Let’s take a look at what might be the most powerful feature in ChatGPT: the code interpreter. To access this feature, you need to have a Plus Account. Once you have the Plus Account, you can hover over GPT4 and choose the code interpreter. This feature is not just about writing code; it can be used for data analysis as well.
Imagine you have a large dataset of 15,000 rows containing the transcripts of all 11th graders. You want to analyze the performance of students in the business pathway compared to those who are not. By uploading the file and asking the right questions, you can easily extract insights.
Before uploading the file, it’s important to anonymize the data to protect privacy. Although ChatGPT quickly forgets the files, it’s still a good practice to anonymize the data beforehand.
Once the file is uploaded, you can start asking questions. For example, you can ask how many students are in the business academy. The code interpreter will process the data and provide you with the answer.
You can also compare the GPA of students in the business pathway to other students. By excluding non-standard grades, you can see that the average GPA of business pathway students is higher.
But it’s important to note that correlation does not imply causation. Further investigation is required to understand the reasons behind the performance difference.
You can also compare the grades of students before and after joining the program. The code interpreter can calculate the improvement and even generate visualizations to help you understand the data better.
Based on data analysis and the resulting visualizations, several conclusions can be drawn. There was a greater improvement in the pathway, which can be seen as a positive sign of its effectiveness. However, it’s important to consider other factors and conduct further investigation.
The code interpreter in ChatGPT has the potential to help us make informed decisions and improve education. It’s a powerful tool that allows us to analyze data and draw meaningful insights.
