Hands On Training

Data Visualization with lattice in R

via

DataCamp

Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Visualization is an essential part of interactive data analysis with R. However, traditional graphics (base) are not able to handle multivariate information. Trellis graphics is the natural successor to traditional graphics. It extends its simplicity to gracefully handle common multivariable data visualization tasks. This course introduces you to the lattice program. It implements Trellis graphic in R and demonstrates its basic usage.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

Data Visualization in R

What You Will Learn

Draw histograms, scatter plots, density plots, and box and whisker plots

Introduction to some basic plotting functions in lattice

Learn how to control and customize axis limits and visual appearance

Learn to use panel and prepanel functions to enhance existing displays or create new ones

Course Content

Expand all sections

Module 1: Basic plotting with lattice

Module 2: Conditioning and the formula interface

Module 3: Controlling scales and graphical parameters

Module 4: Customizing plots using panel functions

Course Instructors

Deepayan Sarkar

Member of R-Core & the creator of lattice

Deepayan is an Associate Professor at the Indian Statistical Institute, and a member of R-Core. He is the creator of the lattice package, and the author of the corresponding book Lattice - Multivariate Data Visualization with R.