Week 9: Exploring data having a space and time context Part I

Main reference

brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R

Also see tsibble documentation.

What you will learn this week

  • What is exploratory temporal data analysis?
  • Using temporal objects in R: tsibble, and data wrangling
  • Calendar plots: arranging daily records into a calendar format
  • Visual inference for temporal data
  • tignostics: cognostics for temporal data
  • Exploring longitudinal data, with the brolgar package
  • Changing focus: swapping space and time
  • Inference for spatial trends
  • Working with spatial polygon data

Lecture slides

Worksheet instructions

Tutorial instructions