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People's experiences of changes in their cost of living and household finances in Great Britain; indicators from the Opinions and Lifestyle Survey (OPN).
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This survey is part of a continuing series designed to monitor trends in a wide range of social attitudes in Great Britain. The British Social Attitudes Survey (BSA) is similar in purpose to the General Social Survey carried out by the National Opinion Research Center (NORC) in the United States. The BSA questionnaire had two parts, one administered by an interviewer and the other completed by the respondent. As in the past, the 1984 interview questionnaire contained a number of "core" questions covering the major topic areas of defense, the economy, labor market participation, and the welfare state. The 1984 self-enumerated questionnaire was devoted to a series of questions on a range of social, economic, political, and moral issues. Topics that received attention include: (1) media, politics, and international affairs, (2) economic expectations and evaluations and labor market participation, (3) social expenditure, welfare state issues, the National Health Service, and education, and (4) social class, religion, racial prejudice, gender issues, and public and private morality. Additional demographic data gathered included age, gender, education, occupation, household income, marital status, social class, and religious and political affiliations.
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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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Indicators from the Opinions and Lifestyle Survey (OPN) related to the impact of the coronavirus (COVID-19) pandemic and other illnesses on people, households and communities in Great Britain.
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The British Social Attitudes (BSA) survey series began in 1983. The series is designed to produce annual measures of attitudinal movements to complement large-scale government surveys that deal largely with facts and behaviour patterns, and the data on party political attitudes produced by opinion polls. One of the BSA's main purposes is to allow the monitoring of patterns of continuity and change, and the examination of the relative rates at which attitudes, in respect of a range of social issues, change over time. Some questions are asked regularly, others less often. Funding for BSA comes from a number of sources (including government departments, the Economic and Social Research Council and other research foundations), but the final responsibility for the coverage and wording of the annual questionnaires rests with NatCen Social Research (formerly Social and Community Planning Research). The BSA has been conducted every year since 1983, except in 1988 and 1992 when core funding was devoted to the British Election Study (BES).
Further information about the series and links to publications may be found on the NatCen Social Research British Social Attitudes webpage.
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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.
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TwitterThe October 2007 Race Survey by the Pew Research Center explored American attitudes toward race, diversity, and inequality at a pivotal moment in U.S. history—just months before the 2008 presidential election, which would later feature the first major Black candidate. The study delved into perceptions of racial progress, discrimination, and the evolving landscape of race relations in a rapidly diversifying nation. It captured both persistent challenges and shifting perspectives on identity, opportunity, and the American dream.
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TwitterThe Gallup Poll Social Series (GPSS) is a set of public opinion surveys designed to monitor U.S. adults' views on numerous social, economic, and political topics. The topics are arranged thematically across 12 surveys. Gallup administers these surveys during the same month every year and includes the survey's core trend questions in the same order each administration. Using this consistent standard allows for unprecedented analysis of changes in trend data that are not susceptible to question order bias and seasonal effects.
Introduced in 2001, the GPSS is the primary method Gallup uses to update several hundred long-term Gallup trend questions, some dating back to the 1930s. The series also includes many newer questions added to address contemporary issues as they emerge.
The dataset currently includes responses from up to and including 2025.
Gallup conducts one GPSS survey per month, with each devoted to a different topic, as follows:
January: Mood of the Nation
February: World Affairs
March: Environment
April: Economy and Finance
May: Values and Beliefs
June: Minority Rights and Relations (discontinued after 2016)
July: Consumption Habits
August: Work and Education
September: Governance
October: Crime
November: Health
December: Lifestyle (conducted 2001-2008)
The core questions of the surveys differ each month, but several questions assessing the state of the nation are standard on all 12: presidential job approval, congressional job approval, satisfaction with the direction of the U.S., assessment of the U.S. job market, and an open-ended measurement of the nation's "most important problem." Additionally, Gallup includes extensive demographic questions on each survey, allowing for in-depth analysis of trends.
Interviews are conducted with U.S. adults aged 18 and older living in all 50 states and the District of Columbia using a dual-frame design, which includes both landline and cellphone numbers. Gallup samples landline and cellphone numbers using random-digit-dial methods. Gallup purchases samples for this study from Survey Sampling International (SSI). Gallup chooses landline respondents at random within each household based on which member had the next birthday. Each sample of national adults includes a minimum quota of 70% cellphone respondents and 30% landline respondents, with additional minimum quotas by time zone within region. Gallup conducts interviews in Spanish for respondents who are primarily Spanish-speaking.
Gallup interviews a minimum of 1,000 U.S. adults aged 18 and older for each GPSS survey. Samples for the June Minority Rights and Relations survey are significantly larger because Gallup includes oversamples of Blacks and Hispanics to allow for reliable estimates among these key subgroups.
Gallup weights samples to correct for unequal selection probability, nonresponse, and double coverage of landline and cellphone users in the two sampling frames. Gallup also weights its final samples to match the U.S. population according to gender, age, race, Hispanic ethnicity, education, region, population density, and phone status (cellphone only, landline only, both, and cellphone mostly).
Demographic weighting targets are based on the most recent Current Population Survey figures for the aged 18 and older U.S. population. Phone status targets are based on the most recent National Health Interview Survey. Population density targets are based on the most recent U.S. Census.
The year appended to each table name represents when the data was last updated. For example, January: Mood of the Nation - 2025 has survey data collected up to and including 2025.
For more information about what survey questions were asked over time, see the Supporting Files.
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Indicators from the Opinions and Lifestyle Survey (OPN) of travel to work methods and travel disruptions in Great Britain.
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TwitterDuring a 2024 survey, 77 percent of respondents from Nigeria stated that they used social media as a source of news. In comparison, just 23 percent of Japanese respondents said the same. Large portions of social media users around the world admit that they do not trust social platforms either as media sources or as a way to get news, and yet they continue to access such networks on a daily basis.
Social media: trust and consumption
Despite the majority of adults surveyed in each country reporting that they used social networks to keep up to date with news and current affairs, a 2018 study showed that social media is the least trusted news source in the world. Less than 35 percent of adults in Europe considered social networks to be trustworthy in this respect, yet more than 50 percent of adults in Portugal, Poland, Romania, Hungary, Bulgaria, Slovakia and Croatia said that they got their news on social media.
What is clear is that we live in an era where social media is such an enormous part of daily life that consumers will still use it in spite of their doubts or reservations. Concerns about fake news and propaganda on social media have not stopped billions of users accessing their favorite networks on a daily basis.
Most Millennials in the United States use social media for news every day, and younger consumers in European countries are much more likely to use social networks for national political news than their older peers.
Like it or not, reading news on social is fast becoming the norm for younger generations, and this form of news consumption will likely increase further regardless of whether consumers fully trust their chosen network or not.
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As of 2024, the average daily social media usage of internet users worldwide amounted to 143 minutes per day, down from 151 minutes in the previous year. Currently, the country with the most time spent on social media per day is Brazil, with online users spending an average of three hours and 49 minutes on social media each day. In comparison, the daily time spent with social media in
the U.S. was just two hours and 16 minutes. Global social media usageCurrently, the global social network penetration rate is 62.3 percent. Northern Europe had an 81.7 percent social media penetration rate, topping the ranking of global social media usage by region. Eastern and Middle Africa closed the ranking with 10.1 and 9.6 percent usage reach, respectively.
People access social media for a variety of reasons. Users like to find funny or entertaining content and enjoy sharing photos and videos with friends, but mainly use social media to stay in touch with current events friends. Global impact of social mediaSocial media has a wide-reaching and significant impact on not only online activities but also offline behavior and life in general.
During a global online user survey in February 2019, a significant share of respondents stated that social media had increased their access to information, ease of communication, and freedom of expression. On the flip side, respondents also felt that social media had worsened their personal privacy, increased a polarization in politics and heightened everyday distractions.
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TwitterThe American Trends Panel (ATP), created by "https://www.pewresearch.org/" Target="_blank">Pew Research Center, is a nationally representative panel of randomly selected U.S. adults. Panelists participate via self-administered web surveys. Panelists who do not have internet access at home are provided with a tablet and wireless internet connection. Interviews are conducted in both English and Spanish. The panel is being managed by "https://www.ipsos.com/en" Target="_blank">Ipsos. This study aims to understand perspectives of parenting and child well-being.
The "https://www.pewresearch.org/social-trends/2022/10/26/parents-k-12-methodology/" Target="_blank">ATP Wave 115 was conducted from September 20 to October 2, 2022, among a sample of U.S. adults who are parents of at least one child under the age of 18. A total of 3,757 panelists responded out of 5,293 sampled, for a response rate of 76 percent (AAPOR RR3). This included 2,987 respondents from the ATP and an oversample of 770 Hispanic, non-Hispanic Black, and non-Hispanic Asian respondents from Ipsos' KnowledgePanel to provide more precise estimates of the opinions and experiences of these smaller demographic subgroups. These oversampled groups are weighted back to reflect their correct proportions in the population.
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1) Data Introduction • The Social Media Usage Dataset(Applications) features patterns and activity indicators that 1,000 users use seven major social media platforms, including Facebook, Instagram, and Twitter.
2) Data Utilization (1) Social Media Usage Dataset(Applications) has characteristics that: • This dataset provides different social media activity data for each user, including daily usage time, number of posts, number of likes received, and number of new followers. (2) Social Media Usage Dataset(Applications) can be used to: • Analysis of User Participation by Platform: You can analyze participation and popular trends by platform by comparing usage time and activity for each social media. • Establish marketing strategy: Based on user activity data, it can be used for targeted marketing, content production, and user retention strategies.
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Working arrangements of people in Great Britain; indicators from the Opinions and Lifestyle Survey (OPN).
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Personal well-being, loneliness and what people in Great Britain felt were important issues; indicators from the Opinions and Lifestyle Survey (OPN).
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TwitterThe 2021 Pew Research Center’s American Trends Panel Wave 96 September Survey was conducted from September 20 to 26, 2021. This nationally representative survey gathered insights from U.S. adults on social, political, and economic topics relevant to that period.
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TwitterThe Pew Research Center’s American Trends Panel – Wave 77 (October 13–19, 2020) is a nationally representative survey of U.S. adults exploring political, social, and economic opinions. Conducted just weeks before the 2020 U.S. presidential election, it captures public attitudes during a highly polarized political climate and amid the ongoing COVID-19 pandemic.
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Data and code for the paper titled "Are we becoming more transparent? Survey reporting trends in top journals of social sciences"
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People's experiences of changes in their cost of living and household finances in Great Britain; indicators from the Opinions and Lifestyle Survey (OPN).