Brief ChatGPT Tutorial for Creating Mock Quantitative (Survey) & Qualitative (Interview) Datasets

Are you a researcher, manager, or someone who analyzes data and is looking for a powerful tool to generate mock data for your projects? Look no further than ChatGPT, a state-of-the-art language model that can generate quantitative and qualitative mock data.

In this quick tutorial, I'll show you how to use ChatGPT to create a mock survey dataset and generate mock interview transcripts, while sharing some best practices for compiling your data to use and test for your own needs.

Here's what you'll learn in this video:

(1) How to use ChatGPT to generate mock survey data: I'll show you how to input your questions and variables into ChatGPT and generate realistic survey responses that you can use for testing and analysis. I'll also show you how to incorporate different groups into the dataset. In my example, I use an intervention group and control group with overall different depression levels based on mock self-report responses from the PHQ-9.

(2) How to generate mock interview transcripts with ChatGPT: I'll demonstrate how to use ChatGPT to generate realistic interview transcripts for your research or evaluation projects, and share tips for customizing the output to match your needs.

(3) Best practices for generating mock data in your research: I'll discuss how to bypass ChatGPT's text output limitations and show you how to get your full dataset, even if ChatGPT cuts off in the the middle of a response. I'll also demonstrate how I add the quantitative dataset into Microsoft Excel and the interview transcript into Microsoft Word.

The possibilities are endless! You can also try to generate focus group transcripts or even something different like visitor tracking and actions on a website.

If you have the right data and the right prompts, perhaps ChatGPT can even generate these things for you with real data. Give it a try!

VIDEO SUMMARY:

0:00: Intro
0:06: Overview/Brief Demo
0:35: Example 1: Generating a quantitative survey dataset
1:37: Example 1: Dealing with ChatGPT cutting off in the middle of generating the table
2:50: Example 2: Generating a qualitative interview transcript
3:30: Example 2: Dealing with ChatGPT cutting off in the middle of generating the interview transcript
4:36: Outro