1. title your graph 2. draw a circle to represent the entire data set 3. calculate the relative frequency (for each slice) Describe: - which category has the largest proportion - which category has the smallest proportion
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double bar chart
used when there are two (or more) groups - for categorical data 1. calculate relative frequency 2. bars for each unit must touch. Bars for each category must be separate.
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segmented bar graph
1. calculate relative frequency 3. draw a bar representing 100% of the group 3. divide the bar based on cumulative relative frequency - for categorical data
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mosaic plot
- special type of stacked bar chart - the width of the columns is proportional to the number of observations - for categorical data
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univariate numerical data
data with one variable - stem and leaf plot - comparative stem and leaf plot
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outlier
an unusually small or large data value
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stem and leaf plot
- used for small to moderate-sized data sets - for numerical data 1. stem: consists of the first digit(s) 2. leaf: consists of the last digit(s)
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truncating data
shorten or simplify data ex: 54.6 ---> stem=5, leaf=4
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comparative stem and leaf plot
- for numerical data
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histogram
- for discrete numerical data: bars over the center of each value - for continuous numerical data: bars over intervals - can use frequency OR relative frequency - bars must be touching
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density
relative frequency / interval width - for histograms with unequal intervals - on the vertical axis
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cumulative relative frequency plot
- used for percentiles 1. calculate relative frequency 2. plot each point corresponding to the upper end of each interval using the cumulative relative frequency 3. connect the points
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scatterplot
- for bivariate data - explanatory variable on horizontal axis - response variable on vertical axis