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Design showing a collection of parking tickets
University of Washington \- School of Art, Art History and Design

Park at Your Own Risk

If you live in an American city, chances are good that you’ve experienced the ruthlessness of parking enforcement. Didn’t see the sign? That’s $50. Parked in..

Data visualization in the shape of a vinyl about Taylor Swift
Kelsey Nanan

The Tortured Data Viz Department: An Analysis of Taylor Swift’s Lyrics

In April of 2024, Taylor Swift released her latest album, The Tortured Poets Department (TTPD), which she wrote over the past two years, during her..

Two-panel comparison of educational diagrams related to the carbon cycle. Panel A: Shows a tree with labels for processes like photosynthesis and cellular respiration, along with a simplified depiction of how carbon moves from the atmosphere to dead organic material in the soil. Interactive elements, such as drag-and-drop boxes, indicate an educational activity where learners identify and place correct labels. Panel B: Presents a more interactive approach with hexagonal icons representing different organisms, such as a rabbit and microorganisms, showing their roles in the carbon cycle. The diagram appears to engage users in a learning activity by allowing them to select and link different components of the cycle.
Mina Mani & Konrad Schönborn

Tracing Carbon: Visualization for Systems Thinking

Systems thinking is fundamental for understanding complex problems. Addressing twenty-first century challenges like climate change requires comprehending how different components of Earth systems influence each..

Melissa Alexander

From Data to Dialogue: How Creative Data Viz Fosters Human Connections 

In business, we often look to our data for answers: to guide important decisions, to optimize space, or to contextualize trends. While data is undeniably..

Jennifer Frazier

Beyond Storytelling With Data: Guidelines for Designing Exploratory Visualizations

Visualizations are essential for telling the stories of science. Through visualized data we can be transported to far off nebulas or trace our genetic connections..

Latest articles

The image shows a survey question labeled "9. What is Person 1's race?" The instructions direct the respondent to "Mark one or more boxes AND print origins." The form provides several checkboxes. The first option is "White," with space provided to write specific origins, such as German, Irish, English, Italian, Lebanese, Egyptian, etc. The next option is "Black or African Am.," with space to print origins like African American, Jamaican, Haitian, Nigerian, Ethiopian, Somali, etc. The third option is "American Indian or Alaska Native," with space to print the name of enrolled or principal tribe(s), for example, Navajo Nation, Blackfeet Tribe, Mayan, Aztec, Native Village of Barrow (Iñupiat Traditional Government), Nome Eskimo Community, etc. Following this are checkboxes for "Chinese," "Filipino," "Asian Indian," "Vietnamese," "Korean," "Japanese," "Native Hawaiian," "Samoan," and "Chamorro." There are also categories for "Other Asian" and "Other Pacific Islander," with space to print origins like Pakistani, Cambodian, Hmong, Tongan, Fijian, Marshallese, etc. Finally, there is a checkbox for "Some other race," with space provided to print the race or origin.U
Jonathan Schwabish
October 29, 2024

Understanding the Evolution of Race and Ethnicity Data in Federal Surveys: How You Can Engage in Shaping Future Census Categories

For many researchers and analysts, using large federal, state, and local surveys involves tabulating or organizing categories of race, ethnicity, gender, religion, sexual orientation, or..
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Mallika Komarapuram Sreedhar
October 24, 2024

Book Review – Data Culture by Dr. Shorful Islam

First things first, let us consider the following three cases:•  X is the Marketing Manager of a company. He wants to use his company’s data..
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Poe Bertholon
October 23, 2024

Visualizing Meth Addiction: Data Reveals The Truth About Methamphetamine Addiction in The US

Despite the lack of conversation, the abuse of methamphetamine remains an extremely serious problem in the United States. According to the CDC Wonder Database, in..
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People walking around a science center exhibitW
Andreas Göransson, Konrad Schönborn & Lena Tibell
October 22, 2024

What Makes School Visits to Digital Science Centers Successful? 

For over half a century, science centers have been key in communicating science, aiming to increase interest and curiosity in STEM, and promote lifelong learning...
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Meredith Kiljan
October 17, 2024

Review: Daphne Draws Data

Daphne Draws Data by Cole Nussbaumer Knaflic introduces young readers to the world of data visualization, math, and creativity through a fun, visual approach. The..
A box truck with chart on it.H
Christopher Laubenthal
October 16, 2024

How Can I Help People Find My Viz?

How a person receives a product is as important as the product itself, with truck drivers being a great way in understanding this point. In..
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datacitron
October 15, 2024

Good Morning Data #6 | The X,Y Files

The X,Y Files or “How do you communicate with extradatastrial clients?“The encounter took place in the last hours of the evening. Nothing could have prepared..
Design showing a collection of parking ticketsP
University of Washington \- School of Art, Art History and Design
October 14, 2024

Park at Your Own Risk

If you live in an American city, chances are good that you’ve experienced the ruthlessness of parking enforcement. Didn’t see the sign? That’s $50. Parked in..
F
Melissa Alexander
October 9, 2024

From Data to Dialogue: How Creative Data Viz Fosters Human Connections 

In business, we often look to our data for answers: to guide important decisions, to optimize space, or to contextualize trends. While data is undeniably..
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Alex Kolokolov
October 8, 2024

Interviewing AI Assistants for Data Visualization

In today’s world, you need to run very fast just to stay in place. Technology is developing at an incredible speed, but I don’t believe..
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Shafeeq Rahaman & Mahe Jabeen Abdul
October 1, 2024

The Power of Context: Making Data Stories Come Alive

Raw data can appear sterile without the human touch of thoughtful interpretation. Though information-packed charts and graphs showcase vital statistics, the “why should I care”..
Data visualization in the shape of a vinyl about Taylor SwiftT
Kelsey Nanan
September 27, 2024

The Tortured Data Viz Department: An Analysis of Taylor Swift’s Lyrics

In April of 2024, Taylor Swift released her latest album, The Tortured Poets Department (TTPD), which she wrote over the past two years, during her..
Two-panel comparison of educational diagrams related to the carbon cycle. Panel A: Shows a tree with labels for processes like photosynthesis and cellular respiration, along with a simplified depiction of how carbon moves from the atmosphere to dead organic material in the soil. Interactive elements, such as drag-and-drop boxes, indicate an educational activity where learners identify and place correct labels. Panel B: Presents a more interactive approach with hexagonal icons representing different organisms, such as a rabbit and microorganisms, showing their roles in the carbon cycle. The diagram appears to engage users in a learning activity by allowing them to select and link different components of the cycle.T
Mina Mani & Konrad Schönborn
September 26, 2024

Tracing Carbon: Visualization for Systems Thinking

Systems thinking is fundamental for understanding complex problems. Addressing twenty-first century challenges like climate change requires comprehending how different components of Earth systems influence each..
R
Hendra Setiawan & Moinak Bhaduri
September 25, 2024

Reaching for Suns and Black Holes in Outer Space: Analysing Global Investment Systems as Emerging Galaxies

In the past, international investments were the privilege of a select few with the resources to overcome the high barrier of entry. They were generally..
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Nightingale Editors
September 18, 2024

DVS Mentor Spotlight: Anastasia Stevens

The Data Visualization Society’s Mentorship Program has been instrumental in shaping the paths of aspiring individuals in our community. The mentors who make up this..

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Some of our favorite articles:

“A Noxious Problem” by Federica FragapaneW
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What Makes A Data Visualisation Elegant?

On a dedicated channel, #dvs-topics-in-data-viz, in the Data Visualization Society Slack, our members discuss questions and issues pertinent to the field of data visualization. Discussion..
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Asterisk Nation: One Tribe’s Challenge to Find Data About its Population

The Yurok Tribe in far northern California needs to address a condition plaguing numerous rural communities in the United States: addiction and substance misuse. Across..
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Six Ways to Bring Empathy into your Data

One of the big challenges in visualizing data, and quantitative research in general, is helping readers connect with the content. Connecting directly with people and..
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Visualizing Small Victories

Everyone loves a trophy! Okay, it’s not that simple. Still, we humans love to mark milestones and accomplishments. Trophies are tangible reminders of those fleeting moments of victory...
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Indelible Impressions: Why You Won’t Forget the Map Room Project

In my quest to improve data fluency among those who think of themselves as non-data people, I am always on the lookout for physical manifestations..
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What Board Games Teach Us About Data Visualization

Recently I visited the biggest trade fair for board games in the world. The Internationale Spieltage (Spiel) takes place annually in my current hometown of Essen in..
On left is a textile with a typewritten phrase from the Book of Common Prayer: "FROM PESTILENCE FAMINE BATTLE MURDER AND FROM SUDDEN DEATH GOOD LORD FROM LIGHTNING AND TEMPEST, FROM PLAGUE DELIVER US." The phrase is overtyped 549 times on the textile surface and eventually obscures itself. On the right is the same textile, after washing.T
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The Soul of Data: Data Physicalizations on Fabric

When my area went into lockdown in March of 2020, initial case counts were relatively low in my state, even as the coasts were plunged into..
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Did Data Visualization Erase the Woman from Women’s Work?

As the world changed over the past two years, more and more of my friends took to handcrafts like quilting and knitting as a counterbalance..

Spotlight on community:

A collage-style design with a classical painting of a woman holding a baby. The baby is holding a modern book titled "Python All-in-One for Dummies," blending historical and contemporary elements. The background is predominantly pink with grid lines and text overlay. On the left side, a green "#5" and the phrase "Good morning data" are prominently displayed. On the right, bold black text reads "The half full learning curve," with a smaller caption below: "A new column by Datacitron in Nightingale!" The overall aesthetic combines vintage art with modern digital culture, creating a playful and visually striking composition.G
datacitron
September 15, 2024

Good Morning Data #5 | The Half-Full Learning Curve

The Half-Full Learning Curve or “Could we be happy with what we already know?“I sighed at the sight of the calendar I was holding in my..
This image shows a virtual mentorship meeting between two individuals. The main focus is on a man wearing headphones and glasses, smiling warmly while holding a mug with both hands. In the bottom right corner, a smaller video frame shows a woman, his mentee, with her eyes closed and a slight smile on her face, engaged in the conversation. The atmosphere seems relaxed and friendly, suggesting a positive and comfortable mentoring relationship.S
Christopher Laubenthal & Saloni Goel
September 4, 2024

Schools of Thought: The DVS Mentorship Program

Friendship can feel effortless as a child. Yet as we step into adulthood, human connection becomes more difficult. Given the plethora of articles on this..
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Mark Mohammadpour, APR, Fellow PRSA (he/him)
August 27, 2024

Cultivating Empathy in Data Stories

Oxford Dictionary defines empathy as “the ability to understand and share the feelings of another.” The last few years have highlighted the importance of experiencing..
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Nightingale Editors
August 21, 2024

DVS Mentor Spotlight: Mikael Dewabrata

The Data Visualization Society’s Mentorship Program has been instrumental in shaping the paths of aspiring individuals in our community. The mentors who make up this..

Celebrating the dataviz of W.E.B. Du Bois:

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W. E. B. Du Bois’ staggering Data Visualizations are as powerful today as they were in 1900 (Part 1)

One of the most powerful examples of data visualization was made 118 years ago by an all-black team led by W.E.B. Du Bois only 37..
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Data Journalism in the study of W.E.B. Du Bois’s “The Negro Problem” (Part 2)

One of the most powerful examples of data visualization was made 118 years ago by an all-black team led by W.E.B. Du Bois only 37..
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Exploring the Craft and Design of W.E.B. Du Bois’ Data Visualizations (Part 3)

One of the most powerful examples of data visualization was made 118 years ago by an all-black team led by W.E.B. Du Bois only 37..
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Style and Rich Detail: On Viewing an Original W.E.B. Du Bois Data Visualization (Part 4)

An all-black team led by W.E.B. Du Bois made one of the most powerful examples of data visualization 118 years ago, only 37 years after..
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The Legacy of W.E.B. Du Bois’s “The Exhibit of American Negroes” (Part 5)

An all-black team led by W.E.B. Du Bois made one of the most powerful examples of data visualization 118 years ago, only 37 years after..
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Discovering an Unknown Chart from W.E.B. Du Bois’s “The Exhibition of American Negroes” (Part 6)

Activist and sociologist W. E. B. Du Bois created “The Exhibit of American Negroes” at the Exposition Universelle of 1900 in Paris in collaboration with Booker T. Washington, prominent black..
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Shri Khalpada
September 13, 2024

‘The Data Diaries’: Building Community Through Data in ‘The Communal Plot’

For the last few years, I’ve been interested in how interactive digital tools can foster a sense of community while being enjoyable. My latest project,..
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Victor Muñoz & Kevin Ford
September 12, 2024

Implementing the Solution Framework in a Social Impact Project

Those who know me will see that I love documenting every step of my data visualization process. I believe there’s so much to learn from..
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Jennifer Frazier
September 11, 2024

Beyond Storytelling With Data: Guidelines for Designing Exploratory Visualizations

Visualizations are essential for telling the stories of science. Through visualized data we can be transported to far off nebulas or trace our genetic connections..
A book cover titled "Taming the Machine: Ethically Harness the Power of AI" by Nell Watson. The cover features a dark blue background with the title text in large, light blue and white font. Below the title is an abstract, wavy line graphic, representing the flow of information or signals. The author's name is at the bottom in bold white text. The Kogan Page logo is in the lower right corner. The background outside the book cover is a light blue field with a pattern of black dots creating a wavy, grid-like effect, enhancing the sense of digital or AI-related content.R
Catherine Ramsdell
August 28, 2024

Review of Nell Watson’s Taming the Machine: Ethically Harness the Power of AI

With terms like artificial super intelligence, brain-computer interface, and cyborg models peppered throughout, Nell Watson’s book Taming the Machine: Ethically Harness the Power of AI..
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Darren Shearer
August 20, 2024

Above the Averages

When analysing workforce data, age is often a critical metric that provides insight into the overall health and future trajectory of an organisation. However, simply..
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Kelsey Dufresne & Mary Downs
August 16, 2024

‘The Data Diaries’: Encoding Memories in a Quilt

CategoriesData Art Topics in Dataviz TagsInteractiveinteractive datavizInteractives
A vibrant digital illustration with a surreal and playful design. The background is a bright turquoise. On the left side, there is a classical-style grayscale statue of a woman holding up a cocktail glass with an orange slice. The statue is wearing modern orange sunglasses. The number '#4' is prominently displayed in large red text in the top left corner, with the phrase 'Good morning data' below it in a stylized, red box. To the right, the title 'The vacation paradox' is written in bold, black text. Below the title, a smaller line of text reads 'A new column by Datacitron in Nightingale!' The composition combines classic art with modern, whimsical elements.G
datacitron
August 15, 2024

Good Morning Data #4 | The Vacation Paradox

The Vacation Paradox or “Why are we the most productive when we’re off?“ The domino set was missing its double 5 as well as the..
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RJ Andrews
August 14, 2024

Colossal Chronography: Frances Harriet Lightfoot’s 1831 Marvel

Republished from https://www.chartography.net/p/colossal-chronography One reason to envy information designers of yesterday is the big canvases they got to play with. Look at this 1831 timeline..
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Massimiliano Belli
August 13, 2024

Finding Balance: My Remote Work Story from Italy

Research from the OECD Better Life Index shows that a significant portion of people in OECD countries are not satisfied with their work-life balance and..
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Bahareh Zahirodini & Moinak Bhaduri
August 7, 2024

The Stuff We Cannot Sweep Under a Torn Carpet: Perfectly Imperfect Tessellations From Slices of Maslow’s Triangle

Few folks doubt the value of repetitions in any information-giving context. Shrewdly deployed, repetitions can be a powerful tool to ensure something stays memorable. Comedians..
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Christopher Laubenthal
August 6, 2024

AUGH! WHY IS THIS DIFFICULT? Picking a Dataset to Viz

“If you give a donkey two servings of food, equidistant apart and of equal quality, then the animal starves.” This was a saying I heard..
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Nightingale Editors
July 31, 2024

Three Questions with… Nancy Organ

on her new book, Data Visualization for People of All AgesNancy Organ is a Seattle-based data visualization practitioner and author of Data Visualization for People..
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Five Years of the Nightingale Community!

In July 2019, a new publication emerged in the world of data visualization. Nightingale set out to fill a void in the community, offering a..
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Step 9 in the Data Exploration Journey: Chart Choices

Both the purpose and the audience for our charts shifted during that transition, and it was important to think carefully about what we needed the charts to do.
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‘The Data Diaries’: Building a Viral Interactive Visualization of Wordle

I’ve been an avid Wordle player for a few years now. As a daily ritual, it gives me an easy way to get my brain..
Picture of the author and an extract of the data visualization with the Data Portraits of Digital Nomads at the Bansko Nomad Fest. The visualization showcases various aspects of the nomads' preferences and backgrounds.F
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Facing Shyness with Data Art

Hi, my name is Victor, and I want to share my experience using data art to overcome my social anxiety and make connections at the Bansko Nomad Fest.
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Good Morning Data #3 | The C(h)art Before the Horse

I guess we all need to start somewhere, usually from a familiar spot, and mine is obviously design. I find it not always easy to embrace but I try to see it as a valid starting point, as long as I don’t forget the rest
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‘The Data Diaries’: Data Sonification of the Total Solar Eclipse

The process behind doing data sonification of the total solar eclipse.
A large dashboard full of enemies from the video game Super Mario Brothers in a straight line across the bottom. The center involves two charts that display the levels of various enemies in each world of the game.H
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Hidden Design: The Notes We Don’t Play

The complexity tooltips provide design has always held my attention. Tooltips are about the audience responding to our work! They allow us the opportunity to make certain information accessible indirectly, only discoverable if certain actions are taken.
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Dataviz Horror Story: Annabelle Rincon

When I was leading the centre of enablement for a financial company in Switzerland, I organized numerous activities, such as community meetings, webinars, skill belt programs, and monthly workout initiatives where users had to redo a visualization for which they only had a picture and a dataset.
A network graph representing connections between various entities, which are depicted as triangles of different colors. The triangles are connected by numerous blue lines indicating relationships or interactions between the entities. The colors and sizes of the triangles seem to represent different groups and their significance, with a legend on the left side: Blue triangles represent entities with values greater than 8K. Yellow triangles represent entities with values between 7K and 8K. Red triangles represent entities with values between 6K and 7K. The graph is highly interconnected, suggesting a complex web of relationships among the entities, each labeled with a unique identifier.H
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High Altitude Cartography

These interactive maps reveal that the difficulty of a climb is not solely dependent on a mountain's height, offering valuable insights for climbers in planning their expeditions and understanding the nuanced challenges they may face.
A cutting board of pancakes in the shape of data visualization charts, sprinkled with powdered sugar.D
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Data Breakfast with the Analytics Family! Data Syrniki, and Pancake Charts

The idea was so well-received by the guests that several teams formed and they organized a competition for baking dashboards! Bar charts, pie charts, and line charts were created, along with real, not just playful, pancake charts and data syrniki!
Erik wearing a T-shirt with a data visualization printed on it.&
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‘The Data Diaries’: Visualizing Avicii’s Music Legacy

This project has a sad beginning. I was at a networking event in the Netherlands on April 20, 2018, when a colleague said: “Avicii has..
A series of crocheted football players, in various uniforms representing personalized statistics.F
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From Data to Yarn: Crocheting the Russian Football League’s 2022/23 Season

I crocheted 16 figures of footballers, one look at which will give an idea of how the Russian Premier League (RPL) club spent the 2022/23 season.
A series of eight colorful, stacked bar charts arranged in two rows, each chart representing different groups within a hierarchy labeled as "g.RMY," "g.RMO," "g.RWY," "g.RWO," "g.DMY," "g.DMO," "g.DWY," and "g.DWO." Each graph plots the distribution of support levels (x-axis, ranging from 0.0 to 1.0) for various items or policies labeled from Q12_A to Q12_P, depicted in multiple colors from blue at the top to green at the bottom. The y-axis represents the inverse logit of confidence interval, varying across charts from 50 to 250. These visualizations are intended to show the confidence in support levels for each item across different demographic or focus groups, with each bar representing the level of support for a specific policy or opinion.P
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Pyramids of Priorities and a Poisoned Omen: Differing Hierarchies of Desired Business Ethics

Explore how demographic differences shape business ethics perceptions and priorities, using statistical data to highlight variations.
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Good Morning Data #2 | The Client Always Rings Twice

Call me several times in a row and I will ghost you for a week but send me a zoom link and I will twist my ankle running to the digital meeting room. My point is, call me a post-pandemic millennial child freelancer if you want, but don’t call me.
A graphic showing an academic paper and a data visualization&
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‘The Data Diaries’: Transforming a Machine Learning Paper into an Interactive Visualization

Can you make an academic paper interactive? Let me walk you through my journey of creating an interactive visualization to illustrate the results of the..

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A bubble chart titled "Measuring Impact One Project at a Time," created by CannonDesign. The chart visualizes various projects and their labor hours across different departments, including Sales, Marketing, Human Resources, Finance, Information Technology, Customer Service, Operations, Product Development, Administration, Research & Development, and Legal & Compliance. Each bubble represents a project, with the size of the bubble indicating the amount of labor hours dedicated to that project. The projects are listed on the left side, and the departments are listed at the top. The chart uses different colors to represent each department, making it easier to distinguish between them.O
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On Business and Beauty in Data Visualization

In the business of consulting, our clients rely heavily on data visualization to make sense of complex information and drive decision-making. If you’ve ever interacted with the c-suite of a large institution, you know that capturing their attention and conveying insights effectively can be a daunting task.
100 or so people, most with backpacks, enter a large conference space simultaneously through industrial doors. The text above the doors reads, 'Keynote.'" Comment, "Tableau Conference is large and you feel it most in moments of conference-wide learning. This is a picture of everyone heading in for the keynote presentation.#
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#TC2024: Viz with 9,000+ People

This year I was able to book a ticket to in-person to this influential, data visualization event. What unfolded over the course of three days included deeply helpful insights, some awkward inaccessibility, and the event’s EMT staff.

Dataviz Horror Stories

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Dataviz Horror Stories: Shirley Wu

Have you ever made an embarrassing mistake in a data visualization? Did you utterly fail to meet your client’s or boss’s vision? Did you proudly..
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Histórias Aterradoras em Visualização de Dados: Jorge Camões

Read this article in English here. Alguma vez cometeu um erro constrangedor numa visualização de dados? Passou por completo ao lado da visão do cliente..
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Dataviz Horror Stories: Jon Schwabish

Jon Schwabish, co-author with Alice Feng of the “Do No Harm” guide, tells his children five things: Be honest Be kind Be respectful Be hard..
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Dataviz Horror Story: How I Crashed the Top Exec’s Email

Have you ever made an embarrassing mistake in a data visualization? Did you utterly fail to meet your client’s or boss’s vision? Did you proudly..
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Dataviz Horror Story: Miriam Quick

Have you ever made an embarrassing mistake in a data visualization? Did you utterly fail to meet your client’s or boss’s vision? Did you proudly..
Illustration of a tombstone with a line chart dropping precipitously, with the letters WIP aboveD
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Dataviz Horror Story: Jacque Schrag

We’ve all made embarrassing dataviz mistakes, whether we’re beginners or superstars. This series of Horror Stories aims to normalize “failure” as part of professional development...
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Data Is Plural Submissions: Project Dialogism Novel Corpus

This data viz challenge prompted readers to explore literary dialog. Check out the submissions!
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DVS Mentor Spotlight: Lior Lavi

To get to know Lior Lavi better, we asked him a series of questions so you can learn a bit more about a mentor making a difference.
This image features a striking design for a column titled "The mystery job," which discusses the daily work life of a "datadesigner." The background is a vivid orange, and the layout includes a mix of modern and classical elements. On the left, a classical artwork of a woman looking upwards is superimposed with a pie, replacing part of her head, creating a surreal and whimsical effect. The text "Good morning data" is placed at the top left corner in a playful, bold blue font. The main title, "The mystery job," is centrally located in large, bold, black letters. Additional information states the column is by "Datacitron" in "Nightingale," indicated at the bottom. The design uses sharp contrasts in colors and a mix of graphics to create an eye-catching and creative visual.G
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Good Morning Data #1 | The Mystery Job

How do we explain to those unfamiliar what we do as data visualization professionals and designers? Join datacitron is the first issue of this new column "Good Morning Data."
The infographic displays Singapore’s low and stable 2-year recidivism rates with a line chart for 2006-2020, alongside a large iceberg illustration representing the hidden complexities of successful reintegration into society. It includes text sections on perseverance and external support, emphasizing the unseen challenges of reintegrating former offenders.T
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Tips & Tricks to Improve your Dashboard Design

Learn how to use data context, visual flow, color, typography, and appeal to create engaging data visualizations for business users.
Brown leather wallet with four green cards showing three men and one woman who are featured on world banknotes.&
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‘The Data Diaries’: Making Interactive Data Visualizations about World Banknotes

The process behind building an interactive data visualization story about world banknotes from concept to finished visual.
A column chart covering years 2018 to 2024 with each year's number increasing. On top of that is a line chart that is measuring the cumulative total of the column chart. In both charts low totals are in grey and large totals in green.R
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Rapid Fire: Scaling a Portfolio with Design Components

There are many ways that can speed your development cycle from data cleanliness to clarity of your user’s needs. My efficiency lay in the use of component-driven design.
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The evolution and future of interactive data visualization (Part 5)

In just three decades we’ve made major advances in interactive data visualization as a result of progress in four drivers of change.
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Flowers and Numbers

Explore the process of creating data visualization badges for a community using flowers and numbers. Creating a local data art community!
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Color Jitter: Using Randomness to Augment Categorical Visualizations

A colormap can enrich a story by anchoring the value mapping to our shared experience or symbolism.