In this analysis and modeling, it predict the number of sales of Paragon's warehouse stock using the sample_dataset_timeseries_noarea.csv dataset
. This prediction will use Regression Model with Time Series and Forecasting Analysis.
Based on the description above, the purpose of this analysis and modeling are:
- Find out the prediction of stock sales in the warehouse for the next 13 weeks.
- Find out whether the prediction of warehouse stock sales is good or not.
- Get the best model using the Regression Model to predict sales of warehouse stock.
Based on the objectives above, the problem statement from analysis and modeling on this data is:
- What is the prediction of stock sales in the warehouse for the next 13 weeks?
- Does the prediction of stock sales in the warehouse experience an increase or decrease?
- How to determine the best model in regression to predict warehouse stock sales?