I've been revisiting my calculus and have a simple question I can't seem to answer with respect to derivatives of a parabolic function.
Take: $y=x^2$
Derivative $dy = 2x~dx$
However by simply looking at the graph, if you take $x(1,2) = y(1,4)$, $\dfrac{dy}{dx} = \dfrac{4-1}{2-1} = 3$ and not $4$ ($2x$ at $x = 2$).
Why is the derivative higher at $4$ versus $\dfrac{dy}{dx} = 3$ when looking at the function?
The derivative is the limit when the distance from your point goes to $0$. So $$\frac{dy}{dx}=\lim_{h\to0}\frac{(x+h)^2-x^2}{h}$$ If you choose $h=-1$, you will get a different result than if you have $h=0.1$ or $h=0.01$ or $-0.1$ and $0.01$ on the negative side