100+ datasets found
  1. a

    Global Ethnic Groups

    • hub.arcgis.com
    • sdgs-uneplive.opendata.arcgis.com
    • +1more
    Updated Jul 23, 2015
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    UN Environment, Early Warning &Data Analytics (2015). Global Ethnic Groups [Dataset]. https://hub.arcgis.com/maps/uneplive::global-ethnic-groups/about
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    Dataset updated
    Jul 23, 2015
    Dataset authored and provided by
    UN Environment, Early Warning &Data Analytics
    Area covered
    Description

    This ethnicity dataset (GREG) is a digital version of the paper Soviet Narodov Mira atlas created in 1964. In 2010 the GREG (Geo-referencing of ethnic groups) project, used maps and data drawn from the Narodov Mira atlas to create a GIS (Geographic Information Systems) version of the atlas (2010). ETH ZurichFirst developed by G.P. Murdock in the 1940s, is an ethnographic classification system on human behavior, social life and customs, material culture, and human-ecological environments (2003). University of California

  2. a

    Race in the US by Dot Density

    • coronavirus-disasterresponse.hub.arcgis.com
    • coronavirus-resources.esri.com
    • +1more
    Updated Jan 10, 2020
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    ArcGIS Living Atlas Team (2020). Race in the US by Dot Density [Dataset]. https://coronavirus-disasterresponse.hub.arcgis.com/maps/71df79b33d4e4db28c915a9f16c3074e
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    Dataset updated
    Jan 10, 2020
    Dataset authored and provided by
    ArcGIS Living Atlas Team
    Area covered
    Description

    This map is designed to work in the new ArcGIS Online Map Viewer. Open in Map Viewer to view map. What does this map show?This map shows the population in the US by race. The map shows this pattern nationwide for states, counties, and tracts. Open the map in the new ArcGIS Online Map Viewer Beta to see the dot density pattern. What is dot density?The density is visualized by randomly placing one dot per a given value for the desired attribute. Unlike choropleth visualizations, dot density can be mapped using total counts since the size of the polygon plays a significant role in the perceived density of the attribute.Where is the data from?The data in this map comes from the most current American Community Survey (ACS) from the U.S. Census Bureau. Table B03002. The layer being used if updated with the most current data each year when the Census releases new estimates. The layer can be found in ArcGIS Living Atlas of the World: ACS Race and Hispanic Origin Variables - Boundaries.What questions does this map answer?Where do people of different races live?Do people of a similar race live close to people of their own race?Which cities have a diverse range of different races? Less diverse?

  3. 10 powerful tools and maps with which to teach about population and...

    • library.ncge.org
    Updated Jul 27, 2021
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    NCGE (2021). 10 powerful tools and maps with which to teach about population and demographics [Dataset]. https://library.ncge.org/documents/bae1d5f1cba243ea88d09b043b8444ee
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    Dataset updated
    Jul 27, 2021
    Dataset provided by
    National Council for Geographic Educationhttp://www.ncge.org/
    Authors
    NCGE
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Description

    Author: Joseph Kerski, post_secondary_educator, Esri and University of DenverGrade/Audience: high school, ap human geography, post secondary, professional developmentResource type: lessonSubject topic(s): population, maps, citiesRegion: africa, asia, australia oceania, europe, north america, south america, united states, worldStandards: All APHG population tenets. Geography for Life cultural and population geography standards. Objectives: 1. Understand how population change and demographic characteristics are evident at a variety of scales in a variety of places around the world. 2. Understand the whys of where through analysis of change over space and time. 3. Develop skills using spatial data and interactive maps. 4. Understand how population data is communicated using 2D and 3D maps, visualizations, and symbology. Summary: Teaching and learning about demographics and population change in an effective, engaging manner is enriched and enlivened through the use of web mapping tools and spatial data. These tools, enabled by the advent of cloud-based geographic information systems (GIS) technology, bring problem solving, critical thinking, and spatial analysis to every classroom instructor and student (Kerski 2003; Jo, Hong, and Verma 2016).

  4. World Population Density

    • globalfistulahub.org
    • directrelief.hub.arcgis.com
    • +1more
    Updated May 20, 2020
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    Direct Relief (2020). World Population Density [Dataset]. https://www.globalfistulahub.org/maps/8d57f7094eb64d58bdb994f6aad72ce6
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    Dataset updated
    May 20, 2020
    Dataset authored and provided by
    Direct Reliefhttp://directrelief.org/
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Area covered
    Description

    This layer was created by Duncan Smith and based on work by the European Commission JRC and CIESIN. A description from his website follows:--------------------A brilliant new dataset produced by the European Commission JRC and CIESIN Columbia University was recently released- the Global Human Settlement Layer (GHSL). This is the first time that detailed and comprehensive population density and built-up area for the world has been available as open data. As usual, my first thought was to make an interactive map, now online at- http://luminocity3d.org/WorldPopDen/The World Population Density map is exploratory, as the dataset is very rich and new, and I am also testing out new methods for navigating statistics at both national and city scales on this site. There are clearly many applications of this data in understanding urban geographies at different scales, urban development, sustainability and change over time.

  5. Ethnic groups in Australia in 2021

    • statista.com
    Updated Apr 15, 2025
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    Statista (2025). Ethnic groups in Australia in 2021 [Dataset]. https://www.statista.com/statistics/260502/ethnic-groups-in-australia/
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    Dataset updated
    Apr 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    Australia
    Description

    This statistic shows the share of ethnic groups in Australia in the total population. 33 percent of the total population of Australia are english.

    Australia’s population

    Australia’s ethnic diversity can be attributed to their history and location. The country’s colonization from Europeans is a significant reason for the majority of its population being Caucasian. Additionally, being that Australia is one of the most developed countries closest to Eastern Asia; its Asian population comes as no surprise.

    Australia is one of the world’s most developed countries, often earning recognition as one of the world’s economical leaders. With a more recent economic boom, Australia has become an attractive country for students and workers alike, who seek an opportunity to improve their lifestyle. Over the past decade, Australia’s population has slowly increased and is expected to continue to do so over the next several years. A beautiful landscape, many work opportunities and a high quality of life helped play a role in the country’s development. In 2011, Australia was considered to have one of the highest life expectancies in the world, with the average Australian living to approximately 82 years of age.

    From an employment standpoint, Australia has maintained a rather low employment rate compared to many other developed countries. After experiencing a significant jump in unemployment in 2009, primarily due to the world economic crisis, Australia has been able to remain stable and slightly increase employment year-over-year.

  6. A

    World Demographics

    • data.amerigeoss.org
    esri rest, html
    Updated Apr 7, 2020
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    ESRI (2020). World Demographics [Dataset]. https://data.amerigeoss.org/dataset/groups/world-demographics
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    esri rest, htmlAvailable download formats
    Dataset updated
    Apr 7, 2020
    Dataset provided by
    ESRI
    Area covered
    World
    Description
    ArcGIS includes a comprehensive set of demographic and purchasing maps and data for dozens of countries around the world. This includes recent demographic information such as total population, family size, marital status, population by age, and more. It also includes purchasing information on many types of products. This information can be accessed as ready-to-use map layers, including pre-configured popups, which can be re-styled and added to your maps and apps. The primary source of this information is Michael Bauer Research.

    This map features a small selection of these map layers that are available to users with an ArcGIS Online subscription. You can preview several of the map layers in this map. To access the map layers individually, please visit the Demographics and Lifestyle group, which features a complete set of ready-to-use maps and map layers, and can be searched for maps in specific countries.
  7. d

    Human cultural Diversity - A Cross-national data set

    • search.dataone.org
    • knb.ecoinformatics.org
    Updated Aug 14, 2015
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    Michael E. Hochberg; National Center for Ecological Analysis and Synthesis; Howard Cornell; Daniel Nettle; NCEAS 6640: Hochberg: HumanSocialBehavior; Jean-François Guégan; Marc Choisy (2015). Human cultural Diversity - A Cross-national data set [Dataset]. http://doi.org/10.5063/AA/bowdish.246.10
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    Dataset updated
    Aug 14, 2015
    Dataset provided by
    Knowledge Network for Biocomplexity
    Authors
    Michael E. Hochberg; National Center for Ecological Analysis and Synthesis; Howard Cornell; Daniel Nettle; NCEAS 6640: Hochberg: HumanSocialBehavior; Jean-François Guégan; Marc Choisy
    Variables measured
    CPI, GDP, SWB, Area, GDP2, Gini, Area2, Gini2, Trust, CivLib, and 50 more
    Description

    A cross-national data set of 21 variables was assembled for 212 countries from three sources (Barro and Lee 1994; Gordon 2005; CIA World Fact Book 2005). Our data set includes several proxy measures for national wealth, cultural diversity, social instability (both at national and international levels), and demography. Separate diversity measures were calculated for three different cultural domains, namely language, religion and ethnic groups . In addition, wealth variables (per capita GDP, and GINI, the coefficient of income inequality) were assembled, along with indicators of societal functioning drawn from the literature (especially Barro and Lee 1994), including indices of political rights (PRIGHTSB), revolutions and coups d'états (REVCOUP), and political instability (PINSTAB). Measures of international conflict were extracted from the social science literature, and the following were used: the proportion of the time between 1960-85 the country was involved in an external war (WARTIME), the number of international disputes in which the country was involved (TOTINTDISP), and an index of total military expenditure (TOTMILITEXP). Possible confounding variables such as population size (POPSIZE) and the number of international borders (NBINTBORDERS) were also included.

  8. Percentage of U.S. population as of 2016 and 2060, by race and Hispanic...

    • statista.com
    Updated Jul 5, 2024
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    Statista (2024). Percentage of U.S. population as of 2016 and 2060, by race and Hispanic origin [Dataset]. https://www.statista.com/statistics/270272/percentage-of-us-population-by-ethnicities/
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    Dataset updated
    Jul 5, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2016
    Area covered
    United States
    Description

    The statistic shows the share of U.S. population, by race and Hispanic origin, in 2016 and a projection for 2060. As of 2016, about 17.79 percent of the U.S. population was of Hispanic origin. Race and ethnicity in the U.S. For decades, America was a melting pot of the racial and ethnical diversity of its population. The number of people of different ethnic groups in the United States has been growing steadily over the last decade, as has the population in total. For example, 35.81 million Black or African Americans were counted in the U.S. in 2000, while 43.5 million Black or African Americans were counted in 2017.

    The median annual family income in the United States in 2017 earned by Black families was about 50,870 U.S. dollars, while the average family income earned by the Asian population was about 92,784 U.S. dollars. This is more than 15,000 U.S. dollars higher than the U.S. average family income, which was 75,938 U.S. dollars.

    The unemployment rate varies by ethnicity as well. In 2018, about 6.5 percent of the Black or African American population in the United States were unemployed. In contrast to that, only three percent of the population with Asian origin was unemployed.

  9. Population of the U.S. by race 2000-2023

    • statista.com
    Updated Aug 20, 2024
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    Statista (2024). Population of the U.S. by race 2000-2023 [Dataset]. https://www.statista.com/statistics/183489/population-of-the-us-by-ethnicity-since-2000/
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    Dataset updated
    Aug 20, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jul 2000 - Jul 2023
    Area covered
    United States
    Description

    This graph shows the population of the U.S. by race and ethnic group from 2000 to 2023. In 2023, there were around 21.39 million people of Asian origin living in the United States. A ranking of the most spoken languages across the world can be accessed here. U.S. populationCurrently, the white population makes up the vast majority of the United States’ population, accounting for some 252.07 million people in 2023. This ethnicity group contributes to the highest share of the population in every region, but is especially noticeable in the Midwestern region. The Black or African American resident population totaled 45.76 million people in the same year. The overall population in the United States is expected to increase annually from 2022, with the 320.92 million people in 2015 expected to rise to 341.69 million people by 2027. Thus, population densities have also increased, totaling 36.3 inhabitants per square kilometer as of 2021. Despite being one of the most populous countries in the world, following China and India, the United States is not even among the top 150 most densely populated countries due to its large land mass. Monaco is the most densely populated country in the world and has a population density of 24,621.5 inhabitants per square kilometer as of 2021. As population numbers in the U.S. continues to grow, the Hispanic population has also seen a similar trend from 35.7 million inhabitants in the country in 2000 to some 62.65 million inhabitants in 2021. This growing population group is a significant source of population growth in the country due to both high immigration and birth rates. The United States is one of the most racially diverse countries in the world.

  10. W

    Réunion: High Resolution Population Density Maps + Demographic Estimates

    • cloud.csiss.gmu.edu
    zipped csv +1
    Updated Jul 23, 2019
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    UN Humanitarian Data Exchange (2019). Réunion: High Resolution Population Density Maps + Demographic Estimates [Dataset]. http://cloud.csiss.gmu.edu/dataset/348b69aa-bf08-40b0-ad32-0b735c58a10d
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    zipped csv(610672), zipped geotiff(186741), zipped csv(611538), zipped geotiff(186875), zipped csv(611169), zipped csv(611262), zipped csv(481871), zipped csv(610184), zipped geotiff(186906), zipped csv(610666), zipped geotiff(186892), zipped geotiff(186849), zipped geotiff(186685), zipped geotiff(186965)Available download formats
    Dataset updated
    Jul 23, 2019
    Dataset provided by
    UN Humanitarian Data Exchange
    License

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

    Description

    The population of the world, allocated to 1 arcsecond blocks. This refines CIESIN’s Gridded Population of the World project, using machine learning models on high-resolution worldwide Digital Globe satellite imagery. More information.

    There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

  11. Global population 1800-2100, by continent

    • statista.com
    • ai-chatbox.pro
    Updated Jul 4, 2024
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    Statista (2024). Global population 1800-2100, by continent [Dataset]. https://www.statista.com/statistics/997040/world-population-by-continent-1950-2020/
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    Dataset updated
    Jul 4, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    The world's population first reached one billion people in 1803, and reach eight billion in 2023, and will peak at almost 11 billion by the end of the century. Although it took thousands of years to reach one billion people, it did so at the beginning of a phenomenon known as the demographic transition; from this point onwards, population growth has skyrocketed, and since the 1960s the population has increased by one billion people every 12 to 15 years. The demographic transition sees a sharp drop in mortality due to factors such as vaccination, sanitation, and improved food supply; the population boom that follows is due to increased survival rates among children and higher life expectancy among the general population; and fertility then drops in response to this population growth. Regional differences The demographic transition is a global phenomenon, but it has taken place at different times across the world. The industrialized countries of Europe and North America were the first to go through this process, followed by some states in the Western Pacific. Latin America's population then began growing at the turn of the 20th century, but the most significant period of global population growth occurred as Asia progressed in the late-1900s. As of the early 21st century, almost two thirds of the world's population live in Asia, although this is set to change significantly in the coming decades. Future growth The growth of Africa's population, particularly in Sub-Saharan Africa, will have the largest impact on global demographics in this century. From 2000 to 2100, it is expected that Africa's population will have increased by a factor of almost five. It overtook Europe in size in the late 1990s, and overtook the Americas a decade later. In contrast to Africa, Europe's population is now in decline, as birth rates are consistently below death rates in many countries, especially in the south and east, resulting in natural population decline. Similarly, the population of the Americas and Asia are expected to go into decline in the second half of this century, and only Oceania's population will still be growing alongside Africa. By 2100, the world's population will have over three billion more than today, with the vast majority of this concentrated in Africa. Demographers predict that climate change is exacerbating many of the challenges that currently hinder progress in Africa, such as political and food instability; if Africa's transition is prolonged, then it may result in further population growth that would place a strain on the region's resources, however, curbing this growth earlier would alleviate some of the pressure created by climate change.

  12. o

    High Resolution Population Density Maps + Demographic Estimates by CIESIN...

    • registry.opendata.aws
    Updated Jul 8, 2019
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    Meta (2019). High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta [Dataset]. https://registry.opendata.aws/dataforgood-fb-hrsl/
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    Dataset updated
    Jul 8, 2019
    Dataset provided by
    <a href="https://dataforgood.fb.com/">Meta</a>
    Description

    Population data for a selection of countries, allocated to 1 arcsecond blocks and provided in a combination of CSV and Cloud-optimized GeoTIFF files. This refines CIESIN’s Gridded Population of the World using machine learning models on high-resolution worldwide Maxar satellite imagery. CIESIN population counts aggregated from worldwide census data are allocated to blocks where imagery appears to contain buildings.

  13. International Database: Time Series International Database 5-Year Age Groups...

    • catalog.data.gov
    • s.cnmilf.com
    Updated Aug 26, 2023
    + more versions
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    U.S. Census Bureau (2023). International Database: Time Series International Database 5-Year Age Groups and Sex and Other Demographic Variables [Dataset]. https://catalog.data.gov/dataset/international-data-base-time-series-international-data-base-by-5-year-age-groups-and-sex-i
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    Dataset updated
    Aug 26, 2023
    Dataset provided by
    United States Census Bureauhttp://census.gov/
    Description

    Midyear population estimates and projections for all countries and areas of the world with a population of 5,000 or more // Source: U.S. Census Bureau, Population Division, International Programs Center // Note: Total population available from 1950 to 2100 for 227 countries and areas. Other demographic variables available from base year to 2100. Base year varies by country and therefore data are not available for all years for all countries. For the United States, total population available from 1950-2060, and other demographic variables available from 1980-2060. See methodology at https://www.census.gov/programs-surveys/international-programs/about/idb.html

  14. Kingdom of Eswatini: High Resolution Population Density Maps + Demographic...

    • data.amerigeoss.org
    • cloud.csiss.gmu.edu
    • +1more
    json, zip
    Updated Dec 21, 2021
    + more versions
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    UN Humanitarian Data Exchange (2021). Kingdom of Eswatini: High Resolution Population Density Maps + Demographic Estimates [Dataset]. https://data.amerigeoss.org/hr/dataset/highresolutionpopulationdensitymaps-swz
    Explore at:
    zip(4242636), zip(7729369), zip(7588356), zip(7590044), zip(4249745), zip(4249301), zip(4249725), json(143981), zip(7598217), zip(4252508), zip(7650057), zip(7777389), zip(4247316), zip(4247898), zip(7655948)Available download formats
    Dataset updated
    Dec 21, 2021
    Dataset provided by
    United Nationshttp://un.org/
    License

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

    Area covered
    Eswatini
    Description

    The population of the world, allocated to 1 arcsecond blocks. This refines CIESIN’s Gridded Population of the World project, using machine learning models on high-resolution worldwide Digital Globe satellite imagery. More information.

    There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

  15. Distribution of the global population by continent 2024

    • statista.com
    • ai-chatbox.pro
    Updated Mar 27, 2025
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    Statista (2025). Distribution of the global population by continent 2024 [Dataset]. https://www.statista.com/statistics/237584/distribution-of-the-world-population-by-continent/
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    Dataset updated
    Mar 27, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    In the middle of 2023, about 60 percent of the global population was living in Asia.The total world population amounted to 8.1 billion people on the planet. In other words 4.7 billion people were living in Asia as of 2023. Global populationDue to medical advances, better living conditions and the increase of agricultural productivity, the world population increased rapidly over the past century, and is expected to continue to grow. After reaching eight billion in 2023, the global population is estimated to pass 10 billion by 2060. Africa expected to drive population increase Most of the future population increase is expected to happen in Africa. The countries with the highest population growth rate in 2024 were mostly African countries. While around 1.47 billion people live on the continent as of 2024, this is forecast to grow to 3.9 billion by 2100. This is underlined by the fact that most of the countries wit the highest population growth rate are found in Africa. The growing population, in combination with climate change, puts increasing pressure on the world's resources.

  16. United Kingdom - ethnicity

    • statista.com
    Updated Apr 15, 2025
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    Statista (2025). United Kingdom - ethnicity [Dataset]. https://www.statista.com/statistics/270386/ethnicity-in-the-united-kingdom/
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    Dataset updated
    Apr 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2011
    Area covered
    United Kingdom
    Description

    In 2011, 87.2 percent of the total population of the United Kingdom were white British. A positive net migration in recent years combined with the resultant international relationships following the wide-reaching former British Empire has contributed to an increasingly diverse population.

    Varied ethnic backgrounds

    Black British citizens, with African and/or African-Caribbean ancestry, are the largest ethnic minority population, at three percent of the total population. Indian Britons are one of the largest overseas communities of the Indian diaspora and make up 2.3 percent of the total UK population. Pakistani British citizens, who make up almost two percent of the UK population, have one of the highest levels of home ownership in Britain.

    Racism in the United Kingdom

    Though it has decreased in comparison to the previous century, the UK has seen an increase in racial prejudice during the first decade and a half of this century. Racism and discrimination continues to be part of daily life for Britain’s ethnic minorities, especially in terms of work, housing, and health issues. Moreover, the number of hate crimes motivated by race reported since 2012 has increased, and in 2017/18, there were 3,368 recorded offenses of racially or religiously aggravated assault with injury, almost a thousand more than in 2013/14.

  17. Sao Tome and Principe: High Resolution Population Density Maps + Demographic...

    • cloud.csiss.gmu.edu
    zipped csv +1
    Updated Jul 23, 2019
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    UN Humanitarian Data Exchange (2019). Sao Tome and Principe: High Resolution Population Density Maps + Demographic Estimates [Dataset]. http://cloud.csiss.gmu.edu/uddi/mk/dataset/highresolutionpopulationdensitymaps-stp
    Explore at:
    zipped csv(62483), zipped csv(76867), zipped geotiff(33568), zipped csv(76639), zipped geotiff(33503), zipped csv(76900), zipped csv(76974), zipped geotiff(33447), zipped csv(76944), zipped geotiff(33626), zipped csv(76562), zipped geotiff(33583), zipped geotiff(33542)Available download formats
    Dataset updated
    Jul 23, 2019
    Dataset provided by
    United Nationshttp://un.org/
    License

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

    Area covered
    São Tomé and Príncipe
    Description

    The population of the world, allocated to 1 arcsecond blocks. This refines CIESIN’s Gridded Population of the World project, using machine learning models on high-resolution worldwide Digital Globe satellite imagery. More information.

    There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

  18. d

    GapMaps Live Location Intelligence Platform | Map Data | Easy-to-use| One...

    • datarade.ai
    .csv
    Updated Aug 14, 2024
    + more versions
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    GapMaps (2024). GapMaps Live Location Intelligence Platform | Map Data | Easy-to-use| One Login for Global access [Dataset]. https://datarade.ai/data-products/gapmaps-live-location-intelligence-platform-map-data-easy-gapmaps
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    .csvAvailable download formats
    Dataset updated
    Aug 14, 2024
    Dataset authored and provided by
    GapMaps
    Area covered
    India, United States of America, Oman, Morocco, Thailand, Malaysia, Kenya, Hong Kong, United Arab Emirates, Egypt
    Description

    GapMaps Live is an easy-to-use location intelligence platform available across 25 countries globally that allows you to visualise your own store data, combined with the latest demographic, economic and population movement intel right down to the micro level so you can make faster, smarter and surer decisions when planning your network growth strategy.

    With one single login, you can access the latest estimates on resident and worker populations, census metrics (eg. age, income, ethnicity), consuming class, retail spend insights and point-of-interest data across a range of categories including fast food, cafe, fitness, supermarket/grocery and more.

    Some of the world's biggest brands including McDonalds, Subway, Burger King, Anytime Fitness and Dominos use GapMaps Live Map Data as a vital strategic tool where business success relies on up-to-date, easy to understand, location intel that can power business case validation and drive rapid decision making.

    Primary Use Cases for GapMaps Live Map Data include:

    1. Retail Site Selection - Identify optimal locations for future expansion and benchmark performance across existing locations.
    2. Customer Profiling: get a detailed understanding of the demographic profile of your customers and where to find more of them.
    3. Analyse your catchment areas at a granular grid levels using all the key metrics
    4. Target Marketing: Develop effective marketing strategies to acquire more customers.
    5. Marketing / Advertising (Billboards/OOH, Marketing Agencies, Indoor Screens)
    6. Customer Profiling
    7. Target Marketing
    8. Market Share Analysis

    Some of features our clients love about GapMaps Live Map Data include: - View business locations, competitor locations, demographic, economic and social data around your business or selected location - Understand consumer visitation patterns (“where from” and “where to”), frequency of visits, dwell time of visits, profiles of consumers and much more. - Save searched locations and drop pins - Turn on/off all location listings by category - View and filter data by metadata tags, for example hours of operation, contact details, services provided - Combine public data in GapMaps with views of private data Layers - View data in layers to understand impact of different data Sources - Share maps with teams - Generate demographic reports and comparative analyses on different locations based on drive time, walk time or radius. - Access multiple countries and brands with a single logon - Access multiple brands under a parent login - Capture field data such as photos, notes and documents using GapMaps Connect and integrate with GapMaps Live to get detailed insights on existing and proposed store locations.

  19. Global import data of Ethnic

    • volza.com
    csv
    Updated May 30, 2025
    + more versions
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    Volza FZ LLC (2025). Global import data of Ethnic [Dataset]. https://www.volza.com/imports-global/global-import-data-of-ethnic
    Explore at:
    csvAvailable download formats
    Dataset updated
    May 30, 2025
    Dataset provided by
    Volza
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    45816 Global import shipment records of Ethnic with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  20. Libya: High Resolution Population Density Maps + Demographic Estimates

    • cloud.csiss.gmu.edu
    • data.amerigeoss.org
    zipped csv +1
    Updated Jul 23, 2019
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    UN Humanitarian Data Exchange (2019). Libya: High Resolution Population Density Maps + Demographic Estimates [Dataset]. https://cloud.csiss.gmu.edu/uddi/sk/dataset/highresolutionpopulationdensitymaps-lby
    Explore at:
    zipped geotiff(3972494), zipped geotiff(3970898), zipped geotiff(3970863), zipped geotiff(3967612), zipped geotiff(3969426), zipped csv(10342111), zipped geotiff(3973858), zipped csv(10353072), zipped csv(10348115), zipped geotiff(3967601), zipped csv(7325295), zipped csv(10341946), zipped csv(10341260), zipped csv(10355402)Available download formats
    Dataset updated
    Jul 23, 2019
    Dataset provided by
    United Nationshttp://un.org/
    License

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

    Area covered
    Libya
    Description

    The population of the world, allocated to 1 arcsecond blocks. This refines CIESIN’s Gridded Population of the World project, using machine learning models on high-resolution worldwide Digital Globe satellite imagery. More information.

    There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

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UN Environment, Early Warning &Data Analytics (2015). Global Ethnic Groups [Dataset]. https://hub.arcgis.com/maps/uneplive::global-ethnic-groups/about

Global Ethnic Groups

Explore at:
77 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jul 23, 2015
Dataset authored and provided by
UN Environment, Early Warning &Data Analytics
Area covered
Description

This ethnicity dataset (GREG) is a digital version of the paper Soviet Narodov Mira atlas created in 1964. In 2010 the GREG (Geo-referencing of ethnic groups) project, used maps and data drawn from the Narodov Mira atlas to create a GIS (Geographic Information Systems) version of the atlas (2010). ETH ZurichFirst developed by G.P. Murdock in the 1940s, is an ethnographic classification system on human behavior, social life and customs, material culture, and human-ecological environments (2003). University of California

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