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Python for Data Analysis : Data Wrangling with Pandas, NumPy, and IPython by William McKinney (2017, Trade Paperback)

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Product Information

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

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1491957662
ISBN-13
9781491957660
eBay Product ID (ePID)
229642588

Product Key Features

Author
William Mckinney
Publication Name
Python for Data Analysis : Data Wrangling with Pandas, Numpy, and Ipython
Format
Trade Paperback
Language
English
Publication Year
2017
Type
Textbook
Number of Pages
547 Pages

Dimensions

Item Length
9.2in
Item Height
1.3in
Item Width
7in
Item Weight
33.2 Oz

Additional Product Features

Lc Classification Number
Qa76.73.P98m42 2017
Edition Number
2
Copyright Date
2017
Target Audience
Trade
Topic
Data Modeling & Design, Data Processing, Databases / Data Mining, Programming Languages / Python
Lccn
2018-302150
Dewey Decimal
005.133
Dewey Edition
23
Illustrated
Yes
Genre
Computers

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item 1 Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
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by rayceladonMar 24, 2021
Great Tutorial!
Demystifies Python data structures with concise explanations and easy to follow examples.
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Python for Data Analysis : Data Wrangling with Pandas, NumPy, and IPython by William McKinney (2017, Trade Paperback)

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Greatest purchase of the year for me! So excite.

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