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Last active February 27, 2019 09:26
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matplotlib_pie.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "matplotlib_pie.ipynb",
"version": "0.3.2",
"provenance": [],
"collapsed_sections": [],
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/vivek081166/56b9463050cda311bb12b8641a46a44a/matplotlib_pie.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"metadata": {
"id": "t9lhUHiBRkPY",
"colab_type": "text"
},
"cell_type": "markdown",
"source": [
"### Pie Chart"
]
},
{
"metadata": {
"id": "bMqZqRtTP3BX",
"colab_type": "code",
"outputId": "17c377dc-0b1d-49c8-ad49-03db47557934",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 345
}
},
"cell_type": "code",
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"labels = 'S1', 'S2', 'S3'\n",
"sections = [56, 66, 24]\n",
"colors = ['c', 'g', 'y']\n",
"\n",
"plt.pie(sections, labels=labels, colors=colors,\n",
" startangle=90,\n",
" explode = (0, 0.1, 0),\n",
" autopct = '%1.2f%%')\n",
"\n",
"plt.axis('equal') # Try commenting this out.\n",
"plt.title('Pie Chart Example')\n",
"plt.show()"
],
"execution_count": 0,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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DePX0aR6vJLtjMJQhPX0Aiou/Fx2FnBALk1osX6fDtWlpWMFLRsiOSZIOR4/ehzNnpouO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\nTkSuQmCC\n",
"text/plain": [
"<Figure size 576x396 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"metadata": {
"id": "HM9D5JzmP9xb",
"colab_type": "code",
"colab": {}
},
"cell_type": "code",
"source": [
""
],
"execution_count": 0,
"outputs": []
}
]
}
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