Text mining with R : a tidy approach (Record no. 44325)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01407cam a22002057i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781491981627 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789352135769 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.35 |
| Item number | SIL |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Silge, Julia, |
| 245 10 - TITLE STATEMENT | |
| Title | Text mining with R : a tidy approach |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Mumbai : |
| Name of publisher | Shroff Publishers, |
| Year of publication | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 178 pages : |
| Other physical details | illustrations ; |
| 500 ## - GENERAL NOTE | |
| General note | Originally published in Sebastopol, CA. by O'Reilly Media, |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Much of the data available today is unstructured and text-heavy, making it challenging for analysts to apply their usual data wrangling and visualization tools. With this practical book, you’ll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packages like ggraph and dplyr. You’ll learn how tidytext and other tidy tools in R can make text analysis easier and more effective. The authors demonstrate how treating text as data frames enables you to manipulate, summarize, and visualize characteristics of text. You’ll also learn how to integrate natural language processing (NLP) into effective workflows. Practical code examples and data explorations will help you generate real insights from literature, news, and social media |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Robinson, David |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Lending Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Main Library | Main Library | Stacks | 29/12/2017 | Purchased | 1344.00 | 006.35 SIL | 015588 | Lending Books |