Course Code: tidyverse
Duration: 7 hours
Prerequisites:
- No programming experience is necessary
Overview:
Audience
Format of the course
By the end of this training, participants will be able to:
In this instructor-led, live training, participants will learn how to manipulate and visualize data using the tools included in the Tidyverse.
The Tidyverse is a collection of versatile R packages for cleaning, processing, modeling, and visualizing data. Some of the packages included are: ggplot2, dplyr, tidyr, readr, purrr, and tibble.
- Beginners to the R language
- Beginners to data analysis and data visualization
- Part lecture, part discussion, exercises and heavy hands-on practice
- Perform data analysis and create appealing visualizations
- Draw useful conclusions from various datasets of sample data
- Filter, sort and summarize data to answer exploratory questions
- Turn processed data into informative line plots, bar plots, histograms
- Import and filter data from diverse data sources, including Excel, CSV, and SPSS files
Course Outline:
Closing remarks
Grouping and summarizing the data
Importing and filtering data
Introduction
Preparing the dataset
Setting up your working environment
Visualizing the data (graphs, scatter plots)
Visualizing the data (line plots, bar plots, histograms, boxplots)
Working with non-standard data
Wrangling the data
- Tydyverse vs traditional R plotting