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题名/责任者:

R for data science = 数据科学 : R语言实现 / Hadley Wickham, Garrett Grolemund著.

出版发行项:

南京 : 东南大学出版社, 2017.

ISBN:

9787564173531

载体形态项:

xxv, 492 pages : illustrations (some color) ; 23 cm

变异题名:

数据科学 : R语言实现

个人责任者:

Wickham, Hadley, author.

附加个人名称:

Grolemund, Garrett, author.

论题主题:

R (Computer program language)

论题主题:

Data mining-Computer programs.

论题主题:

Information visualization-Computer programs.

论题主题:

Big data.

论题主题:

Databases.

中图法分类号:

TP312.8R

一般附注:

Includes index.

内容附注:

Part I. Explore. Data visualization with ggplot2 -- Workflow: basics -- Data transformation with dplyr -- Workflow: scripts -- Exploratory data analysis -- Workflow: projects -- Part II. Wrangle. Tibbles with tibble -- Data import with readr --Tidy data with tidyr -- Relational data with dplyr -- Strings with stringr -- Factors with forcats -- Dates and times with lubridate -- Part III. Program. Pipes with magrittr -- Functions -- Vectors -- Iteration with purrr -- Part IV. Model. Model basics with modelr -- Model building -- Many models with purrr and broom -- Part V. Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow.

原版附注:

Reprint. Originally published: Boston : O'Reilly Media., c2016. 9781491910399.

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