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forecasting

Time Series Forecasting Best Practices & Examples

Forecasting examples

This folder contains Python and R examples for building forecasting solutions presented in Python Jupyter notebooks and R Markdown files, respectively. The examples are organized according to forecasting scenarios in different use cases with each subdirectory under examples/ named after the specific use case.

At the moment, the repository contains a single retail sales forecasting scenario utilizing Dominick’s OrangeJuice dataset. The name of the directory is grocery_sales.

Summary

The following table summarizes each forecasting scenario contained in the repository, and links available content within that scenario.

Directory Content Description
grocery_sales python/
R/
Python and R examples for forecasting sales of orange juice in Dominick’s dataset.