4 datasets found
  1. Total population worldwide 1950-2100

    • statista.com
    • ai-chatbox.pro
    Updated Feb 24, 2025
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    Statista (2025). Total population worldwide 1950-2100 [Dataset]. https://www.statista.com/statistics/805044/total-population-worldwide/
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    Dataset updated
    Feb 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    The world population surpassed eight billion people in 2022, having doubled from its figure less than 50 years previously. Looking forward, it is projected that the world population will reach nine billion in 2038, and 10 billion in 2060, but it will peak around 10.3 billion in the 2080s before it then goes into decline. Regional variations The global population has seen rapid growth since the early 1800s, due to advances in areas such as food production, healthcare, water safety, education, and infrastructure, however, these changes did not occur at a uniform time or pace across the world. Broadly speaking, the first regions to undergo their demographic transitions were Europe, North America, and Oceania, followed by Latin America and Asia (although Asia's development saw the greatest variation due to its size), while Africa was the last continent to undergo this transformation. Because of these differences, many so-called "advanced" countries are now experiencing population decline, particularly in Europe and East Asia, while the fastest population growth rates are found in Sub-Saharan Africa. In fact, the roughly two billion difference in population between now and the 2080s' peak will be found in Sub-Saharan Africa, which will rise from 1.2 billion to 3.2 billion in this time (although populations in other continents will also fluctuate). Changing projections The United Nations releases their World Population Prospects report every 1-2 years, and this is widely considered the foremost demographic dataset in the world. However, recent years have seen a notable decline in projections when the global population will peak, and at what number. Previous reports in the 2010s had suggested a peak of over 11 billion people, and that population growth would continue into the 2100s, however a sooner and shorter peak is now projected. Reasons for this include a more rapid population decline in East Asia and Europe, particularly China, as well as a prolongued development arc in Sub-Saharan Africa.

  2. Population of the world 10,000BCE-2100

    • statista.com
    Updated Aug 7, 2024
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    Statista (2024). Population of the world 10,000BCE-2100 [Dataset]. https://www.statista.com/statistics/1006502/global-population-ten-thousand-bc-to-2050/
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    Dataset updated
    Aug 7, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    Until the 1800s, population growth was incredibly slow on a global level. The global population was estimated to have been around 188 million people in the year 1CE, and did not reach one billion until around 1803. However, since the 1800s, a phenomenon known as the demographic transition has seen population growth skyrocket, reaching eight billion people in 2023, and this is expected to peak at over 10 billion in the 2080s.

  3. World Population Data

    • kaggle.com
    Updated Jan 1, 2024
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    Sazidul Islam (2024). World Population Data [Dataset]. https://www.kaggle.com/datasets/sazidthe1/world-population-data
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 1, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Sazidul Islam
    License

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

    Area covered
    World
    Description

    Context

    The world's population has undergone remarkable growth, exceeding 7.5 billion by mid-2019 and continuing to surge beyond previous estimates. Notably, China and India stand as the two most populous countries, with China's population potentially facing a decline while India's trajectory hints at surpassing it by 2030. This significant demographic shift is just one facet of a global landscape where countries like the United States, Indonesia, Brazil, Nigeria, and others, each with populations surpassing 100 million, play pivotal roles.

    The steady decrease in growth rates, though, is reshaping projections. While the world's population is expected to exceed 8 billion by 2030, growth will notably decelerate compared to previous decades. Specific countries like India, Nigeria, and several African nations will notably contribute to this growth, potentially doubling their populations before rates plateau.

    Content

    This dataset provides comprehensive historical population data for countries and territories globally, offering insights into various parameters such as area size, continent, population growth rates, rankings, and world population percentages. Spanning from 1970 to 2023, it includes population figures for different years, enabling a detailed examination of demographic trends and changes over time.

    Dataset

    Structured with meticulous detail, this dataset offers a wide array of information in a format conducive to analysis and exploration. Featuring parameters like population by year, country rankings, geographical details, and growth rates, it serves as a valuable resource for researchers, policymakers, and analysts. Additionally, the inclusion of growth rates and world population percentages provides a nuanced understanding of how countries contribute to global demographic shifts.

    This dataset is invaluable for those interested in understanding historical population trends, predicting future demographic patterns, and conducting in-depth analyses to inform policies across various sectors such as economics, urban planning, public health, and more.

    Structure

    This dataset (world_population_data.csv) covering from 1970 up to 2023 includes the following columns:

    Column NameDescription
    RankRank by Population
    CCA33 Digit Country/Territories Code
    CountryName of the Country
    ContinentName of the Continent
    2023 PopulationPopulation of the Country in the year 2023
    2022 PopulationPopulation of the Country in the year 2022
    2020 PopulationPopulation of the Country in the year 2020
    2015 PopulationPopulation of the Country in the year 2015
    2010 PopulationPopulation of the Country in the year 2010
    2000 PopulationPopulation of the Country in the year 2000
    1990 PopulationPopulation of the Country in the year 1990
    1980 PopulationPopulation of the Country in the year 1980
    1970 PopulationPopulation of the Country in the year 1970
    Area (km²)Area size of the Country/Territories in square kilometer
    Density (km²)Population Density per square kilometer
    Growth RatePopulation Growth Rate by Country
    World Population PercentageThe population percentage by each Country

    Acknowledgment

    The primary dataset was retrieved from the World Population Review. I sincerely thank the team for providing the core data used in this dataset.

    © Image credit: Freepik

  4. P

    STATE ToxiCN Dataset

    • paperswithcode.com
    Updated Jan 25, 2025
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    Zewen Bai; Shengdi Yin; Junyu Lu; Jingjie Zeng; Haohao Zhu; Yuanyuan Sun; Liang Yang; Hongfei Lin (2025). STATE ToxiCN Dataset [Dataset]. https://paperswithcode.com/dataset/state-toxicn
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    Dataset updated
    Jan 25, 2025
    Authors
    Zewen Bai; Shengdi Yin; Junyu Lu; Jingjie Zeng; Haohao Zhu; Yuanyuan Sun; Liang Yang; Hongfei Lin
    Description

    With the rise of social media, user-generated content has surged, and hate speech has proliferated. Hate speech targets groups or individuals based on race, religion, gender, region, sexual orientation, or physical traits, expressing malice or inciting harm. Recognized as a growing social issue, it affects 9.41 billion Mandarin Chinese speakers (12% of the global population). However, research on Chinese hate speech detection lags, facing two key challenges.

    First, existing studies focus on post-level analysis, but post-level classification cannot fully assess models' understanding of hate semantics. Hate speech intensity and directionality depend on associated targets and arguments. In Chinese, flexible word order and lack of segmentation markers (e.g., spaces in English) make fragment-level detection challenging. To address this, we created the first fragment-level Chinese hate speech dataset, annotated with (Target-Argument-Hate Group-Hateful) quadruples.

    Second, while priorr work provided hate word lists, the lack of interpretive annotations hinders deep semantic analysis. As the only widely used logographic script, Chinese haThe numerous synonyms and near-synonyms, making hate slang diverse and hard to detect. Chinese hate expressions often evade detection through homophones, character splitting/combining , or historical allusions To tackle this, we collected common hate slang from real online forums and built the first annotated Chinese hate slang lexicon.

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Statista (2025). Total population worldwide 1950-2100 [Dataset]. https://www.statista.com/statistics/805044/total-population-worldwide/
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Total population worldwide 1950-2100

Explore at:
20 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Feb 24, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
World
Description

The world population surpassed eight billion people in 2022, having doubled from its figure less than 50 years previously. Looking forward, it is projected that the world population will reach nine billion in 2038, and 10 billion in 2060, but it will peak around 10.3 billion in the 2080s before it then goes into decline. Regional variations The global population has seen rapid growth since the early 1800s, due to advances in areas such as food production, healthcare, water safety, education, and infrastructure, however, these changes did not occur at a uniform time or pace across the world. Broadly speaking, the first regions to undergo their demographic transitions were Europe, North America, and Oceania, followed by Latin America and Asia (although Asia's development saw the greatest variation due to its size), while Africa was the last continent to undergo this transformation. Because of these differences, many so-called "advanced" countries are now experiencing population decline, particularly in Europe and East Asia, while the fastest population growth rates are found in Sub-Saharan Africa. In fact, the roughly two billion difference in population between now and the 2080s' peak will be found in Sub-Saharan Africa, which will rise from 1.2 billion to 3.2 billion in this time (although populations in other continents will also fluctuate). Changing projections The United Nations releases their World Population Prospects report every 1-2 years, and this is widely considered the foremost demographic dataset in the world. However, recent years have seen a notable decline in projections when the global population will peak, and at what number. Previous reports in the 2010s had suggested a peak of over 11 billion people, and that population growth would continue into the 2100s, however a sooner and shorter peak is now projected. Reasons for this include a more rapid population decline in East Asia and Europe, particularly China, as well as a prolongued development arc in Sub-Saharan Africa.

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