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The Data Preparation Journey
- Finding Your Way with R
Engelsk
Bogcover for The Data Preparation Journey af Martin Hugh Monkman, 9781032189758
Specifikationer
Sprog:
Engelsk
Sider:
218
ISBN-13:
9781032189758
Indbinding:
Paperback
ISBN-10:
1032189754
Udg. Dato:
7 maj 2024
Størrelse i cm:
23,4 x 15,5 x 1,6
Oplagsdato:
7 maj 2024
Forfatter(e):

The Data Preparation Journey

- Finding Your Way with R
Engelsk
Paperback 2024
Format:

Bog beskrivelse

The Data Preparation Journey: Finding Your Way With R introduces the principles of data preparation within in a systematic approach that follows a typical data science or statistical workflow. With that context, readers will work through practical solutions to resolving problems in data using the statistical and data science programming language R. These solutions include examples of complex real-world data, adding greater context and exposing the reader to greater technical challenges. This book focuses on the Import to Tidy to Transform steps. It demonstrates how “Visualise” is an important part of Exploratory Data Analysis, a strategy for identifying potential problems with the data prior to cleaning.

This book is designed for readers with a working knowledge of data manipulation functions in R or other programming languages. It is suitable for academics for whom analyzing data is crucial, businesses who make decisions based on the insights gleaned from collecting data from customer interactions, and public servants who use data to inform policy and program decisions. The principles and practices described within The Data Preparation Journey apply regardless of the context.

Key Features:

  • Includes R package containing the code and data sets used in the book
  • Comprehensive examples of data preparation from a variety of disciplines
  • Defines the key principles of data preparation, from access to publication
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Specifikationer
Sprog:
Engelsk
Sider:
218
ISBN-13:
9781032189758
Indbinding:
Paperback
ISBN-10:
1032189754
Udg. Dato:
7 maj 2024
Størrelse i cm:
23,4 x 15,5 x 1,6
Oplagsdato:
7 maj 2024
Forfatter(e):
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