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Mastering Data analysis with R

You're reading from   Mastering Data analysis with R Gain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualization

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Product type Paperback
Published in Sep 2015
Publisher Packt
ISBN-13 9781783982028
Length 396 pages
Edition 1st Edition
Languages
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Author (1):
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Gergely Daróczi Gergely Daróczi
Author Profile Icon Gergely Daróczi
Gergely Daróczi
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Toc

Table of Contents (17) Chapters Close

Preface 1. Hello, Data! 2. Getting Data from the Web FREE CHAPTER 3. Filtering and Summarizing Data 4. Restructuring Data 5. Building Models (authored by Renata Nemeth and Gergely Toth) 6. Beyond the Linear Trend Line (authored by Renata Nemeth and Gergely Toth) 7. Unstructured Data 8. Polishing Data 9. From Big to Small Data 10. Classification and Clustering 11. Social Network Analysis of the R Ecosystem 12. Analyzing Time-series 13. Data Around Us 14. Analyzing the R Community A. References Index

Conventions

You will find a number of styles of text that distinguish between different kinds of information. Here are some examples of these styles, and an explanation of their meaning.

Function names, arguments, variables and other code reference in text are shown as follows: "The header argument of the read.big.matrix function defaults to FALSE."

Any command-line input or output that is shown in the R console is written as follows:

> set.seed(42)
> data.frame(
+   A = runif(2),
+   B = sample(letters, 2))
          A B
1 0.9148060 h
2 0.9370754 u

The > character represents the prompt, which means that the R console is waiting for commands to be evaluated. Multiline expressions start with the same symbol on the first line, but all other lines have a + sign at the beginning to show that the last R expression is not complete yet (for example, a closing parenthesis or a quote is missing). The output is returned without any extra leading character, with the same monospaced font style.

New terms and important words are shown in bold.

Note

Warnings or important notes appear in a box like this.

Tip

Tips and tricks appear like this.

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