Sarah Lin, Dorris Scott

Hands-On Data Science for Librarians

• Gebundenes Buch

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.

Produktdetails

• Verlag: Taylor and Francis
• Seitenzahl: 180
• Erscheinungstermin: 9. Mai 2023
• Englisch
• Abmessung: 234mm x 156mm x 13mm
• Gewicht: 463g
• ISBN-13: 9781032109992
• ISBN-10: 1032109998
• Artikelnr.: 67261256

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