Data exploration of the Amazon review dataset using ChatGPT-4o

ChatGPT’s premium version has a code interpreter, which is accessible using both ChatGPT-4o and ChatGPT 4. For this section, we will use GPT-4o, and this time, we will get the code in a single step.

ChatGPT has access to several models, at present, you can use GPT-3.5, GPT-4, and GPT-4o.

Let’s craft our prompt.

[Prompt]

I want to explore the Amazon product review dataset thoroughly using various statistical and visualization techniques (TAG 1.1) for the attached dataset (PIC 2.3). It should consist of the following steps (TAG 1.2):

1. Data Loading: Load the dataset into a pandas DataFrame.
2. Data Inspection: Check for missing data, understand data types, and inspect the first few entries.
3. Statistical Summaries: Calculate the summary statistics for numerical data.
4. Categorical Analysis: Analyze categorical variables using counts and visualizations.
5. Rating Distribution...