Intuition for How Polar Graph Transformations Work

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I am learning about polar graphs for the first time, and I ran into some trouble understanding the transformations of polar graphs.

From https://brilliant.org/wiki/polar-curves/, the following linear transformations can be performed on a polar curve:

Rotations about the pole can be performed in polar form by replacing the parameter $θ$ with $(θ−ϕ)$; this will rotate the curve counterclockwise by $ϕ$ radians.

A reflection about a line $θ=ϕ$ can be performed by replacing the parameter $θ$ with $(2ϕ−θ)$.

A reflection about the pole can be performed by replacing the parameter θ with $(θ−π)$.

Where did each of these replacement parameters come from (especially that of a reflection about a line)/why do they work to transform the polar graphs in that way? Another point of confusion I have is that a rotation about the pole seems to have the same form as a reflection about the pole, with the only difference being that the latter specifies $ϕ=π$. How is the form for reflection and rotation around the pole the same, yet it produces different results?