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Mastering pandas

Mastering pandas - Second Edition

By : Kumar
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Mastering pandas

Mastering pandas

By: Kumar

Overview of this book

pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful data manipulation techniques in pandas to perform complex data analysis in various domains. An update to our highly successful previous edition with new features, examples, updated code, and more, this book is an in-depth guide to get the most out of pandas for data analysis. Designed for both intermediate users as well as seasoned practitioners, you will learn advanced data manipulation techniques, such as multi-indexing, modifying data structures, and sampling your data, which allow for powerful analysis and help you gain accurate insights from it. With the help of this book, you will apply pandas to different domains, such as Bayesian statistics, predictive analytics, and time series analysis using an example-based approach. And not just that; you will also learn how to prepare powerful, interactive business reports in pandas using the Jupyter notebook. By the end of this book, you will learn how to perform efficient data analysis using pandas on complex data, and become an expert data analyst or data scientist in the process.
Table of Contents (21 chapters)
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1
Section 1: Overview of Data Analysis and pandas
4
Section 2: Data Structures and I/O in pandas
7
Section 3: Mastering Different Data Operations in pandas
12
Section 4: Going a Step Beyond with pandas

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Pandas Cookbook
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ISBN: 978-1-78439-387-8

  • Master the fundamentals of pandas 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 direct hooks to matplotlib and seaborn

Hands-On Data Analysis with Pandas
Stefanie Molin

ISBN: 978-1-78961-532-6

  • Understand how data analysts and scientists...
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Mastering pandas
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