Disqus helps Knight Lab gather feedback on Refine—Better Commenting

Earlier this week Disqus published an article about Knight Lab’s Refine—Better Commenting technology. The post is the first semi-tangible result of a conversation we started with Disqus many months ago and one that might help shape the future of the technology.

Refine—Better Commenting basically takes high-volume comment feeds (think CNN, where certain stories attract thousands of comments), analyzes them and provides users unique insight into what’s being discussed most.

From the Disqus post:

It can feel impossible, even futile, to sort through the conversation and figure out what people are really talking about when they’re responding to a story that has far reaching impact. While this is something we work to address with the Best sort option and user votes, the Knight Lab team from Northwestern University has taken it a step further.


The post goes on to describe the comments on a story about computer hacking:

Notably, of the top three non-article terms mentioned in the comments, none of them had to with hacking or security issues — they were (in order): “hoodie”, “Trayvon”, and “guy.” It seems that one significant response to the article had nothing to do with the content, itself, but rather, the image attached to the article. Results like this help reveal the collective sentiment of readers — the (Trayvon Martin) trial may be over, but it’s still very top of mind for many.


The Disqus post is an attempt by both Knight Lab and Disqus to figure out how much interest there would be in Refine—Better Commenting, and if there is interest, what aspects of the technology are most intriguing or useful.

Please take a look at the tool and feel free to provide some feedback, particularly if you’re a publisher or editor who deals with comments on news stories.

About the author

Ryan Graff

Communications and Outreach Manager, 2011-2016

Journalism, revenue, whitewater, former carny. Recently loving some quality time @KelloggSchool.

Latest Posts

  • A Big Change That Will Probably Affect Your Storymaps

    A big change is coming to StoryMapJS, and it will affect many, if not most existing storymaps. When making a storymap, one way to set a style and tone for your project is to set the "map type," also known as the "basemap." When we launched StoryMapJS, it included options for a few basemaps created by Stamen Design. These included the "watercolor" style, as well as the default style for new storymaps, "Toner Lite." Stamen...

    Continue Reading

  • Introducing AmyJo Brown, Knight Lab Professional Fellow

    AmyJo Brown, a veteran journalist passionate about supporting and reshaping local political journalism and who it engages, has joined the Knight Lab as a 2022-2023 professional fellow. Her focus is on building The Public Ledger, a data tool structured from local campaign finance data that is designed to track connections and make local political relationships – and their influence – more visible. “Campaign finance data has more stories to tell – if we follow the...

    Continue Reading

  • Interactive Entertainment: How UX Design Shapes Streaming Platforms

    As streaming develops into the latest age of entertainment, how are interfaces and layouts being designed to prioritize user experience and accessibility? The Covid-19 pandemic accelerated streaming services becoming the dominant form of entertainment. There are a handful of new platforms, each with thousands of hours of content, but not much change or differentiation in the user journeys. For the most part, everywhere from Netflix to illegal streaming platforms use similar video streaming UX standards, and...

    Continue Reading

  • Innovation with collaborationExperimenting with AI and investigative journalism in the Americas.

    Lee este artículo en español. How might we use AI technologies to innovate newsgathering and investigative reporting techniques? This was the question we posed to a group of seven newsrooms in Latin America and the US as part of the Americas Cohort during the 2021 JournalismAI Collab Challenges. The Collab is an initiative that brings together media organizations to experiment with AI technologies and journalism. This year,  JournalismAI, a project of Polis, the journalism think-tank at...

    Continue Reading

  • Innovación con colaboraciónCuando el periodismo de investigación experimenta con inteligencia artificial.

    Read this article in English. ¿Cómo podemos usar la inteligencia artificial para innovar las técnicas de reporteo y de periodismo de investigación? Esta es la pregunta que convocó a un grupo de siete organizaciones periodísticas en América Latina y Estados Unidos, el grupo de las Américas del 2021 JournalismAI Collab Challenges. Esta iniciativa de colaboración reúne a medios para experimentar con inteligencia artificial y periodismo. Este año, JournalismAI, un proyecto de Polis, la think-tank de periodismo...

    Continue Reading

  • AI, Automation, and Newsrooms: Finding Fitting Tools for Your Organization

    If you’d like to use technology to make your newsroom more efficient, you’ve come to the right place. Tools exist that can help you find news, manage your work in progress, and distribute your content more effectively than ever before, and we’re here to help you find the ones that are right for you. As part of the Knight Foundation’s AI for Local News program, we worked with the Associated Press to interview dozens of......

    Continue Reading

Storytelling Tools

We build easy-to-use tools that can help you tell better stories.

View More