diff --git a/plotting/code/annotations.m b/plotting/code/annotations.m
new file mode 100644
index 0000000..e5723e0
--- /dev/null
+++ b/plotting/code/annotations.m
@@ -0,0 +1,20 @@
+time = 0.0:0.001:1.0;
+y = sin(2 * pi * 2 .* time);
+
+figure
+hold on
+set(gcf, 'Color', 'white', 'PaperUnit', 'centimeters', 'PaperSize', [4 4], ... 
+    'PaperPosition', [0 0 4 4])
+
+plot(time, y)
+plot([0.0 1.0], [0.0 0.0], '--', 'color','k', 'linewidth', 0.75)
+xlim([0, 1.0])
+ylim([-1.5 1.5])
+text(0.85, -1.2, 'a text', 'Fontsize', 7, 'Color', 'red')
+annotation('textarrow', [0.45 0.75], [0.2 0.225], 'String', 'look here', ...
+    'Fontsize', 7, 'HeadWidth', 2, 'HeadLength', 2);
+
+annotation('doublearrow', [0.22 0.62], [0.8 0.8], ...
+    'Head1Width', 2, 'Head1Length', 2, 'Head2Width', 2, 'Head2Length', 2);
+
+saveas(gcf, 'annotations', 'pdf')
diff --git a/plotting/lecture/images/annotations.pdf b/plotting/lecture/images/annotations.pdf
new file mode 100644
index 0000000..338abaa
Binary files /dev/null and b/plotting/lecture/images/annotations.pdf differ