diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb
index 27ecaf9661cabfbea6cf7d2ee352bc6aa9737670..d3973c006f6091d14e68e6f9dde6a007519668aa 100644
--- a/module3/exo1/analyse-syndrome-grippal.ipynb
+++ b/module3/exo1/analyse-syndrome-grippal.ipynb
@@ -2214,7 +2214,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fdcd58c7160>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fddc753ce10>"
       ]
      },
      "execution_count": 8,
@@ -2253,7 +2253,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fdcd341eb70>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fddc5400908>"
       ]
      },
      "execution_count": 9,
@@ -2357,7 +2357,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fdcd334c320>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fddc532e3c8>"
       ]
      },
      "execution_count": 12,
@@ -2458,7 +2458,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fdcd332a048>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fddc530cba8>"
       ]
      },
      "execution_count": 14,