I am trying to estimate time series models for 13 different brand's on their sales and promotion variables. My promotion table is in short format. I shared an example from my data below.
| Promotion_ID | StartDate | EndDate | Brand | |
| 7992 | 8.01.2015 | 21.01.2015 | A | |
| 8298 | 1.01.2015 | 7.01.2015 | D | |
| 8299 | 1.01.2015 | 7.01.2015 | B | |
| 8335 | 5.01.2015 | 9.01.2015 | C |
Thank You Very Much
| Date | D_Pro | D_Pro_Start | D_Pro_End |
| 1.01.2015 | 1 | 1 | 0 |
| 2.01.2015 | 1 | 0 | 0 |
| 3.01.2015 | 1 | 0 | 0 |
| 4.01.2015 | 1 | 0 | 0 |
| 5.01.2015 | 1 | 0 | 0 |
| 6.01.2015 | 1 | 0 | 0 |
| 7.01.2015 | 1 | 0 | 1 |
| 8.01.2015 | 0 | 0 | 0 |
| 9.01.2015 | 0 | 0 | 0 |
| 10.01.2015 | 0 | 0 | 0 |
| 11.01.2015 | 0 | 0 | 0 |
| 12.01.2015 | 0 | 0 | 0 |
| 13.01.2015 | 0 | 0 | 0 |
| 14.01.2015 | 0 | 0 | 0 |
| 15.01.2015 | 0 | 0 | 0 |
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