3 ChatGPT for data analysis

 

This chapter covers

  • How the Code Interpreter (Advanced Data Analysis) works
  • How to analyze data and perform advanced data manipulation tasks with the Advanced Data Analysis
  • How to use the Advanced Data Analysis to generate charts that describe your dataset in seconds
  • Why ChatGPT is the ideal tool for data analysis

As you saw in the first chapter, ChatGPT’s Code Interpreter, now known as Advanced Data Analysis, can analyze documents you upload to it and generate a response in seconds. OpenAI released this feature on July 6, 2023, and is currently available to all ChatGPT’s users. A few months ago, the plugin was renamed Advanced Data Analysis to better reflect its data analytics capabilities, which are its primary use case. It is now an integral part of ChatGPT, meaning you only need to input the prompt, and it will automatically detect and run the analysis for you. For consistency, we will be referring to this feature as “Advanced Data Analysis” throughout the rest of this book.

3.1 Why Python?

 
 

3.2 Getting started with Advanced Data Analysis

 
 

3.3 Using Advanced Data Analysis to analyze data

 
 
 

3.3.1 Basic data exploration

 
 
 

3.3.2 Data aggregation

 
 
 

3.3.3 Advanced data manipulation

 
 
 
 

3.3.4 Visualizing data with Advanced Data Analysis

 
 

3.4 Why ChatGPT excels at data analysis

 
 
 

3.5 Practice questions

 

3.6 Summary

 
 
 
 
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