Best Practices Title in Data Visualization VictorAndrei Lupescu
Best Practices. Title in Data Visualization Victor-Andrei Lupăescu victor. lupaescu@softvision. ro
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Start with Questions What are you trying to say? Who is your audience? What questions do they have? What answers do you find for them? What other questions does it inspire? What conversations will result? Your viewers should take something away from the time they spend with your visualization
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Trends over Time Choose the chart depending on what you want to highlight.
Trends over Time Heatmaps are useful when you have 2 time dimensions.
Comparisons and Ranking Always use bar charts for comparisons and ranking
Comparisons to a Target/Prediction Bullet charts are useful for comparisons against a target or a prediction.
Part to Whole
Part to Whole Don’t use pie charts (or donut charts, or any other tasty chart)! Bars are better.
Correlations
Correlations Scatter plots usually work best when you don’t have a time dimension. Otherwise, use combo charts.
Distribution Use Box-and-Whisker or Histograms
Geographical Data Pair maps with other charts for details.
Number Call-outs You have to supply adequate context for the data
Enrich your Charts Improve showing data by using: • Variations in timing (YTD, WTD, QTD, MTD, Yesterday, Today) • Comparisons: compare to a similar period, to a target, to a prediction, projection into the future based on current situation, to other metrics. • Evaluations: KPIs: simple visual indicators
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Attentive vs. Pre-attentive Processing Emphasize the most important data
Use Pre-attentive Attributes in Your Favor
Try to Guess… 16 Humans tend to underestimate differences in 2 -D areas.
Orient your Views for Legibility Views should be very clear and readable
Avoid Overloading All that glitters is not gold. Keep it simple!
Limit the Number of Colors and Shapes Use a maximum of 7 -10 colors/shapes in one view.
Limit the Number of Colors and Shapes
Limit the Number of Colors and Shapes Break a chart into multiple charts and use interactivity.
Don’t Display Excessive Detail or Precision
Choose the Correct Measure
Use Annotations
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Website Response Time
Website Response Time SLA
Device Monitoring
Incidents SLA
Application Usage
App Adoption
Reviews Coverage
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