This poll is part of a continuing series of monthly surveys that solicit public opinion on the presidency and on a range of other political and social issues. In this poll, respondents were asked about President Ronald Reagan's performance in office, the state of their personal finances, their relationship to government policies, and the Middle East. Demographic information on respondents includes race, sex, age, religion, marital status, and educational and income level.

This dataset comprises 3,290 Bengali political comments sourced from social media platforms, news comment sections, and online political discussions, specifically curated for sentiment analysis research in Bengali NLP. The corpus provides a comprehensive resource for training and evaluating sentiment classification models within the political domain. The dataset features 3,290 instances distributed across five sentiment classes with excellent balance (variance <8%): Very Negative (675, 20.5%), Negative (663, 20.2%), Neutral (626, 19.0%), Very Positive (664, 20.2%), and Positive (662, 20.1%). Stored in Excel format with two columns containing Bengali political comments (Unicode text) and corresponding sentiment labels, the dataset maintains high quality with no missing values and verified annotations. Comment lengths average 83 characters, ranging from 11 to 398 characters. The collection encompasses diverse political discourse including government policies and governance, electoral processes and democracy, political parties and leadership dynamics, social and economic issues, current affairs and political events, along with public opinion and citizen responses to political developments. This dataset serves multiple research purposes, including Bengali sentiment analysis model development and benchmarking, political discourse analysis and opinion mining, natural language processing research for low-resource languages, cross-lingual sentiment analysis studies, social media analytics for Bengali content, multi-class text classification research, and comparative political sentiment studies across different linguistic and cultural contexts.

This special-topic poll is part of a continuing series of monthly surveys that solicit public opinion on the presidency and on a range of other political and social issues. This data colletion focuses on President Ronald Reagan, Libya, and the economy. Respondents were asked to evaluate Reagan's presidency and his handling of the nation's economy, to give their opinions of United States relations with Libya, and to assess the impact of Reagan's economic policies on their personal financial situations. Demographic information including respondent's race, age, household income, and educational level was collected.

According to a survey carried out in March 2025, the Brazilian population believes that the federal government should focus on social and economic areas. With 31 percent of those polled, health was considered the top priority, with employment coming in second with 23 percent.

Our Twitter Sentiment Analysis Dataset provides a comprehensive collection of tweets, enabling businesses, researchers, and analysts to assess public sentiment, track trends, and monitor brand perception in real time. This dataset includes detailed metadata for each tweet, allowing for in-depth analysis of user engagement, sentiment trends, and social media impact.

Key Features:

  Tweet Content & Metadata: Includes tweet text, hashtags, mentions, media attachments, and engagement metrics such as likes, retweets, and replies.
  Sentiment Classification: Analyze sentiment polarity (positive, negative, neutral) to gauge public opinion on brands, events, and trending topics.
  Author & User Insights: Access user details such as username, profile information, follower count, and account verification status.
  Hashtag & Topic Tracking: Identify trending hashtags and keywords to monitor conversations and sentiment shifts over time.
  Engagement Metrics: Measure tweet performance based on likes, shares, and comments to evaluate audience interaction.
  Historical & Real-Time Data: Choose from historical datasets for trend analysis or real-time data for up-to-date sentiment tracking.


Use Cases:

  Brand Monitoring & Reputation Management: Track public sentiment around brands, products, and services to manage reputation and customer perception.
  Market Research & Consumer Insights: Analyze consumer opinions on industry trends, competitor performance, and emerging market opportunities.
  Political & Social Sentiment Analysis: Evaluate public opinion on political events, social movements, and global issues.
  AI & Machine Learning Applications: Train sentiment analysis models for natural language processing (NLP) and predictive analytics.
  Advertising & Campaign Performance: Measure the effectiveness of marketing campaigns by analyzing audience engagement and sentiment.



  Our dataset is available in multiple formats (JSON, CSV, Excel) and can be delivered via API, cloud storage (AWS, Google Cloud, Azure), or direct download. 
  Gain valuable insights into social media sentiment and enhance your decision-making with high-quality, structured Twitter data.

Abstract (en): This poll is part of a continuing series of monthly surveys that solicit public opinion on the presidency and on a range of other political and social issues. In this poll, respondents were asked their opinions on labor unions, events in Poland, President Ronald Reagan and the economy, balancing the federal budget, and state control of social programs. Demographic information on respondents includes race, sex, age, religion, educational and income levels, marital status, type of residence, number of children, and occupation. ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Standardized missing values.; Checked for undocumented or out-of-range codes..

Abstract

The 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.

Methodology

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.

Usage

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.

In August 2025, nine percent of survey respondents said that the most important problem facing the United States was the high cost of living and inflation. Another 24 percent said that the government and poor leadership was the most serious concern for the nation.

During a survey conducted in August 2025, over **** percent of respondents in Chile mentioned crime as one of the three most important problems affecting the South American country. Immigration and unemployment followed as the second and third most quoted issues, with **** and **** percent, respectively.

This poll is part of a continuing series of monthly polls that solicit public opinion on the presidency and on a range of other political and social issues. In this poll, respondents were asked for their opinions on President Ronald Reagan's performance, the economy, party identification, relations with the Soviet Union, and a nuclear weapons freeze. Demographic information on respondents includes race, age, sex, marital status, income, area of residence, and employment status.

This is an integration of 10 independent multi-country, multi-region, multi-cultural social surveys fielded by Gallup International between 2000 and 2013. The integrated data file contains responses from 535,159 adults living in 103 countries. In total, the harmonization project combined 571 social surveys.

These data have value in a number of longitudinal multi-country, multi-regional, and multi-cultural (L3M) research designs. Understood as independent, though non-random, L3M samples containing a number of multiple indicator ASQ (ask same questions) and ADQ (ask different questions) measures of human development, the environment, international relations, gender equality, security, international organizations, and democracy, to name a few [see full list below].

The data can be used for exploratory and descriptive analysis, with greatest utility at low levels of resolution (e.g. nation-states, supranational groupings). Level of resolution in analysis of these data should be sufficiently low to approximate confidence intervals.

These data can be used for teaching 3M methods, including data harmonization in L3M, 3M research design, survey design, 3M measurement invariance, analysis, and visualization, and reporting. Opportunities to teach about para data, meta data, and data management in L3M designs.

The country units are an unbalanced panel derived from non-probability samples of countries and respondents> Panels (countries) have left and right censorship and are thusly unbalanced. This design limitation can be overcome to the extent that VOTP panels are harmonized with public measurements from other 3M surveys to establish balance in terms of panels and occasions of measurement. Should L3M harmonization occur, these data can be assigned confidence weights to reflect the amount of error in these surveys.

Pooled public opinion surveys (country means), when combine with higher quality country measurements of the same concepts (ASQ, ADQ), can be leveraged to increase the statistical power of pooled publics opinion research designs (multiple L3M datasets)…that is, in studies of public, rather than personal, beliefs.

The Gallup Voice of the People survey data are based on uncertain sampling methods based on underspecified methods. Country sampling is non-random. The sampling method appears be primarily probability and quota sampling, with occasional oversample of urban populations in difficult to survey populations. The sampling units (countries and individuals) are poorly defined, suggesting these data have more value in research designs calling for independent samples replication and repeated-measures frameworks.

**The Voice of the People Survey Series is WIN/Gallup International Association's End of Year survey and is a global study that collects the public's view on the challenges that the world faces today. Ongoing since 1977, the purpose of WIN/Gallup International's End of Year survey is to provide a platform for respondents to speak out concerning government and corporate policies. The Voice of the People, End of Year Surveys for 2012, fielded June 2012 to February 2013, were conducted in 56 countries to solicit public opinion on social and political issues. Respondents were asked whether their country was governed by the will of the people, as well as their attitudes about their society. Additional questions addressed respondents' living conditions and feelings of safety around their living area, as well as personal happiness. Respondents' opinions were also gathered in relation to business development and their views on the effectiveness of the World Health Organization. Respondents were also surveyed on ownership and use of mobile devices. Demographic information includes sex, age, income, education level, employment status, and type of living area.

As of March 2025, over ** percent of adults surveyed in the United States agreed that brands should stay away from social issues. Around ** percent said they would switch to brands that shared their values, while roughly the same share of respondents stated that they would boycott brands supporting causes they were against. Less than *********** of participants reported researching brands' stances on social issues.

In a survey conducted in May 2024, more than half of the people interviewed in Peru said that corruption was the most important problem in the South American country. The second most pressing issue according to public opinion, cited by slightly more than 39 percent of Peruvian respondents, was related to crime and public insecurity. Crime is also among the most mentioned problems by journalists and opinion leaders across Latin America.

This Gallup poll seeks the opinions of Canadians, on political and social issues. The questions ask opinions about economic policy and the possibility a new election, as well as other important political issues within the country. There are also questions on other topics of interest and importance to the country and government, such attending night school; the importance of religion and unemployment. The respondents were also asked questions so that they could be grouped according to geographical variables. Basic demographic variables are also included.

Techsalerator’s Location Sentiment Data for Ukraine

Techsalerator’s Location Sentiment Data for Ukraine provides a detailed collection of insights crucial for businesses, researchers, and policymakers. This dataset offers in-depth information about regional sentiment, social dynamics, and environmental factors across Ukraine’s diverse areas.

For access to the full dataset, contact us at info@techsalerator.com or visit Techsalerator Contact Us.

Techsalerator’s Location Sentiment Data for Ukraine

Techsalerator’s Location Sentiment Data for Ukraine delivers a comprehensive analysis of regional sentiment and environmental factors, essential for businesses, government agencies, and developers working in Ukraine. This data supports AI research, social studies, marketing, and urban planning.

Top 5 Key Data Fields

• Location of Sentiment Analysis – Identifies the specific geographic regions within Ukraine where sentiment data is captured, helping researchers assess regional variations.
• Sentiment Score – Measures the positive, negative, or neutral sentiment of a given area based on social media, public opinion, and regional discussions.
• Demographic Insights – Provides detailed demographic data associated with sentiment, including age, gender, and socio-economic factors.
• Time of Sentiment Analysis – Records the date and time of sentiment capture, allowing for temporal trend analysis.
• Sentiment Influencers – Identifies key events, news, or social movements that have influenced public sentiment in specific regions.

Top 5 Sentiment Trends in Ukraine

• Political Sentiment – Political discussions and national events greatly impact sentiment, especially in the context of ongoing geopolitical issues and elections.
• Economic Sentiment – Economic factors, such as inflation, unemployment rates, and GDP performance, contribute significantly to shifts in public sentiment.
• Social Issues – Public sentiment related to social movements, such as those for gender equality and anti-corruption, is a growing trend across urban centers in Ukraine.
• Conflict and Crisis Impact – Regions affected by the ongoing conflict show distinct changes in sentiment, with many areas experiencing heightened stress and resilience.
• Cultural Shifts – The evolving cultural identity in response to regional influences and international relations impacts sentiment, especially in cities like Kyiv and Lviv.

Top 5 Applications of Location Sentiment Data in Ukraine

• Urban Planning and Development – Sentiment data assists urban planners in understanding local public opinion on infrastructure projects and development initiatives.
• Political Campaigns – Candidates and political parties can leverage sentiment data to tailor their campaigns to the specific needs and concerns of different regions.
• Social Research – Sentiment analysis helps sociologists and anthropologists understand shifts in public opinion, cultural trends, and societal changes.
• Marketing and Advertising – Brands and marketers can use location-based sentiment data to create personalized campaigns that resonate with local audiences.
• Crisis Management – Governments and NGOs can use sentiment data to monitor public reaction to crises and adjust their response strategies accordingly.

Accessing Techsalerator’s Location Sentiment Data

To obtain Techsalerator’s Location Sentiment Data for Ukraine, contact info@techsalerator.com with your specific requirements. Techsalerator offers customized datasets based on desired fields, with delivery available within 24 hours. Ongoing access options can also be discussed.

Included Data Fields

• Location of Sentiment Analysis
• Sentiment Score
• Demographic Insights
• Time of Sentiment Analysis
• Sentiment Influencers
• Political Sentiment
• Economic Sentiment
• Social Issue Sentiment
• Crisis Impact
• Cultural Sentiment Trends
• Contact Information

For valuable insights into regional sentiment trends across Ukraine, Techsalerator’s dataset is an indispensable tool for businesses, researchers, and decision-makers.

The Pew Research Center for the People & the Press sponsored the nationally representative July 2003 Values Update Survey to gather public opinion on a variety of social issues. Specifically, this survey focuses on the public's opinions on Presidential and government performance, politics, economic issues, and domestic and foreign policy.

This Gallup poll seeks the opinions of Canadians, on both political and social issues. The questions ask opinions the possibility of Quebec separation, as well as other important political issues within the country. There are also questions on other topics of interest and importance to the country and government, such as the effects of smoking, inflation and whether or not to give work to strangers. The respondents were also asked questions so that they could be grouped according to geographical and social variables. Topics of interest include: Canadians buying control of U.S. firms; confidence in United States problem solving; controlling price and income; the effects of smoking on health; giving provinces more power; giving Quebec more power; giving work to strangers; inflation caused by not having wage controls; opinions about capital punishment; plans to quit smoking; the preferred anti-inflation policy; smoking in the last week; supporting Quebec separation; unemployment caused by not having wage controls; and U.S. investments in Canada. Basic demographic variables are also included.

According to a survey carried out in Colombia in 2022, over two thirds of respondents believed that persecution of political and social leaders is a serious problem in this South American country. Whereas 31.3 percent of Colombians did not think this was a relevant issue. Social leaders in Colombia are in a extremely dangerous situation, according to the most recent data, approximately 305 social leaders and human rights defenders were murdered in a year in the country.

Chileans' perceptions on the impact that the Estallido Social of 2019 had on the country changed considerably during the following three years. According to a survey conducted in ************, nearly ** percent of respondents claimed that the massive demonstrations and riots that spread from Santiago to the rest of the country and triggered by the high cost of living and extreme social inequality, had had a positive impact on Chile. However, two years later, in ************, the same survey showed that only ** percent of respondents still believed so.

The Pew Research Center for the People & the Press sponsored the nationally representative December 2006 Values Update Survey to gather public opinion on a variety of social issues. Specifically, this survey focuses on the public's opinions on Presidential and government performance, politics, economic issues, and domestic and foreign policy.