Python for Data Analysis
Agile Tools for Real World Data
| Price | $8.57 - $33.76
|
| Rating |  |
| Author | Wes McKinney |
| Publisher | O'Reilly Media |
| Published | 2012 |
| Pages | 472 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| 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.
- Wes McKinney (2 books)
5 5 3713
Similar Books
Python for Data Analysis, 3rd Edition
by Wes McKinney
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third 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 ...
Price: $34.96 | Publisher: O'Reilly Media | Release: 2022
Python for Data Analysis, 2nd Edition
by William McKinney
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, IP...
Price: $24.82 | Publisher: O'Reilly Media | Release: 2017
Learn Data Analysis with Python 
by A.J. Henley, Dave Wolf
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it.Each lesson is, as much...
Price: $17.96 | Publisher: Apress | Release: 2018
Python for Data Mining Quick Syntax Reference
by Valentina Porcu
Learn how to use Python and its structures, how to install Python, and which tools are best suited for data analyst work. This book provides you with a handy reference and tutorial on topics ranging from basic Python concepts through to data mining, manipulating and importing datasets, and data analysis.Python for Data Mining Quick Syntax...
Price: $23.88 | Publisher: Apress | Release: 2018
by Yuli Vasiliev
Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You'll learn how to write Python code to obtain, transform, and analyze ...
Price: $22.74 | Publisher: No Starch Press | Release: 2022
Clojure Data Analysis Cookbook
by Eric Rochester
Data is everywhere and it's increasingly important to be able to gain insights that we can act on. Using Clojure for data analysis and collection, this book will show you how to gain fresh insights and perspectives from your data with an essential collection of practical, structured recipes.The Clojure Data Analysis Cookbook - prese...
Price: $32.99 | Publisher: Packt Publishing | Release: 2013
T-SQL Window Functions, 2nd Edition
by Itzik Ben-Gan
Most T-SQL developers recognize the value of window functions for data analysis calculations. But they can do far more, and recent optimizations make them even more powerful. In T-SQL Window Functions, renowned T-SQL expert Itzik Ben-Gan introduces breakthrough techniques for using them to handle many common T-SQL querying tasks with unpr...
Price: $17.27 | Publisher: Microsoft Press | Release: 2019
by Silas Toms, Bill Parker
Integrating Python into your day-to-day ArcGIS work is highly recommended when dealing with large amounts of geospatial data. Python for ArcGIS Pro aims to help you get your work done faster, with greater repeatability and higher confidence in your results.Starting from programming basics and building in complexity, two experienced ArcGIS...
Price: $37.49 | Publisher: Packt Publishing | Release: 2022