diff --git a/module2/exo2/exercice_python_fr.org b/module2/exo2/exercice_python_fr.org
index 6cbf3c9b44683b1c7ad4a54e1d1191d74b6b536b..6aa9419b0edc212a069f56f91297ad10aeeddb5a 100644
--- a/module2/exo2/exercice_python_fr.org
+++ b/module2/exo2/exercice_python_fr.org
@@ -142,3 +142,41 @@ round(np.std(données, ddof=1), 2)
 
 #+RESULTS:
 : 4.33
+
+** Graphiques
+**** Séquence
+#+begin_src python :results file :session :exports source
+import matplotlib.pyplot as plt
+
+plt.figure(figsize=(5,5))
+plt.plot(données)
+plt.tight_layout()
+
+plt.savefig("sequence.png")
+#+end_src
+
+#+RESULTS:
+[[file:[<matplotlib.lines.Line2D object at 0x7fb614aa2df0>]]]
+[[file:[<matplotlib.lines.Line2D object at 0x7fb615067220>]]]
+[[file:[<matplotlib.lines.Line2D object at 0x7fb615613dc0>]]]
+[[file:[<matplotlib.lines.Line2D object at 0x7fb6159ccaf0>]]]
+
+
+[[sequence.png]]
+
+**** Histogramme
+#+begin_src python :results file :session :exports both
+
+plt.figure(figsize=(10,5))
+plt.hist(données)
+plt.tight_layout()
+
+plt.savefig("histogramme.png")
+#+end_src
+
+#+RESULTS:
+[[file:(array([ 4.,  3.,  5.,  9., 16., 20., 22.,  9.,  8.,  4.]), array([ 2.8 ,  4.86,  6.92,  8.98, 11.04, 13.1 , 15.16, 17.22, 19.28,
+       21.34, 23.4 ]), <a list of 10 Patch objects>)]]
+
+
+[[histogramme.png]]