{ "metadata": { "name": "Demokratie" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "This blog post has the following structure: first, we'll learn how to draw the little TV screens, in a second step we'll draw the red boxes with letters in it and finally we'll put everything together to produce a design similar to the original one." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import Image\n", "Image(filename=\"files/Demokratie.jpg\")" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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rzf4jFd2m49Jx/wCg1vSJZwbnAJrzKU5Zj6mvSZztikb0RjXmz1cgITTeKccU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\ngyfqQDWUIuCsdOJrwrVHO1rlT42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mjm38DpjqfbI6VWl8GZfhyDnrjrXTSTgAjk4/SoGv\nFLkYxxUctwtfc5SX4eKt15oEW8Z528/nTZPA5IJymccHbXTtcqRkZPPNV5LoAdO3HHSp8g0uclJ4\nOkGQPLx04HWqx8GSR7TtTHbiuxe6RmG3jt0xUM0m5ePXP0qXZIemxxFx4RlMzuVTc4C5z1HpWe3w\n8jijOLW3GTuI2jk13UswJ6jiq80wbIBqZW3CxwF94HE6ENbRkL2IGOlV28KtFcCRbceYy4LAcgel\nd7NtG4g9eoqnIyhsnjB61FtQV+pwI8HtpuoPNHC6SP1wePyrLvPAkDW97C1qTHqBLTj++Su0k/hg\nV6TOytIdvXrVSULggnJGeKhrXUpnl118PojbQwrA4jtwBHgnCgArx+HFQp4Pj02/huIomRoIfIQA\nYAQc4x9a9InjEQHOAOgNVJ1UqOABUNjt0OHmMhXLRMPeqdxvL7SrZxXb3ECDGQOfWqVzbRtJkKCf\nWouCOHuy0fUHrWfdzMCTg5J4xXcX9kjuDhADwRis+8sIjEcxqcc9ual9wV72OGvJAh7A1k3co3Hs\nepxzXdX9hC4OUBOODisS90mEDIRQR1qLoduhxl3J/DjNY104A68sOCOMV215pkCvt2rxnmsLUNKh\nwQVA7cVk3bVFqN9TzPxjps+q3kO0qiQEspzySVIx+tcteaRqWcb/ALo5w554r1fUNFhOTtJPY5rI\nutDh+YMCGNZP3mVHe6PJ7yO/vbl7dvOIC44PGeKSayvrWyl8nzt5b5FB4C4r0u58Nwg7lxz3rPuN\nCVJTyQMfrSbF6Hn63moCeLesgUlQ3T0rUuTs6k4I7dc1vT6EGHyk4HPPBqk+ghYzhzkjqehpdBN6\nGDcPkls43dN3avH/ANohjvskJyMEg+9e4XWhEr98ZYdTXiX7S9ubS7sk37hsPbpzWcho8jnZlGem\nOpqFXIQE84PXOc0+4+U/Mc59ahlb5Rkjg8Vzq+7GmDOzDBIwPzFNNyc4yeKYZCSeo9Pao87nBA4N\nRo3Yq2pPcvmNh39qKhLliM4A6daKF5maNNcgYAxnv613/wAE4T9tnkK5xGMVwVtE1yxGMEn7xHFe\njfB+LY10ExkYwK2x0+Wk7H1HCUObM6S8/wBGd6smEJKDr0Hep42wAQBkcY9KijAwFyPxOKs6faSX\nsypGju7NhVUFix9AByT6AV83CMm9Fdn7+5JRbY5VIY+uMdan5YA84X9a9u03/gn34+g8PW2qa83h\nvwVZ3DKEOv6mttOzEZC+UASrY7MQR3FRfEP9hTx/4A0Q6p9j0/WNM2b/ALTpV2LlNvrjAOP8812v\nA10ruJ4az7AuSpqpG+39M8Vdzhl24YY79KlT8S3cD+tb/wAPPhH4h+KniptE0DTZdQ1Xy2lMAZUO\n1cZYliBxkV6FP+wR8W4ApPgu/l5GTHcQN+m+phhKso+5G5tiMzwtF8lWok+10eRAEsMcED8hTd48\nw4HUV6lqP7FfxV0+V9/gXXyAPvKiMP0bj8a4Dxh4I1b4feIpNM1ixutM1KBVaS1uE2yxqwyMjtkV\nU6M6eso2HQxuGrO1Kak/JoqwZBUgHryfWvuz/gkhbF/CXje4IyPt1rCh9P3TN+XNfB1tIVGCCB1x\nX35/wSfQxfCjxS6gky6wgY56hYFwPwya78kj+/ufL8cStlsr9WvzPryNggAHX2ptxmTv0Gc1Wjkb\nnk/SmtM2cE8GvtdVofhqfcdswhySc/rUHllic/d9qU3DKDnjB4qKS7IJxnB/SlZoLqwTADI7/Wq0\ninHPX2p09yS2D16/WoGuyAc4xjt1qHa4tBs0eM5zntUbttGDjp2ppuzIQCevrVS6uSrg5qZaaD8h\ntzuJIz9MVBIGAByMjqO9El5lQc/h61UmveSAPoCeah3Y7D7qbajentWfLIWjwOT71J9tZkGTjmq9\nxdgNj8KhsFe+pBK7YJ5yDUDyEYOcHHfvTpboGXp7fWq11cKrMRnIHpSuinZohvZSwyTnB6A9az7q\nVtpAyOeM1YlnHKkjn9Kq3EygYycHpmodh6WIvNZk+YY7DJ61Uu5MSbckHH51NNcBfT1qncXKs59v\nWsrt6hotindXDgAngDpis+6mZ8nnmtC5uUZPm96o3cy4OMDjIHFJvuhXdzIvZ2UNzx+eKyr65OOS\nOtal9OH3ZP0Gax7wDbmpmtCkjMvrrLHJ+UnrWLqdyUYnjkcVq6ltZSuQaxdQAUc84HNYt2KWiMvU\n7lQpZjsBGM1kT3aliFJJHp6VN4imVI+CRzgAd6zbeNjlsFM89O9R6FreyJJJQituztP6VQuLsBiR\n8wc8d6Zre9IhtJ555NYcVw8chAJJPUdqlxutRXa2NCa5KMPm5ByRVO5k8xSVGM84qeeMEhmI+lQT\nSAA8nGeB6VL2G1dlKd85J579Oa8F/anO3V7IEkkRHtwDnvXu9w2VYdcivBP2opSddtR38rkEdKwk\n0xnkFwBubJ+vNQythycYX69amlB3AH164qGVB5nQg1i3LRE3uyN1+Tr06U1Sd3GeRmnZUnHA7Cml\nQWP93ripaadx9Ru3AOeM9+1FIGAOewoqeZdS07HQRQ+QRg5BORzmvQ/hBgRXRx/EAPfjNefIm4Kw\n/PPWvSPhFn+yZmHBeTH04pY9/u22z6/gmF8zh5J/kdeCTySfUD0r1n9jDxNo3g79prwhq2vNFDpt\njcvI0kn3YZfLYRSHsArEHPrivIyMnnd0wavWpMahlJ3dsda8nDVvZzUz9px2HVehKi20pJq593f8\nFOvjV4V8ZfDzw7pei6tYapqkGoG5cWk6yrbR+WR8zKSNzHGB1wDmvXv+Cdd7ceJP2RNCk1AmX99d\n2yF+cxJMyqPpivz1+A3wW1/4/wDji30PRom3KN9xckfurGLPMj9voO5496/Qzxx8ZPCX7D/wW0/Q\nYpfPvNLsxDZ2CEebO/J3yf3AWJYk/QV9Xgq7qTlXqaI/J8+wFPDYWllOFbnU5r+a9e254n4b1/wt\n+zJ+2v8AFfVr2e3itdI0hGsbISKst1PM6sYogepwoz6CttP+Cr+jSSkP4OvDn+5qKfj1Svin4j/E\nS8+InjvVtevpTJeatcNcTN/tHsPbitf4I/CXVPjh8QrDw/pgAubxiXlIJS1jHLyN6AD8yQO9cMMx\nq+05KK0ufR1OGcG6Cr5g7tRSbva1lqff3wl/bg0v4o+HvEGuSeHr/RfDnhm386+1K4njeJpW+5bR\ngctM3Hy9hgngivgn9oP4uS/G74uav4kmt1tmv2VY4V6QxINsa/ULjJ7nJ717F+3h4y074Y6N4f8A\ng/4WdoNF8Lxrc6kR9+8vJFB3SEdWAO4+hfHYAfMSS53HduxzkelZ5pipSSpy6blcMZPh6KeOpxa5\nvhv/AC/8HcsxMRMpwxx05r9Ef+CVNmY/2fdVuAOJ9blxnoNsaCvzstJgrLkfKeBzX6Sf8ExoRB+y\n/BJtx5+rXbD6AoP6frV5E/3xz8eztl1u8kfRob6ciklORyR+NRmcFTyDimSSB485xmvr07as/Fug\nj/MhA/Q1Ft2t04FKZ9pJGAD15qJ5QxzkmhS3E2Iw29uMYzVWdAH46VJNIN36dagnkZT2wPTvWbYW\nRFMBnPORVSdec4zipWkAJNV5ZWckZx7ZpOQ9NiGaNeuPm68d6qzLsYkgDI61PNKCmc9Kpzzbjwec\nc1m2kNIgkjDZwce1VZhliTVqeT2AJqlcSbRweTzU7Ba+pVeA7zz9Kq3WWPrjrzVmSY4Ibt71Tmfq\neue2ahvuUkVJIyzk5PA7d6rSoQuM9KszSbTxjnqPSq08gCk59setZt2uFtLlOXczYAwuOT61Vuog\nScMRv4zirbzDHC8+oNU7qQHsMnt6VIJdCncwkMxDEgeg4rPu5OHBBAArSuCShxjH1rNueY+QPwoc\nrMbRkXzGRCBjgfSsW+3BQACWrbviWX5Rx/KsS/cjPbHHB6Vm3rqV0MbUyQxPTP4VjXzlcnow461s\nX7nJGf61hatcrCrNIRgCok7MrQwdeBvdqbmQk9fWsiTVX08+W5JHrVzWdYRwmwfNu5PpWPqrNcOX\n6he/pWXNrcLDL27nvoHK5AA6dqxZrp4jxwT6ZrVi1E26eWwDKR0rMvwvmMU4X09KXMEmyS01guTG\n+d2MjvU0sn7ofLz2rLkjwiFRh2JwR9a0HG1EBYnA5NRKQ0luVbluMgDNeAftOFm8RW65wfK54617\n5qG7k4wAOTXgH7Szj/hKYSuRtixyPespJ2YXVjyyWTaSDkgdMmoZEyQRg4qaV9pw3zc+uars27I5\nBzn61ztahcZIwC5A4poJye+enFOJORycEUwyZYEA49PSls9QbuIylywycdSPWikMnzZ69vXNFS5P\noDv0OgjYoMdAefWvTfhXEP8AhHiSwGXPSvMVOGC8AY55r1T4ewrF4XgH94k4HU89axxztT17n3fA\nUL5jftFnRmRi4AOe5Nejfs2/AjUf2hviPBoOnzw2MCRveahqFxkQ6baoMyTNj07DuSBXmcLg55yR\n3r7R/wCCZvxD+Hfw3+HXjNfGWu6LpuoeI7yO1FvfBsTWUcQO04UrtaRnyCedtc2XUIVatpbH6fxD\njqmFwUqlCLctErK+/UzvGX7YWjfBXwy3g34N2a2GjW+Y5vEFx81/qsgypmBP3Q3UHsDgACvnm8v9\na+JHihY/9L1PVNSmCIuTJLdSMcADPJJJxX6IS3X7NWqKG3fCyZV4B8uJQD7cCrOgXP7P/gTVItf0\nUfDe01PSA1xbXVu0RnjdVJGznOTyOBnnFe9XwcqmjmrdkfAYHPqOGTcMNPne7e7fmz8z/EWhXXhL\nW7vTtUhNpeae7RXUTEEwOv3lOMjjHNfo3+wH+zxH8D/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"output_type": "pyout", "prompt_number": 5, "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "The little TV screens" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Basically, they're a couple of colored bars, just like in an histogram. So, as a first step, we'll generate a bar graph from a random vector with six components." ] }, { "cell_type": "code", "collapsed": false, "input": [ "components = rand(6)\n", "components" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 3, "text": [ "array([ 0.79713122, 0.00178879, 0.1149884 , 0.71496044, 0.74560478,\n", " 0.07908629])" ] } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "bar(linspace(0, 1, num=6), components, width=0.16, color=['black', 'red', 'gray', 'brown', 'gray', 'green'], edgecolor=['black', 'red', 'gray', 'brown', 'gray', 'green'])\n", "axis('off')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 4, "text": [ "(0.0, 1.2000000000000002, 0.0, 0.80000000000000004)" ] }, { "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD9CAYAAACoXlzKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\novgAAAAASUVORK5CYII=\n" } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's put this together in a neat little function." ] }, { "cell_type": "code", "collapsed": false, "input": [ "def plot_bars():\n", " components = rand(6)\n", " bar(linspace(0, 1, num=6), components, width=0.16, color=['black', 'red', 'gray', 'brown', 'gray', 'green'], edgecolor=['black', 'red', 'gray', 'brown', 'gray', 'green'])\n", " axis('off')\n", "\n", "plot_bars()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD9CAYAAACoXlzKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n" } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now try to put a lot of these little plots all over a figure." ] }, { "cell_type": "code", "collapsed": false, "input": [ "grid_x = 10\n", "grid_y = 5\n", "delta = 0.3\n", "# x dimension calculation\n", "a = 1 / ((grid_x + 1) * delta + grid_x)\n", "# loop\n", "for i in range(grid_x):\n", " for j in range(grid_y):\n", " axes([delta * a + i * (delta * a + a), delta * a + j * (delta * a + a), a, a])\n", " plot_bars()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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} ], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks nice already! Let's try to figure out how to round courners. I've found this link [about annotating axes](http://matplotlib.org/users/annotations_guide.html) that seems to be useful." ] }, { "cell_type": "code", "collapsed": false, "input": [ "ax = gca()\n", "bbox_props = dict(boxstyle=\"rarrow,pad=0.3\", fc=\"cyan\", ec=\"b\", lw=2)\n", "t = ax.text(0.5, 0.5, \"dsfsdfsd\", ha=\"center\", va=\"center\", rotation=0,\n", " size=15,\n", " bbox=bbox_props)\n", "bb = t.get_bbox_patch()\n", "bb.set_boxstyle(\"round4\", pad=0.6)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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} ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.transforms as mtransforms\n", "from matplotlib.patches import FancyBboxPatch\n", "# Bbox object around which the fancy box will be drawn.\n", "bb = mtransforms.Bbox([[0.3, 0.4], [0.5, 0.6]])\n", "\n", "def draw_bbox(ax, bb):\n", " # boxstyle=square with pad=0, i.e. bbox itself.\n", " p_bbox = FancyBboxPatch((bb.xmin, bb.ymin),\n", " abs(bb.width), abs(bb.height),\n", " boxstyle=\"round4,pad=0.05\", lw=3,\n", " ec=\"k\", fc=\"none\", zorder=10.,\n", " )\n", " ax.add_patch(p_bbox)\n", "\n", "draw_bbox(gca(), bb)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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} ], "prompt_number": 98 }, { "cell_type": "markdown", "metadata": {}, "source": [ "With this in mind, we can go back to what we were doing above and draw a fancy box around our screens." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.transforms as mtransforms\n", "from matplotlib.patches import FancyBboxPatch\n", "def draw_box(ax):\n", " p = 0.2\n", " bb = mtransforms.Bbox([[p, p], [1 - p, 1 - p]])\n", " p_bbox = FancyBboxPatch((bb.xmin, bb.ymin),\n", " abs(bb.width), abs(bb.height),\n", " boxstyle=\"round4,pad=0.1\", lw=4,\n", " ec=\"k\", fc=\"none\", zorder=10.,\n", " )\n", " ax.add_patch(p_bbox)\n", "\n", "def draw_other_box(ax):\n", " p = 0.1\n", " bb = mtransforms.Bbox([[2 * p, p], [1 - 2 * p, 1 - p]])\n", " p_bbox = FancyBboxPatch((bb.xmin, bb.ymin),\n", " abs(bb.width), abs(bb.height),\n", " boxstyle=\"round4,pad=0.1\", lw=6,\n", " ec=\"blue\", fc=\"none\", zorder=2.,\n", " fill=True,\n", " color='white')\n", " ax.add_patch(p_bbox)\n", " \n", "ax = gca()\n", "draw_box(ax)\n", "draw_other_box(ax)\n", "#axis('off')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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P+O53v+uzCnuT8p16vuTZrl27NKsLEfnO9evXcejQIVnpYMvdbAaSk7Wtk68N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\n8i//Uvjtb3/rh5r6lifboaW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} ], "prompt_number": 62 }, { "cell_type": "code", "collapsed": false, "input": [ "grid_x = 10\n", "grid_y = 5\n", "delta = 0.3\n", "# x dimension calculation\n", "a = 1 / ((grid_x + 1) * delta + grid_x)\n", "b = 0.4 * a\n", "# loop\n", "for i in range(grid_x):\n", " for j in range(grid_y):\n", " ax = axes([delta * a + i * (delta * a + a), delta * a + j * (delta * a + a), a, a])\n", " draw_box(ax)\n", " axis('off')\n", " ax = axes([delta * a + i * (delta * a + a) + b / 2., delta * a + j * (delta * a + a) + b / 2., a - b, a - b])\n", " plot_bars()\n", " " ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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6O30wdEDk/NdxHjZoPJ4E4s033xRd02bQBRdcIBoQaXwjKvHYY4/JnkeD9D4l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\nGqSOjGnMOs4Xnb7uO1e1Mp1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wOM4u7QoahFvQYaqd1XJpCp9TV1cXdCP2pVMrwk7RHmbH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\nSUVORK5CYII=\n" } ], "prompt_number": 53 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Drawing red rectangles" ] }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(8, 8))\n", "ax = gca()\n", "ax.add_artist(Rectangle((0, 0), 7, 2, color='red'))\n", "ax.set_xlim((-10, 10))\n", "ax.set_ylim((-10, 10))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 71, "text": [ "(-10, 10)" ] }, { "output_type": "display_data", "png": 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Lt6fFKjRNU51Op86dO+fR1nBPPfXUZw5cjh8/XuPj43XhwoV66KGH6vjx4zfczm2PtOer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\nNACEEmkACCXSABBKpAEg1P8BGsIWdAhvms0AAAAASUVORK5CYII=\n" } ], "prompt_number": 71 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Drawing the text on top of the rectangles" ] }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(8, 8))\n", "ax = gca()\n", "ax.add_artist(Rectangle((0, 0), 2, 7, color='red'))\n", "ax.set_xlim((-10, 10))\n", "ax.set_ylim((-10, 10))\n", "text(0, 3.5, \"D\", color='white', fontsize='67')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 80, "text": [ "" ] }, { "output_type": "display_data", "png": 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} ], "prompt_number": 80 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }