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@anushkabishnoi sorry for the slow response. We generally follow a standard GitHub contribution setup, so feel free to read about how to contribute to scikit-learn, nilearn, matplotlib, MNE-Python, etc. (whichever instructions are clearest/easiest). The TL;DR is that you make a PR with the change, and ideally modify some test that would fail on master but pass on your PR (in this case, it could be that the entire > 80 char intro paragraph text shows up in the gallery index for example)
@fgmacedo feel free to give it a shot as well if you want!
The preview text (summary of the example made from the first words of the docstring) could be longer:

We should make it much longer and use css to cut (overlap=hidden)
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