Chapter Objectives

  • Display data graphically and interpret the following graphs: stem-and-leaf plots, line graphs, bar graphs, frequency polygons, time series graphs, histograms, box plots, and dot plots
  • Recognize, describe, and calculate the measures of location of data with quartiles and percentiles
  • Recognize, describe, and calculate the measures of the center of data with mean, median, and mode
  • Recognize, describe, and calculate the measures of the spread of data with variance, standard deviation, and range

Assignment


Histograms

  • Not a bar graph
  • Typically used for continuous data
  • Bars are next to each other to highlight the continuity
  • Vertical can show frequency or relative frequency (percentage of total data)

A histogram

Figure 2.2.1 A histogram.

Creating Histograms

Visual comparison of bin widths

Figure 2.2.2 The three histograms above are created using the same data sets, but with different bin widths.

  • Number of bins is key
  • If not given, square root the number of data points and round up to next integer. Then divide range of data by that integer.
    • Round up again, this time to same number of digits as data
  • Ex. There are 100 data points. The lowest value is 60.0, highest 74.0. What is the bin width? What if it was 80 with the same range?
  • Below are the bin widths for 10 bins
\[\begin{align*} &[60, 61.4] &&(61.4, 62.8] &&(62.8, 64.2] &&(64.2, 65.6] \\ &(65.6, 67] &&(67, 68.4] &&(68.4, 69.8] &&(69.8, 71.2] \\ &(71.2, 72.6] &&(72.6, 74] && && \end{align*}\]
  • Square bracket means included
  • Parentheses mean up to, but not including
  • A value of 61.4 falls in the first bin

Frequency Polygons

  • A histogram pretending to be a line graph
  • Same rules from histograms
  • Points are at midpoint of bin
  • Useful for comparisons since they overlap easily

A frequency polygon

Figure 2.2.3 A frequency polygon.

A frequency polygon

Figure 2.2.4 Two frequency polygons overlapping.

Time Series Graph

  • Used for plotting data that changes over time
  • Points are in chronological order

A time series graph

Figure 2.2.5 A time series graph.