Skip to main content
HomeBlogData Science

Seven Tricks for Better Data Storytelling: Part II

In a recent episode of DataFramed, Andy Cotgrave, technical evangelist at Tableau, shared the importance of data storytelling in driving change with analytics. In this two-part blog post, we deep dive into seven concrete tips that Andy provided on telling
Jan 2022  · 4 min read

4. Use a narrative structure in data stories.

Stories generally follow a common arc – the protagonist faces a challenge, goes on to resolve it, then returns to normalcy. An example of this arc is the Hero’s Journey.

Figure 1: The hero’s journey

The audience is 22 times more likely to remember a fact when told a story. Clearly, data visualizations stand to benefit from adopting the age-old narrative structure.

Adopting the narrative structure, a data story starts with a background on the current situation, continues with evidence that builds up to the central insight, and ends with a call to action. (Figure 2)

Figure 2. The narrative structure of a data story (Source: Effective Data Storytelling By Brent Dykes)

An excellent example of a data story, the Goalkeeper’s Report by the Gates Foundation demonstrated how the pandemic exacerbated inequality. (Figures 3A, 3B, and 3C)

Figure 3A: To set the scene, the data story first established the impact of COVID-19 on poverty-stricken countries. [Source]
Figure 3B: The data story provided rising insights by highlighting the widening chasm between the haves and the have-nots pre-pandemic and post-pandemic.
Figure 3C: The data story closes with a call to action–for greater investments in women, communities, and innovations.

5. Adapt data stories to the medium

It is tempting to reuse existing charts across multiple mediums. Data storytellers who do so are doing themselves a disservice.

Charts that are not optimized for their medium might fail to deliver their message effectively. A chart originally designed for email might contain minuscule texts that cannot be read on a screen.

The Economist portrayed how data stories can be adapted from print media to social media. The printed chart (designed for serious readers) was dense in information. It was streamlined for Instagram (designed for casual scrollers).

Figure 4: The Economist’s printed chart (left) is adapted for social media (right) [Source]

6. Declutter your data stories

Clutter makes data stories harder to read. The additional cognitive load distracts the audience from the main message.

The onus is on the data storyteller to identify and remove superfluous elements that do not contribute to the intended message. The result of decluttering is striking.

In particular, our whitepaper “8 Rules for Better Data Storytelling” suggests data storytellers to:

  • Remove chart borders
  • Remove gridlines or axes
  • Clean up axis labels
  • Label data directly (as opposed to using a legend)
  • Remove data markers
  • Use special effects (bold, underline, italics, shadows) sparingly

7. Explain data stories in stages

When presenting complex data stories, one practical tip is to reveal the elements of the chart gradually. When the information is presented in digestible pieces, the audience is more likely to engage with the presentation.

A prime example is the talk “The Joy of Stats” by Hans Rosling. Watch how Rosling masterfully told his data story.

Data storytelling is here to stay

Data storytelling will soon become a necessary skill set for all in the coming decade as data insights become a cornerstone of organizations. To learn more tips and tricks on data storytelling, listen to Andy’s podcast, or learn from his most recent webinar on DataCamp.

Topics
Related

blog

A Data Science Roadmap for 2024

Do you want to start or grow in the field of data science? This data science roadmap helps you understand and get started in the data science landscape.
Mark Graus's photo

Mark Graus

10 min

podcast

Becoming Remarkable with Guy Kawasaki, Author and Chief Evangelist at Canva

Richie and Guy explore the concept of being remarkable, growth, grit and grace, the importance of experiential learning, imposter syndrome, finding your passion, how to network and find remarkable people, measuring success through benevolent impact and much more. 
Richie Cotton's photo

Richie Cotton

55 min

podcast

The Venture Mindset with Ilya Strebulaev, Economist Professor at Stanford Graduate School of Business

Richie and Ilya explore the venture mindset, the importance of embracing unknowns, how VCs deal with unpredictability, how our education affects our decision-making ability, venture mindset principles and much more. 
Richie Cotton's photo

Richie Cotton

59 min

cheat sheet

LaTeX Cheat Sheet

Learn everything you need to know about LaTeX in this convenient cheat sheet!
Richie Cotton's photo

Richie Cotton

tutorial

Snscrape Tutorial: How to Scrape Social Media with Python

This snscrape tutorial equips you to install, use, and troubleshoot snscrape. You'll learn to scrape Tweets, Facebook posts, Instagram hashtags, or Subreddits.
Amberle McKee's photo

Amberle McKee

8 min

tutorial

AWS Storage Tutorial: A Hands-on Introduction to S3 and EFS

The complete guide to file storage on AWS with S3 & EFS.
Zoumana Keita 's photo

Zoumana Keita

16 min

See MoreSee More