Sarah Lin, Dorris Scott

Hands-On Data Science for Librarians (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, machine learning, and others.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 200
• Erscheinungstermin: 9. Mai 2023
• Englisch
• ISBN-13: 9781000863093
• Artikelnr.: 67759564

Autorenporträt

Sarah Lin is the Senior Information & Content Architect at MongoDB.

Dorris Scott, PhD is the Academic Director of Data Studies at Washington University in St. Louis.

Inhaltsangabe

1. Introduction 2. Using RStudio's IDE 3. Tidying data with dplyr 4.
Visualizing your project with ggplot2 5. Webscraping with rvest 6. Mapping
with tmap 7. Textual Analysis with tidytext 8. Creating Dynamic Documents
with rmarkdown 9. Creating a flexdashboard 10. Creating an interactive
dashboard with shiny 11. Using tidymodels to Understand Machine Learning
12. Conclusion Appendix A. Dependencies Appendix B. Additional Skills

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1. Introduction 2. Using RStudio's IDE 3. Tidying data with dplyr 4. Visualizing your project with ggplot2 5. Webscraping with rvest 6. Mapping with tmap 7. Textual Analysis with tidytext 8. Creating Dynamic Documents with rmarkdown 9. Creating a flexdashboard 10. Creating an interactive dashboard with shiny 11. Using tidymodels to Understand Machine Learning 12. Conclusion Appendix A. Dependencies Appendix B. Additional Skills

Rezensionen

"Overall, the appearance will offer librarians fresh and thrilling perspectives within their field, leading to novel avenues of exploration and deepening one's grasp of library sciences. Additionally, it will shed light on how data science can infuse libraries with added significance and allure."

Firdous Ahmad Mala, Cluster University Srinagar, India, Technometrics, May 2024.