Using Data to Predict Virality with Ernan Haruvy Ph.D. of University of Texas at Dallas

 

In the marketing class taught by Ernan Haruvy Ph.D. at the University of Texas at Dallas, “accelerants of relevance,” is the technical term students take notes on. For those without a marketing background, the term may be more easily understood as the data-supported elements of what makes a piece of social media content go viral.

We sat down with Haruvy on this episode of the Digital Marketing Professor Series to discuss the specific data analytics that his class uses to measure social media marketing effectiveness.

“We were trying to find out ‘what is it in terms of content and the actual demographics of the people doing tweets and retweets that accelerates retweeting that causes virality’,” Haruvy said.

As part of a collaboration with PR firm Golin, marketing students at University of Texas at Dallas analyzed tweets for content words, emotion, and sentiment analysis, including positivity and negativity. Haruvy said this is especially key in social media marketing.

“You don’t want something to just diffuse very fast; You want it to diffuse positively,” Haruvy said. “You want people to be excited about your product or story.”

On the podcast, Haruvy weighed in on whether a message from an unlikely source is either more, or less, likely to go viral. We even discussed Taylor Swift’s latest Instagram post, urging her fans to register to vote, which is the first outwardly political Instagram message she has posted.

For the latest news, videos, and podcasts in the Software & Electronics Industry, be sure to subscribe to our industry publication.

Follow us on social media for the latest updates in B2B!
Twitter – @TechMKSL
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

SEO
SEO in the Age of AI: What CMOs and CEOs Need to Know About AEO and GEO
November 20, 2025

In an era when AI-driven search experiences are reshaping how customers discover brands, marketing leaders are navigating a confusing landscape of new acronyms, shifting behaviors, and bold industry predictions. Despite widespread claims that “SEO is dead,” the data tells a different story: organic search traffic has continued to grow even as platforms like ChatGPT, Gemini,…

Read More
From the Bench: How Research Can Help Us Build a Future-Ready Global Healthcare Workforce | Lauren Herckis | EP 18
From the Bench: How Research Can Help Us Build a Future-Ready Global Healthcare Workforce
November 20, 2025

The Care Anywhere podcast is taking listeners behind the scenes of global health workforce research with a brand-new series: From the Bench. In this kickoff episode, host Lea Sims talks with Dr. Lauren Herckis of TruMerit about how research can move from data to real-world impact — revealing how evidence, collaboration, and curiosity are driving…

Read More
purpose
Elevate Your Career Journey by Choosing Purpose, Practicing Intentionality, and Building a Culture of Belonging
November 19, 2025

Purpose doesn’t just shape what we do—it shapes how we grow. When we choose to move through our careers with intention, we start noticing the moments that build trust, the conversations that deepen understanding, and the relationships that elevate our impact. This episode of Professional Quotient digs into what it really means to show up…

Read More
Christie Linebarger
Christie Linebarger’s Journey to Leadership: Grit, Growth & Leading with Heart
November 19, 2025

Leadership conversations are shifting as companies navigate rapid change, tighter labor markets, and evolving employee expectations. Teams want leaders who show up with humility, clarity, and a genuine investment in people—traits that can’t be faked and can’t be automated. And with studies consistently linking team engagement to the quality of direct leadership, understanding how effective…

Read More