On November 14, 2022, the Internet Archive hosted Humanities and the Web: Introduction to Web Archive Data Analysis, a one-day introductory workshop for humanities scholars and cultural heritage professionals. The group included disciplinary scholars and information professionals with research interests ranging from Chinese feminist movements, to Indigenous language revitalization, to the effects of digital platforms on discourses of sexuality and more. The workshop was held at the Central Branch of the Los Angeles Public Library and coincided with the National Humanities Conference.
The goals of the workshop were to introduce web archives as primary sources and to provide a sampling of tools and methodologies that could support computational analysis of web archive collections. Internet Archive staff shared web archive research use cases and provided participants with hands-on experience building web archives and analyzing web archive collections as data.
The workshop’s central feature was an introduction to ARCH (Archives Research Compute Hub). ARCH transforms web archives into datasets tuned for computational research, allowing researchers to, for example, extract all text, spreadsheets, PDFs, images, audio, named entities and more from collections. During the workshop, participants worked directly with text, network, and image file datasets generated from web archive collections. With access to datasets derived from these collections, the group explored a range of analyses using Palladio, RAWGraphs, and Voyant.
The high level of interest and participation in this event is indicative of the appetite within the Humanities for workshops on computational research. Participants described how the workshop gave them concrete language to express the challenges of working with large-scale data, while also expressing how the event offered strategies they could apply to their own research or could use to support their research communities. For those who were not able to make it to Humanities and the Web, we will be hosting a series of virtual and in-person workshops in 2023. Keep your eye on this space for upcoming announcements.
For more than 20 years, the Internet Archive’s Television News Archive has monitored television news, preserving more than 9.5 million broadcasts totaling more than 6.6 million hours from across the world, with a continuous archive spanning the past decade. Today just a small sliver of that archive is accessible to journalists and scholars due to the inaccessibility of video at this scale: fast forwarding through that much television news is simply beyond the ability of any human to make sense of. The small fraction of programs that contain closed captioning, speech recognition transcripts or OCR’d onscreen text can be keyword searched through the TV Explorer and TV AI Explorer, but for the majority of this global multi-decade archive, there has until now been no way for researchers to assess and understand the narratives of television news at scale, especially the visual landscape that distinguishes television from other forms of media and which is so central to understanding many of the world’s biggest stories from war to pandemics to the economy.
As the TV News Archive enters its third decade, it is increasingly exploring the ways in which it can preserve the domestic and international response to global events as it did with 9/11 two decades ago. As a first step towards this vision, over the last few months the Archive has preserved more than 46,000 broadcasts from domestic Belarusian, Russian and Ukrainian television news channels, including (in the order they were added to the Archive) Russia Today (part of the Archive since July 2010 but included in this collection starting January 1), Russian channels 1TV, NTV and Russia 1 (from March 26) and Russia 24 (from April 25), Ukrainian channel Espreso (from April 25) and Belarusian channel Belarus 24 (from May 16).
Why preserve television news coverage in a time of war? For journalists today it makes it possible to digest and report on how the war is being framed and narrated, with an eye towards how these narratives influence and shape popular support for the conflict and its potential future trajectory. For future generations of scholars, it makes it possible to look back at the contemporary information environment and prevailing public information, perspectives, and narratives.
While there are myriad options for the general public to watch these channels today in realtime, there is no research-oriented archival interface designed for journalists and scholars to understand their coverage at the scale of days to months, to scan for key visuals and events and to comment, discuss and illustrate how nations are portraying major stories.
To address this critical need, today we are tremendously excited to unveil the Television News Visual Explorer, a collaboration of the GDELT Project, the Internet Archive’s Television News Archive and the Media-Data Research Consortium to explore new approaches to enabling rapid exploration and understanding of the visual landscape of television news.
The Visual Explorer converts each broadcast into a grid of thumbnails, one every 4 seconds, displayed in a grid six frames wide and scrolling vertically through the entire program, making it possible to skim an hour-long broadcast in a matter of seconds. Clicking on any thumbnail plays a brief 30 second clip of the broadcast at that point, making it trivial to rapidly triage a broadcast for key moments. The underlying thumbnails can even be downloaded as a ZIP file to enable non-consumptive computational analysis, from OCR to augmented search.
Machines today can catalog the basic objects and activities they see in video and generate transcripts of their spoken and written words, but the ability to contextualize and understand the meaning of all that coverage remains a uniquely human capability. No person could watch the entirety of the Archive’s 6.6 million hours of broadcasts, yet even just the 46,000 broadcasts in this new collection would be difficult for a single researcher to watch or even fast forward through in their entirety. Television’s linear format means coverage has historically been consumed a single moment at a time like a flashlight in a darkened warehouse. In contrast, this new interface makes it possible to see an entire broadcast all at once in a single display, making television news “skimmable” for the first time.
The Visual Explorer and this new research collection of Belarusian, Russian and Ukrainian television news coverage represent early glimpses into a new initiative reimagining how memory institutions like the Archive can make their vast television news archives more accessible to scholars, journalists and informed citizens. Beneath the simple and intuitive interface lies an immensely complex and highly experimental set of workflows prototyping both an entirely new scholarly and journalistic interface to television news and entirely new approaches to rapidly archiving international television coverage of global events.
Over the coming weeks, additional channels from the TV News Archive will become available through the new Visual Explorer, as well as a variety of experiments with the new lenses that tools like automatic transcription and translation can offer in helping journalists and scholars make sense of such vast realtime archives.
For more than 25 years, GDELT’s creator, Dr. Kalev H. Leetaru, has been studying the web and building systems to interact with and understand the way it is reshaping our global society. One of Foreign Policy Magazine’s Top 100 Global Thinkers of 2013, his work has been featured in the presses of over 100 nations and fundamentally changed how we think about information at scale and how the “big data” revolution is changing our ability to understand our global collective consciousness.