matplotlib & pandas

This commit is contained in:
estomm
2020-09-26 22:03:11 +08:00
parent 73cc328c81
commit d31be4f219
599 changed files with 99925 additions and 0 deletions

View File

@@ -0,0 +1,59 @@
# ggplot样式表
此示例演示了“ggplot”样式该样式调整样式以模拟[ggplot](http://ggplot2.org/)[R](https://www.r-project.org/)的流行绘图包)。
这些设置被无耻地从[[1]](https://matplotlib.org/gallery/style_sheets/ggplot.html#id2)窃取(经允许)。
[[1]](https://matplotlib.org/gallery/style_sheets/ggplot.html#id1) https://web.archive.org/web/20111215111010/http://www.huyng.com/archives/sane-color-scheme-for-matplotlib/691/
![ggplot样式表示例](https://matplotlib.org/_images/sphx_glr_ggplot_001.png)
```python
import numpy as np
import matplotlib.pyplot as plt
plt.style.use('ggplot')
# Fixing random state for reproducibility
np.random.seed(19680801)
fig, axes = plt.subplots(ncols=2, nrows=2)
ax1, ax2, ax3, ax4 = axes.ravel()
# scatter plot (Note: `plt.scatter` doesn't use default colors)
x, y = np.random.normal(size=(2, 200))
ax1.plot(x, y, 'o')
# sinusoidal lines with colors from default color cycle
L = 2*np.pi
x = np.linspace(0, L)
ncolors = len(plt.rcParams['axes.prop_cycle'])
shift = np.linspace(0, L, ncolors, endpoint=False)
for s in shift:
ax2.plot(x, np.sin(x + s), '-')
ax2.margins(0)
# bar graphs
x = np.arange(5)
y1, y2 = np.random.randint(1, 25, size=(2, 5))
width = 0.25
ax3.bar(x, y1, width)
ax3.bar(x + width, y2, width,
color=list(plt.rcParams['axes.prop_cycle'])[2]['color'])
ax3.set_xticks(x + width)
ax3.set_xticklabels(['a', 'b', 'c', 'd', 'e'])
# circles with colors from default color cycle
for i, color in enumerate(plt.rcParams['axes.prop_cycle']):
xy = np.random.normal(size=2)
ax4.add_patch(plt.Circle(xy, radius=0.3, color=color['color']))
ax4.axis('equal')
ax4.margins(0)
plt.show()
```
## 下载这个示例
- [下载python源码: ggplot.py](https://matplotlib.org/_downloads/ggplot.py)
- [下载Jupyter notebook: ggplot.ipynb](https://matplotlib.org/_downloads/ggplot.ipynb)