“Word Embedding Models let us take a stab formalizing an interesting counterfactual question: what would the networks of meaning in language look like if patterns that map onto gender did not exist?” [more inside]
What's the Difference Between Data Science and Statistics? — Not long ago, the term "data science" meant nothing to most people-even to those who worked with data. A likely response to the term was: "Isn't that just statistics?" These days, data science is hot. The Harvard Business Review called data scientist the "Sexiest Job of the 21st Century." So what changed? Why did data science become a distinct term? And what distinguishes data science from statistics?
Discograph generates an interactive visualization of relationships between nearly 5 million artists, bands and labels, based on data from the Discogs.com database.
Examples: The Beatles | The Fall | Neil Young
Examples: The Beatles | The Fall | Neil Young
PatentsView is a new patent data visualization platform from the US Patent and Trademark Office. The PatentsView beta search tool allows members of the public to interact with nearly 40 years of data on patenting activity in the United States. Users can explore technological, regional, and individual-level patent trends via search filters with multiple viewing options. The database links inventors, their organizations, locations, and overall patenting activity using enhanced 1976-2014 data from public USPTO bulk data files.
Map of Jazz A visualization of collaboration in jazz through mapping players by session, for roughly 14,000 sessions. Full methodology described here (PDF)
"Every County in America Ranked by Natural Beauty" -- Christopher Ingram of the Washington Post presents an interactive map comparing the "natural amenities" of every county in the continental US, from a USDA study of "six measures of climate, topography, and water area that reflect environmental qualities most people prefer." [more inside]
The NOAA weatherView shows global winds at 500 millibar pressure level (~20,000 ft) as well as temps, precip, moisture, pressure, and day/night. [more inside]
Why Time Flies: A visualization by Maximilian Kiener of philosopher Paul Janet's theory of why time seems to pass more quickly as one gets older. As Wonkblog explains it, The apparent length of a period of time is proportional to our life span itself.
Constellations throughout the ages ☆ Sun replaced with other stars ☆ Moon replaced with other bodies
African sci-fi features all manner of weird and outlandish things, from crime-fighting robots to technological dystopias. But could they be closer to predicting the future than they realise?
Interactive animation of the Atlantic slave trade. Pause and click on individuals ships for detailed data (not available for all ships).
Why do busses always seem to bunch together? It's because they actually do. Finally, there's a web game to help you understand why. More intellectually stimulating than Desert Bus, but not much more gameplay. CityLab has more.
100,000 Stars is an interactive visualization of the stellar neighborhood created for the Google Chrome web browser. It shows the real location of over 100,000 nearby stars. Zooming in reveals 87 major named stars and our solar system. The galaxy view is an artist's rendition." --Chrome Experiments via Quartz
- Quote from Arthur C. Clarke's 1968 novel of the film 2001: A Space Odyssey, and from the film 2010: Odyssey Two
- 1977 Celebration of Queen Elizabeth II's Silver Jubilee
- 1982 gala for 100th anniversary of the Actors' Fund of America
Most of us are surrounded by a myriad of radio signals. Some inspired people have taken the opportunity to enable us to see them. Often seemingly random but with a semblance of pattern, the Rayleigh fading model describes much of what you see. via Hacker News
The good people at Information Is Beautiful took the data from the "75+ classic cocktail recipes from the International Bartender’s Association’s list of drinks every bartender should know" and turned into into a beautiful reference chart. As an added bonus, they converted the ingredients to proportions for easy scaling. Cheers!
Three visualizations of CO2 emissions: Here’s a cool way to visualize carbon emissions. New York's carbon emissions - in real time. NASA found a way to visualize the most important process behind global warming.
We know space is big, but trying to understand how big is tricky. Say you stare up at the sky and identify stars and constellations in a virtual planetarium, you can't quite fathom how far away all those stars are (previously, twice). Even if you could change your point of view and zoom around in space to really see 100,000 nearby stars (autoplaying ambient music, and there are actually 119,617 stars mapped in 3D space), it's still difficult to get a sense of scale. There's this static image of various items mapped on a log scale from XKCD (previously), and an interactive horizontal journey down from the sun to the heliosphere with OMG Space (previously). You can get a bit more dynamic with this interactive Scale of the Universe webpage (also available in with some variants, if you want the sequel [ previously, twice], the swirly, gravity-optional version that takes some time to load, and the wrong version [previously]), but that's just for the scale of objects, not of space itself. If you want to get spaced out, imagine if If the Moon Were Only 1 Pixel, and travel from there (previously). This past March, BBC Future put out a really big infographic, which also takes a moment to load, but then you can see all sorts of things, from the surface of Earth out to the edge of our solar system.
The Kantar Information is Beautiful Awards 2014 celebrate excellence and beauty in data visualizations, infographics and information art.
Pianogram - histogram + piano notes = pianogram; select from existing pieces or import your MIDI file. A part of Joey's Visual Playground.
Vax: Gamifying Epidemic Prevention "Players are tasked to prepare for an outbreak by vaccinating a network that resembles human social networks. After distributing vaccines, an infectious outbreak begins to spread and the player is tasked to quell the epidemic by quarantining individuals at risk of becoming infected." [more inside]
NYC Taxis: A Day in the Life - A Data Visualization displays the data for one random NYC yellow taxi on a single day in 2013. See where it operated, how much money it made, and how busy it was over 24 hours. [more inside]
Gender_Map by Data Morphosis and TWO-N demonstrates that women make up just 10.7% of all US company board members. They are best represented at Avon, where more than half the board is female. Eighteen S&P 500 companies have male directors exclusively. (Via Forbes, where the article is adorned with a pink [!] bar graph.)
Digital Classicists: Scholars who study the ancient Greek and Roman empires are creating a growing array of 21st-century interactive, multidimensional presentations about people, places and events from the world of antiquity. If you dig around you'll uncover some deep and meticulous work by geographers, historians, archaeologists, and art historians working in digital space. [more inside]
PianoPhase.com is a Web-based recreation/visualization of the first section of American "minimalist" composer Steve Reich's landmark piece, Piano Phase (1967). Created by interactive artist Alexander Chen. [more inside]
As fears about global warming become ever more culturally ingrained, “climate fiction” has gone from a once-fringe genre to a standard literary device. Cli-Fi, as it’s abbreviated, is set in a near or long-term future where the fallout from global warming, be it flooding or mass extinctions, is not only apparent, but an aspect of everyday life. Spanning genres from literary fiction to thrillers, Cli-Fi acts as a barometer of our own ecological anxieties. This project offers a compelling portrait of climate change fears beyond what scientists and pundits can provide. viaPDF of the full visualization of the novels
George & Jonathan are an electronic music duo. They make nice songs with many bleeps and bloops. Here is the website where you can listen to and watch their new album, III. [WebGL required, i.e., use Chrome. It's worth it, honest.]
How Americans Die - a visual tour through surprising trends in mortality among Americans in the last several decades
The depth of the problem - this WaPo infographic hints at the immense challenges that Australian and Chinese search teams will face in recovering the Malaysia Airlines Flight 370 black box from its suspected location at the bottom of the Indian Ocean
The New York Public Library has released more than 20,000 high resolution cartographic works (maps!) for free, to view and download. "We believe these maps have no known US copyright restrictions." All can be viewed through the New York Public Library’s Digital Collections page and downloaded through their Map Warper. (Via) [more inside]
Patatap might be the most fun you can have mashing a keyboard.
Graph TV uses IMDb data to visualize jumping the shark, among other things. Arrested Development. Breaking Bad. 30 Rock. Gilmore Girls. The Shield. [Via.] [more inside]
Each week, the Internet Archive's tumblr account is completely transformed by a digital resident along a theme of their choosing. [more inside]
Vizify, the service which turns social data into pretty pictures, have been acquired by Yahoo. According to their announcement, "we just couldn’t say no to the opportunity to bring our vision to the hundreds of millions of people who use Yahoo every day." Vizify, operating out of Portland, was 2 years and 9 months old. [more inside]
Late in 2013, Guillermo del Toro released a voluminous book, entitled Cabinet of Curiosities: My Notebooks, Collections, and Other Obsessions. As he explains in the video, the 256-page hardcover is a selection from his notebooks, where the director developed many of the monstrosities we’ve seen on screen. The Guardian notes that there’s something of da Vinci’s notebooks in del Toro’s records: the small, neat script, mixed in with the wonderfully detailed sketches, combine to give the impression of del Toro doing his best to record the torrent of his imagination before the thoughts disappear. In this post, we include a number of these images.Previously [more inside]
In a new exhibition titled Beautiful Science: Picturing Data, Inspiring Insight, the British Library pays homage to the important role data visualization plays in the scientific process. The exhibition can be visited from 20 February until 26 May 2014, and contains works ranging from John Snow's plotting of the 1854 London cholera infections on a map to colourful depictions of the Tree of Life. In a Nature Video, curator Johanna Kieniewicz explores some of the beautiful examples of visualizations that are exhibited.[more inside]
At the core of good science and engineering is the careful and respectful treatment of data. We calibrate our instruments, scrutinize the algorithms we use to process the data, and study the behavior of the models we use to interpret the data or simulate the phenomena we may be observing. Surprisingly, this careful treatment of data often breaks down when we visualize our data.
WTF Visualizations is a collection of charts and graphs that make no sense. Why settle for boring old bar charts and pie charts when you can use Percentacles, Timecentages, Interferograms, the Donut Ring Explosion or whatever this is?
ARMSGLOBE: an interactive visualization of the international trade in small arms (generally defined as lethal weapons for use by individuals) from 1992 to 2011. Click on an individual country or type its name into the search box to examine it separately. Uncheck the boxes in the lower right corner to narrow down by category. Drag the slider at the bottom or click the graph button to view change over time. May take a while to load on slower connections. [more inside]
Listen to Wikipedia edits in real-time. Bells are additions, strings are subtractions. Pitch is the size of the edit. One can listen to the edits in various languages too: Japanese | Swedish | German | a mix of various languages. Wikidata as well. It was based on Listen to Bitcoin. [more inside]
Paperscape is a searchable 2-dimensional visualization of the 800,000+ scientific papers (mostly in physics and math) on the arXiv preprint server.
This is a visualization of Beach Boys vocals inspired by the physics of church bells. Using a mathematical relationship between a the circumference of a circular surface and pitch, I wrote code that draws a circle for each note of the song. (Single Link Vimeo)
The Histomap: Four Thousand Years of World History
tholman.com is the playground and folio of interactive developer Tim Holman, where he has posted 15 different projects, both interactive (fizzy cam [info/demo]; ZenPen; Texter; and Image Nodes) and passive (Meet the Ipsums, more than 30 text generators, from corporate to batman; the useless web; dripping paint). [more inside]
Estimated US Energy Use in 2012: 95.1 Quads - "Energy flow charts show the relative size of primary energy resources and end uses in the United States, with fuels compared on a common energy unit basis." (via) [more inside]