知行编程网知行编程网  2022-07-13 03:00 知行编程网 |  隐藏边栏 |   抢沙发 |  1 
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2021年的高考在昨日拉开帷幕，十年的寒窗苦读，终于到了最后见分晓的时候了。在这么一场关键的考试当中，除了考试前努力奋斗，考场上认真答题，考后的志愿填报也是极其的重要，高考既要考得好，志愿也要填报的好。

今天小编就从一个数据分析师的角度来为大家分析分析，该如何选择合适的学校、填报合适的专业，数据来源于中国教育在线平台以及第三方的研报。

Python数据分析来解析，2021年度最具“钱景”的大学专业
数据可视化与分析
根据全国各省的高校数量数据显示，江苏省的高校数量最多，高达174所，其次是广东省，有着163所高校，而从经济的体量来说，江苏省和广东省都属于国内的经济强省，可见经济实力和教育实力的相互联动作用



Python数据分析来解析，2021年度最具“钱景”的大学专业

当然我们单单只看双一流学校数量的话，其中北京的双一流高校数量是最多的，高达35所，接下去的便是江苏和上海，分别有16所和14所，



Python数据分析来解析，2021年度最具“钱景”的大学专业
而从985或者是211高校的数量上来看的话，也是北京与上海这两座城市的数量排在前两位，北京有27所985或者是211高校，而上海则有8所，接下去便是南京、成都、西安和武汉，分别都有7所985或者是211高校，



Python数据分析来解析，2021年度最具“钱景”的大学专业
所以对于高三的考生来讲，报考大学最好是首选北京与上海这两座城市，毕竟大城市有更多的资源和就业机会、岗位，初次之外选南京、成都等新一线城市也是潜力巨大的。下面我们自己拿北京和上海这两座城市的高校来做个对比
在北京的总共的102所高校当中，理工类的高校占比最高，其次便是财经类的高校，因此喜欢理工科类的学生或许能够在北京找到自己喜欢的学校与专业，



Python数据分析来解析，2021年度最具“钱景”的大学专业
从浏览的热度来看，北大和清华毋庸置疑当然是热度最高的两所学校，除此之外，北京邮电大学和中国人民大学很明显也深受学生和家长的喜欢，



Python数据分析来解析，2021年度最具“钱景”的大学专业
而我们看到上海，上海的高校其实还算均衡，综合类的高校、财经类的高校以及理工类的高校都是15所，



Python数据分析来解析，2021年度最具“钱景”的大学专业
而从各个学校的热度来看的话，似乎上海交通大学、同济大学以及复旦大学被关注的比较多，而除此之外上海大学和上海财经大学也是热度相当高的两所学校，



Python数据分析来解析，2021年度最具“钱景”的大学专业
下面我们来说说专业，大学读的是什么专业大概率的决定了我们以后从事什么样的工作，而在选择专业的时候，大多数人都会考虑到以后的薪酬回报，而根据去年麦克思研究院出炉的《2020年中国大学生就业报告》中显示，在毕业半年之后，信息安全、软件和信息技术服务业相关专业的毕业生起薪较高。



Python数据分析来解析，2021年度最具“钱景”的大学专业
其中，“信息安全”和“软件工程”专业的毕业生工作半年后的薪酬最高，月收入超过7000元人民币，远高于全国本科生月平均工资的5440元。当然这些工种其实都属于理科专业，文科生无法填报。
当然，形成明显对比的是，毕业半年后收入最低的前十名专业中有八个是文科专业，其中“学前教育”和“小学教育”这两个专业的毕业生半年后的平均月收入甚至比全国平均毕业生的工资还要低1000余元。



Python数据分析来解析，2021年度最具“钱景”的大学专业
而从未来的薪资发展来看，软件工程、网络工程、计算机科学与技术相关的岗位的薪资仍然保持领先，其中“软件工程师”的平均每月收入能有11596元人民币，而后面这几个岗位的平均每月收入也都超过了1万元。
而反之我们来看一下文科专业的就业前景，在毕业半年的薪酬前十榜单中并没有文科专业，而在毕业三年之后薪酬榜单中也只有“金融学”这个专业文科生是可以报考就读的。而无论是毕业半年还是毕业三年之后的毕业工资最低的专业几乎都是文科专业

当然，专业的钱景好并不意味着工作的幸福感、体验感就强，程序猿们可能每个月的工资高，但是也要忍受着996、高强度的工作量的折磨，根据相关机构对于毕业后大学生的就业跟踪调查显示，信息安全、小学教育、医学影像、播音与主持艺术、舞蹈学等专业的就业满意度是最高的，而金属材料工程、环境科学、材料成型及控制工程等专业的就业满意程度最低




Python数据分析来解析，2021年度最具“钱景”的大学专业

而随着时间的推移，三年之后，我们会发现“教育类”、“中国语言文学类”、“音乐与舞蹈学类”等文科的专业的就业满意度是最高的，而“材料学”、“化工与制药学”等学科的就业满意度排在末尾

那么谈到教育学类，相信有不少文科生之所以选择报考文科是想着以后可以去做老师，那么我们来一下“师范类”学校的情况



Python数据分析来解析，2021年度最具“钱景”的大学专业
从整体“师范类”学校的热度来看，“北京师范大学”、“华东师范大学”和“华中师范大学”的热度是最高的，分别位于北京、上海和湖北的武汉，三所皆为“双一流”学校。去当老师也有老师的好，福利待遇这几年也在不断的提高，并且还有寒暑假等很多假期。
但是并不是每个人的付出都会得到正面积极的回报，有些考生在经过努力之后却发现最后名落孙山，可能最后或许只能去报考专科，在纠结到底是再去复读一年呢还是去报考专科，小编倒是建议先来看看这些专科学校的情况



Python数据分析来解析，2021年度最具“钱景”的大学专业
其中热度最高的前几所是“青岛港湾职业技术学院”、“日照职业技术学院”、“开封大学”以及“重庆交通职业技术学院”，
而从专业浏览的热度来看，临床医学的访问总量可谓是独占鳌头，而近期热门专业第一的计算机类的计算机应用技术，虽然总访问量很低，但是周访问量已经超过了最热门的临床医学类。
Python数据分析来解析，2021年度最具“钱景”的大学专业
写在最后

根据最新的消息统计，2021年我国有1078万人报名考试，创下历史新高，相比较于外界总是强调“高考是一次改变自己命运的机会”，小编倒是觉得高考给了我们很多一次为了自己的梦想去全力以赴、竭尽全力拼搏的机会，回过头来看，我们人生当中又有几次类似的机会呢，那种全世界都在为你的前途让路，交警不顾一切的帮助你当你遗落证件或者是遇到困难。


最后祝所有的考生都能够金榜题名、考上心目中理想的学校。

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color: rgb(62, 62, 62); widows: 1; word-spacing: 2px;" style="max-width: 100%;letter-spacing: 0.544px;box-sizing: border-box !important;overflow-wrap: break-word !important;"><pre style="max-width: 100%;letter-spacing: 0.544px;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><h1 style="max-width: 100%;white-space: pre-wrap;letter-spacing: 0.544px;font-family: 微软雅黑;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section mpa-from-tpl="t" style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><pre style="max-width: 100%;letter-spacing: 0.544px;line-height: inherit;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-mpa-template="t" mpa-from-tpl="t" style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-id="94086" data-color="#276ca3" data-tools="135编辑器" mpa-from-tpl="t" style="max-width: 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36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" style="max-width: 100%;letter-spacing: 0.544px;border-width: 0px;border-style: none;border-color: initial;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" 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230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" style="max-width: 100%;display: inline-block;clear: both;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-style="padding: 18px 15px 20px 10px; color: rgb(86, 146, 214); text-align: center; letter-spacing: 1.5px; background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/07/wxsync-2022-07-a2a8a5e1e58f30392066a170034ee027.png'); background-size: 100% 100%; background-repeat: no-repeat; overflow-wrap: break-word !important;" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" 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data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="padding: 18px 15px 20px 10px;max-width: 100%;background-size: 100% 100%;background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/07/wxsync-2022-07-a2a8a5e1e58f30392066a170034ee027.png');color: rgb(86, 146, 214);letter-spacing: 1.5px;background-repeat: no-repeat;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;display: flex;justify-content: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="margin-left: 2px;max-width: 100%;width: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;"></section><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;white-space: pre-wrap;font-size: 12px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点阅读原文,领廖雪峰视频资料！</span></section></section></section></section></section></section></section>

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