Choosing Visualizations Intentionally (5.2)

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Last updated 11:08 PM on 3/11/26
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6 Terms

1
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Histogram

  • Goal: Distribution of a numeric variable

  • Why: Shows shape, spread, skew


2
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Box Plot

  • Goal: Outliers and spread

  • Why: Shows IQR, median, extremes


3
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Scatter Plot

  • Goal: Relationship between two numeric variables

  • Why: Reveals direction and strength


4
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Bar Chart

  • Goal: Distribution of a categorical variable

  • Why: Compares frequencies across groups


5
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Grouped box plot

  • Goal: Numeric variables across categories

  • Why: Compares distributions side by side


6
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Heatmap

  • Goals: Correlation across many variables

  • Why: Surface patterns quickly