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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...
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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Youtube social network and ground-truth communities Dataset information Youtube is a video-sharing web site that includes a social network. In the Youtube social network, users form friendship each other and users can create groups which other users can join. We consider such user-defined groups as ground-truth communities. This data is provided by Alan Mislove et al.
We regard each connected component in a group as a separate ground-truth community. We remove the ground-truth communities which have less than 3 nodes. We also provide the top 5,000 communities with highest quality which are described in our paper. As for the network, we provide the largest connected component.
more info : https://snap.stanford.edu/data/com-Youtube.html
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.
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https://snap.stanford.edu/data/com-Youtube.html
Dataset information
Youtube (http://www.youtube.com/) is a video-sharing web site that includes
a social network. In the Youtube social network, users form friendship each
other and users can create groups which other users can join. We consider
such user-defined groups as ground-truth communities. This data is provided
by Alan Mislove et al.
(http://socialnetworks.mpi-sws.org/data-imc2007.html)
We regard each connected component in a group as a separate ground-truth
community. We remove the ground-truth communities which have less than 3
nodes. We also provide the top 5,000 communities with highest quality
which are described in our paper (http://arxiv.org/abs/1205.6233). As for
the network, we provide the largest connected component.
Network statistics
Nodes 1,134,890
Edges 2,987,624
Nodes in largest WCC 1134890 (1.000)
Edges in largest WCC 2987624 (1.000)
Nodes in largest SCC 1134890 (1.000)
Edges in largest SCC 2987624 (1.000)
Average clustering coefficient 0.0808
Number of triangles 3056386
Fraction of closed triangles 0.002081
Diameter (longest shortest path) 20
90-percentile effective diameter 6.5
Community statistics
Number of communities 8,385
Average community size 13.50
Average membership size 0.10
Source (citation)
J. Yang and J. Leskovec. Defining and Evaluating Network Communities based
on Ground-truth. ICDM, 2012. http://arxiv.org/abs/1205.6233
Files
File Description
com-youtube.ungraph.txt.gz Undirected Youtube network
com-youtube.all.cmty.txt.gz Youtube communities
com-youtube.top5000.cmty.txt.gz Youtube communities (Top 5,000)
The graph in the SNAP data set is 1-based, with nodes numbered 1 to
1,157,827.
In the SuiteSparse Matrix Collection, Problem.A is the undirected Youtube
network, a matrix of size n-by-n with n=1,134,890, which is the number of
unique user id's appearing in any edge.
Problem.aux.nodeid is a list of the node id's that appear in the SNAP data
set. A(i,j)=1 if person nodeid(i) is friends with person nodeid(j). The
node id's are the same as the SNAP data set (1-based).
C = Problem.aux.Communities_all is a sparse matrix of size n by 16,386
which represents the communities in the com-youtube.all.cmty.txt file.
The kth line in that file defines the kth community, and is the column
C(:,k), where C(i,k)=1 if person nodeid(i) is in the kth community. Row
C(i,:) and row/column i of the A matrix thus refer to the same person,
nodeid(i).
Ctop = Problem.aux.Communities_top5000 is n-by-5000, with the same
structure as the C array above, with the content of the
com-youtube.top5000.cmty.txt.gz file.
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.
https://networkrepository.com/policy.phphttps://networkrepository.com/policy.php
Youtube online social network - Youtube is a video-sharing web site that includes a social network. The dataset contains a list of all of the user-to-user links.
As of February 2025, ** percent of the YouTube global audience was composed of male users aged between 25 and 34 years, as well as around *** percent of female users of the same age. Male users aged between 35 and 44 years on the platform accounted for **** percent of the total, while women of the same age using YouTube had an audience share of *** percent in the examined period. YouTube’s global popularity The number of monthly active users on YouTube reached almost *** billion in April 2024, making it the second most popular social network on the internet. The platform's popularity spans all over the world, with India and the United States having the largest YouTube audiences. As of April 2024, the audience of YouTube in India was around *** million, while the United States recorded a YouTube audience of around *** million users.
YouTube’s digital revenues One of YouTube's leading monetization methods include advertising, with the company generating around **** billion U.S. dollars in the first quarter of 2024. Additionally, the platform generated over ** million dollars in the United States through in-app purchases, as well as over **** million U.S. dollars in revenues from mobile app users in Japan.
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The corpus contains three files. First, the youtube_haitian_disinformation_videos_meta.csv file includes comments and YouTube video metadata. Data is organized around per video information. The columnar values are:
video_id
date (video publication date)
title
description
channel_title
transcript
transcript_str (Video transcript without timestamps)
views
likes
comments (all comments per video)
Second, the youtube_haitian_disinformation_comment_reply_metadata.csv file includes comments, replies, and comment metadata. Each comment occupies its own row in the spreadsheet. The columnar field are:
video_id
comment
comment_date
comment_like_count
author
comment_id
in_reply_to
neg, neu, pos, compound (VADER polarity scores)
named_entities (spaCy named entity tags with tokens)
emoji (spaCy Emojis and token spans)
Comments and associated metadata are represented in individual rows.
The third file contains the results of the TFIDF analysis described herein. The TFIDF analysis features the top 5000 terms weights for the comments to each video in a .csv file.
youtube_disinfo_comments_tfidf_results_per_video.csv
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.
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Seed categories and basic statistics.
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The presidential elections in the United States on November 3rd 2020 caused extensive discussions on social media. A part of the content on US elections is organic, coming from users discussing their opinions on the candidates, political positions, or relevant content presented on television. Another significant part originates from organized campaigns, both official, including communication campaigns and dissemination, or unofficial, including astroturfing and targeting manipulation of the electorate.
In this study, we obtain approximately 19.8M tweets from 4.5M users, based on prevalent hashtags related to the 2020 US election. From these, we mined 28.343 YouTube links tweeted and obtained likes, dislikes and comments of these videos. In this paper, we study the connection between the two social networks. We employ an array of techniques, including volume analysis, exploring the retweet graph, sentiment and graph analysis on the communities formed in YouTube and Twitter. Furthermore, we propose a method to combine the results of community detection on the two social networks and measure the differences between them.
Particularly, we study the daily traffic per prevalent hashtags, plot the retweet graph from July to November 2020, highlight the two main entities (‘Biden’ and ‘Trump’) and show how the discussion around those entities grows in the period closer to the elections. Additionally, we perform a sentiment analysis of both the Twitter corpus and the YouTube comments in tweeted videos. We found that 35,2% o the users contained in our Twitter dataset express positive sentiment towards Trump and 28% express positive sentiment towards Biden; while 18% of the users in our YouTube dataset express positive sentiment towards Trump and 12% express positive sentiment towards Biden. Finally, we link the Twitter Retweet graph with the YouTube comment graph using tweeted video links. We measure their similarity and differences and show the interactions and the correlation between the largest communities on YouTube and Twitter.
On June 17, 2016, Korean education brand Pinkfong released their video "Baby Shark Dance", and the rest is history. In January 2021, Baby Shark Dance became the first YouTube video to surpass 10 billion views, after snatching the crown of most-viewed YouTube video of all time from the former record holder "Despacito" one year before. "Baby Shark Dance" currently has over 15 billion lifetime views on YouTube. Music videos on YouTube “Baby Shark Dance” might be the current record-holder in terms of total views, but Korean artist Psy’s “Gangnam Style” video remained on the top spot for longest (1,689 days or 4.6 years) before ceding its spot to its successor. With figures like these, it comes as little surprise that the majority of the most popular videos on YouTube are music videos. Since 2010, all but one the most-viewed videos on YouTube have been music videos, signifying the platform’s shift in focus from funny, viral videos to professionally produced content. As of 2022, about 40 percent of the U.S. digital music audience uses YouTube Music. Popular video content on YouTube Music fans are also highly engaged audiences and it is not uncommon for music videos to garner significant amounts of traffic within the first 24 hours of release. Other popular types of videos that generate lots of views after their first release are movie trailers, especially superhero movies related to the MCU (Marvel Cinematic Universe). The first official trailer for the upcoming film “Avengers: Endgame” generated 289 million views within the first 24 hours of release, while the movie trailer for Spider-Man: No Way Home generated over 355 views on the first day from release, making it the most viral movie trailer.
YouTube's worldwide advertising revenues amounted to 8.92 billion U.S. dollars in the first quarter of 2025, representing an increase of 10 percent compared to the third quarter of 2024. YouTube is one of the biggest online video platforms worldwide, with the most popular YouTube channels having accumulated over 100 million subscribers.
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The average Twitter user spends 5.1 hours per month on the platform.
In 2020, the popular social video platform YouTube counted roughly 20 million paying users subscribing to its premium services in the United States. By the end of 2024, this number is forecasted to increase by almost eight million users, reaching 27.9 million paying subscribers in the U.S. YouTube premium plans allow users to have an ads-free experience, as well as video and music downloads.
The number of Youtube users in India 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 ****** 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 *** 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.
Few individuals better represent the rise of the YouTube celebrity than Felix Arvid Ulf Kjellberg, operating on YouTube as PewDiePie. The Swedish YouTuber was the content creator with the largest audience on YouTube for several years, until he was surpassed by American YouTuber MrBeast. As of January 2025, the popular creator had around *** million subscribers. In total, videos on the PewDiePie channel have been viewed approximately ** billion times. Subscribe to PewDiePie meme The surge in subscriber numbers from the end of 2018 onwards is attributable to PewDiePie’s “Subscribe to PewDiePie Meme“, a demonstration of his immense ability to mobilize his subscribers. In the campaign to overtake T-Series and become the channel with the most subscribers, PewDiePie’s challenge required followers to plaster words to the effect of ‘Subscribe to PewDiePie’ wherever possible, either in the physical or digital realms. Despite the obvious success of the campaign in terms of subscriptions, PewDiePie recently called for the campaign to be stopped following three major incidents. In the first a World War II memorial was defaced in New York City, and in March 2019 a gunman uttered the phrase before opening fire on a mosque in Christchurch, New Zealand, killing ** people and wounding several more. In April 2019, the gunman who opened fire on a Southern California synagogue, killing one and wounding at least three others, also referred to the campaign. The rise of the YouTuber Now a decade old, YouTube’s ability to connect content creators with massive audiences has led to the emergence of channels that rival mainstream media outlets in terms of audience size. In some cases, videos can reach 100 million views in just a matter of days . It isn’t just traditional celebrities that are finding audiences either, with channels for kids such as Cocomelon - Nursery Rhymes attracting over *** billion views, and generating significant revenue in the process.
The most successful genre for French-speaking songs in the weekly YouTube charts in France is rap music. According to the source, French rap music always reached a share of over ** percent of all rap music listened on YouTube in France from 2017 to 2020. French groove music comes in second, having increased its share within the overall genre from ** percent in 2017 to ** percent in 2020. French reggae music saw the most significant increase in share, having started with a share of *** percent of all reggae music in 2017 and amounted to ** percent in 2020.
In 2025, the brand value of YouTube stood at ***** billion U.S. dollars. A year earlier, the value was estimated at *** billion dollars. YouTube is among the most valuable media brands worldwide.
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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...