100 books like Power in Numbers

By Talithia Williams,

Here are 100 books that Power in Numbers fans have personally recommended if you like Power in Numbers. Shepherd is a community of 11,000+ authors and super readers sharing their favorite books with the world.

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Book cover of Invisible Women: Data Bias in a World Designed for Men

Kara Alaimo Author Of Over The Influence: Why Social Media is Toxic for Women and Girls - And How We Can Take it Back

From my list on what it’s like to be a woman in this sexist, misogynistic world.

Why am I passionate about this?

I’m a communication professor at Fairleigh Dickinson University, a social media user, and a mom. After Donald Trump won the 2016 presidential election, I wrote an op-ed for CNN arguing that he’d won the election on social media, and I just never stopped writing. A few hundred op-eds and a book later, I’m still interested in what social media is doing to us all and the issues women are up against in our society. My book allowed me to explore how social media is impacting every single aspect of the lives of women and girls and exactly what we can do about it. I wrote it as a call to arms.

Kara's book list on what it’s like to be a woman in this sexist, misogynistic world

Kara Alaimo Why did Kara love this book?

The opening of this book about how public transport systems have been designed to get men where they need to go (to the city center for work) but not women where we often go (all over neighborhoods caring for people) just blew my mind.

I loved how Criado Perez challenges so many things we take for granted – like why you can go out with a client after work and expense your steak and drinks but not the babysitter you have to hire. Her explanations of how the world is basically designed for men helped me understand why the voice control system in my car never seems to understand me and why there’s always a line for the ladies’ room.

By Caroline Criado Perez,

Why should I read it?

13 authors picked Invisible Women as one of their favorite books, and they share why you should read it.

What is this book about?

Winner of the 2019 Financial Times and McKinsey Business Book of the Year Award
Winner of the 2019 Royal Society Science Book Prize

Data is fundamental to the modern world. From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.

Celebrated feminist advocate…


Book cover of Lessons in Chemistry

Karina Robles Bahrin Author Of The Accidental Malay

From my list on women who “misbehave”.

Why am I passionate about this?

Growing up as a bi-racial Malay Filipina in a country that only recognizes my Malay-Muslim heritage, I have always inadvertently never quite met the standards of what constitutes a “good Malay Muslim woman.” My circumstances have meant I am always drawn to stories of women who strain against the confines of their societies and desire more for themselves than what is considered acceptable by polite society. Whether they achieve their goals by coloring within the lines or straying outside them, their journeys are what continue to inspire me to live my own life as authentically as possible.

Karina's book list on women who “misbehave”

Karina Robles Bahrin Why did Karina love this book?

I love this novel for its hilarious, unique take on the rage-against-the-patriarchy trope. Elizabeth Zott, the novel’s lead, is a refreshing portrayal of a woman battling the world of mansplaining while doing it in the most stereotypically “female” way—cooking up a storm! As a chemist, her scientific breakdowns of how ingredients chemically react with one another make for many humourous moments on the page. 

This is a book that will have you hooting with laughter and rooting alongside the protagonist till the very end. It mirrored the frustrations I have often felt as a working woman and left me vindicated for the times I, too, have “behaved badly” in male company.

By Bonnie Garmus,

Why should I read it?

73 authors picked Lessons in Chemistry as one of their favorite books, and they share why you should read it.

What is this book about?

NEW YORK TIMES BESTSELLER • GOOD MORNING AMERICA BOOK CLUB PICK • Meet Elizabeth Zott: a “formidable, unapologetic and inspiring” (PARADE) scientist in 1960s California whose career takes a detour when she becomes the unlikely star of a beloved TV cooking show in this novel that is “irresistible, satisfying and full of fuel. It reminds you that change takes time and always requires heat” (The New York Times Book Review).

A BEST BOOK OF THE YEAR: The New York Times, Washington Post, NPR, Oprah Daily, Newsweek, GoodReads

"A unique heroine ... you'll find yourself wishing she wasn’t fictional." —Seattle Times…


Book cover of The Worlds I See: Curiosity, Exploration, and Discovery at the Dawn of AI

Jo Boaler Author Of Math-ish: Finding Creativity, Diversity, and Meaning in Mathematics

From my list on women rocking math and science.

Why am I passionate about this?

I'm a British writer, (though I now live and work in California) and a Stanford professor who is passionate about helping everyone know they have endless potential and that math is a subject of creativity, connections, and beautiful ideas. I spend time battling against math elitism, systemic racism, and the other barriers that have stopped women and people of color from going forward in STEM. I am the cofounder of youcubed, a site that inspires millions of educators and their students, with creative mathematics and mindset messages. I've also made a math app, designed to help students feel good about struggling, called Struggly.com. I love to write books that help people develop their mathematical superpowers!

Jo's book list on women rocking math and science

Jo Boaler Why did Jo love this book?

This is a beautiful science memoir, that tells the story of fellow Stanford professor Fei-Fei’s Li’s life.

It gives deep insights into the challenges of life in the United States, growing up as an immigrant from a loving but low-income home, and her rise to becoming one of the most important and influential AI leaders of our time. The interweaving of the story of the genesis of AI as a field and Fei-Fei as a scientist is fascinating and educative. 

Fei-Fei’s excitement for science and knowledge, combined with her commitment to family and relationships, makes for a delightful and inspirational read.

By Fei-Fei Li,

Why should I read it?

1 author picked The Worlds I See as one of their favorite books, and they share why you should read it.

What is this book about?

Wired called Dr. Fei-Fei Li "one of a tiny group of scientists-a group perhaps small enough to fit around a kitchen table-who are responsible for AI's recent remarkable advances."
Known to the world as the creator of ImageNet, a key catalyst of modern artificial intelligence, Dr. Li has spent more than two decades at the forefront of the field. But her career in science was improbable from the start. As immigrants, her family faced a difficult transition from China's middle class to American poverty. And their lives were made all the harder as they struggled to care for her ailing…


Book cover of Is Math Real? How Simple Questions Lead Us to Mathematics' Deepest Truths

Jo Boaler Author Of Math-ish: Finding Creativity, Diversity, and Meaning in Mathematics

From my list on women rocking math and science.

Why am I passionate about this?

I'm a British writer, (though I now live and work in California) and a Stanford professor who is passionate about helping everyone know they have endless potential and that math is a subject of creativity, connections, and beautiful ideas. I spend time battling against math elitism, systemic racism, and the other barriers that have stopped women and people of color from going forward in STEM. I am the cofounder of youcubed, a site that inspires millions of educators and their students, with creative mathematics and mindset messages. I've also made a math app, designed to help students feel good about struggling, called Struggly.com. I love to write books that help people develop their mathematical superpowers!

Jo's book list on women rocking math and science

Jo Boaler Why did Jo love this book?

I love all of Eugenia’s books, she is a cool mathematician working to educate the public about real mathematics – a subject of deep explorations and connected ideas.

Eugenia shares the creativity in mathematics, and the importance of pushing against boundaries, including the gender boundaries that often stop girls and women going forward in STEM. Her playful use of mathematical ideas to disrupt the myths of narrow and inequitable mathematics and the dominance of men in the field, is so fascinating, especially for those of us perturbed by the inequities in STEM.

This is a great book for those who would like to love mathematics a little more than they do now.

By Eugenia Cheng,

Why should I read it?

1 author picked Is Math Real? How Simple Questions Lead Us to Mathematics' Deepest Truths as one of their favorite books, and they share why you should read it.

What is this book about?

One of the world’s most creative mathematicians offers a new way to look at math—focusing on questions, not answers 

Where do we learn math: From rules in a textbook? From logic and deduction? Not really, according to mathematician Eugenia Cheng: we learn it from human curiosity—most importantly, from asking questions. This may come as a surprise to those who think that math is about finding the one right answer, or those who were told that the “dumb” question they asked just proved they were bad at math. But Cheng shows why people who ask questions like “Why does 1 +…


Book cover of Too Much Happiness

Sarah Hart Author Of Once Upon a Prime: The Wondrous Connections Between Mathematics and Literature

From my list on mathematician characters.

Why am I passionate about this?

I’m a mathematician and incurable book-lover. It’s been one of the joys of my life to explore the links between mathematics and literature. The stories we tell ourselves about mathematics and mathematicians are fascinating, and especially the ways in which mathematicians are portrayed in fiction. I’m the first female Professor of Geometry at Gresham College, London, a role created in 1597. I don’t fit the mathematician stereotype of the dishevelled old man, obsessed only with numbers (well, perhaps I am slightly dishevelled), so I particularly relish books featuring mathematicians who bring more to the party than this. I hope you’ll enjoy my recommended books as much as I did!  

Sarah's book list on mathematician characters

Sarah Hart Why did Sarah love this book?

Too Much Happiness, the title story in a 2009 collection by Alice Munro, is a fictionalised account of the last days in the life of mathematician Sofya Kovalevskaya.

What really grabbed me was the way Munro managed to express, with wonderful economy, the way that Kovalevskaya’s acceptance as a woman mathematician in the 19th century felt conditional – she won prizes but had to fight to get a job; if she travelled for work people would allude to the daughter at home who might need her: “a jab there, a suggestion familiar to her, of faulty motherhood”.

It’s a beautiful and poignant portrayal of a complicated, brilliant woman. 

By Alice Munro,

Why should I read it?

1 author picked Too Much Happiness as one of their favorite books, and they share why you should read it.

What is this book about?

WINNER OF THE NOBEL PRIZE IN LITERATURE

These are beguiling, provocative stories about manipulative men and the women who outwit them, about destructive marriages and curdled friendships, about mothers and sons, about moments which change or haunt a life. Alice Munro's stories surprise and delight, turning lives into art, expanding our world and shedding light on the strange workings of the human heart.


Book cover of Mathematics for the Million: How to Master the Magic of Numbers

David Acheson Author Of The Wonder Book of Geometry: A Mathematical Story

From my list on mathematics for the general reader.

Why am I passionate about this?

I am an applied mathematician at Oxford University, and author of the bestseller 1089 and All That, which has now been translated into 13 languages. In 1992 I discovered a strange mathematical theorem – loosely related to the Indian Rope Trick - which eventually featured on BBC television. My books and public lectures are now aimed at bringing mainstream mathematics to the general public in new and exciting ways.

David's book list on mathematics for the general reader

David Acheson Why did David love this book?

This book has haunted me for years. For what is it, exactly, that gives it such enduring popularity? After all, it was first published in 1936, yet is still in print today. In his autobiography, Hogben remarks on the importance of eye-catching illustrations but speculates that its success may instead be because the book contains – most unusually for a 'popular' work – exercises and answers, making it more suitable for self-teaching. Whatever the real answer, his book must surely have something to teach anyone – like myself – who aspires to bring mainstream mathematics to life for the general public.

By Lancelot Hogben,

Why should I read it?

1 author picked Mathematics for the Million as one of their favorite books, and they share why you should read it.

What is this book about?

Explains mathematics from counting to calculus in the light of man's changing social achievements.


Book cover of Einstein's Dreams

Mario Livio Author Of Galileo: And the Science Deniers

From my list on science, mathematics, and philosophy.

Why am I passionate about this?

Mario Livio is an astrophysicist and author of seven popular science books, including the bestsellers The Golden Ratio and Brilliant Blunders. He worked for 24 years (till 2015) with the Hubble Space Telescope, and published more than 500 scientific papers. He lectures regularly to the general public, and has appeared on television programs ranging from 60 Minutes to NOVA to The Daily Show.

Mario's book list on science, mathematics, and philosophy

Mario Livio Why did Mario love this book?

An enthralling, fictional description of a young scientist (Einstein) and his dreams/thoughts about space, time, relativity, and the nature of reality. The book fictionalizes Einstein’s dreams in 1905, his “Annus Mirabilis” (“Miracle Year”), in which he wrote four fundamental papers, including one on his theory of Special Relativity. While this is a work of fiction, the physics concepts are beautifully explained.

By Alan Lightman,

Why should I read it?

1 author picked Einstein's Dreams as one of their favorite books, and they share why you should read it.

What is this book about?

It is ten minutes past six by the invisible clock on the wall. The young patents clerk sprawls in his chair, dreaming about time. He is Albert Einstein, and in his dreams he imagines new worlds, in which time can be circular, or flow backwards, or slow down at higher altitudes.


Book cover of How Not to Be Wrong: The Power of Mathematical Thinking

Martin Erwig Author Of Once Upon an Algorithm: How Stories Explain Computing

From my list on computer science without coding.

Why am I passionate about this?

I’m a professor of computer science at Oregon State University. My research focus is on programming languages, but I also work on computer science education and outreach. I grew up in Germany and moved to the United States in 2000. Since computer science is a fairly new and not widely understood discipline, I am interested in explaining its core ideas to the general public. I believe that in order to attract a more diverse set of people to the field we should emphasize that coding is only a small part of computer science.

Martin's book list on computer science without coding

Martin Erwig Why did Martin love this book?

This book is not about computing, but it is relevant in an indirect way. I love this book, since it is written in such an engaging style and illustrates with many examples that math is not a dry subject to be practiced only by mathematicians but helps everyone to solve real-world problems. The book shows how important it is to be precise in describing problems and that applying a little mathematical rigor goes a long way in solving them. Ellenberg describes mathematics as the “extension of common sense by other means.” In a similar way, I view computer science as the extension of problem-solving methods (aka “algorithms”) by other means. 

By Jordan Ellenberg,

Why should I read it?

3 authors picked How Not to Be Wrong as one of their favorite books, and they share why you should read it.

What is this book about?

"Witty, compelling, and just plain fun to read . . ." -Evelyn Lamb, Scientific American

The Freakonomics of math-a math-world superstar unveils the hidden beauty and logic of the world and puts its power in our hands

The math we learn in school can seem like a dull set of rules, laid down by the ancients and not to be questioned. In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view is: Math isn't confined to abstract incidents that never occur in real life, but rather touches everything we do-the whole world is shot through…


Book cover of How to Think Like a Mathematician

Lara Alcock Author Of How to Study as a Mathematics Major

From my list on studying undergraduate mathematics.

Why am I passionate about this?

I am a Reader in the Mathematics Education Centre at Loughborough University in the UK. I have always loved mathematics and, when I became a PhD student and started teaching, I realized that how people think about mathematics is fascinating too. I am particularly interested in demystifying the transition to proof-based undergraduate mathematics. I believe that much of effective learning is not about inherent genius but about understanding how theoretical mathematics works and what research tells us about good study strategies. That is what these books, collectively, are about.

Lara's book list on studying undergraduate mathematics

Lara Alcock Why did Lara love this book?

Many undergraduate mathematics books – even those aimed at new students – are dense, technical, and difficult to read at any sort of speed. This is a natural feature of books in a deductive science, but it can be very discouraging, even for dedicated students. Houston’s book covers many ideas useful at the transition to proof-based mathematics, and he has worked extensively and attentively with students at that stage. Consequently, his book maintains high mathematical integrity and has lots of useful exercises while also being an unusually friendly read.

By Kevin Houston,

Why should I read it?

1 author picked How to Think Like a Mathematician as one of their favorite books, and they share why you should read it.

What is this book about?

Looking for a head start in your undergraduate degree in mathematics? Maybe you've already started your degree and feel bewildered by the subject you previously loved? Don't panic! This friendly companion will ease your transition to real mathematical thinking. Working through the book you will develop an arsenal of techniques to help you unlock the meaning of definitions, theorems and proofs, solve problems, and write mathematics effectively. All the major methods of proof - direct method, cases, induction, contradiction and contrapositive - are featured. Concrete examples are used throughout, and you'll get plenty of practice on topics common to many…


Book cover of Mathematical Writing

Lara Alcock Author Of How to Study as a Mathematics Major

From my list on studying undergraduate mathematics.

Why am I passionate about this?

I am a Reader in the Mathematics Education Centre at Loughborough University in the UK. I have always loved mathematics and, when I became a PhD student and started teaching, I realized that how people think about mathematics is fascinating too. I am particularly interested in demystifying the transition to proof-based undergraduate mathematics. I believe that much of effective learning is not about inherent genius but about understanding how theoretical mathematics works and what research tells us about good study strategies. That is what these books, collectively, are about.

Lara's book list on studying undergraduate mathematics

Lara Alcock Why did Lara love this book?

Mathematics requires accurate calculation, and students sometimes think that getting the right answer is enough. But mathematics is also about valid logical arguments, and the demand for clear communication increases through an undergraduate degree. Students, therefore, need to learn to write professionally, with attention to general issues like good grammar, and mathematics-specific issues like accuracy in notation, precision in logical language, and structure in extended arguments. Vivaldi’s book has a great many examples and exercises, and students could benefit from studying it systematically or from dipping into it occasionally and reflecting on small ways to improve.

By Franco Vivaldi,

Why should I read it?

1 author picked Mathematical Writing as one of their favorite books, and they share why you should read it.

What is this book about?

This book teaches the art of writing mathematics, an essential -and difficult- skill for any mathematics student.

The book begins with an informal introduction on basic writing principles and a review of the essential dictionary for mathematics. Writing techniques are developed gradually, from the small to the large: words, phrases, sentences, paragraphs, to end with short compositions. These may represent the introduction of a concept, the abstract of a presentation or the proof of a theorem. Along the way the student will learn how to establish a coherent notation, mix words and symbols effectively, write neat formulae, and structure a…


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