The Box Plot
· describe behavior of
o middle data distribution
o tails (ends) data distribution
· can be used to identify outliers
Steps to construct Box Plot
· Compute m, Q1, Q3 and IQR
Rules for finding Q1 and Q3
Sort the data in increasing order
Q1 is the value of x with position 0.25*(n+1)
Q3 is the value of x with position 0.75*(n+1)
If 0.25*(n+1) and 0.75*(n+1) are not integer, use interpolation.
IQR = Q3 - Q1(Inter Quartile Range).
· Draw a horizontal line representing the scale of measurement.
· Form a box just above the horizontal line with the right and left ends at Q1 and Q3
· Draw a vertical line through the box at the location of the median.
· Detect outliers (Mark them with *): observations that are beyond:
o Lower fence: Q1 -1.5(IQR)
o Upper fence: Q3 + 1.5(IQR)
· Draw two tails (called whiskers) from Q1 to min. and Q3 to max.
Example: