Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Language: English
Published by O'Reilly Media, 2012
- Softcover
- Used
Seller: Goodwill, Brooklyn Park, MN, U.S.A.Goodwill
AbeBooks seller since June 26, 2006
Condition: Used - Good
US$ 4.26
Quantity: 1 available
Add to basketItem description from seller
All pages and cover are intact including the dust cover, if applicable . Spine may show signs of wear. Pages may include limited notes and highlighting. May include "From the library of" labels. Shrink wrap, dust covers, or boxed set case may be missing. Item may be missing bundled media.
Seller Inventory # MINV.1449319793.G
- Title
- Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
- Author
- McKinney, Wes
- Publisher
- O'Reilly Media
- Publication year
- 2012
- Condition
- good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1449319793
- ISBN 13
- 9781449319793
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you’ll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.
Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It’s ideal for analysts new to Python and for Python programmers new to scientific computing.
- Use the IPython interactive shell as your primary development environment
- Learn basic and advanced NumPy (Numerical Python) features
- Get started with data analysis tools in the pandas library
- Use high-performance tools to load, clean, transform, merge, and reshape data
- Create scatter plots and static or interactive visualizations with matplotlib
- Apply the pandas groupby facility to slice, dice, and summarize datasets
- Measure data by points in time, whether it’s specific instances, fixed periods, or intervals
- Learn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples
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Goodwill
Brooklyn Park, MN, U.S.A.
AbeBooks seller since June 26, 2006
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