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Data Wrangling Kung Fu With pandas (PyData SV 2013)
 

Data Wrangling Kung Fu With pandas (PyData SV 2013)

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Video can be found here: https://vimeo.com/63295598

Video can be found here: https://vimeo.com/63295598

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    Data Wrangling Kung Fu With pandas (PyData SV 2013) Data Wrangling Kung Fu With pandas (PyData SV 2013) Presentation Transcript

    • Data Wrangling Kung Fu with pandas Wes McKinney @wesmckinn PyData Conference 2013, 2013-3-20Saturday, April 13,
    • Agile Tools for Real World Data Python for Data Analysis Wes McKinneySaturday, April 13,
    • Me • Started pandas in 2008 • Other Python projects I’ve been involved with: statsmodels, vbench, gpustats • http://blog.wesmckinney.com • New project in 2013...stay tunedSaturday, April 13,
    • Observations • Data often in wrong format for analysis • Storage format frequently not Analysis format • Data preparation bottleneck in many workflowsSaturday, April 13,
    • pandas • Productivity-focused structured data manipulation tools for Python • Fast, intuitive data structures • Filling the gap between Python and more domain-specific languages like R • Huge growth in 2011-2012, continuing in 2013Saturday, April 13,
    • Agenda • Data reshaping • Hierarchical indexing • GroupBy • Miscellaneous mungingSaturday, April 13,