000 | 01726nam a2200253 4500 | ||
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005 | 20240724105221.0 | ||
008 | 240724b |||||||| |||| 00| 0 eng d | ||
020 | _a9789355429827 (pbk.) | ||
020 | _a9789352134977 | ||
041 | _aeng | ||
082 | _b006.312 WIC | ||
100 |
_aWickham, Hadley _994849 |
||
245 |
_aR for data science : _bimport, tidy, transform, visualize, and model data / _cHadley Wickham; Garrett Grolemund. |
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250 | _a2nd ed. | ||
260 |
_aSebastopol : _bO'Reilly, _c2023. |
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300 |
_axxiii, 550 p. : _bill. ; _c23 cm. |
||
505 | _aPart 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. | ||
520 | _aThis book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience | ||
653 | _aData mining -- Computer programs. | ||
653 | _aInformation visualization -- Computer programs. | ||
653 | _aR (Computer program language) | ||
700 |
_aGrolemund, Garrett _994850 |
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942 | _2ddc | ||
999 |
_c270089 _d270089 |