Original PDF Ebook – Learning pandas – Second Edition2nd Edition – 9781787123137
Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery_x000D_About This Book_x000D_
Get comfortable using pandas and Python as an effective data exploration and analysis tool_x000D_
Explore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis process_x000D_
A comprehensive guide to pandas with many of clear and practical examples to help you get up and using pandas_x000D_
Who This Book Is For_x000D_
This book is ideal for data scientists, data analysts, Python programmers who want to plunge into data analysis using pandas, and anyone with a curiosity about analyzing data. Some knowledge of statistics and programming will be helpful to get the most out of this book but not strictly required. Prior exposure to pandas is also not required._x000D_
What You Will Learn_x000D_
Understand how data analysts and scientists think about of the processes of gathering and understanding data_x000D_
Learn how pandas can be used to support the end-to-end process of data analysis_x000D_
Use pandas Series and DataFrame objects to represent single and multivariate data_x000D_
Slicing and dicing data with pandas, as well as combining, grouping, and aggregating data from multiple sources_x000D_
How to access data from external sources such as files, databases, and web services_x000D_
Represent and manipulate time-series data and the many of the intricacies involved with this type of data_x000D_
How to visualize statistical information_x000D_
How to use pandas to solve several common data representation and analysis problems within finance
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