The main difference is that:
- the weight of uranium compared to the weight of coal needed for the same amount of energy produced is absolutely ridiculous: 2.5 metric tons vs. 7 grams of uranium 235. That make it easy to stockpile it for years to come
- Some "waste" are already being recycled and used again
- uranium is uniformly distributed on earth, there's not the same geopolitical issues that we experience for fossil energy sources such as oil and gas
- I'm not sure whether those 20%/20% proportions are true since some EU countries does not disclose the part of uranium imported from each countries
- Australia, Niger and Canada are also some major players for EU uranium import, none of which want to back Russian war, quite the contrary according to the UN vote.