100+ datasets found
  1. General Social Survey (GSS)

    • kaggle.com
    zip
    Updated May 2, 2024
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    Mustafa Adel Ibrahim (2024). General Social Survey (GSS) [Dataset]. https://www.kaggle.com/datasets/mustafaadelibrahim/general-social-survey-gss
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    zip(31242183 bytes)Available download formats
    Dataset updated
    May 2, 2024
    Authors
    Mustafa Adel Ibrahim
    License

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

    Description

    INTRODUCTION. GSS has run annually since 1972; it surveys a representative sample of the adult population in the American society; It is widely used by politicians, policy makers, and researchers. in order to monitor and explain trends and constants in attitudes, behaviors, and attributes. and asks questions about standard core of demographics, beliefs about social and political issues, behavioral, and attitudinal questions, plus topics of special interest. Among the topics covered are civil liberties, crime and violence, intergroup tolerance, morality, national spending priorities, psychological well-being, social ‎mobility, and stress and traumatic events. Altogether the GSS is the single best source for sociological and attitudinal trend data covering the United States. It allows researchers to examine the structure and functioning of society in general as well as the role played by relevant subgroups and to compare the United States to other nations. Source http://gss.norc.org/About-The-GSS About the Data The survey is conducted face-to-face with an in-person interview by National Opinion ‎Research Center (NORC) at the University of Chicago. However, participation in the study is strictly voluntary. Therefore, study based on the GSS sample data is: • generalizable to the target population if we ignore the non-response bias; • definitely not causal, because the study does not employ random assignments and is only observational.

    Research Question As for the research question, I'm interested in exploring the relationship between people's job preference and their education status, using latest data. More specifically, are people's preference in a job (like job security, high income, short working hours etc.) associated with their highest degree received? Motivation: Aside from sleeping, working is the activity that takes away the most of our lifetime hours and has a huge impact on people's well-being and happiness. I would be really interested in the factors that determines peoples' attitude toward job.

    Reading the data. The data we’ll use is from the General Social Survey (GSS). Using the GSS Data Explorer, I selected a subset of the variables in the GSS and made it available along with this notebook. The survey contains more that 5000 of variables with data on a wide range of subjects, I have selected just a few.

  2. General Social Survey, 2018 - Instructional Dataset

    • thearda.com
    Updated 2018
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    Tom W. Smith (2018). General Social Survey, 2018 - Instructional Dataset [Dataset]. http://doi.org/10.17605/OSF.IO/7FVZG
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    Dataset updated
    2018
    Dataset provided by
    Association of Religion Data Archives
    Authors
    Tom W. Smith
    Dataset funded by
    National Science Foundation
    Description

    This file contains all of the cases and variables that are in the original 2018 General Social Survey, but is prepared for easier use in the classroom. Changes have been made in two areas. First, to avoid confusion when constructing tables or interpreting basic analysis, all missing data codes have been set to system missing. Second, many of the continuous variables have been categorized into fewer categories, and added as additional variables to the file. The General Social Surveys (GSS) have been conducted by the National Opinion Research Center (NORC) annually since 1972, except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS are designed to be part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the ARDA's Syntax Repository.

    The 2018 General Social Survey - Instructional Dataset has been updated as of June 2024. This release includes additional interview-specific variables and survey weights.

  3. General Social Survey, 2022

    • thearda.com
    Updated Dec 20, 2022
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    The Association of Religion Data Archives (2022). General Social Survey, 2022 [Dataset]. http://doi.org/10.17605/OSF.IO/DMKAF
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    Dataset updated
    Dec 20, 2022
    Dataset provided by
    Association of Religion Data Archives
    Dataset funded by
    National Science Foundation
    Description

    The General Social Surveys (GSS) have been conducted by the National Opinion Research Center (NORC) annually since 1972, except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS are designed to be part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. This data file has all cases and variables asked on the 2022 GSS.

    The 2022 cross-sectional General Social Survey has been updated to Release Version 3a as of May 2024. This Release includes the addition of an oversample of minorities (based on the AmeriSpeak® Panel), household composition and respondent selection data, and post-stratified weights for all years of the GSS.

    To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the "/research/syntax-repository-list" Target="_blank">ARDA's Syntax Repository.

  4. GSS DATA

    • kaggle.com
    Updated Mar 27, 2024
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    Francesca Phanius (2024). GSS DATA [Dataset]. https://www.kaggle.com/datasets/francescaphanius/gss-data
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 27, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Francesca Phanius
    Description

    Dataset

    This dataset was created by Francesca Phanius

    Contents

  5. General Social Survey, 2008

    • icpsr.umich.edu
    • datamed.org
    Updated Jun 30, 2016
    + more versions
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    National Opinion Research Center (2016). General Social Survey, 2008 [Dataset]. http://doi.org/10.3886/ICPSR35330.v3
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    Dataset updated
    Jun 30, 2016
    Dataset provided by
    Inter-university Consortium for Political and Social Researchhttps://www.icpsr.umich.edu/web/pages/
    Authors
    National Opinion Research Center
    License

    https://www.icpsr.umich.edu/web/ICPSR/studies/35330/termshttps://www.icpsr.umich.edu/web/ICPSR/studies/35330/terms

    Time period covered
    2008
    Area covered
    United States
    Description

    The General Social Survey (GSS) conducts basic scientific research on the structure and development of American society with a data-collection program designed to both monitor societal change within the United States and to compare the United States to other nations. Begun in 1972, the GSS contains a standard 'core' of demographic, behavioral, and attitudinal questions, plus topics of special interest. Many of the core questions have remained unchanged since 1972 to facilitate time-trend studies as well as replication of earlier findings.

  6. The General Social Survey (GSS)

    • kaggle.com
    zip
    Updated Nov 9, 2017
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    NORC.org (2017). The General Social Survey (GSS) [Dataset]. https://www.kaggle.com/norc/general-social-survey
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    zip(157665940 bytes)Available download formats
    Dataset updated
    Nov 9, 2017
    Authors
    NORC.org
    License

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

    Description

    ​​The GSS gathers data on contemporary American society in order to monitor and explain trends and constants in attitudes, behaviors, and attributes. Hundreds of trends have been tracked since 1972. In addition, since the GSS adopted questions from earlier surveys, trends can be followed for up to 70 years.

    The GSS contains a standard core of demographic, behavioral, and attitudinal questions, plus topics of special interest. Among the topics covered are civil liberties, crime and violence, intergroup tolerance, morality, national spending priorities, psychological well-being, social mobility, and stress and traumatic events.

    Altogether the GSS is the single best source for sociological and attitudinal trend data covering the United States. It allows researchers to examine the structure and functioning of society in general as well as the role played by relevant subgroups and to compare the United States to other nations. (Source)

    This dataset is a csv version of the Cumulative Data File, a cross-sectional sample of the GSS from 1972-current.

  7. General social survey (GSS), population 15 years and over, by union...

    • open.canada.ca
    • data.wu.ac.at
    csv, html, xml
    Updated Jan 17, 2023
    + more versions
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    Statistics Canada (2023). General social survey (GSS), population 15 years and over, by union frequency and age group [Dataset]. https://open.canada.ca/data/en/dataset/ba496d14-1c52-4c97-9721-30524d51d623
    Explore at:
    xml, csv, htmlAvailable download formats
    Dataset updated
    Jan 17, 2023
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    General social survey (GSS), population 15 years and over, by union frequency and age group.

  8. d

    Data from: The Crime Scene: Justice Data and the Case of Multiple Files in...

    • dataone.org
    Updated Dec 28, 2023
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    Chuck Humphrey (2023). The Crime Scene: Justice Data and the Case of Multiple Files in GSS 18 [Dataset]. http://doi.org/10.5683/SP3/P8TSNV
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    Dataset updated
    Dec 28, 2023
    Dataset provided by
    Borealis
    Authors
    Chuck Humphrey
    Description

    We have all agreed that it is important for us to know how data are used and to increase our confidence with data documentation, statistical packages, and different (complex) data products. The vote this year? General Social Survey (GSS) data with multiple files!

  9. General Social Survey, 1972-2016 [Cumulative File]

    • icpsr.umich.edu
    ascii, delimited, r +3
    Updated Nov 14, 2017
    + more versions
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    Smith, Tom W.; Hout, Michael; Marsden, Peter V. (2017). General Social Survey, 1972-2016 [Cumulative File] [Dataset]. http://doi.org/10.3886/ICPSR36797.v1
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    delimited, spss, sas, ascii, r, stataAvailable download formats
    Dataset updated
    Nov 14, 2017
    Dataset provided by
    Inter-university Consortium for Political and Social Researchhttps://www.icpsr.umich.edu/web/pages/
    Authors
    Smith, Tom W.; Hout, Michael; Marsden, Peter V.
    License

    https://www.icpsr.umich.edu/web/ICPSR/studies/36797/termshttps://www.icpsr.umich.edu/web/ICPSR/studies/36797/terms

    Time period covered
    1972 - 2016
    Area covered
    United States
    Description

    Since 1972, the General Social Survey (GSS) has been monitoring societal change and studying the growing complexity of American society. The GSS aims to gather data on contemporary American society in order to monitor and explain trends and constants in attitudes, behaviors, and attributes; to examine the structure and functioning of society in general as well as the role played by relevant subgroups; to compare the United States to other societies in order to place American society in comparative perspective and develop cross-national models of human society; and to make high-quality data easily accessible to scholars, students, policy makers, and others, with minimal cost and waiting. GSS questions include such items as national spending priorities, marijuana use, crime and punishment, race relations, quality of life, and confidence in institutions. Since 1988, the GSS has also collected data on sexual behavior including number of sex partners, frequency of intercourse, extramarital relationships, and sex with prostitutes. In 1985 the GSS co-founded the International Social Survey Program (ISSP). The ISSP has conducted an annual cross-national survey each year since then and has involved 58 countries and interviewed over one million respondents. The ISSP asks an identical battery of questions in all countries; the U.S. version of these questions is incorporated into the GSS. The 2016 GSS added in new variables covering information regarding social media use, suicide, hope and optimism, arts and culture, racial/ethnic identity, flexibility of work, spouses work and occupation, home cohabitation, and health.

  10. General Social Survey 2008 Cross-Section and Panel Combined

    • thearda.com
    Updated 2008
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    The Association of Religion Data Archives (2008). General Social Survey 2008 Cross-Section and Panel Combined [Dataset]. http://doi.org/10.17605/OSF.IO/KJQ78
    Explore at:
    Dataset updated
    2008
    Dataset provided by
    Association of Religion Data Archives
    Dataset funded by
    National Science Foundation
    Description

    The General Social Surveys (GSS) have been conducted by the "https://www.norc.org/Pages/default.aspx" Target="_blank">National Opinion Research Center (NORC) annually since 1972, except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS are designed to be part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. The 2008 GSS featured special modules on attitudes toward science and technology, self-employment, terrorism preparation, global economics, sports and leisure, social inequality, sexual behaviors and religion. Items on religion covered denominational affiliation, church attendance, religious upbringing, personal beliefs, and religious experiences.

    The GSS is in transition from a replicating cross-sectional design to a design that uses rotating panels. In 2008 there were two components: a new 2008 cross-section with 2,023 cases and the first re-interviews (panel) with 1,536 respondents from the 2006 GSS. The 2,023 cases in the cross-section have been previously released as a part of the 1972-2008 cumulative data. This new release includes those 1,536 re-interviewed panel cases along with the 2,023 cases. Please note that this is not a cumulative file - those cases and variables not surveyed in 2008 are excluded. Also note that, although those 1,536 cases were from the 2006 sample, this release does not include their responses in 2006. We plan to release a data file with the previous responses in the future. This release introduces new variables that were asked only of the panel cases of the 2008 GSS. The majority of variables introduced are related to the 2007 International Social Survey Program (ISSP) module on leisure time and sports.

    To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the "/research/syntax-repository-list" Target="_blank">ARDA's Syntax Repository.

  11. B

    General Social Survey, 2020 [Canada]: Cycle 35, Social Identity

    • borealisdata.ca
    • search.dataone.org
    Updated Oct 13, 2023
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    Social and Aboriginal Statistics Division (2023). General Social Survey, 2020 [Canada]: Cycle 35, Social Identity [Dataset]. http://doi.org/10.5683/SP3/1LFX0F
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 13, 2023
    Dataset provided by
    Borealis
    Authors
    Social and Aboriginal Statistics Division
    License

    https://borealisdata.ca/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.5683/SP3/1LFX0Fhttps://borealisdata.ca/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.5683/SP3/1LFX0F

    Area covered
    Canada
    Description

    The 2020 GSS on Social Identity interviewed individuals 15 years and over in Canada's ten provinces and was conducted from August 2020 to February 2021. The interviews were conducted via self-assisted electronic questionnaire (respondent EQ, or rEQ) and by telephone via interviewer-assisted electronic questionnaire (interviewer EQ, or iEQ, formerly known as Computer Assisted Telephone Interviewing (CATI)). Data are subject to both sampling and non-sampling errors. These topics are discussed in detail in this guide. The 2020 SI survey is the fourth cycle of the GSS to collect data on social identity, social engagement, and social networks. The previous iteration of the survey (Cycle 27 - Social Identity) was collected in 2013, the second was Cycle 22 - Social Networks in 2008, and the first was Cycle 17 - Social Engagement in 2003.

  12. t

    General Social Survey, 2006

    • thearda.com
    Updated 2006
    + more versions
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    The Association of Religion Data Archives (2006). General Social Survey, 2006 [Dataset]. http://doi.org/10.17605/OSF.IO/BV3X4
    Explore at:
    Dataset updated
    2006
    Dataset provided by
    The Association of Religion Data Archives
    Dataset funded by
    National Science Foundation
    Description

    The General Social Surveys (GSS) have been conducted by the "https://www.norc.org/Pages/default.aspx" Target="_blank">National Opinion Research Center (NORC) annually since 1972 except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS is designed as part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. The 2006 GSS features special modules on mental health and social networks. Items on religion cover denominational affiliation, church attendance, religious upbringing, personal beliefs, and religious experiences.

    To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the "/research/syntax-repository-list" Target="_blank">ARDA's Syntax Repository.

  13. c

    Data from: General Social Survey, 2004

    • archive.ciser.cornell.edu
    Updated Jan 3, 2020
    + more versions
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    James Davis; Peter Marsden; Tom Smith (2020). General Social Survey, 2004 [Dataset]. http://doi.org/10.6077/sr54-4703
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    Dataset updated
    Jan 3, 2020
    Authors
    James Davis; Peter Marsden; Tom Smith
    Variables measured
    Individual
    Description

    The National Data Program for the Social Sciences (General Social Survey) is both a data diffusion project and a program of social indicator research. Its data collection instrument, the General Social Survey (GSS), was fielded for the 29th time in 2012. Previously an annual survey, the GSS became biennial in 1994. The questionnaire contains a standard core of demographic and attitudinal variables, plus certain topics of special interest selected for rotation (called "topical modules"). Items that appeared on national surveys between 1973 and 1975 are replicated. The exact wording of these questions is retained to facilitate time trend studies as well as replications of earlier findings.

    Please Note: This dataset is part of the historical CISER Data Archive Collection and is also available at the Roper Center for Public Opinion Research at https://doi.org/10.25940/ROPER-31095122. We highly recommend using the Roper Center version as they may make this dataset available in multiple data formats in the future.

  14. General social survey (GSS), living arrangements of grandparents aged 45...

    • www150.statcan.gc.ca
    Updated Jan 18, 2007
    + more versions
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    Government of Canada, Statistics Canada (2007). General social survey (GSS), living arrangements of grandparents aged 45 years and over, by sex and age group (x 1,000) [Dataset]. http://doi.org/10.25318/3910000601-eng
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    Dataset updated
    Jan 18, 2007
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    General social survey (GSS), living arrangements of grandparents aged 45 years and over, by sex and age group.

  15. General Social Survey, 2021

    • thearda.com
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    The Association of Religion Data Archives, General Social Survey, 2021 [Dataset]. http://doi.org/10.17605/OSF.IO/YGTZD
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    Dataset provided by
    Association of Religion Data Archives
    Dataset funded by
    National Science Foundation
    Description

    The General Social Surveys (GSS) have been conducted by the National Opinion Research Center (NORC) annually since 1972, except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS are designed to be part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. This data file has all cases and variables asked on the 2021 GSS.

    The 2021 cross-sectional General Social Survey has been updated to Release Version 3 as of July 2023. This Release includes the addition of respondent spouse/partner religious identities, socioeconomic statuses, and work information (including Occupation and Industry coding), and additional information about respondents' religious background.

    To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the "/research/syntax-repository-list" Target="_blank">ARDA's Syntax Repository.

  16. General social survey (GSS), family structure, by region, inactive

    • www150.statcan.gc.ca
    • open.canada.ca
    • +1more
    Updated Jan 29, 2004
    + more versions
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    Government of Canada, Statistics Canada (2004). General social survey (GSS), family structure, by region, inactive [Dataset]. http://doi.org/10.25318/3910000401-eng
    Explore at:
    Dataset updated
    Jan 29, 2004
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    General social survey (GSS), family structure, by region.

  17. B

    Chinese general social survey, 2003

    • borealisdata.ca
    • dataone.org
    Updated Sep 16, 2024
    + more versions
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    Hong Kong University of Science and Technology. Survey Research Center (2024). Chinese general social survey, 2003 [Dataset]. http://doi.org/10.5683/SP3/IP5MPK
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 16, 2024
    Dataset provided by
    Borealis
    Authors
    Hong Kong University of Science and Technology. Survey Research Center
    License

    https://borealisdata.ca/api/datasets/:persistentId/versions/1.2/customlicense?persistentId=doi:10.5683/SP3/IP5MPKhttps://borealisdata.ca/api/datasets/:persistentId/versions/1.2/customlicense?persistentId=doi:10.5683/SP3/IP5MPK

    Area covered
    China
    Description

    The China GSS is an annual or biannual questionnaire survey of China's urban and rural households aiming to monitor systematically the changing relationship between social structure and quality of life in urban and rural China. The objectives of the China GSS are: (1) to gather longitudinal data on social trends; (2) to address issues of theoretical and practical significance; and (3) to serve as a global resource for the international scholarly community. Includes: labour force activity, demographic variables, household size and composition, ethnicity of R and parents, mobility, dwelling, income, expenditures and facilities, education, military service, etc. 1 data file (1,000 logical records) & accompanying documentation (5 pdf files) in both English and Chinese characters.

  18. u

    General social survey (GSS), population 15 years and over, by union...

    • data.urbandatacentre.ca
    Updated Oct 19, 2025
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    (2025). General social survey (GSS), population 15 years and over, by union frequency and age group - Catalogue - Canadian Urban Data Catalogue (CUDC) [Dataset]. https://data.urbandatacentre.ca/dataset/gov-canada-ba496d14-1c52-4c97-9721-30524d51d623
    Explore at:
    Dataset updated
    Oct 19, 2025
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Area covered
    Canada
    Description

    General social survey (GSS), population 15 years and over, by union frequency and age group.

  19. General Social Survey, 2016

    • thearda.com
    Updated 2016
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    Tom W. Smith (2016). General Social Survey, 2016 [Dataset]. http://doi.org/10.17605/OSF.IO/5XMAK
    Explore at:
    Dataset updated
    2016
    Dataset provided by
    Association of Religion Data Archives
    Authors
    Tom W. Smith
    Dataset funded by
    National Science Foundation
    Description

    The General Social Surveys (GSS) have been conducted by the National Opinion Research Center (NORC) annually since 1972, except for the years 1979, 1981, and 1992 (a supplement was added in 1992), and biennially beginning in 1994. The GSS are designed to be part of a program of social indicator research, replicating questionnaire items and wording in order to facilitate time-trend studies. This data file has all cases and variables asked on the 2016 GSS.

    The 2016 cross-sectional General Social Survey has been updated as of October 2024. This release includes additional interview-specific variables and respondent demographic information. Please check the "https://gss.norc.org/" Target="_blank">NORC website for any future updates on this file.

    To download syntax files for the GSS that reproduce well-known religious group recodes, including RELTRAD, please visit the "/research/syntax-repository-list" Target="_blank">ARDA's Syntax Repository.

  20. u

    General social survey (GSS), family structure, by region, inactive -...

    • data.urbandatacentre.ca
    Updated Oct 19, 2025
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    (2025). General social survey (GSS), family structure, by region, inactive - Catalogue - Canadian Urban Data Catalogue (CUDC) [Dataset]. https://data.urbandatacentre.ca/dataset/gov-canada-85eb895e-6c61-48e4-ad8e-40b9570f8377
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    Dataset updated
    Oct 19, 2025
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Area covered
    Canada
    Description

    General social survey (GSS), family structure, by region.

Share
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Mustafa Adel Ibrahim (2024). General Social Survey (GSS) [Dataset]. https://www.kaggle.com/datasets/mustafaadelibrahim/general-social-survey-gss
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General Social Survey (GSS)

Monitor trends and constants in attitudes, behaviors, and attributes

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zip(31242183 bytes)Available download formats
Dataset updated
May 2, 2024
Authors
Mustafa Adel Ibrahim
License

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

Description

INTRODUCTION. GSS has run annually since 1972; it surveys a representative sample of the adult population in the American society; It is widely used by politicians, policy makers, and researchers. in order to monitor and explain trends and constants in attitudes, behaviors, and attributes. and asks questions about standard core of demographics, beliefs about social and political issues, behavioral, and attitudinal questions, plus topics of special interest. Among the topics covered are civil liberties, crime and violence, intergroup tolerance, morality, national spending priorities, psychological well-being, social ‎mobility, and stress and traumatic events. Altogether the GSS is the single best source for sociological and attitudinal trend data covering the United States. It allows researchers to examine the structure and functioning of society in general as well as the role played by relevant subgroups and to compare the United States to other nations. Source http://gss.norc.org/About-The-GSS About the Data The survey is conducted face-to-face with an in-person interview by National Opinion ‎Research Center (NORC) at the University of Chicago. However, participation in the study is strictly voluntary. Therefore, study based on the GSS sample data is: • generalizable to the target population if we ignore the non-response bias; • definitely not causal, because the study does not employ random assignments and is only observational.

Research Question As for the research question, I'm interested in exploring the relationship between people's job preference and their education status, using latest data. More specifically, are people's preference in a job (like job security, high income, short working hours etc.) associated with their highest degree received? Motivation: Aside from sleeping, working is the activity that takes away the most of our lifetime hours and has a huge impact on people's well-being and happiness. I would be really interested in the factors that determines peoples' attitude toward job.

Reading the data. The data we’ll use is from the General Social Survey (GSS). Using the GSS Data Explorer, I selected a subset of the variables in the GSS and made it available along with this notebook. The survey contains more that 5000 of variables with data on a wide range of subjects, I have selected just a few.

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