100+ datasets found
  1. World cities database

    • kaggle.com
    Updated May 25, 2025
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    Juanma Hernández (2025). World cities database [Dataset]. http://doi.org/10.34740/kaggle/dsv/11944536
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 25, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Juanma Hernández
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The data is from:

    https://simplemaps.com/data/world-cities

    We're proud to offer a simple, accurate and up-to-date database of the world's cities and towns. We've built it from the ground up using authoritative sources such as the NGIA, US Geological Survey, US Census Bureau, and NASA.

    Our database is:

    • Up-to-date: It was last refreshed on May 11, 2025.
    • Comprehensive: Over 4 million unique cities and towns from every country in the world (about 48 thousand in basic database).
    • Accurate: Cleaned and aggregated from official sources. Includes latitude and longitude coordinates.
    • Simple: A single CSV file, concise field names, only one entry per city.
  2. Major Cities of The World

    • johnsnowlabs.com
    csv
    Updated Jan 20, 2021
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    John Snow Labs (2021). Major Cities of The World [Dataset]. https://www.johnsnowlabs.com/marketplace/ai-in-health-care-trends-and-challenges-in-2022/
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    csvAvailable download formats
    Dataset updated
    Jan 20, 2021
    Dataset authored and provided by
    John Snow Labs
    Area covered
    World
    Description

    This dataset lists cities which consists of above 15,000 inhabitants. Each city is associated with its country and sub-country to reduce the number of ambiguities. Subcountry can be the name of a state (eg in the United Kingdom or the United States of America) or the major administrative section (eg "region" in "France").

  3. Largest countries and territories in the world by area

    • statista.com
    • barnesnoapp.net
    • +1more
    Updated Sep 11, 2025
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    Statista (2025). Largest countries and territories in the world by area [Dataset]. https://www.statista.com/statistics/262955/largest-countries-in-the-world/
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    Dataset updated
    Sep 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    World
    Description

    Russia is the largest country in the world by far, with a total area of just over 17 million square kilometers. After Antarctica, the next three countries are Canada, the U.S., and China; all between 9.5 and 10 million square kilometers. The figures given include internal water surface area (such as lakes or rivers) - if the figures were for land surface only then China would be the second largest country in the world, the U.S. third, and Canada (the country with more lakes than the rest of the world combined) fourth. Russia Russia has a population of around 145 million people, putting it in the top ten most populous countries in the world, and making it the most populous in Europe. However, it's vast size gives it a very low population density, ranked among the bottom 20 countries. Most of Russia's population is concentrated in the west, with around 75 percent of the population living in the European part, while around 75 percent of Russia's territory is in Asia; the Ural Mountains are considered the continental border. Elsewhere in the world Beyond Russia, the world's largest countries all have distinctive topographies and climates setting them apart. The United States, for example, has climates ranging from tundra in Alaska to tropical forests in Florida, with various mountain ranges, deserts, plains, and forests in between. Populations in these countries are often concentrated in urban areas, and are not evenly distributed across the country. For example, around 85 percent of Canada's population lives within 100 miles of the U.S. border; around 95 percent of China lives east of the Heihe–Tengchong Line that splits the country; and the majority of populations in large countries such as Australia or Brazil live near the coast.

  4. Major cities of the world

    • kaggle.com
    Updated Oct 25, 2023
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    Unib Ahmad (2023). Major cities of the world [Dataset]. https://www.kaggle.com/datasets/unibahmad/major-cities-of-the-world
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 25, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Unib Ahmad
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    World
    Description

    "This dataset presents a comprehensive list of cities and locations from various countries around the world. Each entry includes the city's name, the corresponding country, the specific region or locality, and a unique numerical code assigned to each location. The data provides essential information for various applications, such as geographical analysis, research, or database management."

  5. Urbanization: largest cities throughout history 7000BCE-2022

    • statista.com
    • tokrwards.com
    Updated Dec 6, 2016
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    Statista (2016). Urbanization: largest cities throughout history 7000BCE-2022 [Dataset]. https://www.statista.com/statistics/1262485/worlds-largest-city-throughout-history/
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    Dataset updated
    Dec 6, 2016
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    Based on a collection of estimates, over the past 9,000 years, there have been at least 48 cities with a claim to the title of "the world's most populous city". While these can be found on four separate continents, the majority are concentrated in three major regions; 12 of these cities were in present-day Iraq or Syria (then-Mesopotamia), nine were in China, and seven in Egypt. Additionally, many of these cities were found across the Mediterranean, not only during Antiquity (Alexandria, Carthage, and Rome), but also during the Middle Ages (Constantinople, Cordova, and Fez), highlighting the economic significance of this region throughout history.

    Many of the older entries in this list are now just archeological sites, although several have been continuously inhabited for millennia, such as Luoyang and Xi'an in China, which both have populations of several million in 2022. It may also be possible that the first entry, Jericho, is the world's oldest, continuously inhabited settlement, although this is a topic of debate.

  6. World Cities

    • hub.arcgis.com
    • wri-data-catalogue-worldresources.hub.arcgis.com
    • +2more
    Updated Jun 30, 2013
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    Esri (2013). World Cities [Dataset]. https://hub.arcgis.com/datasets/esri::world-cities
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    Dataset updated
    Jun 30, 2013
    Dataset authored and provided by
    Esrihttp://esri.com/
    Area covered
    Description

    World Cities provides a basemap layer for the cities of the world. The cities include national capitals, provincial capitals, major population centers, and landmark cities. Population estimates are provided for those cities listed in open source data from the United Nations Statistics Division, United Nations Human Settlements Programme, and U.S. Census Bureau.

  7. Countries with the largest population 2025

    • statista.com
    • tokrwards.com
    Updated Aug 5, 2025
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    Statista (2025). Countries with the largest population 2025 [Dataset]. https://www.statista.com/statistics/262879/countries-with-the-largest-population/
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    Dataset updated
    Aug 5, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    World
    Description

    In 2025, India overtook China as the world's most populous country and now has almost 1.46 billion people. China now has the second-largest population in the world, still with just over 1.4 billion inhabitants, however, its population went into decline in 2023. Global population As of 2025, the world's population stands at almost 8.2 billion people and is expected to reach around 10.3 billion people in the 2080s, when it will then go into decline. Due to improved healthcare, sanitation, and general living conditions, the global population continues to increase; mortality rates (particularly among infants and children) are decreasing and the median age of the world population has steadily increased for decades. As for the average life expectancy in industrial and developing countries, the gap has narrowed significantly since the mid-20th century. Asia is the most populous continent on Earth; 11 of the 20 largest countries are located there. It leads the ranking of the global population by continent by far, reporting four times as many inhabitants as Africa. The Demographic Transition The population explosion over the past two centuries is part of a phenomenon known as the demographic transition. Simply put, this transition results from a drastic reduction in mortality, which then leads to a reduction in fertility, and increase in life expectancy; this interim period where death rates are low and birth rates are high is where this population explosion occurs, and population growth can remain high as the population ages. In today's most-developed countries, the transition generally began with industrialization in the 1800s, and growth has now stabilized as birth and mortality rates have re-balanced. Across less-developed countries, the stage of this transition varies; for example, China is at a later stage than India, which accounts for the change in which country is more populous - understanding the demographic transition can help understand the reason why China's population is now going into decline. The least-developed region is Sub-Saharan Africa, where fertility rates remain close to pre-industrial levels in some countries. As these countries transition, they will undergo significant rates of population growth.

  8. Major Cities of the World

    • kaggle.com
    Updated Apr 2, 2021
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    Bojan Tunguz (2021). Major Cities of the World [Dataset]. https://www.kaggle.com/tunguz/major-cities-of-the-world/discussion
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 2, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Bojan Tunguz
    License

    Attribution 3.0 (CC BY 3.0)https://creativecommons.org/licenses/by/3.0/
    License information was derived automatically

    Area covered
    World
    Description

    List of major cities in the world

    Data

    The data is extracted from geonames, a very exhaustive list of worldwide toponyms.

    This datapackage only list cities above 15,000 inhabitants. Each city is associated with its country and subcountry to reduce the number of ambiguities. Subcountry can be the name of a state (eg in United Kingdom or the United States of America) or the major administrative section (eg ''region'' in France''). See admin1 field on geonames website for further info about subcountry.

    Notice that : * some cities like Vatican city or Singapore are a whole state so they don't belong to any subcountry. Therefore subcountry is N/A. * There is no guaranty that a city has a unique name in a country and subcountry (At the time of writing, there are about 60 ambiguities). But for each city, the source data primary key geonameid is provided.

    Preparation

    You can run the script yourself to update the data and publish them to github : see scripts README

    License

    All data is licensed under the Creative Common Attribution License as is the original data from geonames. This means you have to credit geonames when using the data. And while no credit is formally required a link back or credit to Lexman and the Open Knowledge Foundation is much appreciated.

    All source code is licensed under the MIT licence.

  9. f

    Major Cities

    • data.apps.fao.org
    Updated Mar 4, 2025
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    (2025). Major Cities [Dataset]. https://data.apps.fao.org/map/catalog/srv/search?keyword=Place
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    Dataset updated
    Mar 4, 2025
    Description

    The "Major Cities" layer is derived from the "World Cities" dataset provided by ArcGIS Data and Maps group as part of the global data layers made available for public use. "Major cities" layer specifically contains National and Provincial capitals that have the highest population within their respective country. Cities were filtered based on the STATUS (“National capital”, “National and provincial capital”, “Provincial capital”, “National capital and provincial capital enclave”, and “Other”). Majority of these cities within larger countries have been filtered at the highest levels of POP_CLASS (“5,000,000 and greater” and “1,000,000 to 4,999,999”). However, China for example, was filtered with cities over 11 million people due to many highly populated cities. Population approximations are sourced from US Census and UN Data. Credits: ESRI, CIA World Factbook, GMI, NIMA, UN Data, UN Habitat, US Census Bureau Disclaimer: The designations employed and the presentation of material at this site do not imply the expression of any opinion whatsoever on the part of the Secretariat of the United Nations concerning the legal status of any country, territory, city or area or of its authorities, or concerning the delimitation of its frontiers or boundaries.

  10. z

    Large Urban Regions of the world

    • zenodo.org
    • data.niaid.nih.gov
    bin
    Updated Apr 15, 2024
    + more versions
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    Rozenblat Celine; Rozenblat Celine; Mehdi Bida; Mehdi Bida; Corneille Rogromel; Mikhail Rogov; Mikhail Rogov; Corneille Rogromel (2024). Large Urban Regions of the world [Dataset]. http://doi.org/10.5281/zenodo.10458207
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    binAvailable download formats
    Dataset updated
    Apr 15, 2024
    Dataset provided by
    Zenodo
    Authors
    Rozenblat Celine; Rozenblat Celine; Mehdi Bida; Mehdi Bida; Corneille Rogromel; Mikhail Rogov; Mikhail Rogov; Corneille Rogromel
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This database provides the construction of Large Urban Regions (LUR) in the world. A Large Urban Region (LUR) can be defined as an aggregation of continuous statistical units around a core that are economically dependent on this core and linked to it by economic and social strong interdependences. The main purpose of this delineation is to make cities comparable on the national and world scales and to make comparative social-economic urban studies. Aggregating different municipal districts around a core city, we construct a single large urban region, which allows to include all the areas of economic influence of a core into one statistical unit (see Rozenblat, 2020 or Rogov & Rozenblat, 2020 for Russia). In doing so we use four principal urban concepts (Pumain et al., 1992): local administrative units (Municipality or localities: MUNI), morphological urban area (MUA), functional urban area (FUA), and conurbation that we call Large Urban Region (LUR). The LURs are the spatial extensions of the influence of one or several FUAs or MUAs. MUAs and FUAs are defined by various national or international sources. We implemented LURs using criteria such as the population distribution among one or several MUAs or FUAs, road networks, access to an airport, distance from a core, and presence of multinational firms. FUAs and MUAs perimeters, if they form a part of a LUR, belong to a unique LUR. In this database, we provide the composition of the LURs in terms of local administrative units (MUNI), Morphological Urban Areas (MUA), and Functional Urban Areas (FUA).

    This last update provides new LURs for the 54 African Countries (see Rogromel & Rozenblat, 2024) and some corrections for China.

    It includes now 1'828 LURs composed of 130'283 localities.

  11. Largest cities in the world ranked by population

    • afghanistan-uneplive.hub.arcgis.com
    Updated Jul 30, 2017
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    UN Environment, Early Warning &Data Analytics (2017). Largest cities in the world ranked by population [Dataset]. https://afghanistan-uneplive.hub.arcgis.com/items/0da0b9219cef42cda1ce62551aad9bf1
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    Dataset updated
    Jul 30, 2017
    Dataset provided by
    United Nations Environment Programmehttp://www.unep.org/
    Authors
    UN Environment, Early Warning &Data Analytics
    Area covered
    World,
    Description

    Large cities in different countries, ranked by population.

  12. Cities with the highest altitudes in the world

    • statista.com
    • barnesnoapp.net
    Updated Jun 26, 2025
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    Statista (2025). Cities with the highest altitudes in the world [Dataset]. https://www.statista.com/statistics/509341/highest-cities-in-the-world/
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    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    World
    Description

    The highest city in the world with a population of more than one million is La Paz. The Capital of Bolivia sits ***** meters above sea level, and is more than 1,000 meters higher than the second-ranked city, Quito. La Paz is also higher than Mt. Fuji in Japan, which has a height of 3,776 meters. Many of the world's largest cities are located in South America. The only city in North America that makes the top 20 list is Denver, Colorado, which has an altitude of ***** meters.

  13. Share of foreign-born population of major cities around the world, 2015

    • statista.com
    Updated Oct 28, 2015
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    Statista (2015). Share of foreign-born population of major cities around the world, 2015 [Dataset]. https://www.statista.com/statistics/684691/foreign-born-population-percentage-of-major-cities/
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    Dataset updated
    Oct 28, 2015
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2015
    Area covered
    World
    Description

    This statistic shows the percentage of the population of select major cities who were foreign-born in 2015. In 2015, ** percent of the population of Dubai were born outside of the United Arab Emirates,

  14. e

    Accessibility Travel Time to Major Cities - Dataset - ENERGYDATA.INFO

    • energydata.info
    Updated Aug 28, 2025
    + more versions
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    (2025). Accessibility Travel Time to Major Cities - Dataset - ENERGYDATA.INFO [Dataset]. https://energydata.info/dataset/accessibility-travel-time-to-major-cities
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    Dataset updated
    Aug 28, 2025
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Accessibility is defined as the travel time to a location of interest using land (road/off road) or water (navigable river, lake and ocean) based travel. This accessibility is computed using a cost-distance algorithm which computes the cost of traveling between two locations on a regular raster grid. Generally this cost is measured in units of time. The input GIS data and a description of the underlying model that were developed by Andrew Nelson in the GEM (Global Environment Monitoring) unit in collaboration with the World Bank's Development Research Group between October 2007 and May 2008. The pixel values representing minutes of travel time. Available dataset: Joint Research Centre - Land Resource Management Unit

  15. Largest cities in western Europe 1800

    • statista.com
    Updated Mar 1, 1992
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    Statista (1992). Largest cities in western Europe 1800 [Dataset]. https://www.statista.com/statistics/1022001/thirty-largest-cities-western-europe-1800/
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    Dataset updated
    Mar 1, 1992
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    1800
    Area covered
    Europe
    Description

    By 1800, London had grown to be the largest city in Western Europe with just under one million inhabitants. Paris was now the second largest city, with over half a million people, and Naples was the third largest city with 450 thousand people. The only other cities with over two hundred thousand inhabitants at this time were Vienna, Amsterdam and Dublin. Another noticeable development is the inclusion of many more northern cities from a wider variety of countries. The dominance of cities from France and Mediterranean countries was no longer the case, and the dispersal of European populations in 1800 was much closer to how it is today, more than two centuries later.

  16. G

    Percent of world population by country, around the world |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Mar 21, 2016
    + more versions
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    Globalen LLC (2016). Percent of world population by country, around the world | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/rankings/population_share/
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    csv, xml, excelAvailable download formats
    Dataset updated
    Mar 21, 2016
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1960 - Dec 31, 2023
    Area covered
    World
    Description

    The average for 2023 based on 196 countries was 0.51 percent. The highest value was in India: 17.94 percent and the lowest value was in Andorra: 0 percent. The indicator is available from 1960 to 2023. Below is a chart for all countries where data are available.

  17. Global megacity populations 2025

    • statista.com
    Updated May 27, 2025
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    Statista (2025). Global megacity populations 2025 [Dataset]. https://www.statista.com/statistics/912263/population-of-urban-agglomerations-worldwide/
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    Dataset updated
    May 27, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    World
    Description

    As of 2025, Tokyo-Yokohama in Japan was the largest world urban agglomeration, with 37 million people living there. Delhi ranked second with more than 34 million, with Shanghai in third with more than 30 million inhabitants.

  18. N

    cities in Blue Earth County Ranked by Non-Hispanic Other Race Population //...

    • neilsberg.com
    csv, json
    Updated Feb 11, 2025
    + more versions
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    Neilsberg Research (2025). cities in Blue Earth County Ranked by Non-Hispanic Other Race Population // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/lists/cities-in-blue-earth-county-mn-by-non-hispanic-other-race-population/
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    json, csvAvailable download formats
    Dataset updated
    Feb 11, 2025
    Dataset authored and provided by
    Neilsberg Research
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Blue Earth County, Minnesota
    Variables measured
    Non-Hispanic Other Race Population, Non-Hispanic Other Race Population as Percent of Total Population of cities in Blue Earth County, MN, Non-Hispanic Other Race Population as Percent of Total Non-Hispanic Other Race Population of Blue Earth County, MN
    Measurement technique
    To measure the rank and respective trends, we initially gathered data from the five most recent American Community Survey (ACS) 5-Year Estimates. We then analyzed and categorized the data for each of the racial categories identified by the U.S. Census Bureau. Based on the required racial category classification, we calculated the rank. For geographies with no population reported for the chosen race, we did not assign a rank and excluded them from the list. It is possible that a small population exists but was not reported or captured due to limitations or variations in Census data collection and reporting. We ensured that the population estimates used in this dataset pertain exclusively to the identified racial categories and do not rely on any ethnicity classification, unless explicitly required.For further information regarding these estimates, please feel free to reach out to us via email at research@neilsberg.com.
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    This list ranks the 40 cities in the Blue Earth County, MN by Non-Hispanic Some Other Race (SOR) population, as estimated by the United States Census Bureau. It also highlights population changes in each cities over the past five years.

    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 5-Year Estimates, including:

    • 2019-2023 American Community Survey 5-Year Estimates
    • 2018-2022 American Community Survey 5-Year Estimates
    • 2017-2021 American Community Survey 5-Year Estimates
    • 2016-2020 American Community Survey 5-Year Estimates
    • 2015-2019 American Community Survey 5-Year Estimates

    Variables / Data Columns

    • Rank by Non-Hispanic Other Race Population: This column displays the rank of cities in the Blue Earth County, MN by their Non-Hispanic Some Other Race (SOR) population, using the most recent ACS data available.
    • cities: The cities for which the rank is shown in the previous column.
    • Non-Hispanic Other Race Population: The Non-Hispanic Other Race population of the cities is shown in this column.
    • % of Total cities Population: This shows what percentage of the total cities population identifies as Non-Hispanic Other Race. Please note that the sum of all percentages may not equal one due to rounding of values.
    • % of Total Blue Earth County Non-Hispanic Other Race Population: This tells us how much of the entire Blue Earth County, MN Non-Hispanic Other Race population lives in that cities. Please note that the sum of all percentages may not equal one due to rounding of values.
    • 5 Year Rank Trend: TThis column displays the rank trend across the last 5 years.

    Good to know

    Margin of Error

    Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

    Custom data

    If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

    Inspiration

    Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

  19. Largest cities in Brazil by population 2024

    • tokrwards.com
    Updated Jul 9, 2025
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    The citation is currently not available for this dataset.
    Explore at:
    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Brazil
    Description

    In 2024, approximately 11.9 million people lived in São Paulo, making it the largest municipality in Brazil and one of the most populous cities in the world. The homonymous state of São Paulo was also the most populous federal entity in the country. Brazil's cities Brazil is home to two large metropolises: São Paulo with close to 11.9 million inhabitants, and Rio de Janeiro with around 6.7 million inhabitants. It also contains a number of smaller but well-known cities, such as Brasília, Salvador, Belo Horizonte, and many others, which report between 2 and 3 million inhabitants each. As a result, the country's population is primarily urban, with nearly 88 percent of inhabitants living in cities. While smaller than some of the other cities, Brasília was chosen to be the capital because of its relatively central location. The city is also well-known for its modernist architecture and utopian city plan, which is quite controversial - criticized by many and praised by others. Sports venues capitals A number of Brazil’s medium-sized and large cities were chosen as venues for the 2014 World Cup, and the 2015 Summer Olympics also took place in Rio de Janeiro. Both of these events required large sums of money to support infrastructure and enhance mobility within a number of different cities across the country. Billions of dollars were spent on the 2014 World Cup, which went primarily to stadium construction and renovation but also to a number of different mobility projects. Other short-term spending on infrastructure for the World Cup and the Rio Olympic Games was estimated at 50 billion U.S. dollars. While these events have poured a lot of money into urban infrastructure, a number of social and economic problems within the country remain unsolved.

  20. N

    cities in Blue Earth County Ranked by Black Population // 2025 Edition

    • neilsberg.com
    csv, json
    Updated Jan 24, 2025
    + more versions
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    Neilsberg Research (2025). cities in Blue Earth County Ranked by Black Population // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/lists/cities-in-blue-earth-county-mn-by-black-population/
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    json, csvAvailable download formats
    Dataset updated
    Jan 24, 2025
    Dataset authored and provided by
    Neilsberg Research
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Blue Earth County, Minnesota
    Variables measured
    Black Population, Black Population as Percent of Total Black Population of Blue Earth County, MN, Black Population as Percent of Total Population of cities in Blue Earth County, MN
    Measurement technique
    To measure the rank and respective trends, we initially gathered data from the five most recent American Community Survey (ACS) 5-Year Estimates. We then analyzed and categorized the data for each of the racial categories identified by the U.S. Census Bureau. Based on the required racial category classification, we calculated the rank. For geographies with no population reported for the chosen race, we did not assign a rank and excluded them from the list. It is possible that a small population exists but was not reported or captured due to limitations or variations in Census data collection and reporting. We ensured that the population estimates used in this dataset pertain exclusively to the identified racial categories and do not rely on any ethnicity classification, unless explicitly required.For further information regarding these estimates, please feel free to reach out to us via email at research@neilsberg.com.
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    This list ranks the 40 cities in the Blue Earth County, MN by Black or African American population, as estimated by the United States Census Bureau. It also highlights population changes in each cities over the past five years.

    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 5-Year Estimates, including:

    • 2019-2023 American Community Survey 5-Year Estimates
    • 2018-2022 American Community Survey 5-Year Estimates
    • 2017-2021 American Community Survey 5-Year Estimates
    • 2016-2020 American Community Survey 5-Year Estimates
    • 2015-2019 American Community Survey 5-Year Estimates

    Variables / Data Columns

    • Rank by Black Population: This column displays the rank of cities in the Blue Earth County, MN by their Black or African American population, using the most recent ACS data available.
    • cities: The cities for which the rank is shown in the previous column.
    • Black Population: The Black population of the cities is shown in this column.
    • % of Total cities Population: This shows what percentage of the total cities population identifies as Black. Please note that the sum of all percentages may not equal one due to rounding of values.
    • % of Total Blue Earth County Black Population: This tells us how much of the entire Blue Earth County, MN Black population lives in that cities. Please note that the sum of all percentages may not equal one due to rounding of values.
    • 5 Year Rank Trend: TThis column displays the rank trend across the last 5 years.

    Good to know

    Margin of Error

    Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

    Custom data

    If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

    Inspiration

    Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

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Cite
Juanma Hernández (2025). World cities database [Dataset]. http://doi.org/10.34740/kaggle/dsv/11944536
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World cities database

Accurate and up-to-date database of the world's cities and towns

Explore at:
4 scholarly articles cite this dataset (View in Google Scholar)
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
May 25, 2025
Dataset provided by
Kagglehttp://kaggle.com/
Authors
Juanma Hernández
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Description

The data is from:

https://simplemaps.com/data/world-cities

We're proud to offer a simple, accurate and up-to-date database of the world's cities and towns. We've built it from the ground up using authoritative sources such as the NGIA, US Geological Survey, US Census Bureau, and NASA.

Our database is:

  • Up-to-date: It was last refreshed on May 11, 2025.
  • Comprehensive: Over 4 million unique cities and towns from every country in the world (about 48 thousand in basic database).
  • Accurate: Cleaned and aggregated from official sources. Includes latitude and longitude coordinates.
  • Simple: A single CSV file, concise field names, only one entry per city.
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