{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Matplotlib 基础"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"在这节课中,我们将会学习到 Matplotlib 的相关内容。\n",
"\n",
"通过 Matplotlib,我们可以仅编写几行代码,就生成直方图,折现图,散点图等,高效美观的展示我们的数据。"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"\n",
"导入 `matplotlib` 和 `numpy`:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"from numpy import *\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## plot 二维图"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"plt.plot(y)\n",
"plt.plot(x, y)\n",
"plt.plot(x, y, format_string)\n",
"```\n",
"\n",
"只给定 `y` 值,默认以下标为 `x` 轴:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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": [
"x = linspace(0, 2 * pi, 50)\n",
"plt.plot(sin(x));"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"给定 `x` 和 `y` 值:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x));"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"多条数据线:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x),\n",
" x, sin(2 * x));"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"使用字符串,给定线条参数:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x), 'r-^');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"多线条:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x), 'b-o',\n",
" x, sin(2 * x), 'r-^');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<img src='http://imgbed.momodel.cn/5cc1a0b8e3067ce9b6abf76f.jpg' width=16px height=16px> **编程练习**\n",
"\n",
"在同一幅图中绘制 sin(x), sin(2\\*x), sin(3\\*x) 三条曲线。颜色分别为蓝色,红色,黄色。\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"# 请编写你的答案\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"from numpy import *\n",
"%matplotlib inline\n",
"x = linspace(0, 2 * pi, 50)\n",
"plt.plot(x, sin(x), 'b', x, sin(2 * x), 'r', x, sin(3 * x), 'y');\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## scatter 散点图"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"scatter(x, y)\n",
"scatter(x, y, size)\n",
"scatter(x, y, size, color)\n",
"```\n",
"\n",
"假设我们想画二维散点图:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x), 'bo');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"可以使用 `scatter` 达到同样的效果:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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.scatter(x, sin(x));"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"x = random.rand(200)\n",
"y = random.rand(200)\n",
"size = random.rand(200) * 30\n",
"color = random.rand(200)\n",
"plt.scatter(x, y, size, color)\n",
"# 显示颜色条\n",
"plt.colorbar();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<img src='http://imgbed.momodel.cn/5cc1a0b8e3067ce9b6abf76f.jpg' width=16px height=16px> **编程练习**\n",
"\n",
"要求:使用 scatter 绘制 sin(x)的二维散点图,把颜色设置为红色,散点形式设置为三角形."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# 请编写你的答案\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"x = linspace(0, 10, 30)\n",
"plt.scatter(x, sin(x), marker='^', color='r');\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 多图"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"使用figure()命令产生新的图像:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"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": [
"t = linspace(0, 2*pi, 50)\n",
"x = sin(t)\n",
"y = cos(t)\n",
"plt.figure()\n",
"plt.plot(x)\n",
"plt.figure()\n",
"plt.plot(y);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"或者使用 `subplot` 在一幅图中画多幅子图:\n",
"\n",
" subplot(row, column, index)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.subplot(1, 2, 1)\n",
"plt.plot(x)\n",
"plt.subplot(1, 2, 2)\n",
"plt.plot(y);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<img src='http://imgbed.momodel.cn/5cc1a0b8e3067ce9b6abf76f.jpg' width=16px height=16px> **编程练习**\n",
"\n",
"要求:在上下排布的2个子图中,显示sin(x)和cos(x)的图像,请编写代码实现。"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# 请编写你的答案\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"fig = plt.figure()\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(x)\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(y);\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 向图中添加数据"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"默认多次 `plot` 会叠加:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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.plot(y);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 标签"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"可以在 `plot` 中加入 `label` ,使用 `legend` 加上图例:"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, label='sin')\n",
"plt.plot(y, label='cos')\n",
"plt.legend();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"或者直接在 `legend`中加入:"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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.plot(y)\n",
"plt.legend(['sin', 'cos']);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 坐标轴,标题,网格"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"可以设置坐标轴的标签和标题:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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": [
"x = linspace(0, 2 * pi, 50)\n",
"plt.plot(x, sin(x))\n",
"plt.xlabel('radians')\n",
"# 可以设置字体大小\n",
"plt.ylabel('amplitude', fontsize='large')\n",
"plt.title('Sin(x)');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"用 'grid()' 来显示网格:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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, sin(x))\n",
"plt.xlabel('radians')\n",
"plt.ylabel('amplitude', fontsize='large')\n",
"plt.title('Sin(x)')\n",
"plt.grid();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<img src='http://imgbed.momodel.cn/5cc1a0b8e3067ce9b6abf76f.jpg' width=16px height=16px> **编程练习**\n",
"\n",
"要求:绘制 cos(x) 的图,包含坐标轴、标题和网格。"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# 请编写你的答案\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"plt.plot(x, cos(x))\n",
"plt.xlabel('radians')\n",
"plt.ylabel('amplitude', fontsize='large')\n",
"plt.title('Cos(x)')\n",
"plt.grid();\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 直方图"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"从高斯分布随机生成1000个点得到的直方图:"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"collapsed": false
},
"outputs": [
{
"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.hist(np.random.randn(1000));"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"更多例子请参考下列网站:\n",
"\n",
"http://matplotlib.org/gallery.html"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<img src='http://imgbed.momodel.cn/5cc1a0b8e3067ce9b6abf76f.jpg' width=16px height=16px> **编程练习**\n",
"\n",
"要求: 已知某商店出售 3 种水果,当天的营业额分别为苹果:100,香蕉:200,葡萄:250,请绘制饼图,显示三种水果的占比。"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# 请编写你的答案\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"labels = [u'苹果',u'香蕉',u'葡萄'] #定义标签\n",
"sizes = [100,200,300,] #每块值\n",
"plt.pie(sizes, labels=labels, autopct = '%3.2f%%');\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}