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Making great charts isn’t easy.
Pop Quiz: Which is better?
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Source: http://research.schev.edu/enrollment/E2_Report.asp
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Source: http://research.schev.edu/enrollment/E2_Report.asp
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Source: http://www.virginia.edu/facts
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Source: http://www.virginia.edu/financialreport/
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Source: http://www.virginia.edu/financialreport/
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Source: https://www. reddit
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Source: https://www. brandwatch
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Here’s how great data visualizations can change minds:
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There are 10 Easy Things you can do to make your charts more:
attention-grabbing, understandable, and impactful.
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Set Clear Goals Define an Audience Choose Your Chart Pick Your Story Up Your Title Game Use Color Carefully Stop With The Fonts Use Labels (Or Don’t) Get Rid of Grids Simplify
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Which one are you doing, and why?
Set Clear Goals There are three main reasons why we visualize data: Exploratory – looking for patterns or outliers Reporting – showing results Persuading – make a decision Which one are you doing, and why?
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Set Clear Goals Exploratory
Looking for patterns, outliers, or trends for points of further analysis
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Showing polished, professional results
Set Clear Goals Reporting Showing polished, professional results
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Providing data-driven reasons to help someone make a decision
Set Clear Goals Persuading Providing data-driven reasons to help someone make a decision
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Define An Audience The information people want to see depends on their jobs. People consume information in different ways. Think about who you’re presenting to and what they might want to see.
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Who Might Want to See This?
Define An Audience Dean or Fiscal Tech? Who Might Want to See This?
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Who Might Want to See This?
Define An Audience Dean or Fiscal Tech? Who Might Want to See This?
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Choose Your Chart
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Choose Your Chart
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Choose Your Chart
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Choose Your Chart For most of our purposes, the classics – presented simply and elegantly – will do. Bar Chart: for comparing values Line Chart: for time or other sequential series Pie Chart: for showing relative proportion Others: Scatter plot, histogram, bubble chart, heat map, tree map
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Measure and compare values
Choose Your Chart Bar Chart Measure and compare values
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Measure a value over time, or sequentially
Choose Your Chart Line Chart Measure a value over time, or sequentially
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Show proportion of a whole. Use cautiously!
Choose Your Chart Pie Chart Show proportion of a whole. Use cautiously!
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Choose Your Chart NO!!!
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Choose Your Chart NO!!!
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Ok: Choose Your Chart Categories, not numbers No negatives
Few categories Single point in time Adds to 100%
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What’s your point? Pick Your Story Furthermore:
Is it truthful and contextual? Is it zoomed in (or out) enough? What are some other ways you could show it?
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Pick Your Story What’s Your Point?
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Pick Your Story
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Up Your Title Game A great title: Gets your point across
Uses as few words as possible Is aligned with all other elements Bonus: Don’t forget to include source(s) at the bottom, if applicable
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Up Your Title Game
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Up Your Title Game
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Use Color Carefully Default colors are a problem.
Colors can have different meaning depending on context
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Use Color Carefully Default colors are a problem.
Seeing the same colors in every chart means trouble distinguishing between them all!
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Use Color Carefully Think about why you’re using color.
Different colors=different data Bright colors draw attention Contrast can be powerful Not all colors print well, go together, or can be seen by those who are colorblind
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Use Color Carefully
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Stop With The Fonts Use restraint, choose fonts thoughtfully, and keep things simple: Don’t go crazy with bolding; you’ll lose your impact Same goes for font colors Sans serif fonts (calibri, arial) are most legible, but serif fonts (times new roman) can be useful for titles
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Stop With The Fonts Please Don’t Do This.
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Stop With The Fonts Keep It Simple!
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Use Labels (Or Don’t) What’s More Important?
That your reader knows the trend or relationship in your data? That your reader knows every exact data point? If they do, use a table instead!
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Use Labels (Or Don’t) Overuse of labels can visually confuse readers.
Label only what’s most important Consider not using a legend Align labels vertically to limit eye travel
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Use Labels (Or Don’t) Berinato, Scott. Good Charts: The HBR Guide to Making Smarter, More Persuasive Data Visualizations. Harvard Business Review Press, Print.
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Get Rid of Grids Grid lines default into many charts, but are distracting and aren’t useful. If your audience needs to be that exact, consider a table instead Grids are only needed for very long x-axes or to help distinguish small differences If you do use them, alter the color to light gray to limit distraction
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Get Rid of Grids
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Get Rid of Grids
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Simplify Leave your chart and come back to it later.
What’s your story? Is there a balance of chart to white space? Where do your eyes go? Could titles be more direct? Is there anything that could be removed without affecting the reader’s understanding?
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Simplify
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Simplify
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Simplify
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Simplify
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Simplify
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Simplify
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Simplify
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Simplify
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Simplify
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Questions? Thank you! Shannon Wampler
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