He created a box-plot with the data set {26, 22, 21, 42, 21, 36, 20, 26}.
If we sort the dataset we obtain: 20, 21, 21, 22, 26, 26, 36, 42.
This result in a median of 24, the average between 22 and 26.
Also, the maximum value is 42 while the minimum value is 20.
The quartiles are Q1 = 21 and Q3 = 31.
Now, we have the corrected dataset, with 24 instead of 42.
The sorted dataset is now: 20, 21, 21, 22, 24, 26, 26, 36.
The median is now the average between 22 and 24, so it is 23.
The minimum stays the same, but the maximum is now 36.
The firstquartile is still Q1 = 21 but the third quartile is now Q3 = 26.
Then, the maximum changed from 42 to 36, which is a decrease of 6 units.
The upper quartile, Q3, changed from 31 to 26, which is a decrease of 5 units.
The lower quartile, Q1, stay without changes.
The median also changed from 24 to 23.
The only true statement is: "the upper quartile decreased by 5".