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What is the algorithm/logic top e-commerce companies use to show products in "What's new?" and "Bestsellers" sections on the website?

Data Science Asked by Ekagra Singh on September 22, 2020

I am trying to solve this problem for a fashion e-commerce website that sells t-shirts, joggers etc.

Till now I am only able to make some rule based logics only. It looks something like this

  • The product must be launched in last 30 days.
  • The product must have sufficient inventory, so sufficient customers can place order.
  • Finally, sorting them according to average sales of last 7 days from high to low.

Links, references or approach to solve this problem would be very helpful.

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