Drawing from data book plus videos

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The book:

: Clean, filter, reshape and visualize complex real world datasets using the scientific Python stack.

The videos:

This package includes in-depth video walkthroughs for four different datasets:

An analysis of 5000 movies taken from a crowdsourced database
Car accident reports captured by automated sensors
Historical Lego set data including details of every single brick
Results of a survey of software developers, their careers and backgrounds

along with Jupyter notebooks containing all the final code, which you can use to rerun the analyses or tweak for your own projects.

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A searchable, DRM-free PDF ebook that you can read on any device, along with example code, plus future updates, plus four in-depth data analysis videos.