diff --git a/module3/exo3/SARS-COV2.ipynb b/module3/exo3/SARS-COV2.ipynb
index 8f15f1016c16ddea4b6a17a255d6199b5c7e0a96..05874a89bd08bcc7939b0ac38ec67b65b7293011 100644
--- a/module3/exo3/SARS-COV2.ipynb
+++ b/module3/exo3/SARS-COV2.ipynb
@@ -4128,7 +4128,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f5920a0a9b0>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f2104b33898>"
       ]
      },
      "execution_count": 15,
@@ -4170,7 +4170,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f591e8bfcf8>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f21029e0198>"
       ]
      },
      "execution_count": 16,
@@ -6595,7 +6595,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f591e63d780>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f2102708518>"
       ]
      },
      "execution_count": 26,
@@ -6627,7 +6627,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f591e5896d8>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f21026a8978>"
       ]
      },
      "execution_count": 27,