26 datasets found
  1. Average daily time spent on social media worldwide 2012-2024

    • statista.com
    • wwwexpressvpn.online
    • +1more
    Updated Apr 10, 2024
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    Statista (2024). Average daily time spent on social media worldwide 2012-2024 [Dataset]. https://www.statista.com/statistics/433871/daily-social-media-usage-worldwide/
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    Dataset updated
    Apr 10, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    How much time do people spend on social media? 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.

  2. Instagram users in the United Kingdom 2019-2028

    • statista.com
    • flwrdeptvarieties.store
    Updated Nov 22, 2024
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    Statista Research Department (2024). Instagram users in the United Kingdom 2019-2028 [Dataset]. https://www.statista.com/topics/3236/social-media-usage-in-the-uk/
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    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    The number of Instagram users in the United Kingdom was forecast to continuously increase between 2024 and 2028 by in total 2.1 million users (+7.02 percent). After the ninth consecutive increasing year, the Instagram user base is estimated to reach 32 million users and therefore a new peak in 2028. Notably, the number of Instagram users of was continuously increasing over the past years.User figures, shown here with regards to the platform instagram, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

  3. Pinterest users in the United Kingdom 2019-2028

    • statista.com
    • flwrdeptvarieties.store
    Updated Nov 22, 2024
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    Statista Research Department (2024). Pinterest users in the United Kingdom 2019-2028 [Dataset]. https://www.statista.com/topics/3236/social-media-usage-in-the-uk/
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    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    The number of Pinterest users in the United Kingdom was forecast to continuously increase between 2024 and 2028 by in total 0.3 million users (+3.14 percent). After the ninth consecutive increasing year, the Pinterest user base is estimated to reach 9.88 million users and therefore a new peak in 2028. Notably, the number of Pinterest users of was continuously increasing over the past years.User figures, shown here regarding the platform pinterest, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

  4. Number of LinkedIn users in the United Kingdom 2019-2028

    • statista.com
    • flwrdeptvarieties.store
    Updated Nov 22, 2024
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    Number of LinkedIn users in the United Kingdom 2019-2028 [Dataset]. https://www.statista.com/topics/3236/social-media-usage-in-the-uk/
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    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    The number of LinkedIn users in the United Kingdom was forecast to continuously increase between 2024 and 2028 by in total 1.5 million users (+4.51 percent). After the eighth consecutive increasing year, the LinkedIn user base is estimated to reach 34.7 million users and therefore a new peak in 2028. User figures, shown here with regards to the platform LinkedIn, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

  5. Instagram users in Central & Western Europe 2019-2028

    • statista.com
    Updated Nov 4, 2024
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    Statista Research Department (2024). Instagram users in Central & Western Europe 2019-2028 [Dataset]. https://www.statista.com/topics/4106/social-media-usage-in-europe/
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    Dataset updated
    Nov 4, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Western Europe
    Description

    The number of Instagram users in Central & Western Europe was forecast to increase between 2024 and 2028 by in total 4.5 million users (+3.52 percent). This overall increase does not happen continuously, notably not in 2028. The Instagram user base is estimated to amount to 132.21 million users in 2028. Notably, the number of Instagram users of was continuously increasing over the past years.User figures, shown here with regards to the platform instagram, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Instagram users in countries like Eastern Europe and Northern Europe.

  6. Mental health effects of social media for users in the U.S. 2024

    • statista.com
    Updated Nov 22, 2024
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    Mental health effects of social media for users in the U.S. 2024 [Dataset]. https://www.statista.com/statistics/1369032/mental-health-social-media-effect-us-users/
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    Dataset updated
    Nov 22, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 13, 2024
    Area covered
    United States
    Description

    According to a March 2024 survey conducted in the United States, 32 percent of adults reported feeling that social media had neither a positive nor negative effect on their own mental health. Only seven percent of social media users said that online platforms had a very positive effect on their mental health, while 12 percent of users said it had a very negative impact. Furthermore, 22 percent of respondents said social media had a somewhat negative effect on their mental health. Is social media addictive? A 2023 survey of individuals between 11 and 59 years old in the United States found that over 73 percent of TikTok users agreed that the platform was addictive. Furthermore, nearly 27 percent of those surveyed reported experiencing negative psychological effects related to TikTok use. Users belonging to Generation Z were the most likely to say that TikTok is addictive, yet millennials felt the negative effects of using the app more so than Gen Z. In the U.S., it is also not uncommon for social media users to take breaks from using online platforms, and as of March 2024, over a third of adults in the country had done so. Following mental health-related content Although online users may be aware of the negative and addictive aspects of social media, it is also a useful tool for finding supportive content. In a global survey conducted in 2023, 32 percent of social media users followed therapists and mental health professionals on social media. Overall, 24 percent of respondents said that they followed people on social media if they had the same condition as they did. Between January 2020 and March 2023, British actress and model Cara Delevingne was the celebrity mental health activist with the highest growth in searches tying her name to the topic.

  7. Facebook users in Central & Western Europe 2019-2028

    • statista.com
    Updated Nov 4, 2024
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    Statista Research Department (2024). Facebook users in Central & Western Europe 2019-2028 [Dataset]. https://www.statista.com/topics/4106/social-media-usage-in-europe/
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    Dataset updated
    Nov 4, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Western Europe
    Description

    The number of Facebook users in Central & Western Europe was forecast to decrease between 2024 and 2028 by in total 29.8 million users. This overall decrease does not happen continuously, notably not in 2026 and 2027. The Facebook user base is estimated to amount to 192.47 million users in 2028. Notably, the number of Facebook users of was continuously increasing over the past years.User figures, shown here regarding the platform facebook, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Facebook users in countries like Eastern Europe and Russia.

  8. Facebook users in Europe 2019-2028

    • statista.com
    Updated Nov 4, 2024
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    Statista Research Department (2024). Facebook users in Europe 2019-2028 [Dataset]. https://www.statista.com/topics/4106/social-media-usage-in-europe/
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    Dataset updated
    Nov 4, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Europe
    Description

    The number of Facebook users in Europe was forecast to continuously increase between 2024 and 2028 by in total 15.5 million users (+3.91 percent). According to this forecast, in 2028, the Facebook user base will have increased for the sixth consecutive year to 412.26 million users. User figures, shown here regarding the platform facebook, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Facebook users in countries like South America and North America.

  9. Instagram users in the Netherlands 2019-2028

    • statista.com
    Updated Feb 2, 2024
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    Statista Research Department (2024). Instagram users in the Netherlands 2019-2028 [Dataset]. https://www.statista.com/topics/5524/social-media-in-the-netherlands/
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    Dataset updated
    Feb 2, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Netherlands
    Description

    The number of Instagram users in the Netherlands was forecast to continuously decrease between 2024 and 2028 by in total 0.4 million users (-5.35 percent). According to this forecast, in 2028, the Instagram user base will have decreased for the seventh consecutive year to 7.1 million users. User figures, shown here with regards to the platform instagram, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Instagram users in countries like France and Luxembourg.

  10. Twitter users in Indonesia 2019-2028

    • statista.com
    Updated Mar 28, 2024
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    Statista Research Department (2024). Twitter users in Indonesia 2019-2028 [Dataset]. https://www.statista.com/topics/8306/social-media-in-indonesia/
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    Dataset updated
    Mar 28, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Indonesia
    Description

    The number of Twitter users in Indonesia was forecast to continuously increase between 2024 and 2028 by in total 1.4 million users (+6.14 percent). After the ninth consecutive increasing year, the Twitter user base is estimated to reach 24.25 million users and therefore a new peak in 2028. Notably, the number of Twitter users of was continuously increasing over the past years.User figures, shown here regarding the platform twitter, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Twitter users in countries like Malaysia and Singapore.

  11. Instagram users in Australia 2019-2028

    • statista.com
    Updated Mar 10, 2025
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    Statista Research Department (2025). Instagram users in Australia 2019-2028 [Dataset]. https://www.statista.com/topics/8628/social-media-in-australia/
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    Dataset updated
    Mar 10, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Australia
    Description

    The number of Instagram users in Australia was forecast to continuously decrease between 2024 and 2028 by in total 1.5 million users (-13.94 percent). According to this forecast, in 2028, the Instagram user base will have decreased for the sixth consecutive year to 9.27 million users. User figures, shown here with regards to the platform instagram, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Instagram users in countries like New Zealand and Fiji.

  12. Number of LinkedIn users in Australia 2019-2028

    • statista.com
    Updated Mar 10, 2025
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    Statista Research Department (2025). Number of LinkedIn users in Australia 2019-2028 [Dataset]. https://www.statista.com/topics/8628/social-media-in-australia/
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    Dataset updated
    Mar 10, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Australia
    Description

    The number of LinkedIn users in Australia was forecast to continuously increase between 2024 and 2028 by in total 0.5 million users (+3.74 percent). After the ninth consecutive increasing year, the LinkedIn user base is estimated to reach 13.89 million users and therefore a new peak in 2028. Notably, the number of LinkedIn users of was continuously increasing over the past years.User figures, shown here with regards to the platform LinkedIn, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of LinkedIn users in countries like Fiji and New Zealand.

  13. Instagram users in Indonesia 2019-2028

    • statista.com
    Updated Mar 28, 2024
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    Instagram users in Indonesia 2019-2028 [Dataset]. https://www.statista.com/topics/8306/social-media-in-indonesia/
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    Dataset updated
    Mar 28, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Indonesia
    Description

    The number of Instagram users in Indonesia was forecast to continuously increase between 2024 and 2028 by in total 5.3 million users (+4.25 percent). After the ninth consecutive increasing year, the Instagram user base is estimated to reach 129.83 million users and therefore a new peak in 2028. Notably, the number of Instagram users of was continuously increasing over the past years.User figures, shown here with regards to the platform instagram, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Instagram users in countries like Philippines and Thailand.

  14. Facebook users in Australia 2019-2028

    • statista.com
    Updated Mar 10, 2025
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    Statista Research Department (2025). Facebook users in Australia 2019-2028 [Dataset]. https://www.statista.com/topics/8628/social-media-in-australia/
    Explore at:
    Dataset updated
    Mar 10, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Australia
    Description

    The number of Facebook users in Australia was forecast to continuously decrease between 2024 and 2028 by in total 1.5 million users (-9.94 percent). After the eighth consecutive decreasing year, the Facebook user base is estimated to reach 13.62 million users and therefore a new minimum in 2028. User figures, shown here regarding the platform facebook, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Facebook users in countries like Fiji and New Zealand.

  15. YouTube users in Australia 2020-2029

    • statista.com
    Updated Mar 10, 2025
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    Statista Research Department (2025). YouTube users in Australia 2020-2029 [Dataset]. https://www.statista.com/topics/8628/social-media-in-australia/
    Explore at:
    Dataset updated
    Mar 10, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Australia
    Description

    The number of Youtube users in Australia was forecast to continuously increase between 2024 and 2029 by in total 0.4 million users (+2.6 percent). After the fifth consecutive increasing year, the Youtube user base is estimated to reach 15.81 million users and therefore a new peak in 2029. User figures, shown here regarding the platform youtube, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Youtube users in countries like Fiji and New Zealand.

  16. Snapchat users in Australia 2019-2028

    • statista.com
    Updated Mar 10, 2025
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    Statista Research Department (2025). Snapchat users in Australia 2019-2028 [Dataset]. https://www.statista.com/topics/8628/social-media-in-australia/
    Explore at:
    Dataset updated
    Mar 10, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Australia
    Description

    The number of snapchat users in Australia was forecast to continuously increase between 2024 and 2028 by in total 0.3 million users (+4.02 percent). After the ninth consecutive increasing year, the snapchat user base is estimated to reach 7.74 million users and therefore a new peak in 2028. Notably, the number of snapchat users of was continuously increasing over the past years.The user numbers, depicted here regarding the platform Snapchat, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

  17. Social media users as a percentage of the total population New Zealand...

    • statista.com
    Updated May 24, 2023
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    Statista (2023). Social media users as a percentage of the total population New Zealand 2015-2022 [Dataset]. https://www.statista.com/statistics/680698/new-zealand-social-media-penetration/
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    Dataset updated
    May 24, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    New Zealand
    Description

    In 2022, around 89 percent of the New Zealand population were active social media users. The social media penetration rate has continued to increase, in-line with the growing digitalization of the country. While not the most active country in the Asia Pacific region, New Zealand still ranked in the top ten in terms of social media penetration out of countries from Asia Pacific.

    How are Kiwis using social media?

    Most of the population use social media on a mobile device. With increasing smartphone usage and accessibility, current global trends look set to establish the standard for mobile-only social media usage in the near future. In fact, many social media services are better experienced on a mobile device.

    An average of one hour and 51 minutes per day were spent on social media by internet users in the country in 2020. This is much lower than the approximate four hours per day spent by online users in the Philippines.

    Which social media are the most popular?

    The most popular social networks in the country included YouTube, Facebook, and Instagram. YouTube and Facebook dominated the market, both with over 70 percent penetration rates. Facebook was popular among all age groups, with the highest number of Facebook users in the 25 to 34-year age group. Instagram has gained popularity with younger generations in the country.

  18. WhatsApp users in Indonesia 2020-2029

    • statista.com
    Updated Mar 28, 2024
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    Statista Research Department (2024). WhatsApp users in Indonesia 2020-2029 [Dataset]. https://www.statista.com/topics/8306/social-media-in-indonesia/
    Explore at:
    Dataset updated
    Mar 28, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Indonesia
    Description

    The number of WhatsApp users in Indonesia was forecast to continuously increase between 2024 and 2029 by in total 7.3 million users (+5.83 percent). After the ninth consecutive increasing year, the WhatsApp user base is estimated to reach 132.49 million users and therefore a new peak in 2029. Notably, the number of WhatsApp users of was continuously increasing over the past years.User figures, shown here regarding the platform whatsapp, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of WhatsApp users in countries like Vietnam and Malaysia.

  19. Time spent with media in the U.S. 2020, by age group

    • statista.com
    Updated May 29, 2024
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    Statista (2024). Time spent with media in the U.S. 2020, by age group [Dataset]. https://www.statista.com/statistics/233386/average-daily-media-use-of-us-adult-population-by-medium/
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    Dataset updated
    May 29, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    According to data collected during the first quarter of 2020, adults aged 18 to 34 spent more time browsing the web via smartphone than any other age group in the United States. Overall media consumption was highest among adults aged 50 to 64 during that period.

    Traditional media

    Traditional media is gradually losing its appeal to younger, more tech-savvy generations. While television consumption is highest among adults who have not grown up with the internet or other digital channels, young Millennials and Gen Z tend to prefer non-linear forms of news and entertainment. Data on the median age of media users in the U.S. showed that the average age of TV viewers and print magazine readers was higher than that of internet users in 2020, and similar generational trends can be observed in many digitally developed markets globally.

    Impact of COVID-19 on media usage

    The onset of the coronavirus (COVID-19) pandemic boosted media consumption across the United States and worldwide in 2020. While the average time spent with traditional media increased for the first time in over a decade, digital media consumption saw a particularly impressive spike that year due to remote working and schooling setups. In the following years, the gap between traditional and digital media consumption is expected to widen even further.

  20. f

    Hyperparameters for each classification model.

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    xls
    Updated Sep 26, 2024
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    Rodrigo Gutiérrez Benítez; Alejandra Segura Navarrete; Christian Vidal-Castro; Claudia Martínez-Araneda (2024). Hyperparameters for each classification model. [Dataset]. http://doi.org/10.1371/journal.pone.0310707.t007
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    xlsAvailable download formats
    Dataset updated
    Sep 26, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Rodrigo Gutiérrez Benítez; Alejandra Segura Navarrete; Christian Vidal-Castro; Claudia Martínez-Araneda
    License

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

    Description

    Over the last ten years, social media has become a crucial data source for businesses and researchers, providing a space where people can express their opinions and emotions. To analyze this data and classify emotions and their polarity in texts, natural language processing (NLP) techniques such as emotion analysis (EA) and sentiment analysis (SA) are employed. However, the effectiveness of these tasks using machine learning (ML) and deep learning (DL) methods depends on large labeled datasets, which are scarce in languages like Spanish. To address this challenge, researchers use data augmentation (DA) techniques to artificially expand small datasets. This study aims to investigate whether DA techniques can improve classification results using ML and DL algorithms for sentiment and emotion analysis of Spanish texts. Various text manipulation techniques were applied, including transformations, paraphrasing (back-translation), and text generation using generative adversarial networks, to small datasets such as song lyrics, social media comments, headlines from national newspapers in Chile, and survey responses from higher education students. The findings show that the Convolutional Neural Network (CNN) classifier achieved the most significant improvement, with an 18% increase using the Generative Adversarial Networks for Sentiment Text (SentiGan) on the Aggressiveness (Seriousness) dataset. Additionally, the same classifier model showed an 11% improvement using the Easy Data Augmentation (EDA) on the Gender-Based Violence dataset. The performance of the Bidirectional Encoder Representations from Transformers (BETO) also improved by 10% on the back-translation augmented version of the October 18 dataset, and by 4% on the EDA augmented version of the Teaching survey dataset. These results suggest that data augmentation techniques enhance performance by transforming text and adapting it to the specific characteristics of the dataset. Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.

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Statista (2024). Average daily time spent on social media worldwide 2012-2024 [Dataset]. https://www.statista.com/statistics/433871/daily-social-media-usage-worldwide/
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Average daily time spent on social media worldwide 2012-2024

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Dataset updated
Apr 10, 2024
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
Worldwide
Description

How much time do people spend on social media? 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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