Practical R 4: applying R to data manipulation, processing and integration
Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded in the fundamentals, the rest of P...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Berkeley, CA
Apress L.P.
2020
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484259467/?ar |
| Zusammenfassung: | Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded in the fundamentals, the rest of Practical R 4 dives into specific projects and examples starting with running and analyzing a survey using R and LimeSurvey. Next, you'll carry out advanced statistical analysis using R and MouselabWeb. Then, youll see how R can work for you without statistics, including how R can be used to automate data formatting, manipulation, reporting, and custom functions. The final part of this book discusses using R on a server; youll build a script with R that can run an RStudio Server and monitor a report source for changes to alert the user when something has changed. This project includes both regular email alerting and push notification. And, finally, youll use R to create a customized daily rundown report of a person's most important information such as a weather report, daily calendar, to-do's and more. This demonstrates how to automate such a process so that every morning, the user navigates to the same web page and gets the updated report. You will: Set up and run an R script, including installation on a new machine and downloading and configuring R Turn any machine into a powerful data analytics platform accessible from anywhere with RStudio Server Write basic R scripts and modify existing scripts to suit your own needs Create basic HTML reports in R, inserting information as needed Build a basic R package and distribute it. |
| Beschreibung: | Includes index. - Print version record |
| Umfang: | 1 Online-Ressource (323 Seiten) |
| ISBN: | 9781484259467 1484259467 |
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| spelling | Westfall, Jon VerfasserIn aut Practical R 4 applying R to data manipulation, processing and integration Jon Westfall Berkeley, CA Apress L.P. 2020 1 Online-Ressource (323 Seiten) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes index. - Print version record Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded in the fundamentals, the rest of Practical R 4 dives into specific projects and examples starting with running and analyzing a survey using R and LimeSurvey. Next, you'll carry out advanced statistical analysis using R and MouselabWeb. Then, youll see how R can work for you without statistics, including how R can be used to automate data formatting, manipulation, reporting, and custom functions. The final part of this book discusses using R on a server; youll build a script with R that can run an RStudio Server and monitor a report source for changes to alert the user when something has changed. This project includes both regular email alerting and push notification. And, finally, youll use R to create a customized daily rundown report of a person's most important information such as a weather report, daily calendar, to-do's and more. This demonstrates how to automate such a process so that every morning, the user navigates to the same web page and gets the updated report. You will: Set up and run an R script, including installation on a new machine and downloading and configuring R Turn any machine into a powerful data analytics platform accessible from anywhere with RStudio Server Write basic R scripts and modify existing scripts to suit your own needs Create basic HTML reports in R, inserting information as needed Build a basic R package and distribute it. R (Computer program language) R (Langage de programmation) Mathematical & statistical software Programming & scripting languages: general Computing & information technology Computers ; Mathematical & Statistical Software Computers ; Programming Languages ; General Computers ; General 9781484259450 Erscheint auch als Druck-Ausgabe 9781484259450 |
| spellingShingle | Westfall, Jon Practical R 4 applying R to data manipulation, processing and integration R (Computer program language) R (Langage de programmation) Mathematical & statistical software Programming & scripting languages: general Computing & information technology Computers ; Mathematical & Statistical Software Computers ; Programming Languages ; General Computers ; General |
| title | Practical R 4 applying R to data manipulation, processing and integration |
| title_auth | Practical R 4 applying R to data manipulation, processing and integration |
| title_exact_search | Practical R 4 applying R to data manipulation, processing and integration |
| title_full | Practical R 4 applying R to data manipulation, processing and integration Jon Westfall |
| title_fullStr | Practical R 4 applying R to data manipulation, processing and integration Jon Westfall |
| title_full_unstemmed | Practical R 4 applying R to data manipulation, processing and integration Jon Westfall |
| title_short | Practical R 4 |
| title_sort | practical r 4 applying r to data manipulation processing and integration |
| title_sub | applying R to data manipulation, processing and integration |
| topic | R (Computer program language) R (Langage de programmation) Mathematical & statistical software Programming & scripting languages: general Computing & information technology Computers ; Mathematical & Statistical Software Computers ; Programming Languages ; General Computers ; General |
| topic_facet | R (Computer program language) R (Langage de programmation) Mathematical & statistical software Programming & scripting languages: general Computing & information technology Computers ; Mathematical & Statistical Software Computers ; Programming Languages ; General Computers ; General |
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