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Web Scraping 101 with Python
A beginner's guide to getting started with web scraping using Python and BeautifulSoup.
Greg Reda
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Visit gregreda.com → RSS feedOn Hacker News Mar 2013 – Mar 2014
Databases & Data 4Software Engineering 2Tools & Productivity 1Tech Industry & Business 1
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Useful Unix commands for data science
The command line tools that ship with any Unix-like system are extremely handy for many data tasks. Here are some of the ones that I've found most useful.
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Intro to Pandas data structures
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.
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Principles of good data analysis
Good, thorough data analysis is difficult. Throughout my work, I've found it useful to follow these principles in order to ensure quality and consistency.