79 datasets found
  1. K

    US Major Cities (State)

    • koordinates.com
    csv, dwg, geodatabase +6
    Updated Aug 30, 2018
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    US Department of Agriculture (USDA) (2018). US Major Cities (State) [Dataset]. https://koordinates.com/layer/12239-us-major-cities-state/
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    kml, geodatabase, mapinfo tab, csv, mapinfo mif, dwg, geopackage / sqlite, shapefile, pdfAvailable download formats
    Dataset updated
    Aug 30, 2018
    Dataset authored and provided by
    US Department of Agriculture (USDA)
    Area covered
    Description

    Geospatial data about US Major Cities (State). Export to CAD, GIS, PDF, CSV and access via API.

  2. USA Major Cities

    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    • gateway-kids-nysdos.hub.arcgis.com
    Updated Sep 27, 2022
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    Esri (2022). USA Major Cities [Dataset]. https://arc-gis-hub-home-arcgishub.hub.arcgis.com/maps/esri::usa-major-cities-3
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    Dataset updated
    Sep 27, 2022
    Dataset authored and provided by
    Esrihttp://esri.com/
    Area covered
    Description

    This layer presents the locations of major cities within the United States with populations of approximately 10,000 or more, state capitals, and the national capital. Major Cities are locations containing population totals from the 2020 Census. The points represent U.S. Census Places polygons sourced from U.S. Census Bureau 2020 TIGER FGDB (National Sub-State). Attribute fields include 2020 total population from the U.S. Census Public Law 94 data that symbolize the city points using these six classifications: Class Population Range 5 2,500 – 9,999 6 10,000 – 49,999 7 50,000 – 99,999 8 100,000 – 249,999 9 250,000 – 499,999 10 500,000 and over This ready-to-use layer can be used in ArcGIS Pro and in ArcGIS Online and its configurable apps, dashboards, StoryMaps, custom apps, and mobile apps. The data can also be exported for offline workflows. Cite the 'U.S. Census Bureau' when using this data.

  3. Global megacities' GDP outlook 2030

    • statista.com
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    Statista, Global megacities' GDP outlook 2030 [Dataset]. https://www.statista.com/statistics/913021/projection-megacity-gdp/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2018
    Area covered
    Worldwide
    Description

    This statistic provides a projection of the gross domestic product (GDP) of major megacities worldwide in 2030. As of this time, it is projected that the GDP of Tokyo, Japan, will reach 40 billion U.S. dollars.

  4. Annual cost of living in top 10 largest U.S. cities in 2024

    • statista.com
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    Statista, Annual cost of living in top 10 largest U.S. cities in 2024 [Dataset]. https://www.statista.com/statistics/643471/cost-of-living-in-10-largest-cities-us/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Of the most populous cities in the U.S., San Jose, California had the highest annual income requirement at ******* U.S. dollars annually for homeowners to have an affordable and comfortable life in 2024. This can be compared to Houston, Texas, where homeowners needed an annual income of ****** U.S. dollars in 2024.

  5. T

    United States Population In The Largest City Percent Of Urban Population

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 29, 2017
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    TRADING ECONOMICS (2017). United States Population In The Largest City Percent Of Urban Population [Dataset]. https://tradingeconomics.com/united-states/population-in-the-largest-city-percent-of-urban-population-wb-data.html
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    csv, excel, json, xmlAvailable download formats
    Dataset updated
    May 29, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    Actual value and historical data chart for United States Population In The Largest City Percent Of Urban Population

  6. N

    cities in U.S. Ranked by White Population // 2025 Edition

    • neilsberg.com
    csv, json
    Updated Feb 10, 2025
    + more versions
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    Neilsberg Research (2025). cities in U.S. Ranked by White Population // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/lists/cities-in-united-states-by-white-population/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Feb 10, 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
    United States
    Variables measured
    White Population, White Population as Percent of Total White Population of United States, White Population as Percent of Total Population of cities in United States
    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 27808 cities in the United States by White 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 White Population: This column displays the rank of cities in the United States by their White population, using the most recent ACS data available.
    • cities: The cities for which the rank is shown in the previous column.
    • White Population: The White population of the cities is shown in this column.
    • % of Total cities Population: This shows what percentage of the total cities population identifies as White. Please note that the sum of all percentages may not equal one due to rounding of values.
    • % of Total U.S. White Population: This tells us how much of the entire United States White 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/.

  7. a

    USA Major Cities Green Area per Capita 2014

    • univredlands.hub.arcgis.com
    Updated Apr 2, 2024
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    URSpatial (2024). USA Major Cities Green Area per Capita 2014 [Dataset]. https://univredlands.hub.arcgis.com/datasets/univredlands::lifeexpectancy-patterson-wfl1?layer=16
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    Dataset updated
    Apr 2, 2024
    Dataset authored and provided by
    URSpatial
    Area covered
    United States,
    Description

    This layer presents the locations of cities within the United States with populations of approximately 10,000 or greater, all state capitals, and the national capital. The points represent US Census Places polygons sourced from US Census Bureau 2020 TIGER FGDB (National Sub-State). Geography last updated May 2022.The 2020 population values from the US Census PL94 data symbolize the city points using six classifications:Class Population Range 5 2500 - 9999 6 10000 - 49999 7 50000 - 99999 8 100000 - 499999 9 500000 - 999999 10 1000000 and over

  8. Cities with the largest share of parkland in the U.S. 2024

    • statista.com
    Updated Apr 22, 2015
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    Statista (2015). Cities with the largest share of parkland in the U.S. 2024 [Dataset]. https://www.statista.com/statistics/189711/parkland-as-percentage-of-city-area-in-the-us-2009/
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    Dataset updated
    Apr 22, 2015
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    United States
    Description

    In 2024, the city in the United States with the highest share of parkland was Anchorage, Alaska, where approximately 84 percent of the city was parkland. In second place, with almost half the percentage of parkland was Fremont, California, where 43 percent of the city was parkland.

  9. N

    cities in U.S. Ranked by Black Population // 2025 Edition

    • neilsberg.com
    csv, json
    Updated Feb 10, 2025
    + more versions
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    Neilsberg Research (2025). cities in U.S. Ranked by Black Population // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/lists/cities-in-united-states-by-black-population/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Feb 10, 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
    United States
    Variables measured
    Black Population, Black Population as Percent of Total Black Population of United States, Black Population as Percent of Total Population of cities in United States
    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 27808 cities in the United States 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 United States 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 U.S. Black Population: This tells us how much of the entire United States 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/.

  10. Big Cities Age-Adjusted Mortality Rates

    • johnsnowlabs.com
    csv
    Updated Jan 20, 2021
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    John Snow Labs (2021). Big Cities Age-Adjusted Mortality Rates [Dataset]. https://www.johnsnowlabs.com/marketplace/big-cities-age-adjusted-mortality-rates/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jan 20, 2021
    Dataset authored and provided by
    John Snow Labs
    Time period covered
    2010 - 2015
    Area covered
    United States
    Description

    This dataset contains estimates of age-adjusted mortality rates, by the major causes of death, shared by the Big Cities Health Coalition members represented by the largest metropolitan health departments in the United States. The estimated values of age-adjusted mortality cover the 2010-2015 period and are described by gender and race/ethnicity.

  11. N

    cities in U.S. Ranked by Native American Population // 2025 Edition

    • neilsberg.com
    csv, json
    Updated Feb 10, 2025
    + more versions
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    Neilsberg Research (2025). cities in U.S. Ranked by Native American Population // 2025 Edition [Dataset]. https://www.neilsberg.com/insights/lists/cities-in-united-states-by-native-american-population/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Feb 10, 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
    United States
    Variables measured
    Native American Population, Native American Population as Percent of Total Population of cities in United States, Native American Population as Percent of Total Native American Population of United States
    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 27808 cities in the United States by American Indian and Alaska Native (AIAN) 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 Native American Population: This column displays the rank of cities in the United States by their American Indian and Alaska Native (AIAN) population, using the most recent ACS data available.
    • cities: The cities for which the rank is shown in the previous column.
    • Native American Population: The Native American population of the cities is shown in this column.
    • % of Total cities Population: This shows what percentage of the total cities population identifies as Native American. Please note that the sum of all percentages may not equal one due to rounding of values.
    • % of Total U.S. Native American Population: This tells us how much of the entire United States Native American 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/.

  12. F

    Geographical Outreach: Number of Branches in 3 Largest Cities, Excluding...

    • fred.stlouisfed.org
    json
    Updated Nov 10, 2016
    + more versions
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    (2016). Geographical Outreach: Number of Branches in 3 Largest Cities, Excluding Headquarters, for Other Deposit Takers for United States [Dataset]. https://fred.stlouisfed.org/series/USAFCBODDLNUM
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Nov 10, 2016
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    United States
    Description

    Graph and download economic data for Geographical Outreach: Number of Branches in 3 Largest Cities, Excluding Headquarters, for Other Deposit Takers for United States (USAFCBODDLNUM) from 2004 to 2015 about branches and USA.

  13. Urbanization in the United States 1790 to 2050

    • statista.com
    • akomarchitects.com
    Updated Dec 16, 2021
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    Statista (2021). Urbanization in the United States 1790 to 2050 [Dataset]. https://www.statista.com/statistics/269967/urbanization-in-the-united-states/
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    Dataset updated
    Dec 16, 2021
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2020, about 82.66 percent of the total population in the United States lived in cities and urban areas. As the United States was one of the earliest nations to industrialize, it has had a comparatively high rate of urbanization over the past two centuries. The urban population became larger than the rural population during the 1910s, and by the middle of the century it is expected that almost 90 percent of the population will live in an urban setting. Regional development of urbanization in the U.S. The United States began to urbanize on a larger scale in the 1830s, as technological advancements reduced the labor demand in agriculture, and as European migration began to rise. One major difference between early urbanization in the U.S. and other industrializing economies, such as the UK or Germany, was population distribution. Throughout the 1800s, the Northeastern U.S. became the most industrious and urban region of the country, as this was the main point of arrival for migrants. Disparities in industrialization and urbanization was a key contributor to the Union's victory in the Civil War, not only due to population sizes, but also through production capabilities and transport infrastructure. The Northeast's population reached an urban majority in the 1870s, whereas this did not occur in the South until the 1950s. As more people moved westward in the late 1800s, not only did their population growth increase, but the share of the urban population also rose, with an urban majority established in both the West and Midwest regions in the 1910s. The West would eventually become the most urbanized region in the 1960s, and over 90 percent of the West's population is urbanized today. Urbanization today New York City is the most populous city in the United States, with a population of 8.3 million, while California has the largest urban population of any state. California also has the highest urbanization rate, although the District of Columbia is considered 100 percent urban. Only four U.S. states still have a rural majority, these are Maine, Mississippi, Montana, and West Virginia.

  14. WeWork locations in the U.S. by city 2023

    • statista.com
    Updated May 25, 2019
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    Statista (2019). WeWork locations in the U.S. by city 2023 [Dataset]. https://www.statista.com/statistics/949984/wework-locations-city-united-states/
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    Dataset updated
    May 25, 2019
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2023, New York was the city in the United States with the most WeWork locations. New York had almost ** more locations than Boston, which was the city second in the list.

  15. d

    500 Cities: City Boundaries

    • catalog.data.gov
    • healthdata.gov
    • +5more
    Updated Feb 3, 2025
    + more versions
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    Centers for Disease Control and Prevention (2025). 500 Cities: City Boundaries [Dataset]. https://catalog.data.gov/dataset/500-cities-city-boundaries
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    Dataset updated
    Feb 3, 2025
    Dataset provided by
    Centers for Disease Control and Prevention
    Description

    This city boundary shapefile was extracted from Esri Data and Maps for ArcGIS 2014 - U.S. Populated Place Areas. This shapefile can be joined to 500 Cities city-level Data (GIS Friendly Format) in a geographic information system (GIS) to make city-level maps.

  16. d

    Heat Wave Characteristics in 50 Large U.S. Cities, 1961–2023

    • datasets.ai
    • s.cnmilf.com
    • +1more
    0, 23
    Updated Jul 15, 2024
    + more versions
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    U.S. Environmental Protection Agency (2024). Heat Wave Characteristics in 50 Large U.S. Cities, 1961–2023 [Dataset]. https://datasets.ai/datasets/heat-wave-characteristics-in-50-large-u-s-cities-196120231
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    0, 23Available download formats
    Dataset updated
    Jul 15, 2024
    Dataset authored and provided by
    U.S. Environmental Protection Agency
    Area covered
    United States
    Description

    These maps show changes in the number of heat waves per year (frequency); the average length of heat waves in days (duration); the number of days between the first and last heat wave of the year (season length); and how hot the heat waves were, compared with the local temperature threshold for defining a heat wave (intensity). These data were analyzed from 1961 to 2023 for 50 large metropolitan areas. The size of each circle indicates the rate of change per decade. Solid-color circles represent cities where the trend was statistically significant. For more information: www.epa.gov/climate-indicators

  17. Big Cities Morbidity Rates

    • johnsnowlabs.com
    csv
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    John Snow Labs, Big Cities Morbidity Rates [Dataset]. https://www.johnsnowlabs.com/marketplace/big-cities-morbidity-rates/
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    csvAvailable download formats
    Dataset authored and provided by
    John Snow Labs
    Time period covered
    2010 - 2018
    Area covered
    United States
    Description

    This dataset contains estimates of morbidity rates for the major infections causes and elevated lead levels in blood among children, shared by the Big Cities Health Coalition members represented by the largest metropolitan health departments in the United States. The estimated values morbidity rates cover the 2010-2018 period and are described by sex and race/ethnicity.

  18. Population growth of the top 20 largest U.S. urban areas 2000-2030

    • statista.com
    Updated Nov 28, 2025
    + more versions
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    Statista (2025). Population growth of the top 20 largest U.S. urban areas 2000-2030 [Dataset]. https://www.statista.com/statistics/688139/population-growth-of-the-top-20-largest-us-urban-areas/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2000 - 2018
    Area covered
    United States
    Description

    This statistic shows the population growth rate of the top twenty largest urban agglomerations in the United States from 2000 to 2030. Between 2025 and 2030, the average annual population growth rate of the New York-Newark agglomeration is projected to be roughly **** percent.

  19. Average luxury apartment rent in largest U.S. cities 2018

    • statista.com
    Updated Nov 28, 2025
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    Statista (2025). Average luxury apartment rent in largest U.S. cities 2018 [Dataset]. https://www.statista.com/statistics/878861/luxury-apartment-rent-largest-cities-usa/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 2018
    Area covered
    United States
    Description

    This statistic shows the average rent in high-end apartments in selected cities in the United States in 2018. The average monthly rent for a luxury apartment in Los Angeles, the second largest city in the U.S., was ***** U.S. dollars in 2018.

  20. c

    Historical changes of annual temperature and precipitation indices at...

    • kilthub.cmu.edu
    txt
    Updated Aug 22, 2024
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    Yuchuan Lai; David Dzombak (2024). Historical changes of annual temperature and precipitation indices at selected 210 U.S. cities [Dataset]. http://doi.org/10.1184/R1/7961012.v6
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    txtAvailable download formats
    Dataset updated
    Aug 22, 2024
    Dataset provided by
    Carnegie Mellon University
    Authors
    Yuchuan Lai; David Dzombak
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    United States
    Description

    Historical changes of annual temperature and precipitation indices at selected 210 U.S. cities

    This dataset provide:

    Annual average temperature, total precipitation, and temperature and precipitation extremes calculations for 210 U.S. cities.

    Historical rates of changes in annual temperature, precipitation, and the selected temperature and precipitation extreme indices in the 210 U.S. cities.

    Estimated thresholds (reference levels) for the calculations of annual extreme indices including warm and cold days, warm and cold nights, and precipitation amount from very wet days in the 210 cities.

    Annual average of daily mean temperature, Tmax, and Tmin are included for annual average temperature calculations. Calculations were based on the compiled daily temperature and precipitation records at individual cities.

    Temperature and precipitation extreme indices include: warmest daily Tmax and Tmin, coldest daily Tmax and Tmin , warm days and nights, cold days and nights, maximum 1-day precipitation, maximum consecutive 5-day precipitation, precipitation amounts from very wet days.

    Number of missing daily Tmax, Tmin, and precipitation values are included for each city.

    Rates of change were calculated using linear regression, with some climate indices applied with the Box-Cox transformation prior to the linear regression.

    The historical observations from ACIS belong to Global Historical Climatological Network - daily (GHCN-D) datasets. The included stations were based on NRCC’s “ThreadEx” project, which combined daily temperature and precipitation extremes at 255 NOAA Local Climatological Locations, representing all large and medium size cities in U.S. (See Owen et al. (2006) Accessing NOAA Daily Temperature and Precipitation Extremes Based on Combined/Threaded Station Records).

    Resources:

    See included README file for more information.

    Additional technical details and analyses can be found in: Lai, Y., & Dzombak, D. A. (2019). Use of historical data to assess regional climate change. Journal of climate, 32(14), 4299-4320. https://doi.org/10.1175/JCLI-D-18-0630.1

    Other datasets from the same project can be accessed at: https://kilthub.cmu.edu/projects/Use_of_historical_data_to_assess_regional_climate_change/61538

    ACIS database for historical observations: http://scacis.rcc-acis.org/

    GHCN-D datasets can also be accessed at: https://www.ncei.noaa.gov/data/global-historical-climatology-network-daily/

    Station information for each city can be accessed at: http://threadex.rcc-acis.org/

    • 2024 August updated -

      Annual calculations for 2022 and 2023 were added.

      Linear regression results and thresholds for extremes were updated because of the addition of 2022 and 2023 data.

      Note that future updates may be infrequent.

    • 2022 January updated -

      Annual calculations for 2021 were added.

      Linear regression results and thresholds for extremes were updated because of the addition of 2021 data.

    • 2021 January updated -

      Annual calculations for 2020 were added.

      Linear regression results and thresholds for extremes were updated because of the addition of 2020 data.

    • 2020 January updated -

      Annual calculations for 2019 were added.

      Linear regression results and thresholds for extremes were updated because of the addition of 2019 data.

      Thresholds for all 210 cities were combined into one single file – Thresholds.csv.

    • 2019 June updated -

      Baltimore was updated with the 2018 data (previously version shows NA for 2018) and new ID to reflect the GCHN ID of Baltimore-Washington International AP. city_info file was updated accordingly.

      README file was updated to reflect the use of "wet days" index in this study. The 95% thresholds for calculation of wet days utilized all daily precipitation data from the reference period and can be different from the same index from some other studies, where only days with at least 1 mm of precipitation were utilized to calculate the thresholds. Thus the thresholds in this study can be lower than the ones that would've be calculated from the 95% percentiles from wet days (i.e., with at least 1 mm of precipitation).

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US Department of Agriculture (USDA) (2018). US Major Cities (State) [Dataset]. https://koordinates.com/layer/12239-us-major-cities-state/

US Major Cities (State)

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kml, geodatabase, mapinfo tab, csv, mapinfo mif, dwg, geopackage / sqlite, shapefile, pdfAvailable download formats
Dataset updated
Aug 30, 2018
Dataset authored and provided by
US Department of Agriculture (USDA)
Area covered
Description

Geospatial data about US Major Cities (State). Export to CAD, GIS, PDF, CSV and access via API.

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