Python for Data Analysis : : Data Wrangling With Pandas, Numpy, and Ipython
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"Revision history for the Second Edition: 2017-09-25: First Release"--Title page verso.
First edition: October 2012.
Includes index.
Preliminaries -- Python language basics, IPython, and Jupyter notebooks -- Built-in data structures, functions, and files -- NumPy basics: arrays and vectorized computation -- Getting started with pandas -- Data loading, storage, and file formats -- Data cleaning and preparation -- Data wrangling: join, combine, and reshape -- Plotting and visualization -- Data aggregation and group operations -- Time series -- Advanced pandas -- Introduction to modeling libraies in Python -- Data analysis examples -- Advanced NumPy -- More on the IPython system.
"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"--Page 4 of cover.
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PUBLISHED
Sebastopol, CA : O'Reilly Media, Inc., October 2018.
Year Published: 2018
Description: xvi, 524 pages : illustrations ; 24 cm
Language: English
Format: Book
ISBN/STANDARD NUMBER
1491957662
9781491957660
SUBJECTS
Python (Computer program language)
Programming languages (Electronic computers)
Data mining.