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