Centre of mass with double integration. What is Moment $Mx$?

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First post here. I'm having serious trouble understanding how the Moment $Mx$ is solved for in a typical Centre of Mass problem.
So, many people online, are teaching methods to solve for $Mx$ that are completely different from each other. And these different methods give different results!

Some solve the 'Moment' $Mx$ as

$$Mx = \int \frac{y}{2} [ f(x) ]^2 - [ g(x) ]^2~\mathrm{d}x$$

Something like this : https://www.youtube.com/watch?v=SWu_i-19Rn0

And some others solve the moment $Mx$ as

$$Mx = \iint y \rho(x ,y)~\mathrm{d}x\mathrm{d}y$$

Like this : https://www.youtube.com/watch?v=yJDRwKGfKDs

Which is the correct one?

Or are they both related to two different things?

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The center of mass $(x,y)_{\rm CoM}$ of a suitable region $R$ with mass $M$ has coordinates equal to the average values of $x$ and $y$ over $R$.

$$x_{\rm CoM} = \frac{\displaystyle \iint_R x\rho\,dA}{\displaystyle \iint_R\rho\,dA}, y_{\rm CoM} = \frac{\displaystyle \iint_R y\,\rho\,dA}{\displaystyle\iint_R\rho\,dA}$$

The numerators are the moments of $R$ about the $y$-axis ($M_y$) and $x$-axis ($M_x$), respectively.

If $R$ is suitable enough to express it as the set

$$R = \{(x,y) \mid a\le x\le b \text{ and } g(x)\le y\le f(x)\}$$

then

$$M_x = \int_a^b \int_{g(x)}^{f(x)} y\rho(x,y)\,dy\,dx$$

Suppose density is constant, $\rho(x,y)=\rho$. Then

$$M_x = \rho \int_a^b \int_{g(x)}^{f(x)} y\,dy\,dx = \rho\int_a^b \frac{y^2}2\bigg|_{y=g(x)}^{y=f(x)}\,dx = \frac\rho2 \int_a^b \bigg(f(x)^2 - g(x)^2\bigg)\,dx$$