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Posts Tagged ‘charts

“When the graphs were finished, the relations were obvious at once”*…

We can only understand what we can “see”…

… this long-forgotten, hand-drawn infographic from the 1840s… known as a “life table,” was created by William Farr, a doctor and statistician who, for most of the Victorian era, oversaw the collection of public health statistics in England and Wales… it’s a triptych documenting the death rates by age in three key population groups: metropolitan London, industrial Liverpool, and rural Surrey.

With these visualizations, Farr was making a definitive contribution to an urgent debate from the period: were these new industrial cities causing people to die at a higher rate? In some ways, with hindsight, you can think of this as one of the most crucial questions for the entire world at that moment. The Victorians didn’t realize it at the time, but the globe was about to go from less than five percent of its population living in cities to more than fifty percent in just about a century and a half. If these new cities were going to be killing machines, we probably needed to figure that out.

It’s hard to imagine just how confusing it was to live through the transition to industrial urbanism as it was happening for the first time. Nobody really had a full handle on the magnitude of the shift and its vast unintended consequences. This was particularly true of public health. There was an intuitive feeling that people were dying at higher rates than they had in the countryside, but it was very hard even for the experts to determine the magnitude of the threat. Everyone was living under the spell of anecdote and availability bias. Seeing the situation from the birds-eye view of public health data was almost impossible…

The images Farr created told a terrifying and unequivocal story: density kills. In Surrey, the increase of mortality after birth is a gentle slope upward, a dune rising out of the waterline. The spike in Liverpool, by comparison, looks more like the cliffs of Dover. That steep ascent condensed thousands of individual tragedies into one vivid and scandalous image: in industrial Liverpool, more than half of all children born were dead before their fifteenth birthday.

The mean age of death was just as shocking: the countryfolk were enjoying life expectancies close to fifty, likely making them some of the longest-lived people on the planet in 1840. The national average was forty-one. London was thirty-five. But Liverpool—a city that had undergone staggering explosions in population density, thanks to industrialization—was the true shocker. The average Liverpudlian died at the age of twenty-five, one of the lowest life expectancies ever recorded in that large a human population.

There’s a natural inclination to think about innovation in human health as a procession of material objects: vaccines, antibiotics, pacemakers. But Farr’s life tables are a reminder that new ways of perceiving the problems we face, new ways of seeing the underlying data, are the foundations on which we build those other, more tangible interventions. Today cities reliably see life expectancies higher than rural areas—a development that would have seemed miraculous to William Farr, tabulating the data in the early 1840s. In a real sense, Farr laid the groundwork for that historic reversal: you couldn’t start to tackle the problem of how to make industrial cities safer until you had first determined that the threat was real.

Why the most important health innovations sometimes come from new ways of seeing: “The Obscure Hand-Drawn Infographic That Changed The Way We Think About Cities,” from Steven Johnson (@stevenbjohnson). More in his book, Extra Life, and in episode 3 of the PBS series based on it.

* J. C. R. Licklider


As we investigate infographics, we might send carefully calculated birthday greetings to Lewis Fry Richardson; he was born on this date in 1881.  A mathematician, physicist, and psychologist, he is best remembered for pioneering the modern mathematical techniques of weather forecasting.  Richardson’s interest in weather led him to propose a scheme for forecasting using differential equations, the method used today, though when he published Weather Prediction by Numerical Process in 1922, suitably fast computing was unavailable.  Indeed, his proof-of-concept– a retrospective “forecast” of the weather on May 20, 1910– took three months to complete by hand. (in fairness, Richardson did the analysis in his free time while serving as an ambulance driver in World War I.)  With the advent of modern computing in the 1950’s, his ideas took hold.  Still the ENIAC (the first real modern computer) took 24 hours to compute a daily forecast.  But as computing got speedier, forecasting became more practical.

Richardson also yoked his forecasting techniques to his pacifist principles, developing a method of “predicting” war.  He is considered (with folks like Quincy Wright and Kenneth Boulding) a father of the scientific analysis of conflict.

And Richardson helped lay the foundations for other fields and innovations:  his work on coastlines and borders was influential on Mandelbrot’s development of fractal geometry; and his method for the detection of icebergs anticipated the development of sonar.



The wharves of Manhattan, 1851: “There now is your insular city of the Manhattoes, belted round by wharves
as Indian isles by coral reefs.”

I first encountered the work of Peter Gorman via his glorious book Barely Maps (a gift from friend MK). Early in the pandemic, Peter picked up Moby Dick

I read Moby-Dick in April 2020. For weeks afterward, I couldn’t stop thinking about it. I started making maps and diagrams as a way to figure it out.

Moby-Dick is infamous for its digressions. Throughout the book, the narrator disrupts the plot with contemplations, calculations, and categorizations. He ruminates on the White Whale, and the ocean, and human psychology, and the night sky, and how it all relates back to the mystery of the unknown. His narration feels like a twisting- turning struggle to explain everything.

Reading Moby-Dick actually made me feel like that—like I’d mentally absorbed its spin-cycle style. I developed a case of “Kaleidoscope Brain.” The maps I was making were obsessive and encyclopedic. They were newer and weirder and they digressed beyond straightforward geography…

Ocean currents, February- U.K. Admiralty Navigation Manual, Volume 1: “There is, one knows not what sweet mystery about this sea, whose
gently awful stirrings seem to speak of some hidden soul beneath.”

Moby Dick, mapped and charted: Kaleidoscope Brain, from @barelymaps. It’s a free pdf download, though one has the opportunity– well-taken– to become a Patreon sponsor.

* Headline in New York Day Book, September 8, 1852


As we wonder about white whales, we might recall that it was on this date in 2008 that the Large Hadron Collider at CERN was first powered up. The world’s largest and highest-energy particle collider, it is devoted to searching for the new particles predicted by supersymmetry theories, and to exploring other unresolved questions in particle physics (e.g. the Higgs boson)… that’s to say, to mapping and charting existence.

A section of the LHC


A “map” of a proton-proton collision inside the Large Hadron Collider that has characteristics of a Higgs decaying into two bottom quarks.


“Without a map who would attempt to study geography?”*…

History and maps!…

Imagine creating a timeline of your country’s whole history stretching back to its inception.

It would be no small task, and simply weighing the relative importance of so many great people, technological achievements, and pivotal events would be a tiny miracle in itself.

While that seems like a challenge, imagine going a few steps further. Instead of a timeline for just one country, what about creating a graphical timeline showing the history of the entire world over a 4,000 year time period, all while having no access to computers or the internet?…

John B. Sparks maps the ebb and flow of global power going all the way back to 2,000 B.C. on one coherent timeline.

Histomap, published by Rand McNally in 1931, is an ambitious attempt at fitting a mountain of historical information onto a five-foot-long poster. The poster cost $1 at the time, which would equal approximately $18 when accounting for inflation.

Although the distribution of power is not quantitatively defined on the x-axis, it does provide a rare example of looking at historic civilizations in relative terms. While the Roman Empire takes up a lot of real estate during its Golden Age, for example, we still get a decent look at what was happening in other parts of the world during that period.

The visualization is also effective at showing the ascent and decline of various competing states, nations, and empires. Did Sparks see world history as a zero-sum exercise; a collection of nations battling one another for control over scarce territory and resources?

Crowning a world leader at certain points in history is relatively easy, but divvying up influence or power to everyone across 4,000 years requires some creativity, and likely some guesswork, as well. Some would argue that the lack of hard data makes it impossible to draw these types of conclusions (though there have been other more quantitative approaches.)

Another obvious criticism is that the measures of influence are skewed in favor of Western powers. China’s “seam”, for example, is suspiciously thin throughout the length of the timeline. Certainly, the creator’s biases and blind spots become more apparent in the information-abundant 21st century.

Lastly, Histomap refers to various cultural and racial groups using terms that may seem rather dated to today’s viewers.

John Spark’s creation is an admirable attempt at making history more approachable and entertaining. Today, we have seemingly limitless access to information, but in the 1930s an all encompassing timeline of history would have been incredibly useful and groundbreaking. Indeed, the map’s publisher characterized the piece as a useful tool for examining the correlation between different empires during points in history.

Critiques aside, work like this paved the way for the production of modern data visualizations and charts that help people better understand the world around them today…

Histomap: a 1931 attempt to visualize the 4,000 year history of global power. (via Visual Capitalist)

* John B. Sparks, creator of Histomap


As we ponder patterns in the past, we might spare a thought for Carl Jacob Christoph Burckhardt; he died on this date in 1897. Probably best known for The Civilization of the Renaissance in Italy (which established that period as the vaunted subject it has become), he was a historian of art and culture and an influential figure in the historiography of both fields. Indeed, he is considered one the the founders of cultural history.

Sigfried Giedion said of Burckhardt’s achievement: “The great discoverer of the age of the Renaissance, he first showed how a period should be treated in its entirety, with regard not only for its painting, sculpture and architecture, but for the social institutions of its daily life as well.”


“Every history is a map”*…

Antoni Jażwiński’s Tableau Muet, based on the original “Polish System” for charting historical information, later revised in France and the United States, 1834 — Source.

How does one visualize history and chart time? Is it a line, moving forever outward in one direction? A Grecian temple, as Emma Willard envisioned, with Ionic columns representing centuries, receding from view toward a vanishing point at the world’s origin? Or could it be a corkscrew ascending upward, allowing us to look down from our present position into past events similar to our own? 

For the Polish educator Antoni Jażwiński, history was best represented by an abstract grid — or at least it was for the purposes of remembering it. The so-called “Polish System” originated in the 1820s and was later brought to public attention in the 1830s and 1840s by General Józef Bem, a military engineer with a penchant for mnemonics. As Anthony Grafton and Daniel Rosenberg catalogue in their Cartographies of Time, the nineteenth century brimmed with new methods and technologies for committing historical information to memory — and Jażwiński’s contribution (and its later adaptations) proved one of the most popular. 

The Polish System — which almost anticipates Piet Mondrian’s abstract checkerboards and the wider modernist fascination with grid figures — coupled chronology to the map-making traditions of geography. In Jażwiński’s original chart, each main 10×10 box is a century and the rows separate decades. Within a century box, each individual square is a year, each color a nation (with shading for different monarchs or governments), and symbols can stand for marriages, wars, treaties, and other types of events. Should one become proficient with this system, they can peer down on the history of the world, summarized on a surface not much larger than a chessboard… 

More on this proto-modernist memory palace: “Visualizing History: The Polish System.”

* Jacob Bronowski


As we picture the past, we might recall that it was on this date in 1965 that the FBI Laboratory declared the lyrics of Louie Louie to be officially “unintelligible at any speed.”

In February 1964, an outraged parent wrote to Robert F. Kennedy, then the Attorney General of the U.S., alleging that the lyrics of “Louie Louie” were obscene, suggesting that “The lyrics are so filthy that I can-not [sic] enclose them in this letter.” The Federal Bureau of Investigation investigated the complaint, and looked into the various rumors of “real lyrics” that were circulating among teenagers.  In June 1965, the FBI laboratory obtained a copy of the Kingsmen recording and, after 31 months of investigation, concluded that it could not be interpreted– and therefore that the Bureau could not find that the recording was obscene.

In September 1965, an FBI agent interviewed one member of the Kingsmen, who denied that there was any obscenity in the song. The FBI never interviewed songwriter Richard Berry nor consulted the actual lyrics that were on file with the U.S. Copyright Office.

Snopes suggests that while some teenage mondegreens were indeed pretty filthy, the song itself was clean.

“Once, centuries ago, a map was a thing of beauty, a testament not to the way things were but to the heights scaled by men’s dreams”*…

“Le Globe Terrestre … dressé sur la projection de M. de la Hyre … par I.B. Nolin, etc” 1767

George III’s extensive ‘K.Top’ [King’s Topographical] collection of around 40,000 maps and views reflects changing impressions of place and space across the 16th–19th centuries through manuscript and printed atlases; architectural drawings and garden plans; maps and records of military campaigns, fortifications, barracks, bridges and canals; records of town and country houses, civic and collegiate buildings; drawn and printed records of antiquities including stained glass, sculpture, tombs, mosaic pavements and brasses; and thousands of drawn and printed views.

The collection includes the work of familiar names from Hollar to Hawksmoor, alongside the works of a host of lesser-known artists and amateurs and much anonymous or unidentified material. The British Library has received support from a number of generous donors to make this material available digitally…

“View of Sydney” Fernando Brambila (court painter to the Spanish monarch), 1793

Maps: King George III Topographical and Maritime collections, digitized by the British Museum– on their web site, here; on Flickr, here.

* Bea González, Mapmaker’s Opera


As we find our way, we might recall that it was on this date in 4004 BCE that the Universe was created… as per calculations by Archbishop James Ussher in the mid-17th century.

When Clarence Darrow prepared his famous examination of William Jennings Bryan in the Scopes trial [see here], he chose to focus primarily on a chronology of Biblical events prepared by a seventeenth-century Irish bishop, James Ussher. American fundamentalists in 1925 found—and generally accepted as accurate—Ussher’s careful calculation of dates, going all the way back to Creation, in the margins of their family Bibles.  (In fact, until the 1970s, the Bibles placed in nearly every hotel room by the Gideon Society carried his chronology.)  The King James Version of the Bible introduced into evidence by the prosecution in Dayton contained Ussher’s famous chronology, and Bryan more than once would be forced to resort to the bishop’s dates as he tried to respond to Darrow’s questions.




Written by (Roughly) Daily

October 23, 2020 at 1:01 am

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