Commit 16f188aa authored by Waad ALMASRI's avatar Waad ALMASRI
parents c514bce8 9cdf25c1
{ {
"cells": [], "cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plots"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"x = [14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4,\n",
" 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, \n",
" 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, \n",
" 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0,\n",
" 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, \n",
" 15.7, 10.2, 8.9, 21.0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Sequence Plot"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5,0,'x')"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(x)\n",
"plt.title('Sequence Plot')\n",
"plt.xlabel('x')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Histogramme"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5,0,'x')"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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Aw1X1lz0PSRqLQde6l+RE4MvAE8ArquqpnockjcUpFwlOBTYCJzPYU5fWJPfQte4luQO4FTgT2FZVV/Y8JGksG/oegNSnJG8GDlXVzUlOAP4ryauq6t/6Hpu0VO6hS1IjnEOXpEYYdElqhEGXpEYYdElqhEGXpEYYdElqhEGXpEb8H1h6kacKGiOfAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.hist(x, color = 'blue', edgecolor = 'black',\n",
" bins = 10)\n",
"plt.title('Histogram')\n",
"plt.xlabel('x')"
]
}
],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "Python 3", "display_name": "Python 3",
...@@ -16,10 +130,9 @@ ...@@ -16,10 +130,9 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.6.3" "version": "3.6.4"
} }
}, },
"nbformat": 4, "nbformat": 4,
"nbformat_minor": 2 "nbformat_minor": 2
} }
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