diff --git a/R/plot_room_square.R b/R/plot_room_square.R
index f5b3ba3..dfe64cf 100644
--- a/R/plot_room_square.R
+++ b/R/plot_room_square.R
@@ -1,9 +1,6 @@
 plot_room_square <- function(R) {
-
-  n <- max(R$col) + 1
   
-  nf <- n_filled_cells(R)
-  v <- volume(R)
+  n <- max(R$col) + 1
   
   ggplot2::ggplot(data = R, ggplot2::aes(col, row)) +
     ggplot2::geom_tile(data = R %>% dplyr::filter(!is.na(first)), ggplot2::aes(fill = visit)) +
@@ -16,10 +13,20 @@ plot_room_square <- function(R) {
     ggplot2::theme(
       legend.position  = "none"
     ) +
-    ggplot2::scale_fill_gradient(limits = c(0, choose(n, 2)), low = "white", high = "blue") +
+    ggplot2::scale_fill_gradient(limits = c(0, choose(n, 2)), low = "white", high = "blue")
+}
+
+plot_room_square_labs <- function(R) {
+
+  n <- max(R$col) + 1
+  
+  nf <- n_filled_cells(R)
+  v <- volume(R)
+  
+  plot_room_square(R) +
     ggplot2::labs(
-      title = glue::glue("A maximal partial Room square of order {n}"),
-      subtitle = glue::glue("Number of filled cells: {nf}, Volume: {v}.")
-    )
+      caption = glue::glue("Order: {n}\nFilled cells: {nf}\nVolume: {v}")
+    ) +
+    ggplot2::theme(plot.caption = ggplot2::element_text(hjust = 0)) 
 
 }
\ No newline at end of file
diff --git a/README.Rmd b/README.Rmd
index e6d57ae..9c2edb3 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -4,6 +4,7 @@ author: Matthew Henderson
 output:
   github_document:
     toc: yes
+    toc_depth: 1
   html_document:
     toc: yes
 editor_options: 
@@ -69,8 +70,8 @@ of being a partial Room square
 will not be violated.
 
 ```{r greedy1_example_plot}
-R <- greedy1(8)
-plot_room_square(R)
+R <- greedy1(6)
+plot_room_square_labs(R)
 ```
 
 In this plot colour represents the order in which cells were filled.
@@ -81,6 +82,23 @@ The cells were filled in order from lightest to darkest.
 is_maximal_proom(R)
 ```
 
+## A few examples of maximal partial Room squares constructed with greedy1
+
+```{r greedy1_examples_1, echo=FALSE}
+library(patchwork)
+
+R1 <- greedy1(8)
+R2 <- greedy1(10)
+
+(plot_room_square_labs(R1) + plot_room_square_labs(R2))
+```
+
+```{r greedy1_examples_2, echo=FALSE}
+R3 <- greedy1(12)
+
+plot_room_square_labs(R3)
+```
+
 # II: greedy2
 
 `greedy2`
@@ -91,7 +109,7 @@ Room square are not violated.
 
 ```{r greedy2_example_plot}
 R <- greedy2(8)
-plot_room_square(R)
+plot_room_square_labs(R)
 ```
 
 Again colour represents order of filling, proceeding from lightest to darkest.
@@ -101,4 +119,19 @@ Again colour represents order of filling, proceeding from lightest to darkest.
 is_maximal_proom(R)
 ```
 
+## A few examples of maximal partial Room squares constructed with greedy2
+
+```{r greedy2_examples_1, echo=FALSE, fig.cap="Put a caption here"}
+R1 <- greedy2(8)
+R2 <- greedy2(10)
+
+(plot_room_square_labs(R1) + plot_room_square_labs(R2))
+```
+
+```{r greedy2_examples_2, echo=FALSE}
+R3 <- greedy2(12)
+
+plot_room_square_labs(R3)
+```
+
 # References
\ No newline at end of file
diff --git a/README.md b/README.md
index e7fab32..8c48bf8 100644
--- a/README.md
+++ b/README.md
@@ -18,8 +18,8 @@ available pair such that the conditions of being a partial Room square
 will not be violated.
 
 ``` r
-R <- greedy1(8)
-plot_room_square(R)
+R <- greedy1(6)
+plot_room_square_labs(R)
 ```
 
 ![](figure/greedy1_example_plot-1.png)<!-- -->
@@ -33,6 +33,12 @@ is_maximal_proom(R)
 #> [1] TRUE
 ```
 
+## A few examples of maximal partial Room squares constructed with greedy1
+
+![](figure/greedy1_examples_1-1.png)<!-- -->
+
+![](figure/greedy1_examples_2-1.png)<!-- -->
+
 # II: greedy2
 
 `greedy2` iterates through all pairs in order placing the next pair in
@@ -41,7 +47,7 @@ Room square are not violated.
 
 ``` r
 R <- greedy2(8)
-plot_room_square(R)
+plot_room_square_labs(R)
 ```
 
 ![](figure/greedy2_example_plot-1.png)<!-- -->
@@ -55,6 +61,12 @@ is_maximal_proom(R)
 #> [1] TRUE
 ```
 
+## A few examples of maximal partial Room squares constructed with greedy2
+
+![Put a caption here](figure/greedy2_examples_1-1.png)
+
+![](figure/greedy2_examples_2-1.png)<!-- -->
+
 # References
 
 <div id="refs" class="references csl-bib-body hanging-indent">
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