100+ datasets found
  1. 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...

  2. E

    List Of Vital YouTube Statistics Marketers Should Not Ignore In 2023

    • enterpriseappstoday.com
    Updated Oct 10, 2023
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    EnterpriseAppsToday (2023). List Of Vital YouTube Statistics Marketers Should Not Ignore In 2023 [Dataset]. https://www.enterpriseappstoday.com/stats/youtube-statistics.html
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    Dataset updated
    Oct 10, 2023
    Dataset authored and provided by
    EnterpriseAppsToday
    License

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

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

    Key YouTube Statistics (Editor’s Choice) YouTube recorded 70 billion monthly active users in March 2023, which includes 55.10% of worldwide active social media users. There have been more than 14 million daily active users currently on YouTube, in the United States of America this platform is accessed by 62% of users. YouTube is touted as the second largest search engine and the second most visited website after Google. Revenue earned by YouTube in the first two quarters of 2023 is around $14.358 billion. In 2023, YouTube Premium and YouTube Music have recorded 80 million subscribers collectively worldwide. YouTube consumers view more than a billion hours of video per day. YouTube has more than 38 million active channels. In the fourth quarter of 2021, YouTube ad revenue has been $8.6 billion. Around 3 million paid subscribers to access YouTube TV. YouTube Premium has around 1 billion paid users. In 2023, YouTube was banned in countries such as China excluding Macau and Hong Kong, Eritrea, Iran, North Korea, Turkmenistan, and South Sudan. With 166 million downloads, the YouTube app has become the second most downloaded entertainment application across the world after Netflix. With 91 million downloads, YouTube Kids has become the sixth most downloaded entertainment app in the world. Nearly 90% of digital consumers access YouTube in the US, making it the most popular social network for watching video content. Over 70% of YouTube viewership takes place on its mobile application. More than 70% of YouTube video content watched by people is suggested by its algorithm. The average duration of a video on YouTube is 12 minutes. An average YouTube user spends 20 minutes and 23 seconds on the platform daily. Around 28% of YouTube videos that are published by popular channels are in the English language. 77% of YouTube users watch comedy content on the platform. With 247 million subscribers, T-Series has become the most subscribed channel on YouTube. Around 50 million users log on to YouTube every day. YouTube's biggest concurrent views record has been at 2.3 billion from when SpaceX has gone live on the platform to unveil Falcon Heavy Rocket. The majority of YouTube users are in the age group of 15 to 35 years in the US. The male-female ratio of YouTube users is 11:9. Apple INC. has been touted as the biggest advertiser on YouTube in 2020 spending $237.15 million. YouTube produced total revenue of $19.7 billion in 2020. As of 2021, the majority of YouTube users (467 million) are from India. It is the most popular platform in the United States with 74 percent of adult users. YouTube contributes to nearly 25% of mobile traffic worldwide. Daily live streaming on YouTube has increased by 45% in total in 2020. In India, around 225 million people are active on the platform each hour as per the 2021 statistics. YouTube Usage and Viewership Statistics #1. YouTube accounts for more than 2 billion monthly active users Around 2.7 billion users log on to YouTube each month. The number of monthly active users of YouTube is expected to grow even further. #2. Around 14.3 billion people visit the platform every month The number of YouTube visitors is far higher compared to Facebook, Amazon, and Instagram. #3. YouTube is accessible across 100 countries in 80 languages. The platform is widely available across different communities and nations. #4. 53.9% of YouTube users are men and 46.1% of women use the platform As of 2023 statistics, 53.9% of men use the platform and 46.1% of women over 18 years are on YouTube. The share in the number of males and females is 1.38 billion and 1.18 billion respectively. Age Group Male Female 18 to 24 8.5% 6% 25 to 34 11.6% 8.6% 35 to 44 9% 7.5% 45 to 54 6.2% 5.7% 55 to 64 4.4% 4.5% Above 65 4.3% 5.4% #5. 99% of YouTube users are active on other social media networks as well. Fewer than 1% of YouTube users are solely dependent on the platform. #6. Users spend around 20 minutes and 23 seconds per day on YouTube on average It is quite a generous amount of time spent on any social network platform. #7. YouTube is the second most visited site worldwide With more than 14 billion visits per month, YouTube has become the second most visited site in the world. However, its parent company Google is the most visited site across the globe. As per the statistics, YouTube is the third most popular searched word on Google. #8. 694000 hours of video content are streamed on YouTube per minute YouTube has outweighed Netflix as well in terms of streaming video content. #9. Over 81% of total internet users have accessed YouTube #10. Nearly 450 million hours of video content are uploaded on YouTube each hour More than 5 billion videos are watched on YouTube per day. #11. India has the maximum numb

  3. YouTube Shorts and videos engagement 2024, by account size

    • statista.com
    • tokrwards.com
    Updated Jan 28, 2025
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    Statista Research Department (2025). YouTube Shorts and videos engagement 2024, by account size [Dataset]. https://www.statista.com/topics/2019/youtube/
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    Dataset updated
    Jan 28, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    YouTube
    Description

    During the first quarter of 2024, Huge YouTube accounts, which had over 50,000 followers, reported an engagement rate of approximately 6.2 percent on their short-format content. In comparison, engagement was sensibly lower on long-format videos, which reported an engagement rate of 1.72 percent for Huge accounts. Medium YouTube accounts, which had a following between 2,001 and 10,000 users, reported engagement ratings of almost three percent on their Shorts, while long videos had an engagement of around 0.15 percent.

  4. Global YouTube Statistics 2023

    • kaggle.com
    Updated Aug 27, 2023
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    Ahmad Makhdoomi (2023). Global YouTube Statistics 2023 [Dataset]. https://www.kaggle.com/datasets/ahmadmakhdoomi/global-youtube-statistics-2023
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 27, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Ahmad Makhdoomi
    Area covered
    YouTube
    Description

    Dataset

    This dataset was created by Ahmad Makhdoomi

    Contents

  5. YouTube: distribution of global audiences 2025, by gender

    • statista.com
    • tokrwards.com
    Updated Jan 28, 2025
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    Statista Research Department (2025). YouTube: distribution of global audiences 2025, by gender [Dataset]. https://www.statista.com/topics/2019/youtube/
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    Dataset updated
    Jan 28, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    YouTube
    Description

    As of February 2025, approximately 54 percent of YouTube users were male. By comparison, female users on the popular social video platform were approximately 46 percent of the total. In the last examined period, the United Arab Emirates and Israel were among the country with the highest YouTube penetration worldwide.

  6. MrBeast Youtube Stats and subtitles

    • kaggle.com
    Updated Mar 24, 2023
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    dissfya (2023). MrBeast Youtube Stats and subtitles [Dataset]. https://www.kaggle.com/datasets/dissfya/mr-beast-youtube-stats-and-subtitles
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 24, 2023
    Dataset provided by
    Kaggle
    Authors
    dissfya
    License

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

    Area covered
    YouTube
    Description

    This dataset contains statistics about 700+ videos from Mr.Beast's YouTube channel.

    Don't Forget to share your feedback ❤️.

    Make an upvote👍 If you found it useful.

    The data contains title, id, publication date and time, description, views, likes, comments, duration in seconds and subtitles for each video.

    Daily pull data here: https://www.kaggle.com/datasets/dissfya/mrbeast-youtube-stats-daily-pull

  7. Countries with the most YouTube users 2025

    • statista.com
    • tokrwards.com
    • +1more
    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/
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    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.

  8. YouTube: most subscribed channels 2025

    • statista.com
    • tokrwards.com
    Updated Sep 4, 2025
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    Statista (2025). YouTube: most subscribed channels 2025 [Dataset]. https://www.statista.com/statistics/277758/most-popular-youtube-channels-ranked-by-subscribers/
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    Dataset updated
    Sep 4, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2025
    Area covered
    Worldwide, YouTube
    Description

    What is the most subscribed YouTube channel? MrBeast made the first place in the ranking of the most-subscribed YouTube channels in January 2025. With 343 million subscribers, the U.S. based videographer and internet personality managed to surpass Indian music network T-Series, which held the number one place for several years, and sat at 284 million subscriber as of the examined period. How many hours of video are uploaded to YouTube every minute? YouTube was launched in 2005 as a platform for sharing user-generated videos such as vlogs, tutorials, or original series. The site grew rapidly and reportedly had 100 million video views per day and more than 65 thousand daily uploads only a year later. As of February 2022, more than 500 hours of video were uploaded to YouTube every minute, up from a mere 24 hours of content uploads per minute in 2010. YouTube Partner Program In the first quarter of 2024, YouTube’s ad revenue amounted to over eight billion U.S. dollars. Through its Partner Program, YouTube also rewards uploaders of popular videos with a share of the advertising revenues the content generates. This, paired with the fact that many users of the video sharing platform tend to have favorite channels that they revisit regularly, has given rise to another phenomenon: YouTube celebrities. Although some of these well-known figures were discovered on the website but then carved a successful career outside of YouTube, for many others the site is their primary platform for delivering content and staying in contact with fans, all while signing lucrative deals or promotional partnerships. Highest earning YouTubers In November 2022, MrBeast surpassed long-standing most subscribed YouTuber PewDiePie, having reached approximately 112 million subscribers. Due to the high number of subscribers and even higher number of views, these out-of-the-box stars not only have millions of fans, but also considerable earnings from their YouTube activities. In 2023, MrBeast was estimated to have earned around 82 million U.S. dollars, topping the ranking of the highest-earning YouTube creators. The ranking also included social media personality Jake Paul and Mark Fischbach, as well as Ryan Kaji from Ryan's World (formerly known as ToysReview), who started his YouTube career reviewing toys at three years old.

  9. 2023 Global Youtube Statistics

    • kaggle.com
    Updated Jan 15, 2024
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    Phani (2024). 2023 Global Youtube Statistics [Dataset]. https://www.kaggle.com/datasets/phani038/2023-global-youtube-statistics/discussion
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 15, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Phani
    License

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

    Area covered
    YouTube
    Description

    rank: Position of the YouTube channel based on the number of subscribers Youtuber: Name of the YouTube channel subscribers: Number of subscribers to the channel video views: Total views across all videos on the channel category: Category or niche of the channel Title: Title of the YouTube channel uploads: Total number of videos uploaded on the channel Country: Country where the YouTube channel originates Abbreviation: Abbreviation of the country channel_type: Type of the YouTube channel (e.g., individual, brand) video_views_rank: Ranking of the channel based on total video views country_rank: Ranking of the channel based on the number of subscribers within its country channel_type_rank: Ranking of the channel based on its type (individual or brand) video_views_for_the_last_30_days: Total video views in the last 30 days lowest_monthly_earnings: Lowest estimated monthly earnings from the channel highest_monthly_earnings: Highest estimated monthly earnings from the channel lowest_yearly_earnings: Lowest estimated yearly earnings from the channel highest_yearly_earnings: Highest estimated yearly earnings from the channel subscribers_for_last_30_days: Number of new subscribers gained in the last 30 days created_year: Year when the YouTube channel was created created_month: Month when the YouTube channel was created created_date: Exact date of the YouTube channel's creation Gross tertiary education enrollment (%): Percentage of the population enrolled in tertiary education in the country Population: Total population of the country Unemployment rate: Unemployment rate in the country Urban_population: Percentage of the population living in urban areas Latitude: Latitude coordinate of the country's location Longitude: Longitude coordinate of the country's location

    Potential Use Cases

    YouTube Analytics: Gain valuable insights into the success factors of top YouTube channels and understand what sets them apart from the rest. Content Strategy: Discover the most popular categories and upload frequencies that resonate with audiences. Regional Influencers: Identify influential YouTube creators from different countries and analyze their impact on a global scale. Earnings Analysis: Explore the correlation between channel performance and estimated earnings. Geospatial Visualization: Visualize the distribution of successful YouTube channels on a world map and uncover geographical trends. Trending Topics: Investigate how certain categories gain popularity over time and correlate with world events.

  10. m

    YouTube Statistics and Facts

    • market.biz
    Updated Jul 25, 2025
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    Market.biz (2025). YouTube Statistics and Facts [Dataset]. https://market.biz/youtube-statistics/
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    Dataset updated
    Jul 25, 2025
    Dataset provided by
    Market.biz
    License

    https://market.biz/privacy-policyhttps://market.biz/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Europe, Australia, South America, Africa, ASIA, North America, YouTube
    Description

    Introduction

    YouTube Statistics: YouTube dominates the digital landscape with 2.70 billion monthly active users among the world population in mid-2025, making it the second-largest search engine after Google and the second social platform, following Facebook, across the world.

    People watch more than 1 billion hours of video on YouTube, that’s a million years of attention span. With over 20 million new videos uploaded to the platform every day, the YouTube content ecosystem is practically endless. Short-form video lovers have not been ignored.

    With an astonishing 70 billion views a day on YouTube shorts, these viewers are generating a new level of interactions and engagement across the platform. Of course, mobile dominates; 63% of watch time happens on mobile devices. With over 100 million subscribers to YouTube Premium and YouTube Music, in addition to free, YouTube is indeed a premium entertainment platform.

  11. Youtube Views Prediction

    • kaggle.com
    Updated Dec 11, 2024
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    Anggun Dwi Lestari (2024). Youtube Views Prediction [Dataset]. http://doi.org/10.34740/kaggle/ds/6121948
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Dec 11, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Anggun Dwi Lestari
    Area covered
    YouTube
    Description

    About the Dataset : Youtube Views Prediction

    This dataset contains information about trending YouTube videos from multiple countries, providing valuable insights for predicting video popularity based on various attributes. The dataset includes both numerical and categorical features that are essential for analyzing viewer behavior, engagement, and trends in content creation. The original source of this dataset can be found at : https://www.kaggle.com/datasets/datasnaek/youtube-new/data

    Columns and Their Descriptions:

    title: The title of the YouTube video.
    channel_title: Name of the channel that published the video.
    trending_date: The date the video started trending.
    publish_date: The original upload date of the video.
    publish_time: The exact time the video was published.
    views: The total number of views the video received.
    likes: The number of likes the video received.
    dislikes: The number of dislikes the video received.
    comment_count: The total number of comments on the video.
    tags: Keywords or tags associated with the video, helping discoverability.
    description: A detailed text description provided by the uploader.
    category_id: The category assigned to the video (e.g., Music, Gaming, News).

    Business Goals :

    Predicting the number of views on youtube videos based on video attributes. The goal is to develop a model that can accurately predict the number of views a video will receive, using various video attributes such as likes, shares, comments, video duration, and more.

    Business Metrics :

    1. RMSE (Root Mean Squared Error) RMSE is a metric that measures the magnitude of the error between the values predicted by the model (Predicted Views) and the actual values (Actual Views). The lower the RMSE value, the more accurate the model's predictions.

    2. R² (Coefficient of Determination) R² measures the extent to which the model can explain the variation in the data. R² values range from 0 to 1, where 1 means the model can explain all the variation in the number of views based on the given attributes, and 0 means the model cannot explain the variation. The higher the R², the better the model is at predicting views and the more relevant the features used in the model.

    Model & Evaluation

    The machine learning model was evaluated using several approaches, including different pre-processing techniques and multiple ML models. Ultimately, the chosen model for this analysis is the Random Forest Regressor. The final evaluation results show an RMSE of 630.741, indicating an average prediction error of approximately 630.741 units. Additionally, the R² score is 0.9623, meaning that the model explains 96.23% of the variance in the data (number of views). These results were deemed satisfactory and were selected as the final modeling approach for the system and its potential future applications.

    📢 Published on : My LinkedIn

  12. w

    Unleashed You tube channel statistics

    • data.wu.ac.at
    • researchdata.edu.au
    csv
    Updated Oct 27, 2016
    + more versions
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    South Australian Governments (2016). Unleashed You tube channel statistics [Dataset]. https://data.wu.ac.at/schema/data_gov_au/NTI1ZTU5MTctMGI5NC00MjcxLTgxYWEtMTZiMGRiOThkMmRi
    Explore at:
    csvAvailable download formats
    Dataset updated
    Oct 27, 2016
    Dataset provided by
    South Australian Governments
    License

    Attribution 3.0 (CC BY 3.0)https://creativecommons.org/licenses/by/3.0/
    License information was derived automatically

    Description

    This dataset contains statistics related to the Unleashed You tube channel (UnleashedADL). Unleashed is an open data competition, an initiative of the Office for Digital Government, Department of the Premier and Cabinet. The data is used to monitor the level of engagement activity with the audience, and make the communication effective in regards to the event.

  13. e

    YouTube Creator Statistics

    • ersy.com
    Updated May 2, 2015
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    (2015). YouTube Creator Statistics [Dataset]. https://ersy.com/
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    Dataset updated
    May 2, 2015
    Description

    Comprehensive YouTube subscriber data for content creators

  14. m

    YouTube Users Statistics and Facts

    • market.biz
    Updated Jul 25, 2025
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    Market.biz (2025). YouTube Users Statistics and Facts [Dataset]. https://market.biz/youtube-users-statistics/
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    Dataset updated
    Jul 25, 2025
    Dataset provided by
    Market.biz
    License

    https://market.biz/privacy-policyhttps://market.biz/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    South America, Europe, Australia, ASIA, North America, Africa, YouTube
    Description

    Introduction

    YouTube Users statistics: YouTube has over 2.70 billion monthly active users. It indicates that more than one-third of the world’s population and around 47% of the online global population. With a 54% of male user base, India ranks at #1 in terms of YouTube users with 491 million active users, followed by the United States with 253 million and Brazil with 144 million users.

    YouTube.com becomes the second most visited website with around 77.52 billion visits on its website. With features like YouTube shorts and YouTube music, YouTube gained a massive popularity even in the smallest cities of most countries. With more than 8 million subscribers, YouTube TV extends its reach among Gen Z and millennials. With a great vision to turn YouTube’s next frontier into the living room, YouTube’s chief executive officer, Neal Mohan, is giving his best to deliver a world-class subscription experience.

  15. Hours of video uploaded to YouTube every minute 2007-2022

    • statista.com
    Updated Jun 20, 2025
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    Statista (2025). Hours of video uploaded to YouTube every minute 2007-2022 [Dataset]. https://www.statista.com/statistics/259477/hours-of-video-uploaded-to-youtube-every-minute/
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    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2007 - Jun 2022
    Area covered
    Worldwide, YouTube
    Description

    As of June 2022, more than *** hours of video were uploaded to YouTube every minute. This equates to approximately ****** hours of newly uploaded content per hour. The amount of content on YouTube has increased dramatically as consumer’s appetites for online video has grown. In fact, the number of video content hours uploaded every 60 seconds grew by around ** percent between 2014 and 2020. YouTube global users Online video is one of the most popular digital activities worldwide, with ** percent of internet users worldwide watching more than ** hours of online videos on a weekly basis in 2023. It was estimated that in 2023 YouTube would reach approximately *** million users worldwide. In 2022, the video platform was one of the leading media and entertainment brands worldwide, with a value of more than ** billion U.S. dollars. YouTube video content consumption The most viewed YouTube channels of all time have racked up billions of viewers, millions of subscribers and cover a wide variety of topics ranging from music to cosmetics. The YouTube channel owner with the most video views is Indian music label T-Series, which counted ****** billion lifetime views. Other popular YouTubers are gaming personalities such as PewDiePie, DanTDM and Markiplier.

  16. m

    YouTube Shorts Statistics and Facts

    • market.biz
    Updated Jul 25, 2025
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    Market.biz (2025). YouTube Shorts Statistics and Facts [Dataset]. https://market.biz/youtube-shorts-statistics/
    Explore at:
    Dataset updated
    Jul 25, 2025
    Dataset provided by
    Market.biz
    License

    https://market.biz/privacy-policyhttps://market.biz/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    ASIA, Australia, South America, Europe, North America, Africa, YouTube
    Description

    Introduction

    YouTube Shorts statistics: YouTube Shorts is currently everywhere, and if you are genuinely committed to expanding your reach in 2025, it is essential that you do not overlook it. Billions of views are generated each day, creators are achieving rapid success, and brands are eagerly participating to connect with new audiences.

    YouTube Shorts has swiftly established itself as a primary platform for short videos, transforming the way creators present their content and interact with their audience. As an increasing number of individuals seek brief, engaging content, YouTube Shorts is not only influencing new viewing patterns but also providing opportunities for creators to expand their reach and generate income.

    At present, the platform has approximately 2 billion monthly active users and around 70 million daily active users. Especially, a majority of Shorts viewers are male, with nearly 40% of them aged between 25 and 44.

  17. Youtube video statistics for 1 million videos

    • kaggle.com
    zip
    Updated Jun 29, 2020
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    Mattia Zeni (2020). Youtube video statistics for 1 million videos [Dataset]. https://www.kaggle.com/mattiazeni/youtube-video-statistics-1million-videos
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    zip(6696303511 bytes)Available download formats
    Dataset updated
    Jun 29, 2020
    Authors
    Mattia Zeni
    License

    Open Data Commons Attribution License (ODC-By) v1.0https://www.opendatacommons.org/licenses/by/1.0/
    License information was derived automatically

    Description

    Motivation

    Study how YouTube videos become viral or, more in general, how they evolve in terms of views, likes and subscriptions is a topic of interest in many disciplines. With this dataset you can study such phenomena, with statistics about 1 million YouTube videos. The information was collected in 2013 when YouTube was exposing the data publicly: they removed this functionality in the years and now it's possible to have such statistics only to the owner of the video. This makes this dataset unique.

    Context

    This Dataset has been generated with YOUStatAnalyzer, a tool developed by myself (Mattia Zeni) when I was working for CREATE-NET (www.create-net.org) within the framework of the CONGAS FP7 project (http://www.congas-project.eu). For the project we needed to collect and analyse the dynamics of YouTube videos popularity. The dataset contains statistics of more than 1 million Youtube videos, chosen accordingly to random keywords extracted from the WordNet library (http://wordnet.princeton.edu).

    The motivation that led us to the development of the YOUStatAnalyser data collection tool and the creation of this dataset is that there's an active research community working on the interplay among user individual preferences, social dynamics, advertising mechanisms and a common problem is the lack of open large-scale datasets. At the same time, no tool was present at that time. Today, YouTube removed the possibility to visualize these data on each video's page, making this dataset unique.

    When using our dataset for research purposes, please cite it as:

    @INPROCEEDINGS{YOUStatAnalyzer, author={Mattia Zeni and Daniele Miorandi and Francesco {De Pellegrini}}, title = {{YOUStatAnalyzer}: a Tool for Analysing the Dynamics of {YouTube} Content Popularity}, booktitle = {Proc.\ 7th International Conference on Performance Evaluation Methodologies and Tools (Valuetools, Torino, Italy, December 2013)}, address = {Torino, Italy}, year = {2013} }

    Content

    The dataset contains statistics and metadata of 1 million YouTube videos, collected in 2013. The videos have been chosen accordingly to random keywords extracted from the WordNet library (http://wordnet.princeton.edu).

    Dataset structure

    The structure of a dataset is the following: { u'_id': u'9eToPjUnwmU', u'title': u'Traitor Compilation # 1 (Trouble ...', u'description': u'A traitor compilation by one are ...', u'category': u'Games', u'commentsNumber': u'6', u'publishedDate': u'2012-10-09T23:42:12.000Z', u'author': u'ServilityGaming', u'duration': u'208', u'type': u'video/3gpp', u'relatedVideos': [u'acjHy7oPmls', u'EhW2LbCjm7c', u'UUKigFAQLMA', ...], u'accessControl': { u'comment': {u'permission': u'allowed'}, u'list': {u'permission': u'allowed'}, u'videoRespond': {u'permission': u'moderated'}, u'rate': {u'permission': u'allowed'}, u'syndicate': {u'permission': u'allowed'}, u'embed': {u'permission': u'allowed'}, u'commentVote': {u'permission': u'allowed'}, u'autoPlay': {u'permission': u'allowed'} }, u'views': { u'cumulative': { u'data': [15.0, 25.0, 26.0, 26.0, ...] }, u'daily': { u'data': [15.0, 10.0, 1.0, 0.0, ..] } }, u'shares': { u'cumulative': { u'data': [0.0, 0.0, 0.0, 0.0, ...] }, u'daily': { u'data': [0.0, 0.0, 0.0, 0.0, ...] } }, u'watchtime': { u'cumulative': { u'data': [22.5666666667, 36.5166666667, 36.7, 36.7, ...] }, u'daily': { u'data': [22.5666666667, 13.95, 0.166666666667, 0.0, ...] } }, u'subscribers': { u'cumulative': { u'data': [0.0, 0.0, 0.0, 0.0, ...] }, u'daily': { u'data': [-1.0, 0.0, 0.0, 0.0, ...] } }, u'day': { u'data': [1349740800000.0, 1349827200000.0, 1349913600000.0, 1350000000000.0, ...] } }

    From the structure above is possible to see which fields an entry in the dataset has. It is possible to divide them into 2 sections:

    1) Video Information.

    _id -> Corresponding to the video ID and to the unique identifier of an entry in the database. title -> Te video's title. description -> The video's description. category -> The YouTube category the video is inserted in. commentsNumber -> The number of comments posted by users. publishedDate -> The date the video has been published. author -> The author of the video. duration -> The video duration in seconds. type -> The encoding type of the video. relatedVideos -> A list of related videos. accessControl -> A list of access policies for different aspects related to the video.

    2) Video Statistics.

    Each video can have 4 different statistics variables: views, shares, subscribers and watchtime. Recent videos have all of them while older video can have only the 'views' variable. Each variable has 2 dimensions, daily and cumulative.

    views -> number of views collected by the video. shares -> number of sharing operations performed by users. watchtime -> the time spent by users watching the video, in minute. subscribers -> number of subscriptions to the channel the video is inserted in, caused by the selected video. day -> a list of days indicating the analysed period for the statistic.

    Data usage

    In the case you are using mongoDB as database system, you can import our dataset using the command:

    mongoimport --db [MONGODB_NAME] --collection [MONGODB_COLLECTION] --file dataset.json

    Once you imported the Dataset in your DB, you can access the data performing queries. Let's present some example code in python in order to perform queries.

    The following code will perform a query without research parameters, returning all the entries in the database, each one saved into the variable entry:

    client = MongoClient('localhost', 27017) db = client[MONGODB_NAME] collection = db[MONGODB_COLLECTION] for entry in db.collection.find(): print entry["day"]["data"]

    If you want to restrict the results to some entries that answer to a specified query you can use:

    client = MongoClient('localhost', 27017) db = client[MONGODB_NAME] collection = db[MONGODB_COLLECTION] for entry in (db.collection.find({"watchtime":{ "$exists": True }})) and (db.collection.find({"category":"Music"})): print entry["day"]["data"]

  18. T

    Communications Stats

    • performance.franklintn.gov
    csv, xlsx, xml
    Updated Aug 23, 2023
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    City of Franklin, Tennessee (2023). Communications Stats [Dataset]. https://performance.franklintn.gov/w/c8c7-5md9/3au5-qaqc?cur=mFPH7n5AxyX
    Explore at:
    csv, xml, xlsxAvailable download formats
    Dataset updated
    Aug 23, 2023
    Dataset authored and provided by
    City of Franklin, Tennessee
    License

    U.S. Government Workshttps://www.usa.gov/government-works
    License information was derived automatically

    Description

    Communications/Social Media Statistics for the City of Franklin, TN

  19. m

    YouTube Creator Statistics and Facts

    • market.biz
    Updated Jul 25, 2025
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    Market.biz (2025). YouTube Creator Statistics and Facts [Dataset]. https://market.biz/youtube-creator-statistics/
    Explore at:
    Dataset updated
    Jul 25, 2025
    Dataset provided by
    Market.biz
    License

    https://market.biz/privacy-policyhttps://market.biz/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Europe, ASIA, Africa, Australia, North America, South America, YouTube
    Description

    Introduction

    YouTube Creator Statistics: The overall Creator Economy rose to fame since the COVID-19 pandemic era, 4 years ago. When every other person was stuck in their home and scrolling through social media. It is expected that by 2027, this sector will reach $480 billion, and it has no signs of slowing down. Using the internet, many people are creating a source of income by making videos and uploading them to video content platforms, such as TikTok, Moj, YouTube, Instagram, Facebook, etc.

    YouTube is one of the video content platforms. It was launched on 14 February 2005 by Steve Chen, Chad Hurley, and Jawed Karim. YouTube helped content creators around the world earn passive income by making videos and uploading them on the platform. For some creators, YouTube acts as the primary source of income. You’ll understand more about YouTube Creator Statistics by the data provided below.

  20. f

    Data from: Social Media Stats

    • gisdata.fultoncountyga.gov
    • datahub.johnscreekga.gov
    Updated Mar 14, 2020
    + more versions
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    City of Johns Creek, GA (2020). Social Media Stats [Dataset]. https://gisdata.fultoncountyga.gov/items/a9e06ab9c8864bdea67618a6c6d0c7b4
    Explore at:
    Dataset updated
    Mar 14, 2020
    Dataset authored and provided by
    City of Johns Creek, GA
    License

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

    Area covered
    Earth
    Description

    This table contains monthly aggregated social media metrics for all channels and profiles managed by the City of Johns Creek, GA.Note: This data does not contain any metrics related to profiles managed by JCPD or JCFD.

Share
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Business of Apps (2018). YouTube Revenue and Usage Statistics (2025) [Dataset]. https://www.businessofapps.com/data/youtube-statistics/

YouTube Revenue and Usage Statistics (2025)

Explore at:
183 scholarly articles cite this dataset (View in Google Scholar)
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...

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