1. 1: Analyzing Categorical Data



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How to make a histogram:

  1. Divide the range of data into classes of equal width.

  2. Find the count (frequency) or percent (relative frequency) of individuals in each class.

  3. Label and scale your axes and draw the histogram. The height of the bar equals its frequency. Adjacent bars should touch, unless a class contains no individuals.

Example The speed of light

Light travels fast, but it is not transmitted instantly. Light takes over a second to reach us from the moon and over 10 billion years to reach us from the most distant objects in the universe. Because radio waves and radar also travel at the speed of light, an accurate value for that speed is important in communicating with astronauts and orbiting satellites. An accurate value for the speed of light is also important to computer designers because electrical signals travel at light speed. The first reasonably accurate measurements of the speed of light were made over 100 years ago by A. A. Michelson and Simon Newcomb. The table below contains 66 measurements made by Newcomb between July and September 1882.

Newcomb measured the time in seconds that a light signal took to pass from his laboratory on the Potomac River to a mirror at the base of the Washington Monument and back, a total distance of about 7400 meters. Newcomb’s first measurement of the passage time of light was 0.000024828 second, or 24,828 nanoseconds. (There are 109 nanoseconds in a second.) The entries in the table record only the deviation from 24,800 nanoseconds.

28 26 33 24 34 -44 27 16 40 -2 29 22 24 21

25 30 23 29 31 19 24 20 36 32 36 28 25 21

28 29 37 25 28 26 30 32 36 26 30 22 36 23

27 27 28 27 31 27 26 33 26 32 32 24 39 28

24 25 32 25 29 27 28 29 16 23




    1. Construct a histogram to display these data. (What intervals/bins/classes will you use?)




    1. Describe what you see.





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