Fans pick 89 books like Counting

By Deborah Stone,

Here are 89 books that Counting fans have personally recommended if you like Counting. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

When you buy books, we may earn a commission that helps keep our lights on (or join the rebellion as a member).

Book cover of The Secret Lives of Color

Rachel Mae Smith Author Of Colorful Living

From my list on live a colorful, vibrant life.

Why am I passionate about this?

When I was at one of the lowest points of my life, color saved me. I started my color journey over a decade ago with a pack of Pantone postcards and walks around my neighborhood, and now I have the privilege of writing about color full-time. It’s amazing what a change of perspective color can bring. I hope that the books on this list spark something within you to add more joy to your day to day. Because life is too short not to have fun—especially with color!

Rachel's book list on live a colorful, vibrant life

Rachel Mae Smith Why did Rachel love this book?

As someone who studied history and who loves color, this book is the perfect hybrid of color with depth! Not only are there several unique shades of colors (it goes way beyond ROYGBIV), but the origins and historical context of them were fascinating!

It really helped me learn so much more about color. The biggest takeaway is that while sometimes people tend to view color as something for children, this proves historically how great of an impact it has on humans.

By Kassia St. Clair,

Why should I read it?

5 authors picked The Secret Lives of Color as one of their favorite books, and they share why you should read it.

What is this book about?

One of USA Today's "100 Books to Read While Stuck at Home During the Coronavirus Crisis"

A dazzling gift, the unforgettable, unknown history of colors and the vivid stories behind them in a beautiful multi-colored volume.

"Beautifully written . . . Full of anecdotes and fascinating research, this elegant compendium has all the answers." -NPR, Best Books of 2017

The Secret Lives of Color tells the unusual stories of seventy-five fascinating shades, dyes, and hues. From blonde to ginger, the brown that changed the way battles were fought to the white that protected against the plague, Picasso's blue period to…


Book cover of The Essence of Style: How the French Invented High Fashion, Fine Food, Chic Cafes, Style, Sophistication, and Glamour

Richard Scholar Author Of Émigrés: French Words That Turned English

From my list on just how much English owes French.

Why am I passionate about this?

I have long been struck, as a learner of French at school and later a university professor of French, by how much English borrows from French language and culture. Imagine English without naïveté and caprice. You might say it would lose its raison d’être My first book was the history of a single French phrase, the je-ne-sais-quoi, which names a ‘certain something’ in people or things that we struggle to explain. Working on that phrase alerted me to the role that French words, and foreign words more generally, play in English. The books on this list helped me to explore this topic—and more besides—as I was writing Émigrés.

Richard's book list on just how much English owes French

Richard Scholar Why did Richard love this book?

This is cultural history with a difference and of a difference. It teaches you a lot about the reputation for fashionable culture that France enjoyed for centuries all over the world and continues to enjoy to this day. How much of all that is already packed into the book’s subtitle! The rest of the book is just as accessible and lively and unwilling ever to take itself too seriously. 

By Joan DeJean,

Why should I read it?

2 authors picked The Essence of Style as one of their favorite books, and they share why you should read it.

What is this book about?

What makes fashionistas willing to pay a small fortune for a particular designer accessory? Why does a special occasion only become really special when a champagne cork pops? Why are diamonds the status symbol gemstone, instantly signifying wealth, power, and even emotional commitment? Writing with great elan, one of the foremost authorities on seventeenth-century French culture provides the answer to these and other fascinating questions in her account of how, at one glittering moment in history, the French under Louis XIV set the standards of sophistication, style, and glamour that still rule our lives today. Joan DeJean takes us back…


Book cover of The Devil's Cloth: A History of Stripes

Carolyn Purnell Author Of The Sensational Past: How the Enlightenment Changed the Way We Use Our Senses

From my list on everyday things we take for granted.

Why am I passionate about this?

I’m a historian who’s spent far too much time thinking about how the color magenta contributed to climate change and why eighteenth-century humanitarians were obsessed with tobacco enemas. My favorite historical topics—like sensation, color, and truth—don’t initially seem historical, but that’s exactly why they need to be explored. I’ve learned that the things that seem like second nature are where our deepest cultural assumptions and unconscious biases hide. In addition to writing nonfiction, I’ve been lucky enough to grow up on a ranch, live in Paris, work as an interior design writer, teach high school and college, and help stray dogs get adopted.

Carolyn's book list on everyday things we take for granted

Carolyn Purnell Why did Carolyn love this book?

The French historian Michel Pastoureau is the master of finding topics you never knew could have a history. His research spans from the history of blue to the history of the bear, and everything he writes makes you see the world with new eyes. One of my favorites is this slim volume about the history of stripes. Pastoureau explains why stripes were associated with the devil in the Middle Ages, why sailors and swimmers took to stripes, and why cultural preferences have shifted from horizontal stripes to vertical stripes and back again. He convincingly shows that the history of the stripe is really a history of the impulse to contain social groups and people.

By Michel Pastoureau, Jody Gladding,

Why should I read it?

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

What is this book about?

To stripe a surface serves to distinguish it, to point it out, to oppose it or associate it with another surface, and thus to classify it, to keep an eye on it, to verify it, even to censor it.
Throughout the ages, the stripe has made its mark in mysterious ways. From prisoners' uniforms to tailored suits, a street sign to a set of sheets, Pablo Picasso to Saint Joseph, stripes have always made a bold statement. But the boundary that separates the good stripe from the bad is often blurred. Why, for instance, were stripes associated with the devil…


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Book cover of I Am Taurus

I Am Taurus By Stephen Palmer,

The constellation we know as Taurus goes all the way back to cave paintings of aurochs at Lascaux. This book traces the story of the bull in the sky, a journey through the history of what has become known as the sacred bull.

Each of the sections is written from…

Book cover of Tastes of Paradise: A Social History of Spices, Stimulants, and Intoxicants

Erica Hannickel Author Of Empire of Vines: Wine Culture in America

From my list on the history of booze.

Why am I passionate about this?

I’m a professor at Northland College (WI) and an American environmental historian with specialties in wine, food, and horticulture. I mostly write on alcohol, garden history, botany, and orchids. The history of alcohol is wild, fraught, and charged with power—I’ll never tire of learning about it.

Erica's book list on the history of booze

Erica Hannickel Why did Erica love this book?

A sensual cultural history mixed with economic history, specifically the rise of capitalism, Schivelbusch launches an interesting argument—that one particular substance, or taste, has often defined the zeitgeist of whole nations for definitive periods. This book is wide-ranging and general in its treatment of alcohol, as well as several other drinks and spices. There are excellent imaginative connections made, and the book invites thinkers to think deeply and broadly about the meaning of intoxicants in history and in their own lives.

By Wolfgang Schivelbusch,

Why should I read it?

2 authors picked Tastes of Paradise as one of their favorite books, and they share why you should read it.

What is this book about?

From the extravagant use of pepper in the Middle Ages to the Protestant bourgeoisie's love of coffee to the reason why fashionable Europeans stopped sniffing tobacco and starting smoking it, Schivelbusch looks at how the appetite for pleasure transformed the social structure of the Old World. Illustrations.


Book cover of The Art of Statistics: How to Learn from Data

Valliappa Lakshmanan Author Of Data Science on the Google Cloud Platform: Implementing End-To-End Real-Time Data Pipelines: From Ingest to Machine Learning

From my list on if you want to become a data scientist.

Why am I passionate about this?

I started my career as a research scientist building machine learning algorithms for weather forecasting. Twenty years later, I found myself at a precision agriculture startup creating models that provided guidance to farmers on when to plant, what to plant, etc. So, I am part of the movement from academia to industry. Now, at Google Cloud, my team builds cross-industry solutions and I see firsthand what our customers need in their data science teams. This set of books is what I suggest when a CTO asks how to upskill their workforce, or when a graduate student asks me how to break into the industry.

Valliappa's book list on if you want to become a data scientist

Valliappa Lakshmanan Why did Valliappa love this book?

What if you are faced with a problem for which a standard approach doesn’t yet exist? In such a case, you will need to be able to figure out the approach from the first principles. This book will help you learn how to derive insights starting from raw data.

By David Spiegelhalter,

Why should I read it?

2 authors picked The Art of Statistics as one of their favorite books, and they share why you should read it.

What is this book about?

'A statistical national treasure' Jeremy Vine, BBC Radio 2

'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular Science

Do busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way…


Book cover of Predict and Surveil: Data, Discretion, and the Future of Policing

Luke Hunt Author Of Police Deception and Dishonesty: The Logic of Lying

From my list on the cluster-f*ck we call policing.

Why am I passionate about this?

I’m an Associate Professor in the University of Alabama’s Department of Philosophy. I worked as an FBI Special Agent before making the natural transition to academic philosophy. Being a professor was always a close second to Quantico, but that scene in Point Break in which Keanu Reeves and Patrick Swayze fight Anthony Kiedis on the beach made it seem like the FBI would be more fun than academia. In my current position as a professor at the University of Alabama, I teach in my department’s Jurisprudence Specialization. My primary research interests are at the intersection of philosophy of law, political philosophy, and criminal justice. I’ve written three books on policing.

Luke's book list on the cluster-f*ck we call policing

Luke Hunt Why did Luke love this book?

I love this book because it reminds us of the many ways that technology can affect justice.

It is tempting to think sophisticated tactics such as “predictive policing” can solve all problems relating to human bias. However, Brayne shows that data and algorithms do not eliminate bias and discretion. Instead, high-tech police tools simply make bias less overt and visible, which erodes the public’s ability to hold the police accountable.

I especially enjoyed how the book flips the script, considering diverse ways to use these tools to help the public. For example, how can municipalities use technology to analyze the underlying factors that contribute to policing problems in the first place?

By Sarah Brayne,

Why should I read it?

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

What is this book about?

The scope of criminal justice surveillance, from the police to the prisons, has expanded rapidly in recent decades. At the same time, the use of big data has spread across a range of fields, including finance, politics, health, and marketing. While law enforcement's use of big data is hotly contested, very little is known about how the police actually use it in daily operations and with what consequences.

In Predict and Surveil, Sarah Brayne offers an unprecedented, inside look at how police use big data and new surveillance technologies, leveraging on-the-ground fieldwork with one of the most technologically advanced law…


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Book cover of Who Will Take Care of Me When I'm Old?: Plan Now to Safeguard Your Health and Happiness in Old Age

Who Will Take Care of Me When I'm Old? By Joy Loverde,

Everything you need to know to plan for your own safe, financially secure, healthy, and happy old age.

For those who have no support system in place, the thought of aging without help can be a frightening, isolating prospect. Whether you have friends and family ready and able to help…

Book cover of An Economic Analysis of Crime and Justice: Theory, Methods, and Applications

Brian Forst Author Of Errors of Justice: Nature, Sources and Remedies

From my list on the economics of crime and justice.

Why am I passionate about this?

Throughout my academic career, my chief scholarly interest has been to assess public policy using coherent theory and rigorous empirical method. The economics of crime and justice offers a powerful framework for achieving these ends.

Brian's book list on the economics of crime and justice

Brian Forst Why did Brian love this book?

This book applies economic theory and econometric methods to problems in criminology.

It is divided into three parts. Part I discusses models of criminal recidivism. Part II describes the economic model of crime. Part III estimates cost functions for prisons.

Specific chapters cover statistical analysis of qualitative outcomes; analysis of two measures of criminal activity – the arrest rate and the conviction rate; and long-run estimates of cost functions for a group of Federal Correctional Institutions. 

Book cover of How Data Happened: A History from the Age of Reason to the Age of Algorithms

Asheesh Siddique Author Of The Archive of Empire: Knowledge, Conquest, and the Making of the Early Modern British World

From my list on understand the history of data.

Why am I passionate about this?

I’ve been fascinated by information technology since I was a child–whether in the form of books, libraries, computers, or cell phones! Living through a massive expansion in the volume of data, I believe it is essential to study the long history of information to make sense of our current data-driven times–which is why I became a historian of data, which I teach and write about full time. Here are some of the most informative and insightful books that have helped me make sense of our issues, ranging from information overload and artificial intelligence to privacy and data justice.

Asheesh's book list on understand the history of data

Asheesh Siddique Why did Asheesh love this book?

Finding yourself overwhelmed, confused, or just plain curious about artificial intelligence?

Then this is the book for you! Wiggins and Jones provide a lucid, comprehensive overview of how we arrived at our current data-saturated times and how artificial intelligence emerged from the political climate of the Cold War as one attempt in a longer history of the ties between political power and information.

I found myself constantly surprised and enlightened by the history of data sketched out by Wiggins and Jones!

By Chris Wiggins, Matthew L. Jones,

Why should I read it?

2 authors picked How Data Happened as one of their favorite books, and they share why you should read it.

What is this book about?

From facial recognition-capable of checking us onto flights or identifying undocumented residents-to automated decision systems that inform everything from who gets loans to who receives bail, each of us moves through a world determined by data-empowered algorithms. But these technologies didn't just appear: they are part of a history that goes back centuries, from the birth of eugenics in Victorian Britain to the development of Google search.

Expanding on the popular course they created at Columbia University, Chris Wiggins and Matthew Jones illuminate the ways in which data has long been used as a tool and a weapon in arguing…


Book cover of Statistics and Data Analysis for Financial Engineering: With R Examples

Ernest P. Chan Author Of Quantitative Trading: How to Build Your Own Algorithmic Trading Business

From my list on quantitative trading for beginners.

Why am I passionate about this?

A noted quantitative hedge fund manager and quant finance author, Ernie is the founder of QTS Capital Management and Predictnow.ai. Previously he has applied his expertise in machine learning at IBM T.J. Watson Research Center’s Human Language Technologies group, at Morgan Stanley’s Data Mining and Artificial Intelligence Group, and at Credit Suisse’s Horizon Trading Group. Ernie was quoted by Bloomberg, the Wall Street Journal, New York Times, Forbes, and the CIO magazine, and interviewed on CNBC’s Closing Bell program. He is an adjunct faculty at Northwestern University’s Master’s in Data Science program and supervises student theses there. Ernie holds a Ph.D. in theoretical physics from Cornell University.

Ernest's book list on quantitative trading for beginners

Ernest P. Chan Why did Ernest love this book?

I have used this book to teach my Financial Risk Analytics course at Northwestern University for many years. As a textbook, it is surprisingly easy to read, and the abundant exercises are great. This would be a foundational text to read after you have read my own books. It puts you on solid ground to understand all the financial babble that you may read elsewhere. It includes extensive coverage of most basic topics important to a serious quantitative trader, while not being overly mathematical. Easily understandable if you have basic programming and math background from first year of university.

Everything is practical in this book, which isn’t what you would expect from a textbook! There is no math for math’s sake. I have used the techniques discussed in this book for real trading, and for creating features at my machine learning SaaS predictnow.ai. Examples: What’s the difference between net…

By David Ruppert, David S. Matteson,

Why should I read it?

1 author picked Statistics and Data Analysis for Financial Engineering as one of their favorite books, and they share why you should read it.

What is this book about?

The new edition of this influential textbook, geared towards graduate or advanced undergraduate students, teaches the statistics necessary for financial engineering. In doing so, it illustrates concepts using financial markets and economic data, R Labs with real-data exercises, and graphical and analytic methods for modeling and diagnosing modeling errors. These methods are critical because financial engineers now have access to enormous quantities of data. To make use of this data, the powerful methods in this book for working with quantitative information, particularly about volatility and risks, are essential. Strengths of this fully-revised edition include major additions to the R code…


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Book cover of Traumatization and Its Aftermath: A Systemic Approach to Understanding and Treating Trauma Disorders

Traumatization and Its Aftermath By Antonieta Contreras,

A fresh take on the difference between trauma and hardship in order to help accurately spot the difference and avoid over-generalizations.

The book integrates the latest findings in brain science, child development, psycho-social context, theory, and clinical experiences to make the case that trauma is much more than a cluster…

Book cover of Games, Gods and Gambling

Bastiaan C. van Fraassen Author Of Philosophy and Science of Risk: An Introduction

From my list on exploring the meaning of probability and risk.

Why am I passionate about this?

I’ve wanted to be a philosopher since I read Plato’s Phaedo when I was 17, a new immigrant in Canada. Since then, I’ve been fascinated with time, space, and quantum mechanics and involved in the great debates about their mysteries. I saw probability coming into play more and more in curious roles both in the sciences and in practical life. These five books led me on an exciting journey into the history of probability, the meaning of risk, and the use of probability to assess the possibility of harm. I was gripped, entertained, illuminated, and often amazed at what I was discovering. 

Bastiaan's book list on exploring the meaning of probability and risk

Bastiaan C. van Fraassen Why did Bastiaan love this book?

I found a copy of this book in the sixties. That copy, much loved, was lost in moves and mayhem. Now, I only have a Dover reprint (water-logged during yet another move), but I have never been without and would search high and low if I were.

This is also a history of probability but with a very different focus. Ms. David was a statistician able to explain the calculations intuitively (good to assign to my students). But she was also thoroughly interested in the personalities involved. What was Galileo like? What happened to Pascal at Port-Royal?

I felt personally drawn into the historical narrative that often reads like a novel. 

By F. N. David,

Why should I read it?

1 author picked Games, Gods and Gambling as one of their favorite books, and they share why you should read it.

What is this book about?

The development of gambling techniques led to the beginning of modern statistics, and this absorbing history illustrates the science's rise with vignettes from the lives of Galileo, Fermat, Pascal, and others. Fascinating allusions to the classics, archaeology, biography, poetry, and fiction endow this volume with universal appeal. 1962 edition.


Book cover of The Secret Lives of Color
Book cover of The Essence of Style: How the French Invented High Fashion, Fine Food, Chic Cafes, Style, Sophistication, and Glamour
Book cover of The Devil's Cloth: A History of Stripes

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5 book lists we think you will like!

Interested in statistics, counting, and big data?

Statistics 30 books
Counting 26 books
Big Data 29 books