Okay but the bottom 5 are all capitalist countries.
Even if that wasn’t the case, just linking a corruption index doesn’t prove your original statement:
corruption is more common where there’s no opportunity to make money
Edit: since you’ve edited and added words, let me add:
I would even go as far as to say that your evidence in fact suggests rather the opposite trend: countries where wealth is more equitably distributed have lower rates of corruption