python用Joypy绘制嵴线图实例

import pandas as pd
city8_fullname_py = ['beijing','chongqing','wuhan','shenzhen','nanjing','guangzhou','chengdu','shanghai']
city8_fullname = ['北京','重庆','武汉','深圳','南京','广州','成都','上海']
 
weather_dic = {}
for i in range(len(city8_fullname)):
    df = pd.DataFrame(pd.read_excel('./2021年城市气温数据/2021年气温数据'+city8_fullname_py[i]+'.xls'))
    weather_dic[city8_fullname[i]] = df[['日期','最高温','最低温','气候类型']]
    weather_dic[city8_fullname[i]]['城市'] = pd.Series([city8_fullname[i]]*df.shape[0])
weather = weather_dic[city8_fullname[0]]
for i in range(1,8):
    weather = pd.concat([weather,weather_dic[city8_fullname[i]]],ignore_index="true")

import joypy
import matplotlib.pyplot as plt
 
plt.figure(dpi= 90)
fig, axes = joypy.joyplot(weather, column=['最高温', '最低温'], by="城市", figsize=(13,9),
                          fill=True, legend=True,alpha=.8,
                          xlabelsize=18,ylabelsize=18,color=['tomato','dodgerblue']
                          )
plt.title('八大城市过去一年气温分布', fontsize=25,verticalalignment='bottom' )
plt.savefig(r'./绘图结果/天气-过去一年气温分布-嵴线图.png')