R for data science: (Record no. 23800)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02445nam a22002177a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789355429827 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | WIC |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Wickham, Hadley. |
| 245 ## - TITLE STATEMENT | |
| Title | R for data science: |
| Sub Title | import, tidy, transform, visualize, and model data/ |
| Statement of responsibility, etc | Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Sebastopol: |
| Name of publisher | O'Reilly, |
| Year of publication | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxiii, 550 pages; |
| Other physical details | Color Illustrations; |
| Dimensions | 23 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Data Visualization<br/>2. Workflow: Basics<br/>3. Data Transformation<br/>4. Workflow: Code Style<br/>5. Data Tidying<br/>6. Workflow: Scripts and Projects<br/>7. Data Import<br/>8. Workflow: Getting Help<br/>9. Layers<br/>10. Exploratory Data Analysis<br/>11. Communication<br/>12. Logical Vectors<br/>13. Numbers<br/>14. Strings<br/>15. Regular Expressions<br/>16. Factors<br/>17. Dates and Times<br/>18. Missing Values<br/>19. Joins<br/>20. Spreadsheets<br/>21. Databases<br/>22. Arrow<br/>23. Hierarchical Data<br/>24. Web Scraping<br/>25. Functions<br/>26. Iteration<br/>27. A Field Guide to Base R<br/>28. Quarto<br/>29. Quarto Formats<br/>29. Quarto Formats |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly.<br/><br/>You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Updated for the latest tidyverse features and best practices, new chapters show you how to get data from spreadsheets, databases, and websites. Exercises help you practice what you've learned along the way.<br/>You'll understand how to:<br/><br/>Visualize: Create plots for data exploration and communication of resultsTransform: Discover variable types and the tools to work with them<br/>Import: Get data into R and in a form convenient for analysis<br/>Program: Learn R tools for solving data problems with greater clarity and ease<br/>Communicate: Integrate prose, code, and results with Quarto |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | computer science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | data science techniques |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Author 2/ Editor | Rundel, Mine Çetinkaya |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Author 2/ Editor | Grolemund Garrett |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/12/2025 | Laxmi Book Distributors | 2400.00 | 29-04-2025 | 006.312 WIC | 49879 | 05/12/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/12/2025 | Laxmi Book Distributors | 2400.00 | 29-04-2025 | 006.312 WIC | 49880 | 05/12/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/12/2025 | Laxmi Book Distributors | 2400.00 | 29-04-2025 | 006.312 WIC | 49881 | 05/12/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/12/2025 | Laxmi Book Distributors | 2400.00 | 29-04-2025 | 006.312 WIC | 49882 | 05/12/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/12/2025 | Laxmi Book Distributors | 2400.00 | 29-04-2025 | 006.312 WIC | 49883 | 05/12/2025 | Books |
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