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input data - what we need

A LIMITED SCOPE: 50 distinct products.

At least 2 years of historic if weekly, 5 years if monthly.

For the DATA we need two things:

  1. Wich granularity is needed for the forecast (weekly, monthly?)
  1. Data in a csv file with the following columns:

product_site_id: item id or name (unique for each product) - reference

main_category: principal category (OPTIONAL)

sub_category: sub category (OPTIONAL)

date: date of the event

demand: value of demand

examples of csv file

product_site_idmain_categorysub_categorydatedemand
object_0meublescouch01/01/202110
object_0meublescouch02/01/202150
object_0meublescouch03/01/202115
object_1electronictv01/01/2021100
object_1electronictv05/01/2021200
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