By Adithya Prahasith

AI Assistant for Data Analysis

Analytics Meets AI

What’s this project about?

The main purpose of this project is to leverage GPT-4o model to analyze any dataset of user’s choice without the need of SQL, generates insights from the data, helps in generating codes for plotting data and visualizations.

Problem Statement: The Management team at [a company] wants to analyze the customer purchase behavior (specifically, purchase amount) against the customer’s gender and the various other factors to help the business make better decisions. They want to understand if the spending habits differ between male and female customers: Do women spend more on Black Friday than men?

About Dataset:

The dataset used in this project is obtained from the Stratascratch website , it has 550,069 instances and 10 features of customer’s black friday purchases.

Features:

• User_ID
• Product_ID
• Gender
• Age - age in bins
• Occupation (masked)
• City_Category - category of the city [A, B, C]
• Stay_In_Current_City_Years: number of years a customer stays in their current city
• Marital_Status