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That seems to be mostly because of oil use which is coming from transportation. Electrical generation is dominated by nuclear and renewables. Electrification of transport will help, provided they don't generate the additional electricity needed by burning gas or coal...
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That's why I used the word electricity and not energy. It isn't perfect, but still much better than the majority if the world and even Europe. The fact that even the French themselves cannot replicate it anymore speaks volumes about the weakness of the current political system. As a counter example, the Chinese can and do.
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In 2024, China produced 8 times more electricity from renewables that from nuclear [1], and the renewable share is growing much more quickly. Nuclear is as dead in China as it is elsewhere in the world.

[1] https://ourworldindata.org/grapher/energy-consumption-by-sou...

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China has a huge advantage over the majority of Europe: abundance of mostly empty land with a lot of sunlight, it's unrealistic in places like Norther Europe. But I'm not talking about nuclear alone, it was the best answer in the 70s and 80s, nowadays we need a healthy mix of nuclear, solar and wind. But above everything else we need a government willing to make significant changes and make them fast.
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China has a larger population density than the EU. There is more empty land in Europe.
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> There is more empty land in Europe.

Truly empty? Or nature reserves?

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Chinese population is concentrated in the East. The Western half of the country is pretty much empty. Lots of sunny semi-desertic/desertic areas, too so they do have a lot of actually empty land well suited for solar (China is more to the South compared to Europe: Beijing is about same latitude as Madrid...) and wind.
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