There are multiple ways to select and index rows and columns from Pandas DataFrames. I find tutorials online focusing on advanced selections of row and column choices a little complex for my requirements. Selection Options There’s three main options to achieve the selection and indexing activities in Pandas, which can be confusing. The three selection cases and methods covered in […]

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I recently had an issue with a long running web process that I needed to substantially speed up due to timeouts. The delay arose because the system needed to fetch data from a number of URLs. The total number of URLs varied from user to user, and the response time for each URL was quite long (circa […]

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