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A Complete Exploratory data analysis on Retail sales data.

Dataset:

Features:

Invoice
StockCode
Description
Quantity
InvoiceDate
Price
Customer ID
Country

Perform EDA and Answered the following question about the data.

Can customers be segmented into different categories? If yes then perform analysis on the same and also propose categories. If no, then explain why?

How would you define a loyal customer?

What is the most popular time of year based on this sales data?

Is there any seasonality in data? Explain with supportive evidence.