Learning Objectives

1. Construct and analyze frequency, percentage, and cumulative distributions.
2. Calculate proportions and percentages.
3. Compare and contrast frequency and percentage distributions for nominal, ordinal, and interval-ratio variables.
4. Construct and interpret a pie chart, bar graph, histogram, the statistical map, line graph, and  time-series chart.