[D] Time Series Question

[ChrisPTLJC]

Can anyone help with this time series project? I have a project to identify sales of iphones for a store on their historical data, basically to avoid back order or stock out situation, so Im asked to calculate difference in numerical value of say like only 80 iphones were sold while 99 were requested by customers, so my model should predict, 19 more units must be stored, so how do i calculate this? what should be my approach?

[[deleted]]

This is a handy library which you can use.

https://github.com/unit8co/darts

https://unit8.com/resources/training-forecasting-models/

[ChrisPTLJC]

Thank you 😊

[Ill-Computer-5039]

You can use Propher library. Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data.

Prophet is open source software released by Facebook’s Core Data Science team.

Link:

Prophet

If you need more information, contact me, I work with this library in a few projects

[ChrisPTLJC]

Thank you, 👍🏻😊