45 datasets found
  1. N

    Gay, GA Annual Population and Growth Analysis Dataset: A Comprehensive...

    • neilsberg.com
    csv, json
    Updated Jul 30, 2024
    + more versions
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    Neilsberg Research (2024). Gay, GA Annual Population and Growth Analysis Dataset: A Comprehensive Overview of Population Changes and Yearly Growth Rates in Gay from 2000 to 2023 // 2024 Edition [Dataset]. https://www.neilsberg.com/insights/gay-ga-population-by-year/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Jul 30, 2024
    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
    Georgia, Gay
    Variables measured
    Annual Population Growth Rate, Population Between 2000 and 2023, Annual Population Growth Rate Percent
    Measurement technique
    The data presented in this dataset is derived from the 20 years data of U.S. Census Bureau Population Estimates Program (PEP) 2000 - 2023. To measure the variables, namely (a) population and (b) population change in ( absolute and as a percentage ), we initially analyzed and tabulated the data for each of the years between 2000 and 2023. 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

    The dataset tabulates the Gay population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Gay across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

    Key observations

    In 2023, the population of Gay was 116, a 4.13% decrease year-by-year from 2022. Previously, in 2022, Gay population was 121, an increase of 5.22% compared to a population of 115 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Gay decreased by 37. In this period, the peak population was 153 in the year 2000. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

    Content

    When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

    Data Coverage:

    • From 2000 to 2023

    Variables / Data Columns

    • Year: This column displays the data year (Measured annually and for years 2000 to 2023)
    • Population: The population for the specific year for the Gay is shown in this column.
    • Year on Year Change: This column displays the change in Gay population for each year compared to the previous year.
    • Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

    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/.

    Recommended for further research

    This dataset is a part of the main dataset for Gay Population by Year. You can refer the same here

  2. Lgbt law

    • kaggle.com
    zip
    Updated May 9, 2024
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    willian oliveira (2024). Lgbt law [Dataset]. https://www.kaggle.com/datasets/willianoliveiragibin/lgbt-law
    Explore at:
    zip(1945 bytes)Available download formats
    Dataset updated
    May 9, 2024
    Authors
    willian oliveira
    License

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

    Description

    LGBT+ rights are human rights that all lesbian, gay, bisexual, transgender and other people outside traditional sexuality and gender categories have. But in practice, these rights are often not protected to the same extent as the rights of straight and cisgender people.

    Among others, LGBT+ rights include: physical integrity rights, such as not being executed for their sexuality or gender and not being subjected to conversion therapies; social rights, such as changing their legal gender, being sexually intimate, marrying, and adopting children with people of the same sex; economic rights such as not being discriminated at work; and political rights, such as being able to advocate for themselves and their communities publicly.

    The protection of these rights allows LGBT+ people to live the lives they want and to thrive in them.

    On this page, you can find data and visualizations on how the protection of LGBT+ rights has changed over time, and how it differs across countries.

  3. Sexual orientation, UK

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Jan 29, 2025
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    Office for National Statistics (2025). Sexual orientation, UK [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/culturalidentity/sexuality/datasets/sexualidentityuk
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jan 29, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Sexual orientation in the UK by region, sex, age, legal partnership status, and ethnic group. These are official statistics in development.

  4. N

    Gay, GA Non-Hispanic Population Breakdown By Race Dataset: Non-Hispanic...

    • neilsberg.com
    csv, json
    Updated Feb 21, 2025
    + more versions
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    Neilsberg Research (2025). Gay, GA Non-Hispanic Population Breakdown By Race Dataset: Non-Hispanic Population Counts and Percentages for 7 Racial Categories as Identified by the US Census Bureau // 2025 Edition [Dataset]. https://www.neilsberg.com/research/datasets/99e0f3c8-ef82-11ef-9e71-3860777c1fe6/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Feb 21, 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
    Georgia, Gay
    Variables measured
    Non-Hispanic Asian Population, Non-Hispanic Black Population, Non-Hispanic White Population, Non-Hispanic Some other race Population, Non-Hispanic Two or more races Population, Non-Hispanic American Indian and Alaska Native Population, Non-Hispanic Native Hawaiian and Other Pacific Islander Population, Non-Hispanic Asian Population as Percent of Total Non-Hispanic Population, Non-Hispanic Black Population as Percent of Total Non-Hispanic Population, Non-Hispanic White Population as Percent of Total Non-Hispanic Population, and 4 more
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates. To measure the two variables, namely (a) Non-Hispanic population and (b) population as a percentage of the total Non-Hispanic population, we initially analyzed and categorized the data for each of the racial categories idetified by the US Census Bureau. It is ensured that the population estimates used in this dataset pertain exclusively to the identified racial categories, and are part of Non-Hispanic classification. 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

    The dataset tabulates the Non-Hispanic population of Gay by race. It includes the distribution of the Non-Hispanic population of Gay across various race categories as identified by the Census Bureau. The dataset can be utilized to understand the Non-Hispanic population distribution of Gay across relevant racial categories.

    Key observations

    Of the Non-Hispanic population in Gay, the largest racial group is White alone with a population of 75 (98.68% of the total Non-Hispanic population).

    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

    Racial categories include:

    • White
    • Black or African American
    • American Indian and Alaska Native
    • Asian
    • Native Hawaiian and Other Pacific Islander
    • Some other race
    • Two or more races (multiracial)

    Variables / Data Columns

    • Race: This column displays the racial categories (for Non-Hispanic) for the Gay
    • Population: The population of the racial category (for Non-Hispanic) in the Gay is shown in this column.
    • % of Total Population: This column displays the percentage distribution of each race as a proportion of Gay total Non-Hispanic population. Please note that the sum of all percentages may not equal one due to rounding of values.

    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/.

    Recommended for further research

    This dataset is a part of the main dataset for Gay Population by Race & Ethnicity. You can refer the same here

  5. Sexual Orientation Laws in the World

    • kaggle.com
    zip
    Updated Jun 14, 2021
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    Marília Prata (2021). Sexual Orientation Laws in the World [Dataset]. https://www.kaggle.com/datasets/mpwolke/cusersmarildownloadsomophobiacsv/discussion
    Explore at:
    zip(3220 bytes)Available download formats
    Dataset updated
    Jun 14, 2021
    Authors
    Marília Prata
    Area covered
    World
    Description

    Context

    Every year, along with the State-Sponsored Homophobia report, ILGA World publishes also maps of sexual orientation laws in the world.

    https://ilga.org/maps-sexual-orientation-laws

    Content

    A useful tool for LGB human rights defenders, these images expose the arbitrariness of persecutory laws, and starkly indicate the absence of positive law in most parts of the world.

    https://ilga.org/maps-sexual-orientation-laws

    Acknowledgements

    https://ilga.org/maps-sexual-orientation-laws

    Photo by Sharon McCutcheon on Unsplash

    Inspiration

    LGBTQIA community.

    "The negative attitudes and feelings toward homosexuality or people who are identified or perceived as being lesbian, gay, bisexual or transgender (LGBT). The prejudice, aversion, hatred or antipathy, may be based on irrational fear and ignorance, and is often related to religious beliefs against LGBTQIA community." https://en.wikipedia.org/wiki/Homophobia

  6. 🏳️‍🌈 LGBT+ Rights

    • kaggle.com
    zip
    Updated Sep 19, 2023
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    mexwell (2023). 🏳️‍🌈 LGBT+ Rights [Dataset]. https://www.kaggle.com/datasets/mexwell/lgbt-rights
    Explore at:
    zip(22650 bytes)Available download formats
    Dataset updated
    Sep 19, 2023
    Authors
    mexwell
    Description

    LGBT+ rights are human rights that all lesbian, gay, bisexual, transgender and other people outside traditional sexuality and gender categories have. But in practice, these rights are often not protected to the same extent as the rights of straight and cisgender people.

    Among others, LGBT+ rights include: physical integrity rights, such as not being executed for their sexuality or gender and not being subjected to conversion therapies; social rights, such as changing their legal gender, being sexually intimate, marrying, and adopting children with people of the same sex; economic rights such as not being discriminated at work; and political rights, such as being able to advocate for themselves and their communities publicly.

    The protection of these rights allows LGBT+ people to live the lives they want and to thrive in them.

    On this dataset, you can find data and visualizations on how the protection of LGBT+ rights has changed over time, and how it differs across countries.

    Original data

    Acknowlegement

    Foto von Jiroe (Matia Rengel) auf Unsplash

  7. LGBT+ rights have

    • kaggle.com
    zip
    Updated Jun 24, 2024
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    willian oliveira (2024). LGBT+ rights have [Dataset]. https://www.kaggle.com/datasets/willianoliveiragibin/lgbt-rights-have
    Explore at:
    zip(6317 bytes)Available download formats
    Dataset updated
    Jun 24, 2024
    Authors
    willian oliveira
    License

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

    Description

    this graph was created in OurDataWorld:

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F16731800%2Fccda5bb8f9acc9e6f9864683bd83d753%2Fgraph1.png?generation=1719268159058510&alt=media" alt=""> https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F16731800%2F26506d25b89afadbf57cfd5045840125%2Fgraph2.png?generation=1719268171813322&alt=media" alt=""> https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F16731800%2F050834e5086acbf32e29d64cbfc644ba%2Fgraph3.png?generation=1719268178466437&alt=media" alt="">

    How much progress has been made in protecting the rights of LGBT+ people?

    In this article, I show recent and long-term data on both the progress made and the setbacks faced.

    Today, same-sex relationships are legal in most countries, several dozen countries allow same-sex marriage and joint adoption, and at least a few countries legally recognize gender marker changes and third genders.

    Yet, at the same time, most countries don’t protect LGBT+ rights, and dozens have recently implemented more regressive policies, such as explicit bans on same-sex marriage.

    One of the core rights of LGBT+ people is to love whoever they love without fear of prosecution.

    Freely choosing one’s intimate partner has become more possible since the second half of the 20th century, when same-sex relationships became legally protected in many countries.

    Using data from researcher Jean-François Mignot, the chart shows that in the late 18th century, same-sex intimacy was legal in only around two dozen countries, including France, Japan, and the Russian Empire.

    While the Russian Empire made same-sex relationships illegal in 1832, several dozen countries, especially in Latin America, legalized them over the 19th and early 20th centuries.

    After setbacks in the 1930s, legalization returned in the 1960s, particularly in Western Europe. Progress accelerated in the 1990s, starting with Eastern Europe.

    By 2020, same-sex sexual acts were legal in 133 countries out of the 202 studied by Mignot.

    The trends are even more positive when we look at the number of people living in countries where same-sex relationships are legal, as they have become recognized in populous countries like China and India.

    You can look at the status of each country over time on our interactive map.

  8. Socioeconomic characteristics of the lesbian, gay and bisexual population,...

    • www150.statcan.gc.ca
    • open.canada.ca
    • +1more
    Updated Mar 26, 2021
    + more versions
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    Government of Canada, Statistics Canada (2021). Socioeconomic characteristics of the lesbian, gay and bisexual population, 2015-2018 [Dataset]. http://doi.org/10.25318/1310081701-eng
    Explore at:
    Dataset updated
    Mar 26, 2021
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    This table presents a socio-demographic and socio-economic statistical profile of the population aged 15 and older by sexual orientation, geographic region, sex and age group. The characteristics included are: marital status, presence of children under 12 in the household, education, employment, household income, Indigenous identity, belonging to a population group designated as a visible minority, language(s) spoken at home, and place of residence (urban/rural). These estimates are obtained from Canadian Community Health Survey, 2015 to 2018 pooled data.

  9. LGBTQ+ Rights in Europe

    • kaggle.com
    zip
    Updated Mar 8, 2024
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    Elio Mariano (2024). LGBTQ+ Rights in Europe [Dataset]. https://www.kaggle.com/datasets/maddalenamariano/rainbow-europe-lgbtq-rights
    Explore at:
    zip(35257 bytes)Available download formats
    Dataset updated
    Mar 8, 2024
    Authors
    Elio Mariano
    License

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

    Area covered
    Europe
    Description

    Context

    Rainbow Europe brings together both the legal index of LGBTI equality based on our Rainbow Europe Map and an overview of the social climate for LGBTI people in each country based on our Annual Review of the Human Rights Situation of Lesbian, Gay, Bisexual, Trans and Intersex People. Rainbow Europe ranks all 49 European countries on a scale between 0% (gross violations of human rights, discrimination) and 100% (respect of human rights, full equality). -From https://www.rainbow-europe.org/about

    Content

    This dataset contains all of the laws, policies and other deciding factors that Rainbow Europe uses to calculate their index, and whether they are applied in each country. It also contains the score contributions applied to calculate the index.

    Score

    Rainbow Europe weighs the conditions to get a 0-100% scale. The weights and criteria are on their "about page" linked above. The score percent field contains the weightings if the condition is applied, and 0 if it's not.

    Update Frequency

    I aim to update the dataset roughly at the end of each year and keep the previous versions to document the progress of LGBTQ+ rights in Europe.

    Quick Reminder

    Upvote if you like this dataset or find it useful!

  10. Survey dataset: Preferences in the area of nontypical roles-in-sex

    • zenodo.org
    bin, csv, txt
    Updated May 26, 2025
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    Jerzy Adam Kowalski; Jerzy Adam Kowalski (2025). Survey dataset: Preferences in the area of nontypical roles-in-sex [Dataset]. http://doi.org/10.5281/zenodo.15516529
    Explore at:
    csv, txt, binAvailable download formats
    Dataset updated
    May 26, 2025
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Jerzy Adam Kowalski; Jerzy Adam Kowalski
    License

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

    Time period covered
    2022
    Description

    This dataset accompanies the study Preferences in the Area of Nontypical Roles-in-Sex, conducted online via the FetSide platform in May–June 2022. The research explores the self-reported sexual role preferences among individuals, including autogynephilic ideation, with a focus on adult heterosexual males.

    The dataset includes:

    A fully coded matrix of survey responses (survey_answers.csv),

    A complete codebook with all variables and response categories (codebook.xlsx),

    A technical variable dictionary (variable_dictionary.csv),

    And a detailed README.txt file describing the structure and purpose of each component.

    The study was conducted anonymously. No personal data were collected, and all responses are fully de-identified.

  11. H

    Yes Gawd! How Faith Shapes LGBT Identity & Politics Data and Appendices

    • dataverse.harvard.edu
    Updated Sep 5, 2023
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    R.G. Cravens (2023). Yes Gawd! How Faith Shapes LGBT Identity & Politics Data and Appendices [Dataset]. http://doi.org/10.7910/DVN/M87Q1V
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 5, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    R.G. Cravens
    License

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

    Description

    SPSS Dataset and Codebook for survey of LGBT people conducted December 22, 2021 - January 17, 2022. The survey was approved by California Polytechnic State University IRB on November 14, 2021. IRB #2021-221-OL. Funding to conduct this survey was awarded through the California Polytechnic State University Research Scholarly and Creative Activities (RSCA) Grant Program administered by the Cal Poly division of Research, Economic Development & Graduate Education. The material contained in this collection include an anonymized dataset and codebook, a methodological appendix, statistical appendix, and supplemental online appendix for the book Yes Gawd! How Faith Shapes LGBT Identity and Politics (Temple University Press).

  12. Sexual Identity lesbian, gay and bisexual population by Occupation by...

    • ons.gov.uk
    • cy.ons.gov.uk
    xls
    Updated Oct 1, 2015
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    Office for National Statistics (2015). Sexual Identity lesbian, gay and bisexual population by Occupation by Country [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/culturalidentity/sexuality/datasets/sexualidentitylesbiangayandbisexualpopulationbyoccupationbycountry
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Oct 1, 2015
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Sexual identity estimates by occupation 2014. This is presented at a UK level, and broken down by England, Wales, Scotland and Northern Ireland.

  13. EU LGBT survey - European Union lesbian, gay, bisexual and transgender...

    • datasets.ai
    21
    Updated Jul 26, 2015
    + more versions
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    European Union Agency for Fundamental Rights (2015). EU LGBT survey - European Union lesbian, gay, bisexual and transgender survey [Dataset]. https://datasets.ai/datasets/survey-eu-lesbian-gay-bisexual-transgender
    Explore at:
    21Available download formats
    Dataset updated
    Jul 26, 2015
    Dataset provided by
    Fundamental Rights Agencyhttp://fra.europa.eu/
    Authors
    European Union Agency for Fundamental Rights
    Area covered
    Europe, European Union
    Description

    The survey asked lesbian, gay, bisexual and transgender (LGBT) people whether they had experienced discrimination, violence, verbal abuse or hate speech on the grounds of their sexual orientation or gender identity. The results reflect the experiences of more than 93,000 individuals who completed the online survey across Europe.

  14. Data from: Between emergency, submersion, and silence: LGBT as a research...

    • scielo.figshare.com
    jpeg
    Updated Jun 3, 2023
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    MAURÍCIO DONAVAN RODRIGUES PANIZA (2023). Between emergency, submersion, and silence: LGBT as a research category in Administration [Dataset]. http://doi.org/10.6084/m9.figshare.12171093.v1
    Explore at:
    jpegAvailable download formats
    Dataset updated
    Jun 3, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    MAURÍCIO DONAVAN RODRIGUES PANIZA
    License

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

    Description

    Abstract This article discusses the adoption of the abbreviation LGBT (lesbian, gay, bisexual, transvestite, and transsexual), questioning the representativeness of the groups contained in this acronym in Administration research. Some authors in Brazil state that, although there is the intention to construct a field of research on the subject, the agenda is mostly aimed at research on gay people (CARRIERI, SOUZA and AGUIAR, 2014). Therefore, the research question is: Is it possible to treat identity categories that are so different under the same prism? The article is grounded on (1) a historical version of the constitution of LGBT groups, showing how they are organized and fragmented in Brazil (FACCHINI, 2005); (2) a discussion on the adoption of the LGBT acronym as a universal category, based on the debate about contingent identities (BUTLER, 1998); (3) a literature review of Brazilian Administration using the SPELL database. A total of 34 articles approaching LGBT groups were found. Research on gays predominates while groups of lesbians, transvestites, and transsexuals are underrepresented. It is perceived that, although there are similarities from the point of view that all the identity categories are targets of discrimination and violence (which is justified because they are categories considered deviant), the articles mark the differences between them. It is in these differences that there are possibilities for Administration research to question the adoption of acronyms, such as LGBT, as a universally representative and unified concept.

  15. f

    Table_1_Sexual Orientation Identity Development Milestones Among Lesbian,...

    • frontiersin.figshare.com
    • figshare.com
    docx
    Updated Jun 9, 2023
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    William J. Hall; Hayden C. Dawes; Nina Plocek (2023). Table_1_Sexual Orientation Identity Development Milestones Among Lesbian, Gay, Bisexual, and Queer People: A Systematic Review and Meta-Analysis.DOCX [Dataset]. http://doi.org/10.3389/fpsyg.2021.753954.s001
    Explore at:
    docxAvailable download formats
    Dataset updated
    Jun 9, 2023
    Dataset provided by
    Frontiers
    Authors
    William J. Hall; Hayden C. Dawes; Nina Plocek
    License

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

    Description

    This paper is a systematic review and meta-analysis on sexual orientation identity development milestones among people who are lesbian, gay, bisexual, or another sexual minority identity (LGB+). Common milestones measured in the 30 studies reviewed were becoming aware of queer attractions, questioning one’s sexual orientation, self-identifying as LGB+, coming out to others, engaging in sexual activity, and initiating a romantic relationship. Milestones occurred in different sequences, although attraction was almost always first, often followed by self-identification and/or sexual activity; coming out and initiating a romantic relationship often followed these milestones. Meta-analysis results showed that the mean effect sizes and 95% confidence intervals varied by milestone: attraction [Mage=12.7 (10.1, 15.3)], questioning one’s orientation [Mage=13.2 [12.8, 13.6]), self-identifying [Mage=17.8 (11.6, 24.0)], sexual activity [Mage=18.1 (17.6, 18.6)], coming out [Mage=19.6 (17.2, 22.0)], and romantic relationship [Mage=20.9 (13.2, 28.6)]. Nonetheless, results also showed substantial heterogeneity in the mean effect sizes. Additional meta-analyses showed that milestone timing varied by sex, sexual orientation, race/ethnicity, and birth cohort. Although patterns were found in LGB+ identity development, there was considerable diversity in milestone trajectories.

  16. Homosexuality in Finland in the 1940s and the 1960s: Partial Data, Gathered...

    • services.fsd.tuni.fi
    zip
    Updated Jan 9, 2025
    + more versions
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    Juvonen, Tuula (2025). Homosexuality in Finland in the 1940s and the 1960s: Partial Data, Gathered 1994-1998 [Dataset]. http://doi.org/10.60686/t-fsd2308
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jan 9, 2025
    Dataset provided by
    Yhteiskuntatieteellinen tietoarkisto
    Authors
    Juvonen, Tuula
    Area covered
    Suomi
    Description

    The study charted the perceptions and beliefs about same-sex relationships in Finland after the wars. The data were collected between 1994 and 1998, and this partial dataset consists of 11 interviews, conducted mainly in Tampere. The total length of the partial data is 223 pages. Only one of the respondents had been in a same-sex relationship; the others were outside observers. The respondents were born in the 1910-1950s. The interviews explore the status and living conditions of sexual minorities in Finland in the 1940-1960s. he questions charted topics such as meeting places of gays and lesbians, general attitudes towards sexuality, attitudes towards famous gays and lesbians, and whether there were any chances for members of sexual minorities to build a relationship. Further questions probed the respondents' views on living in Tampere, homosexuality in the media, and criminalised homosexuality. The 660-page full dataset (FSD2291) is also available for research purposes. The dataset is only available in Finnish.

  17. N

    Gay, GA annual income distribution by work experience and gender dataset:...

    • neilsberg.com
    csv, json
    Updated Feb 27, 2025
    + more versions
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    Neilsberg Research (2025). Gay, GA annual income distribution by work experience and gender dataset: Number of individuals ages 15+ with income, 2023 // 2025 Edition [Dataset]. https://www.neilsberg.com/research/datasets/baa77e74-f4ce-11ef-8577-3860777c1fe6/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Feb 27, 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
    Georgia, Gay
    Variables measured
    Income for Male Population, Income for Female Population, Income for Male Population working full time, Income for Male Population working part time, Income for Female Population working full time, Income for Female Population working part time, Number of males working full time for a given income bracket, Number of males working part time for a given income bracket, Number of females working full time for a given income bracket, Number of females working part time for a given income bracket
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. To portray the number of individuals for both the genders (Male and Female), within each income bracket we conducted an initial analysis and categorization of the American Community Survey data. Households are categorized, and median incomes are reported based on the self-identified gender of the head of the household. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Gay. The dataset can be utilized to gain insights into gender-based income distribution within the Gay population, aiding in data analysis and decision-making..

    Key observations

    • Employment patterns: Within Gay, among individuals aged 15 years and older with income, there were 51 men and 43 women in the workforce. Among them, 41 men were engaged in full-time, year-round employment, while 17 women were in full-time, year-round roles.
    • Annual income under $24,999: Of the male population working full-time, 17.07% fell within the income range of under $24,999, while 5.88% of the female population working full-time was represented in the same income bracket.
    • Annual income above $100,000: 12.20% of men in full-time roles earned incomes exceeding $100,000, while none of women in full-time positions earned within this income bracket.
    • Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)
    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

    Income brackets:

    • $1 to $2,499 or loss
    • $2,500 to $4,999
    • $5,000 to $7,499
    • $7,500 to $9,999
    • $10,000 to $12,499
    • $12,500 to $14,999
    • $15,000 to $17,499
    • $17,500 to $19,999
    • $20,000 to $22,499
    • $22,500 to $24,999
    • $25,000 to $29,999
    • $30,000 to $34,999
    • $35,000 to $39,999
    • $40,000 to $44,999
    • $45,000 to $49,999
    • $50,000 to $54,999
    • $55,000 to $64,999
    • $65,000 to $74,999
    • $75,000 to $99,999
    • $100,000 or more

    Variables / Data Columns

    • Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
    • Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
    • Part-Time Males: The count of males employed part-time and earning within a specified income bracket
    • Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
    • Part-Time Females: The count of females employed part-time and earning within a specified income bracket

    Employment type classifications include:

    • Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
    • Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

    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/.

    Recommended for further research

    This dataset is a part of the main dataset for Gay median household income by race. You can refer the same here

  18. N

    Gay, GA annual median income by work experience and sex dataset: Aged 15+,...

    • neilsberg.com
    csv, json
    Updated Feb 27, 2025
    + more versions
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    Neilsberg Research (2025). Gay, GA annual median income by work experience and sex dataset: Aged 15+, 2010-2023 (in 2023 inflation-adjusted dollars) // 2025 Edition [Dataset]. https://www.neilsberg.com/research/datasets/a5170dc4-f4ce-11ef-8577-3860777c1fe6/
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Feb 27, 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
    Georgia, Gay
    Variables measured
    Income for Male Population, Income for Female Population, Income for Male Population working full time, Income for Male Population working part time, Income for Female Population working full time, Income for Female Population working part time
    Measurement technique
    The data presented in this dataset is derived from the U.S. Census Bureau American Community Survey (ACS) 5-Year Estimates. The dataset covers the years 2010 to 2023, representing 14 years of data. To analyze income differences between genders (male and female), we conducted an initial data analysis and categorization. Subsequently, we adjusted these figures for inflation using the Consumer Price Index retroactive series (R-CPI-U-RS) based on current methodologies. For additional information about these estimations, please contact us via email at research@neilsberg.com
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset presents median income data over a decade or more for males and females categorized by Total, Full-Time Year-Round (FT), and Part-Time (PT) employment in Gay. It showcases annual income, providing insights into gender-specific income distributions and the disparities between full-time and part-time work. The dataset can be utilized to gain insights into gender-based pay disparity trends and explore the variations in income for male and female individuals.

    Key observations: Insights from 2023

    Based on our analysis ACS 2019-2023 5-Year Estimates, we present the following observations: - All workers, aged 15 years and older: In Gay, the median income for all workers aged 15 years and older, regardless of work hours, was $38,558 for males and $33,750 for females.

    Based on these incomes, we observe a gender gap percentage of approximately 12%, indicating a significant disparity between the median incomes of males and females in Gay. Women, regardless of work hours, still earn 88 cents to each dollar earned by men, highlighting an ongoing gender-based wage gap.

    - Full-time workers, aged 15 years and older: In Gay, among full-time, year-round workers aged 15 years and older, males earned a median income of $39,327, while females earned $52,813

    Surprisingly, within the subset of full-time workers, women earn a higher income than men, earning 1.34 dollars for every dollar earned by men. This suggests that within full-time roles, womens median incomes significantly surpass mens, contrary to broader workforce trends.

    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. All incomes have been adjusting for inflation and are presented in 2023-inflation-adjusted dollars.

    Gender classifications include:

    • Male
    • Female

    Employment type classifications include:

    • Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
    • Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

    Variables / Data Columns

    • Year: This column presents the data year. Expected values are 2010 to 2023
    • Male Total Income: Annual median income, for males regardless of work hours
    • Male FT Income: Annual median income, for males working full time, year-round
    • Male PT Income: Annual median income, for males working part time
    • Female Total Income: Annual median income, for females regardless of work hours
    • Female FT Income: Annual median income, for females working full time, year-round
    • Female PT Income: Annual median income, for females working part time

    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/.

    Recommended for further research

    This dataset is a part of the main dataset for Gay median household income by race. You can refer the same here

  19. EU LGBTI II survey - Experiences and views of lesbian, gay, bisexual,...

    • data.europa.eu
    + more versions
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    European Union Agency for Fundamental Rights, EU LGBTI II survey - Experiences and views of lesbian, gay, bisexual, transgender and intersex (LGBTI) individuals [Dataset]. https://data.europa.eu/euodp/it/data/dataset/eu-lgbti-ii-survey-experiences-and-views-of-lesbian-gay-bisexual-transgender-and-intersex-lgbti-individuals
    Explore at:
    Dataset provided by
    Fundamental Rights Agencyhttp://fra.europa.eu/
    Authors
    European Union Agency for Fundamental Rights
    License

    http://data.europa.eu/eli/dec/2011/833/ojhttp://data.europa.eu/eli/dec/2011/833/oj

    Description

    The EU LGBTI II survey is a large-scale web-administered survey of the experiences and views of lesbian, gay, bisexual, transgender and intersex (LGBTI) individuals, using an anonymous online questionnaire. The survey was conducted between 27 May and 22 July 2019 via the platform www.lgbtisurvey.eu and collected valid responses from 139 799 participants from the European Union (EU) Member States, North Macedonia and Serbia. The survey provides comparative evidence on how LGBTI people in the EU experience discrimination, violence and harassment in various areas of life, including employment, education, healthcare, housing and other services.

  20. EU LGBT Survey

    • kaggle.com
    zip
    Updated Jul 19, 2019
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    def me(x) (2019). EU LGBT Survey [Dataset]. https://www.kaggle.com/ruslankl/european-union-lgbt-survey-2012
    Explore at:
    zip(624951 bytes)Available download formats
    Dataset updated
    Jul 19, 2019
    Authors
    def me(x)
    License

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

    Area covered
    European Union
    Description

    Context

    FRA (Fundamental Rights Agency) conducted an online survey to identify how lesbian, gay, bisexual and transgender (LGBT) people living in the European Union and Croatia experience the fulfilment of their fundamental rights. The evidence produced by the survey will support the development of more effective laws and policies to fight discrimination, violence and harassment, improving equal treatment across society. The need for such an EU-wide survey became evident after the publication in 2009 of the first FRA report on homophobia and discrimination on grounds of sexual orientation or gender identity, which highlighted the absence of comparable data. The European Commission then requested FRA to collect comparable data across the EU on this issue. FRA organised the data collection in the form of an online survey covering all EU Member States and Croatia. The respondents were persons aged 18 years and over, who identify themselves as lesbian, gay, bisexual or transgender, anonymously. The survey was made available online, from April to July 2012, in all 23 official EU languages (except Irish) plus Catalan, Croatian, Luxembourgish, Russian and Turkish. In total, 93,079 LGBT persons completed the survey. FRA’s inhouse experts designed the survey which was implemented by Gallup, one of the market leaders in large-scale surveys. In addition, civil society organisations including ILGA-Europe (European Region of the International Lesbian, Gay, Bisexual, Trans and Intersex Association) and Transgender Europe (TGEU) provided advice on how to best approach LGBT people.

    More about methodology of the survey can be found in EU LGBT survey Technical report. Methodology, online survey, questionnaire and sample.

    Content

    Data set consist of 5 .csv files that represent 5 blocks of questions: Daily Life, Discrimination, Violence and Harassment, Rights Awareness, Transgender Specific Questions.

    The schema of all the tables is identical:

    • CountryCode - name of the country
    • subset - Lesbian, Gay, Bisexual women, Bisexual men or Transgender (for Transgender Specific Questions table the value is only Transgender)
    • question_code - unique code ID for the question
    • question_label - full question text
    • answer - answer given
    • percentage
    • notes - [0]: small sample size; [1]: NA due to small sample size; [2]: missing value

    Acknowledgements

    Main results performed by FRA

    Inspiration

    Various of questions can be asked: do LGBT people feel safe in countries they live in? Do LGBT people where to go if someone discriminate their rights? Is there work/in-house harassment in against LGBT people?

    Banner photo by Sharon McCutcheon from Pexels

Share
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Email
Click to copy link
Link copied
Close
Cite
Neilsberg Research (2024). Gay, GA Annual Population and Growth Analysis Dataset: A Comprehensive Overview of Population Changes and Yearly Growth Rates in Gay from 2000 to 2023 // 2024 Edition [Dataset]. https://www.neilsberg.com/insights/gay-ga-population-by-year/

Gay, GA Annual Population and Growth Analysis Dataset: A Comprehensive Overview of Population Changes and Yearly Growth Rates in Gay from 2000 to 2023 // 2024 Edition

Explore at:
json, csvAvailable download formats
Dataset updated
Jul 30, 2024
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
Georgia, Gay
Variables measured
Annual Population Growth Rate, Population Between 2000 and 2023, Annual Population Growth Rate Percent
Measurement technique
The data presented in this dataset is derived from the 20 years data of U.S. Census Bureau Population Estimates Program (PEP) 2000 - 2023. To measure the variables, namely (a) population and (b) population change in ( absolute and as a percentage ), we initially analyzed and tabulated the data for each of the years between 2000 and 2023. 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

The dataset tabulates the Gay population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Gay across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Gay was 116, a 4.13% decrease year-by-year from 2022. Previously, in 2022, Gay population was 121, an increase of 5.22% compared to a population of 115 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Gay decreased by 37. In this period, the peak population was 153 in the year 2000. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

  • From 2000 to 2023

Variables / Data Columns

  • Year: This column displays the data year (Measured annually and for years 2000 to 2023)
  • Population: The population for the specific year for the Gay is shown in this column.
  • Year on Year Change: This column displays the change in Gay population for each year compared to the previous year.
  • Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

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/.

Recommended for further research

This dataset is a part of the main dataset for Gay Population by Year. You can refer the same here

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