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| | www.gregreda.com
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| | Part one of a three part introduction to the pandas library. Geared towards SQL users, but is useful for anyone wanting to get started with pandas.
| | www.blog-geographica.com
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| | Mapping the worldwidenight... and dump it to geojson 2. Data analysis with Matplotlib
| | tomaugspurger.net
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| | Hadley Whickham wrote a famous paper (for a certain definition of famous) about the importance of tidy data when doing data analysis. I want to talk a bit about that, using an example from a StackOverflow post, with a solution using pandas. The principles of tidy data aren't language specific. A tidy dataset must satisfy three criteria (page 4 in Whickham's paper): Each variable forms a column. Each observation forms a row. Each type of observational unit forms a table. In this StackOverflow post, the asker had some data NBA games, and wanted to know the number of days since a team last played. Here's the example data:
| | channellife.co.nz
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| Arcanum AI has partnered with Amazon Web Services in a multi-year agreement to enhance workplace productivity using AI.