CRAN recipes: DPLYR, Stringr, Lubridate, and RegEx in R
Want to use the power of R sooner rather than later? Don't have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimu...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Berkeley, CA
Apress
2021
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484268766/?ar |
| Zusammenfassung: | Want to use the power of R sooner rather than later? Don't have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimum of complexity, each chapter provides the building blocks you need to fit R's astounding capabilities to your analytics, reporting, and visualization needs. CRAN Recipes recognizes how needless jargon and complexity get in your way. Busy professionals need simple examples and intuitive descriptions; side trips and meandering philosophical discussions are left for other books. Here R scripts are condensed, to the extent possible, to copy-paste-run format. Chapters and examples are structured to purpose rather than particular functions (e.g., "dirty data cleanup" rather than the R package name "janitor"). Everyday language eliminates the need to know functions/packages in advance. You will: Carry out input/output; visualizations; data munging; manipulations at the group level; and quick data exploration Handle forecasting (multivariate, time series, logistic regression, Facebook's Prophet, and others) Use text analytics; sampling; financial analysis; and advanced pattern matching (regex) Manipulate data using DPLYR: filter, sort, summarize, add new fields to datasets, and apply powerful IF functions Create combinations or subsets of files using joins Write efficient code using pipes to eliminate intermediate steps (MAGRITTR) Work with string/character manipulation of all types (STRINGR) Discover counts, patterns, and how to locate whole words Do wild-card matching, extraction, and invert-match Work with dates using LUBRIDATE Fix dirty data; attractive formatting; bad habits to avoid |
| Beschreibung: | Online resource; title from PDF title page (SpringerLink, viewed May 4, 2021) |
| Umfang: | 1 Online-Ressource (348 Seiten) |
| ISBN: | 9781484268766 1484268768 |
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| spelling | Yarberry, William VerfasserIn aut CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R William Yarberry Berkeley, CA Apress 2021 1 Online-Ressource (348 Seiten) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from PDF title page (SpringerLink, viewed May 4, 2021) Want to use the power of R sooner rather than later? Don't have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimum of complexity, each chapter provides the building blocks you need to fit R's astounding capabilities to your analytics, reporting, and visualization needs. CRAN Recipes recognizes how needless jargon and complexity get in your way. Busy professionals need simple examples and intuitive descriptions; side trips and meandering philosophical discussions are left for other books. Here R scripts are condensed, to the extent possible, to copy-paste-run format. Chapters and examples are structured to purpose rather than particular functions (e.g., "dirty data cleanup" rather than the R package name "janitor"). Everyday language eliminates the need to know functions/packages in advance. You will: Carry out input/output; visualizations; data munging; manipulations at the group level; and quick data exploration Handle forecasting (multivariate, time series, logistic regression, Facebook's Prophet, and others) Use text analytics; sampling; financial analysis; and advanced pattern matching (regex) Manipulate data using DPLYR: filter, sort, summarize, add new fields to datasets, and apply powerful IF functions Create combinations or subsets of files using joins Write efficient code using pipes to eliminate intermediate steps (MAGRITTR) Work with string/character manipulation of all types (STRINGR) Discover counts, patterns, and how to locate whole words Do wild-card matching, extraction, and invert-match Work with dates using LUBRIDATE Fix dirty data; attractive formatting; bad habits to avoid R (Computer program language) R (Langage de programmation) 9781484268759 Erscheint auch als Druck-Ausgabe 9781484268759 |
| spellingShingle | Yarberry, William CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R R (Computer program language) R (Langage de programmation) |
| title | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R |
| title_auth | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R |
| title_exact_search | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R |
| title_full | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R William Yarberry |
| title_fullStr | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R William Yarberry |
| title_full_unstemmed | CRAN recipes DPLYR, Stringr, Lubridate, and RegEx in R William Yarberry |
| title_short | CRAN recipes |
| title_sort | cran recipes dplyr stringr lubridate and regex in r |
| title_sub | DPLYR, Stringr, Lubridate, and RegEx in R |
| topic | R (Computer program language) R (Langage de programmation) |
| topic_facet | R (Computer program language) R (Langage de programmation) |
| work_keys_str_mv | AT yarberrywilliam cranrecipesdplyrstringrlubridateandregexinr |