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  • 项目一、疫情统计可视化

    代码如下

    from flask import Flask
    from flask import render_template
    from jinja2 import Markup, Environment, FileSystemLoader
    from pyecharts.globals import CurrentConfig
    from pyecharts.charts import Pie
    from pyecharts.charts import Bar
    from pyecharts.charts import Map
    from pyecharts import options as opts
    from pyecharts.options import *
    import requests
    import json
    import numpy as np
    import sys
    from pyecharts.charts import Page
    
    def spider_info(url):
        headers = {
        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.182 Safari/537.36'
        }
        response = requests.request(method='get', url=url, headers=headers)
        return json.loads(response.text) if response.status_code == 200 else None
    
    # 获取国内统计数据【 境外输入 现有确诊 确诊 治愈 死亡】
    def get_daily_data():
        data = spider_info("https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5")
        if data is None:
            return ''
        dict = json.loads(data['data'])
        Update_Time = dict['lastUpdateTime']
        province_res = []
        for province in dict['areaTree'][0]['children']:
            name = province['name']
            now_confirm = province['total']['nowConfirm']
            confirm = province['total']['confirm']
            heal = province['total']['heal']
            dead = province['total']['dead']
            import_abroad = 0
            for item in province['children']:
                if item['name'] == '境外输入':
                    import_abroad = item['total']['confirm']
                    break
            province_res.append([name, import_abroad, now_confirm, confirm, heal, dead])
        return {'chinaTotal': dict['chinaTotal'], 'chinaAdd': dict['chinaAdd'], 'province': province_res}
    
    # 获取各个国家当前【新增、确诊、治愈、死亡】数据
    def get_foreign_data():
        data = spider_info('https://api.inews.qq.com/newsqa/v1/automation/foreign/country/ranklist')
        if data is None:
            return ''
        return [[item['name'], item['confirmAdd'], item['confirm'], item['heal'], item['dead']] for item in data['data']]
    
    def china_map():
        daily_data = get_daily_data()
        data = zip(np.array(daily_data['province'])[:, 0], np.array(daily_data['province'])[:, 2])
        data_list = []
        for i in list(data):
            data_list.append(list(i))
        map = Map()
        textstyle_opts = TextStyleOpts(color='black')
        tooltip_opts = opts.TooltipOpts(background_color='yellow', textstyle_opts=textstyle_opts)
        label_opts = opts.LabelOpts(color='red')
        itemstyle_opts = ItemStyleOpts(color='blue', border_color='blue', area_color='green')
        map.add("现有确诊人数", data_list, "china", label_opts=label_opts, tooltip_opts=tooltip_opts, itemstyle_opts=itemstyle_opts)
        map.set_global_opts(title_opts=opts.TitleOpts(title="疫情各省情况分布"))
        map.render("D:\WorkSpace\WorkSpace\FlaskL\firstapp\templates\map.html")
        return map
    
    def china_pie():
        daily_data = get_daily_data()['chinaTotal']
        data = [daily_data['heal'], daily_data['dead'], daily_data['nowConfirm']]
        label = ['总共治愈人数', '总共死亡人数', '现有确诊人数']
        data_pair = []
        for i in zip(label,data):
            data_pair.append(i)
        pie = Pie()
        pie.add(series_name='总共统计', data_pair=data_pair)
        #pie.add(series_name='总共统计', data_pair=data_pair, radius=["30%", "75%"], center=["25%", "50%"], rosetype="radius")
        pie.set_global_opts(title_opts=opts.TitleOpts(title="疫情总共统计"))
        pie.set_series_opts(label_opts=opts.LabelOpts(formatter="{b}: {c}"))
        pie.render("D:\WorkSpace\WorkSpace\FlaskL\firstapp\templates\pie.html")
        return pie
    
    pie = china_pie()
    map = china_map()
    page = Page(page_title='HTML',
                layout=opts.PageLayoutOpts(justify_content='space-around', display='flex', flex_wrap='nowrap'))
    page.add(pie,map)
    page.render("pie_map.html")
    
    app = Flask(__name__, static_folder="templates")
    
    @app.route("/")
    def index():
        return Markup(page.render_embed())
    
    if __name__ == '__main__':
        app.run(debug=True)

    结果呈现

     代码优化:

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  • 原文地址:https://www.cnblogs.com/windyrainy/p/15248727.html
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