Chapter 2: Organizing and Visualizing Variables
Content
2.1 Organizing Categorical Variables
The Summary Table
The Contingency Table
2.2 Organizing Numerical Variables
The Frequency Distribution
Classes and Excel Bins
The Relative Frequency Distribution and the Percentage
Distribution
The Cumulative Distribution
2.3 Visualizing Categorical Variables
The Bar Chart
The Pie Chart and the Doughnut Chart
The Pareto Chart
Visualizing Two Categorical Variables
2.4 Visualizing Numerical Variables
The Stem-and-Leaf Display
The Histogram
The Percentage Polygon
The Cumulative Percentage Polygon (Ogive)
2.5 Visualizing Two Numerical Variables
The Scatter Plot
The Time-Series Plot
•The Summary Table - A summary table tallies the set of individual values as frequencies or percentages for each category. A summary table helps you see the differences among the categories by displaying the frequency, amount, or percentage of items in a set of categories in a separate column.
• The Contigency table -A contingency table cross-tabulates, or tallies jointly, the data of two or morecategorical variables, allowing you to study patterns that may exist between the variables.Tallies can be shown as a frequency, a percentage of the overall total, a percentage of the row total, or a percentage of the column total, depending on the type of contingency table you use.Each tally appears in its own cell, and there is a cell for each joint response, a unique combination of values for the variables being tallied. In the simplest contingency table, one that contains only two categorical variables, the joint responses appear in a table such that the tallies of one variable are located in the rows and the tallies of the other variable are located in the columns.
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