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@bmtgoncalves
Created December 26, 2021 13:43
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Christmas Animation.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <div style=\"width: 150px; float: left;\"> <img src=\"https://raw.githubusercontent.com/DataForScience/Networks/master/data/D4Sci_logo_ball.png\" alt=\"Data For Science, Inc\" align=\"left\" border=\"0\" width=150px> </div>\n <div style=\"float: left; margin-left: 10px;\"> <h1>Christmas Tree Animation</h1>\n <p>Bruno Gonçalves<br/>\n <a href=\"http://www.data4sci.com/\">www.data4sci.com</a><br/>\n @bgoncalves, @data4sci</p></div>\n</div>"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from collections import Counter\nfrom pprint import pprint\n\nimport pandas as pd\nimport numpy as np\n\nimport matplotlib as mpl\nimport matplotlib.pyplot as plt \nfrom matplotlib import animation, rc\nfrom IPython.display import HTML\nfrom mpl_toolkits.mplot3d import Axes3D\n\nimport tqdm as tq\nfrom tqdm import tqdm\n\nimport watermark\n\n%load_ext watermark\n%matplotlib inline",
"execution_count": 1,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Generate the initial 3D figure"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig = plt.figure(figsize=(8.8, 8.8))\nax = fig.gca(projection='3d')\n\ntheta = np.linspace(-4 * np.pi, 4 * np.pi, 100)\n\nr = 4*np.pi+theta\nz = -5*r\nx = r * np.cos(theta)\ny = r * np.sin(theta)\n\nax.plot(x, y, z, '*', color='#146B3A')\n\nr2 = 4*np.pi+theta+np.pi/2\nz2 = -5*r2+5*np.pi\nx2 = r * np.cos(theta+np.pi/2)\ny2 = r * np.sin(theta+np.pi/2)\n\nax.plot(x2, y2, z2, '*', color='#BB2528')\n\nax.scatter3D(0, 0, 5, color='#F8B229', s=200, marker=\"d\")\n\nax.set_xlim(( -25, 25))\nax.set_ylim((-25, 25))\nax.set_zlim((-150, 5))",
"execution_count": 2,
"outputs": [
{
"data": {
"text/plain": "(-150.0, 5.0)"
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": "<Figure size 633.6x633.6 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Write the animate function that will produce the individual frames/"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig = plt.figure(figsize=(8.8, 8.8))\nax = fig.gca(projection='3d')\n\ntheta = np.linspace(-4 * np.pi, 4 * np.pi, 100)\n\nax.set_xlim(( -25, 25))\nax.set_ylim((-25, 25))\nax.set_zlim((-150, 5))\n\nline1, = ax.plot([], [], [], '*', color='#146B3A')\nline2, = ax.plot([], [], [], '*', color='#BB2528')\n\nax.set_axis_off()\nax.view_init(10, 0)\n\ndef animate(i):\n speed = 50\n theta_t = theta-i/speed*np.pi\n \n r = 4*np.pi+theta\n z = -5*r\n x = r * np.cos(theta_t)\n y = r * np.sin(theta_t)\n\n r2 = 4*np.pi+theta+np.pi/2\n z2 = -5*r2+5*np.pi\n x2 = r * np.cos(theta_t+np.pi/2)\n y2 = r * np.sin(theta_t+np.pi/2)\n\n line1.set_data_3d(x, y, z)\n line2.set_data_3d(x2, y2, z2)\n ax.scatter3D(0, 0, 5, color='#F8B229', s=200, marker=\"d\")\n\n return (line1, line2)\n\nanimate(0);",
"execution_count": 3,
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": "<Figure size 633.6x633.6 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Finally, combine it all into the full animation"
},
{
"metadata": {
"scrolled": false,
"trusted": true
},
"cell_type": "code",
"source": "fig = plt.figure(figsize=(8.8, 8.8))\nax = fig.gca(projection='3d')\n\ntheta = np.linspace(-4 * np.pi, 4 * np.pi, 100)\n\nax.set_xlim(( -25, 25))\nax.set_ylim((-25, 25))\nax.set_zlim((-150, 5))\n\nline1, = ax.plot([], [], [], '*', color='#146B3A')\nline2, = ax.plot([], [], [], '*', color='#BB2528')\n\nax.set_axis_off()\nax.view_init(10, 0)\n\ndef init():\n line1.set_data_3d([], [], [])\n line2.set_data_3d([], [], [])\n\n ax.scatter3D(0, 0, 5, color='#F8B229', s=200, marker=\"d\")\n \n return (line1, line2)\n\nbar = tqdm(total=4950)\n\ndef animate(i):\n bar.update(i)\n speed = 50\n \n theta_t = theta-i/speed*np.pi\n \n r = 4*np.pi+theta\n z = -5*r\n x = r * np.cos(theta_t)\n y = r * np.sin(theta_t)\n\n r2 = 4*np.pi+theta+np.pi/2\n z2 = -5*r2+5*np.pi\n x2 = r * np.cos(theta_t+np.pi/2)\n y2 = r * np.sin(theta_t+np.pi/2)\n\n line1.set_data_3d(x, y, z)\n line2.set_data_3d(x2, y2, z2)\n\n return (line1, line2)\n\nanim = animation.FuncAnimation(fig, animate, init_func=init,\n frames=100, interval=20, \n blit=True)\n\nHTML(anim.to_html5_video())\n#anim.save('christmas.gif')",
"execution_count": 4,
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": " 88%|████████▊ | 4371/4950 [00:01<00:00, 5601.75it/s]"
},
{
"data": {
"text/html": "<video width=\"632\" height=\"632\" controls autoplay loop>\n <source type=\"video/mp4\" 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kr4zdFhtJl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jnvV1v/VKY51iOZAQolC7WY1henrksaeD/poNhjWruFJfJJznoPN4GeHq3i7cTnayLAwQA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\nwPlWQsZaD2Sc2HlD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NfB7wgS4Io4STxuoaNd/lXGyS65jjBTmRRrvb3RIgfvPAdgutAXX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\nnSTwMVyW9SQZkAsIqPXBNOSBKa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},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
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snjW64p7bdbyITnEAZY8GM8APThrB0kfKDZ9bpI+e3KDzGqbqhf/eNmzTlLHVtbrxgqv0/N0PDT2382CPrlu/RG8fcv/oTAD2ENaAQ7lK3IWcA50ya8N9amxZoRMaZ6ixZcXQHHP6pim1Y2qGyuLpy7nu3dk6rEQOINwIa8ChXLuCOV0ylU334Xd069wFemTZRt06d4G6Dw+OoBvunKf6pU1qbW9TIplUa3ub6pc2qeHOeaNeg9E3EB7MWQMFKnRXMC+XTGXaTOXaWZeq5YalozZSWR5bpy17HjZxNjaAgrCDGVCqYtY6e2F5bK227Nmu6qpqDRwfGBXG2U71ytSg1nmwR3dsXjm4PMyDvckBOEKDGeDUyLlpt0rcpcpWIk8ZeapXpga1FOa+gfLApihAFulz06nlV6kO7vQSt99aF68e+vOa5tHl7UIa1EaOvlvb29Ta3pZ1eRgjcCBYlMGBEZycWGXVbZvu0qQTJ+qWpvnasme7ug71Dgt5J3PfUuHz34Q6UBLK4EChnCy/sqp18WqtaV6m8xqmak3zsmFBLRU2+pacdZ9L+cvquTrUOw/26Op1d+jqdXcMff3FN1/S2cuu0pO/e47OdlQ0whpIkzovOlJVFfjctNfyzX1Lhc9/Fxrq9+5s1TN/eEGXf/O/jAree3e26vnXfqPnX/vNUNj/7Q/u1uG+I7r9e99gbh0VjTI4kCa1TWjdlNM18ZJLKvrEqlRJ+4MTJuuh536Wtfs89djr1i/Rq90HJGlUWT1Xh7qkjF/Lha1XEVIs3QJyCcM8dS7FzCWn5qkbJkzW5edemHX+O1sQV0Wi6rzvqaHrz/r69Upk2PO8Zky1rjj3Iv3sxfahPdGjkahqx1Tr6MDwf5PaMTX69OxPZp1bB8occ9ZALmGYp87FyRKtkSXtN3rf0uan2nT1ujsyzn+nSuXRyOCvk9oxNTq7vkGfbPzY0GMmn3SKbpxz1bDnVUWrdOMFV+n/3f0jTTpxwrDDSxLJhGrGVI+6t4HjAxnn1oGwI6wBpa2h7uuTIhEl+vpMzlM73ULUaYOY5GydtvR+s5qUVO2YGg0cH9Al0+co9oV7hz3uSPw9TZ98liKKqCoS1fHE8aHg7T78js6YeJrmn3+Z5p9/mc6ceJr6BuKaftqHdP6ZM3TSX5ygieNPyjq3DoQd66yBP+vv6dW4c87RkZdf1rhzzjF5XnT6CLmQLUT3rnow6xKtbArtFE+XalZLL5WP1Lp4tW7bdJc+MfX8UY8bOVoHMBxz1oD8n7N2OofsZAvRkfJtT5pJvnXaADxBgxmQi9/7fjs9ZMPpJibpCF6gbGQNa8rggLLv+61kUntvulkz13/LldB2us1nSjGl6aFr5NmeFIB9NJgBf5ba93vOtpimLFqo/p6enGdXpzhp+nLavJWukE1MAIQTZXAgAydz2E5L2sXMIQOoCMxZA04UModdbNMXc8gAsmDOGnCikLOr9656UN/8n2s19X/t1LdnjlP/+LF5l0VJzCEDcI45ayCLQ2+9pX3nnq6zN//L0Bx2usknnaKPPP2Spr4zoL95Ne6o6QsAnKAMDmSRay4625z2saqort7/G79uEUC4MGcNFKqQuWi/12UDqAgc5AEUqpDlVYXMaWcS7+rS3ptuVry729P3ACBcCGtUrGzrowvdgCTTuux8Clm3DQAjUQZHxco1J+328qqwn5edSbyrSy9+6csl7f5W7Gu4cW0gAJTBgZRCjo1sXbxaa5qX6byGqRnPcHaq1POy/Sqfu3kdN6oIxb5GIc9jSgLlhLBGxSlly89iFTvHnZItfNwOHDcCdvfM2do1rVEdW2NSMqmOrTHtmtao3TNne/4aTp7HlATKCWGNipGao45EIkUfilGKYua484VPoYGTL9TdCNiUUqsIpbxGIc/L9V4ZbcMqwhoV496drXr25X1at2NzIIdizNpwnxpbVuiExhlqbFmhWRvuy/ucbOGTTCYdhWu+UHcjYFNKrSKU8hqFPC/Xe019n55d8BkCG6aw3ShCL9OxlNLguuk1zct82/KzmKanbOEzd/djWdd5pxvZ2NaxNaaOrbFRjW2FhJyT+09VERqaP6sDD2xTfxHBV+xr5Hte+nuN1NQo0denzp/uUOf//cn7r9HdraeaLgl1AyDKCyNrhF4Qc9SZFDtHmql8XujI08mIOV+Z3sn9Z6siOCkzj3yNGSu/UdBzU8+rmThBR37/e81oWZH1vdZfNthUWHvqqVJ09K/DRDxe1FQA4DZG1gi9QtdNe6XQ0W026eXyxrTgKWTk6aScnO06pd5/uvTAb1y10tPn5np875NPDXtP8bfeGv0CVVWa/NfXjKpWAEFgnTUqwm2b7tL4unHa/x8vq/H0D+tPfUcKWo7l1lrhILcm3bfki6qprx8W6oXMl6e4cf+lrDN3+txCHp/pPVWffLKidXU6+tprg6PsREJTFi10/KECKAHrrFHZWhev1tjqOv36wO81trqu4HXTbizvcaPhqhTFNLalc+P+S2lgc/rcQh6f6T2dMu+TGj/1HE353CJ9vO1HmvK5RQV17AN+oAyO0MvUYNba3jbsYI6R3Cz9Su40XAWp1PsvJfCdPrfQx2d6T9mmAoCgUQZH6HUe7FFL2/3ase9JHR2Ia2x1ra6ddalabliadd466NJ1GJVSjnf63FJL/0BAspbBGVkjtNLnmzM1mCWTSV23fok23X73qNAOunQdRqWMWp0+lxEywoY5a4RW+nxzpk1Q0jdJyaSYHccAwAuUwRE6+bqBR85hp+SawwYAH9ANjsqRrxvYyiYpAFAowhqhk2++OehNUgDAKcIaZcHpaUj55psLPcgjdVLX24e8P+gDALJhzhplYf/KVeqIPaApC5t93VFqeWydtux5WLc0LdDahf4c+AGgYmWdsyasYVop21SWgiY0AAGgwQzlyc1zlp2gCe19XkwFuPWaTFOgUhDWMC2ozUmKbUILY3jkW48e5GuW8jph/LdCeFEGhwm5TrcKauvI2zbdpUknTtQtTfO1Zc92dR3qzXsASJBz3J0He3TH5pUZd2QrhhdTAW69phuvQz8CDGLOGrYF1UDmFgtz3G6HTzF7qvv1mqW8jtN/K7c/BAE5MGcNm3bPnK1d0xrVsTUmJZPq2BrTrmmN2j1zdtC35kihc9z5Sq/FlGYb7pyn+qVNam1vUyKZVGt7m+qXNqnhznnFvyF5sx7drdcs5XWc9iN4MQ0AOEVYI1BBNZC5rdDwyPeLv5hg8LIZrtD16EG8ZrGvU+i/Va4PQcx3w2+UwRG4/Stb1BHbpmhNjRL9/WVbCs81x52v9FpqGX15bK227Nmu6qpqDRwfYB42j0L6EXKV2tft2Mx8N7zAnDXssnr2sJtzlfnmWEudyx0ZPm/0vqX3+vuYZy3RyA9BUkSJZGLU41h/D5dwnjXsydQBbuns4fSSdKmjp3yl11LnctNHhWualw01m7lx75XszXc6VX/CBG24dYV++sITeqP3Lb3SfUCvdh+QpGEfqgAvMWeNwKSfN22JVw1b+eZY3ZjL9erewzRH6+S9fHDCaeo+/I5+8m9P6IdP/1SP//aZoaCWpKMDcf34+V1UL+A5yuDwXVBbiBbKiyVLfvHq3t1cFubG9EIpr1HIe8nWQxCNRJQqhdeOqdaUD5yqD9U3KPaFe4t5G8BILN2CHdY7wMv5CE23792LkbobS6GKeQ0n7yVbh/2Nc/5KUlK1Y2o0cPyYLpk+h6CGLwhr+M7LLUTdKtd6sWTJL27eu5vLwtwI/lJew8l7yfah50j8vbL9uUB5o8EMgUidN53eAe4Gt5rCRjZslRM3793NkfreVQ9mLdH78RpO30vqQ0+25V3l9nOB8kZYIxDpS7PO/sLn9eKXvqx4d3fRo+uRc4yt7W1qbW9jSY0LMoVWMdwI/lJfw8l7IZhhCQ1mCJwb+4KXc1NYJSnmcBQvXgMwik1RYI/bXeHs4gWgzNENDnsydYWfdPWV2rjogqIaxMq5KSxI8a4u7b3pZsVd6huwcD2/3xPgNcIagcnUFf5i75v6+Vu/K2pZT+vi1VrTvEznNUzVmuZllEYL5PfmNH5cz+qGO0CxKIMjUKl9wW9/41Fd/NqfdHJ/Qt+efcLQ1yutQSzTFqxe8XtzGj+u5/U1/Pz3QUWiDA6bZm24T40tK9T27Yd16JYF+pc5p0jKvAa2Ekqbfo4I/d6cxo/reX0NRuwICku3YEIhS3LSf1GW4xGauYwcEXZsjalja8zTLVi93JwmqOt5dY0g/n2AdIysYUa2BrHdM2dr17RGdWyNScmkOrbGtGtao3bPnO3p/fg5kg9qC9bU5jRztsU0ZdFC9ff0lP31vLiGW/8+lVAdgjeYs4YvSjl4Id7VpZfuWaPuxx5Xoq9P0bo6TbryCk396lc8nTd0Y/23s+u1qCO2TdGaGiX6+327Lgrjxr+P3z9TKDucZ41glbINqN/l2qBKnl5twQp3lPLvQxkdpWJkDU9lO2rQaZd3qms8/Rdl+pal+Tjp4g1qJI/wKuZnis7zikQ3OILh1qlNqa7xExpnqLFlhaOglpx18fo9kkf4FfMzRec50lEGh6e8OBvayYij2PIjJWm4rdCfKUrmyIQyODzn9sELTpp0KGmj3GT6mZ148VzF/zz1w89tqNFgBn+ld3+7ddRgMSMOStooN5l+Zt979TUdefnlUO4xgMIwZw1PpHd/u6XYta5erLtlvSy8lPqZTSYSUjKpI3/4g697DMAeyuBwlVvd39lYWYvMell4KdWXMf3rX9Nr3/0e0ziVg25w+MOt7u9s/N5xa6SgdlNDZUl1gh+IbWMaB5KYs4bL0ru/Jx2r0uef61bnuZGSur/TpS/ZamxZ4cprOtH0+KNZG9bcxBrbypSpL0OSFI1qzrYYKxMqGCNruC61x/fG8RdoxrvHdPpjTwd9S67xq2GNNbbhU0ifQ7a+jIufeqLoPQYQDoys4bpb/mmnEvG4jmpwAmb6C69p17TG0KwT9XINNmtsw6uQU+NYvYBsaDCD60auEx0YE1X9FZdr5je+wS+dPPxeF26x3F7KoS9eKeX7NPIDWEq2D2Clbq2LskaDGfyTPjo4PqZKVccS+lXvm2bCwDK/R1a5yu2dB3t03folevtQryvXKnS5WynL/rxaUlfKtITTJYelbq2LcCKs4Yntux/Wo1Nq9LU547SroVadr7+s+qVNarhzXtC3Zl56x/uEz8zXvz6zy7XATCmkq93ttfL5Aq/hznmqX9qk1vY2JZJJtba3Of6ZcRqq+T6QuNH9T2kbbqAMjoxKLY92HuxRS9v92rHvSR0diGtsda2unXWpWm5Yaqa0WQ6Wx9Zpy56HdUvTAsdHi+aSq9z+4X/8rKtr5QstA5fyM+O01JyS7/vr1rQEpW0UiDI4nCm1G9mLAzwqiRujzFxyjfbcXitfaBm4lJ8Zp6XmQr+/xY6KR47YKW2jVIQ1hnFz04/UEq5Hlm3UrXMXqPuwu6Vcv7g9d1sIrzeXkbJvMOP2By0ngVfsz4zTUHXy/S1mIx4vtttFZaMMjmH87ka22Pk7klel6PzXXaste7aruqpaA8cHfL2+2yel+VEGdnoNL76/Xm+3i9DLWgYnrDGKn/tvBxWEhQj6F6/bgYnhvPj+utmrUQ4fZOE6whqF82MUFHQQFoImORTDrRG75Q+y8AznWaNwfuy/vXfVg1mD0Aqa5FCM1Lx7+ojdiZEfZFvb29Ta3mbqgyz8R1gjEMUGod+lwVJ/8aLypJfS1zQ7HxGXwwdZ+I9u8Arj1Q5PxSim89fvLtvWxau1pnmZzmuYqjXNy5gzhuecfJANYqUCgsGcdYXZv3KVOmIPeNo05oVsc9w1Y6r10bP+kiYchEqhzW/Ma4cODWaVrtgdnqzI1uwVjVbpoece4ZcVKko5NGiiKOxgVumc7vBkzcjS4NGBuB7a+6i2/XKnJzt8AZb5sWkObCGsK0QYDhNIn+Nu/vg1Ov3ken5ZoSJlmteORqNa/P0VzF+HFGFdQYrZNtEpLxte0pu97r/567rqvCaWVaFijWzQfOblfWxxGmLMWcNVfja8eLXDFztHoZwwfx0qNJjBW2H6hUGHLSwb+WGSnfZChQazSuf1+uowNLx4fSwl4IaRew2w015lIKwrRKnnU+cThl8YYfjAgfDK9WEyLMfRIju2Gw25keurO7bG1LE15sn66nLfmtPvDxzMjcOJXNuQpv/8FLPFKexjZB1yfq6vDsPWnH6OUPzeOhU2FbqCIgzVKxSPkXXIFbK+mhHe+0o9hKEQnKqEdOkf2vI1NJZ79QrFoxu8AuQ7n5ruZ38F1b3LhzJ3uPV9DNMKCriGpVsYjV8WwVkeW6ste7aruqpaA8cHfPmgxIcyd7j1fWTJFTJg6RZGo/s5OH7OjQe9JM3vYxy9up7b30fmoOEEYV3BJp90iiYORLT8F92adLyKXxY+8rMZL+gPZX430nl1PS++jyy5QqFoMKtwpz/2jKa9e0wbx12g7XNOp2ElhIIawfndSOf19bz4PvrR0IhwYGRdoXbPnK1d0xo1/YXXFElKR//PTl31je/pln/aGfStwQNBjOD8HtH7cT1GwggKI+sK1fT4o3rpnjXqfuxxJfr6FK2r06Qrr9DUr34l6FuDB4IYwfk9ovfjeoyEERRG1iFUSINNGM63hn1+j0QZ+SKsWLoVQoUuLcm3/hoA4CvWWVcC1k0DQFljnXUlCHqJDoDK4PWRuxiNsA4Rvxt6+A8LVCavj9zFaHSDh4yfG/2n/4dtXLXSs+sAsMHPI3cxHHPWcGzkf9gU/sMC4Rbv6sq65JOVJK5gzhru8fOMbAB2sOQzOJTB4Rj/YYHK1d/TqymLFg5b8gnvMbIOAb9PNZLe/w87Z1tMUxYtVH9Pj2/XBhCMeFeXBt59V2cv+Vud0DhDjS0r2JvBJ8xZhwDnFAPww/6Vq9QRe0BTFjbTVOoNNkUJozBvghLv6tKLX/qyZq7/FuV1IGA0lfqGBrMwCvMmKKzjBOygqTR4NJiVsaDOKfYS6zgBe2gqDR4j6zIXtlOG+AQP+KvQnQhpKg0Wc9YwZ//KFnXEtilaU6NEfz/NLICHaBozhQYzlI8gj+6ksQ2VgqYxkwjrStN5sEd3bF6pTbffXdZz2H5jlIFKwdahJtENXmnu3dmqZ1/ep3U7Ngd9K2Vh98zZ2jWtUR1bY1IyqY6tMe2a1qjdM2cHfWuAJ2gaKy+Edcg03DlP9Uub1NrepkQyqdb2NtUvbVLDnfOCvjXTaGxDuXDzaFqaxsoHYR0yYV577SWLowzOC0cmbu5BMGvDfWpsWcHWoWWAsA6ZMK699ou1UQYbwyAdUzWVjQazELpt012adOJE3dI0X1v2bFfXoV61Ll4d9G2hQHTplhe/VhDQEFYRaDCrJK2LV2tN8zKd1zBVa5qXEdRlxur8ucWyvIV78qsCYnGqBv4hrAFjrP5StliWD/KegihLW5uqgX8ogwMGBbkxzEgWy/IW7omyNDxAGRyF6TzYo+vWL9Hbh8p7j/FyZ6lL12JZ3sI9Wa2AIJwIawzDZioYyWIoWbknytLwC2VwSBrcTCV+rH/U39eOqdGB9T8P4I5giaWyvOV7AkrE3uDIrfNgj1ra7teOfU/q6EBcY6trde2sS9Vyw1LWaAOAP5izRm5spgIAdo0J+gZgR/fhd3Tr3AXDNlMBAASPMjgAADZQBgcAoFwR1vANa7gBoDiENXzDGm4AKA5z1vAca7gBoCDMWSM4e1c9qM9ccKXGVtdKksZW1+rGC67S83c/FPCdAUB5IKzhOdZwA0BpWGcNX7CGGwCKx5w1KkLnwR7dsXmlNt1+NyN6AFYxZ43KRic6gHLGyBqhRic6gDLCyBqViU50AGFAWCPU6EQHEAaENUIv1Yn+yLKNunXuAnUfDr4Tna1XATjBnDUQgOWxddqy52Hd0rRAaxcuC/p2ANiQdc6asAZ8RMMbgBxoMAMsKIeGN0r0gD2ENeCjcmh4Y006YA9lcMBnt226S5NOnDhs69XWxauDvi1K9EDwmLMGkFvnwR61tN2vHfue1NGBuMZW1+raWZeq5Yalpkb+QIgxZw0gt3Io0QOVilO3AAzhdDTAJsrgAADYQBkcAIByRVgDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHGENQAAxhHWAAAYR1gDAGAcYQ0AgHFj8nw94stdAACArBhZAwBgHGENAIBxhDUAAMYR1gAAGEdYAwBgHGENAIBx/x+deps2GAeK3wAAAABJRU5ErkJggg==\n",
"text/plain": "<Figure size 632x632 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <img src=\"https://raw.githubusercontent.com/DataForScience/Networks/master/data/D4Sci_logo_full.png\" alt=\"Data For Science, Inc\" align=\"center\" border=\"0\" width=300px> \n</div>"
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.8.5",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"varInspector": {
"window_display": false,
"cols": {
"lenName": 16,
"lenType": 16,
"lenVar": 40
},
"kernels_config": {
"python": {
"library": "var_list.py",
"delete_cmd_prefix": "del ",
"delete_cmd_postfix": "",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"library": "var_list.r",
"delete_cmd_prefix": "rm(",
"delete_cmd_postfix": ") ",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
]
},
"gist": {
"id": "",
"data": {
"description": "Christmas Animation.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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