Ebay Car Sales - kriz

Had a good time working on this dataset. Any feedback is appreciated.


German_Ebay_Cleansing_EDA.ipynb (105.5 KB)

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Hello @MrKrizzer! Thanks for sharing your project with the community:)

I’ve run through the project and I liked that you commented the code and also wrote some intermediate observations of the findings. Also good use of np.select, many people would have written a custom function to categorize mileages.

Here are my suggestions:

  • Leave a bit more comments. For example, in cells [23], [25], [27] you could have written Translation of fuel types, etc.
  • Why did you choose 1000 as the lowest price of the range? It’s still pretty high, and I think there will be a lot of cars with prices less than 1000
  • It’s better to import all libraries in the first code cell to improve the readability
  • You have some minor typos
  • Write the conclusions where you summarize your findings

Happy coding :grinning_face_with_smiling_eyes: