(I'm Overwhelmed) Data Analysis Progress Quiz #4 Q10 (Spoiler)

Is there any way to solve this problem without calculation?

You can deduce three of the four options just by some common sense.

But what about the 4th one?
Do I need to calculate the SD?

Think about the “spread” of the numbers. Does the mean also give a clue?

spread is 30 though!

And the mean?

55

Does that give you a hint on what the standard deviation could be? Think about how it works from the formula.

Do I try to average out the 2 values ?

Which two values?

the average and the standard deviations?
I still don’t get any hint

OK. The mean is 55. If you take a look at what the formula is, it’s

\sqrt{\frac{(-20 - 55)^2 + (10 - 55)^2 + (40 - 55)^2 + (70 - 55)^2 + (100 - 55)^2 + (130 - 55)^2}{7}}
=\sqrt{\frac{75^2 + 45^2 + 15^2 + 15^2 + 45^2 + 75^2}{7}}

Show that this must be less than 75.

But at this point we can just calculate the SD I guess.

You can, but the point is to show that you don’t have to. That’s why the question suggested looking at the average instead.