Fix NumPy tutorial notebook typos and examples - #349
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The second subplot call was commented out along with a leftover line that called set_title() on a plain list, which isn't valid. Uncommented and fixed the expense subplot, added titles for both, and added tight_layout so they don't overlap.
80-100 was listed for both Normal and Diabetic. Based on the bins used later in the notebook ([80,100,125,150]), the diabetic range should be 125-150.
Title read 'US Technolog Stocks' (missing y), and the horizontal bar chart heading closed with <h3> instead of </h3>.
Several notebooks had align=center, style=... with an invalid comma between attributes, inconsistent with the other notebooks in the repo that don't have it.
Fixed a typo in the filename (tutorail -> tutorial) and added PEP8 spacing around the array elements.
Removed the unused 'import sys' statement and added PEP8 spacing around operators, commas, and assignments (e.g. a1=np.arange -> a1 = np.arange, x+y -> x + y).
Heading read 'Fortan style ordering', missing the 'r'. Corrected to 'Fortran style ordering'.
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Summary
This pull request fixes typos and improves examples in the NumPy tutorial notebooks.
Changes
Testing
The updated notebooks were reviewed to ensure the corrections are clear and consistent.
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