100+ datasets found
  1. Demographic Trends in Insurance - Thematic Research

    • store.globaldata.com
    Updated Apr 30, 2020
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    GlobalData UK Ltd. (2020). Demographic Trends in Insurance - Thematic Research [Dataset]. https://store.globaldata.com/report/demographic-trends-in-insurance-thematic-research/
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    Dataset updated
    Apr 30, 2020
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    Global
    Description

    Changes in demographics will fundamentally shift the types of consumers that insurers need to target, as well as the types of products they need to provide. An aging population will put increased strain on state pensions and social services like public healthcare. A declining middle class due to median incomes not increasing as fast as other core goods and services means young people are buying a house, getting married, and starting families at later points in life. And a larger proportion of the population living in urban areas leads to increased health risk due to pollution, poor hygiene, and other urban lifestyle factors. These three factors will help shape the insurance industry going forward. Read More

  2. Asian American Quality of Life Report

    • kaggle.com
    zip
    Updated Apr 1, 2025
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    INK (2025). Asian American Quality of Life Report [Dataset]. https://www.kaggle.com/datasets/irakozekelly/asian-american-quality-of-life-report
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    zip(362818 bytes)Available download formats
    Dataset updated
    Apr 1, 2025
    Authors
    INK
    License

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

    Description

    This report examines the rapid growth of the Asian American population in the U.S., highlighting key demographic trends, social challenges, and health-related needs. With Asian Americans now the fastest-growing minority group, reaching 5.6% of the total population, the study underscores the importance of addressing their evolving quality of life factors.

  3. Global social network penetration 2019-2028

    • statista.com
    • de.statista.com
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    Stacy Jo Dixon, Global social network penetration 2019-2028 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    The global social media penetration rate in was forecast to continuously increase between 2024 and 2028 by in total 11.6 (+18.19 percent). After the ninth consecutive increasing year, the penetration rate is estimated to reach 75.31 and therefore a new peak in 2028. Notably, the social media penetration rate of was continuously increasing over the past years.

  4. Number of global social network users 2017-2028

    • statista.com
    • de.statista.com
    + more versions
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    Stacy Jo Dixon, Number of global social network users 2017-2028 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    How many people use social media?

                  Social media usage is one of the most popular online activities. In 2024, over five billion people were using social media worldwide, a number projected to increase to over six billion in 2028.
    
                  Who uses social media?
                  Social networking is one of the most popular digital activities worldwide and it is no surprise that social networking penetration across all regions is constantly increasing. As of January 2023, the global social media usage rate stood at 59 percent. This figure is anticipated to grow as lesser developed digital markets catch up with other regions
                  when it comes to infrastructure development and the availability of cheap mobile devices. In fact, most of social media’s global growth is driven by the increasing usage of mobile devices. Mobile-first market Eastern Asia topped the global ranking of mobile social networking penetration, followed by established digital powerhouses such as the Americas and Northern Europe.
    
                  How much time do people spend on social media?
                  Social media is an integral part of daily internet usage. On average, internet users spend 151 minutes per day on social media and messaging apps, an increase of 40 minutes since 2015. On average, internet users in Latin America had the highest average time spent per day on social media.
    
                  What are the most popular social media platforms?
                  Market leader Facebook was the first social network to surpass one billion registered accounts and currently boasts approximately 2.9 billion monthly active users, making it the most popular social network worldwide. In June 2023, the top social media apps in the Apple App Store included mobile messaging apps WhatsApp and Telegram Messenger, as well as the ever-popular app version of Facebook.
    
  5. N

    Social Circle, GA Annual Population and Growth Analysis Dataset: A...

    • neilsberg.com
    csv, json
    Updated Jul 30, 2024
    + more versions
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    Neilsberg Research (2024). Social Circle, GA Annual Population and Growth Analysis Dataset: A Comprehensive Overview of Population Changes and Yearly Growth Rates in Social Circle from 2000 to 2023 // 2024 Edition [Dataset]. https://www.neilsberg.com/insights/social-circle-ga-population-by-year/
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    csv, jsonAvailable 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
    Social Circle, Georgia
    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 Social Circle 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 Social Circle 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 Social Circle was 5,330, a 1.22% increase year-by-year from 2022. Previously, in 2022, Social Circle population was 5,266, an increase of 2.69% compared to a population of 5,128 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Social Circle increased by 1,767. In this period, the peak population was 5,330 in the year 2023. The numbers suggest that the population has not reached its peak yet and is showing a trend of further growth. 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 Social Circle is shown in this column.
    • Year on Year Change: This column displays the change in Social Circle 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 Social Circle Population by Year. You can refer the same here

  6. World Population Analysis

    • kaggle.com
    zip
    Updated Oct 5, 2023
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    Manas Parashar (2023). World Population Analysis [Dataset]. https://www.kaggle.com/datasets/parasharmanas/world-population-analysis
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    zip(8635 bytes)Available download formats
    Dataset updated
    Oct 5, 2023
    Authors
    Manas Parashar
    License

    Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
    License information was derived automatically

    Area covered
    World
    Description

    The analysis of the world's population is a complex and multifaceted endeavor, encompassing a wide range of demographic, economic, social, and environmental factors. Understanding these trends and dynamics is crucial for policymakers, researchers, and organizations to make informed decisions and plan for the future. This article delves into a comprehensive analysis of the world's population, examining its growth patterns, demographic shifts, challenges, and opportunities.

    Population Growth. The world's population has experienced remarkable growth over the past century. In 1927, the global population reached its first billion, and since then, it has surged exponentially. As of the latest available data in 2021, the world's population stands at approximately 7.8 billion. Projections indicate that this figure will continue to rise, with estimates suggesting a population of over 9 billion by 2050.

    Factors Driving Population Growth. 1. Fertility Rates: High birth rates, particularly in developing countries, have been a significant driver of population growth. Access to healthcare, education, and family planning services plays a crucial role in reducing fertility rates. 2. Increased Life Expectancy: Improvements in healthcare, nutrition, and sanitation have led to longer life expectancy worldwide. This has contributed to population growth, as people are living longer and healthier lives. 3. Demographic Shifts: Demographic shifts are shaping our world in significant ways. In developed countries, an aging population with a higher median age is reshaping healthcare systems, retirement policies, and workforce dynamics. Simultaneously, urbanization is accelerating, with over half of the global population now living in cities, presenting challenges and opportunities for infrastructure, resource management, and social development.

    Challenges. 1. Overpopulation: Rapid population growth in certain regions can strain resources, leading to issues such as food scarcity, water shortages, and overcrowding. 2. Aging Workforce: As the global population ages, there may be a shortage of skilled workers, affecting economic productivity and social support systems. 3. Environmental Impact: Population growth is closely linked to increased resource consumption and environmental degradation. Sustainable development and conservation efforts are essential to mitigate these effects.

    Opportunities. 1. Demographic Dividend: Countries with youthful populations can benefit from a demographic dividend, where a large working-age population can drive economic growth and innovation. 2. Cultural Diversity: A diverse global population can lead to cultural exchange, creativity, and a richer societal tapestry. 3. Innovation and Technology: Addressing the challenges posed by population growth can drive innovation in areas such as healthcare, agriculture, and energy production.

    Analysing the world's population is a complex task that involves understanding its growth patterns, demographic shifts, challenges, and opportunities. As the global population continues to rise, it is essential to address the associated challenges while harnessing the potential benefits of a diverse and dynamic world population. Policymakers, researchers, and organizations must work collaboratively to create sustainable solutions that ensure a prosperous future for all.

  7. World Population Dataset

    • kaggle.com
    zip
    Updated Mar 7, 2024
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    Divani Azzahra (2024). World Population Dataset [Dataset]. https://www.kaggle.com/datasets/divaniazzahra/world-population-dataset
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    zip(19320 bytes)Available download formats
    Dataset updated
    Mar 7, 2024
    Authors
    Divani Azzahra
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Area covered
    World
    Description

    This dataset provides historical data on the global population from 1950 to 2023, which can be used to analyze global demographic trends over this significant period of time. The data is presented in an easy-to-understand format, allowing researchers, social scientists, and policy practitioners to explore and better understand global population dynamics.

  8. o

    PEW RESEARCH CENTER FOR SOCIAL AND DEMOGRAPHIC TRENDS OCT 2007 RACE SURVEY...

    • opendata.com.pk
    Updated Aug 20, 2025
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    (2025). PEW RESEARCH CENTER FOR SOCIAL AND DEMOGRAPHIC TRENDS OCT 2007 RACE SURVEY (SEP 5 - OCT 6,2007) - Datasets - Open Data Pakistan [Dataset]. https://opendata.com.pk/dataset/pew-research-center-for-social-and-demographic-trends-oct-2007-race-survey-sep-5-oct-6-2007
    Explore at:
    Dataset updated
    Aug 20, 2025
    Area covered
    Pakistan
    Description

    The 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.

  9. d

    Data from: Exercise: Canadian Social Trends and NPHS

    • search.dataone.org
    Updated Dec 28, 2023
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    Chuck Humphrey (2023). Exercise: Canadian Social Trends and NPHS [Dataset]. http://doi.org/10.5683/SP3/OLGYWN
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    Dataset updated
    Dec 28, 2023
    Dataset provided by
    Borealis
    Authors
    Chuck Humphrey
    Description

    This exercise uses data from the National Population Health Survey (NPHS). You will deconstruct a table to find out what the numbers mean and why a researcher or student might need to go beyond the printed table in Canadian Social Trends (we'll do it gently!). (Note: Data associated with this presentation is available on the DLI FTP site under folder 1873-214.)

  10. I

    Influencer Marketing Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 8, 2025
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    Data Insights Market (2025). Influencer Marketing Market Report [Dataset]. https://www.datainsightsmarket.com/reports/influencer-marketing-market-20884
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Mar 8, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Discover the booming Influencer Marketing market, projected to hit $13.8B in 2025 with a 31.95% CAGR. This in-depth analysis explores key trends, drivers, restraints, and regional breakdowns, featuring top players like Upfluence and Aspire. Learn how to leverage this powerful marketing strategy. Recent developments include: August 2024: The Tourism Authority of Thailand (TAT) has unveiled its new influencer marketing platform, 'TAT Connex', marking a significant step in its digital transformation strategy for promoting and developing tourism. 'TAT Connex' invites a diverse range of participants, including local and international Key Opinion Leaders (KOLs), influencers, bloggers, media personalities, and celebrities. They can connect with ten distinct categories of tourism-related businesses. These categories encompass dining establishments, hotels and homestays, transportation services, recreational activities and attractions, travel agencies, health and beauty services, shopping centers, entertainment venues, and souvenir shops.July 2024: Collective Artists Network, a new media entity focused on pop culture, is venturing into AI by acquiring Galleri5. Galleri5 is an AI-driven platform specializing in influencer marketing analytics and content management, catering to brands and influencers. Its offerings encompass AI-generated visual content, creator intelligence, campaign oversight, and trend prediction. By acquiring Galleri5, the firm is making a significant stride in weaving deep tech and AI into the fabric, bolstering its capacity to deliver state-of-the-art solutions to talents, content platforms, and brands.July 2024: Publicis Groupe has agreed to acquire Influential, the leading global influencer marketing platform. Influential specializes in authentically linking brands to their audiences through creating, deploying, and optimizing digital campaigns driven by creators. As the world's largest influencer marketing firm by revenue, Influential boasts a proprietary AI-driven technology platform that analyzes over 100 billion data points. Its expansive network includes over 3.5 million creators, granting access to data on 90% of global influencers with over 1 million followers. Currently, Influential provides its services to more than 300 brands worldwide.June 2024: Qoruz, an influencer marketing platform based in India, has partnered with Dabur, a brand celebrated for its natural and Ayurvedic products. This collaboration enhances Dabur's influencer marketing strategy, fostering more authentic and impactful connections with its audience. Leveraging Qoruz's sophisticated analytics and influencer management tools, Dabur aims to pinpoint influencers that resonate with the brand's fundamental values. Through Qoruz’s platform, Dabur gains data-driven insights into influencer performance and audience engagement, enabling them to craft campaigns that effectively resonate with their target demographic.. Key drivers for this market are: Firms Increasing Necessity to Utilize Influencer Marketing Platforms for Enhanced Consumer Engagement, Increasing Penetration of Social Media Platforms. Potential restraints include: Firms Increasing Necessity to Utilize Influencer Marketing Platforms for Enhanced Consumer Engagement, Increasing Penetration of Social Media Platforms. Notable trends are: Fashion and Lifestyle is Expected to Hold Significant Share.

  11. Instagram: distribution of global audiences 2024, by age and gender

    • statista.com
    • de.statista.com
    + more versions
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    Stacy Jo Dixon, Instagram: distribution of global audiences 2024, by age and gender [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    As of April 2024, around 16.5 percent of global active Instagram users were men between the ages of 18 and 24 years. More than half of the global Instagram population worldwide was aged 34 years or younger.

                  Teens and social media
    
                  As one of the biggest social networks worldwide, Instagram is especially popular with teenagers. As of fall 2020, the photo-sharing app ranked third in terms of preferred social network among teenagers in the United States, second to Snapchat and TikTok. Instagram was one of the most influential advertising channels among female Gen Z users when making purchasing decisions. Teens report feeling more confident, popular, and better about themselves when using social media, and less lonely, depressed and anxious.
                  Social media can have negative effects on teens, which is also much more pronounced on those with low emotional well-being. It was found that 35 percent of teenagers with low social-emotional well-being reported to have experienced cyber bullying when using social media, while in comparison only five percent of teenagers with high social-emotional well-being stated the same. As such, social media can have a big impact on already fragile states of mind.
    
  12. TikTok: distribution of global audiences 2025, by age and gender

    • statista.com
    • de.statista.com
    + more versions
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    Statista Research Department, TikTok: distribution of global audiences 2025, by age and gender [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Description

    As of February 2025, it was found that around 14.1 percent of TikTok's global audience were women between the ages of 18 and 24 years, while male users of the same age formed approximately 16.6 percent of the platform's audience. The online audience of the popular social video platform was further composed of 14.6 percent of female users aged between 25 and 34 years, and 20.7 percent of male users in the same age group.

  13. Social media as a news outlet worldwide 2024

    • statista.com
    • de.statista.com
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    Amy Watson, Social media as a news outlet worldwide 2024 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Amy Watson
    Description

    During 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.
    
  14. Planned changes in use of selected social media for organic marketing...

    • statista.com
    • de.statista.com
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    Christopher Ross, Planned changes in use of selected social media for organic marketing worldwide 2024 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Christopher Ross
    Description

    During a January 2024 global survey among marketers, nearly 60 percent reported plans to increase their organic use of YouTube for marketing purposes in the following 12 months. LinkedIn and Instagram followed, respectively mentioned by 57 and 56 percent of the respondents intending to use them more. According to the same survey, Facebook was the most important social media platform for marketers worldwide.

  15. Demographic trends in the BSSR workforce by race.

    • figshare.com
    • plos.figshare.com
    xls
    Updated May 31, 2023
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    Hyungjo Hur; Maryam A. Andalib; Julie A. Maurer; Joshua D. Hawley; Navid Ghaffarzadegan (2023). Demographic trends in the BSSR workforce by race. [Dataset]. http://doi.org/10.1371/journal.pone.0170887.t002
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    xlsAvailable download formats
    Dataset updated
    May 31, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Hyungjo Hur; Maryam A. Andalib; Julie A. Maurer; Joshua D. Hawley; Navid Ghaffarzadegan
    License

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

    Description

    Demographic trends in the BSSR workforce by race.

  16. Recent trends in the U.S. Behavioral and Social Sciences Research (BSSR)...

    • plos.figshare.com
    docx
    Updated May 30, 2023
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    Hyungjo Hur; Maryam A. Andalib; Julie A. Maurer; Joshua D. Hawley; Navid Ghaffarzadegan (2023). Recent trends in the U.S. Behavioral and Social Sciences Research (BSSR) workforce [Dataset]. http://doi.org/10.1371/journal.pone.0170887
    Explore at:
    docxAvailable download formats
    Dataset updated
    May 30, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Hyungjo Hur; Maryam A. Andalib; Julie A. Maurer; Joshua D. Hawley; Navid Ghaffarzadegan
    License

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

    Area covered
    United States
    Description

    While behavioral and social sciences occupations comprise one of the largest portions of the “STEM” workforce, most studies of diversity in STEM overlook this population, focusing instead on fields such as biomedical or physical sciences. This study evaluates major demographic trends and productivity in the behavioral and social sciences research (BSSR) workforce in the United States during the past decade. Our analysis shows that the demographic trends for different BSSR fields vary. In terms of gender balance, there is no single trend across all BSSR fields; rather, the problems are field-specific, and disciplines such as economics and political science continue to have more men than women. We also show that all BSSR fields suffer from a lack of racial and ethnic diversity. The BSSR workforce is, in fact, less representative of racial and ethnic minorities than are biomedical sciences or engineering. Moreover, in many BSSR subfields, minorities are less likely to receive funding. We point to various funding distribution patterns across different demographic groups of BSSR scientists, and discuss several policy implications.

  17. North Carolina Population and Housing Statistics

    • kaggle.com
    zip
    Updated Dec 20, 2023
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    The Devastator (2023). North Carolina Population and Housing Statistics [Dataset]. https://www.kaggle.com/datasets/thedevastator/north-carolina-population-and-housing-statistics
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    zip(723890417 bytes)Available download formats
    Dataset updated
    Dec 20, 2023
    Authors
    The Devastator
    Area covered
    North Carolina
    Description

    North Carolina Population and Housing Statistics

    Demographic and Housing Trends in North Carolina

    By Matthew Schnars [source]

    About this dataset

    This comprehensive dataset provides a well-detailed and robust statistical representation of various characteristics related to the population and housing conditions of North Carolina. The dataset originates from NC LINC (Log Into North Carolina), a critical data allocation platform that focuses on sharing information regarding diverse aspects of the state’s overall demographics, socio-economic conditions, education, and employment background.

    The dataset highlights a variety of facets such as population estimates by age group, race or ethnic group encompassing multiple demographic groups across different geographic areas within the state including counties and municipalities. Utilizing this expansive set of data could prove instrumental for researchers looking into demographic trends, market estimation studies or any other analysis requiring population certifications.

    Revolving around Housing Statistics in North Carolina, this dataset also gives a complete perspective about various ypes of residences available throughout the region. Availability types include both renter-occupied housing units along with owned homes, providing an encapsulating vision into the home ownership versus rental situation in North Carolina. In conjunction with providing insight into occupancy details for vacant homes.

    An intriguing section included within these datasets is congregated ethnicity-based data spread across numerous age-groups which can assist research based out on diverse cultures dwelling within this area.

    Overall, this dataset constitutes an essential resource for stakeholders interested in understanding demographic transformations over time or gaining insights into housing availability situations across different localities in North Carolina State to inform urban planning strategies and policies beneficially impacting residents’ lives directly

    How to use the dataset

    This dataset offers a broad range of demographic and housing data for North Carolina, making it an ideal resource for those interested in demographic trends, urban planning, social science research, real estate and economic studies. Here's how to get the most out of it:

    • Interpretation: Determine what each column represents in terms of demographic and housing attributes. Familiarize yourself with the unique characteristics that each column represents such as population size, race categories, gender distributions etc.

    • Comparison Studies: Analyze different locations within North Carolina by comparing figures across rows (geographic units). This can provide insight on socio-economic disparities or geographical preferences among residents.

    • Temporal Analysis: Although the dataset doesn't contain specific dates or timeframes directly related to these statistics, you can cross-reference with external datasets from different years to conduct temporal analysis procedures such as observing the growth rates in population or changes in housing statistics.

    • Joining Data: Combine this dataset with other relevant datasets like education levels or crime rates which may not be available here but could add multidimensional value when conducting thorough analyses.

    • Correlation Studies: Perform correlation studies between different columns e.g., is there a strong correlation between population density and number of occupied houses? Such insights may be valuable for multiple sectors including real estate investment or policy-making purposes.

    • Map Visualization: Use geographic tools to map data based on counties/townships providing visual perspectives over raw number comparisons which could potentially lead to more nuanced interpretations of demographic distributions across North Carolina

    • Predictive Modelling/Forecasting: Based on historic figures available through this database develop models which predict future trends within demographics & housing sector

    8: Presentation/Communication Tool: Whether you're delivering a presentation about social class disparities in NC regions or just curious about where populations are densest versus where there are more mobile homes vs homes owned freely -hamarize and display data in an easy-to-understand format.

    Before diving deep, always remember to clean the dataset by eliminating duplicates, filling NA values aptly, and verifying the authenticity of the data. Furthermore, always respect privacy & comply with data regulation policies while handling demographic databases

    Research Ideas

    • Urban Planning: This dataset can be a val...
  18. Urban_Elderly

    • figshare.com
    bin
    Updated Jul 12, 2021
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    Ilyar Heydari Barardehi (2021). Urban_Elderly [Dataset]. http://doi.org/10.6084/m9.figshare.14958063.v1
    Explore at:
    binAvailable download formats
    Dataset updated
    Jul 12, 2021
    Dataset provided by
    Figsharehttp://figshare.com/
    figshare
    Authors
    Ilyar Heydari Barardehi
    License

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

    Description

    This data contains socio-demographic, income, and expenditure information of Iranian elderly collected in 2011 and 2015.

  19. US Population Health Management (PHM) Market Analysis - Size and Forecast...

    • technavio.com
    pdf
    Updated Feb 22, 2025
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    Technavio (2025). US Population Health Management (PHM) Market Analysis - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/us-population-health-management-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Feb 22, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    United States
    Description

    Snapshot img

    US Population Health Management (PHM) Market Size 2025-2029

    The us population health management (phm) market size is forecast to increase by USD 6.04 billion at a CAGR of 7.4% between 2024 and 2029.

    The Population Health Management (PHM) market in the US is experiencing significant growth, driven by the increasing adoption of healthcare IT solutions and analytics. These technologies enable healthcare providers to collect, analyze, and act on patient data to improve health outcomes and reduce costs. However, the high perceived costs associated with PHM solutions pose a challenge for some organizations, limiting their ability to fully implement and optimize these technologies. Despite this obstacle, the potential benefits of PHM, including improved patient care and population health, make it a strategic priority for many healthcare organizations. To capitalize on this opportunity, companies must focus on cost-effective solutions and innovative approaches to addressing the challenges of PHM implementation and optimization. By leveraging advanced analytics, cloud technologies, and strategic partnerships, organizations can overcome cost barriers and deliver better care to their patient populations.

    What will be the size of the US Population Health Management (PHM) Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The Population Health Management (PHM) market in the US is experiencing significant advancements, integrating various elements to improve patient outcomes and reduce healthcare costs. Public health surveillance and data governance ensure accurate population health data, enabling healthcare leaders to identify health disparities and target interventions. Quality measures and health literacy initiatives promote transparency and patient activation, while data visualization and business intelligence facilitate data-driven decision-making. Behavioral health integration, substance abuse treatment, and mental health services address the growing need for holistic care, and outcome-based contracts incentivize providers to focus on patient outcomes. Health communication, community health workers, and patient portals enhance patient engagement, while wearable devices and mHealth technologies provide real-time data for personalized care plans. Precision medicine and predictive modeling leverage advanced analytics to tailor treatment approaches, and social service integration addresses the social determinants of health. Health data management, data storytelling, and healthcare innovation continue to drive market growth, transforming the industry and improving overall population health.

    How is this market segmented?

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. ProductSoftwareServicesDeploymentCloudOn-premisesEnd-userHealthcare providersHealthcare payersEmployers and government bodiesGeographyNorth AmericaUS

    By Product Insights

    The software segment is estimated to witness significant growth during the forecast period.

    Population Health Management (PHM) software in the US gathers patient data from healthcare systems and utilizes advanced analytics tools, including data visualization and business intelligence, to predict health conditions and improve patient care. PHM software aims to enhance healthcare efficiency, reduce costs, and ensure quality patient care. By analyzing accurate patient data, PHM software enables the identification of community health risks, leading to proactive interventions and better health outcomes. The adoption of PHM software is on the rise in the US due to the growing emphasis on value-based care and the increasing prevalence of chronic diseases. Machine learning, artificial intelligence, and predictive analytics are integral components of PHM software, enabling healthcare payers to develop personalized care plans and improve care coordination. Data integration and interoperability facilitate seamless data sharing among various healthcare stakeholders, while data visualization tools help in making informed decisions. Public health agencies and healthcare providers leverage PHM software for population health research, disease management programs, and quality improvement initiatives. Cloud computing and data warehousing provide the necessary infrastructure for storing and managing large volumes of population health data. Healthcare regulations mandate the adoption of PHM software to ensure compliance with data privacy and security standards. PHM software also supports care management services, patient engagement platforms, and remote patient monitoring, empowering patients to take charge of their health. Welln

  20. User Demography Data

    • kaggle.com
    zip
    Updated Apr 28, 2025
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    Samrawit Guangul (2025). User Demography Data [Dataset]. https://www.kaggle.com/datasets/samrawitguangul/user-demography-data
    Explore at:
    zip(43514 bytes)Available download formats
    Dataset updated
    Apr 28, 2025
    Authors
    Samrawit Guangul
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    Dataset Description: This dataset contains 1,000 anonymized records of individuals, capturing a mix of demographic, financial, health, and behavioral attributes. The data is structured to support analysis in areas such as market research, risk assessment, public health studies, and customer segmentation.

    Key Attributes: Personal Information

    Name: Full name of the individual (synthetic).

    Age: Age in years (range: 18–80).

    Gender: Binary classification (Male/Female).

    Financial Metrics

    Annual Income: Yearly earnings in USD (range: 20K–250K).

    Credit Score: FICO-like score (range: 300–850).

    Transaction Frequency: Monthly transactions (count).

    Health Indicators

    BMI: Body Mass Index (range: 15–45).

    Blood Pressure (Systolic): mmHg (range: 90–180).

    Geospatial Data

    Latitude: Approximate location (32.0°–42.0° N).

    Longitude: Approximate location (-120.0°–-75.0° W).

    Behavioral Data

    Monthly Data Usage: Internet consumption in GB.

    Potential Use Cases: Market Research: Segment customers by income, location, or spending habits.

    Health Analytics: Study correlations between age, BMI, and blood pressure.

    Financial Modeling: Assess credit risk based on income and transaction behavior.

    Geospatial Analysis: Map demographic trends across regions.

    Data Quality Notes: Contains 3% missing values (randomly distributed).

    Numeric values are rounded for readability (e.g., BMI to 1 decimal place).

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GlobalData UK Ltd. (2020). Demographic Trends in Insurance - Thematic Research [Dataset]. https://store.globaldata.com/report/demographic-trends-in-insurance-thematic-research/
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Demographic Trends in Insurance - Thematic Research

Explore at:
Dataset updated
Apr 30, 2020
Dataset provided by
GlobalDatahttps://www.globaldata.com/
Authors
GlobalData UK Ltd.
License

https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

Time period covered
2020 - 2024
Area covered
Global
Description

Changes in demographics will fundamentally shift the types of consumers that insurers need to target, as well as the types of products they need to provide. An aging population will put increased strain on state pensions and social services like public healthcare. A declining middle class due to median incomes not increasing as fast as other core goods and services means young people are buying a house, getting married, and starting families at later points in life. And a larger proportion of the population living in urban areas leads to increased health risk due to pollution, poor hygiene, and other urban lifestyle factors. These three factors will help shape the insurance industry going forward. Read More

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