python爬取国外疫情数据并生成南丁格尔玫瑰图

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直接上代码

获取国外疫情数据

#coding:utf-8
import requests
import re
import xlwt
headers = {
'Accept-Encoding':'gzip, deflate, br',
'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8',
'Content-Type': 'application/x-www-form-urlencoded',
'Host': 'api.inews.qq.com',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.132 Safari/537.36'
}
#腾讯新闻实时疫情统计
link = 'https://api.inews.qq.com/newsqa/v1/automation/foreign/country/ranklist'
r = requests.get(link,headers=headers)
r = r.text
# r = 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title = ["国家",'大陆','日期','新增确诊','累计确诊','治愈','死亡','新增治愈','新增死亡']
get = ['name','continent','date','confirmAdd','confirm','heal','dead','healCompare','deadCompare']
bookwork = xlwt.Workbook()
sheetbook = bookwork.add_sheet('国外')
for i in range(0, len(title)):
    sheetbook.write(0, i, title[i])
num  = 1
time = re.compile(r'"date":(.*?),', re.I)
time = time.findall(r)
time = time[0].replace('.','-').replace('\"','')
for i in range(0,len(get)):
  comment = re.compile(r'"' + get[i] + '":(.*?),', re.I)
  m = comment.findall(r)
  for n in m:
    n = n.replace('\"','').replace('}','')
    sheetbook.write(num,i,n)
    num = num +1
  num = num - len(m)
print('数据更新完成')
bookwork.save(time+'国外数据.xlsx')

生成南丁格尔玫瑰图

# V1 版本开始支持链式调用
#coding = utf-8
from pyecharts import options as opts
from pyecharts.charts import Map
from pyecharts.globals import ThemeType  # 主题
from snapshot_selenium import snapshot as driver
from pyecharts.render import make_snapshot
import xlrd


filename = '06-10国内疫情数据.xlsx'
file = xlrd.open_workbook(filename)
sheet = file.sheet_by_name('国内疫情数据')
cityname = sheet.col_values(0)  # 获取城市名
number = sheet.col_values(1)  # 获取城市现有确诊人数
data = []
for i in range(1, len(cityname)):
    list = []
    list.append(cityname[i])
    list.append(number[i])
    data.append(list)

# 设置地图参数
map = (
    Map(init_opts=opts.InitOpts(bg_color="#FFFAFA", theme=ThemeType.ESSOS, width=1000))
        .add("现存确诊人数", data)
        .set_global_opts(
        title_opts=opts.TitleOpts(title=filename[0:5] + "国内数据的疫情图"),
        visualmap_opts=opts.VisualMapOpts(
            is_piecewise=True,  # 设置是否为分段显示
            # 自定义的每一段的范围，以及每一段的文字，以及每一段的特别的样式。例如：
            pieces=[
                {"min": 400, "label": '>400人', "color": "#eb2f06"},
                {"min": 300, "max": 400, "label": '300-400人', "color": "#FF3030"},  # 不指定 max，表示 max 为无限大（Infinity）。
                {"min": 150, "max": 300, "label": '150-300人', "color": "#FF4500"},
                {"min": 100, "max": 150, "label": '100-150人', "color": "#FF7F50"},
                {"min": 50, "max": 100, "label": '50-100人', "color": "#FFA500"},
                {"min": 1, "max": 50, "label": '1-50人', "color": "#FFDEAD"},
            ],
            # 两端的文本，如['High', 'Low']。
            range_text=['高', '低'],
        ),
    )
)
make_snapshot(driver, map.render('F:/CODE/爬虫/可视化疫情2/中国疫情人数地图.html'), "F:/CODE/爬虫/可视化疫情2/chinese_map.png")