| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781491910399 ((paperback)) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1491910399 ((paperback)) |
| 029 0# - (OCLC) |
|---|
| OCLC library identifier |
DKDLA |
| System control number |
820030-katalog:2178260 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
AU@ |
| System control number |
000060540892 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DKDLA |
| System control number |
820010-katalog:6326279 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DKDLA |
| System control number |
800010-katalog:99122093450305763 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DKDLA |
| System control number |
800010-katalog:99122921341605763 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DKDLA |
| System control number |
800010-katalog:99122475140005763 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)993436997 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
AJMA |
| 050 14 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA276.45.R3 |
| Item number |
W53 2016 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 Wic |
| Item number |
6 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) |
|---|
| Classification number |
006.312 Wic |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wickham, Hadley |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
R for data science |
| Remainder of title |
import, tidy, transform, visualize, and model data |
| Statement of responsibility, etc |
Hadley Wickham and Garrett Grolemund |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Sebastopol, California |
| Name of publisher, distributor, etc |
O'Reilly Media, |
| Date of publication, distribution, etc |
2017 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxv, 492 pages |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
23 cm |
| Type of unit |
Hardback book. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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 |
| 520 8# - SUMMARY, ETC. |
|---|
| Summary, etc |
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"--Page 4 of cover |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
108964 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining |
| General subdivision |
Computer programs. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Information visualization |
| General subdivision |
Computer programs. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Databases. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Grolemund, Garrett |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
0 - 99 |