Ph.D., Bradley C. Boehmke,
Data Wrangling with R
Part I. Introduction
1. The Role of Data Wrangling
Bradley C. Boehmke
2. Introduction to R
Bradley C. Boehmke
3. The Basics
Bradley C. Boehmke
Part II. Working with Different Types of Data in R
4. Dealing with Numbers
Bradley C. Boehmke
5. Dealing with Character Strings
Bradley C. Boehmke
6. Dealing with Regular Expressions
Bradley C. Boehmke
7. Dealing with Factors
Bradley C. Boehmke
8. Dealing with Dates
Bradley C. Boehmke
Part III. Managing Data Structures in R
9. Data Structure Basics
Bradley C. Boehmke
10. Managing Vectors
Bradley C. Boehmke
11. Managing Lists
Bradley C. Boehmke
12. Managing Matrices
Bradley C. Boehmke
13. Managing Data Frames
Bradley C. Boehmke
14. Dealing with Missing Values
Bradley C. Boehmke
Part IV. Importing, Scraping, and Exporting Data with R
15. Importing Data
Bradley C. Boehmke
16. Scraping Data
Bradley C. Boehmke
17. Exporting Data
Bradley C. Boehmke
Part V. Creating Efficient and Readable Code in R
18. Functions
Bradley C. Boehmke
19. Loop Control Statements
Bradley C. Boehmke
20. Simplify Your Code with %>%
Bradley C. Boehmke
Part VI. Shaping and Transforming Your Data with R
21. Reshaping Your Data with
Bradley C. Boehmke
22. Transforming Your Data with
Bradley C. Boehmke
Avainsanat: Statistics, Statistics and Computing/Statistics Programs, Statistical Theory and Methods, Data Structures, Big Data/Analytics, Visualization, Computer Graphics
- Tekijä(t)
- Ph.D., Bradley C. Boehmke,
- Julkaisija
- Springer
- Julkaisuvuosi
- 2016
- Kieli
- en
- Painos
- 1
- Sarja
- Use R!
- Sivumäärä
- 12 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319455990
- Painetun ISBN
- 978-3-319-45598-3