概述
招聘数据
爬取的步骤和招聘数据的保存
目录
招聘数据
前言
一、请求数据
二、获取数据
三、解析数据
1.引入库
2.解析数据,提取想要的数据
四、保存数据
总结
前言
现如今,各大招聘网站数据提供的价值非常大,需要获取招聘数据可参考一下方法,爬取无忧招聘,接下来还会出其他招聘网站数据的获取,大家可以期待一下。
一、请求数据
代码如下:
import requests
# 1. 请求数据
headers = {
'Cookie': '_uab_collina=166360652561189935704293; guid=c4bede90c92b3ed05fcaf73c4f8f7e5d; nsearch=jobarea%3D%26%7C%26ord_field%3D%26%7C%26recentSearch0%3D%26%7C%26recentSearch1%3D%26%7C%26recentSearch2%3D%26%7C%26recentSearch3%3D%26%7C%26recentSearch4%3D%26%7C%26collapse_expansion%3D; _ujz=MjE2MjI2MzQwMA%3D%3D; ps=needv%3D0; 51job=cuid%3D216226340%26%7C%26cusername%3DtVdXVUZbI9qJRKQYI9qojXLcwfL5fiGpfb329jmhd8s%253D%26%7C%26cpassword%3D%26%7C%26cname%3D%26%7C%26cemail%3D%26%7C%26cemailstatus%3D0%26%7C%26cnickname%3D%26%7C%26ccry%3D.0AH7oT0e.v8M%26%7C%26cconfirmkey%3D%25241%2524te1MADQc%2524ZcWYjLHmqA6J5Q.xQuhWk%252F%26%7C%26cautologin%3D1%26%7C%26cenglish%3D0%26%7C%26sex%3D%26%7C%26cnamekey%3D%25241%2524dj3ibBCo%2524NyDL9T8bCaLiMPI6Ssu7U1%26%7C%26to%3D75bff6ec03ea80c29247ba350ca714156328a726%26%7C%26; sensor=createDate%3D2022-09-20%26%7C%26identityType%3D1; sensorsdata2015jssdkcross=%7B%22distinct_id%22%3A%22216226340%22%2C%22first_id%22%3A%2218356ad0e00be2-0c2ccf0c267ce-26021d51-921600-18356ad0e01c53%22%2C%22props%22%3A%7B%22%24latest_traffic_source_type%22%3A%22%E7%9B%B4%E6%8E%A5%E6%B5%81%E9%87%8F%22%2C%22%24latest_search_keyword%22%3A%22%E6%9C%AA%E5%8F%96%E5%88%B0%E5%80%BC_%E7%9B%B4%E6%8E%A5%E6%89%93%E5%BC%80%22%2C%22%24latest_referrer%22%3A%22%22%7D%2C%22identities%22%3A%22eyIkaWRlbnRpdHlfY29va2llX2lkIjoiMTgzNTZhZDBlMDBiZTItMGMyY2NmMGMyNjdjZS0yNjAyMWQ1MS05MjE2MDAtMTgzNTZhZDBlMDFjNTMiLCIkaWRlbnRpdHlfbG9naW5faWQiOiIyMTYyMjYzNDAifQ%3D%3D%22%2C%22history_login_id%22%3A%7B%22name%22%3A%22%24identity_login_id%22%2C%22value%22%3A%22216226340%22%7D%2C%22%24device_id%22%3A%2218356ad0e00be2-0c2ccf0c267ce-26021d51-921600-18356ad0e01c53%22%7D; partner=sem_pcbaidu8_14833; adv=ad_logid_url%3Dhttps%253A%252F%252Ftrace.51job.com%252Ftrace.php%253Fpartner%253Dsem_pcbaidu8_14833%2526ajp%253DaHR0cHM6Ly9ta3QuNTFqb2IuY29tL3RnL3NlbS9MUF8yMDIwXzEuaHRtbD9mcm9tPWJhaWR1YWQ%253D%2526k%253Dd946ba049bfb67b64f408966cbda3ee9%2526bd_vid%253D9507885370038009921%26%7C%26; privacy=1664196036; slife=lastvisit%3D020000%26%7C%26lastlogindate%3D20220926%26%7C%26; search=jobarea%7E%60020000%7C%21ord_field%7E%600%7C%21recentSearch0%7E%60020000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FAPython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch1%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FApython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch2%7E%60010000%2C020000%2C030200%2C040000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FApython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch3%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21; ssxmod_itna=eu0QD5BIfDkD7DgDl4iu7t86kjrtDmoEokY4AIQD/KWxnqD=GFDK40EEgfwvE05hiZi2fhPRefyfeDHc0ofKrFZASXoDU4i8DCLiAmTDen=D5xGoDPxDeDAQKiTDY4DdjpNv=DEDeKDRDAQDzLdyDGfBDYP9QqDgSqDB+OdDKqGg7kU6CQ03xGU4IwD9D0UdxBdWiZx9+QcasBUgepDPH2jx5eGuDG6DOqGmSfbDCg6lWlv3Fom3I05pIDpF37Gq+A+5CBgLLDhI4o43U7wde4pUvG4QzDDAKBxQ4kDxD===; ssxmod_itna2=eu0QD5BIfDkD7DgDl4iu7t86kjrtDmoEokY4AKG9Wk4rwfDBdQP7pwh3MYmhv5hm=0KrWnjPRFxmevrnAj4P6=TETOM0tPL9fRirpER5syazFBRQNk9K8EXVt11FgQakM7/n9Dn+bun0sr=As7p0s3=ItPareopiPNm0DRCYhd1orchoGsgEb=jOIqYWO7zer7b4b7tuWX8HfR7B+RDgvuD7x3x7eH1Dp4ZoC79oO8FQAoums2KYEKvlrs/EuCf5ERzQALbe9Ozef7gorrYqg3MdFfuef3=/sToVcENVHLbVissirF8Ae=qV1AEZG0CGx1DWQGCltfQfXgAOP61ljXeIdt3q6qxEAX02mQLRx6eg+ijdkE=V72k2bgQ3LP=fZDHo3mD59Eo1tINtfFfod4tEexYawmCGq0GMcE7=WcrQ1UdEzof86Ro21p6E4uM2fKA4DQ9Nixe8G4mbOG0tBi+YLOrkxYR86rkcuxD08Dij5YD=',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.0.0 Safari/537.36',
'Host': 'search.51job.com',
'Referer': 'https://search.51job.com/list/020000,000000,0000,00,9,99,Python,2,1.html?lang=c&stype=&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&providesalary=99&lonlat=0%2C0&radius=-1&ord_field=0&confirmdate=9&fromType=&dibiaoid=0&address=&line=&specialarea=00&from=&welfare=',
'sec-ch-ua': '"Chromium";v="104", " Not A;Brand";v="99", "Google Chrome";v="104"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'Sec-Fetch-Dest': 'document',
'Sec-Fetch-Mode': 'navigate',
'Sec-Fetch-Site': 'same-origin',
'Sec-Fetch-User': '?1',
'Upgrade-Insecure-Requests': '1',
}
# 如果当headers伪装不够的时候,可能会被服务器识别出来,是爬虫程序,从而不给你相应的数据内容
url = 'https://search.51job.com/list/020000,000000,0000,00,9,99,Python,2,1.html?lang=c&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&ord_field=0&dibiaoid=0&line=&welfare='
response = requests.get(url=url,headers=headers)
print(response) #<Response [200]> 响应对象
运行以上代码我们可以得到结果:<Response [200]>,出现200,表明可以请求。
D:Py文件venvScriptspython.exe D:/Py文件/招聘/无忧招聘.py
<Response [200]>
Process finished with exit code 0
二、获取数据
代码如下(示例):
# 2. 获取数据 得到数据,如果不是你想要的数据内容,你可能是被反爬了,要求加加一些伪装
print(response.text) #字符串数据类型
获取的结果如下:
D:Py文件venvScriptspython.exe D:/Py文件/招聘/无忧招聘.py
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<link rel="icon" href="https://img04.51jobcdn.com/im/mkt/pc/favicon/favicon_51.ico" type="image/x-icon"/>
<meta http-equiv="Content-Type" content="text/html; charset=gbk">
<title>【上海,Python招聘,求职】-前程无忧</title>
<meta name="description" content="前程无忧为您提供上海,Python招聘,求职信息。网聚全国各城市的人才信息,找好工作,找好员工,上前程无忧。">
<meta name="keywords" content="找工作,求职,人才,招聘">
<meta name="mobile-agent" content="format=html5; url=https://m.51job.com/search/joblist.php?jobarea=020000&keyword=Python&partner=webmeta">
<meta name="mobile-agent" content="format=xhtml; url=https://m.51job.com/search/joblist.php?jobarea=020000&keyword=Python&partner=webmeta">
<meta name="robots" content="all">
<meta http-equiv="Expires" content="0">
<meta http-equiv="Cache-Control" content="no-cache">
<meta http-equiv="Pragma" content="no-cache">
<link rel="dns-prefetch" href="//js.51jobcdn.com">
<link rel="dns-prefetch" href="//img01.51jobcdn.com">
<link rel="dns-prefetch" href="//img02.51jobcdn.com">
<link rel="dns-prefetch" href="//img03.51jobcdn.com">
<link rel="dns-prefetch" href="//img04.51jobcdn.com">
<link rel="dns-prefetch" href="//img05.51jobcdn.com">
<link rel="dns-prefetch" href="//img06.51jobcdn.com">
<script src="//aeu.alicdn.com/waf/antidomxss_v640.js"></script><script src="//aeu.alicdn.com/waf/interfaceacting220628.js"></script><script language="javascript" src="//js.51jobcdn.com/in/js/2016/jquery.js?20180319"></script>
<script language="javascript">
var _tkd = _tkd || []; //点击量统计用
var lang = [];
var supporthttps = 1; //浏览器是否支持https
var currenthttps = (window.location.protocol === 'https:') ? '1' : '0'; //当前是否为https
var systemtime = 1665448057212;
var d_system_client_time = systemtime - new Date().getTime();
var trackConfig = {
'version': '',
'guid': 'c4bede90c92b3ed05fcaf73c4f8f7e5d',
'ip': '39.71.16.217',
'accountid': '216226340',
'refpage': '/list/020000,000000,0000,00,9,99,Python,2,1.html',
'refdomain': 'search.51job.com',
'domain': 'search.51job.com',
'pageName': 'index.php',
'partner': 'sem_pcbaidu8_14833',
'islanding': '0',
'createDate': '2022-09-20',
'identityType': '1',
'fromdomain': '51job_web',
'sensor_url' : '//scdata.51job.com/sa?project=production',
};
window.cfg = {
lang:'c',
domain : {
my : 'http://my.51job.com',
login : 'https://login.51job.com',
search : 'https://search.51job.com',
www : '//www.51job.com',
jobs : 'https://jobs.51job.com',
jianli : 'https://jianli.51job.com',
i : '//i.51job.com',
jc : '//jc.51job.com',
map : 'https://map.51job.com',
m : 'https://m.51job.com',
cdn : '//js.51jobcdn.com',
help : 'https://help.51job.com',
img : '//img04.51jobcdn.com',
dj : '//dj.51job.com',
mdj : '//mdj.51job.com',
mq : '//mq.51job.com',
mmq : '//mmq.51job.com',
kbc : 'https://kbc.51job.com',
mtr : 'https://medu.51job.com',
tr : 'https://edu.51job.com',
}
};
window.cfg.lang = 'c';
window.cfg.fullLang = 'Chinese';
window.cfg.url = {
root : 'https://search.51job.com',
image : '//img04.51jobcdn.com/im/2009',
image_search : '//img01.51jobcdn.com/im/2009/search',
i : '//i.51job.com'
}
window.cfg.fileName = 'index.php';
window.cfg.root = 'https://search.51job.com';
window.cfg.root_userset_ajax = '//i.51job.com/userset/ajax';
window.cfg.isSearchDomain = '1';
window.cfg.langs = {
sqzwml : 'applyjob',
qzzwqdg : '请在要选择的职位前打勾!',
myml : 'my',
ts_qxjzw : '请选择职位',
queren : '确认',
guanbi : '关闭',
nzdnxj : '您最多能选择',
xiang : '项',
xzdq : '选择地区',
xj_xg : '选择/修改',
zycs : '主要城市',
sysf : '所有省份',
tspd : '特殊频道',
buxian : '不限',
qingxj : '请选择',
yixuan : '已选',
znlb : '职能类别',
hylb : '行业类别',
gzdd : '工作地点',
quanbu : '全部',
zhineng : '职能',
hangye : '行业',
didian : '地点',
qsrgjz : '请输入关键字',
srpcgjz : '输入排除关键字'
}
window.cfg.stype = '1';
window.cfg.isJobview = '1';
</script>
<script type="text/javascript" src="//js.51jobcdn.com/in/js/2016/pointtrack.js?20211019"></script>
<script language="javascript" src="//js.51jobcdn.com/in/js/2016/login/jquery.placeholder.min.js"></script>
<link href="//js.51jobcdn.com/in/resource/css/2022/search/common.5ef3a0aa.css" rel="stylesheet">
<link href="//js.51jobcdn.com/in/resource/css/2022/search/index.f3f44d00.css" rel="stylesheet">
<link href="//js.51jobcdn.com/in/resource/css/2022/search/utils.header.91d43fda.css" rel="stylesheet">
</head>
<body>
<script type="text/javascript" src="//js.51jobcdn.com/in/resource/js/2022/search/utils.header.1b5f5adf.js"></script>
<div class="header">
<!-- bar start -->
<div class="bar">
<div class="in">
<div class="language">
<ul id="languagelist">
<li class="tle"><span class="list">简</span></li><li class="last"><a href="//www.51job.com/default-e.php" rel="external nofollow">EN</a></li> </ul>
</div>
<div class="uer">
<ul>
<li class="tle">
<a class="uname e_icon at" href="https://we.51job.com/pc/my/myjob?lang=c">欢迎您</a>
</li>
<li class="e7 e_icon"><a href="https://we.51job.com/pc/my/myjob?lang=c">我的51Job</a></li>
<li class="e1 e_icon"><a href="//i.51job.com/resume/resume_center.php?lang=c">简历中心</a></li>
<li class="e2 e_icon"><a href="//i.51job.com/userset/resume_browsed.php?lang=c">谁看过我</a></li>
<li class="e4 e_icon "><a href="//i.51job.com/userset/my_apply.php?lang=c">我的申请</a></li>
<li class="e8 e_icon"><a href="https://we.51job.com/pc/my/privacysetting?lang=c">隐私设置</a></li>
<li class="e9 e_icon"><a href="//i.51job.com/userset/security_center.php?lang=c">账号设置</a></li>
<li class="e6 e_icon last"><a href="https://login.51job.com/logout.php?lang=c">退出帐号</a></li>
</ul>
</div>
<div class="appNew">
<ul>
<li>
<em class="e_icon"></em><a href="http://app.51job.com/index.html">APP下载</a> </li>
<li>
<img width="80" height="80" src="//img06.51jobcdn.com/im/2016/code/new_app.png" alt="app download">
<p><a href="http://app.51job.com/index.html">APP下载</a></a></p>
</li>
</ul>
</div>
<p class="rlk">
<a href="//baike.51job.com" target="_blank">职场百科</a>
<span class="lb"> </span>
<a href="//wenku.51job.com" target="_blank">职场文库</a>
<span class="lb"> </span>
<a href="https://jobs.51job.com" target="_blank">招聘信息</a> <span class="lb"> </span>
<a href="https://ehire.51job.com" target="_blank">企业服务</a> <span class="lb"> </span>
</p>
</div>
</div>
<!-- top end -->
<!-- 英文版为body添加class -->
<script>
</script>
<!-- nag start -->
<div class="pop-city" style="display:none;position: absolute; z-index: 1000;" id="area_channel_layer">
<div class="tle">
地区选择 <em class="close" onclick="jvascript:$('#area_channel_layer,#area_channel_layer_backdrop').hide();"></em>
</div>
<div class="pcon">
<div class="ht">
<label>热门城市</label><a href="//www.51job.com/beijing/">北京</a><a href="//www.51job.com/shanghai/">上海</a><a href="//www.51job.com/guangzhou/">广州</a><a href="//www.51job.com/shenzhen/">深圳</a><a href="//www.51job.com/wuhan/">武汉</a><a href="//www.51job.com/xian/">西安</a><a href="//www.51job.com/hangzhou/">杭州</a><a href="//www.51job.com/nanjing/">南京</a><a href="//www.51job.com/chengdu/">成都</a><a href="//www.51job.com/chongqing/">重庆</a> </div>
<div class="cbox">
<ul id="area_channel_layer_list">
<li class="on" onclick="areaChannelChangeTab('abc', this)">A B C</li>
<li onclick="areaChannelChangeTab('def', this)">D E F</li>
<li onclick="areaChannelChangeTab('gh', this)">G H</li>
<li onclick="areaChannelChangeTab('jkl', this)">J K L</li>
<li onclick="areaChannelChangeTab('mnp', this)">M N P</li>
<li onclick="areaChannelChangeTab('qrs', this)">Q R S</li>
<li onclick="areaChannelChangeTab('twx', this)">T W X</li>
<li onclick="areaChannelChangeTab('yz', this)">Y Z</li>
</ul>
<div class="clst" id="area_channel_layer_all">
<div class="e" name="area_channel_div_abc">
<span><a href="//www.51job.com/anshan/">鞍山</a></span>
<span><a href="//www.51job.com/anqing/">安庆</a></span>
<span><a href="//www.51job.com/anyang/">安阳</a></span>
<span><a href="//www.51job.com/beijing/">北京</a></span>
<span><a href="//www.51job.com/baotou/">包头</a></span>
<span><a href="//www.51job.com/baoding/">保定</a></span>
<span><a href="//www.51job.com/bengbu/">蚌埠</a></span>
<span><a href="//www.51job.com/baoji/">宝鸡</a></span>
<span><a href="//www.51job.com/binzhou/">滨州</a></span>
<span><a href="//www.51job.com/changchun/">长春</a></span>
<span><a href="//www.51job.com/changsha/">长沙</a></span>
<span><a href="//www.51job.com/chengdu/">成都</a></span>
<span><a href="//www.51job.com/chongqing/">重庆</a></span>
<span><a href="//www.51job.com/changzhou/">常州</a></span>
<span><a href="//www.51job.com/changde/">常德</a></span>
<span><a href="//www.51job.com/changshu/">常熟</a></span>
<span><a href="//www.51job.com/cangzhou/">沧州</a></span>
<span><a href="//www.51job.com/chaozhou/">潮州</a></span>
<span><a href="//www.51job.com/chenzhou/">郴州</a></span>
<span><a href="//www.51job.com/chifeng/">赤峰</a></span>
<span><a href="//www.51job.com/chuzhou/">滁州</a></span>
<span><a href="//www.51job.com/changzhi/">长治</a></span>
</div>
<div class="e" name="area_channel_div_def" style="display:none">
<span><a href="//www.51job.com/dalian/">大连</a></span>
<span><a href="//www.51job.com/dongguan/">东莞</a></span>
<span><a href="//www.51job.com/dandong/">丹东</a></span>
<span><a href="//www.51job.com/daqing/">大庆</a></span>
<span><a href="//www.51job.com/dazhou/">达州</a></span>
<span><a href="//www.51job.com/datong/">大同</a></span>
<span><a href="//www.51job.com/deyang/">德阳</a></span>
<span><a href="//www.51job.com/dezhou/">德州</a></span>
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三、解析数据
1.引入库
代码如下:
import json import requests import re import csv import pprint
2.解析数据,提取想要的数据
代码如下:
# 3、 解析数据,提取想要的数据
# [0] 表示提取列表里面第一个元素 --->list index out of range 所以你的列表是空列表
# 用正则表达式/css/xpath提取数据返回是空列表 ---> 1、语法写错 2.response.text 没有想要数据
html_data = re.findall('window.__SEARCH_RESULT__ = (.*?)</script>',response.text)[0]
# print(html_data)
json_data = json.loads(html_data)
# pprint.pprint(json_data)
# 通过字典取值方法 把职位信息列表提取出来,通过for循环遍历一个一个提取职位信息
for index in json_data['engine_jds']:
# 根据冒号左边的内容,提取冒号右边的内容
# pprint.pprint(index)
dit = {
'职位': index['job_title'],
'城市': index['attribute_text'][0],
'经验': index['attribute_text'][1],
'学历': index['attribute_text'][2],
'薪资': index['providesalary_text'],
'公司': index['company_name'],
'福利待遇': index['jobwelf'],
'公司领域': index['companyind_text'],
'公司规模': index['companysize_text'],
'公司类型': index['companytype_text'],
'发布日期': index['issuedate'],
'职位详情页': index['job_href'],
'公司详情页': index['company_href'],
}
print(dit)
通过前面获取到的text信息,我们可以通过re正则表达式模块提取出我们想要的数据
re获取后结果如下:
D:Py文件venvScriptspython.exe D:/Py文件/招聘/无忧招聘.py
{"top_ads":[],"auction_ads":[],"market_ads":[],"engine_jds":[{"type":"engine_jds","jt":"0_0","tags":[],"ad_track":"","jobid":"135751418","coid":"6763825","effect":"1","is_special_job":"","job_href":"https://jobs.51job.com/shanghai-pdxq/135751418.html?s=sou_sou_soulb&t=0_0","job_name":"Python开发实习生","job_title":"Python开发实习生","company_href":"https://jobs.51job.com/all/coBGQBYlYzBzoHagZnBmY.html","company_name":"星睿轩科技(上海)有限公司","providesalary_text":"8千-1.2万","workarea":"021000","workarea_text":"上海-浦东新区","updatedate":"10-09","iscommunicate":"","companytype_text":"民营公司","degreefrom":"6","workyear":"1","issuedate":"2022-10-09 10:02:23","isFromXyz":"","isIntern":"","jobwelf":"五险一金 出国机会","jobwelf_list":["五险一金","出国机会"],"isdiffcity":"","attribute_text":["上海-浦东新区","在校生/应届生","本科"],"companysize_text":"","companyind_text":"电子技术/半导体/集成电路","adid":""},{"type":"engine_jds","jt":"0_0","tags":[],"ad_track":"","jobid":"141777709","coid":"2299260","effect":"1","is_special_job":"","job_href":"https://jobs.51job.com/shanghai/141777709.html?s=sou_sou_soulb&t=0_0","job_name":"Python后端开发实习生","job_title":"Python后端开发实习生","company_href":"https://jobs.51job.com/all/co2299260.html","company_name":"上海纵游网络技术有限公司","providesalary_text":"240元/天","workarea":"020000","workarea_text":"上海","updatedate":"08-19","iscommunicate":"","companytype_text":"外资(非欧美)","degreefrom":"6","workyear":"1","issuedate":"2022-08-19 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Process finished with exit code 0
可以看到,解析到的数据是json格式,因此我们转化成json格式再输出看一下:
json_data = json.loads(html_data)
pprint.pprint(json_data)
结果如下:
D:Py文件venvScriptspython.exe D:/Py文件/招聘/无忧招聘.py
{'auction_ads': [],
'banner_ads': '<div class="mainleft s_search search_btm0" id="banner_ads">rn'
' <table border=0 '
'cellspacing=0 cellpadding=4><tr>n'
't<td><a adid="36198622" onmousedown="return '
'AdsClick(36198622)" '
'href="https://companyadc.51job.com/companyads/ads/37/36199/36198622/index.htm" '
'title="深圳市金腾科技有限公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/37/36199/36198622/15060.gif" '
'border="0" width="150" height="60"></a></td>n'
't<td><a adid="35810643" onmousedown="return '
'AdsClick(35810643)" '
'href="https://companyadc.51job.com/companyads/ads/36/35811/35810643/index.htm" '
'title="越秀武汉物业服务有限公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/36/35811/35810643/ylyx.gif" '
'border="0" width="150" height="60"></a></td>n'
't<td><a adid="35918724" onmousedown="return '
'AdsClick(35918724)" '
'href="https://companyadc.51job.com/companyads/ads/36/35919/35918724/index.htm" '
'title="江西裕民银行股份有限公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/36/35919/35918724/yum.jpg" '
'border="0" width="150" height="60"></a></td>n'
't<td><a adid="36077252" onmousedown="return '
'AdsClick(36077252)" '
'href="https://companyadc.51job.com/companyads/ads/37/36078/36077252/index.htm" '
'title="广汽乘用车有限公司宜昌分公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/37/36078/36077252/q28.gif" '
'border="0" width="150" height="60"></a></td>n'
't<td><a adid="36112447" onmousedown="return '
'AdsClick(36112447)" '
'href="https://companyadc.51job.com/companyads/ads/37/36113/36112447/index.htm" '
'title="江西太古可口可乐饮料有限公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/37/36113/36112447/q1.gif" '
'border="0" width="150" height="60"></a></td>n'
't<td><a adid="36459955" onmousedown="return '
'AdsClick(36459955)" '
'href="https://companyadc.51job.com/companyads/ads/37/36460/36459955/index.htm" '
'title="深圳市易联达商用设备有限公司" target="_blank" onfocus="blur()"><img '
'src="//img05.51jobcdn.com/im/images/ads/37/36460/36459955/sjh-000537.gif" '
'border="0" width="150" height="60"></a></td>n'
'</tr>n'
'</table> <table border=0 cellspacing=0 '
'cellpadding=4>rn'
' <tr>rn'
' <td><a '
'href="https://edu.51job.com" target="_blank" '
'onfocus="blur()"><img '
'src="//img03.51jobcdn.com/im/mkt/zn/train/20200618/ad/eduad.png" '
'border="0" width="150" height="60"></a></td>rn'
' </tr>rn'
' </table>rn'
' </div>',
'co_ads': [],
'curr_page': '1',
'engine_jds': [{'ad_track': '',
'adid': '',
'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
'coid': '6763825',
'company_href': 'https://jobs.51job.com/all/coBGQBYlYzBzoHagZnBmY.html',
'company_name': '星睿轩科技(上海)有限公司',
'companyind_text': '电子技术/半导体/集成电路',
'companysize_text': '',
'companytype_text': '民营公司',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-09 10:02:23',
'job_href': 'https://jobs.51job.com/shanghai-pdxq/135751418.html?s=sou_sou_soulb&t=0_0',
'job_name': 'Python开发实习生',
'job_title': 'Python开发实习生',
'jobid': '135751418',
'jobwelf': '五险一金 出国机会',
'jobwelf_list': ['五险一金', '出国机会'],
'jt': '0_0',
'providesalary_text': '8千-1.2万',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-09',
'workarea': '021000',
'workarea_text': '上海-浦东新区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '2299260',
'company_href': 'https://jobs.51job.com/all/co2299260.html',
'company_name': '上海纵游网络技术有限公司',
'companyind_text': '互联网/电子商务',
'companysize_text': '150-500人',
'companytype_text': '外资(非欧美)',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-08-19 14:00:01',
'job_href': 'https://jobs.51job.com/shanghai/141777709.html?s=sou_sou_soulb&t=0_0',
'job_name': 'Python后端开发实习生',
'job_title': 'Python后端开发实习生',
'jobid': '141777709',
'jobwelf': '弹性工作',
'jobwelf_list': ['弹性工作'],
'jt': '0_0',
'providesalary_text': '240元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '08-19',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '硕士'],
'coid': '6340029',
'company_href': 'https://jobs.51job.com/all/co6340029.html',
'company_name': '戴尔(中国)有限公司',
'companyind_text': '计算机软件',
'companysize_text': '10000人以上',
'companytype_text': '外资(欧美)',
'degreefrom': '7',
'effect': '1',
'isFromXyz': '1',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:59:25',
'job_href': 'https://jobs.51job.com/shanghai/134853375.html?s=sou_sou_soulb&t=0_0',
'job_name': '2023 Intern - Engineering Technologist Intern',
'job_title': '2023 Intern - Engineering Technologist Intern',
'jobid': '134853375',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '4.5-6千',
'tags': ['xyz'],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '7265837',
'company_href': 'https://jobs.51job.com/all/coAmNWMAVgBj0AbVc3UDI.html',
'company_name': '思爱普(中国)有限公司',
'companyind_text': '计算机软件',
'companysize_text': '',
'companytype_text': '外资(欧美)',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '1',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:25:10',
'job_href': 'https://jobs.51job.com/shanghai/142728785.html?s=sou_sou_soulb&t=0_0',
'job_name': 'Commercial Software Analyst Intern',
'job_title': 'Commercial Software Analyst Intern',
'jobid': '142728785',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '1.3-2万',
'tags': ['intern', 'xyz'],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
'coid': '108721',
'company_href': 'https://jobs.51job.com/all/co108721.html',
'company_name': '上海恩艾仪器有限公司',
'companyind_text': '电子技术/半导体/集成电路',
'companysize_text': '150-500人',
'companytype_text': '外资(欧美)',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai-pdxq/141535876.html?s=sou_sou_soulb&t=0_0',
'job_name': 'R&D Engineer Intern',
'job_title': 'R&D Engineer Intern',
'jobid': '141535876',
'jobwelf': '五险一金 免费班车 专业培训 节日福利 餐饮补贴 弹性工作',
'jobwelf_list': ['五险一金',
'免费班车',
'专业培训',
'节日福利',
'餐饮补贴',
'弹性工作'],
'jt': '0_0',
'providesalary_text': '300元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '021000',
'workarea_text': '上海-浦东新区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-青浦区', '在校生/应届生', '博士'],
'coid': '3979143',
'company_href': 'https://jobs.51job.com/all/co3979143.html',
'company_name': '美的集团中央研究院',
'companyind_text': '家具/家电/玩具/礼品',
'companysize_text': '150-500人',
'companytype_text': '民营公司',
'degreefrom': '8',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai-qpq/143049795.html?s=sou_sou_soulb&t=0_0',
'job_name': '机器人运动控制实习生',
'job_title': '机器人运动控制实习生',
'jobid': '143049795',
'jobwelf': '500强 发展空间大 公司规模大 餐饮补贴 房补 具有转正机会',
'jobwelf_list': ['500强',
'发展空间大',
'公司规模大',
'餐饮补贴',
'房补',
'具有转正机会'],
'jt': '0_0',
'providesalary_text': '5-5.5千',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '021600',
'workarea_text': '上海-青浦区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '6726465',
'company_href': 'https://jobs.51job.com/all/coBGRcP1EwUmoCYwRhVTU.html',
'company_name': '平安利顺国际货币经纪有限责任公司',
'companyind_text': '金融/投资/证券',
'companysize_text': '',
'companytype_text': '合资',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '1',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai/141588580.html?s=sou_sou_soulb&t=0_0',
'job_name': '软件研发工程师(实习生)',
'job_title': '软件研发工程师(实习生)',
'jobid': '141588580',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '3-5千',
'tags': ['intern', 'xyz'],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-浦东新区', '在校生/应届生', '硕士'],
'coid': '3811340',
'company_href': 'https://jobs.51job.com/all/co3811340.html',
'company_name': '上海智元信息科技有限公司',
'companyind_text': '计算机软件',
'companysize_text': '50-150人',
'companytype_text': '民营公司',
'degreefrom': '7',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai-pdxq/129814425.html?s=sou_sou_soulb&t=0_0',
'job_name': '嵌入式AI算法实习生',
'job_title': '嵌入式AI算法实习生',
'jobid': '129814425',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '5-8千',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '021000',
'workarea_text': '上海-浦东新区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
'coid': '5158777',
'company_href': 'https://jobs.51job.com/all/co5158777.html',
'company_name': '盾钰(上海)互联网科技有限公司',
'companyind_text': '计算机软件',
'companysize_text': '50-150人',
'companytype_text': '民营公司',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai-pdxq/128945569.html?s=sou_sou_soulb&t=0_0',
'job_name': '[实习生] 软件工程师',
'job_title': '[实习生] 软件工程师',
'jobid': '128945569',
'jobwelf': '员工旅游 专业培训 节日福利',
'jobwelf_list': ['员工旅游', '专业培训', '节日福利'],
'jt': '0_0',
'providesalary_text': '3-4千',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '021000',
'workarea_text': '上海-浦东新区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
'coid': '119769',
'company_href': 'https://jobs.51job.com/all/co119769.html',
'company_name': '上海华讯网络系统有限公司',
'companyind_text': '计算机服务(系统、数据服务、维修)',
'companysize_text': '1000-5000人',
'companytype_text': '国企',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-09 15:47:21',
'job_href': 'https://jobs.51job.com/shanghai-pdxq/140156636.html?s=sou_sou_soulb&t=0_0',
'job_name': '软件服务实习生(上海)',
'job_title': '软件服务实习生(上海)',
'jobid': '140156636',
'jobwelf': '五险一金 补充医疗保险 补充公积金 交通补贴 通讯补贴 专业培训 绩效奖金 定期体检',
'jobwelf_list': ['五险一金',
'补充医疗保险',
'补充公积金',
'交通补贴',
'通讯补贴',
'专业培训',
'绩效奖金',
'定期体检'],
'jt': '0_0',
'providesalary_text': '200元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-09',
'workarea': '021000',
'workarea_text': '上海-浦东新区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-嘉定区', '在校生/应届生', '本科'],
'coid': '2138570',
'company_href': 'http://continental.51job.com',
'company_name': '大陆投资(中国)有限公司',
'companyind_text': '汽车',
'companysize_text': '10000人以上',
'companytype_text': '外资(欧美)',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '1',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-08-18 07:01:53',
'job_href': 'http://continental.51job.com/cv_easy/cv_log.html?jobid=140871898',
'job_name': 'Algorithm Test Intern',
'job_title': 'Algorithm Test Intern',
'jobid': '140871898',
'jobwelf': '五险一金 补充公积金 交通补贴 年终奖金 弹性工作 定期体检',
'jobwelf_list': ['五险一金',
'补充公积金',
'交通补贴',
'年终奖金',
'弹性工作',
'定期体检'],
'jt': '0_0',
'providesalary_text': '120元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '08-18',
'workarea': '021300',
'workarea_text': '上海-嘉定区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-徐汇区', '在校生/应届生', '本科'],
'coid': '3927410',
'company_href': 'https://jobs.51job.com/all/co3927410.html',
'company_name': '上海孝庸私募基金管理有限公司',
'companyind_text': '金融/投资/证券',
'companysize_text': '50-150人',
'companytype_text': '民营公司',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-10 18:21:04',
'job_href': 'https://jobs.51job.com/shanghai-xhq/125912937.html?s=sou_sou_soulb&t=0_0',
'job_name': '软件开发实习生',
'job_title': '软件开发实习生',
'jobid': '125912937',
'jobwelf': '餐饮补贴 水果零食 节日福利 团建活动',
'jobwelf_list': ['餐饮补贴', '水果零食', '节日福利', '团建活动'],
'jt': '0_0',
'providesalary_text': '4-6千',
'tags': ['intern'],
'type': 'engine_jds',
'updatedate': '10-10',
'workarea': '020300',
'workarea_text': '上海-徐汇区',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海-松江区', '在校生/应届生', '本科'],
'coid': '2364034',
'company_href': 'https://jobs.51job.com/all/co2364034.html',
'company_name': '上海保隆汽车科技股份有限公司',
'companyind_text': '汽车零配件',
'companysize_text': '1000-5000人',
'companytype_text': '上市公司',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-10 16:44:22',
'job_href': 'https://jobs.51job.com/shanghai-sjq/140083885.html?s=sou_sou_soulb&t=0_0',
'job_name': 'MCU软件开发实习生(ADAS)',
'job_title': 'MCU软件开发实习生(ADAS)',
'jobid': '140083885',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
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'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '7019257',
'company_href': 'https://jobs.51job.com/all/coBWQHY148UWYAZwRiUjA.html',
'company_name': '上海华鑫股份有限公司',
'companyind_text': '金融/投资/证券',
'companysize_text': '',
'companytype_text': '国企',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '1',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai/140504884.html?s=sou_sou_soulb&t=0_0',
'job_name': '应用运维岗[综合](上海)',
'job_title': '应用运维岗[综合](上海)',
'jobid': '140504884',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '3千及以下',
'tags': ['intern', 'xyz'],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '7281410',
'company_href': 'https://jobs.51job.com/all/coCGkHYQRvBDsCYwdlUzY.html',
'company_name': '上海市静安区人才服务中心',
'companyind_text': '专业服务(咨询、人力资源、财会)',
'companysize_text': '',
'companytype_text': '事业单位',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '1',
'isIntern': '1',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai/142440290.html?s=sou_sou_soulb&t=0_0',
'job_name': 'Marketing DMBI Intern( 有转正机会)',
'job_title': 'Marketing DMBI Intern( 有转正机会)',
'jobid': '142440290',
'jobwelf': '',
'jobwelf_list': [''],
'jt': '0_0',
'providesalary_text': '3-4.5千',
'tags': ['intern', 'xyz'],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '3678054',
'company_href': 'https://jobs.51job.com/all/co3678054.html',
'company_name': '北京中企华资产评估有限责任公司上海分公司',
'companyind_text': '专业服务(咨询、人力资源、财会)',
'companysize_text': '50-150人',
'companytype_text': '民营公司',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai/142380279.html?s=sou_sou_soulb&t=0_0',
'job_name': '资产评估实习生(有留用机会)',
'job_title': '资产评估实习生(有留用机会)',
'jobid': '142380279',
'jobwelf': '商业保险',
'jobwelf_list': ['商业保险'],
'jt': '0_0',
'providesalary_text': '90元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'},
{'ad_track': '',
'adid': '',
'attribute_text': ['上海', '在校生/应届生', '本科'],
'coid': '2370959',
'company_href': 'https://jobs.51job.com/all/co2370959.html',
'company_name': '上海朗跃国际贸易有限公司',
'companyind_text': '贸易/进出口',
'companysize_text': '50-150人',
'companytype_text': '合资',
'degreefrom': '6',
'effect': '1',
'isFromXyz': '',
'isIntern': '',
'is_special_job': '',
'iscommunicate': '',
'isdiffcity': '',
'issuedate': '2022-10-11 04:00:01',
'job_href': 'https://jobs.51job.com/shanghai/141578127.html?s=sou_sou_soulb&t=0_0',
'job_name': '行业研究员——实习',
'job_title': '行业研究员——实习',
'jobid': '141578127',
'jobwelf': '五险一金 年终奖金 员工旅游 定期体检 补充医疗保险 做五休二 带薪年假 弹性工作 绩效奖金',
'jobwelf_list': ['五险一金',
'年终奖金',
'员工旅游',
'定期体检',
'补充医疗保险',
'做五休二',
'带薪年假',
'弹性工作',
'绩效奖金'],
'jt': '0_0',
'providesalary_text': '200元/天',
'tags': [],
'type': 'engine_jds',
'updatedate': '10-11',
'workarea': '020000',
'workarea_text': '上海',
'workyear': '1'}],
'group': [],
'is_collapseexpansion': '',
'job_search_assistance': '',
'jobid_count': '8893',
'keyword_ads': [],
'keyword_recommendation': {'data': [{'click': '15x1a1x1a1665449100223x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'text': 'Python Web'},
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'text': 'Python 后端'},
{'click': '15x1a1x1a1665449100223x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'text': 'Python 前端'},
{'click': '15x1a1x1a1665449100223x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'text': 'Python 运维'},
{'click': '15x1a1x1a1665449100223x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'text': 'Python 实习'},
{'click': '15x1a1x1a1665449100224x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'text': 'Python 服务器'},
{'click': '15x1a1x1a1665449100224x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'href': 'https://search.51job.com/list/020000,000000,0000,00,9,99,Python%2B%25E7%2588%25AC%25E8%2599%25AB,2,1.html?lang=c&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&ord_field=0&dibiaoid=0&line=&welfare=',
'text': 'Python 爬虫'},
{'click': '15x1a1x1a1665449100224x1a216226340x1ac4bede90c92b3ed05fcaf73c4f8f7e5dx1a39.71.16.217x1a1x1aPythonx1aPython '
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'href': 'https://search.51job.com/list/020000,000000,0000,00,9,99,%25E5%25BC%2580%25E5%258F%2591%25E5%25B7%25A5%25E7%25A8%258B%25E5%25B8%2588,2,1.html?lang=c&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&ord_field=0&dibiaoid=0&line=&welfare=',
'text': '开发工程师'}],
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'keyword': 'Python',
'title': '猜你喜欢'},
'market_ads': [],
'search_condition': {'address': '',
'coid': '0',
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'degreefrom': '99',
'dibiaoid': '0',
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'jobterm': '99',
'keyword': 'Python',
'keywordtype': '2',
'lang': 'c',
'line': '',
'lonlat': '0,0',
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'providesalary': '99',
'radius': '-1',
'reservechannel': '00000000',
'welfare': '',
'workarea': '000000',
'workyear': '99'},
'searched_condition': 'Python(全文)+上海',
'seo_description': '前程无忧为您提供上海,Python招聘,求职信息。网聚全国各城市的人才信息,找好工作,找好员工,上前程无忧。',
'seo_keywords': '找工作,求职,人才,招聘',
'seo_title': '【上海,Python招聘,求职】-前程无忧',
'top_ads': [],
'total_page': '178'}
Process finished with exit code 0
既然是我们熟悉的json格式,那么直接通过获取键值对的方式遍历获取我们想要的数据即可
代码如下:
# 通过字典取值方法 把职位信息列表提取出来,通过for循环遍历一个一个提取职位信息
for index in json_data['engine_jds']:
# 根据冒号左边的内容,提取冒号右边的内容
# pprint.pprint(index)
dit = {
'职位': index['job_title'],
'城市': index['attribute_text'][0],
'经验': index['attribute_text'][1],
'学历': index['attribute_text'][2],
'薪资': index['providesalary_text'],
'公司': index['company_name'],
'福利待遇': index['jobwelf'],
'公司领域': index['companyind_text'],
'公司规模': index['companysize_text'],
'公司类型': index['companytype_text'],
'发布日期': index['issuedate'],
'职位详情页': index['job_href'],
'公司详情页': index['company_href'],
}
print(dit)
我们来看一下结果:
D:Py文件venvScriptspython.exe D:/Py文件/招聘/无忧招聘.py
{'职位': 'Python开发实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '8千-1.2万', '公司': '星睿轩科技(上海)有限公司', '福利待遇': '五险一金 出国机会', '公司领域': '电子技术/半导体/集成电路', '公司规模': '', '公司类型': '民营公司', '发布日期': '2022-10-09 10:02:23', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/135751418.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coBGQBYlYzBzoHagZnBmY.html'}
{'职位': 'Python后端开发实习生', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '240元/天', '公司': '上海纵游网络技术有限公司', '福利待遇': '弹性工作', '公司领域': '互联网/电子商务', '公司规模': '150-500人', '公司类型': '外资(非欧美)', '发布日期': '2022-08-19 14:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141777709.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co2299260.html'}
{'职位': '2023 Intern - Engineering Technologist Intern', '城市': '上海', '经验': '在校生/应届生', '学历': '硕士', '薪资': '4.5-6千', '公司': '戴尔(中国)有限公司', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '10000人以上', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:59:25', '职位详情页': 'https://jobs.51job.com/shanghai/134853375.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co6340029.html'}
{'职位': 'Commercial Software Analyst Intern', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '1.3-2万', '公司': '思爱普(中国)有限公司', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:25:10', '职位详情页': 'https://jobs.51job.com/shanghai/142728785.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coAmNWMAVgBj0AbVc3UDI.html'}
{'职位': 'R&D Engineer Intern', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '300元/天', '公司': '上海恩艾仪器有限公司', '福利待遇': '五险一金 免费班车 专业培训 节日福利 餐饮补贴 弹性工作', '公司领域': '电子技术/半导体/集成电路', '公司规模': '150-500人', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/141535876.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co108721.html'}
{'职位': '机器人运动控制实习生', '城市': '上海-青浦区', '经验': '在校生/应届生', '学历': '博士', '薪资': '5-5.5千', '公司': '美的集团中央研究院', '福利待遇': '500强 发展空间大 公司规模大 餐饮补贴 房补 具有转正机会', '公司领域': '家具/家电/玩具/礼品', '公司规模': '150-500人', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-qpq/143049795.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3979143.html'}
{'职位': '软件研发工程师(实习生)', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '3-5千', '公司': '平安利顺国际货币经纪有限责任公司', '福利待遇': '', '公司领域': '金融/投资/证券', '公司规模': '', '公司类型': '合资', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141588580.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coBGRcP1EwUmoCYwRhVTU.html'}
{'职位': '嵌入式AI算法实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '硕士', '薪资': '5-8千', '公司': '上海智元信息科技有限公司', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/129814425.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3811340.html'}
{'职位': '[实习生] 软件工程师', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '3-4千', '公司': '盾钰(上海)互联网科技有限公司', '福利待遇': '员工旅游 专业培训 节日福利', '公司领域': '计算机软件', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/128945569.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co5158777.html'}
{'职位': '软件服务实习生(上海)', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '上海华讯网络系统有限公司', '福利待遇': '五险一金 补充医疗保险 补充公积金 交通补贴 通讯补贴 专业培训 绩效奖金 定期体检', '公司领域': '计算机服务(系统、数据服务、维修)', '公司规模': '1000-5000人', '公司类型': '国企', '发布日期': '2022-10-09 15:47:21', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/140156636.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co119769.html'}
{'职位': 'Algorithm Test Intern', '城市': '上海-嘉定区', '经验': '在校生/应届生', '学历': '本科', '薪资': '120元/天', '公司': '大陆投资(中国)有限公司', '福利待遇': '五险一金 补充公积金 交通补贴 年终奖金 弹性工作 定期体检', '公司领域': '汽车', '公司规模': '10000人以上', '公司类型': '外资(欧美)', '发布日期': '2022-08-18 07:01:53', '职位详情页': 'http://continental.51job.com/cv_easy/cv_log.html?jobid=140871898', '公司详情页': 'http://continental.51job.com'}
{'职位': '软件开发实习生', '城市': '上海-徐汇区', '经验': '在校生/应届生', '学历': '本科', '薪资': '4-6千', '公司': '上海孝庸私募基金管理有限公司', '福利待遇': '餐饮补贴 水果零食 节日福利 团建活动', '公司领域': '金融/投资/证券', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-10-10 18:21:04', '职位详情页': 'https://jobs.51job.com/shanghai-xhq/125912937.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3927410.html'}
{'职位': 'MCU软件开发实习生(ADAS)', '城市': '上海-松江区', '经验': '在校生/应届生', '学历': '本科', '薪资': '4.5-6千', '公司': '上海保隆汽车科技股份有限公司', '福利待遇': '', '公司领域': '汽车零配件', '公司规模': '1000-5000人', '公司类型': '上市公司', '发布日期': '2022-10-10 16:44:22', '职位详情页': 'https://jobs.51job.com/shanghai-sjq/140083885.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co2364034.html'}
{'职位': '软件二次开发(或者宏)实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '埃瑞泰克斯(上海)机械制造有限公司', '福利待遇': '午餐供应 出差补贴 意外保险', '公司领域': '机械/设备/重工', '公司规模': '50-150人', '公司类型': '外资(欧美)', '发布日期': '2022-10-10 13:08:11', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/137463537.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3161033.html'}
{'职位': '爬虫实习生', '城市': '上海-闵行区', '经验': '在校生/应届生', '学历': '本科', '薪资': '100元/天', '公司': '上海琻瑢信息科技有限公司', '福利待遇': '五险一金 弹性工作 定期体检 专业培训 员工旅游 绩效奖金 年终奖金', '公司领域': '计算机服务(系统、数据服务、维修)', '公司规模': '少于50人', '公司类型': '民营公司', '发布日期': '2022-10-10 10:09:44', '职位详情页': 'https://jobs.51job.com/shanghai-mhq/132335970.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co4250336.html'}
{'职位': '软件工程师(实习生)', '城市': '上海-静安区', '经验': '在校生/应届生', '学历': '本科', '薪资': '8-9.5千', '公司': '贝斯(无锡)信息系统有限公司上海分公司', '福利待遇': '年终奖金 绩效奖金', '公司领域': '互联网/电子商务', '公司规模': '50-150人', '公司类型': '外资(非欧美)', '发布日期': '2022-10-10 09:35:55', '职位详情页': 'https://jobs.51job.com/shanghai-jaq/142685104.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co5540438.html'}
{'职位': '软件开发工程师(Java)(实习生)', '城市': '上海-静安区', '经验': '在校生/应届生', '学历': '本科', '薪资': '140元/天', '公司': '上海计算机软件技术开发中心', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '150-500人', '公司类型': '事业单位', '发布日期': '2022-10-10 09:28:55', '职位详情页': 'https://jobs.51job.com/shanghai-jaq/138114923.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3586900.html'}
{'职位': '算法实习生(2023届)', '城市': '上海-静安区', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '米思米(中国)精密机械贸易有限公司', '福利待遇': '', '公司领域': '机械/设备/重工', '公司规模': '500-1000人', '公司类型': '外资(非欧美)', '发布日期': '2022-10-10 09:03:49', '职位详情页': 'https://jobs.51job.com/shanghai-jaq/141959836.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co292018.html'}
{'职位': 'web后端实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '上海聪链信息科技有限公司', '福利待遇': '', '公司领域': '电子技术/半导体/集成电路', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-10-09 11:05:36', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/136428303.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co5253363.html'}
{'职位': '实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '3.3-3.5千', '公司': '国富期货有限公司', '福利待遇': '五险一金 员工旅游 交通补贴 专业培训 年终奖金 绩效奖金 定期体检', '公司领域': '金融/投资/证券', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-09-30 08:27:39', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/140797405.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3706888.html'}
{'职位': 'mNAND固件工程师-实习', '城市': '上海-徐汇区', '经验': '在校生/应届生', '学历': '本科', '薪资': '300元/天', '公司': '美光半导体(上海)有限责任公司', '福利待遇': '餐饮补贴 通讯补贴 外企实习 半导体巨头', '公司领域': '电子技术/半导体/集成电路', '公司规模': '500-1000人', '公司类型': '外资(欧美)', '发布日期': '2022-09-29 08:49:33', '职位详情页': 'https://jobs.51job.com/shanghai-xhq/140144341.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co2803805.html'}
{'职位': '软件开发实习生', '城市': '上海-静安区', '经验': '在校生/应届生', '学历': '本科', '薪资': '140元/天', '公司': '魏德米勒电联接(上海)有限公司', '福利待遇': '', '公司领域': '仪器仪表/工业自动化', '公司规模': '500-1000人', '公司类型': '外资(欧美)', '发布日期': '2022-09-26 15:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-jaq/142394817.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co146803.html'}
{'职位': '系统软件实习生', '城市': '上海-闵行区', '经验': '在校生/应届生', '学历': '本科', '薪资': '150元/天', '公司': '宁德时代(上海)智能科技有限公司', '福利待遇': '五险一金 补充医疗保险 补充公积金 餐饮补贴 绩效奖金 定期体检 年终奖金 员工旅游', '公司领域': '学术/科研', '公司规模': '150-500人', '公司类型': '民营公司', '发布日期': '2022-09-26 11:30:19', '职位详情页': 'https://jobs.51job.com/shanghai-mhq/141666720.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coVDRcMABkVW8Gag1rVjc.html'}
{'职位': '运营中心-证券部-RPA研发实习生G00794', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '3千及以下', '公司': '中信期货有限公司', '福利待遇': '五险一金 绩效奖金 餐补 通讯补贴 带薪年假 补充医疗保险 定期体检 节日福利', '公司领域': '金融/投资/证券', '公司规模': '1000-5000人', '公司类型': '国企', '发布日期': '2022-09-06 10:10:02', '职位详情页': 'https://jobs.51job.com/shanghai/137869831.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co253964.html'}
{'职位': '后端研发实习生(上海)-暑期', '城市': '上海', '经验': '在校生/应届生', '学历': '硕士', '薪资': '3-4.5千', '公司': '天翼云科技有限公司', '福利待遇': '', '公司领域': '通信/电信/网络设备', '公司规模': '', '公司类型': '国企', '发布日期': '2022-09-02 04:00:02', '职位详情页': 'https://jobs.51job.com/shanghai/138606666.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coUzNRMwNnVWIEaA1tUTw.html'}
{'职位': '实习生-软件开发方向', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '瀚颐(上海)汽车电子科技有限公司', '福利待遇': '五险一金 餐饮补贴 通讯补贴 年终奖金 附加商业保险', '公司领域': '汽车', '公司规模': '50-150人', '公司类型': '合资', '发布日期': '2022-09-01 11:16:56', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/137113025.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3766830.html'}
{'职位': '2023 Intern_Embedded Engineer-SPS-上海', '城市': '上海', '经验': '在校生/应届生', '学历': '硕士', '薪资': '3-4.5千', '公司': '霍尼韦尔(中国)有限公司', '福利待遇': '', '公司领域': '金融/投资/证券', '公司规模': '', '公司类型': '外资(欧美)', '发布日期': '2022-08-30 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/138703479.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coB2cFZgdhDjgBZ1E0VDI.html'}
{'职位': '(2023届)ETL大数据开发实习生', '城市': '上海-虹口区', '经验': '在校生/应届生', '学历': '本科', '薪资': '7千-1万', '公司': '浙江浙大网新图灵信息科技有限公司', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '500-1000人', '公司类型': '民营公司', '发布日期': '2022-08-23 08:58:04', '职位详情页': 'https://jobs.51job.com/shanghai-hkq/141838784.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co556921.html'}
{'职位': '软件设计工程师(实习生)', '城市': '上海-普陀区', '经验': '在校生/应届生', '学历': '本科', '薪资': '150元/天', '公司': '中邮科技股份有限公司', '福利待遇': '五险一金 补充公积金 餐饮补贴 年终奖金 绩效奖金 定期体检', '公司领域': '交通/运输/物流', '公司规模': '1000-5000人', '公司类型': '国企', '发布日期': '2022-08-19 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-ptq/138378457.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co5409315.html'}
{'职位': '服务工程实习生,信息娱乐系统', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '5.5-6.6千', '公司': 'Tesla特斯拉汽车', '福利待遇': '免费班车 弹性工作 餐饮补贴', '公司领域': '汽车', '公司规模': '10000人以上', '公司类型': '外资(欧美)', '发布日期': '2022-08-16 14:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141746639.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3101056.html'}
{'职位': '导航、控制(算法)工程师(可实习)', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '硕士', '薪资': '1.1-2.8万', '公司': '极翼机器人(上海)有限公司', '福利待遇': '五险一金 弹性工作 员工旅游 绩效奖金 年终奖金', '公司领域': '电子技术/半导体/集成电路', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-08-15 09:53:08', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/114258683.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3442877.html'}
{'职位': 'C++开发工程师(实习生)', '城市': '上海-静安区', '经验': '无需经验', '学历': '本科', '薪资': '3.5-4.5千', '公司': '上海德程数据技术有限公司', '福利待遇': '', '公司领域': '计算机软件', '公司规模': '少于50人', '公司类型': '民营公司', '发布日期': '2022-08-12 14:47:52', '职位详情页': 'https://jobs.51job.com/shanghai-jaq/141635757.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coA2NWNQJjAjsHZlc8UzI.html'}
{'职位': 'Java开发实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '3-4.5千', '公司': '南京廷桥信息技术有限公司', '福利待遇': '五险一金 绩效奖金 专业培训', '公司领域': '计算机软件', '公司规模': '少于50人', '公司类型': '民营公司', '发布日期': '2022-08-12 08:58:59', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/135891451.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co5356521.html'}
{'职位': '软件开发实习生 Software Engineer Intern', '城市': '上海', '经验': '无需经验', '学历': '本科', '薪资': '200元/天', '公司': '珀金埃尔默企业管理(上海)有限公司', '福利待遇': '五险一金 免费班车 员工旅游 交通补贴 年终奖金', '公司领域': '医疗设备/器械', '公司规模': '1000-5000人', '公司类型': '外资(欧美)', '发布日期': '2022-08-11 18:10:12', '职位详情页': 'https://jobs.51job.com/shanghai/138629307.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co2395780.html'}
{'职位': 'FAE 现场应用工程师实习生(Python)', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '硕士', '薪资': '200元/天', '公司': '科天国际贸易(上海)有限公司', '福利待遇': '五险一金 餐饮补贴 专业培训 年终奖金 出国机会', '公司领域': '电子技术/半导体/集成电路', '公司规模': '500-1000人', '公司类型': '外资(欧美)', '发布日期': '2022-09-13 17:27:49', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/141162518.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co162914.html'}
{'职位': 'CRM 数据分析实习生', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '1.2-1.5万', '公司': '特斯拉(上海)有限公司', '福利待遇': '', '公司领域': '汽车', '公司规模': '', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:55:29', '职位详情页': 'https://jobs.51job.com/shanghai/141750712.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coAGFWMV84ATxSPlM4UDc.html'}
{'职位': 'Digital Marketing团队实习生', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '2-3千', '公司': '阿斯利康投资(中国)有限公司', '福利待遇': '', '公司领域': '租赁服务', '公司规模': '', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:35:53', '职位详情页': 'https://jobs.51job.com/shanghai/142284741.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coVTUCb1M5Bj8AbVEwUD0.html'}
{'职位': '实习岗-工艺岗', '城市': '上海', '经验': '在校生/应届生', '学历': '大专', '薪资': '', '公司': '上海飞机制造有限公司', '福利待遇': '', '公司领域': '航天/航空', '公司规模': '', '公司类型': '国企', '发布日期': '2022-10-11 04:28:59', '职位详情页': 'https://jobs.51job.com/shanghai/142302473.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coUTAHYFY9DzcFYAVnAGA.html'}
{'职位': '实习岗-电控工程师', '城市': '上海', '经验': '在校生/应届生', '学历': '硕士', '薪资': '', '公司': '上海飞机设计研究院有限公司', '福利待遇': '', '公司领域': '航天/航空', '公司规模': '', '公司类型': '国企', '发布日期': '2022-10-11 04:28:55', '职位详情页': 'https://jobs.51job.com/shanghai/142302458.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coVDVVMgdsDjYFYAxuB2Y.html'}
{'职位': 'Quantitative Analysis 量化分析', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '3-5千', '公司': '瑞银企业管理(中国)有限公司', '福利待遇': '', '公司领域': '专业服务(咨询、人力资源、财会)', '公司规模': '', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:27:20', '职位详情页': 'https://jobs.51job.com/shanghai/141872957.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coBmdcOgVvBD9UNgxnBmc.html'}
{'职位': '实习生,收入预测和计划', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '1.9-3.2千', '公司': '上海国际主题乐园有限公司', '福利待遇': '', '公司领域': '批发/零售', '公司规模': '', '公司类型': '国企', '发布日期': '2022-10-11 04:19:31', '职位详情页': 'https://jobs.51job.com/shanghai/142626231.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coVTQAZwJjDzYEaA1qUzE.html'}
{'职位': '机器人感知与运动算法实习生', '城市': '上海-浦东新区', '经验': '在校生/应届生', '学历': '本科', '薪资': '6千-1万', '公司': '上海库灵科技有限公司', '福利待遇': '周末双休 弹性工作 五险一金 节日福利 绩效奖金 员工旅游', '公司领域': '仪器仪表/工业自动化', '公司规模': '少于50人', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai-pdxq/143060843.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co6208415.html'}
{'职位': '助理研究员(实习)', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '4.4-6.6千', '公司': '永卓控股有限公司', '福利待遇': '', '公司领域': '金融/投资/证券', '公司规模': '', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/143030806.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coUzJQMF4_BDgHawJhB2U.html'}
{'职位': 'Intern - Digital Dashboard/BI operation', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '2-3千', '公司': '赛诺菲(中国)投资有限公司上海分公司', '福利待遇': '', '公司领域': '制药/生物工程', '公司规模': '5000-10000人', '公司类型': '外资(欧美)', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141718427.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coB2ZdOgVmVGgAZ1E3UzI.html'}
{'职位': '准备金评估岗', '城市': '上海', '经验': '在校生/应届生', '学历': '硕士', '薪资': '4.5-6千', '公司': '中国大地财产保险股份有限公司', '福利待遇': '', '公司领域': '保险', '公司规模': '', '公司类型': '国企', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141218248.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coB2dWOwNpADsHY1Q-UzM.html'}
{'职位': '应用运维岗[综合](上海)', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '3千及以下', '公司': '上海华鑫股份有限公司', '福利待遇': '', '公司领域': '金融/投资/证券', '公司规模': '', '公司类型': '国企', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/140504884.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coBWQHY148UWYAZwRiUjA.html'}
{'职位': 'Marketing DMBI Intern( 有转正机会)', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '3-4.5千', '公司': '上海市静安区人才服务中心', '福利待遇': '', '公司领域': '专业服务(咨询、人力资源、财会)', '公司规模': '', '公司类型': '事业单位', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/142440290.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/coCGkHYQRvBDsCYwdlUzY.html'}
{'职位': '资产评估实习生(有留用机会)', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '90元/天', '公司': '北京中企华资产评估有限责任公司上海分公司', '福利待遇': '商业保险', '公司领域': '专业服务(咨询、人力资源、财会)', '公司规模': '50-150人', '公司类型': '民营公司', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/142380279.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co3678054.html'}
{'职位': '行业研究员——实习', '城市': '上海', '经验': '在校生/应届生', '学历': '本科', '薪资': '200元/天', '公司': '上海朗跃国际贸易有限公司', '福利待遇': '五险一金 年终奖金 员工旅游 定期体检 补充医疗保险 做五休二 带薪年假 弹性工作 绩效奖金', '公司领域': '贸易/进出口', '公司规模': '50-150人', '公司类型': '合资', '发布日期': '2022-10-11 04:00:01', '职位详情页': 'https://jobs.51job.com/shanghai/141578127.html?s=sou_sou_soulb&t=0_0', '公司详情页': 'https://jobs.51job.com/all/co2370959.html'}
Process finished with exit code 0
可以看到我们想要的数据已经解析出来
四、保存数据
将解析出来的数据保存至csv文件
代码如下:
import csv
f = open('data.csv',mode='a',encoding='utf-8',newline='')
csv_writer = csv.DictWriter(f,fieldnames=[
'职位',
'城市',
'经验',
'学历',
'薪资',
'公司',
'福利待遇',
'公司领域',
'公司规模',
'公司类型',
'发布日期',
'职位详情页',
'公司详情页',
])
csv_writer.writeheader()
csv_writer.writerow(dit)
最后保存的结果如下:
职位 | 城市 | 经验 | 学历 | 薪资 | 公司 | 福利待遇 | 公司领域 | 公司规模 | 公司类型 | 发布日期 | 职位详情页 | 公司详情页 |
Python开发实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 8千-1.2万 | 星睿轩科技(上海)有限公司 | 五险一金 出国机会 | 电子技术/半导体/集成电路 | 民营公司 | 2022/9/26 11:13 | https://jobs.51job.com/shanghai-pdxq/135751418.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coBGQBYlYzBzoHagZnBmY.html | |
Python后端开发实习生 | 上海 | 在校生/应届生 | 本科 | 240元/天 | 上海纵游网络技术有限公司 | 弹性工作 | 互联网/电子商务 | 150-500人 | 外资(非欧美) | 2022/8/19 14:00 | https://jobs.51job.com/shanghai/141777709.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2299260.html |
2023 Intern - Engineering Technologist Intern | 上海 | 在校生/应届生 | 硕士 | 4.5-6千 | 戴尔(中国)有限公司 | 计算机软件 | 10000人以上 | 外资(欧美) | 2022/9/26 4:37 | https://jobs.51job.com/shanghai/134853375.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co6340029.html | |
Commercial Software Analyst Intern | 上海 | 在校生/应届生 | 本科 | 1.3-2万 | 思爱普(中国)有限公司 | 计算机软件 | 外资(欧美) | 2022/9/26 4:07 | https://jobs.51job.com/shanghai/142728785.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coAmNWMAVgBj0AbVc3UDI.html | ||
软件研发工程师(实习生) | 上海 | 在校生/应届生 | 本科 | 3-5千 | 平安利顺国际货币经纪有限责任公司 | 金融/投资/证券 | 合资 | 2022/9/26 4:00 | https://jobs.51job.com/shanghai/141588580.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coBGRcP1EwUmoCYwRhVTU.html | ||
软件服务实习生(上海) | 上海-浦东新区 | 在校生/应届生 | 本科 | 200元/天 | 上海华讯网络系统有限公司 | 五险一金 补充医疗保险 补充公积金 交通补贴 通讯补贴 专业培训 绩效奖金 定期体检 | 计算机服务(系统、数据服务、维修) | 1000-5000人 | 国企 | 2022/9/26 17:03 | https://jobs.51job.com/shanghai-pdxq/140156636.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co119769.html |
Algorithm Test Intern | 上海-嘉定区 | 在校生/应届生 | 本科 | 120元/天 | 大陆投资(中国)有限公司 | 五险一金 补充公积金 交通补贴 年终奖金 弹性工作 定期体检 | 汽车 | 10000人以上 | 外资(欧美) | 2022/8/18 7:01 | http://continental.51job.com/cv_easy/cv_log.html?jobid=140871898 | http://continental.51job.com |
MCU软件开发实习生(ADAS) | 上海-松江区 | 在校生/应届生 | 本科 | 4.5-6千 | 上海保隆汽车科技股份有限公司 | 汽车零配件 | 1000-5000人 | 上市公司 | 2022/9/26 17:18 | https://jobs.51job.com/shanghai-sjq/140083885.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2364034.html | |
软件开发实习生 | 上海-徐汇区 | 在校生/应届生 | 本科 | 4-6千 | 上海孝庸私募基金管理有限公司 | 餐饮补贴 水果零食 节日福利 团建活动 | 金融/投资/证券 | 50-150人 | 民营公司 | 2022/9/26 17:04 | https://jobs.51job.com/shanghai-xhq/125912937.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3927410.html |
软件工程师(实习生) | 上海-静安区 | 在校生/应届生 | 本科 | 8-9.5千 | 贝斯(无锡)信息系统有限公司上海分公司 | 年终奖金 绩效奖金 | 互联网/电子商务 | 50-150人 | 外资(非欧美) | 2022/9/26 15:00 | https://jobs.51job.com/shanghai-jaq/142685104.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5540438.html |
软件开发实习生 | 上海-静安区 | 在校生/应届生 | 本科 | 140元/天 | 魏德米勒电联接(上海)有限公司 | 仪器仪表/工业自动化 | 500-1000人 | 外资(欧美) | 2022/9/26 15:00 | https://jobs.51job.com/shanghai-jaq/142394817.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co146803.html | |
嵌入式AI算法实习生 | 上海-浦东新区 | 在校生/应届生 | 硕士 | 5-8千 | 上海智元信息科技有限公司 | 计算机软件 | 50-150人 | 民营公司 | 2022/9/26 15:00 | https://jobs.51job.com/shanghai-pdxq/129814425.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3811340.html | |
爬虫实习生 | 上海-闵行区 | 在校生/应届生 | 本科 | 100元/天 | 上海琻瑢信息科技有限公司 | 五险一金 弹性工作 定期体检 专业培训 员工旅游 绩效奖金 年终奖金 | 计算机服务(系统、数据服务、维修) | 少于50人 | 民营公司 | 2022/9/26 13:42 | https://jobs.51job.com/shanghai-mhq/132335970.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co4250336.html |
系统软件实习生 | 上海-闵行区 | 在校生/应届生 | 本科 | 150元/天 | 宁德时代(上海)智能科技有限公司 | 五险一金 补充医疗保险 补充公积金 餐饮补贴 绩效奖金 定期体检 年终奖金 员工旅游 | 学术/科研 | 150-500人 | 民营公司 | 2022/9/26 11:30 | https://jobs.51job.com/shanghai-mhq/141666720.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coVDRcMABkVW8Gag1rVjc.html |
软件二次开发(或者宏)实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 200元/天 | 埃瑞泰克斯(上海)机械制造有限公司 | 午餐供应 出差补贴 意外保险 | 机械/设备/重工 | 50-150人 | 外资(欧美) | 2022/9/26 9:52 | https://jobs.51job.com/shanghai-pdxq/137463537.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3161033.html |
web后端实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 200元/天 | 上海聪链信息科技有限公司 | 电子技术/半导体/集成电路 | 50-150人 | 民营公司 | 2022/9/26 9:10 | https://jobs.51job.com/shanghai-pdxq/136428303.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5253363.html | |
实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 3.3-3.5千 | 国富期货有限公司 | 五险一金 员工旅游 交通补贴 专业培训 年终奖金 绩效奖金 定期体检 | 金融/投资/证券 | 50-150人 | 民营公司 | 2022/9/26 8:50 | https://jobs.51job.com/shanghai-pdxq/140797405.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3706888.html |
[实习生] 软件工程师 | 上海-浦东新区 | 在校生/应届生 | 本科 | 3-4千 | 盾钰(上海)互联网科技有限公司 | 员工旅游 专业培训 节日福利 | 计算机软件 | 50-150人 | 民营公司 | 2022/9/23 16:30 | https://jobs.51job.com/shanghai-pdxq/128945569.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5158777.html |
mNAND固件工程师-实习 | 上海-徐汇区 | 在校生/应届生 | 本科 | 300元/天 | 美光半导体(上海)有限责任公司 | 餐饮补贴 通讯补贴 外企实习 半导体巨头 | 电子技术/半导体/集成电路 | 500-1000人 | 外资(欧美) | 2022/9/23 15:49 | https://jobs.51job.com/shanghai-xhq/140144341.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2803805.html |
软件开发工程师(Java)(实习生) | 上海-静安区 | 在校生/应届生 | 本科 | 140元/天 | 上海计算机软件技术开发中心 | 计算机软件 | 150-500人 | 事业单位 | 2022/9/23 10:24 | https://jobs.51job.com/shanghai-jaq/138114923.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3586900.html | |
初级嵌入式软件工程师(实习) | 上海 | 在校生/应届生 | 本科 | 4.5-6千 | 上海道生物联技术有限公司 | 电子技术/半导体/集成电路 | 50-150人 | 民营公司 | 2022/9/21 16:13 | https://jobs.51job.com/shanghai/140620659.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5694323.html | |
算法实习生(2023届) | 上海-静安区 | 在校生/应届生 | 本科 | 200元/天 | 米思米(中国)精密机械贸易有限公司 | 机械/设备/重工 | 500-1000人 | 外资(非欧美) | 2022/9/19 9:21 | https://jobs.51job.com/shanghai-jaq/141959836.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co292018.html | |
R&D Engineer Intern | 上海-浦东新区 | 在校生/应届生 | 本科 | 300元/天 | 上海恩艾仪器有限公司 | 五险一金 免费班车 专业培训 节日福利 餐饮补贴 弹性工作 | 电子技术/半导体/集成电路 | 150-500人 | 外资(欧美) | 2022/9/16 9:02 | https://jobs.51job.com/shanghai-pdxq/141535876.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co108721.html |
运营中心-证券部-RPA研发实习生G00794 | 上海 | 在校生/应届生 | 本科 | 3千及以下 | 中信期货有限公司 | 五险一金 绩效奖金 餐补 通讯补贴 带薪年假 补充医疗保险 定期体检 节日福利 | 金融/投资/证券 | 1000-5000人 | 国企 | 2022/9/6 10:10 | https://jobs.51job.com/shanghai/137869831.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co253964.html |
后端研发实习生(上海)-暑期 | 上海 | 在校生/应届生 | 硕士 | 3-4.5千 | 天翼云科技有限公司 | 通信/电信/网络设备 | 国企 | 2022/9/2 4:00 | https://jobs.51job.com/shanghai/138606666.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coUzNRMwNnVWIEaA1tUTw.html | ||
实习生-软件开发方向 | 上海-浦东新区 | 在校生/应届生 | 本科 | 200元/天 | 瀚颐(上海)汽车电子科技有限公司 | 五险一金 餐饮补贴 通讯补贴 年终奖金 附加商业保险 | 汽车 | 50-150人 | 合资 | 2022/9/1 11:16 | https://jobs.51job.com/shanghai-pdxq/137113025.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3766830.html |
2023 Intern_Embedded Engineer-SPS-上海 | 上海 | 在校生/应届生 | 硕士 | 3-4.5千 | 霍尼韦尔(中国)有限公司 | 金融/投资/证券 | 外资(欧美) | 2022/8/30 4:00 | https://jobs.51job.com/shanghai/138703479.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coB2cFZgdhDjgBZ1E0VDI.html | ||
(2023届)ETL大数据开发实习生 | 上海-虹口区 | 在校生/应届生 | 本科 | 7千-1万 | 浙江浙大网新图灵信息科技有限公司 | 计算机软件 | 500-1000人 | 民营公司 | 2022/8/23 8:58 | https://jobs.51job.com/shanghai-hkq/141838784.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co556921.html | |
软件设计工程师(实习生) | 上海-普陀区 | 在校生/应届生 | 本科 | 150元/天 | 中邮科技股份有限公司 | 五险一金 补充公积金 餐饮补贴 年终奖金 绩效奖金 定期体检 | 交通/运输/物流 | 1000-5000人 | 国企 | 2022/8/19 4:00 | https://jobs.51job.com/shanghai-ptq/138378457.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5409315.html |
服务工程实习生,信息娱乐系统 | 上海 | 在校生/应届生 | 本科 | 5.5-6.6千 | Tesla特斯拉汽车 | 免费班车 弹性工作 餐饮补贴 | 汽车 | 10000人以上 | 外资(欧美) | 2022/8/16 14:00 | https://jobs.51job.com/shanghai/141746639.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3101056.html |
导航、控制(算法)工程师(可实习) | 上海-浦东新区 | 在校生/应届生 | 硕士 | 1.1-2.8万 | 极翼机器人(上海)有限公司 | 五险一金 弹性工作 员工旅游 绩效奖金 年终奖金 | 电子技术/半导体/集成电路 | 50-150人 | 民营公司 | 2022/8/15 9:53 | https://jobs.51job.com/shanghai-pdxq/114258683.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3442877.html |
C++开发工程师(实习生) | 上海-静安区 | 无需经验 | 本科 | 3.5-4.5千 | 上海德程数据技术有限公司 | 计算机软件 | 少于50人 | 民营公司 | 2022/8/12 14:47 | https://jobs.51job.com/shanghai-jaq/141635757.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coA2NWNQJjAjsHZlc8UzI.html | |
Java开发实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 3-4.5千 | 南京廷桥信息技术有限公司 | 五险一金 绩效奖金 专业培训 | 计算机软件 | 少于50人 | 民营公司 | 2022/8/12 8:58 | https://jobs.51job.com/shanghai-pdxq/135891451.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5356521.html |
软件开发实习生 Software Engineer Intern | 上海 | 无需经验 | 本科 | 200元/天 | 珀金埃尔默企业管理(上海)有限公司 | 五险一金 免费班车 员工旅游 交通补贴 年终奖金 | 医疗设备/器械 | 1000-5000人 | 外资(欧美) | 2022/8/11 18:10 | https://jobs.51job.com/shanghai/138629307.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2395780.html |
嵌入式软件实习生 | 上海-浦东新区 | 在校生/应届生 | 本科 | 200元/天 | 领目科技(上海)有限公司 | 弹性工作 零食饮品 下午茶 领导nice 大牛带教 | 汽车 | 50-150人 | 民营公司 | 2022/8/5 9:50 | https://jobs.51job.com/shanghai-pdxq/134233668.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co5355447.html |
软件开发实习生 | 上海 | 在校生/应届生 | 本科 | 3-4.5千 | 上海柏维信息技术有限公司 | 五险一金 定期体检 带薪年假 季度团建 人才推荐奖 生日礼物 司龄礼物 | 计算机软件 | 50-150人 | 民营公司 | 2022/8/5 9:33 | https://jobs.51job.com/shanghai/135924565.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3427818.html |
FAE 现场应用工程师实习生(Python) | 上海-浦东新区 | 在校生/应届生 | 硕士 | 200元/天 | 科天国际贸易(上海)有限公司 | 五险一金 餐饮补贴 专业培训 年终奖金 出国机会 | 电子技术/半导体/集成电路 | 500-1000人 | 外资(欧美) | 2022/9/13 17:27 | https://jobs.51job.com/shanghai-pdxq/141162518.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co162914.html |
数据分析助理实习生 | 上海-徐汇区 | 在校生/应届生 | 本科 | 120元/天 | 泰科电子(上海)有限公司 | 年终奖金 定期体检 通讯补贴 补充医疗保险 五险一金 | 电子技术/半导体/集成电路 | 10000人以上 | 外资(欧美) | 2022/9/26 14:21 | http://te.51job.com/sc/show_job_detail.html?jobid=142773194 | http://te.51job.com |
Model Risk Control/金融科技-模型风险控制 | 上海 | 在校生/应届生 | 本科 | 3-5千 | 瑞银企业管理(中国)有限公司 | 专业服务(咨询、人力资源、财会) | 外资(欧美) | 2022/9/26 14:57 | https://jobs.51job.com/shanghai/141586281.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coBmdcOgVvBD9UNgxnBmc.html | ||
数据开发岗(2023届) | 上海-浦东新区 | 在校生/应届生 | 本科 | 4-6千 | 上海通联金融服务有限公司 | 补充医疗保险 五险一金 员工旅游 绩效奖金 年终奖金 股票期权 定期体检 | 计算机软件 | 150-500人 | 合资 | 2022/9/26 14:27 | https://jobs.51job.com/shanghai-pdxq/141389305.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2593740.html |
数据分析师(FAT)(实习) | 上海-长宁区 | 在校生/应届生 | 本科 | 150元/天 | 上海联和金融信息服务有限公司 | 五险一金 交通补贴 定期聚餐 节日福利 绩效奖金 餐饮补贴 | 计算机服务(系统、数据服务、维修) | 150-500人 | 国企 | 2022/9/26 10:08 | https://jobs.51job.com/shanghai-cnq/135830187.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co2455268.html |
财务实习生(可转正) | 上海-虹口区 | 在校生/应届生 | 本科 | 2-3千 | 上海汽车资产经营有限公司 | 新能源 | 150-500人 | 国企 | 2022/9/26 8:26 | https://jobs.51job.com/shanghai-hkq/138559999.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/co3256034.html | |
CRM 数据分析实习生 | 上海 | 在校生/应届生 | 本科 | 1.2-1.5万 | 特斯拉(上海)有限公司 | 汽车 | 外资(欧美) | 2022/9/26 4:33 | https://jobs.51job.com/shanghai/141750712.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coAGFWMV84ATxSPlM4UDc.html | ||
Marketing DMBI Intern( 有转正机会) | 上海 | 在校生/应届生 | 本科 | 3-4.5千 | 上海市静安区人才服务中心 | 专业服务(咨询、人力资源、财会) | 事业单位 | 2022/9/26 4:31 | https://jobs.51job.com/shanghai/142440290.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coCGkHYQRvBDsCYwdlUzY.html | ||
Digital Marketing团队实习生 | 上海 | 在校生/应届生 | 本科 | 2-3千 | 阿斯利康投资(中国)有限公司 | 租赁服务 | 外资(欧美) | 2022/9/26 4:16 | https://jobs.51job.com/shanghai/142284741.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coVTUCb1M5Bj8AbVEwUD0.html | ||
实习岗-工艺岗 | 上海 | 在校生/应届生 | 大专 | 上海飞机制造有限公司 | 航天/航空 | 国企 | 2022/9/26 4:10 | https://jobs.51job.com/shanghai/142302473.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coUTAHYFY9DzcFYAVnAGA.html | |||
实习岗-电控工程师 | 上海 | 在校生/应届生 | 硕士 | 上海飞机设计研究院有限公司 | 航天/航空 | 国企 | 2022/9/26 4:10 | https://jobs.51job.com/shanghai/142302458.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coVDVVMgdsDjYFYAxuB2Y.html | |||
实习生,收入预测和计划 | 上海 | 在校生/应届生 | 本科 | 1.9-3.2千 | 上海国际主题乐园有限公司 | 批发/零售 | 国企 | 2022/9/26 4:05 | https://jobs.51job.com/shanghai/142626231.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coVTQAZwJjDzYEaA1qUzE.html | ||
Intern - Digital Dashboard/BI operation | 上海 | 在校生/应届生 | 本科 | 2-3千 | 赛诺菲(中国)投资有限公司上海分公司 | 制药/生物工程 | 5000-10000人 | 外资(欧美) | 2022/9/26 4:00 | https://jobs.51job.com/shanghai/141718427.html?s=sou_sou_soulb&t=0_0 | https://jobs.51job.com/all/coB2ZdOgVmVGgAZ1E3UzI.html |
总结
以上就是爬取招聘信息的所有内容,如想要获取更多数据可以通过观察url的规律,然后再遍历访问即可,源代码已放到最下方,大家可参考。
import json
import requests
import re
import pprint
import csv
f = open('data.csv',mode='a',encoding='utf-8',newline='')
csv_writer = csv.DictWriter(f,fieldnames=[
'职位',
'城市',
'经验',
'学历',
'薪资',
'公司',
'福利待遇',
'公司领域',
'公司规模',
'公司类型',
'发布日期',
'职位详情页',
'公司详情页',
])
csv_writer.writeheader()
# 1. 请求数据
headers = {
'Cookie': '_uab_collina=166360652561189935704293; guid=c4bede90c92b3ed05fcaf73c4f8f7e5d; nsearch=jobarea%3D%26%7C%26ord_field%3D%26%7C%26recentSearch0%3D%26%7C%26recentSearch1%3D%26%7C%26recentSearch2%3D%26%7C%26recentSearch3%3D%26%7C%26recentSearch4%3D%26%7C%26collapse_expansion%3D; _ujz=MjE2MjI2MzQwMA%3D%3D; ps=needv%3D0; 51job=cuid%3D216226340%26%7C%26cusername%3DtVdXVUZbI9qJRKQYI9qojXLcwfL5fiGpfb329jmhd8s%253D%26%7C%26cpassword%3D%26%7C%26cname%3D%26%7C%26cemail%3D%26%7C%26cemailstatus%3D0%26%7C%26cnickname%3D%26%7C%26ccry%3D.0AH7oT0e.v8M%26%7C%26cconfirmkey%3D%25241%2524te1MADQc%2524ZcWYjLHmqA6J5Q.xQuhWk%252F%26%7C%26cautologin%3D1%26%7C%26cenglish%3D0%26%7C%26sex%3D%26%7C%26cnamekey%3D%25241%2524dj3ibBCo%2524NyDL9T8bCaLiMPI6Ssu7U1%26%7C%26to%3D75bff6ec03ea80c29247ba350ca714156328a726%26%7C%26; sensor=createDate%3D2022-09-20%26%7C%26identityType%3D1; sensorsdata2015jssdkcross=%7B%22distinct_id%22%3A%22216226340%22%2C%22first_id%22%3A%2218356ad0e00be2-0c2ccf0c267ce-26021d51-921600-18356ad0e01c53%22%2C%22props%22%3A%7B%22%24latest_traffic_source_type%22%3A%22%E7%9B%B4%E6%8E%A5%E6%B5%81%E9%87%8F%22%2C%22%24latest_search_keyword%22%3A%22%E6%9C%AA%E5%8F%96%E5%88%B0%E5%80%BC_%E7%9B%B4%E6%8E%A5%E6%89%93%E5%BC%80%22%2C%22%24latest_referrer%22%3A%22%22%7D%2C%22identities%22%3A%22eyIkaWRlbnRpdHlfY29va2llX2lkIjoiMTgzNTZhZDBlMDBiZTItMGMyY2NmMGMyNjdjZS0yNjAyMWQ1MS05MjE2MDAtMTgzNTZhZDBlMDFjNTMiLCIkaWRlbnRpdHlfbG9naW5faWQiOiIyMTYyMjYzNDAifQ%3D%3D%22%2C%22history_login_id%22%3A%7B%22name%22%3A%22%24identity_login_id%22%2C%22value%22%3A%22216226340%22%7D%2C%22%24device_id%22%3A%2218356ad0e00be2-0c2ccf0c267ce-26021d51-921600-18356ad0e01c53%22%7D; partner=sem_pcbaidu8_14833; adv=ad_logid_url%3Dhttps%253A%252F%252Ftrace.51job.com%252Ftrace.php%253Fpartner%253Dsem_pcbaidu8_14833%2526ajp%253DaHR0cHM6Ly9ta3QuNTFqb2IuY29tL3RnL3NlbS9MUF8yMDIwXzEuaHRtbD9mcm9tPWJhaWR1YWQ%253D%2526k%253Dd946ba049bfb67b64f408966cbda3ee9%2526bd_vid%253D9507885370038009921%26%7C%26; privacy=1664196036; slife=lastvisit%3D020000%26%7C%26lastlogindate%3D20220926%26%7C%26; search=jobarea%7E%60020000%7C%21ord_field%7E%600%7C%21recentSearch0%7E%60020000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FAPython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch1%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FApython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch2%7E%60010000%2C020000%2C030200%2C040000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FApython%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch3%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21; ssxmod_itna=eu0QD5BIfDkD7DgDl4iu7t86kjrtDmoEokY4AIQD/KWxnqD=GFDK40EEgfwvE05hiZi2fhPRefyfeDHc0ofKrFZASXoDU4i8DCLiAmTDen=D5xGoDPxDeDAQKiTDY4DdjpNv=DEDeKDRDAQDzLdyDGfBDYP9QqDgSqDB+OdDKqGg7kU6CQ03xGU4IwD9D0UdxBdWiZx9+QcasBUgepDPH2jx5eGuDG6DOqGmSfbDCg6lWlv3Fom3I05pIDpF37Gq+A+5CBgLLDhI4o43U7wde4pUvG4QzDDAKBxQ4kDxD===; ssxmod_itna2=eu0QD5BIfDkD7DgDl4iu7t86kjrtDmoEokY4AKG9Wk4rwfDBdQP7pwh3MYmhv5hm=0KrWnjPRFxmevrnAj4P6=TETOM0tPL9fRirpER5syazFBRQNk9K8EXVt11FgQakM7/n9Dn+bun0sr=As7p0s3=ItPareopiPNm0DRCYhd1orchoGsgEb=jOIqYWO7zer7b4b7tuWX8HfR7B+RDgvuD7x3x7eH1Dp4ZoC79oO8FQAoums2KYEKvlrs/EuCf5ERzQALbe9Ozef7gorrYqg3MdFfuef3=/sToVcENVHLbVissirF8Ae=qV1AEZG0CGx1DWQGCltfQfXgAOP61ljXeIdt3q6qxEAX02mQLRx6eg+ijdkE=V72k2bgQ3LP=fZDHo3mD59Eo1tINtfFfod4tEexYawmCGq0GMcE7=WcrQ1UdEzof86Ro21p6E4uM2fKA4DQ9Nixe8G4mbOG0tBi+YLOrkxYR86rkcuxD08Dij5YD=',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.0.0 Safari/537.36',
'Host': 'search.51job.com',
'Referer': 'https://search.51job.com/list/020000,000000,0000,00,9,99,Python,2,1.html?lang=c&stype=&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&providesalary=99&lonlat=0%2C0&radius=-1&ord_field=0&confirmdate=9&fromType=&dibiaoid=0&address=&line=&specialarea=00&from=&welfare=',
'sec-ch-ua': '"Chromium";v="104", " Not A;Brand";v="99", "Google Chrome";v="104"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'Sec-Fetch-Dest': 'document',
'Sec-Fetch-Mode': 'navigate',
'Sec-Fetch-Site': 'same-origin',
'Sec-Fetch-User': '?1',
'Upgrade-Insecure-Requests': '1',
}
# 如果当headers伪装不够的时候,可能会被服务器识别出来,是爬虫程序,从而不给你相应的数据内容
url = 'https://search.51job.com/list/020000,000000,0000,00,9,99,Python,2,1.html?lang=c&postchannel=0000&workyear=99&cotype=99°reefrom=99&jobterm=99&companysize=99&ord_field=0&dibiaoid=0&line=&welfare='
response = requests.get(url=url,headers=headers)
# print(response) #<Response [200]> 响应对象
# 2. 获取数据 得到数据,如果不是你想要的数据内容,你可能是被反爬了,要求加加一些伪装
# print(response.text) #字符串数据类型
# 3、 解析数据,提取想要的数据
# [0] 表示提取列表里面第一个元素 --->list index out of range 所以你的列表是空列表
# 用正则表达式/css/xpath提取数据返回是空列表 ---> 1、语法写错 2.response.text 没有想要数据
html_data = re.findall('window.__SEARCH_RESULT__ = (.*?)</script>',response.text)[0]
# print(html_data)
json_data = json.loads(html_data)
# pprint.pprint(json_data)
# 通过字典取值方法 把职位信息列表提取出来,通过for循环遍历一个一个提取职位信息
for index in json_data['engine_jds']:
# 根据冒号左边的内容,提取冒号右边的内容
# pprint.pprint(index)
dit = {
'职位': index['job_title'],
'城市': index['attribute_text'][0],
'经验': index['attribute_text'][1],
'学历': index['attribute_text'][2],
'薪资': index['providesalary_text'],
'公司': index['company_name'],
'福利待遇': index['jobwelf'],
'公司领域': index['companyind_text'],
'公司规模': index['companysize_text'],
'公司类型': index['companytype_text'],
'发布日期': index['issuedate'],
'职位详情页': index['job_href'],
'公司详情页': index['company_href'],
}
csv_writer.writerow(dit)
print(dit)
最后
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