From 093fc54366275c3c639ed1a6da2cf1228b6677ac Mon Sep 17 00:00:00 2001 From: Jan Grewe Date: Mon, 26 Oct 2015 18:33:54 +0100 Subject: [PATCH] [plotting, spiketrains] extended plotting part --- programming/lectures/images/badbarleft.png | Bin 0 -> 1919 bytes programming/lectures/images/badbarplot.jpg | Bin 0 -> 41804 bytes programming/lectures/images/badbarright.png | Bin 0 -> 1917 bytes .../comparison_properly_improperly_graph.png | Bin 0 -> 48484 bytes programming/lectures/images/histogram.png | Bin 0 -> 3251 bytes programming/lectures/images/histogrambad.png | Bin 0 -> 3491 bytes programming/lectures/images/histogrambad2.png | Bin 0 -> 3494 bytes .../images/improperly_scaled_graph.png | Bin 0 -> 23196 bytes programming/lectures/images/line_graph1.png | Bin 0 -> 19099 bytes programming/lectures/images/line_graph1_3.png | Bin 0 -> 20595 bytes programming/lectures/images/line_graph1_4.png | Bin 0 -> 11335 bytes .../lectures/images/misleading_pie.png | Bin 0 -> 11754 bytes programming/lectures/images/nobelbad.png | Bin 0 -> 272430 bytes .../lectures/images/one_d_problem_c.pdf | Bin 0 -> 82115 bytes .../lectures/images/properly_scaled_graph.png | Bin 0 -> 15489 bytes programming/lectures/images/sample_pie.png | Bin 0 -> 5898 bytes .../lectures/plotting_spike_trains.tex | 252 +++++++++++++++++- 17 files changed, 251 insertions(+), 1 deletion(-) create mode 100644 programming/lectures/images/badbarleft.png create mode 100644 programming/lectures/images/badbarplot.jpg create mode 100644 programming/lectures/images/badbarright.png create mode 100644 programming/lectures/images/comparison_properly_improperly_graph.png create mode 100755 programming/lectures/images/histogram.png create mode 100755 programming/lectures/images/histogrambad.png create mode 100755 programming/lectures/images/histogrambad2.png create mode 100644 programming/lectures/images/improperly_scaled_graph.png create mode 100644 programming/lectures/images/line_graph1.png create mode 100644 programming/lectures/images/line_graph1_3.png create mode 100644 programming/lectures/images/line_graph1_4.png create mode 100644 programming/lectures/images/misleading_pie.png create mode 100644 programming/lectures/images/nobelbad.png create mode 100644 programming/lectures/images/one_d_problem_c.pdf create mode 100644 programming/lectures/images/properly_scaled_graph.png create mode 100644 programming/lectures/images/sample_pie.png diff --git a/programming/lectures/images/badbarleft.png b/programming/lectures/images/badbarleft.png new file mode 100644 index 0000000000000000000000000000000000000000..667e0292cc6eb37eb25d22c77c119b9c59c6cc2c GIT binary patch literal 1919 zcmYLK2{hYT7mqE;XsDuuR!3+sc7m~1w1|j(O)Mj|#NHCL+Ob4qN(n+OX=@uI%4pD1 zT2%?cQM5!m)gu1wl#Xuprc+b>qCMxE^Ok$wz4zU7-~FBYdzZXCFf!7r(jX8>2J7PJ zBa-Q&bq)#^?HiU$XGH=Wj>9;DzV40s{^rXd5X21Y=-`)L{k|qK|DZp7G`o+@?)!tS z?|hMvsbe2gY9vX*sk*`|V>=L16-2G_eg@skc?%1LwL$r2$flq9rkWjt=$lh(O>OR) zPB*$U;uoG|&h%$mq6E+SgdZmQYwv8%|FuaS>PKx>+hi|4x{~s6A|)CvyN#B{*LBHN z>39ZF{hzEpU2F94(Dp<9)v#d|3(5D1!xrqZ_#A4W4T(ag@;tTA?J5 zN=D$lL@wDDHy;A1Pl>&gU@2e6u4)mOhi7GM56bsI;L19_sN0V~0b=7hCYtr8+*QM>(q=0E$%kVW7@HF;o!~0ds zB95md`z^*KUEBCaOAu^`v7?rxmjs2w{AT*Xj>*DSJ6W_S#Ez>Nh62(2TUY9%7th^~ ztozZfNvHX@SdIzSVv8zQtUO4NXkyu{YT(pX<*k-S9qbCG{`JZ7ly^7 zTYIGXdQfWAcVs0*P|C~81n4(_ZHmpPkF*Uq=1i6OiZ0MoI?32^V5rGa-PL&%#gUy@ z**v^V8e-}v-!`?5lWuE{M2HOffG=wjw)Y-uPE~Rcba$%+9-n?nuS-UMZ2D@=vfRH;D4(YYgfP0|yy9 z+_3ZG(C_f)X!H>UtMp z(5?;xpPN})Zmr5O&UyHT$kYigyl;ALxeC}C4RFTb2iUK$<+S4KU%HBD#VJ*Uurc(@ z?iikikIa$kE>IvnuEQ@BnRmoxw3O7rnhbKj%0(upT`#ATI>J?2!0`cjNTzDrIYOn# zG5iPf*<_|lhDEFx8!-tqFy}(BE~r_|*OM_nw1D4c=NcfM5P9-@4UEF0to1b~iIZbD zX=c>S0wKtAv@|X$O$4<=E4Ki-*TkfxUq#0gSGj605U$7e0=2TsPQ1x^JbV`CVvg_3 zRefj4hkbAhqQtwPdJSwH#~`s_y-HD-Judh!%r`E$Xhz-R0#!aNKwt9-;DFtiB-H{I z?%VI(p#J})EEh3QJ%lK^PMRO}k1{1dT2ux4_bPmUoL$L-0VO-G-ak`ciKs;F=ax|f zU!&c`M(~W~pxK|~e1{C)bgy}GrR!Z4C{1gM_nY1O{@Dr6J)C!EZkN)$WJYxt)X7`% z+bq{BX<Sd>Kteur*70)N+}$Nj8CyVz4LW;^pAdMzZ4EUubCwJ|Xg-yUCNXsdmC z9wg5Xyb06H1ZA%ud#YVO^mBS(W#Sjg3Vg_y<89_?U|MJbc@Hw4+!4sG58$n-_hBE; zQBrXah0kr1q6F?6VTFB4pOj{-bxl?=mCg~s4*hr*;EGB&HI_!v3Cf>xYgbQH4yLc( zx>iflv%;5HEhNgc^_6bLCixuber4@cB@q}QsLgs%NFX?dB5`W0c6YJ;(Ft=OZe+LT zpC`LtzOW?MA*V)kdP$gYh-aPkS+qSpXH_74ow5j=0ZM4(3teM2lw>EqAOD@UaOD(q zWL|MCvUDrAr~wl`0@)2ocPmY;IJ(UY9#*po7YJ{!{#3@&nPHj|+m(A-;0>-7-MPZE zTypRMGba-`kj4+i30!c`E>V9+Q-xpbKW70eUK7>n$2w4?Q1A84C_?FA;%o~ zkQmai^`ZVxy`IzexoVsjH1gHjhzn_omdd+7)*o&*CkDK17X7FotdoZ$`#AB!{{SC? 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Graphische Darstellung von Daten}\pause + \begin{figure} + \includegraphics[width=0.9\columnwidth]{images/convincing} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Was soll ein Datenplot erreichen?} + + \begin{itemize} + \item Ist eine m\"oglichst neutrale Darstellung der Daten. + \item Soll dem Leser die Daten greifbar machen und die Aussagen der + Analyse darstellen. + \item Erlaubt dem Leser die gezeigten Effekte selbst zu beguachten + und zu validieren. + \item Muss vollst\"andig annotiert sein. + \item Folgt dem Prinzip der \textbf{ink minimization}. (Das + Verh\"altnis aus Tinte, die f\"ur die Darstellung der Daten + gebraucht wird und der Menge Tinte, die f\"ur die Graphik + ben\"otigt wird sollte m\"oglichst gro{\ss} sein ) + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Was sollte vermieden werden?} + + \begin{itemize} + \item Suggestive oder gar fehlleitende Darstellung. + \item Ablenkung durch unruhige oder \"uberm\"a{\ss}ige Effekte. + \item Comicartige Effekte... + \end{itemize}\pause + \begin{figure} + \includegraphics[width=0.35\columnwidth]{images/one_d_problem_c} + \end{figure}\pause + ... aus{\ss}er sie werden rein zur Illustration benutzt ohne einen + Anspruch auf Richtigkeit zu erheben. +\end{frame} + +\begin{frame} + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Suboptimale Beispiele} + \only <1> { + \begin{figure} + \includegraphics[width=0.5\columnwidth]{images/nobelbad} + \end{figure} + \vspace{0.25cm} + Aus Hafting et al., Nature, 2005 + } + \only <2> { + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/misleading_pie} + \end{figure} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <3> { + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/sample_pie} + \end{figure} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <4> { + \begin{figure} + \includegraphics[width=0.4\columnwidth]{images/badbarright} + \end{figure} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <5> { + \begin{figure} + \includegraphics[width=0.4\columnwidth]{images/badbarleft} + \end{figure} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <6> { + \begin{figure} + \includegraphics[width=0.8\columnwidth]{images/badbarplot} + \end{figure} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <7> { + Wahl der Zeichenfl\"ache kann den visuellen Eindruck beeinflu{\ss}en. + \begin{columns} + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/line_graph1} + \end{figure} + \end{column} + + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/line_graph1_3} + \end{figure} + \end{column} + + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/line_graph1_4} + \end{figure} + \end{column} + \end{columns} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } + \only <8> { + Vorsicht bei der Skalierung von Symbolen! + \begin{columns} + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/improperly_scaled_graph} + \end{figure} + \end{column} + + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/properly_scaled_graph} + \end{figure} + \end{column} + + \begin{column}{4.cm} + \begin{figure} + \includegraphics[width=0.7\columnwidth]{images/comparison_properly_improperly_graph} + \end{figure} + \end{column} + \end{columns} + \vspace{0.5cm} + \url{https://en.wikipedia.org/wiki/Misleading_graph} + } +\end{frame} + +\begin{frame}[fragile] + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Plotting Interfaces in Matlab} + Es gibt zwei Wege Graphen zu bearbeiten: + \begin{enumerate} + \item Interaktiv \"uber das \textit{graphische User Interface}\pause + \item Die Kommandozeile bzw. in Skripten und Funktionen.\pause + \end{enumerate} + Beides hat seine Berechtigung und seine eigenen Vor- und Nachteile. Welche? +\end{frame} + + +\begin{frame} + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Ver\"anderung des Graphen \"uber die Kommandozeile} + \begin{itemize} + \item Erstellt ein Skript, dass einen Plot erstellt. + \item Dieser soll zwei Sinus unterschiedlicher Frequenz darstellen. + \end{itemize} + Wir werden jetzt die Kommandozeil bzw. das Skript verbessern um den + Plot ``sch\"oner'' zu machen. +\end{frame} + + +\begin{frame} + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Ver\"anderung des Graphen \"uber die Kommandozeile} + \begin{enumerate} + \item Einstellungen der Linienplots: + \begin{itemize} + \item St\"arke und Farbe. + \item Linienstil, Marker. + \end{itemize}\pause + \item Achsbeschriftung: + \begin{itemize} + \item \code{xlabel}, \code{ylabel}. + \item Schriftart und Gr\"o{\ss}e. + \end{itemize}\pause + \item Achsenskalierung und Ticks: + \begin{itemize} + \item Skalierung der Achsen (Minumum und Maxmimum, logarithmisch oder linear). + \item Manuelles Setzen der Ticks, ihrer Richtung und Beschriftung. + \item Grid or no Grid? + \end{itemize}\pause + \item Setzen von globalen Parametern: + \begin{itemize} + \item Einstellung der Papiergr\"o{\ss}e und plzieren der + Zeichenfl\"ache. + \item Box oder nicht? + \item Speichern der Abbildung als pdf. + \end{itemize} + \end{enumerate} +\end{frame} + + +\begin{frame} [fragile] + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Ver\"andern von Eigenschaften \"uber die Kommandozeile} + \vspace{-0.75em} + \scriptsize + \begin{lstlisting} +fig = figure(); +set(gcf, 'PaperUnits', 'centimeters', 'PaperSize', [11.7 9.0]); +set(gcf, 'PaperPosition',[0.0 0.0 11.7 9.0], 'Color', 'white') +hold on +plot(time, neuronal_data, 'color', [ 0.2 0.5 0.7], 'linewidth', 1.) +plot(spike_times, ones(size(spike_times))*threshold, 'ro', 'markersize', 4) +line([time(1) time(end)], [threshold threshold], 'linestyle', '--', + 'linewidth', 0.75, 'color', [0.9 0.9 0.9]) +ylim([0 35]) +xlim([0 2.25]) +box('off') +xlabel('time [s]', 'fontname', 'MyriadPro-Regular', 'fontsize', 10) +ylabel('potential [mV]', 'fontname', 'MyriadPro-Regular', 'fontsize', 10) +title('pyramidal cell', 'fontname', 'MyriadPro-Regular', 'fontsize', 12) +set(gca, 'TickDir','out', 'linewidth', 1.5, 'fontname', 'MyriadPro-Regular') +saveas(fig, 'spike_detection.pdf', 'pdf') +\end{lstlisting} +\end{frame} + + +\begin{frame} [fragile] + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Ver\"andern von Eigenschaften \"uber die Kommandozeile} + \begin{figure} + \centering + \includegraphics[width=0.75\columnwidth]{./images/spike_detection} + \end{figure} +\end{frame} + + +\begin{frame} [fragile] + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Welche Art Plot wof\"ur?} + \url{http://www.mathworks.de/discovery/gallery.html} +\end{frame} + + +\begin{frame} [fragile] + \frametitle{Graphische Darstellung von Daten} + \framesubtitle{Was macht einen guten Abbildung aus?} + \begin{enumerate} + \item Klarheit. + \item Vollstaendige Beschriftung. + \item Deutliche Unterscheidbarkeit von Kurven. + \item Keine suggestive Darstellung. + \item Ausgewogenheit von Linienst\"arken Schrift- und Plotgr\"o{\ss}e. + \item Vermeidung von Suggestiven Darstellungen. + \item Fehlerbalken, wenn sie angebracht sind. + \end{enumerate} +\end{frame} + + \begin{frame}[plain] \huge{2. Spiketrain Analyse I} \end{frame}

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