Join me in this video as I explore the power of ChatGPT in analyzing survey data. I'll demonstrate how AI can significantly enhance the process of interpreting responses and extracting valuable insights. This video is perfect for anyone curious about the practical applications of AI in data analysis. Discover how ChatGPT simplifies the complex task of survey analysis, making it both accessible and insightful.
Here are the prompts I've used in this video:
Main Prompt:
Here's the employee survey data. Please analyze it for me and share insights that are relevant for the HR team so that they can make changes to the current infrastructure.
Prompt for:
1. Sentiment Analysis: Could you conduct a sentiment analysis on these responses? Please categorize them into positive, negative, and neutral sentiments, and identify key phrases that contribute to each sentiment.
2. Trend Tracking: Can you analyze the data to identify any trends or patterns in employee responses over the years? Look for shifts in employee satisfaction, recurring concerns, or emerging themes that have changed over time.
3. Creation of 'What-If' Scenarios: Can you generate some 'what-if' scenarios? For example, what if we implemented flexible working hours or introduced new team-building initiatives? Predict how such changes might influence future employee responses or overall satisfaction levels.
00:00 Introduction and Overview
00:29 Fun Survey Setup and Purpose
01:14 Data Analysis Demonstration with ChatGPT
02:03 Insights from ChatGPT Analysis
02:42 Advanced Data Analysis Techniques
03:47 Conclusion and Key Takeaways
