Help
cancel
Showing results for 
Search instead for 
Did you mean: 
Highlighted
Copilot Lvl 3
Message 1 of 5

Best model for descriptive research design using python programming language

The questionnaire for the survey carried out was fashioned along a five-point scale numbered 1, 2, 3, 4, and 5. The rating system adopted followed the subsequence of: 1=Strongly Disagree (SD), 2=Disagree (D), 3=Neutral (N), 4=Agree (A), and 5=Strongly Agree (SA).

 

I need to perform a descriptive statistical analysis using python programming language to include descriptive statistical analysis(mean, standard deviation & percentages), t-test for testing the hypotheses and one-way variance analysis to determine if differences exist in the respondents' opinion on the variables...

 

Please, can someone show me the simple python codes to execute this with good visual outcomes? 

 

Thanks in anticipation for your quick unalloyed response.

4 Replies
Commander Lvl 2
Message 2 of 5

Re: Best model for descriptive research design using python programming language

What does the input data look like?

 

Please follow-up to let us know how you made out. For good karma, mark a reply as the answer if it helped!

Highlighted
Copilot Lvl 3
Message 3 of 5

Re: Best model for descriptive research design using python programming language

The input data is a (csv file) saved on my system...the csv file contains the respondents' feedback from the survey as explained before using Google form...

The post will be closed in like 2 hours time from now as the information might not be needed afterward.

 

Thanks so much.

Highlighted
Commander Lvl 2
Message 4 of 5

Re: Best model for descriptive research design using python programming language

Then you'll need to start with parsing the csv files: https://realpython.com/python-csv/ 

 

Functions like mean / median / etc are built-in. https://www.geeksforgeeks.org/python-statistics-mean-function/ 

 

Here are some resources for more complex statistical analysis:

https://www.geeksforgeeks.org/python-statistics-variance/ 

https://pythonfordatascience.org/independent-t-test-python/ 

https://scipy-lectures.org/packages/statistics/index.html 

Please follow-up to let us know how you made out. For good karma, mark a reply as the answer if it helped!

Highlighted
Copilot Lvl 3
Message 5 of 5

Re: Best model for descriptive research design using python programming language

Thanks so much for the information...God bless!