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| | wesmckinney.com
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| | tomaugspurger.net
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| | This is part 1 in my series on writing modern idiomatic pandas. Modern Pandas Method Chaining Indexes Fast Pandas Tidy Data Visualization Time Series Scaling As I sit down to write this, the third-most popular pandas question on StackOverflow covers how to use pandas for large datasets. This is in tension with the fact that a pandas DataFrame is an in memory container. You can't have a DataFrame larger than your machine's RAM. In practice, your available RAM should be several times the size of your dataset, as you or pandas will have to make intermediate copies as part of the analysis.
| | calogica.com
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| | We examine how to bulk-load the contents of a pandas DataFrame to a Snowflake table using the copy command.
| | yasha.solutions
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| Bourne Again Shell is born again :) Pure Bash Bible Open source book on pure bash solutions. Link on Github: Pure Bash Bible ShellCheck Finds bugs in your shell scripts A linter for bash scripts https://www.shellcheck.net/ Bash Guide - Best Practices Because you don't want people to bash your work wink Bash Guide: Best Practices Bash Pitfall The pitfall guide for bash is really good.