	Unknown	Unknown	Unknown
Baghdad	Iraq	5,672,516	44.394	33.339	Unknown

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