000 02678cam a22004817i 4500
999 _c340538
_d340538
001 20146192
003 AT-ISTA
005 20210830091159.0
008 171117t20162017caua b 001 0 eng d
010 _a 2017300238
020 _a9781491910399 (softcover)
020 _a1491910364
035 _a(OCoLC)ocn968213225
040 _aJBL
_beng
_cJBL
_erda
_dORC
_dUKUOY
_dYDX
_dUKNRC
_dXII
_dACM
_dOCLCF
_dMFS
_dDLC
042 _alccopycat
050 0 0 _aQA276.45.R3
_bW53 2016
080 _a519.2
082 0 4 _a006.312
_223
100 1 _aWickham, Hadley,
_eauthor.
_96660
245 1 0 _aR for data science :
_bimport, tidy, transform, visualize, and model data /
_cHadley Wickham and Garrett Grolemund.
250 _aFirst edition.
264 1 _aSebastopol, CA :
_bO'Reilly,
_c2016.
264 4 _c2017
300 _axxv, 492 pages,
_billustrations (some color),
_c23 cm
336 _atext
_btxt
_2rdacontent
336 _astill image
_bsti
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _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 _a"This 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"--
_cProvided by publisher.
650 0 _aR (Computer program language)
_96661
650 0 _aData mining
_xComputer programs.
_96662
650 0 _aInformation visualization
_xComputer programs.
_96663
650 7 _aBig data.
_2fast
_0(OCoLC)fst01892965
_93758
650 7 _aDatabases.
_2fast
_0(OCoLC)fst00888065
_96664
650 7 _aElectronic data processing.
_2fast
_0(OCoLC)fst00906956
_96665
650 7 _aStatistics.
_2fast
_0(OCoLC)fst01132103
_92712
700 1 _aGrolemund, Garrett,
_eauthor.
_92616
906 _a7
_bcbc
_ccopycat
_d2
_encip
_f20
_gy-gencatlg
942 _2ddc