CANCEL

Subscription

0

Cart

You have no products in your basket yet

Save more on your purchases!
Savings automatically calculated. No voucher code required

Account

eBook

Print

$54.99
Subscription

Free Trial

Renews at $19.99p/m
Download this book in **EPUB** and **PDF** formats

Access this title in our online reader with advanced features

- Use the power of pandas 0.20 to solve most complex scientific computing problems with ease
- Leverage fast, robust data structures in pandas 0.20 to gain useful insights from your data
- Practical, easy to implement recipes for quick solutions to common problems in data using pandas 0.20

This book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas 0.20. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way.
The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands like one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through practical situations that you are highly likely to encounter.
Many advanced recipes combine several different features across the pandas 0.20 library to generate results.

- Master the fundamentals of pandas 0.20 to quickly begin exploring any dataset
- Isolate any subset of data by properly selecting and querying the data
- Split data into independent groups before applying aggregations and transformations to each group
- Restructure data into tidy form to make data analysis and visualization easier
- Prepare real-world messy datasets for machine learning
- Combine and merge data from different sources through pandas SQL-like operations
- Utilize pandas unparalleled time series functionality
- Create beautiful and insightful visualizations through pandas 0.20 direct hooks to Matplotlib and Seaborn

Download this book in **EPUB** and **PDF** formats

Access this title in our online reader with advanced features

Publication date :
Oct 23, 2017

Length
532 pages

Edition :
1st Edition

Language :
English

ISBN-13 :
9781784393878

Category :

Languages :

Concepts :

Tools :

Total
$
84.97
123.97
39.00 saved

$29.99
~~$43.99~~

$29.99
~~$43.99~~

$24.99
~~$35.99~~

=

Total
$
84.97
123.97
39.00 saved

Preface

1. Pandas Foundations

2. Essential DataFrame Operations

3. Beginning Data Analysis

4. Selecting Subsets of Data

5. Boolean Indexing

6. Index Alignment

7. Grouping for Aggregation, Filtration, and Transformation

8. Restructuring Data into a Tidy Form

9. Combining Pandas Objects

10. Time Series Analysis

11. Visualization with Matplotlib, Pandas, and Seaborn

No reviews found

How do I buy and download an eBook?

How can I make a purchase on your website?

Where can I access support around an eBook?

What eBook formats do Packt support?

What are the benefits of eBooks?

What is an eBook?