You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
55 lines
1.7 KiB
55 lines
1.7 KiB
import requests
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import re
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import csv
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import pandas
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import matplotlib.pyplot as plt
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headers = {'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36 Edg/120.0.0.0'}
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rank = []
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company_list = []
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zczb_list = []
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for i in range(1,18):
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if i==1:
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url = "https://top.chinaz.com/gongsi/index_zhuce.html"
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else:
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url = "https://top.chinaz.com/gongsi/index_zhuce_{}.html".format(i)
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responce = requests.get(url=url, headers=headers)
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company = re.findall('<a.*?target="_blank">(.+?)</a></h3>', responce.text)
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zczb = re.findall('<p class="RtCData"><span>注册资本：</span>(.+?)</p>', responce.text)
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for i in zczb:
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if '美' in i:
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f = round(float(re.findall(r'\d+\.?\d*', i)[0])*7.18/10000,2)
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else:
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if '万' in i:
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f = round(float(re.findall(r'\d+\.?\d*', i)[0])/10000, 2)
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else:
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f = round(float(re.findall(r'\d+\.?\d*', i)[0]), 2)
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zczb[zczb.index(i)] = f
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company_list.extend(company)
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zczb_list.extend(zczb)
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rank = zip(company_list,zczb_list)
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with open('content.csv','w') as f:
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w = csv.writer(f)
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w.writerows(rank)
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df = pandas.read_csv('content.csv',names=['company','registered captital'],encoding='ANSI')
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plt.rcParams['font.sans-serif']=['SimHei']
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x = df.loc[:19,'company']
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height = df.loc[:19,'registered captital']
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plt.grid(axis='y',which='major')
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plt.xlabel('公司')
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plt.ylabel('注册资金')
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plt.title('注册资金20强公司')
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plt.bar(x,height,width=0.5,align='center',color='b',alpha=0.5)
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plt.legend(['单位：亿人民币'])
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plt.tick_params(axis='x',labelsize=9)
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plt.xticks(rotation=30)
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plt.show()
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