diff --git a/module3/exo3/_minted-exercice_R_en/00CED2E8E1398BB9B3D3E9837D2E642D90AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/00CED2E8E1398BB9B3D3E9837D2E642D90AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index af2f5e9c71b3120819c7cf90769acd3258e17c19..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/00CED2E8E1398BB9B3D3E9837D2E642D90AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,3 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{extracted\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{l+m+mi}{1}\PYG{p}{:]} \PYG{o}{=} \PYG{p}{[}\PYG{n}{datetime}\PYG{o}{.}\PYG{n}{datetime}\PYG{o}{.}\PYG{n}{strptime}\PYG{p}{(}\PYG{n}{date}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}\PYGZpc{}m/}\PYG{l+s+si}{\PYGZpc{}d}\PYG{l+s+s2}{/\PYGZpc{}y\PYGZdq{}}\PYG{p}{)} \PYG{k}{for} \PYG{n}{date} \PYG{o+ow}{in} \PYG{n}{extracted\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{l+m+mi}{1}\PYG{p}{:]]}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/1973C94197001CA69F2F4EB5512E2A2DE36E7B2C8D886207B0A18BA1065D30A3.pygtex b/module3/exo3/_minted-exercice_R_en/1973C94197001CA69F2F4EB5512E2A2DE36E7B2C8D886207B0A18BA1065D30A3.pygtex
deleted file mode 100644
index a3fd5f502c1cb70bcaceb5647b45d58d709706eb..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/1973C94197001CA69F2F4EB5512E2A2DE36E7B2C8D886207B0A18BA1065D30A3.pygtex
+++ /dev/null
@@ -1,4 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{data}\PYG{o}{\PYGZdl{}}\PYG{n}{Date} \PYG{o}{\PYGZlt{}\PYGZhy{}} \PYG{n+nf}{as.Date}\PYG{p}{(}\PYG{n}{data}\PYG{o}{\PYGZdl{}}\PYG{n}{Date}\PYG{p}{)}
-\PYG{n+nf}{summary}\PYG{p}{(}\PYG{n}{data}\PYG{p}{)}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/1E9B812903B722A26DC5A008EE67FDC290AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/1E9B812903B722A26DC5A008EE67FDC290AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index 93d5ccdc98df568bb49cb2dbf006f80ca96547c8..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/1E9B812903B722A26DC5A008EE67FDC290AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,5 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{k+kn}{import} \PYG{n+nn}{sys}
-\PYG{k}{if} \PYG{n}{sys}\PYG{o}{.}\PYG{n}{version\PYGZus{}info}\PYG{o}{.}\PYG{n}{major} \PYG{o}{\PYGZlt{}} \PYG{l+m+mi}{3} \PYG{o+ow}{or} \PYG{n}{sys}\PYG{o}{.}\PYG{n}{version\PYGZus{}info}\PYG{o}{.}\PYG{n}{minor} \PYG{o}{\PYGZlt{}} \PYG{l+m+mi}{6}\PYG{p}{:}
-    \PYG{n+nb}{print}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{}Please use Python 3.6 (or higher)!\PYGZdq{}}\PYG{p}{)}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/61C9C811EFFF8966608130E9B3ECE76690AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/61C9C811EFFF8966608130E9B3ECE76690AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index 681e2a9ac3040a9765555ace9a233a207c78a798..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/61C9C811EFFF8966608130E9B3ECE76690AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,3 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{p}{[}\PYG{n}{flipped\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{],} \PYG{k+kc}{None}\PYG{p}{]} \PYG{o}{+} \PYG{n}{flipped\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{:]}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/97EB0B5EECE39484A8D3EDA779BF273C30332BB74E97A4D20FDB171C0EFB01F5.pygtex b/module3/exo3/_minted-exercice_R_en/97EB0B5EECE39484A8D3EDA779BF273C30332BB74E97A4D20FDB171C0EFB01F5.pygtex
deleted file mode 100644
index 0d3ad078ad5d7cf0a7ca249fd1eb152d4508945a..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/97EB0B5EECE39484A8D3EDA779BF273C30332BB74E97A4D20FDB171C0EFB01F5.pygtex
+++ /dev/null
@@ -1,7 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{p}{(}\PYG{n+nb}{unless} \PYG{p}{(}\PYG{n+nb}{featurep} \PYG{l+s+ss}{\PYGZsq{}ob\PYGZhy{}python}\PYG{p}{)}
-  \PYG{p}{(}\PYG{n+nf}{print} \PYG{l+s}{\PYGZdq{}Please activate python in org\PYGZhy{}babel (org\PYGZhy{}babel\PYGZhy{}do\PYGZhy{}lnaguages)!\PYGZdq{}}\PYG{p}{))}
-
-\PYG{p}{(}\PYG{n+nb}{unless} \PYG{p}{(}\PYG{n+nb}{featurep} \PYG{l+s+ss}{\PYGZsq{}ob\PYGZhy{}R}\PYG{p}{)}
-  \PYG{p}{(}\PYG{n+nf}{print} \PYG{l+s}{\PYGZdq{}Please activate R in org\PYGZhy{}babel (org\PYGZhy{}babel\PYGZhy{}do\PYGZhy{}lnaguages)!\PYGZdq{}}\PYG{p}{))}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/9909A0B413854E5E7EEA7260BBC6BB6B90AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/9909A0B413854E5E7EEA7260BBC6BB6B90AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index c15ba3fb116328680e9a3d762f815bfece89dbbb..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/9909A0B413854E5E7EEA7260BBC6BB6B90AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,43 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{target\PYGZus{}countries} \PYG{o}{=} \PYG{p}{[}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Belgium\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{l+s+s2}{\PYGZdq{}Hong Kong\PYGZdq{}}\PYG{p}{,} \PYG{k+kc}{None}\PYG{p}{],}
-    \PYG{p}{[}\PYG{l+s+s2}{\PYGZdq{}Hong Kong\PYGZdq{}}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}China\PYGZdq{}}\PYG{p}{],} \PYG{c+c1}{\PYGZsh{} China without Hong Kong}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}France\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Germany\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Iran\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Italy\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Japan\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}South Korea\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}Netherlands\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}United Kingdom\PYGZdq{}}\PYG{p}{],}
-    \PYG{p}{[}\PYG{k+kc}{None}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}US\PYGZdq{}}\PYG{p}{]}
-\PYG{p}{]}
-
-\PYG{k}{def} \PYG{n+nf}{is\PYGZus{}target\PYGZus{}country}\PYG{p}{(}\PYG{n}{province}\PYG{p}{,} \PYG{n}{country}\PYG{p}{):}
-    \PYG{n}{specific\PYGZus{}province} \PYG{o}{=} \PYG{k}{lambda} \PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{:} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o}{==} \PYG{n}{p} \PYG{o+ow}{and} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]} \PYG{o+ow}{is} \PYG{k+kc}{None}
-    \PYG{n}{without\PYGZus{}specific\PYGZus{}province} \PYG{o}{=} \PYG{k}{lambda} \PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{:} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o+ow}{is} \PYG{o+ow}{not} \PYG{k+kc}{None} \PYG{o+ow}{and} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o}{!=} \PYG{n}{p} \PYG{o+ow}{and} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]} \PYG{o}{==} \PYG{n}{c}
-    \PYG{n}{without\PYGZus{}provinces} \PYG{o}{=} \PYG{k}{lambda} \PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{:} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o+ow}{is} \PYG{k+kc}{None} \PYG{o+ow}{and} \PYG{n}{p} \PYG{o}{==} \PYG{l+s+s2}{\PYGZdq{}\PYGZdq{}} \PYG{o+ow}{and} \PYG{n}{t}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]} \PYG{o}{==} \PYG{n}{c}
-    \PYG{n}{check} \PYG{o}{=} \PYG{k}{lambda} \PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{:} \PYG{n}{specific\PYGZus{}province}\PYG{p}{(}\PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{)} \PYG{o+ow}{or} \PYG{n}{without\PYGZus{}specific\PYGZus{}province}\PYG{p}{(}\PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{)} \PYG{o+ow}{or} \PYG{n}{without\PYGZus{}provinces}\PYG{p}{(}\PYG{n}{t}\PYG{p}{,} \PYG{n}{p}\PYG{p}{,} \PYG{n}{c}\PYG{p}{)}
-    \PYG{n}{res} \PYG{o}{=} \PYG{p}{[}\PYG{n}{check}\PYG{p}{(}\PYG{n}{target}\PYG{p}{,} \PYG{n}{province}\PYG{p}{,} \PYG{n}{country}\PYG{p}{)} \PYG{k}{for} \PYG{n}{target} \PYG{o+ow}{in} \PYG{n}{target\PYGZus{}countries}\PYG{p}{]}
-    \PYG{k}{return} \PYG{n+nb}{any}\PYG{p}{(}\PYG{n}{res}\PYG{p}{)}
-
-\PYG{n}{extracted\PYGZus{}data} \PYG{o}{=} \PYG{p}{[]}
-\PYG{n}{extracted\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{([}\PYG{n}{data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{l+m+mi}{1}\PYG{p}{]]} \PYG{o}{+} \PYG{n}{data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{l+m+mi}{4}\PYG{p}{:])}
-
-\PYG{k}{for} \PYG{n}{row} \PYG{o+ow}{in} \PYG{n}{valid\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{:]:}
-    \PYG{k}{if} \PYG{l+s+s2}{\PYGZdq{}Korea\PYGZdq{}} \PYG{o+ow}{in} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]:}
-	\PYG{n+nb}{print}\PYG{p}{(}\PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{])}
-    \PYG{k}{if} \PYG{n}{is\PYGZus{}target\PYGZus{}country}\PYG{p}{(}\PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{],} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]):}
-	\PYG{c+c1}{\PYGZsh{} print(row[0])}
-	\PYG{k}{if} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o}{==} \PYG{l+s+s2}{\PYGZdq{}Hong Kong\PYGZdq{}}\PYG{p}{:}
-	    \PYG{n}{extracted\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{([}\PYG{l+s+s2}{\PYGZdq{}Hong Kong\PYGZdq{}}\PYG{p}{]} \PYG{o}{+} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{4}\PYG{p}{:])}
-	\PYG{k}{elif} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]} \PYG{o}{==} \PYG{l+s+s2}{\PYGZdq{}China\PYGZdq{}}\PYG{p}{:}
-	    \PYG{k}{try}\PYG{p}{:}
-		\PYG{n}{idx} \PYG{o}{=} \PYG{p}{[}\PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{k}{for} \PYG{n}{row} \PYG{o+ow}{in} \PYG{n}{extracted\PYGZus{}data}\PYG{p}{]}\PYG{o}{.}\PYG{n}{index}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{}China\PYGZdq{}}\PYG{p}{)}
-		\PYG{n}{extracted\PYGZus{}data}\PYG{p}{[}\PYG{n}{idx}\PYG{p}{][}\PYG{l+m+mi}{1}\PYG{p}{:]} \PYG{o}{=} \PYG{p}{[}\PYG{n+nb}{int}\PYG{p}{(}\PYG{n}{a}\PYG{p}{)} \PYG{o}{+} \PYG{n+nb}{int}\PYG{p}{(}\PYG{n}{b}\PYG{p}{)} \PYG{k}{for} \PYG{n}{a}\PYG{p}{,} \PYG{n}{b} \PYG{o+ow}{in} \PYG{n+nb}{zip}\PYG{p}{(}\PYG{n}{extracted\PYGZus{}data}\PYG{p}{[}\PYG{o}{\PYGZhy{}}\PYG{l+m+mi}{1}\PYG{p}{][}\PYG{l+m+mi}{1}\PYG{p}{:],} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{4}\PYG{p}{:])]}
-	    \PYG{k}{except} \PYG{n+ne}{ValueError}\PYG{p}{:}
-		\PYG{n}{extracted\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{([}\PYG{l+s+s2}{\PYGZdq{}China\PYGZdq{}}\PYG{p}{]} \PYG{o}{+} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{4}\PYG{p}{:])}
-	\PYG{k}{else}\PYG{p}{:}
-	    \PYG{n}{extracted\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{([}\PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{]]} \PYG{o}{+} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{4}\PYG{p}{:])}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/A3AE5B661045164799DE417D5E4BBA44E36E7B2C8D886207B0A18BA1065D30A3.pygtex b/module3/exo3/_minted-exercice_R_en/A3AE5B661045164799DE417D5E4BBA44E36E7B2C8D886207B0A18BA1065D30A3.pygtex
deleted file mode 100644
index db77b00aacdf0f2dd8cfc8cb7995e200a32b6395..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/A3AE5B661045164799DE417D5E4BBA44E36E7B2C8D886207B0A18BA1065D30A3.pygtex
+++ /dev/null
@@ -1,27 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n+nf}{library}\PYG{p}{(}\PYG{n}{tidyverse}\PYG{p}{)}
-\PYG{n+nf}{library}\PYG{p}{(}\PYG{n}{ggrepel}\PYG{p}{)}
-\PYG{n+nf}{library}\PYG{p}{(}\PYG{n}{scales}\PYG{p}{)}
-
-\PYG{n}{last\PYGZus{}date} \PYG{o}{\PYGZlt{}\PYGZhy{}} \PYG{n}{data} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{gather}\PYG{p}{(}\PYG{n}{Country}\PYG{p}{,} \PYG{n}{Cases}\PYG{p}{,} \PYG{n}{Belgium}\PYG{o}{:}\PYG{n}{UnitedKingdom}\PYG{p}{)} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n}{dplyr}\PYG{o}{::}\PYG{n+nf}{filter}\PYG{p}{(}\PYG{n}{Date} \PYG{o}{==} \PYG{n+nf}{tail}\PYG{p}{(}\PYG{n}{data}\PYG{o}{\PYGZdl{}}\PYG{n}{Date}\PYG{p}{,} \PYG{l+m}{1}\PYG{p}{),} \PYG{n}{Country} \PYG{o}{\PYGZpc{}in\PYGZpc{}} \PYG{n+nf}{c}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}US\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}France\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}Germany\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}China\PYGZdq{}}\PYG{p}{))}
-
-\PYG{c+c1}{\PYGZsh{} Color\PYGZhy{}blind friendly palette taken from}
-\PYG{c+c1}{\PYGZsh{} https://bconnelly.net/posts/creating\PYGZus{}colorblind\PYGZhy{}friendly\PYGZus{}figures/}
-\PYG{c+c1}{\PYGZsh{} with added grayscale values}
-\PYG{n}{palette} \PYG{o}{\PYGZlt{}\PYGZhy{}} \PYG{n+nf}{c}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}\PYGZsh{}000000\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}E69F00\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}56B4E9\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}009E73\PYGZdq{}}\PYG{p}{,}
-	     \PYG{l+s}{\PYGZdq{}\PYGZsh{}292929\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}555555\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}999999\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}BBBBBB\PYGZdq{}}\PYG{p}{,}
-	     \PYG{l+s}{\PYGZdq{}\PYGZsh{}F0E442\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}0072B2\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}D55E00\PYGZdq{}}\PYG{p}{,} \PYG{l+s}{\PYGZdq{}\PYGZsh{}CC79A7\PYGZdq{}}\PYG{p}{)}
-
-\PYG{n}{data} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{gather}\PYG{p}{(}\PYG{n}{Country}\PYG{p}{,} \PYG{n}{Cases}\PYG{p}{,} \PYG{n}{Belgium}\PYG{o}{:}\PYG{n}{UnitedKingdom}\PYG{p}{)} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{ggplot}\PYG{p}{(}\PYG{n+nf}{aes}\PYG{p}{(}\PYG{n}{x}\PYG{o}{=}\PYG{n}{Date}\PYG{p}{,} \PYG{n}{y}\PYG{o}{=}\PYG{n}{Cases}\PYG{p}{,} \PYG{n}{colour}\PYG{o}{=}\PYG{n}{Country}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{geom\PYGZus{}line}\PYG{p}{()} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}x\PYGZus{}date}\PYG{p}{(}\PYG{n}{breaks} \PYG{o}{=} \PYG{n+nf}{pretty\PYGZus{}breaks}\PYG{p}{(}\PYG{l+m}{8}\PYG{p}{),} \PYG{n}{labels} \PYG{o}{=} \PYG{n+nf}{date\PYGZus{}format}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}\PYGZpc{}b \PYGZpc{}Y\PYGZdq{}}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}color\PYGZus{}manual}\PYG{p}{(}\PYG{n}{values}\PYG{o}{=}\PYG{n}{palette}\PYG{p}{)} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}y\PYGZus{}continuous}\PYG{p}{(}\PYG{n}{labels} \PYG{o}{=} \PYG{n+nf}{comma\PYGZus{}format}\PYG{p}{(),} \PYG{n}{breaks} \PYG{o}{=} \PYG{n+nf}{pretty\PYGZus{}breaks}\PYG{p}{(}\PYG{l+m}{8}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{geom\PYGZus{}text\PYGZus{}repel}\PYG{p}{(}\PYG{n}{data}\PYG{o}{=}\PYG{n}{last\PYGZus{}date}\PYG{p}{,} \PYG{n+nf}{aes}\PYG{p}{(}\PYG{n}{label} \PYG{o}{=} \PYG{n}{Country}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{ggtitle}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}Cumulative confirmed cases of Covid\PYGZhy{}19\PYGZdq{}}\PYG{p}{,} \PYG{n}{subtitle}\PYG{o}{=}\PYG{l+s}{\PYGZdq{}In selected countries since the beginning of 2020\PYGZdq{}}\PYG{p}{)} \PYG{o}{+}
-  \PYG{n+nf}{theme\PYGZus{}bw}\PYG{p}{()}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/B99FD72F34E3FE085DF64C34D79C004A90AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/B99FD72F34E3FE085DF64C34D79C004A90AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index 798c3c91c4554e3545867507c42b7aa628eb55fd..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/B99FD72F34E3FE085DF64C34D79C004A90AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,5 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{flipped\PYGZus{}data} \PYG{o}{=} \PYG{p}{[[}\PYG{n+nb}{str}\PYG{p}{(}\PYG{n}{row}\PYG{p}{[}\PYG{n}{i}\PYG{p}{])} \PYG{k}{for} \PYG{n}{row} \PYG{o+ow}{in} \PYG{n}{extracted\PYGZus{}data}\PYG{p}{]} \PYG{k}{for} \PYG{n}{i} \PYG{o+ow}{in} \PYG{n+nb}{range}\PYG{p}{(}\PYG{l+m+mi}{0}\PYG{p}{,} \PYG{n+nb}{len}\PYG{p}{(}\PYG{n}{extracted\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]))]}
-\PYG{n}{flipped\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o}{=} \PYG{l+s+s2}{\PYGZdq{}Date\PYGZdq{}}
-\PYG{n}{flipped\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]} \PYG{o}{=} \PYG{p}{[}\PYG{n}{s}\PYG{o}{.}\PYG{n}{replace}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{} \PYGZdq{}}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}\PYGZdq{}}\PYG{p}{)} \PYG{k}{for} \PYG{n}{s} \PYG{o+ow}{in} \PYG{n}{flipped\PYGZus{}data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{]]}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/BA7101633D4DEEC096F5E438CBE00111E36E7B2C8D886207B0A18BA1065D30A3.pygtex b/module3/exo3/_minted-exercice_R_en/BA7101633D4DEEC096F5E438CBE00111E36E7B2C8D886207B0A18BA1065D30A3.pygtex
deleted file mode 100644
index 023fcd71137254f15793710ec7501bc0bdf23cba..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/BA7101633D4DEEC096F5E438CBE00111E36E7B2C8D886207B0A18BA1065D30A3.pygtex
+++ /dev/null
@@ -1,4 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n+nf}{plot}\PYG{p}{(}\PYG{n}{data}\PYG{p}{[,}\PYG{l+s}{\PYGZsq{}Date\PYGZsq{}}\PYG{p}{],} \PYG{n}{data}\PYG{p}{[,}\PYG{l+s}{\PYGZsq{}France\PYGZsq{}}\PYG{p}{],} \PYG{n}{xlab}\PYG{o}{=}\PYG{l+s}{\PYGZdq{}Date\PYGZdq{}}\PYG{p}{,}
-     \PYG{n}{ylab}\PYG{o}{=}\PYG{l+s}{\PYGZdq{}Confirmed cases in Metropolitan France, cumulative\PYGZdq{}}\PYG{p}{)}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/C53AECC732D77D7C3BBE75E369D44F2090AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/C53AECC732D77D7C3BBE75E369D44F2090AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index 9f55a5b2e9f9a29c5f03081ba14e137133256367..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/C53AECC732D77D7C3BBE75E369D44F2090AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,45 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{k+kn}{from} \PYG{n+nn}{urllib.request} \PYG{k+kn}{import} \PYG{n}{urlopen}
-\PYG{k+kn}{import} \PYG{n+nn}{datetime}
-
-\PYG{n}{temp\PYGZus{}file\PYGZus{}name} \PYG{o}{=} \PYG{l+s+s1}{\PYGZsq{}data.csv\PYGZsq{}}
-
-\PYG{c+c1}{\PYGZsh{} Downloads the data from GitHub}
-\PYG{k}{def} \PYG{n+nf}{download\PYGZus{}data}\PYG{p}{():}
-    \PYG{n}{data} \PYG{o}{=} \PYG{n}{urlopen}\PYG{p}{(}\PYG{n}{data\PYGZus{}url}\PYG{p}{)}\PYG{o}{.}\PYG{n}{read}\PYG{p}{()}
-    \PYG{k}{with} \PYG{n+nb}{open}\PYG{p}{(}\PYG{n}{temp\PYGZus{}file\PYGZus{}name}\PYG{p}{,} \PYG{l+s+s1}{\PYGZsq{}wb\PYGZsq{}}\PYG{p}{)} \PYG{k}{as} \PYG{n}{f}\PYG{p}{:}
-	\PYG{n}{f}\PYG{o}{.}\PYG{n}{write}\PYG{p}{(}\PYG{n}{data}\PYG{p}{)}
-
-\PYG{c+c1}{\PYGZsh{} Tries to read data from the local file and returns the content}
-\PYG{c+c1}{\PYGZsh{} parsed as a series of lines}
-\PYG{k}{def} \PYG{n+nf}{read\PYGZus{}data}\PYG{p}{():}
-    \PYG{k}{try}\PYG{p}{:}
-	\PYG{k}{with} \PYG{n+nb}{open}\PYG{p}{(}\PYG{n}{temp\PYGZus{}file\PYGZus{}name}\PYG{p}{,} \PYG{l+s+s1}{\PYGZsq{}r\PYGZsq{}}\PYG{p}{)} \PYG{k}{as} \PYG{n}{f}\PYG{p}{:}
-	    \PYG{n}{data} \PYG{o}{=} \PYG{n}{f}\PYG{o}{.}\PYG{n}{read}\PYG{p}{()}
-	    \PYG{n}{lines} \PYG{o}{=} \PYG{n}{data}\PYG{o}{.}\PYG{n}{split}\PYG{p}{(}\PYG{l+s+s1}{\PYGZsq{}}\PYG{l+s+se}{\PYGZbs{}n}\PYG{l+s+s1}{\PYGZsq{}}\PYG{p}{)}
-	    \PYG{n}{table} \PYG{o}{=} \PYG{p}{[}\PYG{n}{line}\PYG{o}{.}\PYG{n}{replace}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{}}\PYG{l+s+se}{\PYGZbs{}\PYGZdq{}}\PYG{l+s+s2}{Korea, South}\PYG{l+s+se}{\PYGZbs{}\PYGZdq{}}\PYG{l+s+s2}{\PYGZdq{}}\PYG{p}{,} \PYG{l+s+s2}{\PYGZdq{}South Korea\PYGZdq{}}\PYG{p}{)}\PYG{o}{.}\PYG{n}{split}\PYG{p}{(}\PYG{l+s+s1}{\PYGZsq{},\PYGZsq{}}\PYG{p}{)} \PYG{k}{for} \PYG{n}{line} \PYG{o+ow}{in} \PYG{n}{lines}\PYG{p}{]}
-	    \PYG{k}{return} \PYG{n}{table}\PYG{p}{[:}\PYG{o}{\PYGZhy{}}\PYG{l+m+mi}{2}\PYG{p}{]} \PYG{c+c1}{\PYGZsh{} Removing the empty last line}
-    \PYG{k}{except} \PYG{n+ne}{IOError} \PYG{k}{as} \PYG{n}{e}\PYG{p}{:}
-	\PYG{k}{raise} \PYG{n}{e}
-
-\PYG{c+c1}{\PYGZsh{} Decides whether or not to download the file from GitHub based on the}
-\PYG{c+c1}{\PYGZsh{} presence of a local file and the last recorded date in the local}
-\PYG{c+c1}{\PYGZsh{} file}
-\PYG{k}{def} \PYG{n+nf}{try\PYGZus{}download\PYGZus{}data}\PYG{p}{():}
-    \PYG{n}{data} \PYG{o}{=} \PYG{k+kc}{None}
-    \PYG{k}{try}\PYG{p}{:}
-	\PYG{n}{data} \PYG{o}{=} \PYG{n}{read\PYGZus{}data}\PYG{p}{()}
-	\PYG{n}{last\PYGZus{}date} \PYG{o}{=} \PYG{n}{datetime}\PYG{o}{.}\PYG{n}{datetime}\PYG{o}{.}\PYG{n}{strptime}\PYG{p}{(}\PYG{n}{data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{][}\PYG{o}{\PYGZhy{}}\PYG{l+m+mi}{1}\PYG{p}{],} \PYG{l+s+s2}{\PYGZdq{}\PYGZpc{}m/}\PYG{l+s+si}{\PYGZpc{}d}\PYG{l+s+s2}{/\PYGZpc{}y\PYGZdq{}}\PYG{p}{)}
-	\PYG{n}{today} \PYG{o}{=} \PYG{n}{datetime}\PYG{o}{.}\PYG{n}{datetime}\PYG{o}{.}\PYG{n}{today}\PYG{p}{()}
-	\PYG{k}{if} \PYG{n}{today} \PYG{o}{\PYGZhy{}} \PYG{n}{last\PYGZus{}date} \PYG{o}{\PYGZgt{}} \PYG{n}{datetime}\PYG{o}{.}\PYG{n}{timedelta}\PYG{p}{(}\PYG{n}{day}\PYG{o}{=}\PYG{l+m+mi}{1}\PYG{p}{):}
-	    \PYG{n+nb}{print}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{}Data obsolete, downloading new data...\PYGZdq{}}\PYG{p}{)}
-	    \PYG{n}{download\PYGZus{}data}\PYG{p}{()}
-	    \PYG{n}{data} \PYG{o}{=} \PYG{n}{read\PYGZus{}data}\PYG{p}{()}
-    \PYG{k}{except} \PYG{n+ne}{IOError}\PYG{p}{:}
-	\PYG{n}{download\PYGZus{}data}\PYG{p}{()}
-	\PYG{n}{data} \PYG{o}{=} \PYG{n}{read\PYGZus{}data}\PYG{p}{()}
-    \PYG{k}{finally}\PYG{p}{:}
-	\PYG{k}{return} \PYG{n}{data}
-
-\PYG{n}{data} \PYG{o}{=} \PYG{n}{try\PYGZus{}download\PYGZus{}data}\PYG{p}{()}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/E0F7E9C109B345B97FA041B7428DBE27E36E7B2C8D886207B0A18BA1065D30A3.pygtex b/module3/exo3/_minted-exercice_R_en/E0F7E9C109B345B97FA041B7428DBE27E36E7B2C8D886207B0A18BA1065D30A3.pygtex
deleted file mode 100644
index 6f3a91b0d48a00d9ed54017c66df69c9b7320bd4..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/E0F7E9C109B345B97FA041B7428DBE27E36E7B2C8D886207B0A18BA1065D30A3.pygtex
+++ /dev/null
@@ -1,17 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{last\PYGZus{}date} \PYG{o}{\PYGZlt{}\PYGZhy{}} \PYG{n}{data} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{gather}\PYG{p}{(}\PYG{n}{Country}\PYG{p}{,} \PYG{n}{Cases}\PYG{p}{,} \PYG{n}{Belgium}\PYG{o}{:}\PYG{n}{UnitedKingdom}\PYG{p}{)} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n}{dplyr}\PYG{o}{::}\PYG{n+nf}{filter}\PYG{p}{(}\PYG{n}{Date} \PYG{o}{==} \PYG{n+nf}{tail}\PYG{p}{(}\PYG{n}{data}\PYG{o}{\PYGZdl{}}\PYG{n}{Date}\PYG{p}{,} \PYG{l+m}{1}\PYG{p}{))}
-
-
-\PYG{n}{data} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{gather}\PYG{p}{(}\PYG{n}{Country}\PYG{p}{,} \PYG{n}{Cases}\PYG{p}{,} \PYG{n}{Belgium}\PYG{o}{:}\PYG{n}{UnitedKingdom}\PYG{p}{)} \PYG{o}{\PYGZpc{}\PYGZgt{}\PYGZpc{}}
-  \PYG{n+nf}{ggplot}\PYG{p}{(}\PYG{n+nf}{aes}\PYG{p}{(}\PYG{n}{x}\PYG{o}{=}\PYG{n}{Date}\PYG{p}{,} \PYG{n}{y}\PYG{o}{=}\PYG{n}{Cases}\PYG{p}{,} \PYG{n}{colour}\PYG{o}{=}\PYG{n}{Country}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{geom\PYGZus{}line}\PYG{p}{()} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}x\PYGZus{}date}\PYG{p}{(}\PYG{n}{breaks} \PYG{o}{=} \PYG{n+nf}{pretty\PYGZus{}breaks}\PYG{p}{(}\PYG{l+m}{8}\PYG{p}{),} \PYG{n}{labels} \PYG{o}{=} \PYG{n+nf}{date\PYGZus{}format}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}\PYGZpc{}b \PYGZpc{}Y\PYGZdq{}}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}color\PYGZus{}manual}\PYG{p}{(}\PYG{n}{values}\PYG{o}{=}\PYG{n}{palette}\PYG{p}{)} \PYG{o}{+}
-  \PYG{n+nf}{scale\PYGZus{}y\PYGZus{}continuous}\PYG{p}{(}\PYG{n}{trans}\PYG{o}{=}\PYG{l+s}{\PYGZdq{}log10\PYGZdq{}}\PYG{p}{,} \PYG{n}{labels} \PYG{o}{=} \PYG{n+nf}{comma\PYGZus{}format}\PYG{p}{())} \PYG{o}{+}
-  \PYG{n+nf}{geom\PYGZus{}text\PYGZus{}repel}\PYG{p}{(}\PYG{n}{data}\PYG{o}{=}\PYG{n}{last\PYGZus{}date}\PYG{p}{,} \PYG{n+nf}{aes}\PYG{p}{(}\PYG{n}{label} \PYG{o}{=} \PYG{n}{Country}\PYG{p}{))} \PYG{o}{+}
-  \PYG{n+nf}{ggtitle}\PYG{p}{(}\PYG{l+s}{\PYGZdq{}Cumulative confirmed cases of Covid\PYGZhy{}19\PYGZdq{}}\PYG{p}{,} \PYG{n}{subtitle}\PYG{o}{=}\PYG{l+s}{\PYGZdq{}In selected countries since the beginning of 2020, on a logarithmic scale\PYGZdq{}}\PYG{p}{)} \PYG{o}{+}
-  \PYG{n+nf}{theme\PYGZus{}bw}\PYG{p}{()}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/ECCAD93592B44EF37345D6E1CDCDC68690AFCAC6097827C17CEC8F1010D6D783.pygtex b/module3/exo3/_minted-exercice_R_en/ECCAD93592B44EF37345D6E1CDCDC68690AFCAC6097827C17CEC8F1010D6D783.pygtex
deleted file mode 100644
index 843cf24a4d59fedbb872918f7282cdff331c66fd..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/ECCAD93592B44EF37345D6E1CDCDC68690AFCAC6097827C17CEC8F1010D6D783.pygtex
+++ /dev/null
@@ -1,11 +0,0 @@
-\begin{Verbatim}[commandchars=\\\{\}]
-\PYG{n}{valid\PYGZus{}data} \PYG{o}{=} \PYG{p}{[]}
-
-\PYG{n}{valid\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{(}\PYG{n}{data}\PYG{p}{[}\PYG{l+m+mi}{0}\PYG{p}{])}
-\PYG{k}{for} \PYG{n}{row} \PYG{o+ow}{in} \PYG{n}{data}\PYG{p}{[}\PYG{l+m+mi}{1}\PYG{p}{:]:}
-    \PYG{n}{missing} \PYG{o}{=} \PYG{n+nb}{any}\PYG{p}{([}\PYG{n}{value} \PYG{o}{==} \PYG{l+s+s1}{\PYGZsq{}\PYGZsq{}} \PYG{k}{for} \PYG{n}{value} \PYG{o+ow}{in} \PYG{n}{row}\PYG{p}{[}\PYG{l+m+mi}{4}\PYG{p}{:]])}
-    \PYG{k}{if} \PYG{n}{missing}\PYG{p}{:}
-	\PYG{n+nb}{print}\PYG{p}{(}\PYG{n}{row}\PYG{p}{)}
-    \PYG{k}{else}\PYG{p}{:}
-	\PYG{n}{valid\PYGZus{}data}\PYG{o}{.}\PYG{n}{append}\PYG{p}{(}\PYG{n}{row}\PYG{p}{)}
-\end{Verbatim}
diff --git a/module3/exo3/_minted-exercice_R_en/default-pyg-prefix.pygstyle b/module3/exo3/_minted-exercice_R_en/default-pyg-prefix.pygstyle
deleted file mode 100644
index cd0f51ac14bc0245adbc1b7a69a2d395b97b924d..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/default-pyg-prefix.pygstyle
+++ /dev/null
@@ -1,101 +0,0 @@
-
-\makeatletter
-\def\PYG@reset{\let\PYG@it=\relax \let\PYG@bf=\relax%
-    \let\PYG@ul=\relax \let\PYG@tc=\relax%
-    \let\PYG@bc=\relax \let\PYG@ff=\relax}
-\def\PYG@tok#1{\csname PYG@tok@#1\endcsname}
-\def\PYG@toks#1+{\ifx\relax#1\empty\else%
-    \PYG@tok{#1}\expandafter\PYG@toks\fi}
-\def\PYG@do#1{\PYG@bc{\PYG@tc{\PYG@ul{%
-    \PYG@it{\PYG@bf{\PYG@ff{#1}}}}}}}
-\def\PYG#1#2{\PYG@reset\PYG@toks#1+\relax+\PYG@do{#2}}
-
-\expandafter\def\csname PYG@tok@w\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.73,0.73}{##1}}}
-\expandafter\def\csname PYG@tok@c\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@cp\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.74,0.48,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@k\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@kp\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@kt\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.69,0.00,0.25}{##1}}}
-\expandafter\def\csname PYG@tok@o\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@ow\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@nb\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@nf\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@nc\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@nn\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@ne\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.82,0.25,0.23}{##1}}}
-\expandafter\def\csname PYG@tok@nv\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@no\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.53,0.00,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@nl\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.63,0.63,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@ni\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.60,0.60,0.60}{##1}}}
-\expandafter\def\csname PYG@tok@na\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.49,0.56,0.16}{##1}}}
-\expandafter\def\csname PYG@tok@nt\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@nd\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@s\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@sd\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@si\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
-\expandafter\def\csname PYG@tok@se\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.73,0.40,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@sr\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
-\expandafter\def\csname PYG@tok@ss\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@sx\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@m\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@gh\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@gu\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.50,0.00,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@gd\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.63,0.00,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@gi\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.63,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@gr\endcsname{\def\PYG@tc##1{\textcolor[rgb]{1.00,0.00,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@ge\endcsname{\let\PYG@it=\textit}
-\expandafter\def\csname PYG@tok@gs\endcsname{\let\PYG@bf=\textbf}
-\expandafter\def\csname PYG@tok@gp\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@go\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.53,0.53,0.53}{##1}}}
-\expandafter\def\csname PYG@tok@gt\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.27,0.87}{##1}}}
-\expandafter\def\csname PYG@tok@err\endcsname{\def\PYG@bc##1{\setlength{\fboxsep}{0pt}\fcolorbox[rgb]{1.00,0.00,0.00}{1,1,1}{\strut ##1}}}
-\expandafter\def\csname PYG@tok@kc\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@kd\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@kn\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@kr\endcsname{\let\PYG@bf=\textbf\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@bp\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYG@tok@fm\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYG@tok@vc\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@vg\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@vi\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@vm\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYG@tok@sa\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@sb\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@sc\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@dl\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@s2\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@sh\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@s1\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYG@tok@mb\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@mf\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@mh\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@mi\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@il\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@mo\endcsname{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYG@tok@ch\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@cm\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@cpf\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@c1\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYG@tok@cs\endcsname{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-
-\def\PYGZbs{\char`\\}
-\def\PYGZus{\char`\_}
-\def\PYGZob{\char`\{}
-\def\PYGZcb{\char`\}}
-\def\PYGZca{\char`\^}
-\def\PYGZam{\char`\&}
-\def\PYGZlt{\char`\<}
-\def\PYGZgt{\char`\>}
-\def\PYGZsh{\char`\#}
-\def\PYGZpc{\char`\%}
-\def\PYGZdl{\char`\$}
-\def\PYGZhy{\char`\-}
-\def\PYGZsq{\char`\'}
-\def\PYGZdq{\char`\"}
-\def\PYGZti{\char`\~}
-% for compatibility with earlier versions
-\def\PYGZat{@}
-\def\PYGZlb{[}
-\def\PYGZrb{]}
-\makeatother
-
diff --git a/module3/exo3/_minted-exercice_R_en/default.pygstyle b/module3/exo3/_minted-exercice_R_en/default.pygstyle
deleted file mode 100644
index 08728b3724e3f22a955d401967aed18343c28aae..0000000000000000000000000000000000000000
--- a/module3/exo3/_minted-exercice_R_en/default.pygstyle
+++ /dev/null
@@ -1,101 +0,0 @@
-
-\makeatletter
-\def\PYGdefault@reset{\let\PYGdefault@it=\relax \let\PYGdefault@bf=\relax%
-    \let\PYGdefault@ul=\relax \let\PYGdefault@tc=\relax%
-    \let\PYGdefault@bc=\relax \let\PYGdefault@ff=\relax}
-\def\PYGdefault@tok#1{\csname PYGdefault@tok@#1\endcsname}
-\def\PYGdefault@toks#1+{\ifx\relax#1\empty\else%
-    \PYGdefault@tok{#1}\expandafter\PYGdefault@toks\fi}
-\def\PYGdefault@do#1{\PYGdefault@bc{\PYGdefault@tc{\PYGdefault@ul{%
-    \PYGdefault@it{\PYGdefault@bf{\PYGdefault@ff{#1}}}}}}}
-\def\PYGdefault#1#2{\PYGdefault@reset\PYGdefault@toks#1+\relax+\PYGdefault@do{#2}}
-
-\expandafter\def\csname PYGdefault@tok@w\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.73,0.73}{##1}}}
-\expandafter\def\csname PYGdefault@tok@c\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@cp\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.74,0.48,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@k\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@kp\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@kt\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.69,0.00,0.25}{##1}}}
-\expandafter\def\csname PYGdefault@tok@o\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ow\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nb\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nf\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nc\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nn\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ne\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.82,0.25,0.23}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nv\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@no\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.53,0.00,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nl\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.63,0.63,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ni\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.60,0.60,0.60}{##1}}}
-\expandafter\def\csname PYGdefault@tok@na\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.49,0.56,0.16}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nt\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@nd\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@s\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sd\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@si\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
-\expandafter\def\csname PYGdefault@tok@se\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.40,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sr\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ss\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sx\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@m\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gh\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gu\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.50,0.00,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gd\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.63,0.00,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gi\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.63,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gr\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{1.00,0.00,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ge\endcsname{\let\PYGdefault@it=\textit}
-\expandafter\def\csname PYGdefault@tok@gs\endcsname{\let\PYGdefault@bf=\textbf}
-\expandafter\def\csname PYGdefault@tok@gp\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@go\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.53,0.53,0.53}{##1}}}
-\expandafter\def\csname PYGdefault@tok@gt\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.27,0.87}{##1}}}
-\expandafter\def\csname PYGdefault@tok@err\endcsname{\def\PYGdefault@bc##1{\setlength{\fboxsep}{0pt}\fcolorbox[rgb]{1.00,0.00,0.00}{1,1,1}{\strut ##1}}}
-\expandafter\def\csname PYGdefault@tok@kc\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@kd\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@kn\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@kr\endcsname{\let\PYGdefault@bf=\textbf\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@bp\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@fm\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
-\expandafter\def\csname PYGdefault@tok@vc\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@vg\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@vi\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@vm\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sa\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sb\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sc\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@dl\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@s2\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@sh\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@s1\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
-\expandafter\def\csname PYGdefault@tok@mb\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@mf\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@mh\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@mi\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@il\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@mo\endcsname{\def\PYGdefault@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
-\expandafter\def\csname PYGdefault@tok@ch\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@cm\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@cpf\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@c1\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-\expandafter\def\csname PYGdefault@tok@cs\endcsname{\let\PYGdefault@it=\textit\def\PYGdefault@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
-
-\def\PYGdefaultZbs{\char`\\}
-\def\PYGdefaultZus{\char`\_}
-\def\PYGdefaultZob{\char`\{}
-\def\PYGdefaultZcb{\char`\}}
-\def\PYGdefaultZca{\char`\^}
-\def\PYGdefaultZam{\char`\&}
-\def\PYGdefaultZlt{\char`\<}
-\def\PYGdefaultZgt{\char`\>}
-\def\PYGdefaultZsh{\char`\#}
-\def\PYGdefaultZpc{\char`\%}
-\def\PYGdefaultZdl{\char`\$}
-\def\PYGdefaultZhy{\char`\-}
-\def\PYGdefaultZsq{\char`\'}
-\def\PYGdefaultZdq{\char`\"}
-\def\PYGdefaultZti{\char`\~}
-% for compatibility with earlier versions
-\def\PYGdefaultZat{@}
-\def\PYGdefaultZlb{[}
-\def\PYGdefaultZrb{]}
-\makeatother
-