开发者报告 2017 完整版 | Stack Overflow 官方出品 简评:程序员指南,通过大量数据,完整呈现 2017 年程序员的状态,其中包括程序员属性、工作、编程语言等几大块,多样化,系统化讲明过去的现状以及未来的趋势。 从2011 年开始,stackoverflow 每年都会出一份官方的开发者报告,而今年,有超过 64000 名开发者参与了此次调...
StackOverflow published the results of their2017 Developer Survey. They been conducting this survey for some time now, and they obviously have access to a lot of data and developer demographics. 64,000 people took the survey, which makes it pretty accurate, statistically speaking. Here are a fe...
一、参加在线课程 根据StackOverFlow 2017开发者调查显示,有64.5%的人通过在线课程学习新技术。本人其实也参与过一些在线课程,免费的付费的都有,效果还可以。国内也有类似的在线课程的网站,为了避免广告嫌疑,我就不在这里列举了。 既然这一项在所有开发者投票中排名***,你不妨试一试,万一适合你呢。在线课程***的好处...
具体代码可以移步我的kaggle主页: EDA of Stack Overflow Developer Surveywww.kaggle.com/ronlee12355/eda-of-stack-overflow-developer-survey/code
首先，我拿到了2017年Stack Overflow的调查数据（https://insights.stackoverflow.com/survey/2017），对其进行清洗，然后插入了一些以前研究中认为能够影响最终薪酬的变量。数据分析中最棘手的问题之一是明白哪些变量需要测试，而哪些变量不测试，哪些是控制变量。例如，我可以测试“在工作中使用PHP”是否会增加薪水，但...
UPDATE:Thetop databases for 2018were declared by StackOverflow's 2018 survey. The survey results from StackOverflow's developers survey are already here, and we can now declare the most popular databases for 2017. Without further ado, let's look into the results: ...
尽管这并不是非常准确。因为PostgreSQL对程序员要更友好一些,下图是来自StackOverflow 2017年的一些统计,参考Developer Survey Results 2017: 最想要的数据库 最爱的数据库 如果只是说关系型数据库,那么“StackOverflow年度统计中开发者最爱和最想要的关系型数据库”这个结论不难得出。
Informal discussions on social platforms (e.g., Stack Overflow) accumulates a large body of programming knowl- edge in natural language text. Natural language process (NLP) techniques can be exploited to harvest this knowledge base for software engineering tasks. To make an effective use of NLP ...
Stack Overflow的Survey里还是有很多有趣的东西,比如协作三雄的受码农欢迎程度居然不如钉钉。$monday.com(MNDY)$ $Smartsheet(SMAR)$ $Asana(ASAN)$ 还有就是似乎上市了的公司都不讨码农们喜欢,相对来说Jira/ Atlassian 稍微好一些。想了下,可能的解释是,还没上市的创业
It's important to note that in 2017/2018, the survey changed drastically, which is why we see a big change in the numbers. Interpretation #1 It seems reasonable to conclude that the trend for the last decade has been that there is a shrinking percentage of developers who do only fron...