diff --git a/wk8/week8.tex b/wk8/week8.tex
index 1317cec..58350c9 100644
--- a/wk8/week8.tex
+++ b/wk8/week8.tex
@@ -47,7 +47,7 @@
 	The re-analysis is conducted on the data provided in the
 	paper\cite{dong2018methods}, using Python in conjunction with packages such as
 	pandas, matplotlib, numpy and seaborn, to process and visualise the data. As
-	aformentioned, only spatial data and the variables mentioned above are
+	aforementioned, only spatial data and the variables mentioned above are
 	considered, for the reference days and the change occuring Day 62 (day of
 	first socially disruptive event). The distribution of the difference between
 	the reference period and Day 62 is visualised by plotting a histogram for each