100+ datasets found
  1. YouTube users worldwide 2020-2029

    • statista.com
    Updated Jul 7, 2025
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    Statista (2025). YouTube users worldwide 2020-2029 [Dataset]. https://www.statista.com/forecasts/1144088/youtube-users-in-the-world
    Explore at:
    Dataset updated
    Jul 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide, YouTube
    Description

    The global number of Youtube users in was forecast to continuously increase between 2024 and 2029 by in total ***** million users (+***** percent). After the ninth consecutive increasing year, the Youtube user base is estimated to reach *** billion users and therefore a new peak in 2029. Notably, the number of Youtube users of was continuously increasing over the past years.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 *** 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 Africa and South America.

  2. A YouTube Dataset with User-Level Usage Data

    • kaggle.com
    Updated May 28, 2025
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    Shruti Lall (2025). A YouTube Dataset with User-Level Usage Data [Dataset]. https://www.kaggle.com/datasets/shrutilall/a-youtube-dataset-with-user-level-usage-data
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 28, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Shruti Lall
    License

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

    Area covered
    YouTube
    Description

    This dataset contains anonymized logs of user-level YouTube viewing activity, collected via Amazon Mechanical Turk. Each user in the dataset provided at least six months of their YouTube watch history, enabling longitudinal analysis of personal viewing patterns.

    Each row in the dataset represents a single watch event and includes metadata such as: - the video ID - watch timestamp - whether the user was subscribed to the channel at the time - and whether the video was part of a playlist

    This dataset is intended to support research in user behavior modeling, content recommendation systems, temporal video engagement, and personalized analytics.

    The dataset accompanies the paper:

    "A YouTube dataset with user-level usage data: Baseline characteristics and key insights"
    Authors: Shruti Lall, Mohit Agarwal, Raghupathy Sivakumar
    Conference: IEEE ICC 2020 – International Conference on Communications

    If you use this dataset in your research, please cite the paper above.

  3. Countries with the most YouTube users 2025

    • statista.com
    • ai-chatbox.pro
    Updated Feb 17, 2025
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    Statista (2025). Countries with the most YouTube users 2025 [Dataset]. https://www.statista.com/statistics/280685/number-of-monthly-unique-youtube-users/
    Explore at:
    Dataset updated
    Feb 17, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Feb 2025
    Area covered
    Worldwide, YouTube
    Description

    As of February 2025, India was the country with the largest YouTube audience by far, with approximately 491 million users engaging with the popular social video platform. The United States followed, with around 253 million YouTube viewers. Brazil came in third, with 144 million users watching content on YouTube. The United Kingdom saw around 54.8 million internet users engaging with the platform in the examined period. What country has the highest percentage of YouTube users? In July 2024, the United Arab Emirates was the country with the highest YouTube penetration worldwide, as around 94 percent of the country's digital population engaged with the service. In 2024, YouTube counted around 100 million paid subscribers for its YouTube Music and YouTube Premium services. YouTube mobile markets In 2024, YouTube was among the most popular social media platforms worldwide. In terms of revenues, the YouTube app generated approximately 28 million U.S. dollars in revenues in the United States in January 2024, as well as 19 million U.S. dollars in Japan.

  4. b

    YouTube Revenue and Usage Statistics (2025)

    • businessofapps.com
    Updated May 22, 2018
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    Business of Apps (2018). YouTube Revenue and Usage Statistics (2025) [Dataset]. https://www.businessofapps.com/data/youtube-statistics/
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    Dataset updated
    May 22, 2018
    Dataset authored and provided by
    Business of Apps
    License

    Attribution-NonCommercial-NoDerivs 4.0 (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/
    License information was derived automatically

    Area covered
    YouTube
    Description

    YouTube was launched in 2005. It was founded by three PayPal employees: Chad Hurley, Steve Chen, and Jawed Karim, who ran the company from an office above a small restaurant in San Mateo. The first...

  5. YouTube Datasets

    • brightdata.com
    .json, .csv, .xlsx
    Updated Sep 12, 2024
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    Bright Data (2024). YouTube Datasets [Dataset]. https://brightdata.com/products/datasets/youtube
    Explore at:
    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    Sep 12, 2024
    Dataset authored and provided by
    Bright Datahttps://brightdata.com/
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide, YouTube
    Description

    Use our YouTube profiles dataset to extract both business and non-business information from public channels and filter by channel name, views, creation date, or subscribers. Datapoints include URL, handle, banner image, profile image, name, subscribers, description, video count, create date, views, details, and more. You may purchase the entire dataset or a customized subset, depending on your needs. Popular use cases for this dataset include sentiment analysis, brand monitoring, influencer marketing, and more.

  6. E

    How Many People Use YouTube? (2025)

    • electroiq.com
    Updated Jul 30, 2025
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    Electro IQ (2025). How Many People Use YouTube? (2025) [Dataset]. https://electroiq.com/stats/how-many-people-use-youtube/
    Explore at:
    Dataset updated
    Jul 30, 2025
    Dataset authored and provided by
    Electro IQ
    License

    https://electroiq.com/privacy-policyhttps://electroiq.com/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global, YouTube
    Description

    Introduction

    How Many People Use YouTube?: YouTube is one of the most popular websites in the world and offers the largest platform for video streaming today. For educational purposes, entertainment, news, or product reviews, YouTube has become the go-to for billions of users around the globe.

    In 2024, just how many people use YouTube? We will examine the latest YouTube statistical data for 2024 in terms of total users, demographics, country-wise statistics, consumption patterns, and usage of the platform for business, education, and entertainment.

  7. Youtube users in the United States 2017-2025

    • statista.com
    Updated Mar 3, 2025
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    Statista (2025). Youtube users in the United States 2017-2025 [Dataset]. https://www.statista.com/forecasts/1147203/youtube-users-in-the-united-states
    Explore at:
    Dataset updated
    Mar 3, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2017 - 2019
    Area covered
    United States
    Description

    In 2021, YouTube's user base in the United States amounts to approximately 203.80 million users. The number of YouTube users in the United States is projected to reach 219.28 million users by 2025. User figures 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).

  8. Top Youtube Artist

    • kaggle.com
    Updated Jan 12, 2023
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    Mrityunjay Pathak (2023). Top Youtube Artist [Dataset]. https://www.kaggle.com/datasets/themrityunjaypathak/top-youtube-artist
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 12, 2023
    Dataset provided by
    Kaggle
    Authors
    Mrityunjay Pathak
    License

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

    Area covered
    YouTube
    Description

    YouTube was created in 2005, with the first video – Me at the Zoo - being uploaded on 23 April 2005. Since then, 1.3 billion people have set up YouTube accounts. In 2018, people watch nearly 5 billion videos each day. People upload 300 hours of video to the site every minute.

    According to 2016 research undertaken by Pexeso, music only accounts for 4.3% of YouTube’s content. Yet it makes 11% of the views. Clearly, an awful lot of people watch a comparatively small number of music videos. It should be no surprise, therefore, that the most watched videos of all time on YouTube are predominantly music videos.

    On August 13, BTS became the most-viewed artist in YouTube history, accumulating over 26.7 billion views across all their official channels. This count includes all music videos and dance practice videos.

    Justin Bieber and Ed Sheeran now hold the records for second and third-highest views, with over 26 billion views each.

    Currently, BTS’s most viewed videos are their music videos for “**Boy With Luv**,” “**Dynamite**,” and “**DNA**,” which all have over 1.4 billion views.

    Headers of the Dataset Total = Total views (in millions) across all official channels Avg = Current daily average of all videos combined 100M = Number of videos with more than 100 million views

  9. YouTube's Channels Dataset

    • kaggle.com
    Updated Mar 31, 2021
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    HarshitHGupta (2021). YouTube's Channels Dataset [Dataset]. https://www.kaggle.com/datasets/harshithgupta/youtubes-channels-dataset
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 31, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    HarshitHGupta
    Area covered
    YouTube
    Description

    Context

    YouTube is an American online video-sharing platform headquartered in San Bruno, California. The service, created in February 2005 by three former PayPal employees—Chad Hurley, Steve Chen, and Jawed Karim—was bought by Google in November 2006 for US$1.65 billion and now operates as one of the company's subsidiaries. YouTube is the second most-visited website after Google Search, according to Alexa Internet rankings.

    YouTube allows users to upload, view, rate, share, add to playlists, report, comment on videos, and subscribe to other users. Available content includes video clips, TV show clips, music videos, short and documentary films, audio recordings, movie trailers, live streams, video blogging, short original videos, and educational videos.

    YouTube (the world-famous video sharing website) maintains a list of the top trending videos on the platform. According to Variety magazine, “To determine the year’s top-trending videos, YouTube uses a combination of factors including measuring users interactions (number of views, shares, comments, and likes). Note that they’re not the most-viewed videos overall for the calendar year”. Top performers on the YouTube trending list are music videos (such as the famously virile “Gangam Style”), celebrity and/or reality TV performances, and the random dude-with-a-camera viral videos that YouTube is well-known for.

    This dataset is a daily record of the top trending YouTube videos.

    Note that this dataset is a structurally improved version of this dataset.

    Acknowledgements

    This dataset was collected using the YouTube API. This Description is cited in Wikipedia.

  10. BBC YouTube Videos Metadata

    • kaggle.com
    zip
    Updated Aug 13, 2020
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    Gabriel Preda (2020). BBC YouTube Videos Metadata [Dataset]. https://www.kaggle.com/gpreda/bbc-youtube-videos-metadata
    Explore at:
    zip(1856076 bytes)Available download formats
    Dataset updated
    Aug 13, 2020
    Authors
    Gabriel Preda
    License

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

    Description

    Introduction

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F769452%2F3c07321245b5cbec0dad06a5d9c3201d%2Fssssss.png?generation=1597339315897882&alt=media" alt="">

    The data id collected using YouTube Data Tools from BBC YouTube channel. It shows information about all videos from this channel, starting with 2007.

    Data collection

    Using YouTube Data Tools one can access the metadata for YouTube channels, videos, comments, upvotes.

    References

    Inspiration

    Use this amazing dataset to analyze the impact of these videos, by looking to view, like, dislike, favorite, comments. Try to understand from description of the video if some subjects have larger impact. Factor-in the ”age” of each video, with this amazing dataset collecting video metadata starting from 2007.

  11. Youtube users in the United Kingdom 2017-2025

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Youtube users in the United Kingdom 2017-2025 [Dataset]. https://www.statista.com/forecasts/1145489/youtube-users-in-the-united-kingdom
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2017 - 2019
    Area covered
    United Kingdom
    Description

    In 2021, YouTube's user base in the United Kingdom amounts to approximately ***** million users. The number of YouTube users in the United Kingdom is projected to reach ***** million users by 2025. User figures 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 *** 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).

  12. Top 1000 YouTube Channels in the World 🌐📊🎥

    • kaggle.com
    Updated Jun 25, 2024
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    Mayank Anand (2024). Top 1000 YouTube Channels in the World 🌐📊🎥 [Dataset]. https://www.kaggle.com/datasets/mayankanand2701/top-1000-youtube-channels-in-the-world/data
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 25, 2024
    Dataset provided by
    Kaggle
    Authors
    Mayank Anand
    License

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

    Area covered
    YouTube
    Description

    YouTube is the world's largest video-sharing platform, launched in 2005. It allows users to upload, view, and share videos, and has grown to be a central hub for content creators across various fields, including entertainment, education, music, and more. With over 2 billion logged-in users monthly, YouTube has become an essential platform for digital content and marketing.

    The Top 1000 YouTube Channels Dataset captures detailed information about the top-performing YouTube channels globally. This dataset includes the following columns:

    • Rank : The ranking of the YouTube channel based on its overall popularity and performance.
    • Youtuber : The name of the YouTuber or the title of the YouTube channel.
    • Subscribers : The total number of subscribers to the channel, indicating its reach and popularity.
    • Video Views : The total number of video views the channel has accumulated, reflecting its engagement and audience interaction.
    • Video Count : The total number of videos uploaded by the channel, showing the content volume produced.
    • Category : The genre or category the channel belongs to, such as music, education, entertainment, etc.
    • Started : The year the channel was created, providing insight into its longevity and growth over time.

    This dataset is invaluable for analyzing trends, understanding content strategies, and benchmarking channel performances within the YouTube ecosystem.

  13. i

    Data from: YouTube Video Network Dataset for Israel-Hamas War

    • ieee-dataport.org
    Updated Dec 23, 2023
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    Thejas T (2023). YouTube Video Network Dataset for Israel-Hamas War [Dataset]. https://ieee-dataport.org/documents/youtube-video-network-dataset-israel-hamas-war
    Explore at:
    Dataset updated
    Dec 23, 2023
    Authors
    Thejas T
    License

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

    Area covered
    Israel, YouTube
    Description

    Over the past few years YouTube has became a popular site for video broadcasting and earning money by publishing various different skills in the form of videos. For some people it has become a main source to earn money. Getting the videos trending among the viewers is one of the major tasks which each and every content creator wants. Popularity of any video and its reach to the audience is completely based on YouTube's Recommendation algorithm. This document is a dataset descriptor for the dataset collected over the time span of about 45 days during the Israel-Hamas War

  14. s

    Data from: Facebook Users

    • searchlogistics.com
    Updated Apr 1, 2025
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    (2025). Facebook Users [Dataset]. https://www.searchlogistics.com/learn/statistics/social-media-user-statistics/
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    Dataset updated
    Apr 1, 2025
    License

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

    Description

    Facebook is fast approaching 3 billion monthly active users. That’s about 36% of the world’s entire population that log in and use Facebook at least once a month.

  15. YouTube Trending Video Dataset (updated daily)

    • kaggle.com
    zip
    Updated Apr 15, 2024
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    Rishav Sharma (2024). YouTube Trending Video Dataset (updated daily) [Dataset]. https://www.kaggle.com/rsrishav/youtube-trending-video-dataset
    Explore at:
    zip(0 bytes)Available download formats
    Dataset updated
    Apr 15, 2024
    Authors
    Rishav Sharma
    License

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

    Area covered
    YouTube
    Description

    This dataset is a daily record of the top trending YouTube videos and it will be updated daily.

    Context

    YouTube maintains a list of the top trending videos on the platform. According to Variety magazine, “To determine the year’s top-trending videos, YouTube uses a combination of factors including measuring users interactions (number of views, shares, comments and likes). Note that they’re not the most-viewed videos overall for the calendar year”.

    Note that this dataset is a structurally improved version of this dataset.

    Content

    This dataset includes several months (and counting) of data on daily trending YouTube videos. Data is included for the IN, US, GB, DE, CA, FR, RU, BR, MX, KR, and JP regions (India, USA, Great Britain, Germany, Canada, France, Russia, Brazil, Mexico, South Korea, and, Japan respectively), with up to 200 listed trending videos per day.

    Each region’s data is in a separate file. Data includes the video title, channel title, publish time, tags, views, likes and dislikes, description, and comment count.

    The data also includes a category_id field, which varies between regions. To retrieve the categories for a specific video, find it in the associated JSON. One such file is included for each of the 11 regions in the dataset.

    For more information on specific columns in the dataset refer to the column metadata.

    Acknowledgements

    This dataset was collected using the YouTube API. This dataset is the updated version of Trending YouTube Video Statistics.

    Inspiration

    Possible uses for this dataset could include: - Sentiment analysis in a variety of forms - Categorizing YouTube videos based on their comments and statistics. - Training ML algorithms like RNNs to generate their own YouTube comments. - Analyzing what factors affect how popular a YouTube video will be. - Statistical analysis over time .

    For further inspiration, see the kernels on this dataset!

  16. YouTube users in India 2020-2029

    • statista.com
    Updated Mar 3, 2025
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    Statista (2025). YouTube users in India 2020-2029 [Dataset]. https://www.statista.com/forecasts/1146150/youtube-users-in-india
    Explore at:
    Dataset updated
    Mar 3, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    India
    Description

    The number of Youtube users in India was forecast to continuously increase between 2024 and 2029 by in total 222.2 million users (+34.88 percent). After the ninth consecutive increasing year, the Youtube user base is estimated to reach 859.26 million users and therefore a new peak in 2029. Notably, the number of Youtube users of was continuously increasing over the past years.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 Sri Lanka and Nepal.

  17. YouTube Dislikes Dataset

    • kaggle.com
    Updated Dec 17, 2021
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    Dmytro Nikolaiev (2021). YouTube Dislikes Dataset [Dataset]. https://www.kaggle.com/dmitrynikolaev/youtube-dislikes-dataset/metadata
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Dec 17, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Dmytro Nikolaiev
    License

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

    Area covered
    YouTube
    Description

    YouTube Dislikes Dataset

    This dataset contains information about trending YouTube videos from August 2020 to December 2021 for the USA, Canada, and Great Britain.

    Context and Content

    Youtube announced the decision to hide the number of dislikes from users around November 2021. However, the official YouTube Data API allowed you to get information about dislikes until December 13, 2021.

    This dataset contains the latest possible information about dislikes, which was collected just before December 13. The information was collected by videos that had been trending in the USA, Canada, and Great Britain for a year prior.

    The information is aimed at the English audience. In particular, all non-ASCII and non-Latin characters have been removed from the text fields.

    The comments were received using the following query and combined into one string:

    request = youtube.commentThreads().list(
            part="snippet",
            maxResults=20,
            order="relevance",
            textFormat="plainText",
            videoId=video_id)
    response = request.execute()
    

    order=relevance parameter is ignored when videoId is specified, so, basically, it's 20 random comments.

    The code used to collect this dataset is available here.

    To know more visit this GitLab repo.

    Acknowledgements

    This dataset was collected using the official YouTube Data API v3. Unique video IDs were extracted from YouTube Trending Video Dataset. Banner image - photo by Alexander Shatov on Unsplash.

    Inspiration

    Possible uses of this dataset may include a wide range of tasks: - Exploratory Data Analysis and Sentiment Analysis - Clustering YouTube videos - Training neural networks to analyze comments or video descriptions - and so on

  18. Youtube users in Vietnam 2017-2025

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Youtube users in Vietnam 2017-2025 [Dataset]. https://www.statista.com/forecasts/1146013/youtube-users-in-vietnam
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2017 - 2019
    Area covered
    Vietnam
    Description

    In 2021, YouTube's user base in Vietnam amounts to approximately ***** million users. The number of YouTube users in Vietnam is projected to reach ***** million users by 2025. User figures 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 *** 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).

  19. h

    first-impressions-v2

    • huggingface.co
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    Yeray, first-impressions-v2 [Dataset]. https://huggingface.co/datasets/yeray142/first-impressions-v2
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    Authors
    Yeray
    License

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

    Description

    Dataset Card for First Impressions V2

    The first impressions data set, comprises 10000 clips (average duration 15s) extracted from more than 3,000 different YouTube high-definition (HD) videos of people facing and speaking in English to a camera. The videos are split into training, validation and test sets with a 3:1:1 ratio. People in videos show different gender, age, nationality, and ethnicity. Videos are labeled with personality traits variables. Amazon Mechanical Turk (AMT) was… See the full description on the dataset page: https://huggingface.co/datasets/yeray142/first-impressions-v2.

  20. E

    Data from: English YouTube Hate Speech Corpus

    • live.european-language-grid.eu
    binary format
    Updated Oct 13, 2021
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    (2021). English YouTube Hate Speech Corpus [Dataset]. https://live.european-language-grid.eu/catalogue/corpus/20160
    Explore at:
    binary formatAvailable download formats
    Dataset updated
    Oct 13, 2021
    License

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

    Area covered
    YouTube
    Description

    We present an English YouTube dataset manually annotated for hate speech types and targets. The comments to be annotated were sampled from the English YouTube comments on videos about the Covid-19 pandemic in the period from January 2020 to May 2020. Two sets were annotated: a training set with 51,655 comments (IMSyPP_EN_YouTube_comments_train.csv) and two evaluation sets, one annotated in-context (IMSyPP_EN_YouTube_comments_evaluation_context.csv), another out-of-context (IMSyPP_EN_YouTube_comments_evaluation_no_context.csv), each based on the same 10,759 comments. The dataset was annotated by 10 annotators with most (99.9%) of the comments being annotated by two annotators. It was used to train a classification model for hate speech types detection that is publicly available at the following URL: https://huggingface.co/IMSyPP/hate_speech_en.

    The dataset consists of the following fields: Video_ID - YouTube ID of the video under which the comment was posted Comment_ID - YouTube ID of the comment Text - text of the comment Type - type of hate speech Target - the target of hate speech Annotator - code of the human annotator

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Statista (2025). YouTube users worldwide 2020-2029 [Dataset]. https://www.statista.com/forecasts/1144088/youtube-users-in-the-world
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YouTube users worldwide 2020-2029

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51 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jul 7, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
Worldwide, YouTube
Description

The global number of Youtube users in was forecast to continuously increase between 2024 and 2029 by in total ***** million users (+***** percent). After the ninth consecutive increasing year, the Youtube user base is estimated to reach *** billion users and therefore a new peak in 2029. Notably, the number of Youtube users of was continuously increasing over the past years.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 *** 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 Africa and South America.

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