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  • Map of Covid-19 surge

    June 26, 2020

    Topic

    Maps  /  Axios, coronavirus, surge

    Axios provides a straightforward state map showing the percentage change in the 7-day average for confirmed Covid-19 cases. Numbers are up in a lot of places.

    Increased testing does not explain away these numbers. Other data points make clear that we’re seeing a worsening outbreak, not simply getting better data.

    So frustrating.

  • LEGO relief map

    June 26, 2020

    Topic

    Maps  /  Cameron Bennett, LEGO

    Cameron Bennett made a relief map of Idaho, completely out of LEGO bricks:

    In March, the COVID-induced quarantine sent me home, but more importantly, to my childhood Legos. What resulted was too much time, money, and effort spent entertaining some combination of my childhood and young adult self. By building a map. Out of Legos.

    What have I even been doing with my time.

  • Members Only

    Visualization Tools, Datasets, and Resources – June 2020 Roundup

    June 25, 2020

    Topic

    The Process  /  roundup

    Here’s the good stuff for June.

  • How the coronavirus won in the United States

    June 25, 2020

    Topic

    Maps  /  coronavirus, New York Times

    Using a wide array of sources, The New York Times shows how the virus spread at a granular level. The foundation is a map with moving dots, and the piece takes you through movements based on cell phone data and air travel in concert with known coronavirus cases.

    Your jaw might drop a few times as you go through it.

    Back in March, NYT published a similar work for how the spread started in China. We were talking about washing hands and restaurants closing. Thinking back to then and seeing where we are now stings.

  • Algorithm leads to arrest of the wrong person

    June 25, 2020

    Topic

    Mistaken Data  /  arrests, bias, facial recognition, police

    Even though there was supposedly a person in the decision-making process and a surveillance photo wasn’t actually Robert Julian-Borchak Williams, he still ended up handcuffed in front of his own home. Kashmir Hill reporting for The New York Times:

    This is what technology providers and law enforcement always emphasize when defending facial recognition: It is only supposed to be a clue in the case, not a smoking gun. Before arresting Mr. Williams, investigators might have sought other evidence that he committed the theft, such as eyewitness testimony, location data from his phone or proof that he owned the clothing that the suspect was wearing.

    In this case, however, according to the Detroit police report, investigators simply included Mr. Williams’s picture in a “6-pack photo lineup” they created and showed to Ms. Johnston, Shinola’s loss-prevention contractor, and she identified him. (Ms. Johnston declined to comment.)

  • Face depixelizer with machine learning, and some assumptions

    June 25, 2020

    Topic

    Mistaken Data  /  bias, face, pixels

    In crime shows, they often have this amazing tool that turns a low-resolution, pixelated image of a person’s face to a high-resolution, highly accurate picture of the perp. Face Depixelizer is a step towards that with machine learning — except it seems to assume that everyone looks the same.

    There might still be some limitations.

  • Bad bar chart

    June 24, 2020

    Topic

    Mistaken Data  /  annotation

    Welcome to whose bar chart is it anyway: where the geometries are made up and the numbers don’t matter. [via @dannypage]

  • Who is responsible for climate change?

    June 24, 2020

    Topic

    Infographics  /  climate change, Kurzgesagt

    Kurzgesagt, in collaboration with Our World in Data, tackle the question of who is responsible for climate change and who should fix it. As you might imagine, the answer is not always straightforward.

  • Statistical Atlas  /  age, generations

    Age Generation Populations

    Based on estimates from the United States Census Bureau released for July 2019, Millennials are the largest living generation in the country now.

    Read More
  • Extract data from a plot in a flat image file

    June 22, 2020

    Topic

    Software  /  datasets, image

    Maybe you’ve seen a chart and wished you could look at the data yourself. Maybe you want to see it from a different angle. But the underlying dataset is nowhere to be found. The WebPlotDigitizer by Ankit Rohatgi lets you load an image and it will attempt to pull out the dataset. Amazing.

    I can’t believe this has been around since 2010, and I’m just now hearing about it. [via @jburnmurdoch]

  • Gaps between black and white America

    June 19, 2020

    Topic

    Statistical Visualization  /  demographics, New York Times, race

    New York Times Opinion compared several demographics, such as unemployment and income, between majority-black and majority-white neighborhoods in the United States.

    They come back to the zipper chart technique where the dots start together and then separate to emphasize the gaps. Horizontally, dots are sorted by smallest to largest difference.

  • “Take On Me” by a-ha recreated in Excel

    June 19, 2020

    Topic

    Software  /  a-ha, Excel, songs

    Dylan Tallchief recreated “Take On Me” by a-ha in Excel.

    It’s not the tools. It’s how you use them. Something something blah blah. It’s in Excel!

  • Members Only

    Old Charts and New Ideas (The Process 094)

    June 18, 2020

    Topic

    The Process  /  inspiration, vintage

    If you’re looking for visual inspiration, one or two centuries back is a good place to start.

  • Statistical Atlas  /  race

    Race and Origin in the United States, by State

    Here is the breakdown for each state in the United States, based on estimates from the American Community Survey.

    Read More
  • Karen equivalents, based on name data

    June 17, 2020

    Topic

    Statistical Visualization  /  Karen, names, Pudding, stereotype

    The name Karen. It’s not a common baby name these days. It peaked in the 1960s. The Pudding looked for other names in US history that followed similar trends:

    To put this question to the test, we checked baby names from the last 100 years and eliminated those that: 1) never made it into the Top 20 most popular names in any year and 2) were not present in the top list for at least 50 out of 100 years. That left us with 129 female names and 76 male names (yes, we’re going there too!). We tested each of these names, looking for the ones that most closely matched Karen’s rise and fall in popularity.

    You can also search for your own name to see if it’s a “future Karen.”

  • Making a map table using IKEA furniture

    June 17, 2020

    Topic

    Maps  /  IKEA, table

    All you need is an old table, gift wrapping paper, and some varnish. I’m gonna have to do this. [via @datavisFriendly]

  • Statistical Atlas  /  unemployment

    In April 2020, the Bureau of Labor Statistics estimated a national unemployment rate of 14.7%. It wasn’t just the rate itself but how fast it spiked.

    Read More
  • Data visualization wallpaper

    June 15, 2020

    Topic

    Data Art  /  Alli Torban, wallpaper

    As a 100-day project, Alli Torban has been imagining what a data visualization designer’s wallpaper might look like through the years. She started in 1920, and with one design per year, she’s up to 1989.

    The focus on aesthetics shows slow shifts in colors and patterns through time. Although I feel like the early 1980s, when The Visual Display of Quantitative Information was first published, should look super minimalist with a lot of space.

    Good stuff.

  • Meandering procedural river maps

    June 12, 2020

    Topic

    Data Art  /  procedural, river, Robert Hodgin

    Robert Hodgin built a procedural system he calls Meander to generate the beauty above, among several others:

    My all-time favorite map-based data visualization was created in 1944. Harold Fisk, working with the US Army Corp. of Engineers, mapped the length of the Mississippi River. What sets his visualization apart from others is that he maps the river through time, and manages to do so in a way that is both beautiful and surprisingly effective. I want to pay homage to his series of maps by creating my own system for procedurally generating maps of meandering rivers.

    Great.

    Not only is the winding path imaginary, but so is the terrain, the place names, and the built-up lakes.

    See also: the 1944 Fisk map that inspired Hodgin’s work, which is an interesting contrast against modern satellite imagery animations.

  • Members Only

    Adjust Your Baseline for Better Comparisons (The Process 093)

    June 11, 2020

    Topic

    The Process  /  baseline

    The right baseline provides a way to compare everything else in a useful way. The wrong baseline makes the rest of the data useless.

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