Let's take some popular numbers in math: $\pi$, $e$, $\sqrt{2}$ and $\phi$. The number $\pi$ is the ratio between the circumference and the diameter of a circle; $\sqrt{2}$ is the length of a diagonal of a unit square, $\phi$ is the length of a diagonal of a regular unit pentagon. It seems like $e$ is not a part of any reasonably familiar geometric shape.
Is this really so? By 'familiar geometric figure' I mean a geometric figure $F$ that hasn't been artificially constructed so that $e$ is somehow a part of it. By 'part' here I mean the ratio of something in $F$ and something else in $F$, the length of something in $F$, the area of $F$, maybe its perimeter, etc.



Consider the graph of the funcion $f(x) = a^x$, with $a > 0$. Well, $f(0) = 1$ in any way, but we want more. Looking at the tangent line to the graph at the point $(0,1)$, what is the base $a$ such that the inclination of the line is $1$? This happens just when $a = e = 2,718281828459045\ldots$. Analytically, this translates as $f'(x) = a^x \ln a $, and $f'(0) = 1$, since $\ln e = 1 $. Hope this helps.