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+\documentclass[varwidth=true, border=2pt]{standalone}
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+\usepackage[utf8]{inputenc} % this is needed for umlauts
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+\usepackage[ngerman]{babel} % this is needed for umlauts
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+\usepackage[T1]{fontenc} % this is needed for correct output of umlauts in pdf
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+\usepackage[margin=2.5cm]{geometry} %layout
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+
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+\usepackage{pgfplots}
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+
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+\begin{document}
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+\begin{tikzpicture}
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+ \begin{axis}[
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+ width=15cm, height=8cm, % size of the image
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+ xlabel=mean,
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+ ylabel=variance,
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+ visualization depends on={value \thisrow{label} \as \label},
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+ % every node near coord/.append style={font={\tiny}},
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+ nodes near coords={\label},
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+ % nodes near coords align={horizontal}
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+ ]
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+ \addplot[scatter,
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+ mark=*,only marks,
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+ % nodes near coords*=\label,
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+ % ... which requires to define a visualization dependency:
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+ % visualization depends on={\thisrow{label} \as \label}
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+ ]
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+ table [x=mean, y=variance, col sep=comma] {data.csv};
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+ \end{axis}
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+\end{tikzpicture}
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+\end{document}
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