diff --git a/summary-manchester.org b/summary-manchester.org
index 86a0038..d102242 100644
--- a/summary-manchester.org
+++ b/summary-manchester.org
@@ -53,6 +53,7 @@ this up would take to long, for little gain.
 | Right Move     |      121 |     1204 | £275–£1500   |      945 |     1495 |
 | Spare Room     |      647 |      589 | £100–£1260   |      300 |     1260 |
 | Ideal Flatmate |       17 |      714 | £200–£1200   |      480 |      956 |
+| Roomies        |       16 |      641 | £0–£1200     |      400 |     1000 |
 |                |          |          |              |          |          |
 
 #+begin_src lisp :var table=manc-avg-rent :results output raw
@@ -74,16 +75,16 @@ this up would take to long, for little gain.
 [[file:working-data/manc-avg-rent-feb-2024.csv]]
 
 #+begin_src lisp :results file
-  (let* ((values (lisp-stat:plist-df `(:x-axis #("Right Move" "Spare Room" "Ideal Flatmate")
-                                       :y-axis #(1204 589 714)))))
+  (let* ((values (lisp-stat:plist-df `(:x-axis #("Right Move" "Spare Room" "Ideal Flatmate" "Roomies")
+                                       :y-axis #(1204 589 714 641)))))
     (vega:defplot manc-avg-rent
-      `(:title "Average Rent Rates Manchester Feb. 2024"
+      `(:title "Monthly Average Rent Rates (Bills Inc.) Manchester Feb. 2024"
         :mark :bar
         :width 600
         :height 600
         :data ,values
         :encoding (:x (:field :x-axis :title "Company" :type :nominal :axis ("labelAngle" 0))
-                   :y (:field :y-axis :title "Rent Average (£)" :type :quantitative)
+                   :y (:field :y-axis :title "Rent (£)" :type :quantitative)
                    :tooltip (:field :y-axis))))
     (vega:write-html manc-avg-rent "renders/manc-rent-averages-feb-2024.html"))
 #+end_src
@@ -91,4 +92,14 @@ this up would take to long, for little gain.
 #+RESULTS:
 [[file:renders/manc-rent-averages-feb-2024.html]]
 
+To save time, copying and pasting over the PNG file, just run this. Make sure
+the HTML version of the chart saves the exported PNG file to your =~/Downloads/=
+directory.
+
+#+begin_src shell
+  mv ~/Downloads/visualization.png ./renders/manc-rent-averages-feb-2024.png
+#+end_src
+
+#+RESULTS:
+
 [[file:./renders/manc-rent-averages-feb-2024.png]]