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6 changes: 3 additions & 3 deletions content/pages/03-data/16-data-analysis.markdown
Original file line number Diff line number Diff line change
Expand Up @@ -22,13 +22,13 @@ libraries from scratch.
implementation language while walking through various stages of
how to analyze a data set.

* [Part 1](http://blog.districtdatalabs.com/data-exploration-with-python-1)
* [Part 1](https://www.districtdatalabs.com/data-exploration-with-python-1)
gives insight into how you should think about data and clarify
what you are looking to learn.
* [Part 2](http://blog.districtdatalabs.com/data-exploration-with-python-2)
* [Part 2](https://www.districtdatalabs.com/data-exploration-with-python-2)
explains categorization and transforming a data set into one that
is easier to analyze.
* [Part 3](http://blog.districtdatalabs.com/data-exploration-with-python-3)
* [Part 3](https://www.districtdatalabs.com/data-exploration-with-python-3)
shows how to visualize the results of your data exploration.

* [The Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/)
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