Since the group is quiet,
If you guys want to give it a shot to answer a case study, you can go ahead and give it a shot.
My company is a retail company, and I only sell my products online.Can you structure your thought process to figure out why my sales have declined in the last few weeks.
Assumption:There has not been any management changes or new competitors in the market.

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There's a concept in time series analysis called Seasonality 📉 I think it is responsible for sales decline.

Consider It is amazon

likesmart

Check for yearly seasonality and trends.

Get granular with the EDA, what group of product is getting the most dip?..etc.

Look out for the promotional events if any.

You'll be able to generate any hypothesis on the basis of EDA only first.

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