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The public work
The example loads a SWAP solar image, defines crop corners with SkyCoord in the map’s coordinate frame, and displays the cropped region with a solar limb and coordinate grid.
What to notice
Carry coordinate frames and angular units into the crop request instead of treating sky coordinates as interchangeable pixel offsets.
Keep the context
A crop of a supplied observation, not a new solar finding. Coordinate-frame agreement and observation metadata matter; the displayed script timing is not a transferable performance benchmark.
AI use: Not reported in the source.
The inspected source does not report AI-assistant use by its authors.
A useful public example is not an assessment of a reader, a publisher or a Better Loop member.
Authored practice suggestion
Try the idea. Check your own work.
Use material you are allowed to work with. This suggestion is preparation; it does not record a completed task or an improvement.
A check to adapt
The crop bounds map to the requested region in the stated frame; metadata remains traceable; mismatched coordinates are detected or explicitly transformed.
The notebook joins Minnesota household and county data, fits pooled, unpooled and hierarchical radon models, and displays posterior diagnostics and comparisons. The partial-pooling plots show how estimates change with county sample size.
Published byChris Fonnesbeck and contributors / PyMC
The SciPy example applies height, spacing, prominence and width conditions to a recorded ECG segment. It displays selected peaks, interval arrays and property values, making each filtering choice inspectable.
The tutorial opens a Horsehead Nebula FITS image, displays its dimensions, statistics, histogram and alternative stretches, then sums M13 images and writes the resulting FITS file.
Published byLia Corrales and coauthors / Learn Astropy