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frequency table
shows the counts in each category of data
relative frequency table
shows the percentages and proportions in each category of data
distribution
the ways the values of variables are spread out and displayed
bar chart
visual representation of distribution of categorical variable (showing the frequency of each category) with bars
pie chart
a chart that splits up a whole group of cases and divides it into multiple categories where size shows importance of group
contingency table
a table that displays the frequency distribution of 2 categorical variables
marginal distribution
a distribution that shows the distribution of one variable’s values, ignoring the values of all other variables in a dataset
conditional distribution
the probability distribution of a variable given the other variable takes on a specific condition
segmented bar chart
bar chart stacked on top of another displays the relationship between 2 categorical variables by dividing each bar into segments, where each segment’s length corresponds to the proportion or relative frequency of a category within the overall bar
Simpson’s Paradox
Correlation/trend observed in individual subgroups can disappear/reverse when subgroups are combined into a single dataset