René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Air pollution tutorial should show path to \"vectorization\"","articleBody":"The air polution tutorial has a \"vectorized\" function to calculte the AIQ (IIRC).  This can be vectorized using `searchsorted` (which is a bit much work, but not too tricky).\r\nI am also almost completely certain that it can also be replaced with a single call to `np.interp1d`.\r\n\r\nHaving the \"vectorize\" version seems good, but doesn't fully leverage the concepts that NumPy provides.  I think it would be great arc to keep it, but then also show the final `interp` and maybe even the `searchsorted` idea.  (I honestly don't like stopping at `vectorize` becuzse it makes seems that `vectorize` is a common approach, when I consider it more of a fallback solution – whether used a lot in practice or not.)","author":{"url":"https://github.com/seberg","@type":"Person","name":"seberg"},"datePublished":"2022-11-01T10:48:26.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":1},"url":"https://github.com/152/numpy-tutorials/issues/152"}