diff --git a/bilder/AbortionTimeline.png b/bilder/AbortionTimeline.png
new file mode 100644
index 0000000000000000000000000000000000000000..f5c49ba9c957830074bbe26211a8ef962e485a83
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diff --git a/bilder/AbortionVariables.png b/bilder/AbortionVariables.png
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diff --git a/bilder/AbortionWords.png b/bilder/AbortionWords.png
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diff --git a/bilder/ConversationStore.svg b/bilder/ConversationStore.svg
new file mode 100644
index 0000000000000000000000000000000000000000..3a5a5ed01ecb5184b95469d99bf9c60d8df99f52
--- /dev/null
+++ b/bilder/ConversationStore.svg
@@ -0,0 +1,4 @@
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diff --git a/master.tex b/master.tex
index 0211baeced361c1449d43aa917d1bc2de86fdf84..555b582b5e0ee65fa05b9409d3e1e058ab47c4fa 100755
--- a/master.tex
+++ b/master.tex
@@ -215,8 +215,106 @@ Department for Computer-Networks and Communication-Systems}
\end{tcolorbox}
\end{frame}
+
+\begin{frame}{About the data}
+ \begin{center}
+ \begin{columns}
+ \column{0.5\textwidth}
+ \begin{itemize}
+ \item Twitter API v2
+ \item Graph-Database Neo4j
+ \item Thematic Reply Trees
+ \end{itemize}
+ \column{0.5\textwidth}
+ \includegraphics[scale=0.5]{bilder/ConversationStore}
+ \end{columns}
+ \end{center}
+\end{frame}
+
+\begin{frame}{\#abortion}
+ \begin{itemize}
+ \item Entrypoint: \url{https://api.twitter.com/2/tweets/search/all}
+ \item Parameter:
+ \begin{itemize}
+ \item start\_time: 2021-08-15T00:00:00.000Z
+ \item end\_time: 2021-10-15T00:00:01.000Z
+ \item query: (\#abortion) lang:en -is:reply -is:retweet -is:quote
+ \item tweet.fields: created\_at, public\_metrics, conversation\_id, entities, author\_id
+ \item max\_results: 500
+ \end{itemize}
+ \item [$\Rightarrow$] 15.658 Root-Tweets
+ \end{itemize}
+\end{frame}
+
+\begin{frame}{\#abortion}
+ \begin{center}
+ \includegraphics[width=\textwidth]{bilder/AbortionTimeline.png}
+ \end{center}
+\end{frame}
+
+\begin{frame}{\#abortion}
+ \begin{center}
+ \includegraphics[width=\textwidth]{bilder/AbortionWords.png}
+ \end{center}
+\end{frame}
+
+\begin{frame}{\#abortion}
+ \begin{center}
+ \includegraphics[width=\textwidth]{bilder/AbortionVariables.png}
+ \end{center}
+\end{frame}
+
+\begin{frame}{Argument Pre-Selection/Annotation}
+ \begin{center}
+ \begin{columns}
+ \column{0.5\textwidth}
+ \textbf{Pre-Selection:}
+ \begin{itemize}
+ \item Candidates:
+ \begin{itemize}
+ \item [1] Replies $\geq$ 10
+ \item [2] Text $\geq$ 200 characters
+ \item [3] The term \emph{for} in any word of text
+ \end{itemize}
+ \item [$\Rightarrow$] 28 candidates
+ \end{itemize}
+ \column{0.5\textwidth}
+ \textbf{Annotation:}
+ \begin{itemize}
+ \item 3 Annotators:
+ \begin{itemize}
+ \item 2 Computer Sience, 1 Law
+ \item Annotation Schema Training
+ \end{itemize}
+ \item [$\Rightarrow$] 19 Selections ($~$67\%)
+ \item [$\Rightarrow$] 7 Uncertain (4 Deb., 3 Hidden)
+ \end{itemize}
+ \end{columns}
+ \end{center}
+\end{frame}
+
+\begin{frame}{Examples}
+ \begin{tcolorbox}[colback=cyan!5!white,colframe=cyan!75!black,title=Classic argument]
+ BREAKING: $[$U.S. Judge Robert Pitman has temporarily blocked \textcolor{orange}{\#SB8}$]_c$, the \textcolor{orange}{\#Texas} near-total \textcolor{orange}{\#abortion} ban in the case brought forth against TX by the DOJ, \textbf{saying} $[$the law is an "offensive deprivation" of women's constitutional rights$]_p$.
+ \end{tcolorbox}
+\end{frame}
+
+\begin{frame}{Examples}
+ \begin{tcolorbox}[colback=cyan!5!white,colframe=cyan!75!black,title=No argument]
+ \textcolor{orange}{\#BREAKING}: In United States v. Texas (challenging the constitutionality of \textcolor{orange}{\#SB8}), Judge Pitman has issued a preliminary injunction temporarily barring enforcement of the controversial six-week \textcolor{orange}{\#abortion} ban by "the State" — *including* judges and clerks:
+ \textcolor{blue}{https://t.co/U98yko04X3}
+ \end{tcolorbox}
+\end{frame}
+
+\begin{frame}{Examples}
+ \begin{tcolorbox}[colback=cyan!5!white,colframe=cyan!75!black,title=Obvious argument with progression]
+ $[$\textcolor{orange}{\#Catholic} social teaching urges us to provide a preferential option \textbf{for} the poor$]_p$. $[$\textbf{This means} prioritizing the well-being of the disadvantaged in society$]_{cp}$. $[$Access to legal \textcolor{orange}{\#abortion} \textbf{cannot be} considered outside the context of poverty \textbf{and without} the viewpoint of the poor$]_{c}$.
+ \end{tcolorbox}
+\end{frame}
+
\begin{frame}{About the data}
- Pipeline, Reply-Trees, Abortion, Argument
+ Reply-Trees, weiteres Vorgehen
+ MLM; NSP
\end{frame}
\begin{frame}