目的：我正在练习python pandas从公共网站获取表格数据并导出为CSV文件。 公开网站网址：https://www.cde.org.cn/hymlj/listpage/c723ac5960cee1811b7be33a2acf8224 问题：如何使用python pandas获取上面URL中的表格数据
这是我写的测试获取一页或两页数据的代码，但它无法返回任何数据。任何人都可以帮助弄清楚获取该表数据的正确代码应该是什么？谢谢！
import pandas as pd
url = "https://www.cde.org.cn/hymlj/listpage/c723ac5960cee1811b7be33a2acf8224"
def get_data(url):
data = []
for pageNum in range(1,3):
try:
data.append(pd.read_html(f'{url}&pageNum={pageNum}&pageSize=10&classId=c723ac5960cee1811b7be33a2acf8224&drugname=&pzwh=',header = 1, match='药品名称')[0].iloc[:-1,:-1])
pd.concat(data).to_csv('test1.csv', index=False, encoding='utf_8_sig')
except:
if pageNum < (pageNum - 1):
continue
else:
print("Has tried %d times to access url %s, all failed!", pageNum, url)
break
if __name__ == '__main__':
get_data(url)
我假设，您不想练习下载数据，而是练习处理数据。
因此，我采用了使用 firefox 开发人员控制台直接查询 json 请求的快捷方式。为了更轻松地做到这一点，我将每页的项目增加到 1000（最大值？）并发出 5 次请求以获取所有约 5000 个条目。
有 30k 个字符的限制，所以我截断了结果。
{
"records": [
{
"ypmc": "瑞格列奈片",
"pzwh": "H20130022",
"qymc": "Novo Nordisk A/S",
"attName": "H20130022sms.doc",
"idCode": "9f9c74c73e0f8f56a8bfbc646055026d"
},
{
"ypmc": "比卡鲁胺片",
"pzwh": "H20130043",
"qymc": "AstraZeneca UK Limited",
"attName": "H20130043sms.doc",
"idCode": "369ac7cfeb67c6000c33f85e6f374044"
},
{
"ypmc": "硝酸甘油舌下片",
"pzwh": "H20130129",
"qymc": "Pfizer Inc.",
"attName": "H20130129sms.doc",
"idCode": "fc528384dbd9f6691ff56f7e1167b4ad"
},
{
"ypmc": "吲达帕胺缓释片",
"pzwh": "H20130140",
"qymc": "Les Laboratoires Servier",
"attName": "H20130140sms.doc",
"idCode": "f1b85f03689d513e5cce1c6a3185af25"
},
{
"ypmc": "奥利司他胶囊",
"pzwh": "H20130243",
"qymc": "Roche Pharma (Schweiz) Ltd.",
"attName": "H20130243sms.doc",
"idCode": "2f78f372d351c6851af7431c7710a731"
},
{
"ypmc": "奥美拉唑镁肠溶片",
"pzwh": "H20130286",
"qymc": "Astrazeneca AB",
"attName": "H20130286sms.doc",
"idCode": "da6efd086c099b7fc949121166f0130c"
},
{
"ypmc": "硝苯地平控释片",
"pzwh": "H20130332",
"qymc": "Bayer Pharma AG",
"attName": "H20130332sms.doc",
"idCode": "686e3f1c9b668b36f3a41bf56102e92b"
},
{
"ypmc": "硝苯地平控释片",
"pzwh": "H20130334",
"qymc": "Bayer Pharma AG",
"attName": "H20130334sms.doc",
"idCode": "07edef25f1e7354bfd8490baa0ce056b"
},
{
"ypmc": "头孢呋辛酯片",
"pzwh": "H20130343",
"qymc": "Glaxo Wellcome UK Limited",
"attName": "H20130343sms.doc",
"idCode": "4b5255eb0a84820cef4ca3e8b6bbe20c"
},
{
"ypmc": "替莫唑胺胶囊",
"pzwh": "H20130602",
"qymc": "Merck Sharp & Dohme Ltd",
"attName": "H20130602sms.doc",
"idCode": "b40868b5e21c038a6aa8b4319d21b07d"
},
{
"ypmc": "替莫唑胺胶囊",
"pzwh": "H20130603",
"qymc": "Merck Sharp & Dohme Ltd",
"attName": "H20130603sms.doc",
"idCode": "ba7aed094c29ae31467c0a35463a716e"
},
{
"ypmc": "利奈唑胺片",
"pzwh": "H20130609",
"qymc": "Pharmacia & Upjohn Company",
"attName": "H20130609sms.doc",
"idCode": "3d1afd0f24c91f6f76c2ae086d480947"
},
{
"ypmc": "枸橼酸托瑞米芬片",
"pzwh": "H20130705",
"qymc": "Orion Corporation",
"attName": "H20130705sms.doc",
"idCode": "0406ac150906843c7fa86a1fedf4ee62"
},
{
"ypmc": "盐酸米多君片",
"pzwh": "H20130782",
"qymc": "Takeda Austria GmbH",
"attName": "H20130782sms.doc",
"idCode": "6aa4f5f783c7c11b48851d2eecbfe7f1"
},
{
"ypmc": "阿昔莫司胶囊",
"pzwh": "H20130931",
"qymc": "Pfizer Italia s.r.l",
"attName": "H20130931sms.doc",
"idCode": "c8d79e513a6df98adf05893281ace198"
},
{
"ypmc": "草酸艾司西酞普兰片",
"pzwh": "H20140121",
"qymc": "H. Lundbeck A/S",
"attName": "H20140121sms.doc",
"idCode": "0d287a1b944928aeacbb900cb6f6397b"
},
{
"ypmc": "来曲唑片",
"pzwh": "H20140149",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20140149sms.doc",
"idCode": "58de668b34f53e8c2526c8dfab699dbf"
},
{
"ypmc": "拉米夫定片",
"pzwh": "H20140461",
"qymc": "ViiV Healthcare UK Limited",
"attName": "H20140461sms.doc",
"idCode": "28a50ba4229862e29ebdf9765b5412ad"
},
{
"ypmc": "比卡鲁胺片",
"pzwh": "H20140720",
"qymc": "AstraZeneca UK Limited",
"attName": "H20140720sms.doc",
"idCode": "940f6cce8604a8bb54b2ed4a24929c50"
},
{
"ypmc": "屈螺酮炔雌醇片",
"pzwh": "H20140972",
"qymc": "Bayer Australia Ltd",
"attName": "H20140972sms.doc",
"idCode": "98c86fd000f4db7659f50a23efb2a133"
},
{
"ypmc": "酒石酸伐尼克兰片",
"pzwh": "H20150039",
"qymc": "Pfizer Limited",
"attName": "H20150039sms.doc",
"idCode": "5d114913f115ba7a2a1c536f5933f19e"
},
{
"ypmc": "酒石酸伐尼克兰片",
"pzwh": "H20150040",
"qymc": "Pfizer Limited",
"attName": "H20150040sms.doc",
"idCode": "04af995337832a507fe27bde66f03eda"
},
{
"ypmc": "缬沙坦氢氯噻嗪片",
"pzwh": "H20150055",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20150055sms.doc",
"idCode": "333fd2eac0928e881578082373233f8a"
},
{
"ypmc": "甲磺酸伊马替尼片",
"pzwh": "H20150112",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20150112sms.doc",
"idCode": "b43cc2e63b3a79d587347223d41dd7db"
},
{
"ypmc": "草酸艾司西酞普兰片",
"pzwh": "H20150161",
"qymc": "H. Lundbeck A/S",
"attName": "H20150161sms.doc",
"idCode": "efb48bbb79d5898d595653aed2a8df54"
},
{
"ypmc": "草酸艾司西酞普兰片",
"pzwh": "H20150163",
"qymc": "H. Lundbeck A/S",
"attName": "H20150163sms.doc",
"idCode": "047217c4e22b0498785ae27910152578"
},
{
"ypmc": "盐酸伐昔洛韦片",
"pzwh": "H20150209",
"qymc": "The Wellcome Foundation Limited",
"attName": "H20150209sms.doc",
"idCode": "5d51f11439139164e6433ed5b1bde13c"
},
{
"ypmc": "醋酸阿比特龙片",
"pzwh": "H20150264",
"qymc": "Janssen-Cilag International N.V.",
"attName": "H20150264sms.doc",
"idCode": "44f771dd67739210a8242cce20475309"
},
{
"ypmc": "甲磺酸伊马替尼胶囊",
"pzwh": "H20150294",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20150294sms.doc",
"idCode": "a941d23017df025ec84043d9784e9baf"
},
{
"ypmc": "甲磺酸伊马替尼片",
"pzwh": "H20150298",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20150298sms.doc",
"idCode": "29e39fe9855fe833aea589ecf5da6df8"
},
{
"ypmc": "熊去氧胆酸胶囊",
"pzwh": "H20150365",
"qymc": "Dr. Falk Pharma GmbH",
"attName": "H20150365sms.doc",
"idCode": "f604948f1b5e61efff32b9ca0c48380e"
},
{
"ypmc": "盐酸罗匹尼罗缓释片",
"pzwh": "H20150414",
"qymc": "GLAXO SMITHKLINE,S.A.",
"attName": "H20150414sms.doc",
"idCode": "54cd995bb5bcfe2aa4d5406854cf02b6"
},
{
"ypmc": "盐酸罗匹尼罗缓释片",
"pzwh": "H20150415",
"qymc": "GLAXO SMITHKLINE,S.A.",
"attName": "H20150415sms.doc",
"idCode": "a9bccde12770fbd96a81314455ef0812"
},
{
"ypmc": "盐酸罗匹尼罗缓释片",
"pzwh": "H20150424",
"qymc": "GLAXO SMITHKLINE,S.A.",
"attName": "H20150424sms.doc",
"idCode": "1df43aa707869a9c8bc11afe1ed48ff1"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150617",
"qymc": "Pfizer Limited",
"attName": "H20150617sms.doc",
"idCode": "279aa3a700b0ceade9ea6bbf60b02462"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150618",
"qymc": "Pfizer Limited",
"attName": "H20150618sms.doc",
"idCode": "4ea8041439008eb0a1645674c1fbe3c7"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150619",
"qymc": "Pfizer Limited",
"attName": "H20150619H20150622sms.doc",
"idCode": "65a2d7ba914ad1e0ccd72e6a952b0dc6"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150621",
"qymc": "Pfizer Limited",
"attName": "H20150621sms.doc",
"idCode": "62d75837caaf77d39405890f6ade9204"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150622",
"qymc": "Pfizer Limited",
"attName": "H20150619H20150622sms.doc",
"idCode": "16627e8521f7936896ffbe7e128f72c4"
},
{
"ypmc": "普瑞巴林胶囊",
"pzwh": "H20150625",
"qymc": "Pfizer Limited",
"attName": "H20150625sms.doc",
"idCode": "530ca5ec637cdd1875145a3bbf438de4"
},
{
"ypmc": "克拉霉素缓释片",
"pzwh": "H20150665",
"qymc": "ABBOTT LABORATORIES (SINGAPORE) PRIVATE LIMITED",
"attName": "H20150665sms.doc",
"idCode": "0b866f4e9ffdd961fecb25f6342165c1"
},
{
"ypmc": "吲达帕胺片",
"pzwh": "H20160320",
"qymc": "Les Laboratoires Servier",
"attName": "H20160320sms.doc",
"idCode": "bee5a01182004cca5c96f4d171cbdbbb"
},
{
"ypmc": "克拉霉素干混悬剂",
"pzwh": "H20160416",
"qymc": "ABBOTT LABORATORIES (SINGAPORE) PRIVATE LIMITED",
"attName": "H20160416sms.doc",
"idCode": "fb0a8557c244ff9e658407cd299e0ed8"
},
{
"ypmc": "富马酸比索洛尔片",
"pzwh": "H20160474",
"qymc": "Merck Serono GmbH",
"attName": "H20160474sms.doc",
"idCode": "e9a93cdab6544dfc6a526817534a6fd2"
},
{
"ypmc": "富马酸比索洛尔片",
"pzwh": "H20160475",
"qymc": "Merck Serono GmbH",
"attName": "H20160475sms.doc",
"idCode": "9c443f97da957d7aa5b6f88dbda40449"
},
{
"ypmc": "泮托拉唑钠肠溶片",
"pzwh": "H20160486",
"qymc": "Takeda GmbH",
"attName": "H20160486sms.doc",
"idCode": "a6a979b8aa3cfa9de63483d0af002db1"
},
{
"ypmc": "泮托拉唑钠肠溶片",
"pzwh": "H20160487",
"qymc": "Takeda GmbH",
"attName": "H20160487sms.doc",
"idCode": "47033ece8720feb3289e49d60e67bae6"
},
{
"ypmc": "奥氮平口崩片",
"pzwh": "H20160529;H20160530",
"qymc": "Eli Lilly Nederland B.V.",
"attName": "H20160529H20160530sms.doc",
"idCode": "a7701b2a7dba9ee7868fbbc198040a27"
},
{
"ypmc": "奥氮平口崩片",
"pzwh": "H20160533;H20160534",
"qymc": "Eli Lilly Nederland B.V.",
"attName": "H20160533H20160534sms.doc",
"idCode": "c2ca27d68c1c6cc7482767edfdf2f414"
},
{
"ypmc": "奥氮平口崩片",
"pzwh": "H20160535;H20160536",
"qymc": "Eli Lilly Nederland B.V.",
"attName": "H20160535H20160536sms.doc",
"idCode": "0e94e3802cf31d2434d4a387b4cee4c5"
},
{
"ypmc": "甲磺酸奥希替尼片",
"pzwh": "H20170166",
"qymc": "AstraZeneca AB",
"attName": "H20170166sms.doc",
"idCode": "45895c7b3a1c4ac932882559c7003885"
},
{
"ypmc": "甲磺酸奥希替尼片",
"pzwh": "H20170167",
"qymc": "AstraZeneca AB",
"attName": "H20170167sms.doc",
"idCode": "52636153086e3377d31075b77e19b620"
},
{
"ypmc": "阿舒瑞韦软胶囊",
"pzwh": "H20170241",
"qymc": "BRISTOL-MYERS SQUIBB (SINGAPORE) PTE. LTD.",
"attName": "H20170241sms.doc",
"idCode": "e6b2e99e99dce4fe635db62b5c8eca3f"
},
{
"ypmc": "盐酸达拉他韦片",
"pzwh": "H20170242",
"qymc": "BRISTOL-MYERS SQUIBB (SINGAPORE) PTE. LTD.",
"attName": "H20170242sms.doc",
"idCode": "0a225603eb137896f298d22ad5cb2781"
},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170342",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20170342sms.doc",
"idCode": "2b01d43bab13e64c2529459259aa6b1e"
},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170343",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20170343sms.doc",
"idCode": "dd60f18ed0c35c67c610401c71c5f5cd"
},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170344",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20170344sms.doc",
"idCode": "91762c3b4345bea0f7be2c91c8bdca9b"
},
{
"ypmc": "西美瑞韦胶囊",
"pzwh": "H20170349",
"qymc": "Janssen-Cilag International NV",
"attName": "H20170349sms.doc",
"idCode": "ebd83b556047c1bf78e9f772ffd748b4"
},
{
"ypmc": "伊布替尼胶囊",
"pzwh": "H20170350",
"qymc": "Pharmacyclics LLC",
"attName": "H20170350sms.doc",
"idCode": "85b549ea2b7ad3d504c650d7c2964611"
},
{
"ypmc": "恩格列净片",
"pzwh": "H20170351",
"qymc": " Boehringer Ingelheim International GmbH",
"attName": "H20170351sms.doc",
"idCode": "62adaf21139866de430c82329bc8c11f"
},
{
"ypmc": "恩格列净片",
"pzwh": "H20170352",
"qymc": " Boehringer Ingelheim International GmbH",
"attName": "H20170352sms.doc",
"idCode": "b62a536c8f532712ec4971b2b7e2b82e"
},
{
"ypmc": "乙磺酸尼达尼布软胶囊",
"pzwh": "H20170354",
"qymc": "Boehringer Ingelheim International GmbH",
"attName": "H20170354sms.doc",
"idCode": "d61ac2559614f7a76cf43c6639c9ad66"
},
{
"ypmc": "乙磺酸尼达尼布软胶囊",
"pzwh": "H20170355",
"qymc": "Boehringer Ingelheim International GmbH",
"attName": "H20170355sms.doc",
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},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170362",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20170362sms.doc",
"idCode": "cefe5b5a5822d768777dbf0d04024627"
},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170363",
"qymc": "Novartis Pharma Schweiz AG",
"attName": "H20170363sms.doc",
"idCode": "5cdb7236e2de457a1161784f2cecf4ee"
},
{
"ypmc": "沙库巴曲缬沙坦钠片",
"pzwh": "H20170364",
"qymc": "Novartis Pharma Schweiz AG",
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},
{
"ypmc": "奥比帕利片",
"pzwh": "H20170366",
"qymc": "AbbVie AG",
"attName": "H20170366sms.doc",
"idCode": "cb2e2d94a86b0acd812d85b5b2dd8e0a"
},
{
"ypmc": "达塞布韦钠片",
"pzwh": "H20170367",
"qymc": "AbbVie AG",
"attName": "H20170367sms.doc",
"idCode": "bcccda63350fccaf087acf0e206fd857"
},
{
"ypmc": "注射用培美曲塞二钠",
"pzwh": "H20173301",
"qymc": "四川汇宇制药有限公司",
"attName": "H20173301sms.doc",
"idCode": "b68be9ff45779c91647b1614e0cb850d"
},
{
"ypmc": "注射用培美曲塞二钠",
"pzwh": "H20173302",
"qymc": "四川汇宇制药有限公司",
"attName": "H20173302sms.doc",
"idCode": "218bf536999c6393ee010ed13853081c"
},
{
"ypmc": "艾普拉唑肠溶片",
"pzwh": "国药准字H20070256",
"qymc": "丽珠集团丽珠制药厂",
"attName": "gyzzH20070256sms.doc",
"idCode": "2212f8b4f667334e45c555658373017c"
},
{
"ypmc": "盐酸安妥沙星片",
"pzwh": "国药准字H20090200",
"qymc": "安徽环球药业股份有限公司",
"attName": "gyzzH20090200sms.doc",
"idCode": "929fec866742e7106b6c4206a8a5a34d"
},
{
"ypmc": "艾瑞昔布片",
"pzwh": "国药准字H20110041",
"qymc": "江苏恒瑞医药股份有限公司",
"attName": "gyzzH20110041sms.doc",
"idCode": "d990df38f476aa82350da0ea582dbef6"
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