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Updated README with Pandas IO, Pandas Cleaning, and note about various command lines (coming soon).

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Donne Martin 2015-02-15 17:56:06 -05:00
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# ipython-data-notebooks # ipython-data-notebooks
IPython Notebooks geared towards Python data analysis (core Python, NumPy, pandas, matplotlib, SciPy, scikit-learn). IPython Notebooks geared towards Python data analysis (core Python, NumPy, pandas, matplotlib, SciPy, scikit-learn, command line).
## core ## core
[Active Development] IPython Notebooks demonstrating core Python functionality geared towards data analysis. IPython Notebooks demonstrating core Python functionality geared towards data analysis.
* [data structures](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/core/structs.ipynb) * [data structures](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/core/structs.ipynb)
* [data structure utilities](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/core/structs_utils.ipynb) * [data structure utilities](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/core/structs_utils.ipynb)
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## pandas ## pandas
[Active Development] IPython Notebooks demonstrating pandas functionality. IPython Notebooks demonstrating pandas functionality.
* [pandas](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/pandas/pandas.ipynb) * [pandas](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/pandas/pandas.ipynb)
* [pandas io](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/pandas/pandas_io.ipynb)
* [pandas cleaning](http://nbviewer.ipython.org/github/donnemartin/ipython-data-notebooks/blob/master/pandas/pandas_clean.ipynb)
## matplotlib ## matplotlib
[Coming Soon] IPython Notebooks demonstrating matplotlib functionality. [Coming Soon] IPython Notebooks demonstrating matplotlib functionality.
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[Coming Soon] IPython Notebooks demonstrating NumPy functionality. [Coming Soon] IPython Notebooks demonstrating NumPy functionality.
## commands
[Coming Soon] IPython Notebooks demonstrating various command lines for AWS, Unix, etc.
## References ## References
* [Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython](http://www.amazon.com/Python-Data-Analysis-Wrangling-IPython/dp/1449319793/ref=sr_1_1?ie=UTF8&qid=1423228985&sr=8-1&keywords=python+for+data+analysis) * [Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython](http://www.amazon.com/Python-Data-Analysis-Wrangling-IPython/dp/1449319793/ref=sr_1_1?ie=UTF8&qid=1423228985&sr=8-1&keywords=python+for+data+analysis)