✔️ Linting Passed

All linting checks passed. Your pull request is in excellent shape! ☀️

_{Generated for commit: d37105c. Link to the linter CI: here}

Hey @tiaversa, thanks for your contribution. The examples are meant to be linked in the docstrings of the estimators, so it's easier to find them from where the users are first looking for information.
Instead of what you tried, you should find somewhere in sklearn/cluster/_kmeans.py, where this link makes sense. Maybe at where the k param is described.

Hi @tiaversa, do yo plan to continue working on this? If yes, do you need help?

Hello @marenwestermann, thank you for bringing this to my attention, I should have said something earlier. I won't be able to take care of this issue. Please feel free to do it if you would like or direct it to someone else who is available to do so. I'm so very sorry for that.

No worries, that's ok. I will take over then. If you would like to work on something else in the future and need support, let me know. 😊

Closing this for now then.