lecture_lab05.qmd

---
title: "Lecture Lab 5"
author: "Leon Eyrich Jessen"
format:
  revealjs:
    embed-resources: true
    theme: moon
    slide-number: c/t
    width: 1600
    height: 900
    mainfont: avenir
    logo: images/r4bds_logo_small.png
    footer: "R for Bio Data Science"
---



<!--# ---------------------------------------------------------------------- -->
<!--# SLIDE ---------------------------------------------------------------- -->
<!--# ---------------------------------------------------------------------- -->
## Since...

- We today will be re-itering the first 4 labs with a slight add on

- and the materials covers what I would say

- and we have a really fun, but a tat long exercise ahead of us

- Today, will be a short intro!



<!--# ---------------------------------------------------------------------- -->
<!--# SLIDE ---------------------------------------------------------------- -->
<!--# ---------------------------------------------------------------------- -->
## The Components of a ggplot

![](images/vis_ggplot_components.png){fig-align="center" width=90%}



<!--# ---------------------------------------------------------------------- -->
<!--# SLIDE ---------------------------------------------------------------- -->
<!--# ---------------------------------------------------------------------- -->
## The Structure of Wide and Long Data

![](images/vis_wide_long_pivot.png){fig-align="center" width=90%}



<!--# ---------------------------------------------------------------------- -->
<!--# SLIDE ---------------------------------------------------------------- -->
<!--# ---------------------------------------------------------------------- -->
## The Structure of Joins

![](images/vis_joins.png){fig-align="center" width=90%}