Skip to content

Instantly share code, notes, and snippets.

@denilsonsa
Last active October 21, 2022 10:08
Show Gist options
  • Save denilsonsa/c5d79aac44cdc684adc17a18b9ba231a to your computer and use it in GitHub Desktop.
Save denilsonsa/c5d79aac44cdc684adc17a18b9ba231a to your computer and use it in GitHub Desktop.
Diameter chart T-shirt design, loving gift to my wife
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "fbbee374-d937-4312-8905-8b04d05c37b6",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"from matplotlib import patheffects"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "46b00889-49a1-471a-b353-dc8624606f5f",
"metadata": {},
"outputs": [],
"source": [
"# https://stackoverflow.com/questions/56618739/matplotlib-throws-warning-message-because-of-findfont-python\n",
"import logging\n",
"logging.getLogger('matplotlib.font_manager').setLevel(logging.ERROR)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a43149b2-dee1-4b98-8e03-10a02476b4be",
"metadata": {},
"outputs": [],
"source": [
"data = [\n",
" #( 8_848, 'Mt. Everest\\nheight'), # meters\n",
" # kilometers\n",
" ( 2*6_371, 'Earth'),\n",
" #( 384_400, 'our distance to the Moon'),\n",
" ( 2*384_400, 'Moon\\'s orbit'),\n",
" #( 149_597_870, 'our distance to the Sun'), # AU (Astronomical Unit)\n",
" ( 2*149_597_870, 'Earth\\'s orbit'),\n",
" #( 1_079_252_849, 'Light-hour'),\n",
" #( 4_498_252_900, 'distance between the Sun and Neptune'),\n",
" ( 2*4_498_252_900, 'Neptune\\'s orbit'),\n",
" #( 9_460_730_472_581, 'light-year'),\n",
" ( 3.8e+13, 'Solar System'),\n",
" ( 9.26e+17, 'Milky Way'),\n",
" ( 8.79e+23, 'Observable Universe'),\n",
" ( 1e+32, 'Denilson ♥ Morgana'),\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a736b009-902d-499c-8846-c91e4c08a7c1",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(7.0, 1e+24, 1e+32)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_287164/1600711442.py:67: UserWarning: Glyph 9829 (\\N{BLACK HEART SUIT}) missing from current font.\n",
" plt.savefig(\"diameter-chart.svg\", )\n",
"/usr/lib/python3.10/site-packages/IPython/core/pylabtools.py:151: UserWarning: Glyph 9829 (\\N{BLACK HEART SUIT}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"with plt.xkcd():\n",
" DARKMODE = True\n",
" if DARKMODE:\n",
" plt.style.use('dark_background')\n",
" plt.rcParams.update({\n",
" 'path.effects': [patheffects.withStroke(linewidth=4, foreground=\"black\")],\n",
" 'figure.facecolor': 'black',\n",
" 'axes.edgecolor': 'white',\n",
" })\n",
"\n",
" # Overriding xkcd defaults:\n",
" # https://github.com/matplotlib/matplotlib/blob/v3.6.0/lib/matplotlib/pyplot.py#L585-L649\n",
" plt.rcParams.update({\n",
" 'font.family': [\n",
" #'Roboto',\n",
" #'xkcd',\n",
" 'xkcd Script',\n",
" #'Humor Sans',\n",
" #'Comic Neue',\n",
" #'Comic Sans MS',\n",
" ],\n",
" })\n",
"\n",
" fig = plt.figure()\n",
" ax = fig.add_axes((0.1, 0.2, 0.8, 0.7))\n",
"\n",
" ax.set_title('Diameters (km)')\n",
"\n",
" ax.spines.right.set_color('none')\n",
" ax.spines.top.set_color('none')\n",
"\n",
" ax.xaxis.set_ticks_position('bottom')\n",
" ax.set_xticks(list(range(len(data))))\n",
" ax.set_xticklabels([label for (dist, label) in data], rotation=30, ha='right')\n",
"\n",
" ax.set_yscale('log')\n",
" ax.set_ylim(1, 1e+24)\n",
"\n",
" bars = ax.bar(\n",
" x=list(range(len(data))),\n",
" height=[dist for (dist, label) in data],\n",
" width=0.75,\n",
" color='white' if DARKMODE else 'black',\n",
" )\n",
"\n",
" last_bar = bars.patches[-1]\n",
" print(repr((last_bar.get_x() + last_bar.get_width() / 2, ax.get_ylim()[1] - 1, last_bar.get_height())))\n",
" ax.annotate(\n",
" ' . . . 8',\n",
" (\n",
" last_bar.get_x() + last_bar.get_width() / 2,\n",
" min(\n",
" ax.get_ylim()[1] - 1,\n",
" last_bar.get_height()\n",
" )\n",
" ),\n",
" #(, ),\n",
" ha='center',\n",
" va='bottom',\n",
" rotation=90,\n",
" xytext=(0, -8),\n",
" textcoords='offset points',\n",
" )\n",
"\n",
"# Warning: the saved SVG image will have graphics outside the viewBox.\n",
"# I couldn't figure out how to fix it in code.\n",
"plt.savefig(\"diameter-chart.svg\", )\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2d9c8545-1242-4619-8780-d8bf246d1bab",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"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": "3.10.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment