data visualization principles
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Graphicacy
Data Visualization PrinciplesJoshua Korenblat Assistant Professor of Graphic Design SUNY New Paltz
History
Pleiades constellation in Lascaux cave painting ca 15000 years ago
Kish Tablet Sumeria ca 3500 years ago
William Playfair 1786
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
History
Pleiades constellation in Lascaux cave painting ca 15000 years ago
Kish Tablet Sumeria ca 3500 years ago
William Playfair 1786
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Pleiades constellation in Lascaux cave painting ca 15000 years ago
Kish Tablet Sumeria ca 3500 years ago
William Playfair 1786
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Kish Tablet Sumeria ca 3500 years ago
William Playfair 1786
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
William Playfair 1786
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
John Snow 1854
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Charles Joseph Minnard 1869
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Visual language
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Source I love typography
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Reneacute Magritte
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Mark Addison Smith
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Anscombersquos Quartet
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Stephen Few Alberto Cairo
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Adobe color coloradobecom
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Information is Beautiful
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Otto Neurath
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
National Geographic
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
National Geographic
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Edward Tufte amp Carl Sagan
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Trajanrsquos column onnatgeocom1aeJ6Hq
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Hans Rosling youtubejbkSRLYSojo
gapminder
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Best practices
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Process Ben Jones
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Variable types Data basics
Quantitative Interval (arbitrary zero- point)
Ratio (fixed zero point)
Qualitative Nominal
Ordinal
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Show contextNY Times
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Scientific American
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Make lasagna not spaghetti with your dataNoah Illinsky
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Correlation is not causation
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Find humanity in your data
National Geographic
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Instead of providing a scoreboard become a sports announcerDan Roam
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Resources
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Data Visualization Catalogue datavizcataloguecom
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
Handbookdata journalism handbook
PDFs amp templates provided to you
Thank you
PDFs amp templates provided to you
Thank you
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