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diff --git a/LaTeX/CN/REVIEW_01/REVIEW_01.pdf b/LaTeX/CN/REVIEW_01/REVIEW_01.pdf
diff --git a/LaTeX/CN/REVIEW_01/REVIEW_01.tex b/LaTeX/CN/REVIEW_01/REVIEW_01.tex
@@ -122,7 +122,7 @@
 \date{}
 
 \begin{document}
-
+\pagenumbering{Roman}
 \hypertarget{review-of-the-course-r-for-data-science-part-01talk-01-04}{%
 \section{Review of the course ``R for Data Science'' Part 01(Talk
 01\textasciitilde{}
@@ -137,6 +137,11 @@ \section{Review of the course ``R for Data Science'' Part 01(Talk
 
 This work is licensed under CC BY-NC-SA 4.0
 
+\tableofcontents
+
+\newpage
+\setcounter{page}{1}
+\pagenumbering{arabic}
 \hypertarget{multi-omics-data-analysis-and-visualisation-1}{%
 \section{Multi-omics data analysis and visualisation,
 \#1}\label{multi-omics-data-analysis-and-visualisation-1}}

diff --git a/LaTeX/CN/REVIEW_02/REVIEW_02.pdf b/LaTeX/CN/REVIEW_02/REVIEW_02.pdf
diff --git a/LaTeX/CN/REVIEW_02/REVIEW_02.tex b/LaTeX/CN/REVIEW_02/REVIEW_02.tex
@@ -121,7 +121,7 @@
 \date{}
 
 \begin{document}
-
+\pagenumbering{Roman}
 \hypertarget{review-of-the-course-r-for-data-science-part-02talk-05-08}{%
 \section{Review of the course ``R for Data Science'' Part 02(Talk
 05\textasciitilde{}
@@ -140,6 +140,11 @@ \section{Review of the course ``R for Data Science'' Part 02(Talk
 
 \begin{center}\rule{0.5\linewidth}{0.5pt}\end{center}
 
+\tableofcontents
+
+\newpage
+\setcounter{page}{1}  % 将页码计数器设置为 1
+\pagenumbering{arabic}  % 使用阿拉伯数字重新编号页码
 \hypertarget{r-for-bioinformatics-data-wrangler-part-1}{%
 \section{R for bioinformatics, data wrangler, part
 1}\label{r-for-bioinformatics-data-wrangler-part-1}}

diff --git a/LaTeX/CN/REVIEW_03/REVIEW_03.pdf b/LaTeX/CN/REVIEW_03/REVIEW_03.pdf
diff --git a/LaTeX/CN/REVIEW_03/REVIEW_03.tex b/LaTeX/CN/REVIEW_03/REVIEW_03.tex
@@ -121,7 +121,7 @@
 \date{}
 
 \begin{document}
-
+\pagenumbering{Roman}
 \hypertarget{review-of-the-course-r-for-data-science-part-03talk-09-12}{%
 \section{Review of the course ``R for Data Science'' Part 03(Talk
 09\textasciitilde{}
@@ -137,7 +137,10 @@ \section{Review of the course ``R for Data Science'' Part 03(Talk
 This work is licensed under CC BY-NC-SA 4.0
 
 \begin{center}\rule{0.5\linewidth}{0.5pt}\end{center}
+\tableofcontents
 
+\newpage
+\pagenumbering{arabic}
 \hypertarget{r-for-bioinformatics-data-visualisation}{%
 \section{R for bioinformatics, data
 visualisation}\label{r-for-bioinformatics-data-visualisation}}

diff --git a/LaTeX/CN/REVIEW_CN.pdf b/LaTeX/CN/REVIEW_CN.pdf
diff --git a/LaTeX/CN/REVIEW_CN_TOC.pdf b/LaTeX/CN/REVIEW_CN_TOC.pdf
diff --git a/LaTeX/CN/REVIEW_CN_print.pdf b/LaTeX/CN/REVIEW_CN_print.pdf
diff --git a/LaTeX/EN/REVIEW.pdf b/LaTeX/EN/REVIEW.pdf
diff --git a/LaTeX/EN/REVIEW_01/REVIEW_01.pdf b/LaTeX/EN/REVIEW_01/REVIEW_01.pdf
diff --git a/LaTeX/EN/REVIEW_01/REVIEW_01.tex b/LaTeX/EN/REVIEW_01/REVIEW_01.tex
@@ -110,7 +110,7 @@
 \date{}
 
 \begin{document}
-
+\pagenumbering{Roman}
 \hypertarget{review-of-the-course-r-for-data-science-part-01talk-01-04}{%
 \section{Review of the course ``R for Data Science'' Part 01(Talk
 01\textasciitilde{}
@@ -120,6 +120,10 @@ \section{Review of the course ``R for Data Science'' Part 01(Talk
 
 This work is licensed under CC BY-NC-SA 4.0
 
+\tableofcontents
+
+\newpage
+\pagenumbering{arabic}
 \hypertarget{multi-omics-data-analysis-and-visualisation-1}{%
 \section{Multi-omics data analysis and visualisation,
 \#1}\label{multi-omics-data-analysis-and-visualisation-1}}
@@ -298,13 +302,13 @@ \subsubsection{Vector maniulation}\label{vector-maniulation}}
 \begin{Highlighting}[]
 \CommentTok{\# (There\textquotesingle{}s already some data in workspace)}
 
-\SpecialCharTok{$}\NormalTok{ m}
+\SpecialCharTok{\$}\NormalTok{ m}
 \SpecialCharTok{\textgreater{}}\NormalTok{ (List the content of matrix }\StringTok{"m"}\NormalTok{)}
 
-\SpecialCharTok{$}\NormalTok{ m[}\DecValTok{1}\NormalTok{, ]}
+\SpecialCharTok{\$}\NormalTok{ m[}\DecValTok{1}\NormalTok{, ]}
 \SpecialCharTok{\textgreater{}}\NormalTok{ (List the first row of matrix }\StringTok{\textquotesingle{}m\textquotesingle{}}\NormalTok{)}
 
-\SpecialCharTok{$}\NormalTok{ m[}\DecValTok{1}\SpecialCharTok{:}\DecValTok{2}\NormalTok{, ]}
+\SpecialCharTok{\$}\NormalTok{ m[}\DecValTok{1}\SpecialCharTok{:}\DecValTok{2}\NormalTok{, ]}
 \SpecialCharTok{\textgreater{}}\NormalTok{ (List the first two rows of matrix }\StringTok{\textquotesingle{}m\textquotesingle{}}\NormalTok{)}
 \end{Highlighting}
 \end{Shaded}
@@ -721,10 +725,10 @@ \subsubsection{\texorpdfstring{\texttt{data.frame} will do partial
 \begin{Shaded}
 \begin{Highlighting}[]
 \NormalTok{df }\OtherTok{=} \FunctionTok{data.frame}\NormalTok{(}\AttributeTok{abc =} \DecValTok{1}\NormalTok{) }
-\NormalTok{df}\SpecialCharTok{$}\NormalTok{ab; }\CommentTok{\# Unwanted result ...}
+\NormalTok{df}\SpecialCharTok{\$}\NormalTok{ab; }\CommentTok{\# Unwanted result ...}
 
 \NormalTok{df2 }\OtherTok{=} \FunctionTok{tibble}\NormalTok{(}\AttributeTok{abc =} \DecValTok{1}\NormalTok{)}
-\NormalTok{df2}\SpecialCharTok{$}\NormalTok{a; }\CommentTok{\# Produce a warning and return NULL}
+\NormalTok{df2}\SpecialCharTok{\$}\NormalTok{a; }\CommentTok{\# Produce a warning and return NULL}
 \end{Highlighting}
 \end{Shaded}
 
@@ -1444,9 +1448,9 @@ \subsubsection{Usage of factors in drawing
 \NormalTok{res }\OtherTok{=}
   \FunctionTok{data.frame}\NormalTok{(responses)}
 \CommentTok{\# Sort by level of agreement from strong {-}\textgreater{} weak}
-\NormalTok{res}\SpecialCharTok{$}\NormalTok{res }\OtherTok{=}
+\NormalTok{res}\SpecialCharTok{\$}\NormalTok{res }\OtherTok{=}
   \FunctionTok{factor}\NormalTok{(}
-\NormalTok{    res}\SpecialCharTok{$}\NormalTok{res,}
+\NormalTok{    res}\SpecialCharTok{\$}\NormalTok{res,}
     \AttributeTok{levels =}
        \FunctionTok{c}\NormalTok{(}\StringTok{"Strongly Agree"}\NormalTok{, }\StringTok{"Agree"}\NormalTok{, }\StringTok{"Disagree"}\NormalTok{)}
 \NormalTok{  )}
@@ -1563,8 +1567,8 @@ \subsubsection{\texorpdfstring{Delete useless
 
 \begin{Shaded}
 \begin{Highlighting}[]
-\NormalTok{mouse.chr\_10\_12}\SpecialCharTok{$}\NormalTok{Chromosome.scaffold.name }\OtherTok{=}
-  \FunctionTok{droplevels}\NormalTok{(mouse.chr\_10\_12}\SpecialCharTok{$}\NormalTok{Chromosome.scaffold.name)}
+\NormalTok{mouse.chr\_10\_12}\SpecialCharTok{\$}\NormalTok{Chromosome.scaffold.name }\OtherTok{=}
+  \FunctionTok{droplevels}\NormalTok{(mouse.chr\_10\_12}\SpecialCharTok{\$}\NormalTok{Chromosome.scaffold.name)}
 \end{Highlighting}
 \end{Shaded}
 

diff --git a/LaTeX/EN/REVIEW_02/REVIEW_02 copy.pdf b/LaTeX/EN/REVIEW_02/REVIEW_02 copy.pdf
diff --git a/LaTeX/EN/REVIEW_02/REVIEW_02.pdf b/LaTeX/EN/REVIEW_02/REVIEW_02.pdf
diff --git a/LaTeX/EN/REVIEW_02/REVIEW_02.tex b/LaTeX/EN/REVIEW_02/REVIEW_02.tex
@@ -4,7 +4,6 @@
 %
 \documentclass[
 ]{article}
-\usepackage{ctex}
 \usepackage{geometry}
 \geometry{a4paper,left=2.8cm,right=2.8cm,top=3cm,bottom=2.5cm}
 \usepackage{amsmath,amssymb}
@@ -121,7 +120,7 @@
 \date{}
 
 \begin{document}
-
+\pagenumbering{Roman}
 \hypertarget{review-of-the-course-r-for-data-science-part-02talk-05-08}{%
 \section{Review of the course ``R for Data Science'' Part 02(Talk
 05\textasciitilde{}
@@ -136,6 +135,10 @@ \section{Review of the course ``R for Data Science'' Part 02(Talk
 To reduce the size, all the codes listed will \emph{\textbf{NOT}}
 include the output as picture.
 
+\tableofcontents
+
+\newpage
+\pagenumbering{arabic}
 \hypertarget{r-for-bioinformatics-data-wrangler-part-1}{%
 \section{R for bioinformatics, data wrangler, part
 1}\label{r-for-bioinformatics-data-wrangler-part-1}}