前言
疫情信息的获取，已经成为我们日常生活中的一件常事了。我们会从很多渠道获得这些信息数据，用来合理应对疫情。本文章主要介绍利用爬虫获得疫情信息数据。
1.网站分析
目标网站某讯的，开发者工具查看xhr文件如下：
其中
list?adCode=500000&limit=30 是某地区30天的疫情数据
list?province_code=cq&page_size=10 是某省市的有关疫情的新闻
其他xhr也是有关疫情数据，可自行分析提取。
list?adCode=500000&limit=30 ：
list?province_code=cq&page_size=10：
随着网站查询地区的变化，可知其中唯一变化的是province_code和adCode。其中province_code是省市名称简写，adCode是某地区的编号代码。比如如果是重庆-渝北区，则province_code=cq和adCode=500112。adCode和province_code我已经全部收集好了，将在文章末尾展示，供大家使用。（收集不易。觉得有用点个赞吧！！！）
2.代码展示
1.getInfo.py
用于获得某地区30天的疫情变化数据和新闻数据，并将数据存入表格。在本例中，用于查找的是重庆永川区。
import requests
import re
import cityInfo
import xlsxwriter
if __name__ == '__main__':
# provinceName=input('请输入省市：')
# cityName=input('请输入城市名字：')
provinceName = '重庆'
cityName = '永川区'
# 根据字典获得地区对应adCode
city_id = cityInfo.cityInfo.get(provinceName).get(cityName).get('id')
province_code = cityInfo.cityInfo.get(provinceName).get('province_code')
url = f'https://api.inews.qq.com/newsqa/v1/query/pubished/daily/list?adCode={city_id}&limit=30'
url0 = f'https://api.dreamreader.qq.com/news/v1/province/news/list?province_code={province_code}&page_size=10'
headers = {'Content-Type': 'application/json',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) '
'Chrome/107.0.0.0 Safari/537.36 Edg/107.0.1418.24',
'Referer': 'https://news.qq.com/'}
response = requests.get(url, headers)
response0 = requests.get(url0, headers)
# 数据获得------30天疫情数据------
# 时间列表
date_list = re.findall('"date":"(.*?)"', response.text)
# 累计确诊病例
confirm_list = re.findall('"confirm":(.*?),', response.text)
# 死亡
dead_list = re.findall('"dead":(.*?),', response.text)
# 治愈
heal_list = re.findall('"heal":(.*?),', response.text)
# 今日新增确诊病例
confirm_add_list = re.findall('"confirm_add":"(.*?)"', response.text)
# 新增无症状感染者
yes_wzz_add_list = re.findall('"yes_wzz_add":(.*?),', response.text)
# 数据获得---------新闻---------
# 新闻标题
title_list = re.findall('"title":"(.*?)"', response0.text)
# 新闻发布时间
publish_time_list = re.findall('"publish_time":"(.*?)"', response0.text)
# 新闻网站地址
news_url_list = re.findall('"news_url":"(.*?)"', response0.text)
# 出版社名称
srcfrom_list = re.findall('"srcfrom":"(.*?)"', response0.text)
# 创建表格
workbook = xlsxwriter.Workbook('data\\' + city_id + provinceName + cityName + '.xlsx')
# 30天疫情信息存入表格
worksheet = workbook.add_worksheet('地区30天变化')
worksheet.write(0, 0, "时间")
worksheet.write(0, 1, "本土确诊")
worksheet.write(0, 2, "死亡")
worksheet.write(0, 3, "治愈")
worksheet.write(0, 4, "新增确诊")
worksheet.write(0, 5, "新增无症状")
for i in range(0, len(date_list)):
worksheet.write(i + 1, 0, date_list[i])
worksheet.write(i + 1, 1, confirm_list[i])
worksheet.write(i + 1, 2, dead_list[i])
worksheet.write(i + 1, 3, heal_list[i])
worksheet.write(i + 1, 4, confirm_add_list[i])
worksheet.write(i + 1, 5, yes_wzz_add_list[i])
# 新闻信息存入表格
worksheet0 = workbook.add_worksheet('地区新闻')
worksheet0.write(0, 0, "新闻标题")
worksheet0.write(0, 1, "发布时间")
worksheet0.write(0, 2, "新闻地址")
worksheet0.write(0, 3, "出版社")
for i in range(0, len(title_list)):
worksheet0.write(i + 1, 0, title_list[i])
worksheet0.write(i + 1, 1, publish_time_list[i])
worksheet0.write(i + 1, 2, news_url_list[i])
worksheet0.write(i + 1, 3, srcfrom_list[i])
workbook.close()
效果展示：
2.cityInfo.py
省份城市对应adCode和province_code，字典格式。（收集不易，望点赞）
cityInfo = {
"广东": {
"province_code": "gd",
"广东": {
"id": "440000"
},
"广州": {
"id": "440100"
},
"韶关": {
"id": "440200"
},
"深圳": {
"id": "440300"
},
"珠海": {
"id": "440400"
},
"汕头": {
"id": "440500"
},
"佛山": {
"id": "440600"
},
"江门": {
"id": "440700"
},
"湛江": {
"id": "440800"
},
"茂名": {
"id": "440900"
},
"肇庆": {
"id": "441200"
},
"惠州": {
"id": "441300"
},
"梅州": {
"id": "441400"
},
"汕尾": {
"id": "441500"
},
"河源": {
"id": "441600"
},
"阳江": {
"id": "441700"
},
"清远": {
"id": "441800"
},
"东莞": {
"id": "441900"
},
"中山": {
"id": "442000"
},
"潮州": {
"id": "445100"
},
"揭阳": {
"id": "445200"
},
"云浮": {
"id": "445300"
}
},
"山西": {
"province_code": "shanxi",
"山西": {
"id": "140000"
},
"太原": {
"id": "140100"
},
"大同": {
"id": "140200"
},
"阳泉": {
"id": "140300"
},
"长治": {
"id": "140400"
},
"晋城": {
"id": "140500"
},
"朔州": {
"id": "140600"
},
"晋中": {
"id": "140700"
},
"运城": {
"id": "140800"
},
"忻州": {
"id": "140900"
},
"临汾": {
"id": "141000"
},
"吕梁": {
"id": "141100"
}
},
"内蒙古": {
"province_code": "neimenggu",
"内蒙古": {
"id": "150000"
},
"呼和浩特": {
"id": "150100"
},
"包头": {
"id": "150200"
},
"乌海": {
"id": "150300"
},
"赤峰": {
"id": "150400"
},
"通辽": {
"id": "150500"
},
"鄂尔多斯": {
"id": "150600"
},
"呼伦贝尔": {
"id": "150700"
},
"巴彦淖尔": {
"id": "150800"
},
"乌兰察布": {
"id": "150900"
},
"兴安盟": {
"id": "152200"
},
"锡林郭勒盟": {
"id": "152500"
},
"阿拉善盟": {
"id": "152900"
}
},
"北京": {
"province_code": "bj",
"北京": {
"id": "110000"
},
"朝阳区": {
"id": "110105"
},
"海淀区": {
"id": "110108"
},
"昌平区": {
"id": "110114"
},
"丰台区": {
"id": "110106"
},
"西城区": {
"id": "110102"
},
"东城区": {
"id": "110101"
},
"房山区": {
"id": "110111"
},
"石景山区": {
"id": "110107"
},
"大兴区": {
"id": "110115"
},
"顺义区": {
"id": "110113"
},
"通州区": {
"id": "110112"
},
"平谷区": {
"id": "110117"
},
"怀柔区": {
"id": "110116"
},
"门头沟区": {
"id": "110109"
},
"密云区": {
"id": "110118"
},
"延庆区": {
"id": "110119"
}
},
"福建": {
"province_code": "fj",
"福建": {
"id": "350000"
},
"福州": {
"id": "350100"
},
"厦门": {
"id": "350200"
},
"莆田": {
"id": "350300"
},
"三明": {
"id": "350400"
},
"泉州": {
"id": "350500"
},
"漳州": {
"id": "350600"
},
"南平": {
"id": "350700"
},
"龙岩": {
"id": "350800"
},
"宁德": {
"id": "350900"
}
},
"新疆": {
"province_code": "xinjiang",
"新疆": {
"id": "650000"
},
"乌鲁木齐": {
"id": "650100"
},
"克拉玛依": {
"id": "650200"
},
"吐鲁番": {
"id": "650400"
},
"哈密": {
"id": "650500"
},
"昌吉": {
"id": "652300"
},
"博尔塔拉": {
"id": "652700"
},
"巴音郭楞": {
"id": "652800"
},
"阿克苏": {
"id": "652900"
},
"克孜勒苏柯尔克孜": {
"id": "653000"
},
"喀什": {
"id": "653100"
},
"和田": {
"id": "653200"
},
"伊犁": {
"id": "654000"
},
"塔城": {
"id": "654200"
},
"阿勒泰": {
"id": "654300"
},
"石河子": {
"id": "659001"
},
"北屯": {
"id": "659005"
}
},
"陕西": {
"province_code": "xian",
"陕西": {
"id": "610000"
},
"西安": {
"id": "610100"
},
"铜川": {
"id": "610200"
},
"宝鸡": {
"id": "610300"
},
"咸阳": {
"id": "610400"
},
"渭南": {
"id": "610500"
},
"延安": {
"id": "610600"
},
"汉中": {
"id": "610700"
},
"榆林": {
"id": "610800"
},
"安康": {
"id": "610900"
},
"商洛": {
"id": "611000"
}
},
"四川": {
"province_code": "cd",
"四川": {
"id": "510000"
},
"成都": {
"id": "510100"
},
"自贡": {
"id": "510300"
},
"攀枝花": {
"id": "510400"
},
"泸州": {
"id": "510500"
},
"德阳": {
"id": "510600"
},
"绵阳": {
"id": "510700"
},
"广元": {
"id": "510800"
},
"遂宁": {
"id": "510900"
},
"内江": {
"id": "511000"
},
"乐山": {
"id": "511100"
},
"南充": {
"id": "511300"
},
"眉山": {
"id": "511400"
},
"宜宾": {
"id": "511500"
},
"广安": {
"id": "511600"
},
"达州": {
"id": "511700"
},
"雅安": {
"id": "511800"
},
"巴中": {
"id": "511900"
},
"资阳": {
"id": "512000"
},
"阿坝": {
"id": "513200"
},
"甘孜": {
"id": "513300"
},
"凉山": {
"id": "513400"
}
},
"湖南": {
"province_code": "hn",
"湖南": {
"id": "430000"
},
"长沙": {
"id": "430100"
},
"株洲": {
"id": "430200"
},
"湘潭": {
"id": "430300"
},
"衡阳": {
"id": "430400"
},
"邵阳": {
"id": "430500"
},
"岳阳": {
"id": "430600"
},
"常德": {
"id": "430700"
},
"张家界": {
"id": "430800"
},
"益阳": {
"id": "430900"
},
"郴州": {
"id": "431000"
},
"永州": {
"id": "431100"
},
"怀化": {
"id": "431200"
},
"娄底": {
"id": "431300"
},
"湘西": {
"id": "433100"
}
},
"天津": {
"province_code": "tj",
"天津": {
"id": "120000"
},
"南开区": {
"id": "120104"
},
"河北区": {
"id": "120105"
},
"滨海新区": {
"id": "120116"
},
"河西区": {
"id": "120103"
},
"北辰区": {
"id": "120113"
},
"静海区": {
"id": "120118"
},
"津南区": {
"id": "120112"
},
"西青区": {
"id": "120111"
},
"河东区": {
"id": "120102"
},
"和平区": {
"id": "120101"
},
"武清区": {
"id": "120114"
},
"宝坻区": {
"id": "120115"
},
"红桥区": {
"id": "120106"
},
"宁河区": {
"id": "120117"
},
"东丽区": {
"id": "120110"
},
"蓟州区": {
"id": "120119"
}
},
"河南": {
"province_code": "henan",
"河南": {
"id": "410000"
},
"郑州": {
"id": "410100"
},
"开封": {
"id": "410200"
},
"洛阳": {
"id": "410300"
},
"平顶山": {
"id": "410400"
},
"安阳": {
"id": "410500"
},
"鹤壁": {
"id": "410600"
},
"新乡": {
"id": "410700"
},
"焦作": {
"id": "410800"
},
"濮阳": {
"id": "410900"
},
"许昌": {
"id": "411000"
},
"漯河": {
"id": "411100"
},
"三门峡": {
"id": "411200"
},
"南阳": {
"id": "411300"
},
"商丘": {
"id": "411400"
},
"信阳": {
"id": "411500"
},
"周口": {
"id": "411600"
},
"驻马店": {
"id": "411700"
},
"济源": {
"id": "419001"
}
},
"江苏": {
"province_code": "jiangsu",
"江苏": {
"id": "320000"
},
"南京": {
"id": "320100"
},
"无锡": {
"id": "320200"
},
"徐州": {
"id": "320300"
},
"常州": {
"id": "320400"
},
"苏州": {
"id": "320500"
},
"南通": {
"id": "320600"
},
"连云港": {
"id": "320700"
},
"淮安": {
"id": "320800"
},
"盐城": {
"id": "320900"
},
"扬州": {
"id": "321000"
},
"镇江": {
"id": "321100"
},
"泰州": {
"id": "321200"
},
"宿迁": {
"id": "321300"
}
},
"云南": {
"province_code": "yn",
"云南": {
"id": "530000"
},
"昆明": {
"id": "530100"
},
"曲靖": {
"id": "530300"
},
"玉溪": {
"id": "530400"
},
"保山": {
"id": "530500"
},
"昭通": {
"id": "530600"
},
"丽江": {
"id": "530700"
},
"普洱": {
"id": "530800"
},
"临沧": {
"id": "530900"
},
"楚雄": {
"id": "532300"
},
"红河": {
"id": "532500"
},
"文山": {
"id": "532600"
},
"西双版纳": {
"id": "532800"
},
"大理": {
"id": "532900"
},
"德宏": {
"id": "533100"
},
"怒江": {
"id": "533300"
},
"迪庆": {
"id": "533400"
}
},
"浙江": {
"province_code": "zj",
"浙江": {
"id": "330000"
},
"杭州": {
"id": "330100"
},
"宁波": {
"id": "330200"
},
"温州": {
"id": "330300"
},
"嘉兴": {
"id": "330400"
},
"湖州": {
"id": "330500"
},
"绍兴": {
"id": "330600"
},
"金华": {
"id": "330700"
},
"衢州": {
"id": "330800"
},
"舟山": {
"id": "330900"
},
"台州": {
"id": "331000"
},
"丽水": {
"id": "331100"
}
},
"西藏": {
"province_code": "xizang",
"西藏": {
"id": "540000"
},
"拉萨": {
"id": "540100"
},
"日喀则": {
"id": "540200"
},
"昌都": {
"id": "540300"
},
"林芝": {
"id": "540400"
},
"山南": {
"id": "540500"
},
"那曲": {
"id": "540600"
},
"阿里": {
"id": "542500"
}
},
"重庆": {
"province_code": "cq",
"重庆": {
"id": "500000"
},
"万州区": {
"id": "500101"
},
"渝北区": {
"id": "500112"
},
"渝中区": {
"id": "500103"
},
"沙坪坝区": {
"id": "500106"
},
"九龙坡区": {
"id": "500107"
},
"南岸区": {
"id": "500108"
},
"北碚区": {
"id": "500109"
},
"江津区": {
"id": "500116"
},
"南川区": {
"id": "500119"
},
"綦江区": {
"id": "500110"
},
"忠县": {
"id": "500233"
},
"潼南区": {
"id": "500152"
},
"荣昌区": {
"id": "500153"
},
"巫山县": {
"id": "500237"
},
"垫江县": {
"id": "500231"
},
"云阳县": {
"id": "500235"
},
"武隆区": {
"id": "500156"
},
"永川区": {
"id": "500118"
},
"涪陵区": {
"id": "500102"
},
"璧山区": {
"id": "500120"
},
"铜梁区": {
"id": "500151"
},
"大足区": {
"id": "500111"
},
"黔江区": {
"id": "500114"
},
"酉阳土家族苗族自治县": {
"id": "500242"
},
"巴南区": {
"id": "500113"
},
"城口县": {
"id": "500229"
},
"丰都县": {
"id": "500230"
},
"江北区": {
"id": "500105"
},
"奉节县": {
"id": "500236"
},
"合川区": {
"id": "500117"
},
"大渡口区": {
"id": "500104"
},
"梁平区": {
"id": "500155"
},
"巫溪县": {
"id": "500238"
},
"石柱土家族自治县": {
"id": "500240"
},
"秀山土家族苗族自治县": {
"id": "500241"
},
"长寿区": {
"id": "500115"
},
"彭水苗族土家族自治县": {
"id": "500243"
}
},
"上海": {
"province_code": "sh",
"上海": {
"id": "310000"
},
"静安区": {
"id": "310106"
},
"徐汇区": {
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}
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