ADD file via upload

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hnu202309010129 5 months ago
parent 0ae599fb78
commit 41c050ac27

@ -0,0 +1,67 @@
# -*- coding: utf-8 -*-
"""
Created on Thu Jun 6 15:40:29 2024
@author: Asus
"""
import requests
import re
company_name_list=[]
company_money_list=[]
for i in range(10):
# 请求的url
if i==0:
url = "https://top.chinaz.com/gongsi/index_zhuce.html"
else:
url = "https://top.chinaz.com/gongsi/index_zhuce"+"_"+str(i)+".html"
# 设置请求头信息
headers = {
"user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.69 Safari/537.36"
}
# 使用reqeusts模快发起 GET 请求
response = requests.get(url, headers=headers)
# 获取请求的返回结果
html = response.text
# 使用 findall 函数来获取数据
company_name = re.findall('<h3 class=""><a href=(.+?) target="_blank">(.+?)</a></h3>', html)
company_name = [tuple_item[1] for tuple_item in company_name]
company_name_list.append(company_name)
company_money=re.findall('<div class="CoDate"><em>(.+?)</em>注册资本</div>', html)
company_money_list.append(company_money)
company_name_list = [item for sublist in company_name_list for item in sublist]
company_money_list = [item for sublist in company_money_list for item in sublist]
print(company_name_list)
print(company_money_list)
import matplotlib.pyplot as plt
plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签
# 使用zip组合列表并按注册资金排序
combined = list(zip(company_name_list,company_money_list))
# 提取前20个
top_20=combined[:20]
# 解包公司名称和注册资金
top_20_companies, top_20_capital = zip(*top_20)
a=[]
for i in top_20_capital:
# 提取数字部分
number = i[:-1]
# 提取单位部分
unit = i[-1]
if unit=='亿':
b=number *100
a.append(eval(number))
# 绘制条形图
plt.figure(figsize=(10, 6))
plt.bar(top_20_companies, a)
plt.title("Top 20 Companies by Registered Capital")
plt.xlabel("Company Name")
plt.ylabel("Registered Capital (a hundred million)")
plt.xticks(rotation=90)
plt.show()
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