https://github.com/niteshchawla/nc-walmart-casestudy

The Management team at Walmart Inc. 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:.
https://github.com/niteshchawla/nc-walmart-casestudy

central-limit-theorem confidence-intervals matplotlib-pyplot numpy pandas python scipy-stats seaborn stats

Last synced: 4 days ago
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The Management team at Walmart Inc. 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:.

• Host: GitHub
• URL: https://github.com/niteshchawla/nc-walmart-casestudy
• Owner: Niteshchawla
• Created: 2024-06-28T08:56:16.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-06-28T09:03:22.000Z (5 months ago)
• Last Synced: 2024-06-29T10:14:17.816Z (5 months ago)
• Topics: central-limit-theorem, confidence-intervals, matplotlib-pyplot, numpy, pandas, python, scipy-stats, seaborn, stats
• Language: Jupyter Notebook
• Homepage:
• Size: 7.14 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# NC-Walmart-CaseStudy

About Walmart

Walmart is an American multinational retail corporation that operates a chain of supercenters, discount departmental stores, and grocery stores from the United States. Walmart has more than 100 million customers worldwide.

Business Problem

The Management team at Walmart Inc. 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? (Assume 50 million customers are male and 50 million are female).

Dataset

The company collected the transactional data of customers who purchased products from the Walmart Stores during Black Friday. The dataset has the following features:

Dataset link: Walmart_data.csv

User_ID:	User ID

Product_ID:	Product ID

Gender:	Sex of User

Age:	Age in bins

Occupation:	Occupation(Masked)

City_Category:	Category of the City (A,B,C)

StayInCurrentCityYears:	Number of years stay in current city

Marital_Status:	Marital Status

ProductCategory:	Product Category (Masked)

Purchase:	Purchase Amount