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ONLINE COURSE – Introduction to Data Wrangling and Data Visualization using R (DWDV01)

4 October 2021 - 8 October 2021

£450

Course Overview:

In this course, we provide a comprehensive practical introduction to data wrangling and data visualization using R. In the coverage of data wrangling, we will cover tools provided by R’s tidyverse, including dplyr, tidyr, purrr, etc. We will cover how to read data of different types into R using readr and related packages, and then cover in detail all the dplyr tools such as select, filter, mutate, summarize, etc. We will also cover the pipe operator (%>%) to create data wrangling pipelines that take raw messy data on the one end and return cleaned tidy data on the other. We will also how to reshape data using pivots, and how to merge data sets using merge operations. For the topic of visualization, we provide a comprehensive introduction to data visualization in R using ggplot. We begin by covering the major types of plots for visualizing distributions of univariate data: histograms, density plots, barplots, and Tukey boxplots. In all of these cases, we will consider how to visualize multiple distributions simultaneously on the same plot using different colours and “facet” plots. We then turn to the visualization of bivariate data using scatterplots. Here, we will explore how to apply linear and nonlinear smoothing functions to the data, how to add marginal histograms to the scatterplot, add labels to points, and scale each point by the value of a third variable.

Intended Audience

This course is aimed at anyone who is involved in real world data analysis, where the raw data is messy and complex, and where understanding of the data and the models of the data require visualization. Data analysis of this kind is practiced widely throughout academic scientific research, as well as widely throughout the public and private sectors.

Venue – Delivered remotely

Time zone – EST

Availability – TBC

Duration – 5 days

Contact hours – Approx.

ECT’s – Equal to 1 ECT’s

Language – English

PLEASE READ – CANCELLATION POLICY: Cancellations are accepted up to 28 days before the course start date subject to a 25% cancellation fee. Cancellations later than this may be considered, contact oliverhooker@prstatistics.com. Failure to attend will result in the full cost of the course being charged.

Dr. Mark Andrews
Teaching Format
Course Programme

Details

Start:
4 October 2021
End:
8 October 2021
Cost:
£450
Event Category:

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DWDV01 COURSE ONLY
£ 450.00
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