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Data wrangling with R

Data wrangling with R (Loan 3 times)

Material type
Personal Author
Boehmke, Bradley.
Title Statement
Data wrangling with R / Bradley C. Boehmke.
Publication, Distribution, etc
Cham :   Springer,   2016.  
Physical Medium
xii, 238 p. : ill. ; 24 cm.
Series Statement
Use R
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Mathematical statistics --Data processing.
000 00000nam u2200205 a 4500
001 000045894670
005 20170214113450
008 170210s2016 sz a b 001 0 eng d
020 ▼a 9783319455983
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 519.50285 ▼2 23
084 ▼a 519.50285 ▼2 DDCK
090 ▼a 519.50285 ▼b B671d
100 1 ▼a Boehmke, Bradley.
245 1 0 ▼a Data wrangling with R / ▼c Bradley C. Boehmke.
260 ▼a Cham : ▼b Springer, ▼c 2016.
300 ▼a xii, 238 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a Use R
504 ▼a Includes bibliographical references and index.
650 0 ▼a Mathematical statistics ▼x Data processing.
830 0 ▼a Use R.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 519.50285 B671d Accession No. 111767138 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

1. Preface 2. Introduction a. The Role of Data Wrangling i. Introduction to R 1. Open Source 2. Flexibility 3. Community ii. R Basics 1. Assignment & Evaluation 2. Vectorization 3. Getting help 4. Workspace 5. Working with packages 6. Style guide 3. Working with Different Types of Data in R a. Dealing with Numbers i. Integer vs. Double ii. Generating sequence of non-random numbers iii. Generating sequence of random numbers iv. Setting the seed for reproducible random numbers v. Comparing numeric values vi. Rounding numbers b. Dealing with Character Strings i. Character string basics ii. String manipulation with base R iii. String manipulation with stringr iv. Set operatons for character strings c. Dealing with Regular Expressions i. Regex Syntax ii. Regex Functions iii. Additional resources d. Dealing with Factors i. Creating, converting & inspecting factors ii. Ordering levels iii. Revalue levels iv. Dropping levels e. Dealing with Dates i. Getting current date & time ii. Converting strings to dates iii. Extract & manipulate parts of dates iv. Creating date sequences v. Calculations with dates vi. Dealing with time zones & daylight savings vii. Additional resources % i. Pipe (%%) Operator ii. Additional Functions iii. Additional Pipe Operators iv. Additional Resources 7. Shaping & Transforming Your Data with R a. Reshaping Your Data with tidyr i. Making wide data long ii. Making long data wide iii. Splitting a single column into multiple columns iv. Combining multiple columns into a single column v. Additional tidyr functions vi. Sequencing your tidyr operations vii. Additional resources b. Transforming Your Data with dplyr i. Selecting variables of interest ii. Filtering rows iii. Grouping data by categorical variables iv. Performing summary statistics on variables v. Arranging variables by value vi. Joining datasets vii. Creating new variables viii. Additional resources

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