Does progestogen-only / Mini pill cause hair loss?

I had to switch from the combined pill to the mini pill following a bought of migraines with aura. At first, it was great - I didn’t get periods, I felt good, I wasn’t worried about strokes etc. However, after around 6 months of my body getting used to it, my periods came back, extremely irregular (I.e. 3 periods in one month), my mood and mental health had significantly declined, and my skin is absolutely terrible.

Switched to this after not liking the combined pill side effects. After a few months of using it and having very irregular periods I noticed my skin and hair became very oily, needing to be washed daily. My hair also became thinner. I decided to stop this pill and look for an alternative.

I experienced some negative side effects when I first went on the pill (mood swings, headaches), both this time around and previously, but they dissipated/softened after a few months. My migraines have increased in frequency over the last 12 months, but I have been a migraine suffered since puberty.