In 2024, YouTube's global advertising revenues amounted to approximately ***** billion U.S. dollars, up by almost eight percent from the **** billion U.S. dollars in the preceding fiscal period. Whereas the owned online video platform does not generate the same amount of revenue as Google's key segment Search, it is nonetheless a significant money-maker for parent company Alphabet.

YouTube's worldwide advertising revenues amounted to 10.26 billion U.S. dollars in the third quarter of 2025, representing an increase of 15 percent compared to the second quarter of 2025. YouTube is one of the biggest online video platforms worldwide, with the most popular YouTube channels having accumulated over 100 million subscribers.

YouTube Ads Revenue Dataset contains revenue generated from YouTube ads in millions of dollars. It contains revenue-generated data on a quarterly period.

Alphabet parent company of Google, owned YouTube has a financial year from Jan to Dec. So, so we have quarterly reports to collect their revenue data

Date: End of quarter.

Image by Sly from Pixabay

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...

In 2020, YouTube’s net advertising revenues in the United States are projected to reach **** billion U.S. dollars, up from **** billion U.S. dollars in 2017. That year, the video platform generated *** billion U.S. dollars in global net ad revenues. YouTube advertising During a November 2018 survey, 90 percent of responding internet users from the United States stated that they used YouTube to watch online video. This significant reach, coupled with an increase in online video consumption among the U.S. online population, positions YouTube as a major player in terms of online advertising and marketing. Brands and influencers can upload ads and promotional videos to the online video platform and in the beauty segment, influencers account for ** percent of beauty content video views on YouTube, making this a popular category for influencer marketing. Influencer marketing With increasing professionalization of YouTube channel owners and stronger monetization of video content, the bar for successful YouTube videos has been raised significantly during the past few years. Gone are grainy webcam videos, and most YouTubers and influencers have a professional camera and lighting setup in order to produce high-quality videos that look and sound good on any device. When factoring in the time it takes to produce and cut a YouTube video, it comes as little surprise that YouTube is a popular medium for influencers in the * million plus follower segment, but rarely for those who have significantly less followers (micro-influencers) or vastly more fans (major celebrities). Small influencers may focus their efforts on other platforms with less initial production costs and efforts, and big celebrities do not need to produce YouTube videos to further their fame.

Introduction

YouTube Statistics: YouTube was founded on April 14th, 2005, by three PayPal employees, Jawed Karim, Steve Chen, and Chad Hurley. They started the company in an office above a small restaurant in San Mateo. The platform now has almost 2.49 billion active users monthly and has grown significantly over the years. 47% of internet users worldwide use YouTube each month.

YouTube serves as both a social media platform and a search engine, allowing direct interaction with the audience and the creation of content that can be easily found by users. Let's explore more YouTube statistics.

View quarterly updates and historical trends for Alphabet Inc (GOOGL) - YouTube Ads Revenue. from United States. Source: Fiscal.ai. Track economic data wi…

In December 2023, brands invested **** billion U.S. dollars in advertising on YouTube properties (mobile web video, mobile app, online video, as well as internet display). In the five months presented, the spending summed up to **** billion U.S. dollars.

View yearly updates and historical trends for Alphabet Inc (GOOGL) - YouTube Ads Revenue (DISCONTINUED). from United States. Source: Fiscal.ai. Track econ…

Dataset

This dataset was created by Beast

Contents

This dataset provides an in-depth look at YouTube video analytics, capturing key metrics related to video performance, audience engagement, revenue generation, and viewer behavior. Sourced from real video data, it highlights how variables like video duration, upload time, and ad impressions contribute to monetization and audience retention. This dataset is ideal for data analysts, content creators, and marketers aiming to uncover trends in viewer engagement, optimize content strategies, and maximize ad revenue. Inspired by the evolving landscape of digital content, it serves as a resource for understanding the impact of YouTube metrics on channel growth and content reach.

Video Details: Columns like Video Duration, Video Publish Time, Days Since Publish, Day of Week.

Revenue Metrics: Includes Revenue per 1000 Views (USD), Estimated Revenue (USD), Ad Impressions, and various ad revenue sources (e.g., AdSense, DoubleClick).

Engagement Metrics: Metrics such as Views, Likes, Dislikes, Shares, Comments, Average View Duration, Average View Percentage (%), and Video Thumbnail CTR (%).

Audience Data: Data on New Subscribers, Unsubscribes, Unique Viewers, Returning Viewers, and New Viewers.

Monetization & Transaction Metrics: Details on Monetized Playbacks, Playback-Based CPM, YouTube Premium Revenue, and transactions like Orders and Total Sales Volume (USD).

In 2023, YouTube was projected to generate an estimated ** billion U.S. dollars in advertising revenue and only ***** billion U.S. dollars in subscription revenues. Advertising is also estimated to account for the lion's share of the video platform's revenue in 2025.

Comparison of YouTube Shorts vs Long-Form videos in terms of RPM, ad placement, revenue model, and monetization efficiency.

In 2023, YouTube was projected to generate an estimated 18 billion U.S. dollars in revenue in the United States. The video platform’s revenue is set to increase to 22 billion U.S. dollars in 2025. The majority of YouTube's revenue comes from advertising, with subscriptions making up a much smaller share of the total.

This dataset provides estimated YouTube RPM (Revenue Per Mille) ranges for different niches in 2025, based on ad revenue earned per 1,000 monetized views.

Comprehensive YouTube channel statistics for Marketing Fundas, featuring 776,000 subscribers and 54,215,779 total views. This dataset includes detailed performance metrics such as subscriber growth, video views, engagement rates, and estimated revenue. The channel operates in the Technology category and is based in IN. Track 3,138 videos with daily and monthly performance data, including view counts, subscriber changes, and earnings estimates. Analyze growth trends, engagement patterns, and compare performance against similar channels in the same category.

Comprehensive YouTube channel statistics for Senator We Run Ads, featuring 272,000 subscribers and 10,099,137 total views. This dataset includes detailed performance metrics such as subscriber growth, video views, engagement rates, and estimated revenue. The channel operates in the Business category and is based in AE. Track 257 videos with daily and monthly performance data, including view counts, subscriber changes, and earnings estimates. Analyze growth trends, engagement patterns, and compare performance against similar channels in the same category.

Context

As YouTube becomes one of the most popular video-sharing platforms, YouTuber is developed as a new type of career in recent decades. YouTubers earn money through advertising revenue from YouTube videos, sponsorships from companies, merchandise sales, and donations from their fans. In order to maintain a stable income, the popularity of videos become the top priority for YouTubers. Meanwhile, some of our friends are YouTubers or channel owners in other video-sharing platforms. This raises our interest in predicting the performance of the video. If creators can have a preliminary prediction and understanding on their videos’ performance, they may adjust their video to gain the most attention from the public.

You have been provided details on videos along with some features as well. Can you accurately predict the number of likes for each video using the set of input variables?

Content

Train Set

video_id -> Identifier for each video

title -> Name of the Video on Youtube

channel_title -> Name of the Channel on Youtube

category_id -> Category of the Video (anonymous)

publish_date -> The date video was published

tags -> Different tags for the video

views -> Number of views received by the Video

dislikes -> Number of dislikes on the Video

comment_count -> Number on comments on the Video

description -> Textual description of the Video

country_code -> Country from which the Video was published

likes -> Number of Likes on the video

Acknowledgements

Thank You Analytics Vidhya for providing this dataset.

Comprehensive YouTube channel statistics for Google Ads, featuring 830,000 subscribers and 55,717,300 total views. This dataset includes detailed performance metrics such as subscriber growth, video views, engagement rates, and estimated revenue. The channel operates in the Education category and is based in US. Track 487 videos with daily and monthly performance data, including view counts, subscriber changes, and earnings estimates. Analyze growth trends, engagement patterns, and compare performance against similar channels in the same category.

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