1 Set up

1.1 1) Load packages

1.2 2) Import data

1.3 3) Data Wrangling

1.4 4) Theme James

2 Extra

2.1 Comments

2.1.1 ANOVA

## [1] "2019 0-5 cm aggregates"
## Type III Analysis of Variance Table with Satterthwaite's method
##           Sum Sq Mean Sq NumDF DenDF F value   Pr(>F)   
## treatment  2.802 0.93399     3    12  6.5894 0.007001 **
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## [1] "2019 5-15 cm aggregates"
## Type III Analysis of Variance Table with Satterthwaite's method
##           Sum Sq Mean Sq NumDF DenDF F value Pr(>F)  
## treatment 1.3802 0.46006     3    12  4.3983 0.0263 *
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## [1] "2014 0-5 cm aggregates"
## Type III Analysis of Variance Table with Satterthwaite's method
##            Sum Sq  Mean Sq NumDF DenDF F value  Pr(>F)  
## treatment 0.11818 0.039392     3     9  4.5892 0.03264 *
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## [1] "2014 5-15 cm aggregates"
## Type III Analysis of Variance Table with Satterthwaite's method
##              Sum Sq   Mean Sq NumDF DenDF F value Pr(>F)
## treatment 0.0077182 0.0025727     3     9  1.4286 0.2975

2.1.2 Stat

2.1.2.1 2019 0-5 cm

## [1] "2019 0-5 cm aggregates"

2.1.2.2 2019 5-15 cm

## [1] "2019 5-15 cm aggregates"

2.1.2.3 2014 0-5 cm

## [1] "2014 0-5 cm aggregates"

2.1.2.4 2014 5-15 cm

## [1] "2014 5-15 cm aggregates"

2.1.3 Join Graphs