YouTube, the biggest platform for video sharing worldwide, marks its 20th anniversary this year. Starting in 2005 as a place for amateur video makers, it’s transformed into a global powerhouse, now competing with traditional entertainment industries. Currently, YouTube positions itself as the “new Hollywood,” with professional content makers and influencers attracting huge audiences, often overshadowing film studios and television networks. For instance, in 2024, the platform’s top creator, MrBeast, garnered 762 million views on one video—almost equivalent to the total number of cinema tickets sold across the US and Canada in that year.
However, below this sleek and commercial front lies an obscure realm, mostly unaffected by the platform’s algorithms and unseen by the majority. This expansive, overlooked aspect of YouTube is made up of millions of videos—seldom viewed, raw, and distant from the mainstream content filling our recommendation feeds. Though these videos might appear trivial, they offer an intriguing insight into the daily lives of individuals globally, highlighting the platform’s initial goal as a medium for personal expression.
An unseen realm of neglected videos
Although YouTube is commonly linked with viral sensations and high-quality productions, most of its estimated 14.8 billion videos have been watched fewer than 50 times. Researchers from the Initiative for Digital Public Infrastructure at the University of Massachusetts Amherst recently carried out one of the initial large-scale studies of YouTube’s less-viewed aspect. By developing a tool to randomly sample videos from across the platform, they discovered an alternative reality of YouTube—one rarely influenced by its recommendation algorithm.
Though YouTube is often associated with viral hits and high-production content, the majority of its estimated 14.8 billion videos have been viewed fewer than 50 times. Researchers from the Initiative for Digital Public Infrastructure at the University of Massachusetts Amherst recently conducted one of the first large-scale studies of YouTube’s lesser-seen side. By building a tool to randomly sample videos across the platform, they uncovered an alternate reality of YouTube—one that is rarely touched by the recommendation algorithm.
A researcher came across a video from 2020 where a man just recorded the snowfall outside his window for 19 minutes. With just two views before it was found, the video captures the essence of YouTube’s concealed realm. The man quietly comments as a bird settles on a fence, with the faint sound of a TV in the background. While nothing remarkable occurs, it encapsulates a tranquil moment that might otherwise be overlooked in today’s increasingly curated and performance-centric digital world.
Why YouTube’s overlooked side is important
Why this forgotten side of YouTube matters
The research revealed that the median YouTube video has only been viewed 41 times, while videos with over 130 views are in the top third of the platform’s most popular content. These figures underscore how much of YouTube exists beyond the algorithm’s focus, serving as a venue for personal expression rather than public performance. Ethan Zuckerman, the director of the research effort, contends that this aspect of YouTube deserves attention. “We often assume that the sole purpose of social media is to become an influencer or to go viral, but that’s a limited perspective,” he notes. “For many people, YouTube is simply a means to share a piece of their lives.”
The changing purpose of YouTube
The evolution of YouTube’s purpose
Nonetheless, this move towards professionalization has eclipsed the platform’s initial goal as a venue for genuine self-expression. The findings from the researchers indicate that, although viral clips and polished productions dominate public discourse about YouTube, they make up only a small portion of the platform’s actual content. Most videos are made by people who have no interest in achieving fame or making money from their creations. Instead, they utilize YouTube as a digital archive, a communication method, or a creative platform.
For instance, a researcher discovered a video posted by a woman named Emily, filmed in her college dorm room in 2008. The video, titled “sw33t tats,” features Emily and her sister giggling as they draw fake tattoos on each other with markers. With its blurry visuals and lack of a clear objective, the video may appear insignificant, yet it acts as a time capsule of a particular moment in Emily’s life. When asked about it years later, Emily confessed she had forgotten it was there. “I uploaded it to free up space on my hard drive,” she mentioned. “It’s funny and weird. I’m glad it’s still there.”
For example, one researcher found a video uploaded by a woman named Emily, recorded in her college dorm room in 2008. The video, titled “sw33t tats,” shows Emily and her sister laughing as they draw fake tattoos on each other with markers. With blurry footage and no clear purpose, the video seems trivial, yet it serves as a time capsule of a specific moment in Emily’s life. When asked about it years later, Emily admitted she had forgotten it existed. “I uploaded it to free up space on my hard drive,” she said. “It’s funny and weird. I’m glad it’s still there.”
YouTube’s algorithm is pivotal in deciding what content users encounter on the platform. Engineered to highlight videos that boost engagement, the algorithm frequently favors those with high production quality, emotional impact, or viral potential. Although this mechanism has enabled creators to amass large audiences and transformed YouTube into a worldwide entertainment center, it has also rendered the majority of platform videos almost invisible.
YouTube’s algorithm plays a central role in determining what users see on the platform. Designed to prioritize content that maximizes engagement, the algorithm often promotes videos with high production value, emotional appeal, or the potential to go viral. While this system has helped creators build massive audiences and turned YouTube into a global entertainment hub, it has also made the majority of videos on the platform nearly invisible.
Conversely, YouTube’s concealed realm is unaffected by these dynamics. Free from the constraints of performance metrics, these videos provide a more genuine and personal glimpse into human life. They illustrate how individuals use technology to record their experiences, share memories, and forge connections in ways often ignored in social media conversations.
In contrast, YouTube’s hidden world remains untouched by these dynamics. Without the pressures of performance metrics, these videos offer a more authentic and intimate view of human life. They reveal how people use technology to document their lives, share memories, and connect with others in ways that are often overlooked in discussions about social media.
Delving into YouTube’s hidden world is both intriguing and enlightening. The platform’s less-visible side brims with small, daily moments that may appear trivial but together create a vibrant mosaic of human experience. From a man residing in his car chronicling his journey to a young ballerina performing on stage, these videos encapsulate the beauty and intricacy of everyday life.
Exploring YouTube’s hidden world is both fascinating and humbling. The platform’s lesser-seen side is filled with small, everyday moments that might seem insignificant but collectively form a rich tapestry of human experience. From a man living in his car documenting his journey to a young ballerina performing on stage, these videos capture the beauty and complexity of ordinary life.
The Underappreciated Worth of YouTube’s Quiet Side
While YouTube’s most prominent content frequently ignites discussions about misinformation, extremism, and harmful stereotypes, its hidden realm offers a contrast. The vast majority of videos on the platform are neutral or highly positive, highlighting the ordinary yet meaningful ways people use technology to share their lives. These videos remind us that, beyond the polished veneer of viral content, YouTube continues to be a space for creativity, connection, and self-expression.
While YouTube’s most visible content often sparks debates about misinformation, extremism, and harmful stereotypes, its hidden world provides a counterpoint. The vast majority of videos on the platform are neutral or overwhelmingly positive, showcasing the mundane yet meaningful ways people use technology to share their lives. These videos remind us that, beyond the polished façade of viral content, YouTube remains a space for creativity, connection, and self-expression.
As YouTube enters its third decade, its hidden world serves as a powerful reminder of the platform’s original purpose. In an era where social media is often criticized for its negative impact, these forgotten videos highlight the quieter, more personal side of the internet—a space where content doesn’t have to perform but can simply exist.
