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UID:20472-1712102400-1712361599@globalplantcouncil.org
SUMMARY:Data Manipulation with R Tidyverse
DESCRIPTION:This course will highlight useful tools of data manipulation from R’s Tidyverse suite of packages. The Tidyverse packages are built upon a philosophy of a tidy data structure: a rectangular (spreadsheet-like) data structure where each row is one observation\, each column is one variable\, and each cell contains one value. The Tidyverse packages follow a set of shared rules and share a common syntax style\, both designed to maximize code readability and reproducibility. \n\n\n\nThe emphasis of this short course will be on the core packages dplyr and tidyr in combination with packages specific to manipulating date-time data (lubridate)\, text data (stringr)\, and categorical data (forcats). Class exercises will provide practice restructuring data\, value replacement\, group operations\, and row- and column-wise functions. \nThe course content assumes some prior basic R experience and will require a current install of both R and RStudio. \n\n\n\n\n\n\n— \nThe Global Plant Council members are entitled to a 20% discount on course fees using the discount code: GC927384
URL:https://globalplantcouncil.org/event/data-manipulation-with-r-tidyverse/
LOCATION:Online
CATEGORIES:Bioinformatics,Other Skills
ATTACH;FMTTYPE=image/webp:https://globalplantcouncil.org/wp-content/uploads/2024/03/Course-Data-Manipulation-with-R-Tidyverse.webp
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DTSTART;VALUE=DATE:20240418
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UID:20483-1713398400-1713571199@globalplantcouncil.org
SUMMARY:Graphs with R’s ggplot
DESCRIPTION:In this two-day course\, students will learn to build and customize ggplot graphics.  The ggplot2 package is built upon the Grammar of Graphics of Leland Wilkenson.  Wilkenson described how all quantitative data visualizations share common component elements.  Learning this grammar enables efficient construction (or modification of) of professional graphics. \nThis course will teach the core elements (data\, aesthetics\, and geometries) as well as more advanced topics of information communication and styling (annotation\, themes\, and facets).  Class exercises will cover common visualization tasks such as rescaling axes\, managing legends\, reordering categories\, and highlighting data elements of special interest. \nStudents are encouraged to bring data and graph ideas based on their own work. The course content assumes some prior basic R experience and will require a current install of both R and RStudio. \nDr. Ashton Drew is owner of data consulting firm KDV Decision Analysis LLC and an R Studio Certified Tidyverse and Shiny instructor. \n\n— \n\nThe Global Plant Council members are entitled to a 20% discount on course fees using the discount code: GC927384
URL:https://globalplantcouncil.org/event/graphs-with-rs-ggplot/
LOCATION:Online
CATEGORIES:Bioinformatics
ATTACH;FMTTYPE=image/webp:https://globalplantcouncil.org/wp-content/uploads/2024/03/Short-course-Graphs-with-Rs-ggplot.webp
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