我是靠谱客的博主 狂野芹菜,最近开发中收集的这篇文章主要介绍招聘数据爬取招聘数据前言二、获取数据三、解析数据四、保存数据总结,觉得挺不错的,现在分享给大家,希望可以做个参考。

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&degreefrom=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&degreefrom=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>
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                                                    <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>
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                        <em class="e_icon"></em><a href="http://app.51job.com/index.html">APP下载</a>                    </li>
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                        <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">&nbsp;</span>
                <a href="//wenku.51job.com" target="_blank">职场文库</a>
                <span class="lb">&nbsp;</span>
                <a href="https://jobs.51job.com" target="_blank">招聘信息</a>                <span class="lb">&nbsp;</span>
                <a href="https://ehire.51job.com" target="_blank">企业服务</a>                <span class="lb">&nbsp;</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>
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Process finished with exit code 0

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 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爬虫,开发工程师u001a开发工程师"}]},"search_condition":{"lang":"c","keywordtype":"2","ord_field":"0","jobarea":"020000","curr_page":"1","workarea":"000000","district":"000000","dibiaoid":"0","postchannel":"0000","reservechannel":"00000000","issuedate":"9","providesalary":"99","degreefrom":"99","companysize":"99","cotype":"99","workyear":"99","industrytype":"00","funtype":"0000","jobterm":"99","keyword":"Python","welfare":"","address":"","line":"","confirmdate":"9","radius":"-1","lonlat":"0,0","exparea":"000000","groupid":"0","coid":"0"},"searched_condition":"Python(全文)+上海","curr_page":"1","total_page":"178","keyword_ads":[],"job_search_assistance":"","seo_title":"【上海,Python招聘,求职】-前程无忧","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"}

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',
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                 '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',
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                                  '交通补贴',
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                 'jt': '0_0',
                 'providesalary_text': '120元/天',
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                 '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',
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                 'isIntern': '1',
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                 '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'],
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                 'providesalary_text': '4-6千',
                 'tags': ['intern'],
                 'type': 'engine_jds',
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                 'workarea': '020300',
                 'workarea_text': '上海-徐汇区',
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                {'ad_track': '',
                 'adid': '',
                 'attribute_text': ['上海-松江区', '在校生/应届生', '本科'],
                 'coid': '2364034',
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                 '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)',
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                 'jobwelf_list': [''],
                 'jt': '0_0',
                 'providesalary_text': '4.5-6千',
                 'tags': ['intern'],
                 'type': 'engine_jds',
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                 'workarea': '021500',
                 'workarea_text': '上海-松江区',
                 'workyear': '1'},
                {'ad_track': '',
                 'adid': '',
                 'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
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                 'company_name': '埃瑞泰克斯(上海)机械制造有限公司',
                 'companyind_text': '机械/设备/重工',
                 'companysize_text': '50-150人',
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                 'effect': '1',
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                 'issuedate': '2022-10-10 13:08:11',
                 'job_href': 'https://jobs.51job.com/shanghai-pdxq/137463537.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '软件二次开发(或者宏)实习生',
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                 'jobid': '137463537',
                 'jobwelf': '午餐供应 出差补贴 意外保险',
                 'jobwelf_list': ['午餐供应', '出差补贴', '意外保险'],
                 'jt': '0_0',
                 'providesalary_text': '200元/天',
                 'tags': [],
                 'type': 'engine_jds',
                 'updatedate': '10-10',
                 'workarea': '021000',
                 'workarea_text': '上海-浦东新区',
                 'workyear': '1'},
                {'ad_track': '',
                 'adid': '',
                 'attribute_text': ['上海-闵行区', '在校生/应届生', '本科'],
                 'coid': '4250336',
                 'company_href': 'https://jobs.51job.com/all/co4250336.html',
                 'company_name': '上海琻瑢信息科技有限公司',
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                 'companytype_text': '民营公司',
                 'degreefrom': '6',
                 'effect': '1',
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                 'is_special_job': '',
                 'iscommunicate': '',
                 'isdiffcity': '',
                 'issuedate': '2022-10-10 10:09:44',
                 'job_href': 'https://jobs.51job.com/shanghai-mhq/132335970.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '爬虫实习生',
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                 'jobwelf_list': ['五险一金',
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                                  '定期体检',
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                                  '绩效奖金',
                                  '年终奖金'],
                 'jt': '0_0',
                 'providesalary_text': '100元/天',
                 'tags': [],
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                 'adid': '',
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                 'job_href': 'https://jobs.51job.com/shanghai-jaq/142685104.html?s=sou_sou_soulb&t=0_0',
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                 'job_title': '软件工程师(实习生)',
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                 'jobwelf_list': ['年终奖金', '绩效奖金'],
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                 'tags': [],
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                 'adid': '',
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                 'company_name': '上海计算机软件技术开发中心',
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                 'effect': '1',
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                 'isIntern': '',
                 'is_special_job': '',
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                 'job_href': 'https://jobs.51job.com/shanghai-jaq/138114923.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '软件开发工程师(Java)(实习生)',
                 'job_title': '软件开发工程师(Java)(实习生)',
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                 'jobwelf_list': [''],
                 'jt': '0_0',
                 'providesalary_text': '140元/天',
                 'tags': [],
                 'type': 'engine_jds',
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                 'adid': '',
                 'attribute_text': ['上海-静安区', '在校生/应届生', '本科'],
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                 'company_name': '米思米(中国)精密机械贸易有限公司',
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                 'companytype_text': '外资(非欧美)',
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                 'effect': '1',
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                 'issuedate': '2022-10-10 09:03:49',
                 'job_href': 'https://jobs.51job.com/shanghai-jaq/141959836.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '算法实习生(2023届)',
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                 'jt': '0_0',
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                 'adid': '',
                 'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
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                 'company_name': '上海聪链信息科技有限公司',
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                 'job_href': 'https://jobs.51job.com/shanghai-pdxq/136428303.html?s=sou_sou_soulb&t=0_0',
                 'job_name': 'web后端实习生',
                 'job_title': 'web后端实习生',
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                 'workarea_text': '上海-浦东新区',
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                 'adid': '',
                 'attribute_text': ['上海-浦东新区', '在校生/应届生', '本科'],
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                 'issuedate': '2022-09-30 08:27:39',
                 'job_href': 'https://jobs.51job.com/shanghai-pdxq/140797405.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '实习生',
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                 'attribute_text': ['上海-徐汇区', '在校生/应届生', '本科'],
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                 'company_name': '美光半导体(上海)有限责任公司',
                 'companyind_text': '电子技术/半导体/集成电路',
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                 'degreefrom': '6',
                 'effect': '1',
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                 'issuedate': '2022-09-29 08:49:33',
                 'job_href': 'https://jobs.51job.com/shanghai-xhq/140144341.html?s=sou_sou_soulb&t=0_0',
                 'job_name': 'mNAND固件工程师-实习',
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                 'jobwelf': '餐饮补贴 通讯补贴 外企实习 半导体巨头',
                 'jobwelf_list': ['餐饮补贴', '通讯补贴', '外企实习', '半导体巨头'],
                 'jt': '0_0',
                 'providesalary_text': '300元/天',
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                 'attribute_text': ['上海-静安区', '在校生/应届生', '本科'],
                 'coid': '146803',
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                 'company_name': '魏德米勒电联接(上海)有限公司',
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                 'companysize_text': '500-1000人',
                 'companytype_text': '外资(欧美)',
                 'degreefrom': '6',
                 'effect': '1',
                 'isFromXyz': '',
                 'isIntern': '',
                 'is_special_job': '',
                 'iscommunicate': '',
                 'isdiffcity': '',
                 'issuedate': '2022-09-26 15:00:01',
                 'job_href': 'https://jobs.51job.com/shanghai-jaq/142394817.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',
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                 'jobwelf': '',
                 'jobwelf_list': [''],
                 'jt': '0_0',
                 'providesalary_text': '140元/天',
                 'tags': [],
                 'type': 'engine_jds',
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                 'attribute_text': ['上海-闵行区', '在校生/应届生', '本科'],
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                 'isdiffcity': '',
                 'issuedate': '2022-09-26 11:30:19',
                 'job_href': 'https://jobs.51job.com/shanghai-mhq/141666720.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '系统软件实习生',
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                                  '年终奖金',
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                 'jt': '0_0',
                 'providesalary_text': '150元/天',
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                {'ad_track': '',
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                 'attribute_text': ['上海', '在校生/应届生', '本科'],
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                 'issuedate': '2022-09-06 10:10:02',
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                 'job_name': '运营中心-证券部-RPA研发实习生G00794',
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                 'company_name': '天翼云科技有限公司',
                 'companyind_text': '通信/电信/网络设备',
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                 'companytype_text': '国企',
                 'degreefrom': '7',
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                 'isIntern': '1',
                 'is_special_job': '',
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                 'issuedate': '2022-09-02 04:00:02',
                 'job_href': 'https://jobs.51job.com/shanghai/138606666.html?s=sou_sou_soulb&t=0_0',
                 'job_name': '后端研发实习生(上海)-暑期',
                 'job_title': '后端研发实习生(上海)-暑期',
                 'jobid': '138606666',
                 'jobwelf': '',
                 'jobwelf_list': [''],
                 'jt': '0_0',
                 'providesalary_text': '3-4.5千',
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                 'type': 'engine_jds',
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                 'workarea': '020000',
                 'workarea_text': '上海',
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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 11:13https://jobs.51job.com/shanghai-pdxq/135751418.html?s=sou_sou_soulb&t=0_0https://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 14:00https://jobs.51job.com/shanghai/141777709.html?s=sou_sou_soulb&t=0_0https://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 4:37https://jobs.51job.com/shanghai/134853375.html?s=sou_sou_soulb&t=0_0https://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 4:07https://jobs.51job.com/shanghai/142728785.html?s=sou_sou_soulb&t=0_0https://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 4:00https://jobs.51job.com/shanghai/141588580.html?s=sou_sou_soulb&t=0_0https://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 17:03https://jobs.51job.com/shanghai-pdxq/140156636.html?s=sou_sou_soulb&t=0_0https://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 7:01http://continental.51job.com/cv_easy/cv_log.html?jobid=140871898http://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 17:18https://jobs.51job.com/shanghai-sjq/140083885.html?s=sou_sou_soulb&t=0_0https://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 17:04https://jobs.51job.com/shanghai-xhq/125912937.html?s=sou_sou_soulb&t=0_0https://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 15:00https://jobs.51job.com/shanghai-jaq/142685104.html?s=sou_sou_soulb&t=0_0https://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 15:00https://jobs.51job.com/shanghai-jaq/142394817.html?s=sou_sou_soulb&t=0_0https://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 15:00https://jobs.51job.com/shanghai-pdxq/129814425.html?s=sou_sou_soulb&t=0_0https://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 13:42https://jobs.51job.com/shanghai-mhq/132335970.html?s=sou_sou_soulb&t=0_0https://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 11:30https://jobs.51job.com/shanghai-mhq/141666720.html?s=sou_sou_soulb&t=0_0https://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 9:52https://jobs.51job.com/shanghai-pdxq/137463537.html?s=sou_sou_soulb&t=0_0https://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 9:10https://jobs.51job.com/shanghai-pdxq/136428303.html?s=sou_sou_soulb&t=0_0https://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 8:50https://jobs.51job.com/shanghai-pdxq/140797405.html?s=sou_sou_soulb&t=0_0https://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 16:30https://jobs.51job.com/shanghai-pdxq/128945569.html?s=sou_sou_soulb&t=0_0https://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 15:49https://jobs.51job.com/shanghai-xhq/140144341.html?s=sou_sou_soulb&t=0_0https://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 10:24https://jobs.51job.com/shanghai-jaq/138114923.html?s=sou_sou_soulb&t=0_0https://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 16:13https://jobs.51job.com/shanghai/140620659.html?s=sou_sou_soulb&t=0_0https://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 9:21https://jobs.51job.com/shanghai-jaq/141959836.html?s=sou_sou_soulb&t=0_0https://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 9:02https://jobs.51job.com/shanghai-pdxq/141535876.html?s=sou_sou_soulb&t=0_0https://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 10:10https://jobs.51job.com/shanghai/137869831.html?s=sou_sou_soulb&t=0_0https://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 4:00https://jobs.51job.com/shanghai/138606666.html?s=sou_sou_soulb&t=0_0https://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 11:16https://jobs.51job.com/shanghai-pdxq/137113025.html?s=sou_sou_soulb&t=0_0https://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 4:00https://jobs.51job.com/shanghai/138703479.html?s=sou_sou_soulb&t=0_0https://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 8:58https://jobs.51job.com/shanghai-hkq/141838784.html?s=sou_sou_soulb&t=0_0https://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 4:00https://jobs.51job.com/shanghai-ptq/138378457.html?s=sou_sou_soulb&t=0_0https://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 14:00https://jobs.51job.com/shanghai/141746639.html?s=sou_sou_soulb&t=0_0https://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 9:53https://jobs.51job.com/shanghai-pdxq/114258683.html?s=sou_sou_soulb&t=0_0https://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 14:47https://jobs.51job.com/shanghai-jaq/141635757.html?s=sou_sou_soulb&t=0_0https://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 8:58https://jobs.51job.com/shanghai-pdxq/135891451.html?s=sou_sou_soulb&t=0_0https://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 18:10https://jobs.51job.com/shanghai/138629307.html?s=sou_sou_soulb&t=0_0https://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 9:50https://jobs.51job.com/shanghai-pdxq/134233668.html?s=sou_sou_soulb&t=0_0https://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 9:33https://jobs.51job.com/shanghai/135924565.html?s=sou_sou_soulb&t=0_0https://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 17:27https://jobs.51job.com/shanghai-pdxq/141162518.html?s=sou_sou_soulb&t=0_0https://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 14:21http://te.51job.com/sc/show_job_detail.html?jobid=142773194http://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 14:57https://jobs.51job.com/shanghai/141586281.html?s=sou_sou_soulb&t=0_0https://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 14:27https://jobs.51job.com/shanghai-pdxq/141389305.html?s=sou_sou_soulb&t=0_0https://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 10:08https://jobs.51job.com/shanghai-cnq/135830187.html?s=sou_sou_soulb&t=0_0https://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 8:26https://jobs.51job.com/shanghai-hkq/138559999.html?s=sou_sou_soulb&t=0_0https://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 4:33https://jobs.51job.com/shanghai/141750712.html?s=sou_sou_soulb&t=0_0https://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 4:31https://jobs.51job.com/shanghai/142440290.html?s=sou_sou_soulb&t=0_0https://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 4:16https://jobs.51job.com/shanghai/142284741.html?s=sou_sou_soulb&t=0_0https://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 4:10https://jobs.51job.com/shanghai/142302473.html?s=sou_sou_soulb&t=0_0https://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 4:10https://jobs.51job.com/shanghai/142302458.html?s=sou_sou_soulb&t=0_0https://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 4:05https://jobs.51job.com/shanghai/142626231.html?s=sou_sou_soulb&t=0_0https://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 4:00https://jobs.51job.com/shanghai/141718427.html?s=sou_sou_soulb&t=0_0https://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&degreefrom=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&degreefrom=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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