Michael Waskom

> I would also highlight this one as needlessly political: https://matplotlib.org/devdocs/gallery/showcase/bachelors_degrees_by_gender.html I've always thought this was a funny one — [when this dataset came out](https://www.npr.org/sections/money/2014/10/21/357629765/when-women-stopped-coding) it was interesting for showing...

@ollimuh thanks much for creating the google doc and passing information back to us. For small problems that don't require emergency fixes, this is much better than individual bug reports....

Thanks ... it would also be helpful if the TA document said something like, add your issue here or post on github but don't do both.

OK thanks, I see it's more a problem of getting people to actually follow directions :)

Seems like an ok idea, but we have a rule the tutorials can't use pandas, so downloading the centralized csv file and parsing it is going to be a pain....

> why was pandas banned? not my decision, but the scope of libraries introduced to the students was intentionally limited to numpy/scipy/matplotlib/scikit-learn to avoid overwhelming them. this is most easily...

> got it. I would have voted for a central NMA helper module in pypi. Agreed, I was a proponent (Although we'd be iterating on that just as fast as...

Penguins is indeed very fun and serves the same pedagogical goals.

I guess I don't really know how SPM works, but I would think that at the group level it would write out a file that has the actual voxels included?...

Otherwise a good heuristic would be e.g. voxels that are 0 (or maybe NaN) in the residual variance map, which I _think_ SPM writes to ReML.img?