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zr4|YD5w9b(PMPI)6>50;bSD@NWu-^~>F~tF#A{YTEWBT5Jqvu7?HTu9N)bMN`VNSt z^su*;_m9cN(fg%0^X~*ZpFhDM-V?h#9&PbwG>CuNRO_KVI0=5x$1KRlxe9vd-gMW= zgh!W@kpujpnF+Z#Efj;27<0%e;%3j)NdG^-FM&vah4G{G*`Va9P?7+N(bvk$60$>>RemHvEqGRqh$nY<=Z;=X=-4#&a8?i}--GU>m&u z>sF=BcxDdKTT*eQlZluUVq)nP74ls#j(xq7QvdYRr%xZjxc3hXZ^0Z_)7L_P#eiSn!9kB+GmVDGT^^GOUNB8{sLu?HjWl4O z{NU9rkoA-R6Be4GpRRZHs #+HTML_HEAD: -* Some explanations +* Exercise 02-3 -This is an org-mode document with code examples in R. Once opened in -Emacs, this document can easily be exported to HTML, PDF, and Office -formats. For more information on org-mode, see -https://orgmode.org/guide/. +Load the data: -When you type the shortcut =C-c C-e h o=, this document will be -exported as HTML. All the code in it will be re-executed, and the -results will be retrieved and included into the exported document. If -you do not want to re-execute all code each time, you can delete the # -and the space before ~#+PROPERTY:~ in the header of this document. - -Like we showed in the video, Python code is included as follows (and -is exxecuted by typing ~C-c C-c~): - -#+begin_src python :results output :exports both -print("Hello world!") +#+begin_src python :session :exports both +import numpy as np +x = np.array([ + 14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0 +]) #+end_src #+RESULTS: -: Hello world! - -And now the same but in an Python session. With a session, Python's -state, i.e. the values of all the variables, remains persistent from -one code block to the next. The code is still executed using ~C-c -C-c~. -#+begin_src python :results output :session :exports both -import numpy -x=numpy.linspace(-15,15) -print(x) -#+end_src - -#+RESULTS: -#+begin_example -[-15. -14.3877551 -13.7755102 -13.16326531 -12.55102041 - -11.93877551 -11.32653061 -10.71428571 -10.10204082 -9.48979592 - -8.87755102 -8.26530612 -7.65306122 -7.04081633 -6.42857143 - -5.81632653 -5.20408163 -4.59183673 -3.97959184 -3.36734694 - -2.75510204 -2.14285714 -1.53061224 -0.91836735 -0.30612245 - 0.30612245 0.91836735 1.53061224 2.14285714 2.75510204 - 3.36734694 3.97959184 4.59183673 5.20408163 5.81632653 - 6.42857143 7.04081633 7.65306122 8.26530612 8.87755102 - 9.48979592 10.10204082 10.71428571 11.32653061 11.93877551 - 12.55102041 13.16326531 13.7755102 14.3877551 15. ] -#+end_example +** Sequence plot: -Finally, an example for graphical output: -#+begin_src python :results output file :session :var matplot_lib_filename="./cosxsx.png" :exports results +#+begin_src python :session :results output file :var matplot_lib_filename="./sequence_plot.png" :exports both import matplotlib.pyplot as plt -plt.figure(figsize=(10,5)) -plt.plot(x,numpy.cos(x)/x) +plt.figure(figsize=(6,4.5)) +plt.plot(x) plt.tight_layout() +plt.grid(color="lightgrey", linestyle="--") +plt.xlim([0,100]) +plt.ylim([0,25]) plt.savefig(matplot_lib_filename) print(matplot_lib_filename) #+end_src #+RESULTS: -[[file:./cosxsx.png]] +[[file:./sequence_plot.png]] -Note the parameter ~:exports results~, which indicates that the code -will not appear in the exported document. We recommend that in the -context of this MOOC, you always leave this parameter setting as -~:exports both~, because we want your analyses to be perfectly -transparent and reproducible. +** Histogram Plot -Watch out: the figure generated by the code block is /not/ stored in -the org document. It's a plain file, here named ~cosxsx.png~. You have -to commit it explicitly if you want your analysis to be legible and -understandable on GitLab. +#+begin_src python :session :results output file :var matplot_lib_filename="./histogram.png" :exports both +plt.figure(figsize=(6,4.5)) +plt.hist(x, edgecolor="black", alpha=.75, zorder=2) +plt.grid(color="lightgrey", linestyle="--") +plt.xlim([0,25]) +plt.ylim([0,25]) +plt.tight_layout() + +plt.savefig(matplot_lib_filename) +print(matplot_lib_filename) +#+end_src -Finally, don't forget that we provide in the resource section of this -MOOC a configuration with a few keyboard shortcuts that allow you to -quickly create code blocks in Python by typing ~OU=DIrurkWOrX zfPxUZGzE+#6e%He&b$*;+|PdB_k7oP&X4oMiwjKdweGd%oNJ6R$GUq?U1=lpE@lP> zhKUflX>^L{~X79pq zlO5@?GK+S{6>psF7XD&(GbX$J2KS{%rtXn@5u=)a?(ln-|2Sn$-nCR~l}OEFQ+dd%wXWc(TXm4+e(4 z;>WvKVZ!v|DCGn%eD=7>6c^7IwMR4faUF zQ@Kst0}6bomoIgf=;V}5+;bo4OgZu7v0AK@oui{;Cq;f~JcRtMF=?=FvOxh;?6Hx7 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