From 014a61d56c6e44ece80b57dbddef86f268f78d1c Mon Sep 17 00:00:00 2001 From: Miguel Felipe Silva Vasconcelos Date: Sat, 27 Feb 2021 00:16:56 +0100 Subject: [PATCH] Module 2 Exercise 3 - plots --- module2/exo3/exercice_python_en.org | 125 +++++++++++++--------------- module2/exo3/histogram.png | Bin 0 -> 8904 bytes module2/exo3/simple_plot.png | Bin 0 -> 55719 bytes 3 files changed, 56 insertions(+), 69 deletions(-) create mode 100644 module2/exo3/histogram.png create mode 100644 module2/exo3/simple_plot.png diff --git a/module2/exo3/exercice_python_en.org b/module2/exo3/exercice_python_en.org index 5782f49..ed7d55f 100644 --- a/module2/exo3/exercice_python_en.org +++ b/module2/exo3/exercice_python_en.org @@ -1,5 +1,5 @@ -#+TITLE: Your title -#+AUTHOR: Your name +#+TITLE: Module 2 Exercise 3 - Data visualization +#+AUTHOR: Miguel Felipe Silva Vasconcelos #+DATE: Today's date #+LANGUAGE: en # #+PROPERTY: header-args :eval never-export @@ -11,84 +11,71 @@ #+HTML_HEAD: #+HTML_HEAD: -* Some explanations - -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/. - -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. +* Reading input +Creating the data structure to store the following numbers: +#+begin_src + + 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 -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 :results value :session *python* :exports both +import numpy as np +array = 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~. +* Source for creating the graphs +[[https://matplotlib.org/2.0.2/users/pyplot_tutorial.html][matplot +tutorial's page]] -#+begin_src python :results output :session :exports both -import numpy -x=numpy.linspace(-15,15) -print(x) -#+end_src +* Creating the histogram -#+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 - -Finally, an example for graphical output: -#+begin_src python :results output file :session :var matplot_lib_filename="./cosxsx.png" :exports results -import matplotlib.pyplot as plt - -plt.figure(figsize=(10,5)) -plt.plot(x,numpy.cos(x)/x) -plt.tight_layout() +#+begin_src python :results output file :session *python* :var matplot_lib_filename="histogram.png" :exports both +from matplotlib import pyplot as plt +plt.figure(1) # the first figure - we need this, otherwise the plots will overlap +plt.hist(array) +plt.title('Histogram') +plt.axis([0, 25, 0, 25]) plt.savefig(matplot_lib_filename) print(matplot_lib_filename) #+end_src #+RESULTS: -[[file:./cosxsx.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. - -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. - -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 ~7 z+WNiN_XvV)HU3%uB!aAqMG(IJjRNpLDlI)<;4h6J1M46QKewRJv*%rr6K8|`z5Rl` zJ)L%kxSkL6^z&6#P*yl1zuO}y$Ujh1QPJlwUr_Kn@2&lEqPBs6}a1mJ)Cfw2B#=I*55tv3m}Mecbj z#*E!7cJsRg&b5#F0k%0oL$T+l865uu#`f5wX%SN|H)LgJ?{NtGd^xLE&$p*cRMopPV@~IO z*g#y_@coFD>|w;CaQ$xoSM*{}i^yTEzHl>Q_&}UYW{~fe@~EI7`QyirqS|5pyv7=yi3{FxE~+nb_I=r4ifyJ< zp+ie`1iNgU(m2pjvl4vk)~z3^t0J3q*yt*}0g)PlSfTgdww96t6q8Q9r`_lx^ zPdW83e&x^d>L@VB<9EeyOJlGR3*)j&4p%dnsWm*;$RXv7xS5%m5k_TbPjH9*byxg& zCs|sdhBvccPA=i?+qayKnB@+^8KUUV$8+K2KelytiWb(aEMdk3#nq>hiIotrOe$4Z zm)q6c@W?zX^YLR@G_qmS^&-rj865q{$-s;RE5|4mboZ-^8LRlYPWi?GN~1!8`~C2J zIc6C+$>k9vri|XAaZdnEVtUMRRdceEMSWF*MoN;`zae0GzJvCih~4(BTenWXF^itL z6SzF@xEf4~TIiZ?Ugb4kzGFv?46owNGzQdeRnvEMb*-BFXfi$F7o+8H;p;=|>I=c< zcMSFIqUPI_f<``Y-da(2tSP+wt8*YggCh&pxzGf6Gkx-@KhKwgS+Th0nMEw080vN+2?U)$B46kuq1^5l)E zK{-d+{8a`kIyD&1d!%`NfA!RkL)X$EzZzx+8;RCe1SMCJiDNBUMrcIH;j=?*o=yfN z`ba0)x#xW2L4z?rNWRw;`TLPGZwQ32(Z{(`QUjYEIX|_8D7!al4+Ww*Xp|4j+kPHf z=CWyHg*7-4JO3Z`^{Y4o2}a(lUCq%YQ^B-k31-!7Q-XY>)6(46%kw%H<_Iq@ZlE

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