Eyeballing through the set and the given options, the only true contenders are average and median. The values are around 100-110 so the answer must be close to that.
Range can be discarded as it is nowhere near 100 or 110.
Standard deviation can be discarded without any calculation. Standard deviation is the square root of the average of deviation of each value from the mean. The key word is square root. For standard deviation to be anywhere close to 100-110, the value inside the root needs to quite large and there is no way that can happen for the given set of values.
Median is the middle value. Since, we have 7 terms, median will be the 4th value -> 105.
Average:
Assume average is 100.
Get the "differential" of each term from the assumed average of 100 and add them up.
-1 + 0 + 0 + 5 + 6 + 16 + 23 = 49.
Since there is an extra 49, it needs to be evenly distributed among the 7 members.
49 / 7 = 7.
Add 7 back to the assumed average.
Actual average = 100 + 7 = 107.
107 > 105 or Average > Median.
Answer (A).