48 Best Graphs Books of All Time

We've ranked the best graphs books using expert recommendations, sales data, and millions of reader ratings. At Shortform, we know books. Our book guides are the best in the world. Learn why.

The Black Swan: The Impact of the Highly Improbable book cover1

The Black Swan: The Impact of the Highly Improbable

Nassim Nicholas Taleb

5.0
A black swan is a highly improbable event with three principal characteristics: It is unpredictable; it carries a massive impact; and, after the fact, we concoct an explanation that makes it appear less random, and more predictable, than it was.

The astonishing success of Google was a black swan; so was 9/11. For Nassim Nicholas Taleb, black swans underlie almost everything about our world, from t
2

The War on Normal People: The Truth About America's Disappearing Jobs and Why Universal Basic Income Is Our Future

Andrew Yang

4.9
From entrepreneur Andrew Yang, the founder of Venture for America, an eye-opening look at how new technologies are erasing millions of jobs before our eyes-and a rallying cry for the urgent steps America must take, including Universal Basic Income, to stabilize our economy.

The shift toward automation is about to create a tsunami of unemployment. Not in the distant future--now. One recent estimate
The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory book cover3

The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory

Brian Greene

4.8
The international bestseller that inspired a major Nova special and sparked a new understanding of the universe, now with a new preface and epilogue.

Brian Greene, one of the world's leading string theorists, peels away layers of mystery to reveal a universe that consists of eleven dimensions, where the fabric of space tears and repairs itself, and all matter—from the smallest quarks to the most ga
The Visual Display of Quantitative Information book cover4

The Visual Display of Quantitative Information

Edward R. Tufte

4.8
The classic book on statistical graphics, charts, tables. Theory and practice in the design of data graphics, 250 illustrations of the best (and a few of the worst) statistical graphics, with detailed analysis of how to display data for precise, effective, quick analysis. Design of the high-resolution displays, small multiples. Editing and improving graphics. The data-ink ratio. Time-series, relat
5

Stellaluna

Janell Cannon

4.8
Stellaluna is the tender story of a lost young bat who finally finds her way safely home to her mother and friends. This award-winning book by Janell Cannon has sold over 500,000 copies and was on the bestseller list for more than two years.
6

The Great Graph Contest

Loreen Leedy

4.8
Learn everything about graphs, charts, and how to organize information in this fun picture book introduction.

Follow two comical creatures as they go graph-crazy! Gonk the frog and his friend Chester have all kinds of questions-- do more of their friends like mud, or not? Who has the biggest feet? What color butterfly is most common?

In order to answer these questions, the two friends make all kind
7

Twilight: The Graphic Novel, Vol. 2 (Twilight: The Graphic Novel, #2)

Stephenie Meyer, Young Kim

4.8
Having uncovered the dark secret of her enigmatic classmate, Edward Cullen, Bella Swan embraces her feelings for him, trusting Edward to keep her safe despite the risks. When a rival clan of vampires makes its way into Forks, though, the danger to Bella has never been more real. Will she make the ultimate sacrifice to protect the people dearest to her?

The second volume of Twilight: The Graphic Nov
8

Animals by the Numbers: A Book of Infographics

Steve Jenkins

4.8
How many species are there across the globe?
How much do all of the insects in the world collectively weigh?
How far can animals travel?

Steve Jenkins answers these questions and many more with numbers, images, innovation, and authoritative science in his latest work of illustrated nonfiction. Jenkins layers his signature cut-paper illustrations alongside computer graphics and a text that is te
9

Grandpa's Teeth

Rod Clement

4.7
"Help, I've been robbed!
It'sth a disthasthter!"
Grandpa's teeth, handmade by the finest Swiss craftsman, are gone -- stolen from his bedside table! Grandpa suspects anyone who doesn't smile widely enough to prove that their teeth are their own. Soon everyone in town is smiling -- all the time -- and their ghastly grins are frightening the tourists away. Can the culprit be caught before the whole to
10

Information is Beautiful

David McCandless

4.7
Facts, statistics, issues, theories, relationships, numbers, words - there is just too much information in the world. We need a brand new way to take it all in. 'Information is Beautiful' transforms the ideas surrounding and swamping us into graphs and maps that anyone can follow at a single glance.
11

How to Draw Fantasy Art and RPG Maps: Step by Step Cartography for Gamers and Fans

Jared Blando

4.7
The power of creation is at your fingertips!

Orcs prepare for battle against high Elves, Dwarves retreat to the mountains and men march to the sea to reclaim crumbling fortresses. Fortunes are decided. Kingdoms are lost. Entire worlds are created. This book will teach you to bring your fictional realm to life with simple step-by-step instructions on how to draw authentic fantasy maps. Set the stage
12

RPG Grid Paper Composition Book: Blank Quad Ruled Graph Paper for Role Playing Games (50 sheets, thick 60 lb cream paper, 1/4 inch squares, 9.75 x 7.5)

RPG Masters

4.7
13

Super Graphic: A Visual Guide to the Comic Book Universe

Tim Leong

4.7
The comic book universe is adventurous, mystifying, and filled with heroes, villains, and cosplaying Comic-Con attendees. This book by one of Wired magazine's art directors traverses the graphic world through a collection of pie charts, bar graphs, timelines, scatter plots, and more. Super Graphic offers readers a unique look at the intricate and sometimes contradictory storylines that weave their
14

Tally O'Malley

Stuart J. Murphy, Cynthia Jabar

4.7
The O'Malleys are off to the beach! But it's a long, hot, boring drive. What can Eric, Bridget, and Nell do to keep busy? Play tally games, of course—counting up all the gray cars or green T-shirts they see. Whoever has the most marks at the end wins the game. This nonfiction picture book is an excellent choice to share during homeschooling, in particular for children ages 5 to 7. It’s a fun way t
15

Maps, Charts and Graphs, Level D, States and Regions

MODERN CURRICULUM PRESS

4.7
Graph Theory with Applications to Engineering and Computer Science book cover16

Graph Theory with Applications to Engineering and Computer Science

Narsingh Deo

4.7
This outstanding introductory treatment of graph theory and its applications has had a long life in the instruction of advanced undergraduates and graduate students in all areas that require knowledge of this subject. The first nine chapters constitute an excellent overall introduction, requiring only some knowledge of set theory and matrix algebra. Topics include paths and circuits, trees and fun
17

Graph Algorithms: Practical Examples in Apache Spark & Neo4j

Mark Needham and Amy E. Hodler

4.7
Discover how graph algorithms can help you leverage the relationships within your data to develop more intelligent solutions and enhance your machine learning models. You'll learn how graph analytics are uniquely suited to unfold complex structures and reveal difficult-to-find patterns lurking in your data. Whether you are trying to build dynamic network models or forecast real-world behavior, thi
18

Algorithms Illuminated (Part 2): Graph Algorithms and Data Structures

Tim Roughgarden

4.7
Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms Illuminated is an accessible introduction to the subject for anyone with at least a little programmin
A First Course in Graph Theory book cover19

A First Course in Graph Theory

Gary Chartrand and Ping Zhang

4.7
Written by two of the most prominent figures in the field of graph theory, this comprehensive text provides a remarkably student-friendly approach. Geared toward undergraduates taking a first course in graph theory, its sound yet accessible treatment emphasizes the history of graph theory and offers unique examples and lucid proofs. 2004 edition.
Introduction to Graph Theory book cover20

Introduction to Graph Theory

Richard J. Trudeau

4.7
A stimulating excursion into pure mathematics aimed at "the mathematically traumatized," but great fun for mathematical hobbyists and serious mathematicians as well. This book leads the reader from simple graphs through planar graphs, Euler's formula, Platonic graphs, coloring, the genus of a graph, Euler walks, Hamilton walks, more. Includes exercises. 1976 edition.
21

Lemonade for Sale

Stuart J. Murphy

4.7
Four kids and their sidekick, Petey the Parrot, run a lemonade stand whose patrons include all kinds of wacky neighbors—even a juggler. They create a bar graph to track the rise and fall of their lemonade sales. Author Stuart Murphy and illustrator Tricia Tusa make understanding bar graphs a breeze with lively art and a warm story. This nonfiction picture book is an excellent choice to share durin
The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios book cover22

The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios

Steve Wexler, Jeffrey Shaffer, et al.

4.7
The definitive reference book with real-world solutions you won't find anywhere elseTheBig Book of Dashboards presents a comprehensive reference for those tasked with building or overseeing the development of business dashboards.

Comprising dozens of examples that address different industries and departments (healthcare, transportation, finance, human resources, marketing, customer service, sports,
23

Handbook of Mathematical Functions: with Formulas, Graphs, and Mathematical Tables

Milton Abramowitz and Irene A. Stegun

4.7
Students and professionals in the fields of mathematics, physics, engineering, and economics will find this reference work invaluable. A classic resource for working with special functions, standard trig, and exponential logarithmic definitions and extensions, it features 29 sets of tables, some to as high as 20 places.
24

The Iconic Logic of Peirce's Graphs

Sun-Joo Shin

4.7
At the dawn of modern logic, Charles S. Peirce invented two types of logical systems, one symbolic and the other graphical. In this book Sun-Joo Shin explores the philosophical roots of the birth of Peirce's Existential Graphs in his theory of representation and logical notation. Shin demonstrates that Peirce is the first philosopher to lay a solid philosophical foundation for multimodal represent
25

Looking Inside the Brain: The Power of Neuroimaging

Denis Le Bihan and Teresa Lavender Faga

4.7
The remarkable story of how today's brain scanning techniques were developed, told by one of the field's pioneers

It is now possible to witness human brain activity while we are talking, reading, or thinking, thanks to revolutionary neuroimaging techniques like magnetic resonance imaging (MRI). These groundbreaking advances have opened infinite fields of investigation--into such areas as musical pe
26

Challenging Graph Art, Grades 2-6

Erling Teacher Created Resources Staff

4.7
A book created to give students the practic they need in a fun format.
27

Discrete Mathematics with Graph Theory

Edgar Goodaire and Michael Parmenter

4.7
This title is part of the Pearson Modern Classics series. Pearson Modern Classics are acclaimed titles at a value price. Please visit www.pearsonhighered.com/math-classics... for a complete list of titles.
Far more "user friendly" than the vast majority of similar books, this text is truly written with the "beginning" reader in mind. The pace is tight, the style is light, and the text emphasizes
Graph Theory book cover28

Graph Theory

Ronald Gould

4.7
This introduction to graph theory focuses on well-established topics, covering primary techniques and including both algorithmic and theoretical problems. The algorithms are presented with a minimum of advanced data structures and programming details. This thoroughly corrected 1988 edition provides insights to computer scientists as well as advanced undergraduates and graduate students of topology
The Practitioner's Guide to Graph Data book cover29

The Practitioner's Guide to Graph Data

Denise Gosnell, Matthias Broecheler

4.7
How do you apply graph thinking to solve complex problems? With this practical guide, data scientists will learn how to think about data as a graph and determine if graph technology is right for your company. You'll learn techniques for building scalable, real-time, and multimodel architectures that solve complex problems with graph data.

Authors Denise Koessler Gosnell and Matthias Broecheler show
30

Visual Literacy

Marcia Weaver, LearningExpress

4.7
31

Spurious Correlations

Tyler Vigen

4.6
"Spurious Correlations ... is the most fun you'll ever have with graphs."--Bustle

Military intelligence analyst and Harvard Law student Tyler Vigen illustrates the golden rule that "correlation does not equal causation" through hilarious graphs inspired by his viral website.

Is there a correlation between Nic Cage films and swimming pool accidents? What about beef consumption and people getting stru
32

Ants Rule: The Long and Short of It

Bob Barner

4.6
The ants need to plan the Blowout Bug Jamboree! But how can they build a thrilling carnival ride for the festival if they don't know how many bugs will come, or how big those bugs will be? This is a colorful and fun-filled introduction to nonstandard measurement, comparison, and organizing and representing data. As caterpillars, butterflies, and other insects are measured and compared in lengths o
33

The Natural World

Jon Richards, Ed Simkins

4.6
Be amazed by the real-life size of the world's largest spider; discover which animal can jump the equivalent of a human leaping over a skyscraper; measure the length of a blue whale in buses, people, and basketball courts; and more!

From the animal classification system and DNA to reproduction, food webs, and the world's fastest animals, this book explores the natural world using a wide variety of
34

Food Fight: The Citizen's Guide to a Food and Farm Bill

Daniel Imhoff, Michael Pollan

4.6
The Farm Bill is perhaps the single most significant land use legislation enacted in the United States, yet many citizens remain unaware of its power and scope. With subsidies ballooning toward $25 billion dollars per year, the Farm Bill largely dictates who grows what crops, on what acreage, and under what conditions—all with major impacts on the country's rural economies, health and nutrition, n
35

Algorithms in C, Parts 1-5 (Bundle): Fundamentals, Data Structures, Sorting, Searching, and Graph Algorithms

Robert Sedgewick

4.6
36

Graph Paper Notebook: Squared Graphing Paper * Blank Quad Ruled * Large (8.5" X 11") * Softback

smART bookx

4.6
Graph Paper Notebook [ $5.50/ 3.99 ]. If Look inside isn't loading, click the blue smART bookx link above to look on our website.
[Please Note: pages are NOT perforated]

Interior:
- 100 pages of thick white 55 lb paper (minimizes ink bleed-through),
- Grid ruled on both sides, with thin lines that don't overpower personal notation,
- Quad ruled (4 squares per inch),
- Pages have borders and are
37

Jihad vs. McWorld

Benjamin Barber

4.6
How Globalism & Tribalism Are Reshaping the World
As soon as you hear the conceit of this book--that there are two great opposing forces at work in the world today, border-crossing capitalism and splintering factionalism, and that they are the two biggest threats to democracy--you know it rings true enough to be worth reading. Although capitalism could have only grown to current levels in the soil
Topological Graph Theory book cover38

Topological Graph Theory

Jonathan L. Gross and Thomas W. Tucker

4.6
Clear, comprehensive introduction emphasizes graph imbedding but also covers thoroughly the connections between topological graph theory and other areas of mathematics. Discussion of imbeddings into surfaces is combined with a complete proof of the classification of closed surfaces. Authors explore the role of voltage graphs in the derivation of genus formulas, explain the Ringel-Youngs theorem —
39

Graphic Discovery: A Trout in the Milk and Other Visual Adventures

Howard Wainer

4.6
Good graphs make complex problems clear. From the weather forecast to the Dow Jones average, graphs are so ubiquitous today that it is hard to imagine a world without them. Yet they are a modern invention. This book is the first to comprehensively plot humankind's fascinating efforts to visualize data, from a key seventeenth-century precursor--England's plague-driven initiative to register vital s
40

The Grizzly Gazette

Stuart J. Murphy, Steve Bjorkman

4.6
It's the last week of Camp Grizzly, and the campers are preparing to elect a mascot. Each day the Grizzly Gazette takes a poll to see who has the biggest percentage of the vote so far. Is it Sophie? Is it Daniel? Or could it be Corey, the new entry in the race?

Corey's determined to do her best. But she's got to make up for lost time. Can she win out over Daniel and Sophie? No one will know for sur
The Fascinating World of Graph Theory book cover41

The Fascinating World of Graph Theory

Arthur Benjamin, Gary Chartrand, et al.

4.6
The history, formulas, and most famous puzzles of graph theory

Graph theory goes back several centuries and revolves around the study of graphs--mathematical structures showing relations between objects. With applications in biology, computer science, transportation science, and other areas, graph theory encompasses some of the most beautiful formulas in mathematics--and some of its most famous pro
42

Thuggin In Miami (The Family Is Made: Part 1)

R. A. Robinson, Cathy Givens, et al

4.6
After the death of his father, Rich Kid takes his destructive, malicious, and loyal team of hustlers, known amongst them-selves as The Family, to the next level of thuggin. Using his relationships within the drug distribution realm, Richard catapults his growing empire, taking down anyone who stands in his way. Rich Kid’s Family soon becomes a force to reckon with; one that evokes fear in the hear
43

Mathematickles!

Betsy Franco, Steven Salerno

4.6
crisp airshadows tall

+ cat's thick coat

signs of fall

Join a girl and her cat on a magical tour of the seasons as they wend their way through colorful, math-filled landscapes and jubilant, fun-filled mathscapes.

Poet Betsy Franco and fine artist Steven Salerno playfully combine the language of poetry and simple mathematical concepts with stunning artwork -- an equation that equals "Mathematickles!"
44

Scholastic Kid's Almanac For The 21st Century

Elaine Pascoe

4.6
More than 50 important reference topics come to life through vivid, detailed, full-color graphics in this one-of-a-kind almanac for children. From Aerospace to Zodiac, this easy-to-read reference presents information in a clear, visually appealing format that will engage young readers. Full color.
45

Functions and Graphs: A Clever Study Guide

James Tanton

4.6
46

Arithmetic 3 - Abeka 3rd Grade 3 Mathematics Multiplication, Division, Conversions, Fractions, Geometric Concepts, Graphs, and Story Problems Student Work Text

Abeka

4.6
47

Domain-Specific Knowledge Graph Construction (SpringerBriefs in Computer Science)

Mayank Kejriwal

4.6
48

Graph Notebook : 5mm Graph Paper Sheets/Composition Book Journal: 120 Pages, A4, 8.5 x 11 Composition Book 5mm Small Boxes Graph Paper Pages: Volume 2 (Graph Notebooks)

Blank Books 'N' Journals

4.5
This Faith Journal For Women is a notebook and journal in one. With prompts that ask questions like, "how is God manifesting in my life," to "What God is teaching me" about particular scriptures, with room to write your daily scripture and lots of pages for your notes and action points. There is also a section for listing the things you are grateful for (gratitude journal) and also who or what you