R for data science: import, tidy, transform, visualize, and model data/ (Record no. 198798)
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| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781491910399 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352134977 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | WIC/R |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wickham, Hadley |
| 245 ## - TITLE STATEMENT | |
| Title | R for data science: import, tidy, transform, visualize, and model data/ |
| Statement of responsibility, etc. | Hadley Wickham and Garrett Grolemund |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Kolkata: |
| Name of publisher, distributor, etc. | Shroff Publishers, |
| Date of publication, distribution, etc. | 2018. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxv, 492 p. : |
| Other physical details | ill. ; |
| Dimensions | 23 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part I. Explore. <br/>Data visualization with ggplot2 --<br/>Workflow: basics --<br/>Data transformation with dplyr --<br/>Workflow: scripts --<br/>Exploratory data analysis --<br/>Workflow: projects --<br/>Part II. Wrangle. Tibbles with tibble --<br/>Data import with readr --<br/>Tidy data with tidyr --<br/>Relational data with dplyr --<br/>Strings with stringr --<br/>Factors with forcats --<br/>Dates and times with lubridate --<br/>Part III. Program. Pipes with magrittr --<br/>Functions --<br/>Vectors --<br/>Iteration with purrr --<br/>Part IV. Model. Model basics with modelr --<br/>Model building --<br/>Many models with purrr and broom --<br/>Part V. Communicate. R Markdown --<br/>Graphics for communication with ggplot2 --<br/>R Markdown formats --<br/>R Markdown workflow |
| 650 ## - SUBJECT | |
| Keyword | R (Computer program language) |
| 650 ## - SUBJECT | |
| Keyword | Big data |
| 650 ## - SUBJECT | |
| Keyword | Databases |
| 650 ## - SUBJECT | |
| Keyword | Electronic data processing |
| 650 ## - SUBJECT | |
| Keyword | Statistics--Data processing |
| 650 ## - SUBJECT | |
| Keyword | Computer science |
| 650 ## - SUBJECT | |
| Keyword | Data mining |
| 650 ## - SUBJECT | |
| Keyword | Information visualization |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Grolemund, Garrett |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession number | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 760.00 | 006.312 WIC/R | 48054 | 06/02/2020 | General Books |