Hello, This is a sample dataset where I need to do the forecast of each product with their specific area codes for the next 3 months. The original data has a range from Month 4 to Month 10.
The goal is to predict multiple time series taking into account temporal and spatial information where each price refers to a specific area identified through the level code and to a date.
Here is the attached sample dataset. Please some provide me any kind of assistance.
| date |
product |
level2code |
pred |
| 2021-04-04 |
X |
NG020001 |
364.9078403 |
| 2021-04-04 |
X |
NG020002 |
405.0176459 |
| 2021-04-04 |
X |
NG020003 |
355.6559092 |
| 2021-04-04 |
X |
NG021001 |
367.8924441 |
| 2021-04-04 |
X |
NG021002 |
339.8849381 |
| 2021-04-04 |
Z |
NG021003 |
404.0443164 |
| 2021-04-04 |
Z |
NG021004 |
322.449294 |
| 2021-04-04 |
Z |
NG020004 |
373.4328204 |
| 2021-04-04 |
Z |
NG020005 |
340.3411411 |
| 2021-04-04 |
Z |
NG021005 |
371.7665644 |
| 2021-04-04 |
W |
NG020006 |
385.0198551 |
| 2021-04-04 |
W |
NG021006 |
373.823132 |
| 2021-04-04 |
W |
NG020007 |
484.2053413 |
| 2021-04-04 |
W |
NG020008 |
359.3935806 |
| 2021-04-04 |
W |
NG021007 |
353.6156045 |
| 2021-04-04 |
W |
NG021008 |
378.1871792 |
| 2021-04-04 |
W |
NG021009 |
387.2898271 |
| 2021-04-04 |
W |
NG021010 |
317.7764771 |