bar_plot_with_annotation.ipynb

{"cells":[{"cell_type":"code","execution_count":3,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":82959,"status":"ok","timestamp":1688562620515,"user":{"displayName":"Francesco Vigni","userId":"16400058101304334372"},"user_tz":-120},"id":"vYWkg9yxjVQC","outputId":"7d98c173-defb-4411-dbfb-e6720583befa"},"outputs":[{"name":"stdout","output_type":"stream","text":["Reading package lists... Done\n","Building dependency tree       \n","Reading state information... Done\n","The following additional packages will be installed:\n","  dvisvgm fonts-droid-fallback fonts-lmodern fonts-noto-mono fonts-urw-base35\n","  libfontenc1 libgs9 libgs9-common libharfbuzz-icu0 libidn11 libijs-0.35\n","  libjbig2dec0 libkpathsea6 libptexenc1 libsynctex2 libteckit0 libtexlua53\n","  libtexluajit2 libwoff1 libzzip-0-13 lmodern poppler-data t1utils tex-common\n","  texlive-base texlive-binaries texlive-latex-base xfonts-encodings\n","  xfonts-utils\n","Suggested packages:\n","  fonts-noto fonts-freefont-otf | fonts-freefont-ttf fonts-texgyre\n","  poppler-utils ghostscript fonts-japanese-mincho | fonts-ipafont-mincho\n","  fonts-japanese-gothic | fonts-ipafont-gothic fonts-arphic-ukai\n","  fonts-arphic-uming fonts-nanum debhelper gv | postscript-viewer perl-tk xpdf\n","  | pdf-viewer xzdec texlive-latex-base-doc texlive-latex-recommended-doc\n","  texlive-luatex texlive-pstricks\n","The following NEW packages will be installed:\n","  dvisvgm fonts-droid-fallback fonts-lmodern fonts-noto-mono fonts-urw-base35\n","  libfontenc1 libgs9 libgs9-common libharfbuzz-icu0 libidn11 libijs-0.35\n","  libjbig2dec0 libkpathsea6 libptexenc1 libsynctex2 libteckit0 libtexlua53\n","  libtexluajit2 libwoff1 libzzip-0-13 lmodern poppler-data t1utils tex-common\n","  texlive-base texlive-binaries texlive-latex-base texlive-latex-recommended\n","  xfonts-encodings xfonts-utils\n","0 upgraded, 30 newly installed, 0 to remove and 15 not upgraded.\n","Need to get 74.9 MB of archives.\n","After this operation, 260 MB of additional disk space will be used.\n","Get:1 http://archive.ubuntu.com/ubuntu focal/main amd64 fonts-droid-fallback all 1:6.0.1r16-1.1 [1,805 kB]\n","Get:2 http://archive.ubuntu.com/ubuntu focal/main amd64 poppler-data all 0.4.9-2 [1,475 kB]\n","Get:3 http://archive.ubuntu.com/ubuntu focal/universe amd64 tex-common all 6.13 [32.7 kB]\n","Get:4 http://archive.ubuntu.com/ubuntu focal/main amd64 fonts-urw-base35 all 20170801.1-3 [6,333 kB]\n","Get:5 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libgs9-common all 9.50~dfsg-5ubuntu4.7 [681 kB]\n","Get:6 http://archive.ubuntu.com/ubuntu focal/main amd64 libidn11 amd64 1.33-2.2ubuntu2 [46.2 kB]\n","Get:7 http://archive.ubuntu.com/ubuntu focal/main amd64 libijs-0.35 amd64 0.35-15 [15.7 kB]\n","Get:8 http://archive.ubuntu.com/ubuntu focal/main amd64 libjbig2dec0 amd64 0.18-1ubuntu1 [60.0 kB]\n","Get:9 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libgs9 amd64 9.50~dfsg-5ubuntu4.7 [2,173 kB]\n","Get:10 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libkpathsea6 amd64 2019.20190605.51237-3ubuntu0.1 [57.0 kB]\n","Get:11 http://archive.ubuntu.com/ubuntu focal/main amd64 libwoff1 amd64 1.0.2-1build2 [42.0 kB]\n","Get:12 http://archive.ubuntu.com/ubuntu focal/universe amd64 dvisvgm amd64 2.8.1-1build1 [1,048 kB]\n","Get:13 http://archive.ubuntu.com/ubuntu focal/universe amd64 fonts-lmodern all 2.004.5-6 [4,532 kB]\n","Get:14 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 fonts-noto-mono all 20200323-1build1~ubuntu20.04.1 [80.6 kB]\n","Get:15 http://archive.ubuntu.com/ubuntu focal/main amd64 libfontenc1 amd64 1:1.1.4-0ubuntu1 [14.0 kB]\n","Get:16 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libharfbuzz-icu0 amd64 2.6.4-1ubuntu4.2 [5,580 B]\n","Get:17 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libptexenc1 amd64 2019.20190605.51237-3ubuntu0.1 [35.5 kB]\n","Get:18 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libsynctex2 amd64 2019.20190605.51237-3ubuntu0.1 [55.0 kB]\n","Get:19 http://archive.ubuntu.com/ubuntu focal/universe amd64 libteckit0 amd64 2.5.8+ds2-5ubuntu2 [320 kB]\n","Get:20 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libtexlua53 amd64 2019.20190605.51237-3ubuntu0.1 [105 kB]\n","Get:21 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libtexluajit2 amd64 2019.20190605.51237-3ubuntu0.1 [235 kB]\n","Get:22 http://archive.ubuntu.com/ubuntu focal/universe amd64 libzzip-0-13 amd64 0.13.62-3.2ubuntu1 [26.2 kB]\n","Get:23 http://archive.ubuntu.com/ubuntu focal/main amd64 xfonts-encodings all 1:1.0.5-0ubuntu1 [573 kB]\n","Get:24 http://archive.ubuntu.com/ubuntu focal/main amd64 xfonts-utils amd64 1:7.7+6 [91.5 kB]\n","Get:25 http://archive.ubuntu.com/ubuntu focal/universe amd64 lmodern all 2.004.5-6 [9,474 kB]\n","Get:26 http://archive.ubuntu.com/ubuntu focal/main amd64 t1utils amd64 1.41-3 [56.1 kB]\n","Get:27 http://archive.ubuntu.com/ubuntu focal-updates/universe amd64 texlive-binaries amd64 2019.20190605.51237-3ubuntu0.1 [8,041 kB]\n","Get:28 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-base all 2019.20200218-1 [20.8 MB]\n","Get:29 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-latex-base all 2019.20200218-1 [990 kB]\n","Get:30 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-latex-recommended all 2019.20200218-1 [15.7 MB]\n","Fetched 74.9 MB in 1s (68.5 MB/s)\n","debconf: unable to initialize frontend: Dialog\n","debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 30.)\n","debconf: falling back to frontend: Readline\n","debconf: unable to initialize frontend: Readline\n","debconf: (This frontend requires a controlling tty.)\n","debconf: falling back to frontend: Teletype\n","dpkg-preconfigure: unable to re-open stdin: \n","Selecting previously unselected package fonts-droid-fallback.\n","(Reading database ... 123069 files and directories currently installed.)\n","Preparing to unpack .../00-fonts-droid-fallback_1%3a6.0.1r16-1.1_all.deb ...\n","Unpacking fonts-droid-fallback (1:6.0.1r16-1.1) ...\n","Selecting previously unselected package poppler-data.\n","Preparing to unpack .../01-poppler-data_0.4.9-2_all.deb ...\n","Unpacking poppler-data (0.4.9-2) ...\n","Selecting previously unselected package tex-common.\n","Preparing to unpack .../02-tex-common_6.13_all.deb 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dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n","debconf: falling back to frontend: Readline\n","update-language: texlive-base not installed and configured, doing nothing!\n","Setting up libfontenc1:amd64 (1:1.1.4-0ubuntu1) ...\n","Setting up libjbig2dec0:amd64 (0.18-1ubuntu1) ...\n","Setting up libidn11:amd64 (1.33-2.2ubuntu2) ...\n","Setting up libteckit0:amd64 (2.5.8+ds2-5ubuntu2) ...\n","Setting up xfonts-encodings (1:1.0.5-0ubuntu1) ...\n","Setting up t1utils (1.41-3) ...\n","Setting up libkpathsea6:amd64 (2019.20190605.51237-3ubuntu0.1) ...\n","Setting up fonts-lmodern (2.004.5-6) ...\n","Setting up fonts-droid-fallback (1:6.0.1r16-1.1) ...\n","Setting up libsynctex2:amd64 (2019.20190605.51237-3ubuntu0.1) ...\n","Setting up libgs9-common (9.50~dfsg-5ubuntu4.7) ...\n","Setting up libgs9:amd64 (9.50~dfsg-5ubuntu4.7) ...\n","Setting up dvisvgm (2.8.1-1build1) ...\n","Setting up xfonts-utils (1:7.7+6) ...\n","Setting up libptexenc1:amd64 (2019.20190605.51237-3ubuntu0.1) ...\n","Setting up texlive-binaries (2019.20190605.51237-3ubuntu0.1) ...\n","update-alternatives: using /usr/bin/xdvi-xaw to provide /usr/bin/xdvi.bin (xdvi.bin) in auto mode\n","update-alternatives: using /usr/bin/bibtex.original to provide /usr/bin/bibtex (bibtex) in auto mode\n","Setting up lmodern (2.004.5-6) ...\n","Setting up texlive-base (2019.20200218-1) ...\n","mktexlsr: Updating /var/lib/texmf/ls-R-TEXLIVEDIST... \n","mktexlsr: Updating /var/lib/texmf/ls-R-TEXMFMAIN... \n","mktexlsr: Updating /var/lib/texmf/ls-R... \n","mktexlsr: Done.\n","tl-paper: setting paper size for dvips to a4: /var/lib/texmf/dvips/config/config-paper.ps\n","tl-paper: setting paper size for dvipdfmx to a4: /var/lib/texmf/dvipdfmx/dvipdfmx-paper.cfg\n","tl-paper: setting paper size for xdvi to a4: /var/lib/texmf/xdvi/XDvi-paper\n","tl-paper: setting paper size for pdftex to a4: /var/lib/texmf/tex/generic/config/pdftexconfig.tex\n","debconf: unable to 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This may take some time... done.\n","Running mktexlsr /var/lib/texmf ... done.\n","Building format(s) --all.\n","\tThis may take some time... done.\n","Reading package lists... Done\n","Building dependency tree       \n","Reading state information... Done\n","The following additional packages will be installed:\n","  fonts-lato fonts-texgyre ghostscript javascript-common libapache-pom-java\n","  libcommons-logging-java libcommons-parent-java libfontbox-java libjs-jquery\n","  libpdfbox-java libruby2.7 preview-latex-style rake ruby ruby-minitest\n","  ruby-net-telnet ruby-power-assert ruby-test-unit ruby-xmlrpc ruby2.7\n","  rubygems-integration tex-gyre texlive-pictures texlive-plain-generic tipa\n","Suggested packages:\n","  ghostscript-x apache2 | lighttpd | httpd libavalon-framework-java\n","  libcommons-logging-java-doc libexcalibur-logkit-java liblog4j1.2-java ri\n","  ruby-dev bundler texlive-fonts-recommended-doc python3-pygments icc-profiles\n","  libfile-which-perl libspreadsheet-parseexcel-perl texlive-latex-extra-doc\n","  dot2tex prerex ruby-tcltk | libtcltk-ruby texlive-pictures-doc vprerex\n","  default-jre-headless\n","The following NEW packages will be installed:\n","  dvipng fonts-lato fonts-texgyre ghostscript javascript-common\n","  libapache-pom-java libcommons-logging-java libcommons-parent-java\n","  libfontbox-java libjs-jquery libpdfbox-java libruby2.7 preview-latex-style\n","  rake ruby ruby-minitest ruby-net-telnet ruby-power-assert ruby-test-unit\n","  ruby-xmlrpc ruby2.7 rubygems-integration tex-gyre texlive-fonts-recommended\n","  texlive-latex-extra texlive-pictures texlive-plain-generic tipa\n","0 upgraded, 28 newly installed, 0 to remove and 15 not upgraded.\n","Need to get 78.6 MB of archives.\n","After this operation, 245 MB of additional disk space will be used.\n","Get:1 http://archive.ubuntu.com/ubuntu focal/main amd64 fonts-lato all 2.0-2 [2,698 kB]\n","Get:2 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 ghostscript amd64 9.50~dfsg-5ubuntu4.7 [51.9 kB]\n","Get:3 http://archive.ubuntu.com/ubuntu focal/universe amd64 dvipng amd64 1.15-1.1 [78.9 kB]\n","Get:4 http://archive.ubuntu.com/ubuntu focal/universe amd64 fonts-texgyre all 20180621-3 [10.2 MB]\n","Get:5 http://archive.ubuntu.com/ubuntu focal/main amd64 javascript-common all 11 [6,066 B]\n","Get:6 http://archive.ubuntu.com/ubuntu focal/universe amd64 libapache-pom-java all 18-1 [4,720 B]\n","Get:7 http://archive.ubuntu.com/ubuntu focal/universe amd64 libcommons-parent-java all 43-1 [10.8 kB]\n","Get:8 http://archive.ubuntu.com/ubuntu focal/universe amd64 libcommons-logging-java all 1.2-2 [60.3 kB]\n","Get:9 http://archive.ubuntu.com/ubuntu focal/main amd64 libjs-jquery all 3.3.1~dfsg-3 [329 kB]\n","Get:10 http://archive.ubuntu.com/ubuntu focal/main amd64 rubygems-integration all 1.16 [5,092 B]\n","Get:11 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 ruby2.7 amd64 2.7.0-5ubuntu1.11 [95.6 kB]\n","Get:12 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby amd64 1:2.7+1 [5,412 B]\n","Get:13 http://archive.ubuntu.com/ubuntu focal/main amd64 rake all 13.0.1-4 [61.6 kB]\n","Get:14 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby-minitest all 5.13.0-1 [40.9 kB]\n","Get:15 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby-net-telnet all 0.1.1-2 [12.6 kB]\n","Get:16 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby-power-assert all 1.1.7-1 [11.4 kB]\n","Get:17 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby-test-unit all 3.3.5-1 [73.2 kB]\n","Get:18 http://archive.ubuntu.com/ubuntu focal/main amd64 ruby-xmlrpc all 0.3.0-2 [23.8 kB]\n","Get:19 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libruby2.7 amd64 2.7.0-5ubuntu1.11 [3,533 kB]\n","Get:20 http://archive.ubuntu.com/ubuntu focal/universe amd64 preview-latex-style all 11.91-2ubuntu2 [184 kB]\n","Get:21 http://archive.ubuntu.com/ubuntu focal/universe amd64 tex-gyre all 20180621-3 [6,209 kB]\n","Get:22 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-fonts-recommended all 2019.20200218-1 [4,972 kB]\n","Get:23 http://archive.ubuntu.com/ubuntu focal/universe amd64 libfontbox-java all 1:1.8.16-2 [207 kB]\n","Get:24 http://archive.ubuntu.com/ubuntu focal/universe amd64 libpdfbox-java all 1:1.8.16-2 [5,199 kB]\n","Get:25 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-pictures all 2019.20200218-1 [4,492 kB]\n","Get:26 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-latex-extra all 2019.202000218-1 [12.5 MB]\n","Get:27 http://archive.ubuntu.com/ubuntu focal/universe amd64 texlive-plain-generic all 2019.202000218-1 [24.6 MB]\n","Get:28 http://archive.ubuntu.com/ubuntu focal/universe amd64 tipa all 2:1.3-20 [2,978 kB]\n","Fetched 78.6 MB in 4s (17.7 MB/s)\n","debconf: unable to initialize frontend: Dialog\n","debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 28.)\n","debconf: falling back to frontend: Readline\n","debconf: unable to initialize frontend: Readline\n","debconf: (This frontend requires a controlling tty.)\n","debconf: falling back to frontend: Teletype\n","dpkg-preconfigure: unable to re-open stdin: \n","Selecting previously unselected package fonts-lato.\n","(Reading database ... 132268 files and directories currently installed.)\n","Preparing to unpack .../00-fonts-lato_2.0-2_all.deb ...\n","Unpacking fonts-lato (2.0-2) ...\n","Selecting previously unselected package ghostscript.\n","Preparing to unpack .../01-ghostscript_9.50~dfsg-5ubuntu4.7_amd64.deb ...\n","Unpacking ghostscript (9.50~dfsg-5ubuntu4.7) ...\n","Selecting previously unselected package dvipng.\n","Preparing to unpack .../02-dvipng_1.15-1.1_amd64.deb ...\n","Unpacking dvipng (1.15-1.1) ...\n","Selecting previously unselected package fonts-texgyre.\n","Preparing to unpack .../03-fonts-texgyre_20180621-3_all.deb ...\n","Unpacking fonts-texgyre (20180621-3) ...\n","Selecting previously unselected package javascript-common.\n","Preparing to unpack .../04-javascript-common_11_all.deb ...\n","Unpacking javascript-common (11) ...\n","Selecting previously unselected package libapache-pom-java.\n","Preparing to 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(2:1.3-20) ...\n","Setting up javascript-common (11) ...\n","Setting up fonts-lato (2.0-2) ...\n","Setting up ruby-power-assert (1.1.7-1) ...\n","Setting up preview-latex-style (11.91-2ubuntu2) ...\n","Setting up libfontbox-java (1:1.8.16-2) ...\n","Setting up texlive-plain-generic (2019.202000218-1) ...\n","Setting up rubygems-integration (1.16) ...\n","Setting up ghostscript (9.50~dfsg-5ubuntu4.7) ...\n","Setting up ruby-minitest (5.13.0-1) ...\n","Setting up ruby-test-unit (3.3.5-1) ...\n","Setting up libapache-pom-java (18-1) ...\n","Setting up ruby-net-telnet (0.1.1-2) ...\n","Setting up fonts-texgyre (20180621-3) ...\n","Setting up texlive-pictures (2019.20200218-1) ...\n","Setting up texlive-fonts-recommended (2019.20200218-1) ...\n","Setting up tipa (2:1.3-20) ...\n","Regenerating '/var/lib/texmf/fmtutil.cnf-DEBIAN'... done.\n","Regenerating '/var/lib/texmf/fmtutil.cnf-TEXLIVEDIST'... done.\n","update-fmtutil has updated the following file(s):\n","\t/var/lib/texmf/fmtutil.cnf-DEBIAN\n","\t/var/lib/texmf/fmtutil.cnf-TEXLIVEDIST\n","If you want to activate the changes in the above file(s),\n","you should run fmtutil-sys or fmtutil.\n","Setting up libjs-jquery (3.3.1~dfsg-3) ...\n","Setting up ruby-xmlrpc (0.3.0-2) ...\n","Setting up tex-gyre (20180621-3) ...\n","Setting up libpdfbox-java (1:1.8.16-2) ...\n","Setting up dvipng (1.15-1.1) ...\n","Setting up libcommons-parent-java (43-1) ...\n","Setting up libcommons-logging-java (1.2-2) ...\n","Setting up texlive-latex-extra (2019.202000218-1) ...\n","Setting up libruby2.7:amd64 (2.7.0-5ubuntu1.11) ...\n","Setting up ruby2.7 (2.7.0-5ubuntu1.11) ...\n","Setting up ruby (1:2.7+1) ...\n","Setting up rake (13.0.1-4) ...\n","Processing triggers for fontconfig (2.13.1-2ubuntu3) ...\n","Processing triggers for libc-bin (2.31-0ubuntu9.9) ...\n","Processing triggers for man-db (2.9.1-1) ...\n","Processing triggers for tex-common (6.13) ...\n","debconf: unable to initialize frontend: Dialog\n","debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n","debconf: falling back to frontend: Readline\n","Running mktexlsr. This may take some time... done.\n","Running updmap-sys. 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Done\n","Building dependency tree       \n","Reading state information... Done\n","The following additional packages will be installed:\n","  cm-super-minimal pfb2t1c2pfb\n","The following NEW packages will be installed:\n","  cm-super cm-super-minimal pfb2t1c2pfb\n","0 upgraded, 3 newly installed, 0 to remove and 15 not upgraded.\n","Need to get 24.5 MB of archives.\n","After this operation, 59.9 MB of additional disk space will be used.\n","Get:1 http://archive.ubuntu.com/ubuntu focal/universe amd64 cm-super-minimal all 0.3.4-15 [5,811 kB]\n","Get:2 http://archive.ubuntu.com/ubuntu focal/universe amd64 pfb2t1c2pfb amd64 0.3-11 [9,342 B]\n","Get:3 http://archive.ubuntu.com/ubuntu focal/universe amd64 cm-super all 0.3.4-15 [18.7 MB]\n","Fetched 24.5 MB in 1s (16.8 MB/s)\n","Selecting previously unselected package cm-super-minimal.\n","(Reading database ... 153495 files and directories currently installed.)\n","Preparing to unpack .../cm-super-minimal_0.3.4-15_all.deb ...\n","Unpacking cm-super-minimal (0.3.4-15) ...\n","Selecting previously unselected package pfb2t1c2pfb.\n","Preparing to unpack .../pfb2t1c2pfb_0.3-11_amd64.deb ...\n","Unpacking pfb2t1c2pfb (0.3-11) ...\n","Selecting previously unselected package cm-super.\n","Preparing to unpack .../cm-super_0.3.4-15_all.deb ...\n","Unpacking cm-super (0.3.4-15) ...\n","Setting up pfb2t1c2pfb (0.3-11) ...\n","Setting up cm-super-minimal (0.3.4-15) ...\n","Setting up cm-super (0.3.4-15) ...\n","Creating fonts. This may take some time... done.\n","Processing triggers for man-db (2.9.1-1) ...\n","Processing triggers for tex-common (6.13) ...\n","Running mktexlsr. This may take some time... done.\n","Running updmap-sys. This may take some time... done.\n","Running mktexlsr /var/lib/texmf ... done.\n","Processing triggers for fontconfig (2.13.1-2ubuntu3) ...\n"]}],"source":["! sudo apt-get install texlive-latex-recommended\n","! sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended\n","! wget http://mirrors.ctan.org/macros/latex/contrib/type1cm.zip\n","! unzip type1cm.zip -d /tmp/type1cm\n","! cd /tmp/type1cm/type1cm/ && sudo latex type1cm.ins\n","! sudo mkdir /usr/share/texmf/tex/latex/type1cm\n","! sudo cp /tmp/type1cm/type1cm/type1cm.sty /usr/share/texmf/tex/latex/type1cm\n","! sudo texhash\n","!apt install cm-super"]},{"cell_type":"code","execution_count":1,"metadata":{"executionInfo":{"elapsed":15,"status":"ok","timestamp":1688562620516,"user":{"displayName":"Francesco Vigni","userId":"16400058101304334372"},"user_tz":-120},"id":"z6gSDNihoFfg"},"outputs":[],"source":["# coding=utf-8\n","from copy import copy\n","import matplotlib.pyplot as plt\n","import pandas as pd\n","import numpy as np\n","\n","import matplotlib as mtp\n","mtp.rcParams['pdf.fonttype'] = 42\n","plt.rcParams.update({\n","    \"text.usetex\": True,\n","    \"font.family\": \"Helvetica\"\n","})\n","\n","def annotate_barplot_dataframe(bar0, bar1, text, patches, dh=0.2, c='black'):\n","    \"\"\"annotate a grouped barplot from a pandas dataframe\n","    An annotation is built from bar0 to bar1\n","\n","    Args:\n","        bar0 (int): index of first bar\n","        bar1 (int): index of second bar\n","        text (string): what to write on the annotation\n","        patches (matplotlib.patches): data source\n","    \"\"\"\n","    patches.sort(key=lambda x: x.xy[0])\n","    left = patches[bar0]\n","    right = patches[bar1]\n","    y = max(left._height, right._height) + dh\n","\n","    l_bbox = left.get_bbox()\n","    l_mid = l_bbox.x1 - left._width / 2\n","\n","    r_bbox = right.get_bbox()\n","    r_mid = r_bbox.x1 - right._width / 2\n","    barh = 0.07\n","    barx = [l_mid, l_mid, r_mid, r_mid]\n","    bary = [\n","        y,\n","        y + barh,\n","        y + barh,\n","        y,\n","    ]  # lower-left, upper-left, upper-right, lower-right\n","    plt.plot(barx, bary, c=c)\n","    kwargs = dict(ha=\"center\", va=\"bottom\")\n","    # if fs is not None:\n","    # kwargs['fontsize'] = fs\n","    mid = ((l_mid + r_mid) / 2, y + 0.01)\n","    plt.text(*mid, text, **kwargs)\n","\n","\n","def annotate_errors(l, r, text, dh=0.2):\n","    \"\"\"annotate a grouped barplot from a pandas dataframe\n","    An annotation is built from bar0 to bar1\n","\n","    Args:\n","        bar0 (int): index of first bar\n","        bar1 (int): index of second bar\n","        text (string): what to write on the annotation\n","        patches (matplotlib.patches): data source\n","    \"\"\"\n","    # patches.sort(key=lambda x: x.xy[0])\n","    left = l\n","    right = r\n","    y = max(left._height, right._height) + dh\n","\n","    l_bbox = left.get_bbox()\n","    l_mid = l_bbox.x1 - left._width / 2\n","\n","    r_bbox = right.get_bbox()\n","    r_mid = r_bbox.x1 - right._width / 2\n","    barh = 0.07\n","    barx = [l_mid, l_mid, r_mid, r_mid]\n","    bary = [\n","        y,\n","        y + barh,\n","        y + barh,\n","        y,\n","    ]  # lower-left, upper-left, upper-right, lower-right\n","    plt.plot(barx, bary, c=\"black\")\n","    kwargs = dict(ha=\"center\", va=\"bottom\")\n","    # if fs is not None:\n","    # kwargs['fontsize'] = fs\n","    mid = ((l_mid + r_mid) / 2, y + 0.01)\n","    plt.text(*mid, text, **kwargs)\n"]},{"cell_type":"code","execution_count":2,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":226},"executionInfo":{"elapsed":2228,"status":"ok","timestamp":1688562873557,"user":{"displayName":"Francesco Vigni","userId":"16400058101304334372"},"user_tz":-120},"id":"wwTxqzV7yaPG","outputId":"dc63a637-9a71-43df-94e5-4423d68c5389"},"outputs":[{"name":"stdout","output_type":"stream","text":["[5.78 6.09 5.3  5.45 1.87 1.13 4.85 5.43]\n","[5.78 6.09 5.3  5.45 1.87 1.13 4.85 5.43]\n"]},{"ename":"ModuleNotFoundError","evalue":"No module named 'google.colab'","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)","\u001b[0;32m/tmp/ipykernel_12436/3508082344.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msavefig\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtransparent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbbox_inches\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'tight'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpad_inches\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0.05\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     82\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 83\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mgoogle\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolab\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     84\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     85\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 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","text/plain":["<Figure size 370x130 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["\n","# c1 = {\"ease\":30.06,\"enjoy\":32.67,\"reactance\":42.85,\"beliefs\":29.21}\n","# c2 = {\"ease\":36.94,\"enjoy\":34.33,\"reactance\":24.15,\"beliefs\":37.79}\n","\n","c1 = {\"ease\":5.78,\"enjoy\":5.3,\"reactance\":1.87,\"beliefs\":4.85}\n","c2 = {\"ease\":6.09,\"enjoy\":5.45,\"reactance\":1.13,\"beliefs\":5.43}\n","\n","\n","# df = pd.DataFrame.from_dict({c1,c2},orient='index')\n","df = pd.DataFrame([c1,c2]).T\n","\n","fig, ax = plt.subplots(figsize=(3.7, 1.3))\n","width = 0.30\n","x = np.arange(df.shape[0])\n","# print(df.shape[0])\n","# fdfcdc\n","# plot data in grouped manner of bar type\n","plt.bar(x - width * 2,\n","        df.iloc[:,0],\n","        width,\n","        color='#f07167',\n","        edgecolor='black',\n","        hatch=\"\",\n","        label=\"C1\",\n","        zorder=3)\n","plt.bar(x - width,\n","        df.iloc[:,1],\n","        width,\n","        color='#eff6ee',\n","        edgecolor='black',\n","        hatch=\"\",\n","        label=\"C2\",\n","        zorder=3)\n","\n","ax.set_ylim(0, 7)\n","\n","patches = []\n","for p in ax.patches._axes.axes.containers:\n","    patches.extend(p.patches)\n","labels = [\"ease\",\"enjoy\",\"reactance\",\"beliefs\"]\n","plt.xticks(x, labels)\n","\n","\n","ax.set_xticklabels(labels, rotation=15)\n","import matplotlib\n","dx =-0.3; dy = 0/72.\n","offset = matplotlib.transforms.ScaledTranslation(dx, dy, fig.dpi_scale_trans)\n","ax.tick_params(axis='both', which='both', length=0, labelsize=8)\n","\n","# apply offset transform to all x ticklabels.\n","for label in ax.xaxis.get_majorticklabels():\n","    label.set_transform(label.get_transform() + offset)\n","\n","annotate_barplot_dataframe(4, 5, \"*\", patches, 1)  # *\n","ax.yaxis.grid(zorder=0)\n","\n","\n","handles, labels = ax.get_legend_handles_labels()\n","labels = [\"Antagonistic\", \"Agreeable\"]\n","lgd = ax.legend(handles,\n","                labels,\n","                bbox_to_anchor=(0.86, 1.02),\n","                loc=\"lower right\",\n","                ncol=2,\n","                fancybox=True,\n","                prop={'size': 8})  # (x,y)\n","\n","\n","rects = ax.patches\n","print(df.values.flatten())\n","print(df.stack().values)\n","# Make some labels.\n","labels = df.values.flatten()\n","\n","for rect, label in zip(rects, labels):\n","    height = rect.get_height()\n","    ax.text(\n","        rect.get_x() + rect.get_width() / 2, height + 0.05, height, ha=\"center\", va=\"bottom\", size=6\n","    )\n","\n","fn = \"barplot.png\"\n","plt.savefig(fname=fn, transparent = True, bbox_inches = 'tight', pad_inches = 0.05)\n","\n","from google.colab import files\n","\n","files.download(fn)\n"]}],"metadata":{"colab":{"authorship_tag":"ABX9TyO0fKzDgAtHR19PTcbcPoq3","provenance":[],"toc_visible":true},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.9.13"}},"nbformat":4,"nbformat_minor":0}