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5 Different Kinds Of Average
# And when to use which
1) Mean
This is the average we usually talk about.
mean = sum of numbers / number of numbers
For instance, in [3, 4, 5, 4]
, the mean would be (3+4+5+4)/4 = 4
.
2) Median
When we use the mean, and there is an extreme value, the mean becomes pretty damn skewed. For instance, the mean of [1,1,1,2,100]
is 21, which isn’t too reflective of the distribution (due to an extreme value 100).
Median = middle value when all values are sorted
Given [1,100,1,2,1]
, we get [1,1,1,2,100]
when we sort it. And the middle value 1 is the median.. which is arguably more representative than the mean.
Given [1,1,4,5,7,100]
which has 6 numbers, we take the MEAN of the middle 2 numbers, which means that our median is 4.5. Still pretty representative of the distribution.
It’s probably a good idea to use the median in place of the mean when there are extreme values that could screw with the mean.
3) Mode
Mode = value that occurs the most