Question: The table below contains the time series data for sales volume of a retail store. Apply a time series model and forecast the sales for
The table below contains the time series data for sales volume of a retail store. Apply a time series model and forecast the sales for May 2021.
Answer: ______________________
| Month | Sales Volume |
| 2007-01-01 | 589 |
| 2007-02-01 | 561 |
| 2007-03-01 | 640 |
| 2007-04-01 | 656 |
| 2007-05-01 | 727 |
| 2007-06-01 | 697 |
| 2007-07-01 | 640 |
| 2007-08-01 | 599 |
| 2007-09-01 | 568 |
| 2007-10-01 | 577 |
| 2007-11-01 | 553 |
| 2007-12-01 | 582 |
| 2008-01-01 | 600 |
| 2008-02-01 | 566 |
| 2008-03-01 | 653 |
| 2008-04-01 | 673 |
| 2008-05-01 | 742 |
| 2008-06-01 | 716 |
| 2008-07-01 | 660 |
| 2008-08-01 | 617 |
| 2008-09-01 | 583 |
| 2008-10-01 | 587 |
| 2008-11-01 | 565 |
| 2008-12-01 | 598 |
| 2009-01-01 | 628 |
| 2009-02-01 | 618 |
| 2009-03-01 | 688 |
| 2009-04-01 | 705 |
| 2009-05-01 | 770 |
| 2009-06-01 | 736 |
| 2009-07-01 | 678 |
| 2009-08-01 | 639 |
| 2009-09-01 | 604 |
| 2009-10-01 | 611 |
| 2009-11-01 | 594 |
| 2009-12-01 | 634 |
| 2010-01-01 | 658 |
| 2010-02-01 | 622 |
| 2010-03-01 | 709 |
| 2010-04-01 | 722 |
| 2010-05-01 | 782 |
| 2010-06-01 | 756 |
| 2010-07-01 | 702 |
| 2010-08-01 | 653 |
| 2010-09-01 | 615 |
| 2010-10-01 | 621 |
| 2010-11-01 | 602 |
| 2010-12-01 | 635 |
| 2011-01-01 | 677 |
| 2011-02-01 | 635 |
| 2011-03-01 | 736 |
| 2011-04-01 | 755 |
| 2011-05-01 | 811 |
| 2011-06-01 | 798 |
| 2011-07-01 | 735 |
| 2011-08-01 | 697 |
| 2011-09-01 | 661 |
| 2011-10-01 | 667 |
| 2011-11-01 | 645 |
| 2011-12-01 | 688 |
| 2012-01-01 | 713 |
| 2012-02-01 | 667 |
| 2012-03-01 | 762 |
| 2012-04-01 | 784 |
| 2012-05-01 | 837 |
| 2012-06-01 | 817 |
| 2012-07-01 | 767 |
| 2012-08-01 | 722 |
| 2012-09-01 | 681 |
| 2012-10-01 | 687 |
| 2012-11-01 | 660 |
| 2012-12-01 | 698 |
| 2013-01-01 | 717 |
| 2013-02-01 | 696 |
| 2013-03-01 | 775 |
| 2013-04-01 | 796 |
| 2013-05-01 | 858 |
| 2013-06-01 | 826 |
| 2013-07-01 | 783 |
| 2013-08-01 | 740 |
| 2013-09-01 | 701 |
| 2013-10-01 | 706 |
| 2013-11-01 | 677 |
| 2013-12-01 | 711 |
| 2014-01-01 | 734 |
| 2014-02-01 | 690 |
| 2014-03-01 | 785 |
| 2014-04-01 | 805 |
| 2014-05-01 | 871 |
| 2014-06-01 | 845 |
| 2014-07-01 | 801 |
| 2014-08-01 | 764 |
| 2014-09-01 | 725 |
| 2014-10-01 | 723 |
| 2014-11-01 | 690 |
| 2014-12-01 | 734 |
| 2015-01-01 | 750 |
| 2015-02-01 | 707 |
| 2015-03-01 | 807 |
| 2015-04-01 | 824 |
| 2015-05-01 | 886 |
| 2015-06-01 | 859 |
| 2015-07-01 | 819 |
| 2015-08-01 | 783 |
| 2015-09-01 | 740 |
| 2015-10-01 | 747 |
| 2015-11-01 | 711 |
| 2015-12-01 | 751 |
| 2016-01-01 | 804 |
| 2016-02-01 | 756 |
| 2016-03-01 | 860 |
| 2016-04-01 | 878 |
| 2016-05-01 | 942 |
| 2016-06-01 | 913 |
| 2016-07-01 | 869 |
| 2016-08-01 | 834 |
| 2016-09-01 | 790 |
| 2016-10-01 | 800 |
| 2016-11-01 | 763 |
| 2016-12-01 | 800 |
| 2017-01-01 | 826 |
| 2017-02-01 | 799 |
| 2017-03-01 | 890 |
| 2017-04-01 | 900 |
| 2017-05-01 | 961 |
| 2017-06-01 | 935 |
| 2017-07-01 | 894 |
| 2017-08-01 | 855 |
| 2017-09-01 | 809 |
| 2017-10-01 | 810 |
| 2017-11-01 | 766 |
| 2017-12-01 | 805 |
| 2018-01-01 | 821 |
| 2018-02-01 | 773 |
| 2018-03-01 | 883 |
| 2018-04-01 | 898 |
| 2018-05-01 | 957 |
| 2018-06-01 | 924 |
| 2018-07-01 | 881 |
| 2018-08-01 | 837 |
| 2018-09-01 | 784 |
| 2018-10-01 | 791 |
| 2018-11-01 | 760 |
| 2018-12-01 | 802 |
| 2019-01-01 | 828 |
| 2019-02-01 | 778 |
| 2019-03-01 | 889 |
| 2019-04-01 | 902 |
| 2019-05-01 | 969 |
| 2019-06-01 | 947 |
| 2019-07-01 | 908 |
| 2019-08-01 | 867 |
| 2019-09-01 | 815 |
| 2019-10-01 | 812 |
| 2019-11-01 | 773 |
| 2019-12-01 | 813 |
| 2020-01-01 | 834 |
| 2020-02-01 | 782 |
| 2020-03-01 | 892 |
| 2020-04-01 | 903 |
| 2020-05-01 | 966 |
| 2020-06-01 | 937 |
| 2020-07-01 | 896 |
| 2020-08-01 | 858 |
| 2020-09-01 | 817 |
| 2020-10-01 | 827 |
| 2020-11-01 | 797 |
| 2020-12-01 | 843 |
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