Python笔记：使用matplotlib,seaborn,plotly,pyecharts绘制同一种图形

我分别用 matplotlib, seaborn, plotly, pyecharts 这4个库来绘制同一种图形

① matplotlib

import matplotlib 
matplotlib.__version__  # '2.2.2'

import matplotlib.pyplot as plt
# import matplotlib as mp1

# 显示中文
plt.rcParams["font.sans-serif"] = [u"SimHei"]
# mp1.rcParams["font.family"] = "STFangsong"
# plt.rcParams["axes.unicode_minus"] = False
# 在线显示matplotlib作出来的图形
%matplotlib inline

plt.plot(["周一","周二","周三","周四","周五","周六","周日"],
        [1, 1.5, 4, -1.2, 0.8, 2.3, -2]
        ,c='red')
plt.bar(["周一","周二","周三","周四","周五","周六","周日"],
        [2, 3, -1.5, -1.04, 4.2, 3,0.5]
        )
plt.show()

# 保存图片
# plt.savefig(r"C:\Users\QDM\Desktop\混合图.jpg")
# plt.savefig(r"C:\Users\QDM\Desktop\混合图.png")

结果输出：

② seaborn

import seaborn as sns 
sns.__version__ # '0.8.0'

sns.pointplot(["周一","周二","周三","周四","周五","周六","周日"],
        [1, 1.5, 4, -1.2, 0.8, 2.3, -2]
        )
sns.barplot(["周一","周二","周三","周四","周五","周六","周日"],
        [2, 3, -1.5, -1.04, 4.2, 3,0.5]
        )
plt.show()

输出结果：

③ plotly

import plotly 
plotly.__version__ # '2.0.11'

import plotly.graph_objs as go
import plotly.offline as offline

pyplt = offline.plot
sca = go.Scatter(x=["周一","周二","周三","周四","周五","周六","周日"],
             y=[1.5, 1, -1.3, 0.7, 0.8, 0.9]
            )
bar = go.Bar(x=["周一","周二","周三","周四","周五","周六","周日"],
            y=[2, 0.5, 0.7, -1.2, 0.3, 0.4]
            )
fig = go.Figure(data = [sca,bar])
pyplt(fig)

输出结果：

④ pyecharts

import pyecharts
pyecharts.__version__ # '1.7.1'

from pyecharts.charts import Bar
from pyecharts import options as opts

from pyecharts.charts import Line

from pyecharts.charts import *

# 添加
from pyecharts.charts import Line

bar = (
        Bar()
        .add_xaxis(["周一","周二","周三","周四","周五","周六","周日"])
        .add_yaxis('ybar',[2, 3, -1.5, -1.04, 4.2, 3,0.5])
    )
line = (
        Line()
        .add_xaxis(["周一","周二","周三","周四","周五","周六","周日"])
        .add_yaxis('yline',[1, 1.5, 4, -1.2, 0.8, 2.3, -2])
        )
# bar.overlap(line)
# bar.render_notebook()

bar.overlap(line)
bar.render_notebook()


# grid = (
#         Grid()
#         .add(bar, grid_opts=opts.GridOpts(pos_bottom="60%"))
#         .add(line, grid_opts=opts.GridOpts(pos_top="60%"))
#     )

# grid.render_notebook()

输出结果：