A transforming river seen from above

The Padma River in Bangladesh is constantly shifting its 75-mile path. Joshua Stevens for the NASA Earth Observatory shows what the shifting looked like through satellite imagery, over a 30-year sp… | Continue reading


@flowingdata.com | 6 years ago

Robot arm seeks out Waldo, using machine learning

The camera on the slightly creepy arm takes a picture of the pages in the book, the software uses OpenCV to extract faces, and the faces are passed to Google Auto ML Vision comparing the faces to a… | Continue reading


@flowingdata.com | 6 years ago

Analysis of fake YouTube views

Wherever more attention or the appearance of it equates to more money, there are those who try to game the system. Michael H. Keller for The New York Times examines the business of fake YouTube vie… | Continue reading


@flowingdata.com | 6 years ago

Aerial view of sheepdogs herding sheep

Sometimes the visualization takes care of itself. Photographer Tim Whittaker filmed sheepdogs herding thousands of sheep, and the flows one place to another are like organized randomness. | Continue reading


@flowingdata.com | 6 years ago

Charting the similarity of summer songs

Popular summer songs have had a bubbly, generic feel to them the past several years, but it wasn’t always like that. Styles used to be more diverse, and things might be headed back in that di… | Continue reading


@flowingdata.com | 6 years ago

✚ Detailed Intentions of a Map, When Everything Leads to Nothing, Designing for Misinterpretations

The New York Times published an election map. A lot of people did not like the map, arguing that it was an inaccurate representation. Those who did like the map argued that one must consider intent… | Continue reading


@flowingdata.com | 6 years ago

Visualizations using Play-Doh

We usually visualize data on computers, because it’s where the data exists and it’s a more efficient process. But as long as you can make shapes and use colors, you can use just about a… | Continue reading


@flowingdata.com | 6 years ago

Collection of data visualization pitfalls

There are many mistakes you can make when you first get into visualization. Yan Holtz and Conor Healy catalog the common pitfalls as part of their project From Data to Viz. While there are a lot, k… | Continue reading


@flowingdata.com | 6 years ago

xkcd: Disaster Movie

From xkcd, a blockbuster idea right here. | Continue reading


@flowingdata.com | 6 years ago

Scale model shows how levees increase flooding

Levees are intended to prevent flooding in the areas they are built, but they change the direction and speed of flowing water, which can cause unintended flooding in areas upstream. ProPublica and … | Continue reading


@flowingdata.com | 6 years ago

“Optimized” floor plan with genetic algorithms

Genetic algorithms are inspired by natural selection, where the system is given a set of inputs and the “best” iteration is chosen until there’s some kind of convergence to a solu… | Continue reading


@flowingdata.com | 6 years ago

Bucket o’ companies compared to Apple $1 trillion value

Apple’s value passed $1 trillion on Thursday, and as tradition requires, we must consider the scale of such a large number. We must compare the value of Apple against the sum value of a surpr… | Continue reading


@flowingdata.com | 6 years ago

Why the city is hotter than the suburb

NPR used video from a thermographic camera to explain why cities tend to be hotter than their surrounding areas. Straightforward and a good complement to the video. | Continue reading


@flowingdata.com | 6 years ago

✚ Wrong Tool, Right Tool, More Tools for Visualization

Welcome to the new members-only newsletter: The Process. In this first update, a certain data graphics expert seems to really dislike R, which prompts a look into the visualization tools we use and… | Continue reading


@flowingdata.com | 6 years ago

Trust The Process

I’m happy to introduce an in-depth, process-focused newsletter for FlowingData members. It’s called The Process. If you’re already a member, you should receive the first issue soo… | Continue reading


@flowingdata.com | 6 years ago

Three flavors of data scientist

As the field grows and needs develop throughout companies, specialization in data science is a natural next step. Elena Grewal, head of data science at Airbnb, describes their three main tracks and… | Continue reading


@flowingdata.com | 6 years ago

Download 3 million Russian troll tweets

Oliver Roeder for FiveThirtyEight: FiveThirtyEight has obtained nearly 3 million tweets from accounts associated with the Internet Research Agency. To our knowledge, it’s the fullest empirical reco… | Continue reading


@flowingdata.com | 6 years ago

How America uses its land

Dave Merrill and Lauren Leatherby for Bloomberg visualized land use for the conterminous United States using a pixel-like grid map: The 48 contiguous states alone are a 1.9 billion-acre jigsaw puzz… | Continue reading


@flowingdata.com | 6 years ago

Finding the Beatle who wrote each song using statistical models

There’s been some disagreement about who wrote “In My Life” by The Beatles, so researchers did what any normal person does and tried to model the songs of Paul McCartney and John … | Continue reading


@flowingdata.com | 6 years ago

Relationships between philosophers over time

Maximilian Noichl visualized the relationships between philosophers from 600 B.C. to 160 B.C.: The Sociology of Philosophies is a fascinating book by Randall Collins, in which he attempts to lay ou… | Continue reading


@flowingdata.com | 6 years ago

Searching for education deserts

The Chronicle of Higher Education looked for education deserts — places where people aren’t within driving range of a college or university — with a combination of Census data, sc… | Continue reading


@flowingdata.com | 6 years ago

Mapping the ocean undisturbed by humans

Researchers recently published estimates for the amount of area undisturbed by humans — marine wilderness — left on the planet. Kennedy Elliot for National Geographic mapped the results… | Continue reading


@flowingdata.com | 6 years ago

Calculating wind drag in the cycling peloton

When cyclists ride in that big pack during a race — the peloton — the ones that aren’t leading get to ride with a reduced wind resistance. Researchers found out the magnitude of t… | Continue reading


@flowingdata.com | 6 years ago

Extremely detailed election map

The Upshot returns to 2016 election results mapped at the precinct level. Because you know, we all want to experience the data as many times as we can before 2020. There’s an interesting twis… | Continue reading


@flowingdata.com | 6 years ago

[Members Only] How to Visualize Ranges of Data in R

When you want to focus on the magnitude of differences between low and high values, use visual cues that highlight distance. | Continue reading


@flowingdata.com | 6 years ago

Same stars, different constellations

Cultures have formed different stories and pieced together different constellations from the stars, even though everyone are looking at the same thing in the sky. Nadieh Bremer visualized constella… | Continue reading


@flowingdata.com | 6 years ago

Most Common Jobs, By State

Instead of looking at only the most common job in each state, I found the top five for a slightly wider view. | Continue reading


@flowingdata.com | 6 years ago

When wife earns more than husband, they report a lesser gap

Marta Murray-Close and Misty L. Heggeness for the Census Bureau compared income responses from the Current Population Survey against income tax reports. The former can be fudged, whereas the latter… | Continue reading


@flowingdata.com | 6 years ago

Marvel size chart

The logistics of being a 60-foot man must be a pain. | Continue reading


@flowingdata.com | 6 years ago

Marvel Cinematic Universe as a 3-D network

The Straits Times visualized the Marvel Cinematic Universe with a 3-D browsable network. Link colors represent type of relationship, and proximity naturally represents commonalities between charact… | Continue reading


@flowingdata.com | 6 years ago

Warranty Expiration

With almost absolute certainty, every product dies a quick death once its warranty runs out. I mean it makes sense, but I never really thought about it until I had to replace all of the chirping sm… | Continue reading


@flowingdata.com | 6 years ago

Analysis: Do the shoes matter in marathon running?

Kevin Quealy and Josh Katz for The Upshot analyzed shoe and running data to see if Nike’s Vaporfly running shoes really helped marathoners achieve faster times. Accounting for a number of con… | Continue reading


@flowingdata.com | 6 years ago

Data-centric view of birth control

Birth control is one of those topics often saved for private conversations, so people’s views are often anecdotal. Someone knows what their friend, family member, etc used, but not much else.… | Continue reading


@flowingdata.com | 6 years ago

Interactive to see street orientation everywhere

After seeing polar charts of street orientation in major cities, Vladimir Agafonkin, an engineer at Mapbox, implemented an interactive version that lets you see directions for everywhere: Extractin… | Continue reading


@flowingdata.com | 6 years ago

Millions of internet-connected TVs track viewing habits

Sapna Maheshwari for The New York Times on Samba TV software running on smart televisions: Once enabled, Samba TV can track nearly everything that appears on the TV on a second-by-second basis, ess… | Continue reading


@flowingdata.com | 6 years ago

Neural networks to communicate with Alexa devices using sign language

Many have found Amazon’s Alexa devices to be helpful in their homes, but if you can’t physically speak, it’s a challenge to communicate with these things. So, Abhishek Singh used … | Continue reading


@flowingdata.com | 6 years ago

Twitter bot purge

With Twitter cracking down, some users are experiencing bigger dips in follower count than others. Jeremy Ashkenas charted some of the drops. | Continue reading


@flowingdata.com | 6 years ago

Rush Hour puzzle solver and generator

The Rush Hour puzzle game was invented by Nob Yoshigahara in the 1970s and made its way to the United States in the 1990s. There are vehicles of varying length in a parking lot, and you have to fig… | Continue reading


@flowingdata.com | 6 years ago

Changing Twitter, with Statistics

Earlier this year, The New York Times investigated fake followers on Twitter showing very clearly that it was a problem. It’s hard to believe that Twitter didn’t already know about the … | Continue reading


@flowingdata.com | 6 years ago

Street network orientation in major cities

Using OpenStreetMap data, Geoff Boeing charted the orientation distributions of major cities: Each of the cities above is represented by a polar histogram (aka rose diagram) depicting how its stree… | Continue reading


@flowingdata.com | 6 years ago

Products with tariffs in the trade war

The trade war started in January of this year when the administration imposed tariffs on 18 solar panel and washing machine products. Then the United States imposed more, and countries returned the… | Continue reading


@flowingdata.com | 6 years ago

Doing good data science

Mike Loukides, Hilary Mason, and DJ Patil published a first post in a series on data ethics on O’Reilly. We particularly need to think about the unintended consequences of our use of data. It… | Continue reading


@flowingdata.com | 6 years ago

Composite image of a spider building its web

Christian Fröschlin combined 2,800 frames of a spider building its web for this composite image. Brrrbrbr. | Continue reading


@flowingdata.com | 6 years ago

Graphics explaining Thai boys rescue

The eighth Thai boy was rescued from the flooded cave recently. Great news. The South China Morning Post has a series of graphics to explain the rescue path and strategy. | Continue reading


@flowingdata.com | 6 years ago

How to Visualize Recurring Patterns

Things have a way of repeating themselves, and it can be useful to highlight these patterns in data. | Continue reading


@flowingdata.com | 6 years ago

How people interpret probability through words

In the early 1990s, the CIA published internal survey results for how people within the organization interpreted probabilistic words such as “probable” and “little chance”. … | Continue reading


@flowingdata.com | 6 years ago

Expected versus actual goals in the World Cup

Benjamin Pavard from France made a low-probability goal the other day. Seth Blanchard and Reuben Fischer-Baum for The Washington Post explain the rarity and use it as a segue into expected versus a… | Continue reading


@flowingdata.com | 6 years ago

How people interpret probability through words

In the early 1990s, the CIA published internal survey results for how people within the organization interpreted probabilistic words such as “probable” and “little chance”. … | Continue reading


@flowingdata.com | 6 years ago