Presentations of Data in Nonfiction Picture Books in the U.S.

I spent spring semester 2022 at the Simmons University’s Center for the study of Children’s Literature in Boston, MA, USA as a Fulbright Scholar. My project topic was data visualization and children’s nonfiction picture books.

I beheld a lot of nonfiction picture books. I read scholarly and historical material about picture books and all kinds and qualities of nonfiction. I interviewed experts on children’s literature and data visualization: people working in publishing and universities, writers and visual artists. I attended events and guest lectures at Simmons University and Eric Carle Museum of Picture Book Art, as well as SCBWI Winter Conference “Creating and Selling Children’s Books in 2022” and 14th IBBY Regional Conference in Nashville, Tennessee.

I wrote an article “Why We Need Data Visualization in Children’s Picture Books, Too” to Fulbright Finland’s blog.

Illustrations and text go together

Text-image interaction was one of my main themes of interest, and the book How Picturebooks Work by Maria Nikolajeva and Carole Scott was the main source. The visual/verbal interaction is a key component in why I focus on picture books, and it exists in data visualization, too, but is discussed in different terms. I wrote a blog article Illustrations and text go together where I applied five ways of categorizing text-picture interaction presented by Nikolajeva and Scott for my own data visualization work.

What Illustrators do best

Data visualization made by Illustrators differs from data visualization made by Information Designers: they have different audiences. Molly Bang shows in her book Picture This: How Pictures Work how structural elements in a picture affect our emotions. She suggests the emotion to be very clear before the illustrator starts working on a picture – I believe it’s the same with data. Otherwise the intention might get lost or blurry. That is why I would love to see more data visualization made by illustrators – especially when talking of children as the audience. I wrote a blog article about this, titled Picture this: What illustrators do best.

Lessons in structures

Can a picture book be a data visualization? has been a core question in the whole project. I have encountered examples, but getting familiar with the structures of books was the biggest cue in answering the question. Expository was a new term for me. The whole theme of organizing and structuring information and the content of a whole book resonates with data visualization.

Six categories for presentations of data

The books I focused on in my independent research were nonfiction picture books with a few exceptions from fiction. They were all published in the United States. And originated – with a couple exceptions. I wanted a viable, balanced visual/verbal narrative, so I excluded books that more resembled atlases – where the story was told with primarily verbal narrative and illustrations were in a secondary role. I excluded books with infographics in their title.

The main source library for my work was the Center for the Study of Children’s Literature’s “Book Nook” that displays approximately 5,000 newly published titles for children and young adults. Arriving in January I was able to go through the books of 2021 as well as books of 2022 up until May. Furthermore I looked into older books, mostly through recommendations from teachers and students at Simmons, staff at the Eric Carle Museum of Picture Book Art and interviewees. I also explored books from nonfiction award listings, magazine reviews and at the Public Library of Boston and at bookstores.

Based on my findings I created six categories for the presentations of data, and wrote a blog article for each category. In each article I first go through the presentations of data found on single spreads, used as a part of the narrative. Second, I present books that have a structure fitting the category. These books (under “Looking at Structures”) are all expository.

1. Illustrated Maps

Maps are the most usual form of data visualization in children’s nonfiction picture books. It’s not rare to find maps in fiction picture books, too. A lot of them are world maps. The maps in picture books are usually simple, easy to read and fathom, well annotated. Usually they are focused on telling one thing or a storyline, and it is clearly presented. Read more.

2. Cutaway Illustrations

Cutaway illustrations – including anatomy illustrations and exploded views – can present very different subjects: animals, humans, plants, houses, ships etc. Exploded views are often of technical subjects. Cutaway illustrations are visual information you cannot see in real life: outside and inside both visible at the same time. Read more.

3. Depictions of Time

Timelines or other continuums are the most common depictions of time. The shape can be straight (horizontal or vertical), curved or entirely round. A whole book can be a timeline. Or time can be presented through page numbering of a biography book, standing for years in a person’s life. Read more.

4. Classification

Presentations of data that exhibit classification of some sort are usually seen with animals and plants – based on scientific taxonomies, that are hierarchical. Enumeration, topical outline or the alphabet are also organizational patterns found in nonfiction picture books. Read more.

5. Visual Comparisons

Picture books are great platforms for visual comparisons of size: height, length or area. The play between big and small is visible in a lot of fiction work, too. The actual book can be involved in the comparison. Read more.

6. Numerical Data

Visual representations of numbers and numerical data. Presentations of data in this category show amounts, growth and dividing. This category is what data visualization is often first thought to mean: charts and graphs. These presentations I encountered the least in children’s nonfiction picture books. Read more.


All the examples I show in my articles are not necessarily data visualization, at least on their own; and I don’t wish to encourage the term to be used loosely. But when children are the audience and the intention is to introduce the future world of visual communication I think embracing a wider approach to the term serves the purpose.

A very big and warm thank you for everyone who helped me in my project. Special thanks to Cathryn Mercier and Shelley Isaacson!

I will continue working with these themes: The next phase is in Finland with nonfiction picture books published in Finland and the way they visualize data.

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Depictions of Time

It is common to find timelines in children’s nonfiction picture books in the content or in back matter. Usually time is shown as a continuum, and the choices are made between the shape: whether it is straight (horizontal or vertical), curved or even entirely round.

Timeline is often read as a timeline even though there would not be a visible line at all. Dates, years or other measures of time happening one after (or next to) another reads as a timeline.

Let the Children March by Monica Clark-Robinson & Frank Morrison (Illustrator), 2018

Signs as a timeline suits well the theme of this book. The timeline continues in the endsheets on the back, telling what happened after the children’s march.

Kaleidoscope of Dinosaurs and Prehistoric Life – Their Colors and Patterns Explained by Greer Stothers (Author & Illustrator), 2022

Round timeline like this sometimes suit the spread of a picture book better than a straight line from left to right. In a book shaped like this (portrait) a round timeline fills the spread more evenly than a horizontal line. Interestingly, this runs counterclockwise.

Rescuing Titanic: A true story of quiet bravery in the North Atlantic by Flora Delargy (Author & Illustrator), 2021

Time can be shown in a very daily life kind of way, too: In Rescuing Titanic the reader is kept up to date with time and pace of events by watches (different ones on Titanic and Carpathia) showing the time on nearly every spread. The picture book is very suspenseful, and staying up to date on whether there is hope for Titanic or not (even though you should know…) makes you look at the time in the watches closely!

Chickenology – The Ultimate Encyclopaedia by Barbara Sandri, Francesco Giubbilini & Camilla Pintonato (Illustrator), 2021

This round, fun and surprising egg visualization is structured on the basis of time: starting from poached egg on the left (3min.) and proceeding clockwise to 150° egg (30min.).

Looking at structures

Can a timeline or other depiction of time be the main structural factor of a picture book? Certainly. A lot of narrative nonfiction follows a story arc based on chronology. But to truly use time as a structural element: I have three examples.

Thunderstorm by Arthur Geisert (Author & Illustrator), 2013

Arthur Geisert’s Thunderstorm is one of the best examples of a children’s picture book that is a data visualization. You could call it one wide graph. Graph, where x axis shows time – and y axis tells about the storm in a freedom-filled way! The storm comes, rages and moves forward, away from the pastoral setting we’re viewing. There’s an accordion edition of the book available, the kinship to a graph is even more evident in that version. Thunderstorm is a silent (/wordless) picture book, if the annotations of time in the bottom of some of the pages are not taken into account.

The Important Thing About Margaret Wise Brown by Mac Barnett & Sarah Jacoby (Illustrator), 2019

The Important Thing About Margaret Wise Brown tells about children’s book writer Margaret Wise Brown who lived a life of 42 years. The picture book has 42 pages. This structural undertone follows along throughout the picture book and creates tension, and should I say – a very visceral feeling of what you are reading through.

The Next President: The Unexpected Beginnings and Unwritten Future of America’s Presidents by Kate Messner & Adam Rex (Illustrator), 2020

The Next President is structured around four years: 1789, 1841, 1897 and 1961. The spreads show what presidents alive that year were doing, and of course how old they were. The book’s view on time is thought-provoking: “At least ten of our future presidents are probably alive today.” is how it ends. The future is wide open!

Depictions of Time are the third category I have come up with in my Fulbright project during spring 2022 exploring presentations of data in children’s nonfiction picture books published in the United States (and mostly originated; with few exceptions), especially in the years 2021-22. For more information on the project and on the books I have explored read here.

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