最近几年,Python 可视化库层出不穷,有些库在特定领域大放异彩,但 Matplotlib 仍然是很多初学者首次接触、基础能力最全的可视化库,也是很多初学者绕不开的可视化库。 今天我整理了50个 Matplotlib 常用图表,这些在数据分析和可见化中非常重要。欢迎收藏学习,喜欢点赞支持。 交流群 想要进 python 学习交流群的同学,可...
5:'tab:green', 6:'tab:blue', 8:'tab:orange'} df_raw['cyl_color'] = df_raw.cyl.map(cyl_colors) # Mean and Median city mileage by make df = df_raw[['cty', 'manufacturer']].groupby('
'hwy', s=df.cty*5, c=df.manufacturer.astype('category').cat.codes, alpha=.9, data=df, cmap="Set1", edgecolors='black', linewidths=.5)# Add a graph in each partsns.boxplot(df.hwy, ax=ax_right, orient="v")
# Draw Stripplotfig, ax = plt.subplots(figsize=(16,10), dpi=80)sns.stripplot(df_counts.cty, df_counts.hwy, size=df_counts.counts*2, ax=ax) # Decorationsplt.title('Counts Plot - Size of circle is bigger as more points overlap', fontsize=22)plt.show 6. 边缘直方图 边缘直方图具有沿X...
plt.title('Counts Plot - Size of circle is bigger as more points overlap', fontsize=22) plt.show() 6. 边缘直方图 边缘直方图具有沿X和Y轴变量的直方图。这用于可视化X和Y之间的关系以及单独的X和Y的单变量分布。该图如果经常用于探索性数据...
We’ll look at how to make the x-axis label font bigger. To change the size, thefontsizeparameter is passed to thexlabel()method. The following is the syntax for changing the size of the x-axis labels: matplotlib.pyplot.xlabel(xlabel, fontsize) ...
本文总结了 Matplotlib 以及 Seaborn 用的最多的50个图形,掌握这些图形的绘制,对于数据分析的可视化有莫大的作用,强烈推荐大家阅读后续内容。 如果觉得内容不错,欢迎分享到您的朋友圈。 Tips: (1)本文原文部分代码有不准确的地方,已进行修改; (2)所有正确的源代码,我已整合到 jupyter notebook 文件中,可以在公众...
().reset_index(name='counts')# Draw Stripplotfig, ax = plt.subplots(figsize=(16,10), dpi= 80) sns.stripplot(df_counts.cty, df_counts.hwy, size=df_counts.counts*2, ax=ax)# Decorationsplt.title('Counts Plot - Size of circle is bigger as more points overlap', fontsize=22)plt....
Use a grid to make it smoother It's definetely better than the previous result, but it's not the panacea either. The plot looks spiky yet. The problem is the Gaussian curve is evaluated at very few data points because we're using the values ofx. In this case, it's possible to use...
There are some cases where the values of different data to be plotted on the same graph differ hugely and the line with smaller data values doesn’t show its actual trend as the graph sets the scale of the bigger data. To resolve this issue you can use different scales for the different...