robertogreco + visualization   780

Visualizing the Speed of Light
"Light is fast! In a recent series of animations, planetary scientist James O’Donoghue demonstrates just how fast light is…and also how far away even our closest celestial neighbors are. Light, moving at 186,000 mi/sec, can circle the Earth 7.5 times per second and here’s what that looks like:


It can also travel from the surface of the Earth to the surface of the Moon in ~1.3 seconds, like so:


That seems both really fast and not that fast somehow. Now check out light traveling the 34 million miles to Mars in a pokey 3 minutes:


And Mars is close! If O’Donoghue made a real-time animation of light traveling to Pluto, the video would last over 5 hours. The animation for the closest undisputed galaxy, Seque 1, would last 75,000 years and 2.5 million years for the Andromeda galaxy animation. The farthest-known objects from Earth are more than 13 billion light years away. Light is slow!

See also The Leisurely Pace of Light Speed."
visualization  light  science  speedoflight  moon  mars  earth 
january 2019 by robertogreco
The Acceptance Rate Of Elite US Colleges From 2015 To 2018, Visualized - Digg
"If you have your heart set on getting into an Ivy League school these days, then we have some bad news for you: it's definitely not going to be an easy ride.

As the number of applications for prestigious colleges has risen — thanks in part to the emergence of Common Application, a process that allows students to apply to multiple schools with ease, and the increase of international applicants — acceptance rates for the elite colleges of the US have declined quite sharply in the past few years. In fact, this year, with the exception of Yale, all Ivy League schools produced the lowest acceptance rates in their respective histories.

To get a better idea of how admission rates have declined in the most selective colleges in the US, we can look to this graph made by Hunter Blakewell of Ivy Academic Coach, which charts the changes in acceptance rates of elite colleges from 2015 to 2018. The 43 colleges included in this chart are academic institutions that had an acceptance rate of less than 20% in 2018.

As you can see, there has been a noticeable decrease in acceptance rates among the majority of elite colleges in the US. Some are more minimal decreases. For instance, Stanford, the most selective school in the US, only saw its acceptance rate drop from 5.04% in 2015 to 4.36% this year.

New York University, on the other hand, has had one of the most drastic drops in admission rates. According to Ivy Academic Coach, NYU's admission rate dropped from 32% in 2016 to merely 19% in 2018, an over-40% decrease within the span of two years.

The drop in acceptance rates among the US's elite colleges is a worrying trend. Although there are studies that show attendance at an elite college may bear little relationship with a person's long-term earnings, further research has clarified that going to an Ivy League school matters less when you're a rich, white man — but if you're a woman or a minority, attendance at an elite university still has a palpable effect on your future income."
colleges  universities  admissions  anxiety  selectivity  2018  visualization  srg  edg  highered  highereducation  ivyleague  elitism  education 
january 2019 by robertogreco
Human Terrain
"Kinshasa is now bigger than Paris.
 Guangzhou, Hong Kong, and Shenzhen are
 forming an epic, 40 million-person super city.

Over the past 30 years, the scale of population change is hard to grasp. How do you even visualize 10 million people?"
maps  mapping  population  2018  1990  1975  visualization  density  data 
october 2018 by robertogreco
Cuisine Ingredients | FlowingData
"Looking for the ingredients that make food taste different around the world."
food  ingredients  visualization  dataviz  datavis  data  recipes 
september 2018 by robertogreco
How Much Hotter Is Your Hometown Than When You Were Born? - The New York Times
"As the world warms because of human-induced climate change, most of us can expect to see more days when temperatures hit 90 degrees Fahrenheit (32 degrees Celsius) or higher. See how your hometown has changed so far and how much hotter it may get."
climatechange  2018  visualization  environment 
september 2018 by robertogreco
Why San Francisco Gets So Windy and Foggy in the Summer | Bay Curious | The California Report | KQED News
"Every day Will Pearson bikes from his home in San Francisco's Marina district to his office in the Financial District. His morning ride along the Embarcadero is pleasant and calm, but he has noticed the wind picks up significantly on his ride home.

"I’ve always wondered why different parts of the day have such different levels of wind," said Pearson.

Fortunately, it's not too complicated, said meteorologist Jan Null.

Here's the simple explainer from KQED cartoonist Mark Fiore."


"For more detail, here's the breakdown.

Why it's windier in the afternoon

• Air always moves from areas of high pressure to areas of low pressure.
• Hot air rises and is less dense, and is typically low pressure, while cold air sinks and is dense, and is typically higher pressure.
• Over the course of the day, the air inland heats up in California. But air remains cool over the ocean — where the water stays about the same temperature all day.
• The cold, high-pressure air from over the ocean rushes inland, toward the warm, lower pressure air.
• It takes the path of least resistance, squeezing through sea-level gaps in the mountains and ridges — the biggest of which is at the Golden Gate.
• This creates something known as the Bernoulli Effect. "Think about a garden hose. You have the water cranked up all the way and you have the flow coming out of it. Well, you put your thumb over it, you restrict it down, and all of a sudden you shoot 20 yards across the driveway," said Null. "The same thing happens if you compress air down to a smaller gap like through the Golden Gate or the San Bruno Gap."

That's why the winds are strongest on the days where it's hottest inland and still cool on the coast, when the temperature and pressure difference is the biggest.

Why it's foggy in the summer

The temperature differences also explain why the Bay Area gets so much fog in the summer.

• There is a system of high pressure over the Pacific Ocean called the North Pacific High. In the summer, it gets stronger, creating big clockwise winds over the ocean.
• Those winds push the surface water of the ocean away from the California coastline.
• Very cold water from deep in the ocean rises to the surface. This is called upwelling.
• Something known as the California Current also brings cold water south from Alaska.
• When the sea breeze blows over this much colder water, condensation forms — creating fog.
• The fog comes inland in the summer for similar reasons as the wind: While it stays cool by the ocean, the high temperatures inland create lower pressure, and the fog is sucked in through gaps in the mountains, like the Golden Gate.

That's why we see picturesque summer fog rolling in past the Golden Gate Bridge in the afternoon.

"Nothing's going to move them out until the sun comes up the next morning and evaporates it," said Null.

Our topography also explains why one neighborhood can be foggy, like the Sunset, and another warm, like the area in Sausalito known as the Banana Belt. The hills and ridges direct the path of the fog and wind, creating these microclimates.

Will our fog and wind remain?

The amount of summer fog has decreased 33 percent over the last century, studies have found. Warming oceans and climate change could continue to affect the complicated weather systems that create our unique Bay Area fog and wind."
sanfrancisco  weather  fog  bayarea  2018  explainer  visualization  markfiore  jannull  meteorology  classideas 
august 2018 by robertogreco
Here's How America Uses Its Land
"There are many statistical measures that show how productive the U.S. is. Its economy is the largest in the world and grew at a rate of 4.1 percent last quarter, its fastest pace since 2014. The unemployment rate is near the lowest mark in a half century.

What can be harder to decipher is how Americans use their land to create wealth. The 48 contiguous states alone are a 1.9 billion-acre jigsaw puzzle of cities, farms, forests and pastures that Americans use to feed themselves, power their economy and extract value for business and pleasure."
maps  mapping  us  land  landuse  visualization  data  environment  2018  farming  livestock  grazing  agriculture  forests  pasture  urban  urbanization 
august 2018 by robertogreco
Which City Has The Most Unpredictable Weather? | FiveThirtyEight
"You can easily make out the path of the Rocky Mountains in this map. Cities just to the east of them — like Denver and Great Falls, Montana — have much more unpredictable temperatures than almost any place to the west of them.

Cities just to the east of the Pacific Ocean and the Gulf of Mexico have the most predictable temperatures. San Diego’s temperatures are the most predictable of anywhere in the continental United States (Honolulu’s are the most predictable overall). Seattle and San Francisco have highly predictable temperatures, as does the Florida peninsula."
weather  predictions  2018  statistics  climate  california  visualization  honolulu  sandiego  hawaii  losangeles  sanfrancisco  fresno  phoenix  westcoast  classideas  foreden 
june 2018 by robertogreco
Warming stripes | Climate Lab Book
"A new set of climate visualisations, communicating the long term rise in temperatures for particular locations as a changing set of colours from blue to red. Each stripe represents the temperature of a single year, ordered from the earliest available data to now."
climatechange  visualization  classideas  globlwarming 
may 2018 by robertogreco
Inside Einstein's head - an explorable explanation of relativistic spacetime
"An explorable explanation of relativistic spacetime, inspired by Albert Einstein's thought experiments."
via:lukeneff  examples  science  visualization  explainer  classideas  alberteinstein 
march 2018 by robertogreco
Atlas for the End of the World
[via: ]

"Coming almost 450 years after the world's first Atlas, this Atlas for the End of the World audits the status of land use and urbanization in the most critically endangered bioregions on Earth. It does so, firstly, by measuring the quantity of protected area across the world's 36 biodiversity hotspots in comparison to United Nation's 2020 targets; and secondly, by identifying where future urban growth in these territories is on a collision course with endangered species.

By bringing urbanization and conservation together in the same study, the essays, maps, data, and artwork in this Atlas lay essential groundwork for the future planning and design of hotspot cities and regions as interdependent ecological and economic systems."

"The findings of this research are threefold: first, a majority of the ecoregions in the hotspots fall well short of United Nations' 2020 targets for protected lands; second, almost all the cities in the hotspots are projected to continue to sprawl in an unregulated manner into the world's most valuable habitats; and finally, only a small number of the 196 nations who are party to the CBD (and the 142 nations who have sovereign jurisdiction over the hotspots) have any semblance of appropriately scaled, land use planning which would help reconcile international conservation values with local economic imperatives.6

By focusing attention on the hotspots in the lead-up to the UN's 2020 deadline for achieving the Aichi targets, this atlas is intended as a geopolitical tool to help prioritize conservation land-use planning. It is also a call to landscape architects, urban designers, and planners to become more involved in helping reconcile ecology and economics in these territories.

Set diametrically at the opposite end of modernity to Ortelius' original, this atlas promotes cultivation, not conquest. As such, this atlas is not about the end of the world at all, for that cosmological inevitability awaits the sun's explosion some 2.5 or so billion years away: it is about the end of Ortelius' world, the end of the world as a God-given and unlimited resource for human exploitation. On this, even the Catholic Church is now adamant: "we have no such right" writes Pope Francis.7"

"This immense and ever-expanding trove of remotely sensed data and imagery is the basis of the world's shared Geographic Information Systems (GIS). The subject of this cyborgian, perpetual mapping-machine is not only where things are in space, but more importantly how things change over time. Because the environmental crisis is generally a question of understanding what is changing where, we can say that with remote sensing and its data-streams we have entered not only the apocalyptic age of star wars and the white-noise world of global telecommunications, but more optimistically, the age of ecological cartography.

The "judgment and bias" of this atlas lies firstly in our acceptance of the public data as a given; secondly in the utilization of GIS to rapidly read and translate metadata as a reasonable basis for map-making in the age of ecological cartography; thirdly, in our foregrounding of each map's particular theme to the exclusion of all others; and finally in the way that a collection of ostensibly neutral and factual maps is combined to form an atlas that, by implication, raises prescient questions of land-use on a global scale."

"Who are the Atlas authors?
The Atlas for the End of the World project was conceived and directed by Richard Weller who is the Martin and Margy Meyerson Chair of Urbanism and Professor and Chair of the Department of Landscape Architecture at The University of Pennsylvania (UPenn). The Atlas was researched and created in collaboration with Claire Hoch and Chieh Huang, both recent graduates from the Department of Landscape Architecture at UPenn now practicing landscape architecture in Australia and the United States."
biodiversity  culture  future  maps  anthropocene  earth  multispecies  environment  ecology  ecosystems  mapping  data  visualization  infographics  dataviz  bioregions  atlases  geography  urbanization  cities  nature  naturalhistory  california  classideas  flora  fauna  plants  animals  wildlife  morethanhuman  human-animalrelations  human-animalrelationships  economics  endangersspecies  statistics  richardweller  clairehoch  chiehhuang 
january 2018 by robertogreco
An Atlas for the End of the World
"The Atlas for the End of the World is a project started by Penn architect Richard Weller to highlight the effects of human civilization and urbanization on our planet’s biodiversity.
Coming almost 450 years after the world’s first Atlas, this Atlas for the End of the World audits the status of land use and urbanization in the most critically endangered bioregions on Earth. It does so, firstly, by measuring the quantity of protected area across the world’s 36 biodiversity hotspots in comparison to United Nation’s 2020 targets; and secondly, by identifying where future urban growth in these territories is on a collision course with endangered species.

There’s lots to see at the site: world and regional maps, data visualizations, key statistical data, photos of plants and animals that have been modified by humans, as well as several essays on a variety of topics.

And here’s a fun map: countries with national biodiversity strategies and action plans in place. Take a wild guess which country is one of the very few without such a plan in place!"

[See also: ]
anthropocene  maps  mapping  atlases  geography  urbanization  cities  nature  naturalhistory  california  classideas  flora  fauna  plants  animals  wildlife  multispecies  morethanhuman  human-animalrelations  human-animalrelationships  biodiversity  ecology  economics  ecosystems  endangersspecies  visualization  data  statistics 
january 2018 by robertogreco
Impakt Festival 2017 - Performance: ANAB JAIN. HQ - YouTube
[Embedded here: ]

"'Everything is Beautiful and Nothing Hurts': @anab_jain's expansive keynote @impaktfestival weaves threads through death, transcience, uncertainty, growthism, technological determinism, precarity, imagination and truths. Thanks to @jonardern for masterful advise on 'modelling reality', and @tobias_revell and @ndkane for the invitation." ]
anabjain  2017  superflux  death  aging  transience  time  temporary  abundance  scarcity  future  futurism  prototyping  speculativedesign  predictions  life  living  uncertainty  film  filmmaking  design  speculativefiction  experimentation  counternarratives  designfiction  futuremaking  climatechange  food  homegrowing  smarthomes  iot  internetofthings  capitalism  hope  futures  hopefulness  data  dataviz  datavisualization  visualization  williamplayfair  society  economics  wonder  williamstanleyjevons  explanation  statistics  wiiliambernstein  prosperity  growth  latecapitalism  propertyrights  jamescscott  objectivity  technocrats  democracy  probability  scale  measurement  observation  policy  ai  artificialintelligence  deeplearning  algorithms  technology  control  agency  bias  biases  neoliberalism  communism  present  past  worldview  change  ideas  reality  lucagatti  alextaylor  unknown  possibility  stability  annalowenhaupttsing  imagination  ursulaleguin  truth  storytelling  paradigmshifts  optimism  annegalloway  miyamotomusashi  annatsing 
november 2017 by robertogreco
Sensory Maps
"My name is Kate McLean, an artist and designer, creator of smellmaps of cities around the world. I focus on human perception of the urban smellscape. While the visual dominates in data representation I believe we should tap into alternative sensory modes for individual and shared interpretation of place.

Smells form part of our knowing, but are elusive, often disappearing before they can be described pinned down. Smell perception is an invisible and currently under-presented dataset with strong connections to emotions and memory. I am part of a small but growing number of innovative practitioners committed to the study and capture of this highly nuanced sensory field.

The tools of my trade include: individual group smellwalks, individual smellwalks (the “smellfie”), smell sketching, collaborative smellwalks, graphic design, motion graphics, smell generation and smell diffusion, all united by mapmaking. Download a copy of my smellfie guide to smellwalking.

In 2014 I worked with Mapamundistas in Pamplona creating a bespoke piece of design in situ late in October 2014 and year of “Smellmap: Amsterdam” research collaboration with Bernardo (Brian) Fleming of International Flavors and Fragrances saw a summary exhibition at Mediamatic in April 2014 and at IEEE VIS 2014 Arts Programme in Paris in November 2014.

This year I am working on a unique sensory audit with Guy’s Hospital and St. Thomas’ / FutureCity to generate a London Bridge smellmap for the KHP Cancer Arts Programme and am busy analysing the data and information from smellwalking in Singapore.

I am a PhD candidate (part-time) in Information Experience Design (IED) a the Royal College of Art, a marathon runner and snowboarder."


"where has this been all my life "]

[See also: ]
maps  mapping  datavisualization  visualization  dataviz  cartography  katemclean  sensory  senses  classideas  cities  sense  mapmaking  smell  sensoryethnography  ethnography 
november 2017 by robertogreco
The Typical Weather Anywhere on Earth - Weather Spark
"Get monthly, daily, and hourly graphical reports. Great for event and trip planning!"
weather  climate  cities  classideas  infoviz  visualization 
september 2017 by robertogreco
LOOPY: a tool for thinking in systems
"In a world filled with ever-more-complex technological, sociological, ecological, political & economic systems... a tool to make interactive simulations may not be that much help. But it can certainly try.

play with simulations
It's the ancient, time-honored way of learning: messing around and seeing what happens. Play with simulations to ask "what if" questions, and get an intuition for how the system works!

programming by drawing
Raw code is too inaccessible. Also drag-and-drop is too mainstream. But with LOOPY, you can model systems by simply drawing circles & arrows, like a wee baby

remix others' simulations
Want to build upon your friends' models? Or challenge your enemies' models? LOOPY lets you have a conversation with simulations! You can go from thinking in systems, to talking in systems.

Like duct tape, you can use LOOPY for all sorts of things:


However you choose to use LOOPY, hopefully it can give you not just the software tools, but also the mental tools to understand the complex systems of the world around us. It's a hot mess out there.

LOOPY is also open source and public domain, meaning it's free for coders, educators, and just about anybody to re-use and re-mix LOOPY as they see fit. (Get the source code on Github!)

LOOPY is made by Nicky Case"

[via: ]
dataviz  systems  simulation  simulations  onlinetoolkit  maps  mapping  systemsthinking  drawing  feedbackloops  visualization 
august 2017 by robertogreco
Nicky Case: Seeing Whole Systems - The Long Now
"Nicky Case is an independent game developer who creates interactive games and simulations including Parable of the Polygons (02014), Coming Out Simulator (02014), We Become What We Behold (02016), To Build A Better Ballot (02016), and LOOPY (02017).

Nicky Case’s presentations are as ingenious, compelling, and graphically rich as the visualizing tools and games Nicky creates for understanding complex dynamic systems.

Case writes: “We need to see the non-linear feedback loops between culture, economics, and technology. Not only that, but we need to see how collective behavior emerges from individual minds and motives. We need new tools, theories, and visualizations to help people talk across disciplines.”

Nicky Case is the creator of Parable of the Polygons (02014), Coming Out Simulator (02014), We Become What We Behold (02016), To Build A Better Ballot (02016), and LOOPY (02017).

How to finesse complexity

HE BEGAN, “Hi, I’m Nicky Case, and I explain complex systems in a visual, tangible, and playful way.” He did exactly that with 207 brilliant slides and clear terminology. What system engineers call “negative feedback,” for example, Case calls “balancing loops.” They maintain a value. Likewise “positive feedback” he calls “reinforcing loops.” They increase a value

Using examples and stories such as the viciousness of the board game Monopoly and the miracle of self-organizing starlings, Case laid out the visual basics of finessing complex systems. A reinforcing loop is like a ball on the top of a hill, ready to accelerate downhill when set in motion. A balancing loop is like a ball in a valley, always returning to the bottom of the valley when perturbed.

Now consider how to deal with a situation where you have an “attractor” (a deep valley) that attracts a system toward failure:


The situation is precarious for the ball because it is near a hilltop that is a reinforcing loop. If the ball is nudged over the top, it will plummet to the bottom of the balancing-loop valley and be stuck there. It would take enormous effort raise the ball out of such an attractor—which might be financial collapse or civil war. Case’s solution is not to try to move the ball, MOVE THE HILLS—identify the balancing and reinforcing loops in the system and weaken or strengthen them as needed to reconfigure the whole system so that the desired condition becomes the dominant attractor.

Now add two more characteristics of the real world—dense networks and chaos (randomness). They make possible the phenomena of emergence (a whole that is different than the sum of its parts) and evolution. Evolution is made of selection (managed by reinforcing and balancing loops) plus variation (unleashed by dense networks and chaos). You cannot control evolution and should not try--that way lies totalitarianism. Our ever popular over-emphasis on selection can lead to paralyzed systems—top-down autocratic governments and frozen businesses. Case urges attention to variation, harnessing networks and chaos from the bottom up via connecting various people from various fields, experimenting with lots of solutions, and welcoming a certain amount of randomness and play. “Design for evolution,” Case says, “and the system will surprise you with solutions you never thought of.”

To do that, “Make chaos your friend.”

--Stewart Brand"
systems  systemsthinking  nickycase  2017  illustration  visualization  longnow  maps  mapping  stewartbrand  games  gaming  gamedesign  capitalism  socialism  monopoly  economics  technology  culture  precarity  chaos  networks  evolution  socialtrust  voting  design  complexity  abstraction  communication  jargon  unknown  loopiness  alinear  feedbackloops  interconnectedness  dataviz  predictions  interconnected  nonlinear  linearity  interconnectivity 
august 2017 by robertogreco
What’s in the path of the 2017 eclipse? - Washington Post
"Follow the shadow of the moon as it completely blocks out the sun on Aug. 21, moving along a 3,000-mile path from Oregon’s Pacific coast to the eastern shore of South Carolina."
2017  eclipse  classideas  astronomy  visualization  us  maps  mapping  science  geography 
august 2017 by robertogreco
The Rhythm of Food — by Google News Lab and Truth & Beauty
"How do we search for food? Google search interest can reveal key food trends over the years.

From the rise and fall of recipes over diets and drinks to cooking trends and regional cuisines."
classideas  food  visualization  dataviz  google  seasons  search  fruit 
july 2017 by robertogreco
15 Sorting Algorithms in 6 Minutes - YouTube
"Visualization and "audibilization" of 15 Sorting Algorithms in 6 Minutes.
Sorts random shuffles of integers, with both speed and the number of items adapted to each algorithm's complexity.

The algorithms are: selection sort, insertion sort, quick sort, merge sort, heap sort, radix sort (LSD), radix sort (MSD), std::sort (intro sort), std::stable_sort (adaptive merge sort), shell sort, bubble sort, cocktail shaker sort, gnome sort, bitonic sort and bogo sort (30 seconds of it).

More information on the "Sound of Sorting" at "

[via: ]
algorithms  programming  sorting  visualization  sound  video  timobingmann  computing  classideas 
june 2017 by robertogreco
These Maps Reveal the Hidden Structures of 'Choose Your Own Adventure' Books - Atlas Obscura
"Reading a “Choose Your Own Adventure” book can feel like being lost in a maze and running through twists and turns only to find dead ends, switchbacks, and disappointment. In the books—for those not familiar with them—you read until you come to a decision point, which prompts you to flip to another page, backward or forward. The early books in the series, which began in 1979, have dozens of endings, reached through branching storylines so complex that that trying to keep track of your path can seem hopeless—no matter how many fingers you stick into the book in order to find your way back to the key, fateful choice. You might end up back at an early fork again, surprised at how far you traveled only to reemerge at a simple decision, weighted with consequences that you couldn’t have imagined at the beginning.

The last installment of the original “Choose Your Own Adventure” series came out in 1998, but since 2004, Chooseco, founded by one of the series’ original authors, R.A. Montgomery, has been republishing classic volumes, as well as new riffs on the form of interactive fiction that seemed ubiquitous in the 1980s and ’90s. The new editions also carry an additional feature—maps of the hidden structure of each book."
cyoa  visualization  2017  maps  mapping  classideas  interactivefiction  if 
june 2017 by robertogreco
Poemage: A Visualization Tool in Support of Close Reading
Poemage is a visualization system for exploring the sonic topology of a poem. We define sonic topology as the complex structures formed via the interaction of sonic patterns — words connected through some sonic or linguistic resemblance — across the space of the poem. Poemage was developed at the University of Utah as part of an ongoing, highly exploratory collaboration between data visualization experts and poets/poetry scholars. Additional details are provided in the companion paper [ ].
poetry  visualization  poems  via:lukeneff 
may 2017 by robertogreco
Miles of Ice Collapsing Into the Sea - The New York Times
"We went to Antarctica to understand how changes to its vast ice sheet might affect the world. Flowing lines on these maps show how the ice is moving."
2017  antarctic  antarctica  environment  multimedia  visualization  maps  mapping  classideas 
may 2017 by robertogreco
Pie charts did nothing to deserve how you’re treating them
"So if you want to complain about something, complain about the rampant misuse of charts instead. No chart type is good at everything, and charting tools can’t read our minds yet. Pick the chart type that tells your story best, and ameliorates the pitfalls that you want to avoid.

Pie charts are OK. They existed before most of us, and they’ll probably outlive all of us. When we finally read the climate-driven death sentence of our planet in a 100-page report, it will probably have pie charts. So enjoy your artisanal donut charts and your home-baked square pie charts while you can, hipsters. Just kidding. Till then though, you can find me putting gold stars on every good little pie chart I encounter.

Lay off it, friends!"
piecharts  math  mathematics  data  datavisualization  visualization  classideas  2017  malakmanalp  charts  graphs 
april 2017 by robertogreco
Six maps that show the anatomy of America’s vast infrastructure - Washington Post
"The maps you are about to see show the massive scope of America’s infrastructure using data from OpenStreetMap and various government sources. They provide a glimpse into where that half-trillion dollars may be invested."
maps  mapping  infrastructure  us  visualization  2016  electricgrid  electricity  energy  coal  naturalgas  hydropower  wind  windenergy  bridges  pipelines  rail  railroads  airports  ports  waterways  osm  openstreetmap 
december 2016 by robertogreco
Inside Explorer™ | Interspectral
"Inside Explorer Table is an interactive visualisation experience that enables users to explore objects that have been scanned with 3D x-ray. Using touch gestures users can examine complex 3D data in an intuitive and exciting way.

Inside Explorer is used worldwide to create educational experiences allowing users to learn about a wide variety of subjects including human anatomy, mummies and Martian meteorites.

Inside Explorer can be supplied as a complete turnkey solution including hardware, software and pre-installed content packages with 3D scans. Inside Explorer can also be used to present your own research and collections."

3dimaging  visualization  animals  3d  x-rays 
december 2016 by robertogreco
Mapping the Shadows of New York City: Every Building, Every Block - The New York Times
"You’re looking at a map of all of the shadows produced by thousands of buildings in New York City over the course of one day. This inverted view tells the story of the city’s skyline at the ground level.

From the long westward winter shadows cast on the Hudson from One World Trade ..."
maps  mapping  shadows  nyc  visualization  data 
december 2016 by robertogreco
Four Million Commutes Reveal New U.S. 'Megaregions'
"As economic centers grow in size and importance, determining their boundaries has become more crucial. Where do you fall on the map?"
data  demographics  maps  transportation  visualization  mapping  us  megaregions  2016  cities  commuting 
december 2016 by robertogreco
Will Self: Are humans evolving beyond the need to tell stories? | Books | The Guardian
"Neuroscientists who insist technology is changing our brains may have it wrong. What if we are switching from books to digital entertainment because of a change in our need to communicate?"

"A few years ago I gave a lecture in Oxford that was reprinted in the Guardian under the heading: “The novel is dead (this time it’s for real)”. In it I argued that the novel was losing its cultural centrality due to the digitisation of print: we are entering a new era, one with a radically different form of knowledge technology, and while those of us who have what Marshal McLuhan termed “Gutenberg minds” may find it hard to comprehend – such was our sense of the solidity of the literary world – without the necessity for the physical book itself, there’s no clear requirement for the art forms it gave rise to. I never actually argued that the novel was dead, nor that narrative itself was imperilled, yet whenever I discuss these matters with bookish folk they all exclaim: “But we need stories – people will always need stories.” As if that were an end to the matter.

Non-coincidentally, in line with this shift from print to digital there’s been an increase in the number of scientific studies of narrative forms and our cognitive responses to them. There’s a nice symmetry here: just as the technology arrives to convert the actual into the virtual, so other technologies arise, making it possible for us to look inside the brain and see its actual response to the virtual worlds we fabulate and confabulate. In truth, I find much of this research – which marries arty anxiety with techno-assuredness – to be self-serving, reflecting an ability to win the grants available for modish interdisciplinary studies, rather than some new physical paradigm with which to explain highly complex mental phenomena. Really, neuroscience has taken on the sexy mantle once draped round the shoulders of genetics. A few years ago, each day seemed to bring forth a new gene for this or that. Such “discoveries” rested on a very simplistic view of how the DNA of the human genotype is expressed in us poor, individual phenotypes – and I suspect many of the current discoveries, which link alterations in our highly plastic brains to cognitive functions we can observe using sophisticated equipment, will prove to be equally ill-founded.

The neuroscientist Susan Greenfield has been prominent in arguing that our new digital lives are profoundly altering the structure of our brains. This is undoubtedly the case – but then all human activities impact upon the individual brain as they’re happening; this by no means implies a permanent alteration, let alone a heritable one. After all, so far as we can tell the gross neural anatomy of the human has remained unchanged for hundreds of millennia, while the age of bi-directional digital media only properly dates – in my view – from the inception of wireless broadband in the early 2000s, hardly enough time for natural selection to get to work on the adaptive advantages of … tweeting. Nevertheless, pioneering studies have long since shown that licensed London cab drivers, who’ve completed the exhaustive “Knowledge” (which consists of memorising every street and notable building within a six mile radius of Charing Cross), have considerably enlarged posterior hippocampi.

This is the part of brain concerned with way-finding, but it’s also strongly implicated in memory formation; neuroscientists are now discovering that at the cognitive level all three abilities – memory, location, and narration – are intimately bound up. This, too, is hardly surprising: key for humans, throughout their long pre-history as hunter-gatherers, has been the ability to find food, remember where food is and tell the others about it. It’s strange, of course, to think of Pride and Prejudice or Ulysses as simply elaborations upon our biologically determined inclination to give people directions – but then it’s perhaps stranger still to realise that sustained use of satellite navigation, combined with absorbing all our narrative requirements in pictorial rather written form, may transform us into miserable and disoriented amnesiacs.

When he lectured on literature in the 1950s, Vladimir Nabokov would draw a map on the blackboard at the beginning of each session, depicting, for example, the floor plan of Austen’s Mansfield Park, or the “two ways” of Proust’s Combray. What Nabokov seems to have understood intuitively is what neuroscience is now proving: reading fiction enables a deeply memorable engagement with our sense of space and place. What the master was perhaps less aware of – because, as yet, this phenomenon was inchoate – was that throughout the 20th century the editing techniques employed in Hollywood films were being increasingly refined. This is the so-called “tyranny of film”: editing methods that compel our attention, rather than leaving us free to absorb the narrative in our own way. Anyone now in middle age will have an intuitive understanding of this: shots are shorter nowadays, and almost all transitions are effected by crosscutting, whereby two ongoing scenes are intercut in order to force upon the viewer the idea of their synchrony. It’s in large part this tyranny that makes contemporary films something of a headache for older viewers, to whom they can seem like a hypnotic swirl of action.

It will come as no surprise to Gutenberg minds to learn that reading is a better means of forming memory than watching films, as is listening to afternoon drama on Radio 4. This is the so-called “visualisation hypothesis” that proposes that people – and children in particular – find it harder not only to remember film as against spoken or written narratives, but also to come up with novel responses to them, because the amount of information they’re given, together with its determinate nature, forecloses imaginative response.

Almost all contemporary parents – and especially those of us who class themselves as “readers” – have engaged in the Great Battle of Screen: attempting to limit our children’s consumption of films, videos, computer games and phone-based social media. We feel intuitively that it can’t be doing our kids any good – they seem mentally distracted as well as physically fidgety: unable to concentrate as they often look from one handheld screen to a second freestanding one, alternating between tweezering some images on a touchscreen and manipulating others using a remote control. Far from admonishing my younger children to “read the classics” – an utterly forlorn hope – I often find myself simply wishing they’d put their phones down long enough to have their attention compelled by the film we’re watching.

If we take seriously the conclusions of these recent neuroscientific studies, one fact is indisputable: whatever the figures for books sales (either in print or digital form), reading for pleasure has been in serious decline for over a decade. That this form of narrative absorption (if you’ll forgive the coinage) is closely correlated with high attainment and wellbeing may tell us nothing about the underlying causation, but the studies do demonstrate that the suite of cognitive aptitudes needed to decipher text and turn it into living, breathing, visible and tangible worlds seem to wither away once we stop turning the pages and start goggling at virtual tales.

Of course, the sidelining of reading narrative (and along with it the semi-retirement of all those narrative forms we love) is small potatoes compared with the loss of our capacity for episodic memory: would we be quite so quick to post those fantastic holiday photographs on Facebook if we knew that in so doing we’d imperil our ability to recall unaided our walk along the perfect crescent of sand, and our first ecstatic kiss? You might’ve thought that as a novelist who depends on fully attuned Gutenberg minds to read his increasingly complex and confusing texts I’d be dismayed by this craven new couch-based world; and, as a novelist, I am.

I began writing my books on a manual typewriter at around the same time wireless broadband became ubiquitous, sensing it was inimical not only to the act of writing, but that of reading as well: a novel should be a self-contained and self-explanatory world (at least, that’s how the form has evolved), and it needs to be created in the same cognitive mode as it’s consumed: the writer hunkering down into his own episodic memories, and using his own canonical knowledge, while imagining all the things he’s describing, rather than Googling them to see what someone else thinks they look like. I also sense the decline in committed reading among the young that these studies claim: true, the number of those who’ve ever been inclined “to get up in the morning in the fullness of youth”, as Nietzsche so eloquently put it, “and open a book” has always been small; but then it’s worth recalling the sting in the tail of his remark: “now that’s what I call vicious”.

And there is something vicious about all that book learning, especially when it had to be done by rote. There’s something vicious as well about the baby boomer generation, which, not content to dominate the cultural landscape, also demands that everyone younger than us survey it in the same way. For the past five years I’ve been working on a trilogy of novels that aim to map the connections between technological change, warfare and human psychopathology, so obviously I’m attempting to respond to the zeitgeist using this increasingly obsolete art form. My view is that we’re deluded if we think new technologies come into existence because of clearly defined human objectives – let alone benevolent ones – and it’s this that should shape our response to them. No, the history of the 20th century – and now the 21st – is replete with examples of technologies that were developed purely in order to facilitate the killing of people at … [more]
willself  communication  digital  writing  howwewrite  entertainment  books  socialmedia  neuroscience  2016  marshallmcluhan  gutenbergminds  print  change  singularity  videogames  gaming  games  poetry  novels  susangreenfield  rote  rotelearning  twitter  knowledge  education  brain  wayfinding  memory  location  narration  navigation  vladimirnabokov  proust  janeausten  film  video  attention  editing  reading  howweread  visualizationhypothesis  visualization  text  imagery  images  cognition  literacy  multiliteracies  memories  nietzsche  booklearning  technology  mobile  phones  mentalillness  ptsd  humans  humanity  digitalmedia  richardbrautigan  narrative  storytelling 
november 2016 by robertogreco
"Curarium is a platform for exploring, analyzing, and making arguments about collections and the objects they comprise. It leverages the power of collections to tell stories by giving users tools ranging from item-level annotations to comprehensive, repository-wide visualizations, allowing them to bring both objects and the communities to which they belong into dialogue with one another.

Curarium isn’t an online exhibition platform, but an environment for pursuing and sharing collections-based research nimbly, intuitively, and iteratively. Browse vast numbers of objects, using an expanding library of visualization tools to generate dynamic data portraits of collections. Annotate records and images, curating them to highlight relationships and juxtapositions. Assemble those records into trays of objects, images, and visualizations to share and work collaboratively with your social circles, and transform trays into published spotlights that unlock the stories and arguments bound up in collections."
collections  curarium  annotation  visualization  research  libraries 
july 2016 by robertogreco
How a Car Engine Works - Animagraffs
"Did you know that your car will take in 20,000 cubic feet of air to burn 20 gallons of fuel? That’s the equivalent of a 2,500 sq. ft. house! If your only experience with a car engine’s inner workings is “How much is that going to cost to fix?” this graphic is for you. Car engines are astoundingly awesome mechanical wonders. It’s time you learned more about the magic under the hood!"
motors  encines  visualization  animation  cars  jacobo'neal  illustration 
april 2016 by robertogreco
Data USA
"In 2014, Deloitte, Datawheel, and Cesar Hidalgo, Professor at the MIT Media Lab and Director of MacroConnections, came together to embark on an ambitious journey -- to understand and visualize the critical issues facing the United States in areas like jobs, skills and education across industry and geography. And, to use this knowledge to inform decision making among executives, policymakers and citizens.

Our team, comprised of economists, data scientists, designers, researchers and business executives, worked for over a year with input from policymakers, government officials and everyday citizens to develop Data USA, the most comprehensive website and visualization engine of public US Government data. Data USA tells millions of stories about America. Through advanced data analytics and visualization, it tells stories about: places in America—towns, cities and states; occupations, from teachers to welders to web developers; industries--where they are thriving, where they are declining and their interconnectedness to each other; and education and skills, from where is the best place to live if you’re a computer science major to the key skills needed to be an accountant.

Data USA puts public US Government data in your hands. Instead of searching through multiple data sources that are often incomplete and difficult to access, you can simply point to Data USA to answer your questions. Data USA provides an open, easy-to-use platform that turns data into knowledge. It allows millions of people to conduct their own analyses and create their own stories about America – its people, places, industries, skill sets and educational institutions. Ultimately, accelerating society’s ability to learn and better understand itself.

How can Data USA be useful? If you are an executive, it can help you better understand your customers and talent pool. It can inform decisions on where to open or relocate your business or plant. You may also want to build on the Data USA platform using the API and integrate additional data. If you are a recent college graduate, Data USA can help you find locations with the greatest opportunities for the job you want and the major you have. If you are a policymaker, Data USA can be a powerful input to economic and workforce development programs. Or, you may be a public health professional and want to dive into behavioral disease patterns across the country. These are just a few examples of how an open data platform like Data USA can benefit everyday citizens, business and government.

About Deloitte
Deloitte refers to one or more of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee (“DTTL”), its network of member firms, and their related entities. DTTL and each of its member firms are legally separate and independent entities. DTTL (also referred to as “Deloitte Global”) does not provide services to clients. Please see for a detailed description of DTTL and its member firms. Please see for a detailed description of the legal structure of Deloitte LLP and its subsidiaries. Certain services may not be available to attest clients under the rules and regulations of public accounting.

About Macro Connections
The Macro Connections group focuses on the development of analytical tools that can help improve our understanding of the world's macro structures in all of their complexity. By developing methods to analyze and represent networks—such as the networks connecting countries to the products they export, or historical characters to their peers—Macro Connections research aims to help improve our understanding of the world by putting together the pieces that our scientific disciplines have helped to pull apart. Click here to learn more.

About Datawheel
Datawheel is a small but mighty crew of programmers and designers with a passion for crafting data into predictive, decision-making, and storytelling tools. Every visualization platform they build is a tailored solution that marries the needs of users and the data supporting it. Click here to learn more.

About the Visualizations
The visualizations in Data USA are powered by D3plus, an open-source visualization engine that was created by members of the Datawheel team."
us  data  visualization  via:shannon_mattern  analytics  opendata  bigdata  datausa 
april 2016 by robertogreco
NYPL Public Domain Release 2016 - Visualization
"On January 6th, 2016, The New York Public Library made over 187K digital items in the public domain available for high resolution download. This is one of many experiments by the NYPL Labs to help patrons understand and explore what was contained in that release."

"Wonderful interface for scrubbing through NYPL's public domain imagery by century, genre, collection, and color: "]
visualization  publicdomain  libraries  nypl  images  via:caseygollan 
march 2016 by robertogreco
Mapping Mountains · Mapzen
"I’ve been spending a lot of time over the mountains of Northern California lately. To view mountains from above is to journey through time itself: over ancient shorelines, the trails of glaciers, the marks of countless seasons, and the front lines of perpetual tectonic struggle. Fly with me now, on a tour through the world of elevation data:


If you see something above that looks like a lightning storm in a Gak factory, you’re in the right place. This is a “heightmap” of the area around Mount Diablo, about 30 miles to the east of San Francisco. The stripes correlate to constant elevations, but they’re not intended to be viewed in this way – the unusual coloring is the result of the way the data is “packed” into an RGBA image: each channel encodes a different order of magnitude, combining to form a 4-digit value in base-256.

The data originates from many sources, including those compiled by the USGS and released as part of The National Map of the United States. Mapzen is currently combining this data with other global datasources including ocean bathymetry, and tiling it for easy access through a tile server.

When “unpacked,” processed, and displayed with WebGL, this data can be turned into what you were maybe expecting to see:


This is a shaded terrain map, using tiled open-source elevation data, drawn in real time by your very own browser, and looking sweet.

We’re processing this data with a view toward custom real-time hillshading, terrain maps, and other elevation-adjacent analysis, suitable for use by (for instance) the Tangram map-rendering library.

Why, you ask, and how? I’m glad you asked. For the Why, come with me back through time, to the past."
peterrichartdson  2016  mapzen  maps  mapping  mountains  elevation  cartography  webgl  california  bayarea  mountdiablo  visualization 
march 2016 by robertogreco
Against Infographics - Art Journal Open
"When design is excellent, graphics reveal data, writes the infographics guru Edward Tufte.1 Good information graphics allow the reader to see relationships not apparent in data without visual form. In principle, such graphics do not impose interpretations but, by showing relationships, make interpretations possible. In Tufte’s oft-quoted phrase: “Good design is clear thinking made visual.”2 Things become considerably more difficult, however, if, pace Tufte, your analytic goal is to complicate rather than to simplify, to open multiple avenues of inquiry, and, most important, to challenge the stability of underlying data, in fact or in principle.

All of these complexities are probed intensely in Depictions, an ongoing print series by the Dutch artist Gert Jan Kocken (b. 1971). Depictions consists of room-size maps of European cities during the Second World War—Rome, Vienna, Munich, and Berlin along the north-south axis of fascism; London, Rotterdam, Amsterdam, Łódź, Warsaw, and Stalingrad along the east-west corridor of conflict—each built up in layers from dozens of source maps unearthed in archives. Kocken’s three-by-four meter Depictions of Berlin, 1933–1945 (2010), for example, is constructed from 104 historical maps, which the artist scanned, georectified, layered into a single digital image, and rendered as a C-print. The resulting composite is a welter of information representing the breakneck change, contradictory claims, and massive data production of the Second World War.

Visually, Kocken’s Depictions are both familiar and strange. Anyone who knows Berlin, particularly the internal borders drawn in 1945 and ossified in the Berlin Wall that remain central to the city’s identity, will easily recognize the terrain of Depictions of Berlin. But other cartographic ghosts visible in the work are invisible on the ground. In Kocken’s map, along with the outlines of the wall, we see the process of ethnic cleansing as registered in contemporary reports, the footprint of Germania, the megacity with which Hitler intended to replace Berlin, and the view from Allied bombers. At once, the Depictions series draws on the data-rich tradition of monumental history painting, as seen, for example, in Albrecht Altdorfer’s The Battle of Alexander at Issus (1529), and on the defocalizing, allover paintings of Jackson Pollock, Lee Krasner, and other artists working in the 1940s and 1950s. Kocken’s Depictions are simultaneously narrative and aleatory."

"For infographic purposes, there are a number of more obvious ways to deal with historical maps than Kocken’s approach. In the first place, we have the computer interface. Clearly, this is a resource available to Kocken, as his maps all pass through digital mediation on their way to their final printed form. One can easily imagine, for example, a mapping application that allows users to pick and choose among the 104 maps that constitute Kocken’s Depictions of Berlin, selecting display options such as color, opacity, and so forth. And, indeed, many such engines exist. Moreover, with the right approach, even Kocken’s print artifact could be rendered more legible. Kocken chose a different angle, allowing competing stories to conflict visually as well as epistemologically. In places, this conflict produces illegibility not unlike what we find in the dark regions of the Ypres map; in other places, coherences and transparencies are themselves a surprise.

In an age of infographics, we tend to forget that infographics age and the foreignness of old graphics matters to our understanding of them. Kocken’s Depictions show us that information graphics are always historical and conveying their opacity is as much a part of the historical project as is translating them into a contemporary visual language."
via:shannon_mattern  ambiguity  cartography  epistemology  complexity  art  maps  mapping  gertjankocken  danielrosenberg  2016  edwardtufte  visualization  infographics  berlin  amsterdam  rotterdam 
march 2016 by robertogreco
mbostock (Mike Bostock)

"Mike Bostock | Github
Let Bostock—until recently a graphics editor at The New York Times—show you how he uses the web’s native languages to turn raw numbers into shapes, colors, graphs, charts, and maps."]
javascript  visualization  github  d3  mikebostock  webdev  coding  webdesign 
january 2016 by robertogreco
Apparatus: A hybrid graphics editor and programming environment for creating interactive diagrams
"Apparatus is a hybrid graphics editor and programming environment for creating interactive diagrams.

The Apparatus Editor runs in the browser and interactive diagrams created with Apparatus can be shared and embedded on the web (coming soon).

Apparatus is free, open-source software."

"Apparatus is under active development. Discuss how Apparatus should evolve on the Apparatus Google Group.

Source code is available on Github under the MIT license. Contributions are very welcome! Big thanks to all who have contributed code to Apparatus.

Apparatus was originally developed by Toby Schachman as a research project within the Communications Design Group (CDG) sponsored by SAP Labs. Thanks to Bret Victor, Paula Te, Matthias Graf, Michael Nagle, Chaim Gingold, Robert Ochshorn, Glen Chiacchieri, Joshua Horowitz, Ian Johnson, Simon Last, Ivan Zhao, Emily Eiffler, Vi Hart, and Monique DeSalvo for design discussions, beta testing, and encouragement!"

[via: ]
graphics  visualization  software  opensource  onlinetoolkit  interactive  programming  classideas  tobyschachman  communicationsdesigngroup  brettvictor  paulate  matthiasgraf  vihart  moniquedesalvo  joshuahorowitz  ianjohnson  simonlast  ivanzhao  michaelnagle  chaimgingold  robertochshorn  glenchiacchieri  drawing  edg  srg 
december 2015 by robertogreco
toxic design : Index Gaia
Torino is a city on the move. The tradition forms of representation are obsolete or inadequate to depict the current reality and the dynamics in progress.

Project question
How can the city be made legible and comprehensible, understood as a complex organism and as a web of physical and social networks?

The urban territory is a system whose complexity is growing, in which a multitude of tangible and intangible flows (people, goods, information) stratify and interconnect.

Faced with all this, the traditional modes of mapping and representing the city appear entirely inadequate: the representations of the new physical and social networks, like that of their individual and collective life, are a new challenge for the design of communication. The representation of the phenomena demands the gradual abandonment of classical visual languages, i.e. of maps that lay their trust chiefly in the topological and geographical metaphor.

Overcoming these limits means building a new representation of the city: a collective vision capable of defining and visualising the new concept of urban space and, more in general, social spaces.

The theme, proposed in collaboration with the Urban Center Metropolitano of Torino, aims to produce visualisations in the form of diagrams and maps of relationships that induce a new way of viewing human-city interaction, and also useful for outlining new criteria for its development."
gaiascagnetti  place  torino  progress  2008  legibility  comprehension  understanding  cities  urban  urbanism  maps  mapping  networks  geography  communication  visualization  christiannold  jimsegers  donatoricci  paolociuccarelli  giuseppevaccario  andrewridge  tomziora  aliciahorvathola  federicamessina  veronicafilice 
december 2015 by robertogreco
The Tail End - Wait But Why
"It turns out that when I graduated from high school, I had already used up 93% of my in-person parent time. I’m now enjoying the last 5% of that time. We’re in the tail end.

It’s a similar story with my two sisters. After living in a house with them for 10 and 13 years respectively, I now live across the country from both of them and spend maybe 15 days with each of them a year. Hopefully, that leaves us with about 15% of our total hangout time left.

The same often goes for old friends. In high school, I sat around playing hearts with the same four guys about five days a week. In four years, we probably racked up 700 group hangouts. Now, scattered around the country with totally different lives and schedules, the five of us are in the same room at the same time probably 10 days each decade. The group is in its final 7%.

So what do we do with this information?

Setting aside my secret hope that technological advances will let me live to 700, I see three takeaways here:

1) Living in the same place as the people you love matters. I probably have 10X the time left with the people who live in my city as I do with the people who live somewhere else.

2) Priorities matter. Your remaining face time with any person depends largely on where that person falls on your list of life priorities. Make sure this list is set by you—not by unconscious inertia.

3) Quality time matters. If you’re in your last 10% of time with someone you love, keep that fact in the front of your mind when you’re with them and treat that time as what it actually is: precious."
death  life  relationships  time  scale  perspective  2015  timurban  visualization 
december 2015 by robertogreco
Creating Fictional Data Services and Their Implications — Design Fictions — Medium
"When conceptualizing a service or product based on data, I first transform visions into a tangible visualization, or prototype that anyone in a multi-disciplinary team can feel and understand. Additionally, I generally create Design Fictions that explore possible appropriations of the envisioned data service along its life. Taken together, prototypes and fictions present tangible concepts that help anticipate opportunities and challenges for engineering and user experience before a project gets even founded. These concepts give a clearer direction on what you are planning to build. They are a powerful material to explain the new data service to others and they act as a North Star for a whole team has a shared vision on what they might to want build.

Taken together, prototypes and fictions present tangible concepts that help anticipate opportunities and challenges for engineering and user experience before a project gets even founded.

This is the approach I aimed to communicate last week in a 5-days workshop at HEAD design school in Geneva to an heterogeneous group of students coming from graphic design, engineering, business or art backgrounds.

Part 1: Sketching with Data

Through the manipulation of a real dataset participants apprehended its multiple dimensions: spatial, temporal, quantitative, qualitative, their objectivity, subjectivity, granularity, etc.

Part 2: Creating implications

Writing a fictional press release forces to use precise words to describe a thing and its ecosystem. Quite naturally it leads to listing Frequently Asked Questions with the banal yet key elements that define what the data service is good for.

Take Aways

Data visualizations, prototypes and design fiction are ‘tools’ to experiment with data and project concepts into potential futures. They help uncover the unknown unknowns, the hidden opportunities and unexpected challenges.

Data visualizations help extract insights, and prototypes force to consider the practical uses of those insights. Design fictions put prototypes and visualization in the context of the everyday life. They help form a concept and evaluate its implications. The approach works well for abstract concepts because it forces you to work backward and explore the artifacts or the byproducts linked to your vision (e.g. a user manual, an advertisement, a press release, a negative customer review …). It encourages a global thinking with the ecosystem affected by the presence of a data service: What do people do with it over time? Where are the technical, social, legal boundaries? Some answers to those questions give a clearer direction on the data product or service you are planning to build."
fabiengirardin  speculativefiction  designfiction  data  fictionaldataservices  2015  prototyping  dataviz  datavizualiation  visualization  systemsthinking  ecosystems 
december 2015 by robertogreco
Introducing Versioning Poems
[Wayback to original posting: ]

"In London we have a fantasic group of people that discusses cutting edge ideas, the group is called the Palo Alto Supermarket test1. A recurrent topic has been Post-Internet art which we think it can be the next artistic expression trend.

["1 It abbreviates as PST, maybe it is worth looking for an interesting acronym, e.g. Policy, Society and Technology. Please ping me on twitter if you want to join in."]

In this post, I would like to introduce one way of writing Post-Internet poetry that mixes traditional poetry and coding poetry: Versioning Poems - I hope to inspire a new generation of poets, please update me @nicolagreco if you write some.

Versioning Poems

A versioning poem has two characteristics:

1. Versioning tool: The poem written in commit messages using a versioning tool

2. Commit diff: Each line has a commit diff that has code related to the message

In this way, one could clone a repository and just list the commit messages. The following is a poem of mine 9*19 Flowers poem.

Understanding requirement 1

As you can see each line shows up as a poem

$ git clone
$ git fetch origin poem
$ git checkout poem
$ git log --format="%C(yellow)%h%Creset %Cgreen%s%Creset%n%b"

ea814f4 POEM: 9*19 flowers
02d0dc0 Handcraft flowers from maths and lines,
aa14064 Choose the colors to make them shine,
ad4e12c Till the soil to plant the seeds.
700b967 .
7cea9e1 See me to make me glow
93c57f8 Touch me to give you more
e023bd0 Touch me you'll never stop
e146d2c Please touch me again.

Understanding requirement 2

The difference added by 93c57f8 Touch me to give you more relates to a piece of code that adds the function start_touching

93c57f8 Touch me to give you more
+ function start_touching(d, i) {
+ var flower =;
+ flower
+ .transition()
+ .delay(10)
+ .duration(1000)
+ .attr("d", handcraft_flower)
+ .style("stroke", "#ccc");
+ }


You can get very bizarre, the code does not need to work necessarely. In the case of my flowers, the final commit brings up a final working version of a visualization of the poem (See Figure 1).

I challenge your engineering skills and creativity to surprise me with a poem of yours.

- Nicola Greco,
Keep on rocking the decentralized web"

[code here: ]

[via: ]

[See also: ]
nicolagreco  art  poetry  poems  versioning  coding  codingpoetry  classideas  flowers  visualization 
october 2015 by robertogreco
Institute for Computer Graphics: Computer Animation and Visualization of Olympic Swimmers
"A logical extension of current conventional videographic analysis of swimming is threedimensional (3D) computer animation and visualization. Recent advances in computer graphics now make it possible construct realistic, 3D animated computer models of swimmers, which can then be used for a detailed analysis of swimming technique by coaches and athletes. This kind of approach has been used in a variety of domains including biomechanics to analyze human gait. Such an approach would be able to answer questions that 2D video or live action cannot answer.

For example, precisely how is the motion of one swimmer different from another? How do the various body parts move during a stroke? 3D animations could also become an invaluable tool for training athletes. Simple models of fluid forces could also be included into these animated model and used for rapid assessment of various strokes. Finally, 3D animations can also provide body motion data that can be fed into the CFD analysis described above. Preliminary proof-of-concept work in this direction has already been done by the group using body-scan and videographic data provided by USA Swimming, and adjacent figure shows a multi-exposure view of a 3D computer model captured from video of a real swimmer executing a dolphin kick. This model can be made to move precisely like the athlete in question. The model can then be measured and visualized to give a variety of information about the swimmer and this would be difficult to do using conventional video analysis. For instance, the red line in the figure traces the motion of the toe and the animation can also be viewed from any direction as shown in the lower figures in order to examine in detail, the various stages in the stroke.

Currently, several swimming motions such as backstroke are being added to the motion library, and the visualization application has several tools for comparison and analysis of different styles of swimming motion.

Participants: Can Kirmizibayrak, James Hahn"
swimming  visualization  srg  edg 
september 2015 by robertogreco
Siddhartha sits under the bodhi tree. | Fred Klonsky
"My friend Michelle Gunderson teaches first grade at a Chicago public school.

She is a staunch teacher union activist and a proponent of student-learning from play.

In a sane world this would be considered common sense and obvious.

As a sign of how nuts schools have become, Gunderson must be considered an educational radical for advocating play.

On Facebook this morning Michelle posted this:

As we build education policy groups, let’s make sure we include teachers who have spent their lives playing on rugs with children. Too often early childhood voices are missing from the process.

I think I would take that another step.

Education policy groups (if we need them at all) should only include teachers who have spent their professional lives on the floor with children.

Years ago I worked with an administrator who happened to be a Buddhist.

She often complained to me how she missed being in the classroom with kids.

“No problem,” I finally said. “Why don’t you come to my room and tell my second graders the story of how Siddhartha got to be the Buddha.”

I was already showing my students how to draw the human figure and how legs and arms bend and which way they bend. And which way they don’t.

And how some joints bend only one way and others have joints called balls. Which always got a giggle.

I would stick pieces of tape at the joints and we would move around and discover the amazing fact that arms and legs only bend where there is a joint.

One student would demonstrate a ballet position and then we would all take that position.

Another would pretend to be a hockey goalie. And then we all would.

Trust me. This all led to amazing discoveries.

The day came when the  administrator came to the art room with her personal Buddha and sat on the floor in a lotus position, telling the story of how Siddhartha sat under the bodhi tree and gained enlightenment.

And with tape on our joints we also sat in the lotus position.

Including me.

And listen. I was still doing this at 60.

I believe we gained a level of enlightenment.

I’m not sure that it made her a better administrator.

But she continued to come back every year for years.

I have to admit that in my last few years it was much easier for second graders to go full lotus than it was for me.

Yet I never gave up the floor."
2015  fredklonsky  michellegunderson  education  policy  teaching  howweteach  administration  buddha  buddhism  siddhartha  bodies  humans  cv  howwelean  movement  classideas  visualization  body 
july 2015 by robertogreco
This Is How Fast America Changes Its Mind | Bloomberg Business - Business, Financial & Economic News, Stock Quotes
"Eleven years after Massachusetts became the first state to allow same-sex couples to marry, the Supreme Court has now extended that right nationwide. The decision came after a wave of gay marriage legalization: 28 states from 2013 to 2015, with 36 overall prior to the Court's ruling. Such widespread acceptance in a short amount of time isn't a phenomenon unique to gay marriage. Social change in the U.S. appears to follow a pattern: A few pioneer states get out front before the others, and then a key event—often a court decision or a grassroots campaign reaching maturity—triggers a rush of state activity that ultimately leads to a change in federal law.

We looked at six big issues—interracial marriage, prohibition, women’s suffrage, abortion, same-sex marriage, and recreational marijuana — to show how this has happened in the past, and may again in the very near future."
2015  politics  visualization  us  socialchange  mindchanging  interracialmarriage  prohibition  abortion  women'ssuffrage  marriageequality  marijuana  timelines  policy  society  mindchanges 
july 2015 by robertogreco
Dear Data
"Two girls who switched continents get to know each other through the data they draw and send across the pond

Dear Data is a year-long, analog data drawing project by Giorgia Lupi and Stefanie Posavec.

We are currently at week 29 and will be updating this site with regular deliveries, check back for more drawings!

New cards are delivered on Wednesdays."


See also: ]
data  art  visualization  illustration  dataviz  penpals  mail  giorgilupi  stefaniepsavec  datavisualizai  drawing  analog 
march 2015 by robertogreco
Augmented Ecology
"Augmented Ecology is a research platform that tracks developments in an emerging branch of the anthropocene; the intertwining of data and media systems with ecosystems.

[image: “Heat-map for yearly migratory pattern of the Black-throated Gray Warbler on eBird”]

Mapping, visualization and tracking technologies contribute to a more detailed picture of the living and geological landscapes. They help to model, to explore, to research, to protect, to admire, exploit or conserve the natural world by extending our view. By satellite, drone, radio-tag, browser and smartphone, hidden paterns and behaviour are discovered, networks of meaning are formed and participatory science undertaken. These tools are extending our human senses, making visible the daily life of a whale not unlike the way early telescopes made the features of Saturn visible.

[image “Mapping efforts by Google Trek”]

Through epizoic media, drone ecology and satellite sensors living systems seem to be emerging as a subset of the internet of things (IoT). Perhaps this subset could be called an Internet of Organisms (IoO), at any rate it makes for a splendid looking acronym…

The augmentation of natural systems raises some new questions: What changes does the increasing level of media resolution bring to our relationship with the great out-doors and wildlife? What kinds of opportunities do they offer for interaction, research, citizen science or tourism? What is their impact on the political value of the wilderness, both as a global commons and as a refuge away from human society, government and corporate power?

[image “Bengal Tiger Panna 211, the subject of an attempted GPS-Collar hack by cyberpoachers 2014”]

The aim of this research is to highlight how technologies such as remote sensing, tagging, mapping, uav-s, develop a next chapter in our ongoing history of exploration, domestication, exploitation of, and fascination for the dynamic systems we are part of.

[image “SAISBECO facial recognition software for the study of wild apes 2011”]

The wired wilderness is becoming populated by data-harvesting animals, camera-traps, conservation drones, Google Trek adventurers, cyberpoachers and many other forms of machine wilderness. Perhaps Augmented Ecology can be a fieldguide to browse this weird neck of the woods? Surely these developments are worth our deliberate attention - Theun Karelse

This research was triggered by the development of an opensource smartphone application called Boskoi for exploring and mapping the edible landscape undertaken at FoAM. As one of the first participatory apps focussed on nature, it flashed out many issues. The issues surrounding Redlist species were particularly thought provoking and resulted in a session in FoAM’s program at Pixelache festival in 2011 asking: ‘Is there still a privatelife for plants?’ (an adaptation of the title of the BBC natural history series)"
tumblrs  augmentedecology  ecology  multispecies  conservation  technology  anthropocene  mapping  maps  visualization  landscapes  nature  wildlife  droneecology  drones  sensors  ioo  internetoforganisms  sensing  tagging  wilderness 
march 2015 by robertogreco
The rise of explorable explanations | Maarten Lambrechts
"It may be that I’m just late to the party, but the last couple of months some very interesting mixes of text and small, interactive graphics explaining quite complex mathematical, statistical and other concepts came into my view. Here I list some of these new and powerful explorable explanations.

The inspirator

The term ‘explorable explanation’ was coined 4 years ago by Bret Victor, in his essay with the same title. Victor argues that readers will be more engaged and will learn and remember better when they are ‘active readers’."
education  interactive  visualization  bretvictor  dataviz  understanding  2015  maartenlambrechts 
march 2015 by robertogreco
The Humane Representation of Thought on Vimeo
"Closing keynote at the UIST and SPLASH conferences, October 2014.

References to baby-steps towards some of the concepts mentioned:

Dynamic reality (physical responsiveness):
- The primary work here is Hiroshi Ishii's "Radical Atoms":
- but also relevant are the "Soft Robotics" projects at Harvard:
- and at Otherlab:
- and some of the more avant-garde corners of material science and 3D printing

Dynamic conversations and presentations:
- Ken Perlin's "Chalktalk" changes daily; here's a recent demo:

Context-sensitive reading material:

"Explore-the-model" reading material:

Evidence-backed models:

Direct-manipulation dynamic authoring:

Modes of understanding:
- Jerome Bruner:
- Howard Gardner:
- Kieran Egan:

Embodied thinking:
- Edwin Hutchins:
- Andy Clark:
- George Lakoff:
- JJ Gibson:
- among others:

I don't know what this is all about:



New representations of thought — written language, mathematical notation, information graphics, etc — have been responsible for some of the most significant leaps in the progress of civilization, by expanding humanity’s collectively-thinkable territory.

But at debilitating cost. These representations, having been invented for static media such as paper, tap into a small subset of human capabilities and neglect the rest. Knowledge work means sitting at a desk, interpreting and manipulating symbols. The human body is reduced to an eye staring at tiny rectangles and fingers on a pen or keyboard.

Like any severely unbalanced way of living, this is crippling to mind and body. But it is also enormously wasteful of the vast human potential. Human beings naturally have many powerful modes of thinking and understanding.

Most are incompatible with static media. In a culture that has contorted itself around the limitations of marks on paper, these modes are undeveloped, unrecognized, or scorned.

We are now seeing the start of a dynamic medium. To a large extent, people today are using this medium merely to emulate and extend static representations from the era of paper, and to further constrain the ways in which the human body can interact with external representations of thought.

But the dynamic medium offers the opportunity to deliberately invent a humane and empowering form of knowledge work. We can design dynamic representations which draw on the entire range of human capabilities — all senses, all forms of movement, all forms of understanding — instead of straining a few and atrophying the rest.

This talk suggests how each of the human activities in which thought is externalized (conversing, presenting, reading, writing, etc) can be redesigned around such representations.


Art by David Hellman.
Bret Victor -- "

[Some notes from Boris Anthony:

"Those of you who know my "book hack", Bret talks about exactly what motivates my explorations starting at 20:45 in "

"From a different angle, btwn 20:00-29:00 Bret explains how "IoT" is totally changing everything
@timoreilly @moia" ]
bretvictor  towatch  interactiondesign  davidhellman  hiroshiishii  softrobotics  robots  robotics  kenperlin  jeromebruner  howardgardner  kieranegan  edwinhutchins  andyclark  jjgibson  embodiedcognition  cognition  writing  math  mathematics  infographic  visualization  communication  graphics  graphicdesign  design  representation  humans  understanding  howwelearn  howwethink  media  digital  dynamism  movement  conversation  presentation  reading  howweread  howwewrite  chalktalk  otherlab  3dprinting  3d  materials  physical  tangibility  depth  learning  canon  ui  informationdesign  infographics  maps  mapping  data  thinking  thoughts  numbers  algebra  arithmetic  notation  williamplayfair  cartography  gestures  placevalue  periodictable  michaelfaraday  jamesclerkmaxell  ideas  print  printing  leibniz  humanism  humanerepresentation  icons  visual  aural  kinesthetic  spatial  tactile  symbols  iot  internetofthings  programming  computers  screens  computation  computing  coding  modeling  exploration  via:robertogreco  reasoning  rhetoric  gerrysussman  environments  scale  virtualization 
march 2015 by robertogreco
Maps as Media: New Fall 2015 Studio – Words in Space
"coming fall, I’ll introduce a new hybrid theory-practice studio course: Maps as Media. Here’s my tentative course description:

Maps reveal, delineate, verify, orient, navigate, anticipate, historicize, conceal, persuade, and, on occasion, even lie. From the earliest maps in cave paintings and on clay tablets, to the predictive climate visualizations and crime maps and mobile cartographic apps of today and tomorrow, maps have offered far more than an objective representation of a stable reality. In this hybrid theory-practice studio we’ll examine the past, present, and future – across myriad geographic and cultural contexts – of our techniques and technologies for mapping space and time. In the process, we’ll address various critical frameworks for analyzing the rhetorics, poetics, politics, and epistemologies of spatial and temporal maps. Throughout the semester we’ll also experiment with a variety of critical mapping tools and methods, from techniques of critical cartography to sensory mapping to time-lining, using both analog and digital approaches. Tentative course requirements include: individual map critiques; individual final critical-creative projects in a format of each student’s choosing; and small-group projects completed in collaboration with NYPL Labs and the NYPL Map Division, in support of their work on the Knight Foundation-funded Space/Time Directory.

I welcome overtures from potential guest speakers, hosts of field trips and/or other cartographic excursions, and especially creative, tech-savvy, GIS-fluent teaching assistants!"
shannonmattern  2015  maps  mapping  cartography  history  visualization  media  classes 
march 2015 by robertogreco
Seamless Transitions |
"Seamless Transitions is a visualisation of three spaces of immigration judgement, detention and deportation in the UK. Field House in the City is the home of the Special Immigration Appeals Commission (SIAC), designed around the presentation of secret evidence, Harmondsworth IRC at Heathrow is just one part of the UK’s detention estate, and the Inflite Jet Centre at Stansted is where I watched the deportation flights take place in December 2013 – and where they still carry on.

Each of these spaces is “unphotographable” in the traditional sense, so I used investigative journalism techniques, eyewitness accounts and other research to reconstruct each of them. I then took these plans to Picture Plane, a leading architectural visualiser about whose work I have written at length before. The resultant film – a walkthrough of the virtual environments created by Picture Plane based on research and investigation of real spaces – is a simulacram that nevertheless reveals a reality, one which has remained hidden behind law and indifference.

I have written more about the sites depicted for the Guardian newspaper [ ]:
Politicians on all sides – when it suits them – have criticised the current asylum system. Human-rights groups and courts have questioned the legality of many of its aspects. Successive reports over a decade have decried the conditions, management and humanity of the flights and detention centres. Newspaper stories every month recount a litany of abuses, deaths, broken families and traumatised individuals. But even if you don’t know these stories, just watching people of colour being loaded off buses by burly men in hi-vis jackets at night is enough to tell you something inhumane, morally embarrassing, legally questionable and fundamentally objectionable is going on.

And I wrote about the investigative process and the meaning of visualisation for the Border Criminologies blog of the Centre for Criminology [ ] at the University of Oxford:
Seamless Transitions is not about the individual stories of immigrants and borders ― as necessary and important as those stories are. It’s about the unaccountability and ungraspability of vast, complex systems: of nation-wide architectures, accumulations of laws and legal processes, infrastructures of intent and prejudice, and structural inequalities of experience and understanding. Through journalistic investigation, academic research, artistic impression, and, I believe, the confluence of these approaches with new technologies, there is an opportunity to see, describe, and communicate the world in ways which have not been possible before.

[See also the video interview: ]
2015  jamesbridle  immigration  deportation  uk  law  visualization  research  journalism  legal  architecture  seamlesstransitions  invisibility 
march 2015 by robertogreco
"Investigating the style of self-portraits (selfies) in five cities across the world.

Selfiecity investigates selfies using a mix of theoretic, artistic and quantitative methods:

We present our findings about the demographics of people taking selfies, their poses and expressions.

Rich media visualizations (imageplots) assemble thousands of photos to reveal interesting patterns.

The interactive selfiexploratory allows you to navigate the whole set of 3200 photos.

Finally, theoretical essays discuss selfies in the history of photography, the functions of images in social media, and methods and dataset."
selfies  visualization  photography  data  bankok  berlin  nyc  moscow  sãopaulo 
january 2015 by robertogreco
Text Visualization Browser
"A Visual Survey of Text Visualization Techniques"
analytics  visualization  dataviz  data  text 
january 2015 by robertogreco
« earlier      
per page:    204080120160

related tags

1:1  1to1  3d  3dimaging  3dprinting  3dscanning  365grateful  1930s  1940s  abortion  abstract  abstraction  abundance  abuse  academia  accessibility  accounting  acknowledgement  acoustics  acrophobia  action  actionscript  activism  activities  adamgreenfield  adaptive  adaptivepath  adblocking  adjacency  administration  admissions  adobe  adventure  advertising  advice  aerialimagery  aesthetics  affordability  africa  age  agencies  agency  aggregation  aggregator  aging  agriculture  ai  aiga  airlines  airplanes  airports  alancole  alankay  alaska  alberteinstein  aleksanderhemon  alexismadrigal  alextaylor  algebra  algorithms  alice  aliciahorvathola  alinear  allentan  alphabethistoriography  alwayson  amazon  ambient  ambiguity  america  amsterdam  amybalkin  anabjain  analog  analogdesign  analysis  analytics  anatomy  ancientcivilization  ancientgreece  ancienthistory  ancientrome  andreapolli  andrewridge  android  andréscolubri  andybaio  andyclark  angles  angrybirds  animals  animation  animatronics  anismojgani  annalowenhaupttsing  annamunster  annatsing  annegalloway  annehelmond  annotation  antarctic  antarctica  anthologies  anthropocene  anthropology  anti-biases  anticapitalism  anxiety  apartheid  api  apparel  apple  applications  appreciation  ar  archaeology  archeology  archimedes  architecture  archive  archives  archiving  arctic  arduino  area  arg  argentina  argument  arial  arithmetic  arpanet  art  artificial  artificialintelligence  artisits  artists  arturocastro  asia  assessment  astrology  astronomy  atari  atemporality  atheism  atlases  atom  attention  attribution  audio  audiovisual  audrelorde  audreywatters  augmentation  augmentedecology  augmentedreality  aural  aurora  australia  authoringtools  authority  automaticwriting  averaging  aviation  awareness  babies  babyboomers  backchannel  backup  badges  bahrain  balloons  baltimore  banking  bankok  barackobama  baseball  bayarea  bayesian  bbc  bear71  bears  beenthere  beginner  behavior  beijing  belgium  belief  bencerveny  benfry  berg  berglondon  berlin  bezier  bhutan  bias  biases  bibliography  bigdata  bighere  bikes  bing  biodiversity  biographies  biology  biomimetics  biomimicry  bioregions  birding  birds  blackberry  blackswans  blind  blindness  blogger  blogging  blogjects  blogs  blonde  bluetooth  bodies  body  bolzano  bones  booklearning  bookmarking  bookmarks  books  boomerangs  boomers  bootstrap  borges  borngold  boundaries  bradovenell-carter  braid  brain  brainstorming  branching  brasil  brazil  brendandawes  brettvictor  bretvictor  brianhayes  brianlarkin  bridges  broadcast  brooklyn  brooklynbeta  browser  browsers  brucesterling  brunolatour  bubbles  buddha  buddhism  budget  buglabs  buildings  buses  business  butterflies  c++  cabinetsofcuriosity  cables  cacerolazos  calculator  calculus  calendar  california  callandresponse  cameras  camping  campuses  canon  capetown  capitalism  capture  capturing  caracas  carbon  carbonemissions  careers  caribbean  carljung  carllinnaeus  cars  carsharing  cartesianmodeloflearning  cartography  cartoons  carvalhobernau  carvermead  casestudy  caseyreas  cassiemarketos  cataloging  catalogs  catherinebracy  causes  caves  cells  cemregungor  census  cgi  chaimgingold  chalktalk  change  chaos  characters  charlesdarwin  charlesstankievech  charlieloyd  charts  chat  chemistry  chicago  chiehhuang  childhood  children  chile  china  chinese  chistopherfahey  chooseyourownadventure  chrisanderson  chrisheathcote  chrismcdowall  chrismullen  christiangross  christianGroß  christianity  christiannold  christophbuchner  chronology  circles  circuits  circumference  cities  citizenjournalism  citizenship  city  cityofsound  citysense  civics  civilwar  claireevans  clairehoch  clarestrand  class  classes  classical  classics  classideas  classification  climate  climatechange  clivethompson  clocks  closed  closeencountersofthethirdkind  clothing  cloud  cloudcomputing  cloudmade  clouds  clustering  coaching  coal  coasts  code  coding  codingpoetry  coffee  cognition  cognitive  coldwar  collaboration  collaborative  collaborativeproduction  collaborativewriting  collage  collection  collections  collective  collectiveintelligence  collectivism  colleges  colombia  colonialism  color  colors  columbia  combinations  comics  commentary  commoditization  commons  communication  communicationdynamics  communicationsdesigngroup  communism  communities  community  communitycurrency  communitymanagement  commuting  comparison  comparisons  compartmentalization  complementarycurrency  complexity  composition  comprehension  compsci  computation  computer  computers  computing  concepts  conferences  conflict  congress  congressionalrecord  connection  connections  connectivism  connectivity  consciousness  conservation  consilience  constructedreality  construction  constructivism  consumerism  consumers  consumption  content  contentgraph  context  context-aware  contextual  continuity  continuouspartialattention  control  controllers  convergence  conversation  converter  conwaysgameoflife  cooking  cooper-hewitt  cooperation  copyright  corlaine  corruption  cosmology  cost  costs  counternarratives  countries  courts  coviewing  cowbird  cpi  craft  craftmanship  crafts  craftsman  craigcannon  create  creative  creativity  credibility  credit  crime  crisis  criticism  croquet  crossdisciplinary  crosspollination  crowdmap  crowds  crowdsourcing  cryosphere  cryptozoology  csiap  css  culinary  culture  curarium  curetogether  currency  currentevents  currents  curriculum  cursor*10  customs  cv  cyanotype  cyberattacks  cyberspace  cynicism  cyoa  d3  d3.js  daily  daitowanabe  damianstewart  damonzucconi  danhill  danhon  danielrosenberg  danielshiffman  dariusthegreat  darkecologyandreapolli  darkmatter  darksky  darwin  dashboard  data  dataanalysis  database  databases  datacollection  dataesthetics  datagriots  datamining  datanetworks  datausa  datavis  datavisualisation  datavisualizai  datavisualization  dataviz  datavizualiation  datawithcontext  date  davegray  davidbyrne  davidcain  davidfosterwallace  davidgraeber  davidhellman  davidsimon  davidwicks  daylight  dealers  death  debate  debategraph  deborahcowen  debroy  decay  deeplearning  definitions  dehumanization  deleuze  deleuze&guattari  dematerialization  democracy  democrats  demographics  deniswood  density  deportation  depth  deschooling  design  designandtheelasticmind  designfiction  designinggeopolitics  desktop  desktops  development  devices  diagnosis  diagram  diagramming  diagrams  dialog  dialogue  diatoms  dickbriel  dictionaries  dictionary  diederickhuijbers  diegogoldberg  diet  digital  digitalhumanities  digitalmedia  digitalstorytelling  digitization  dimensions  directions  directory  disaster  discovery  discussion  disease  disembodiment  display  distance  distortion  distributed  diversity  diy  dna  documentary  documentation  dogs  doing  donations  donatoricci  dopplr  dotmap  dougengelbart  download  downloads  drawing  drawings  dreams  drink  droneecology  droneproject  drones  drorbar-natan  drought  dslr  duckduckgo  dunbar  dynamic  dynamism  dyslexia  e-learning  eames  earth  earthquakes  eating  eclipse  ecology  ecologyoftools  economics  economy  ecosystems  ecotopia  ecuador  edg  editing  education  edwardtufte  edwinhutchins  effects  efficiency  egypt  ehealth  einarsnevemartinussen  elearning  elections  electoralcollege  electormagneticterrain  electricgrid  electricity  electronics  electroplankton  elementary  elements  elevation  elitism  ellendunham-jones  elliotwoods  email  embedded  embodiedcognition  emergency  emerging  emilyhorne  emissions  emmettruxes  emoji  emotion  empires  employment  encines  encyclopedia  encyclopedias  endangersspecies  endorsements  energy  energy-efficiency  engagement  enginayaz  engineering  english  enron  entertainment  environment  environments  epistemology  equality  ericklotz  ericrodenbeck  españa  estherdyson  ethics  ethnicity  ethnography  etiquette  etymology  europe  events  eventstucture  everyware  evidence  evolution  evolvingbook  evolvinglogos  examples  excel  exhibitions  exhibits  existence  exostructure  experience  experiencedesign  experimental  experimentalgeography  experimentation  experiments  explainer  explanation  exploration  exporation  expression  extinction  eyecandy  eyeo  eyeo2012  eyeo2013  eyetracking  fabiengirardin  fabrica  facebook  faces  facts  fairytales  familes  families  familystructure  farming  fashion  fatamorgana  fauna  fauxscience  favoritism  fear  federicamessina  feedbackloops  feeds  fiction  fictionaldataservices  fictionalmaps  fictionalworlds  field  fieldguides  fieldtrips  fieldwork  filetype:jpg  filetype:pdf  film  filmmaking  filterbubble  filtering  finance  finances  financialliteracy  finland  fishing  flags  flash  flickr  flight  flights  flip-flop  flora  flow  flowchart  flowcharts  flowers  flows  fluxus  fog  folding  folksonomy  fonts  food  football  footprint  forcedconnections  forecasting  foreden  foreignpolicy  forests  forgetting  form  foss  foursquare  fourthdimension  fractallearning  fractals  fractions  framework  frameworks  framing  france  frankenfont  frankenstein  frankluntz  freakonomics  fredklonsky  fredscharmen  free  freecooperunion  freedom  freelancing  freeware  french  fresno  friends  friendsofthepleistocene  fruit  fsa  fsa-owi  fun  funding  futbol  future  futuremaking  futures  futurism  futurology  fuzziness  félixguattari  gaddafi  gadgets  gaffta  gaiascagnetti  galleries  gallery  game  gamechanging  gamedesign  gamedev  games  gamification  gaming  gatekeeping  geek  gender  generations  generationx  generativity  generator  genetics  genius  gentrification  genx  genygenerationy  geo  geocities  geocoding  geodata  geography  geoloacation  geolocation  geologictime  geologictimescale  geology  geoloqi  geometry  geoplanet  geopolitics  georgesaunders  georgesiemens  geotagging  germany  gerrysussman  gertjankocken  gestures  gifts  gillesdeleuze  giorgilupi  girls  gis  github  giuseppevaccario  glanceable  glenchiacchieri  global  globalism  globalization  globalwarming  globlwarming  glossary  glvo  gmail  gne  golanlevin  good  goodmagazine  google  googlebooks  googleearth  googlemaps  googlengrams  googlereader  government  gps  gpsdrawing  gracenote  grameenbank  grammercypark  grandtheftauto  granularity  graphcommons  graphic  graphicdesign  graphics  graphing  graphs  grassroots  gratitude  gravity  gravitysrainbow  grazing  greek  green  gregborenstein  griot  griotism  groceries  groups  growth  grsshopper  gruntledness  gs  gta  guattari  gui  guides  guns  gunviolence  gutenbergminds  gutenbergparenthesis  hacking  hacks  haileybartholomew  handdrawn  handheld  hansrosling  happiness  happinesshacking  haptic  hardware  hashtags  hawaii  healers  health  healthcare  heat  heatmap  helenmacdonald  helgatawil-souri  helsinki  helvetica  highered  highereducation  highspeed  highspeedrail  hillaryclinton  hinduism  hiphop  hiragana  hiroshiishii  historiography  history  historyofinformation  hivemind  homebrew  homegrowing  homes  homeschool  homicide  homunculus  honolulu  hope  hopefulness  hospitals  housing  housingbubble  howardgardner  howardrheingold  howbigreally?  howmanyreally?  howto  howwelean  howwelearn  howweread  howweteach  howwethink  howwework  howwewrite  html  html5  hubnet  human  human-animalrelations  human-animalrelationships  humananatomy  humanerepresentation  humanism  humanities  humanitiescomputing  humanity  humanrights  humans  humor  hunches  hydropower  hypercities  hyperlinks  hyperlocal  hyperstudio  hypertext  ianjohnson  iannairn  IBM  ice  iceland  iconography  icons  ict  ideals  ideas  ideascaffolding  identity  ideology  if  illusion  illusions  illustration  illustrator  im  imageprocessing  imagery  images  imaginaryplaces  imagination  imaging  imap  immaterials  immersion  immersive  immigration  income  incomprehension  indie  individualbias  indonesia  industrialization  industrialrevolution  industry  inequality  infants  infinitejest  infinity  inflatable  inflatables  inflation  influence  infodesign  infographic  infographics  infoliteracy  infooverload  informallearning  information  informationaesthetics  informationdesign  infovis  infoviz  infrastructure  ingredients  ingridburrington  inherentvice  injustice  innovation  input  inquiry  inquiry-basedlearning  insight  inspiration  instability  instagram  installation  instruments  insurance  integration  intelligence  interaction  interactiondesign  interactive  interactivefiction  interactivenarratives  interconnected  interconnectedness  interconnectivity  interdisciplinarity  interdisciplinary  interesting  interface  interfacedesign  interliteraryreferences  international  internations  internet  internetoforganisms  internetofthings  interpretation  interracialmarriage  interview  invasivespecies  invention  inventions  inventory  invisibility  invisible  invisiblelandscape  ioo  ios  ios7  iot  ip  ipad  iphone  ipod  iran  irrationallogic  isaachepworth  islam  isolation  issues  it  italy  ivanillich  ivanzhao  ivyleague  ixd  jackiebatey  jackschulze  jacksonpope  jacobo'neal  jaiku  jamaiscascio  jamesbond  jamesbridle  jamesclerkmaxell  jamescorner  jamescscott  jameseo  jamesgeorge  janchipchase  janeausten  janecouldrey  janehirshfield  janemcgonigal  janerendell  jannull  janwillemtulp  japan  japanese  jargon  jasondavies  jasonvancleave  java  javascript  jaynewilson  jazz  jeanbaptistelamarck  jeanpiaget  jedcarter  jeffcrouse  jeffhan  jenlowe  jennyoffill  jeromebruner  jerthorp  jespersparreandersen  jessicahische  jimsegers  jjgibson  jkkeller  jmledgard  jmwturner  johannadrucker  johnconstable  johnmaeda  johnmccain  johnnychunglee  johnseelybrown  johnstone  johnthackara  johnyau  jonardern  jonathancorum  jonathanharris  jorindevoigt  jorisstrijbos  joshbegley  joshnoble  joshuahorowitz  journalism  journals  jprangaswami  judaism  judges  judithbeveridge  junejordan  justice  justicemappingcenter  jørnknutsen  kartograph  katakana  kateascher  katedavies  katemclean  kathysierra  katielewis  kennedy  kenperlin  kenya  kenyattacheese  kevinkelly  kevinslavin  keynote  kids  kieranegan  killmath  kindness  kinect  kinesthetic  kinetic  kineticsculpture  kissing  knowing  knowledge  kottke  kpbs  kudos  kylemcdonald  land  landsat  landsat8  landscape  landscapes  landuse  language  languageacquisition  languages  lanyrd  larrytesler  lasers  lastfm  latecapitalism  latinamerica  laurakurgan  laurenredniss  law  layers  layout  lcproject  leadership  leakviz  learning  learning2.0  lectures  led  legal  legalcode  legibility  lego  leibniz  leraboroditsky  letters  liamyoung  libraries  library  libya  life  lifehacks  lifelogging  lifestream  lifestreams  light  lima  limits  linearity  lines  linguistics  linkedin  linux  lion  lisaparks  lisastrausfeld  listening  lists  literacy  literarymaps  literature  live  livestock  living  lizlawley  local  localcurrency  localnetworks  location  location-aware  location-based  locative  logic  logo  logos  london  longnow  loopiness  lordoftherings  losangeles  lost  louiseamoore  louisiana  love  lucagatti  lukaszkarluk  lukehowardcaspardavidfriedrich  lukeneff  lulu  lyrics  maartenlambrechts  mac  macosx  magazines  magic  magnetic  mail  make  maketheinvisiblevisible  making  malakmanalp  malaysia  management  mandalas  mandarin  manifestos  map  mapboc  mapmaking  mapnificent  mapping  maps  mapzen  marianatrench  mariapopova  mariecurie  marijuana  mario  marioklingemann  marioworld  marketing  markfiore  markmorford  marknystrom  marriageequality  mars  marshallmcluhan  mashup  mashups  masks  massproduction  materialism  materiality  materials  math  mathematica  mathematics  matrix  matthewgingold  matthiasgraf  mattjones  mattwebb  maxfenton  mcsweeneys  meaning  meaningmaking  measurement  medellin  medellín  media  media:document  media:image  mediaconnection  medialab  medical  medicare  medicine  meetings  megacities  megaregions  memes  memolane  memories  memory  memorymachines  mentalillness  mentalmaps  mesofacts  messaging  metadata  metaphor  metaverse  meteorology  mexico  mfa  michaelbloomberg  michaelchabon  michaelfaraday  michaeljackson  michaelnagle  michaelwesch  michalmigurski  michelgondry  michellegunderson  microbiology  microcontrollers  microscope  microsoft  middleeast  migration  mikeamante  mikebatty  mikebostock  milesdavis  millennials  mind  mindchanges  mindchanging  mindmap  mindmapping  mindmops  mindset  mindstorms  misconception  mit  mitmedialab  mixedrace  miyamotomusashi  mmog  mmorpg  mobile  mobilecomputing  mobilelearning  mobility  mobs  modelessness  modeling  modern  modernism  moleculargastronomy  moma  moments  momoamsterdam  money  moniquedesalvo  monitoring  monopoly  monsters  moods  moon  morality  morethanhuman  moscow  motion  motiongraphics  motivation  motors  mountains  mountdiablo  movement  movies  mozilla  mp3  mri  mta  muji  multidisciplinary  multiliteracies  multimedia  multiplayer  multispecies  multitouch  museums  music  mutation  myspace  names  naming  nanotechnology  narration  narrative  narrativesequences  nasa  nassimtaleb  natal  natematias  nathaliemiebach  nathanmatias  nathanyau  nationalfilmboardofcanada  nationalparks  nations  naturalgas  naturalhistory  nature  naturenurture  navigation  nearfield  neighborhoods  neo-nomads  neogeography  neoliberalism  neolucida  nerves  net  netart  netflix  netherlands  netlogo  network  networkedcities  networkedlearning  networking  networks  networktraffic  neuralnetworks  neuroscience  newliberalarts  newmedia  news  newsmap  newspapers  newzealand  nfb  nfbc  nfc  ngramviewer  nicholasfelton  nicholasfeltron  nicholasnixon  nickycase  nicolagreco  nicolestarosielski  nietzsche  nikhilsonnad  nintendo  njhabraken  noahkalina  nodebox  noise  nomads  non-linear  nonlinear  nonverbalcommunication  northamerica  northernhemmisphere  norway  notation  notebooks  notes  notetaking  noticing  notsurewhattothinkofthis  novels  nps  nuclear  numbers  nyc  nypl  nytimes  objectivity  objects  obligations  observation  obsolescence  occupywallstreet  ocean  oceanography  oceans  offcampustrips  oil  ollantaytambo  olpc  olympics  omnigraffle  online  onlinetoolkit  ontology  onull  open  open311  opendata  openframeworks  openness  opensource  openstreetmap  opinion  optimism  optimization  order  ordering  organization  organizations  origami  osm  osx  otherlab  outdoors  over-fishing  owls  ows  pablogarcia  pachube  pacific  pacs  painting  pakistan  paleontology  panorama  pantographia  paolaantonelli  paolociuccarelli  paper  paperairplanes  papercraft  paperjs  papernet  papervision  papervision3d  paradigmshifts  parallelfutures  paralleluniverses  paranoia  parenting  paris  parkour  parks  participation  participatory  past  pasture  patagonia  paternalism  paths  patients  patternrecognition  patterns  paulate  pauledwards  paulford  pauljanet  paullockhart  paulotlet  pdf  pedagogy  pedestrians  peerbonus  penguin  penpals  pentagram  people  perception  performance  periodictable  perlinnoise  perpetuation  persia  personal  personalinformatics  personalization  perspective  pervasive  peterrichartdson  petroleum  petruccelli  pew  philbeard  philippines  philipwhitfield  philosophy  phoenix  phone  phones  photogrammar  photography  photoshop  phrases  physical  physicalvisualization  physics  physiology  pi  piaget  picasa  piecharts  pierrecurie  pierredragicevic  pinboard  pingmag  pipelines  piqueteros  place  placevalue  planes  planet  planets  plannedobsolescence  planning  plants  platform  play  plush  plutocracy  podcasting  poems  poemviewer  poetry  points  pointsification  policy  politicalspectrum  politics  polls  pollution  polymaps  population  populationdensity  porpentine  portfolio  portraits  ports  portugal  possibility  posters  postmodernism  postoccupancy  posture  poverty  power  powerpoint  powersoften  precarity  prediction  predictions  prefiguration  prehistoric  preparedness  presence  present  presentation  presentations  presidents  press  presumption  price  prices  pricing  primarysources  primenumbers  primer  principles  print  printing  prisonindustrialcomplex  prisons  privacy  probability  problemsolving  process  processing  product  production  productivity  products  productvity  professionaldevelopment  programming  progress  prohibition  projections  projectmanagement  projects  proof  propaganda  property  propertyrights  prosocial  prosperity  prosumers  protest  prototype  prototyping  proust  proximity  pseudoscience  psychogeography  psychology  ptsd  public  publicdomain  publictransit  publishing  purpose  python  quantifiedself  quantummechanics  questioning  quito  race  racing  racism  radar  radiatedlibrary  radio  radioactivity  rail  railroads  random  randomnumbers  rap  raster  readability  reading  readwriteweb  realestate  realism  reality  realitymining  realtime  reason  reasoning  rebeccamarywilson  recession  recipes  reconstruction  recorder  recording  records  redcarson  reference  references  reform  relationships  relativity  relevance  religion  remkoolhaas  rent  rents  renzopiano  representation  republicans  research  residential  resistance  resizing  resources  responsibility  reubenmargolin  reviews  revolution  rewards  rfid  rgbdtoolkit  rhetoric  rhizome  rhythms  rice  richardbrautigan  richardstallman  richardweller  rightandwrong  risk  river  roads  roadtrips  roberthodgin  robertlang  robertochshorn  robotics  robots  rogertorypeterson  rome  rossellabiscotti  rote  rotelearning  rotterdam  royalshakespearecompany  rss  rubenpater  rules  runlolarun  russian  ruthrix  rítmia  safety  saigon  sales  samesexmarriage  samples  sandiego  sanfrancisco  sangabrielvalley  santiagoortiz  sarahkanouse  sarahlacy  sarahwilliams  sarascarf  sarawatson  satellite  satire  savingsandloan  scale  scandinavia  scanning  scarcity  schizophrenia  scholarship  school  schooldesign  schools  schulzeandwebb  science  sciencefiction  scientismofmind  scifi  scratch  screen  screencapture  screens  screenshot  sculpture  sculptures  sealevel  seamlesstransitions  search  seasons  secondlife  security  seed  segregation  selectivity  self  self-discovery  self-organizingmaps  selfies  selinjessa  semanticanalysis  semantics  semanticweb  semiotics  seneca  sense  sensemaking  senses  sensing  sensors  sensory  sensoryethnography  sentences  seoul  sequencer  serendipity  services  sesamestreet  set  shadows  shahwang  shakespeare  shanghai  shannonmattern  shape  shapes  share  sharedexperience  sharedspace  sharing  shelving  shipping  ships  shopping  siddhartha  sight  signage  signalprocessing  signs  silentgeneration  simcity  simonlast  simplegeo  simplicity  simulation  simulations  simulator  singularity  size  skepticism  sketchbooks  sketching  skills  sky  sl  sleep  slides  slideshow  smallpieceslooselyjoined  smalltalk  smarthomes  smell  sms  smudgestudio  snark  soccer  social  socialbookmarking  socialchange  socialcollider  socialcurrency  socialdata  socialgraph  socialgraphy  socialism  sociality  socialmedia  socialnetworking  socialnetworks  socialobjects  socialsecurity  socialsoftware  socialstructures  socialstudies  socialtrust  socialweb  society  sociology  softrobotics  software  solar  som  songs  sonification  sorting  sound  soundwaves  sourcemap  southafrica  space  spaces  spacetime  spacetimeworms  spacialinformation  spain  spam  spanish  sparklines  spatial  spatialinformationdesignlab  spatiotemporality  specialists  specialization  speculativecomputation  speculativedesign  speculativefiction  speech  speed  speedoflight  spelling  spencerschaffner  spending  spimes  spirographs  sports  spotify  sprawl  spreadsheets  spyware  squeak  srg  stability  stamen  stamendesign  starlogo  stars  startup  starwars  states  statistics  stefaniepsavec  stencils  stephendownes  stevemambert  stevenjohnson  stevevarga  stewartbrand  storage  stories  storify  storytelling  strange  streets  streetview  structure  structures  students  studyguides  style  submarinecables  submergence  subprime  suburbs  subways  success  suicide  superflux  supervillains  supplychain  supremecourt  surfing  surveillance  susangreenfield  susanleigh  susia  sustainability  suzanneewing  swimming  sxsw  symbols  synthesizer  systemacity  systems  systemsthinking  sãopaulo  tables  tabnmy  tactile  tagcloud