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Some data and simulations on the transition to EVs

This repo contains data, plots and simulated scenarios on the transition to EVs.
All data should be automatically updated daily if everything works :)

Feel free to check out the different notebooks!


This notebook prepares data on the share of electric car sales by price in Germany.

The results can be seen here:
Interactive version: Anteil Antriebsarten nach Listenpreis im August 2025 von 10 - 120k Heavy vehicles in the german trucking market by fuel type in the last month


This notebook plots the data on the electrification of the heavy truck market in Germany, because I couldn't find anybody else doing it. Data comes from the FZ 28 publication by the Kraftfahrtbundesamt:

Last month's registration numbers for large buses, trucks and tractor-trailers by fuel type: Heavy vehicles in the german trucking market by fuel type in the last month The average over the last 6 months: Heavy vehicles in the german trucking market by fuel type in the last 6 months The development of the share of BEVs: Heavy vehicles in the german trucking market by fuel type in the last 6 months More plots can be found in the notebook.


The development of the sales share of EVs behaves similar in all countries, some are earlier and others later.
Under this assumption, we can align all the trajectories by shifting them in time to arrive at an average trajectory for the transition to EVs:

Trajectories of the sales share of all countries time-aligned

The notebook also shows the individual countries' plots extended by the average trajectory.
(Data currently comes from OWID / the IEA, so only the countries whose data you can see there show up here)


Interesting Links and Dashboards

The global car sales dashboard by Robbie Andrew.
Contains monthly sales data on many regions all plotted in a similar, easily comparable style.
(Probably the most comprehensive collection of this data on the web)

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Some data and statistics about the transition to electric vehicles

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