Python for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython (Paperback)

Python for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython By Wes McKinney Cover Image
$59.99
Email or call for price.

Description


Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process.

Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub.

  • Use the IPython shell and Jupyter notebook for exploratory computing
  • Learn basic and advanced features in NumPy (Numerical Python)
  • Get started with data analysis tools in the pandas library
  • Use flexible tools to load, clean, transform, merge, and reshape data
  • Create informative visualizations with matplotlib
  • Apply the pandas groupby facility to slice, dice, and summarize datasets
  • Analyze and manipulate regular and irregular time series data
  • Learn how to solve real-world data analysis problems with thorough, detailed examples

About the Author


Wes McKinney is a New York?based software developer and entrepreneur. After finishing his undergraduate degree in mathematics at MIT in 2007, he went on to do quantitative finance work at AQR Capital Management in Greenwich, CT. Frustrated by cumbersome data analysis tools, he learned Python and started building what would later become the pandas project. He's now an active member of the Python data community and is an advocate for the use of Python in data analysis, finance, and statistical computing applications. Wes was later the co-founder and CEO of DataPad, whose technology assets and team were acquired by Cloudera in 2014. He has since become involved in big data technology, joining the Project Management Committees for the Apache Arrow and Apache Parquet projects in the Apache Software Foundation. In 2016, he joined Two Sigma Investments in New York City, where he continues working to make data analysis faster and easier through open source software.


Product Details
ISBN: 9781491957660
ISBN-10: 1491957662
Publisher: O'Reilly Media
Publication Date: October 31st, 2017
Pages: 550
Language: English

Audiobooks

Digital Audio Books

Get a Gift Card

Gift Cards

Nine Stores in Sonoma, Napa and Marin Counties

Petaluma Store

140 Kentucky Street
707-762-0563
click for hours & info



Petaluma 
Underground

140 Kentucky Street
707-782-0228
click for hours & info



Sebastopol Store

138 N.Main Street
707-823-2618
click for hours & info



Santa Rosa Store

(Montgomery Village)
775 Village Court
707-578-8938
click for hours & info



Healdsburg Store

104 Matheson Street
707-433-9270
click for hours & info



Napa Store

1300 First Street, Suite 398
707-252-8002

click for hours & info



Calistoga Store

1330 Lincoln Avenue
707-942-1616
click for hours & info



San Rafael Store

1200 4th Street
415-524-2800

click for hours & info



Novato Store

999 Grant Avenue
Suite 105
(415) 763-3052
click for hours & info



Larkspur Store
2419 Larkspur Landing Circle
(415) 870-9843
click for hours & info

Headquarters (Offices)

139 Edman Way 
Sebastopol
707-823-8991
click for hours & info