I am confused what statistical tools I should use in interpreting the data from this survey. I mean, I haven't started the survey yet. But based on these questions, what should be the recommended statistical tools in interpreting the data? Please.

Our study is a quantitative research study, and we want to see if there is a significant difference between computer science graduates' efficiency and their freelance counterparts in programming.

There are two independent groups which are the computer science graduates composed of 10 respondents and

their counterparts, or those who does programming but never finished a degree, also composed of 10 respondents.

Below is the survey that I made for the said quantitative study. But I don't know what type of statistical tools should I use when interpreting the data? I'm thinking, maybe Mann-Whitney U Test?

Engineering Data Analysis *Required Standing: * Computer Science Graduate Freelancer Learned Programming Languages * 1-2 0 3-4 5 and above Mastery * 4- Strongly 3- Agree 2- Disagree 1- Strongly Agree Disagree I look up on the internet for resources as it helps me be sure of what I'm O O O O doing even if takes some time I only look up on the internet when I'm unsure O O O O of what to do, so not all the time. I trust in my abilities to code, take the advice O O O O of mutual co workers instead . Ways of Coding * 4- Strongly 3- Agree 2- Disagree 1- Strongly Agree Disagree I prefer sticking to one way of O O O coding. I always go for the alternative ways depending O O O O on what works best. Comments * 1- Strongly 3- Agree 2- Disagree 1- Strongly Agree Disagree I use detailed comments in my O O O O program. Comments should be reserved at the end of where I O O O O left off my program. I don't think it's necessary O O O O Variable Names * 4- Strongly 3- Agree 1- Strongly Agree 2- Disagree Disagree I use generic names simply because it is O O O O easier. I use specific names for all my variables despite O O O the length in the code. I use generic names when I have to and O O O O specific names when I should. Submit This content is neither created nor endorsed by Google. Report Abuse - Terms of Service - Privacy Policy. Google Forms