I was wondering how the radius of a soap bubble depends on the way it is formed and tried to come up with a simple argument using dimensional analysis. I am not sure if that argument if correct, or how I could verify if it is correct. Hopefully somebody can point out if I missed something and teach me a thing or two about both dimensional analysis and soap bubbles.
Let's say we are blowing air with density $\rho$ and velocity $v$ through a loop of radius $a$. Spanning the loop is a film of soapy water, with surface tension $\gamma$. From those four parameters, we can form the dimensionless quantity $$ \theta = \frac{\rho v^2 a}{\gamma} \, , $$ which I guess could be interpreted as a ratio of energy densities$^*$. The bubble radius $r$ should then be of the form $r \propto a f(\theta)$, with an unknown function $f$ we have to guess at. Considering that it should be impossible to form bubbles the limit $\gamma \to \infty$ makes is plausible to guess $f(\theta) = \theta$. This leads to $$ r \propto \frac{\rho v^2 a^2}{\gamma} \, , $$ with an unexpected dependence on the square of the loop size. As a corollary, we also get the pressure difference $$ \Delta p = \frac{\gamma}{r} \propto \frac{\gamma^2}{\rho v^2 a^2} \, , $$ which depends on the square of the surface tension.
How can I verify if I (1) identified the 'correct' parameters to describe the system and (2) made a reasonable guess at the function $f$?
$^*$Side remark: The ratio $\rho v^2 a / \gamma$ reminds me of a Reynolds number, only with a 'viscosity' of $\gamma / v$. Just coincidence?