diff --git a/p2/res/autocorrelation_u.png b/p2/res/autocorrelation_u.png
index 2604e06..fcff879 100644
Binary files a/p2/res/autocorrelation_u.png and b/p2/res/autocorrelation_u.png differ
diff --git a/p2/res/autocorrelation_y.png b/p2/res/autocorrelation_y.png
index 9849f35..2cacbab 100644
Binary files a/p2/res/autocorrelation_y.png and b/p2/res/autocorrelation_y.png differ
diff --git a/p2/res/mutual_correlation_uy.png b/p2/res/mutual_correlation_uy.png
index e8a3ec5..0d74e06 100644
Binary files a/p2/res/mutual_correlation_uy.png and b/p2/res/mutual_correlation_uy.png differ
diff --git a/p2/res/mutual_correlation_yu.png b/p2/res/mutual_correlation_yu.png
index 96eba30..723ee50 100644
Binary files a/p2/res/mutual_correlation_yu.png and b/p2/res/mutual_correlation_yu.png differ
diff --git a/p2/visualise.py b/p2/visualise.py
index bf1e0af..bdc616f 100644
--- a/p2/visualise.py
+++ b/p2/visualise.py
@@ -58,7 +58,7 @@ plt.clf()
 acr=pd.read_csv('data/autocorrelation_u.csv')
 lp = sb.lineplot(data=acr, legend=False, linewidth=2.5)
 lp.set(
-		title='Autocorrelation U',
+		title='Autocorrelation of u (Ruu)',
 		xlabel='shift',
 		ylabel='Ruu',
 	)
@@ -70,7 +70,7 @@ plt.clf()
 acr=pd.read_csv('data/autocorrelation_y.csv')
 lp = sb.lineplot(data=acr, legend=False, linewidth=2.5)
 lp.set(
-		title='Autocorrelation Y',
+		title='Autocorrelation of y (Ryy)',
 		xlabel='shift',
 		ylabel='Ryy',
 	)
@@ -82,7 +82,7 @@ plt.clf()
 mcr=pd.read_csv('data/mutual_correlation_uy.csv')
 lp = sb.lineplot(data=mcr, legend=False, linewidth=2.5)
 lp.set(
-		title='Mutual correlation UY',
+		title='Mutual correlation of uy (Ruy)',
 		xlabel='shift',
 		ylabel='Ruy',
 	)
@@ -94,7 +94,7 @@ plt.clf()
 mcr=pd.read_csv('data/mutual_correlation_yu.csv')
 lp = sb.lineplot(data=mcr, legend=False, linewidth=2.5)
 lp.set(
-		title='Mutual correlation YU',
+		title='Mutual correlation of yu (Ryu)',
 		xlabel='shift',
 		ylabel='Ryu',
 	)