Date
string | Store ID
string | Product ID
string | Category
string | Region
string | Inventory Level
int64 | Units Sold
int64 | Units Ordered
int64 | Demand Forecast
float64 | Price
float64 | Discount
int64 | Weather Condition
string | Holiday/Promotion
int64 | Competitor Pricing
float64 | Seasonality
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022-03-10
|
S001
|
P0001
|
Clothing
|
East
| 285 | 147 | 184 | 161.02 | 24.69 | 10 |
Snowy
| 1 | 20 |
Spring
|
2022-03-10
|
S001
|
P0002
|
Furniture
|
North
| 111 | 82 | 113 | 100.07 | 31.11 | 20 |
Sunny
| 0 | 35.26 |
Winter
|
2022-03-10
|
S001
|
P0003
|
Toys
|
North
| 251 | 183 | 150 | 185.96 | 47.39 | 15 |
Rainy
| 0 | 50.7 |
Summer
|
2022-03-10
|
S001
|
P0004
|
Furniture
|
West
| 426 | 424 | 58 | 441.49 | 43.71 | 20 |
Snowy
| 0 | 44.08 |
Autumn
|
2022-03-10
|
S001
|
P0005
|
Toys
|
South
| 198 | 32 | 83 | 22.98 | 22.34 | 15 |
Rainy
| 0 | 19.81 |
Autumn
|
2022-03-10
|
S001
|
P0006
|
Electronics
|
North
| 218 | 191 | 28 | 202.56 | 46.97 | 10 |
Cloudy
| 0 | 51.83 |
Spring
|
2022-03-10
|
S001
|
P0007
|
Toys
|
West
| 371 | 285 | 125 | 292.83 | 28.97 | 15 |
Rainy
| 0 | 29.49 |
Autumn
|
2022-03-10
|
S001
|
P0008
|
Toys
|
West
| 303 | 100 | 56 | 105.5 | 15.92 | 5 |
Rainy
| 1 | 16.07 |
Autumn
|
2022-03-10
|
S001
|
P0009
|
Toys
|
West
| 259 | 9 | 61 | 10.82 | 21.79 | 15 |
Rainy
| 0 | 17.86 |
Summer
|
2022-03-10
|
S001
|
P0010
|
Toys
|
West
| 284 | 52 | 46 | 66.9 | 75.52 | 15 |
Sunny
| 1 | 73.16 |
Summer
|
2022-03-10
|
S001
|
P0011
|
Clothing
|
North
| 448 | 91 | 191 | 96.23 | 77.54 | 15 |
Cloudy
| 0 | 78.37 |
Spring
|
2022-03-10
|
S001
|
P0012
|
Clothing
|
South
| 322 | 235 | 145 | 251.18 | 57.32 | 5 |
Snowy
| 1 | 53 |
Spring
|
2022-03-10
|
S001
|
P0013
|
Furniture
|
North
| 153 | 83 | 27 | 86.34 | 61.87 | 0 |
Snowy
| 1 | 65.26 |
Spring
|
2022-03-10
|
S001
|
P0014
|
Groceries
|
West
| 140 | 43 | 111 | 55.6 | 28.8 | 5 |
Cloudy
| 1 | 25.79 |
Spring
|
2022-03-10
|
S001
|
P0015
|
Groceries
|
South
| 333 | 106 | 36 | 121.25 | 77.55 | 5 |
Snowy
| 0 | 72.78 |
Summer
|
2022-03-10
|
S001
|
P0016
|
Clothing
|
East
| 286 | 44 | 155 | 54.8 | 94.69 | 10 |
Cloudy
| 1 | 99.02 |
Spring
|
2022-03-10
|
S001
|
P0017
|
Electronics
|
East
| 52 | 25 | 191 | 16.12 | 64.95 | 15 |
Cloudy
| 0 | 67.85 |
Spring
|
2022-03-10
|
S001
|
P0018
|
Electronics
|
East
| 93 | 41 | 148 | 51.16 | 21.31 | 10 |
Snowy
| 1 | 18.23 |
Spring
|
2022-03-10
|
S001
|
P0019
|
Furniture
|
South
| 475 | 193 | 156 | 212.96 | 11.85 | 15 |
Rainy
| 0 | 10.34 |
Spring
|
2022-03-10
|
S001
|
P0020
|
Electronics
|
North
| 402 | 240 | 117 | 255.3 | 83.73 | 15 |
Sunny
| 0 | 88.65 |
Summer
|
2022-03-10
|
S002
|
P0001
|
Furniture
|
West
| 288 | 123 | 84 | 131.99 | 46.07 | 5 |
Cloudy
| 1 | 48.65 |
Autumn
|
2022-03-10
|
S002
|
P0002
|
Toys
|
South
| 388 | 332 | 57 | 322.26 | 93.26 | 10 |
Rainy
| 1 | 89.62 |
Spring
|
2022-03-10
|
S002
|
P0003
|
Groceries
|
South
| 366 | 230 | 58 | 222.05 | 28.54 | 15 |
Snowy
| 1 | 29.7 |
Winter
|
2022-03-10
|
S002
|
P0004
|
Groceries
|
North
| 320 | 174 | 157 | 172.1 | 27.97 | 10 |
Cloudy
| 0 | 27.78 |
Spring
|
2022-03-10
|
S002
|
P0005
|
Groceries
|
East
| 453 | 155 | 196 | 159.63 | 82.12 | 20 |
Snowy
| 0 | 82.47 |
Summer
|
2022-03-10
|
S002
|
P0006
|
Groceries
|
East
| 218 | 180 | 20 | 184.4 | 43.06 | 5 |
Rainy
| 1 | 38.61 |
Spring
|
2022-03-10
|
S002
|
P0007
|
Clothing
|
East
| 463 | 140 | 135 | 145.68 | 97.44 | 15 |
Sunny
| 1 | 98.34 |
Summer
|
2022-03-10
|
S002
|
P0008
|
Electronics
|
East
| 245 | 40 | 38 | 51.77 | 65.25 | 10 |
Rainy
| 1 | 62.27 |
Summer
|
2022-03-10
|
S002
|
P0009
|
Toys
|
East
| 83 | 16 | 108 | 27.39 | 14.76 | 0 |
Sunny
| 0 | 16.09 |
Spring
|
2022-03-10
|
S002
|
P0010
|
Groceries
|
North
| 450 | 230 | 187 | 221.29 | 16.34 | 0 |
Rainy
| 0 | 15.59 |
Spring
|
2022-03-10
|
S002
|
P0011
|
Furniture
|
North
| 242 | 22 | 99 | 40.24 | 49.16 | 0 |
Sunny
| 1 | 52.46 |
Summer
|
2022-03-10
|
S002
|
P0012
|
Toys
|
North
| 226 | 147 | 85 | 150.91 | 41.45 | 0 |
Sunny
| 0 | 36.6 |
Autumn
|
2022-03-10
|
S002
|
P0013
|
Clothing
|
South
| 422 | 340 | 197 | 348.47 | 39.59 | 20 |
Snowy
| 0 | 39.16 |
Winter
|
2022-03-10
|
S002
|
P0014
|
Electronics
|
East
| 345 | 132 | 187 | 134.89 | 60.75 | 10 |
Rainy
| 1 | 63.21 |
Winter
|
2022-03-10
|
S002
|
P0015
|
Electronics
|
West
| 231 | 82 | 26 | 84.22 | 30.54 | 0 |
Snowy
| 1 | 29.37 |
Autumn
|
2022-03-10
|
S002
|
P0016
|
Groceries
|
North
| 443 | 407 | 34 | 409.5 | 88.69 | 20 |
Sunny
| 1 | 92.37 |
Spring
|
2022-03-10
|
S002
|
P0017
|
Clothing
|
East
| 457 | 51 | 104 | 69.33 | 22.77 | 15 |
Rainy
| 1 | 23.67 |
Summer
|
2022-03-10
|
S002
|
P0018
|
Toys
|
South
| 273 | 68 | 122 | 62.4 | 66.42 | 15 |
Rainy
| 1 | 61.66 |
Summer
|
2022-03-10
|
S002
|
P0019
|
Groceries
|
West
| 322 | 247 | 59 | 244.08 | 43.63 | 20 |
Sunny
| 1 | 47.14 |
Summer
|
2022-03-10
|
S002
|
P0020
|
Toys
|
South
| 475 | 189 | 83 | 204.86 | 93.3 | 10 |
Snowy
| 1 | 95.46 |
Summer
|
2022-03-10
|
S003
|
P0001
|
Toys
|
East
| 214 | 129 | 32 | 138.51 | 36.77 | 15 |
Rainy
| 0 | 38.11 |
Spring
|
2022-03-10
|
S003
|
P0002
|
Clothing
|
East
| 136 | 135 | 89 | 150.86 | 83.67 | 10 |
Cloudy
| 0 | 82.28 |
Summer
|
2022-03-10
|
S003
|
P0003
|
Furniture
|
South
| 419 | 239 | 57 | 256.65 | 89.36 | 5 |
Sunny
| 0 | 87.11 |
Summer
|
2022-03-10
|
S003
|
P0004
|
Furniture
|
North
| 406 | 208 | 192 | 215.98 | 50.34 | 20 |
Cloudy
| 1 | 47.6 |
Spring
|
2022-03-10
|
S003
|
P0005
|
Electronics
|
West
| 202 | 197 | 124 | 187.73 | 18.09 | 15 |
Rainy
| 1 | 13.31 |
Spring
|
2022-03-10
|
S003
|
P0006
|
Electronics
|
West
| 265 | 243 | 109 | 250.43 | 55.84 | 0 |
Cloudy
| 0 | 53.7 |
Spring
|
2022-03-10
|
S003
|
P0007
|
Clothing
|
East
| 385 | 68 | 54 | 67.72 | 93.75 | 15 |
Snowy
| 0 | 95.68 |
Spring
|
2022-03-10
|
S003
|
P0008
|
Furniture
|
West
| 134 | 7 | 21 | 17.94 | 50.08 | 20 |
Snowy
| 1 | 48.49 |
Autumn
|
2022-03-10
|
S003
|
P0009
|
Groceries
|
East
| 485 | 381 | 53 | 374.5 | 51.56 | 5 |
Cloudy
| 0 | 49.97 |
Summer
|
2022-03-10
|
S003
|
P0010
|
Groceries
|
South
| 53 | 39 | 103 | 49.26 | 58.44 | 15 |
Sunny
| 1 | 53.83 |
Spring
|
2022-03-10
|
S003
|
P0011
|
Toys
|
West
| 145 | 137 | 59 | 149.3 | 96.45 | 20 |
Rainy
| 0 | 95.48 |
Autumn
|
2022-03-10
|
S003
|
P0012
|
Groceries
|
West
| 362 | 354 | 77 | 361.15 | 18.73 | 5 |
Snowy
| 0 | 19.36 |
Summer
|
2022-03-10
|
S003
|
P0013
|
Toys
|
South
| 395 | 336 | 105 | 349.8 | 16.59 | 20 |
Cloudy
| 0 | 19.9 |
Winter
|
2022-03-10
|
S003
|
P0014
|
Groceries
|
South
| 251 | 2 | 146 | 1.64 | 46.09 | 10 |
Rainy
| 0 | 41.78 |
Spring
|
2022-03-10
|
S003
|
P0015
|
Furniture
|
West
| 474 | 448 | 192 | 439.46 | 39.24 | 5 |
Rainy
| 0 | 41.9 |
Spring
|
2022-03-10
|
S003
|
P0016
|
Furniture
|
South
| 84 | 79 | 170 | 79.15 | 42.86 | 20 |
Sunny
| 0 | 40.54 |
Autumn
|
2022-03-10
|
S003
|
P0017
|
Clothing
|
East
| 109 | 75 | 75 | 77.95 | 53.47 | 5 |
Rainy
| 0 | 49.38 |
Summer
|
2022-03-10
|
S003
|
P0018
|
Groceries
|
West
| 207 | 190 | 174 | 193.42 | 78.65 | 5 |
Sunny
| 1 | 78.7 |
Autumn
|
2022-03-10
|
S003
|
P0019
|
Clothing
|
South
| 159 | 11 | 181 | 21.1 | 81.47 | 15 |
Rainy
| 1 | 84.67 |
Autumn
|
2022-03-10
|
S003
|
P0020
|
Clothing
|
West
| 465 | 137 | 151 | 137.12 | 18.1 | 10 |
Snowy
| 1 | 19.08 |
Winter
|
2022-03-10
|
S004
|
P0001
|
Clothing
|
North
| 162 | 43 | 74 | 53.53 | 95.25 | 0 |
Snowy
| 0 | 98.92 |
Autumn
|
2022-03-10
|
S004
|
P0002
|
Electronics
|
West
| 257 | 93 | 53 | 111 | 89.78 | 0 |
Rainy
| 1 | 94.45 |
Winter
|
2022-03-10
|
S004
|
P0003
|
Clothing
|
East
| 170 | 75 | 146 | 82.45 | 21.81 | 15 |
Rainy
| 1 | 25.12 |
Spring
|
2022-03-10
|
S004
|
P0004
|
Toys
|
East
| 462 | 24 | 177 | 16.93 | 40.39 | 0 |
Rainy
| 0 | 38.95 |
Autumn
|
2022-03-10
|
S004
|
P0005
|
Groceries
|
East
| 108 | 67 | 168 | 61.85 | 83.9 | 0 |
Sunny
| 1 | 84.46 |
Spring
|
2022-03-10
|
S004
|
P0006
|
Electronics
|
East
| 438 | 37 | 176 | 38.42 | 22.06 | 20 |
Snowy
| 0 | 20.45 |
Summer
|
2022-03-10
|
S004
|
P0007
|
Electronics
|
East
| 496 | 60 | 188 | 65.99 | 70.64 | 15 |
Cloudy
| 0 | 71.64 |
Winter
|
2022-03-10
|
S004
|
P0008
|
Clothing
|
West
| 153 | 139 | 103 | 140.63 | 66.55 | 20 |
Sunny
| 0 | 63 |
Winter
|
2022-03-10
|
S004
|
P0009
|
Groceries
|
East
| 415 | 118 | 192 | 112.02 | 79.87 | 20 |
Rainy
| 1 | 84.39 |
Summer
|
2022-03-10
|
S004
|
P0010
|
Electronics
|
North
| 208 | 67 | 38 | 70.27 | 41.33 | 5 |
Cloudy
| 0 | 38.58 |
Winter
|
2022-03-10
|
S004
|
P0011
|
Clothing
|
West
| 154 | 136 | 47 | 149.16 | 86.55 | 0 |
Rainy
| 1 | 86.83 |
Autumn
|
2022-03-10
|
S004
|
P0012
|
Clothing
|
North
| 330 | 53 | 130 | 65.16 | 73.22 | 10 |
Cloudy
| 1 | 75.4 |
Spring
|
2022-03-10
|
S004
|
P0013
|
Groceries
|
South
| 276 | 230 | 189 | 220.51 | 16.88 | 0 |
Sunny
| 1 | 19.39 |
Spring
|
2022-03-10
|
S004
|
P0014
|
Electronics
|
East
| 300 | 217 | 181 | 217.11 | 14.79 | 0 |
Cloudy
| 1 | 11.41 |
Spring
|
2022-03-10
|
S004
|
P0015
|
Toys
|
West
| 252 | 33 | 108 | 46.39 | 17.92 | 5 |
Sunny
| 0 | 19.64 |
Summer
|
2022-03-10
|
S004
|
P0016
|
Furniture
|
South
| 390 | 185 | 148 | 183.74 | 53.52 | 0 |
Rainy
| 1 | 50.1 |
Spring
|
2022-03-10
|
S004
|
P0017
|
Electronics
|
East
| 121 | 1 | 160 | 4.97 | 65.06 | 15 |
Cloudy
| 0 | 63.74 |
Spring
|
2022-03-10
|
S004
|
P0018
|
Toys
|
North
| 117 | 114 | 58 | 118.64 | 51.3 | 5 |
Snowy
| 1 | 54.03 |
Summer
|
2022-03-10
|
S004
|
P0019
|
Clothing
|
South
| 193 | 177 | 60 | 187.33 | 52.72 | 15 |
Cloudy
| 0 | 49.8 |
Spring
|
2022-03-10
|
S004
|
P0020
|
Clothing
|
North
| 324 | 310 | 22 | 302.69 | 60.16 | 15 |
Sunny
| 1 | 60.97 |
Summer
|
2022-03-10
|
S005
|
P0001
|
Groceries
|
West
| 296 | 151 | 71 | 153.15 | 25.05 | 20 |
Rainy
| 0 | 25.74 |
Autumn
|
2022-03-10
|
S005
|
P0002
|
Groceries
|
East
| 64 | 11 | 127 | 13.3 | 64.49 | 10 |
Snowy
| 1 | 67.66 |
Autumn
|
2022-03-10
|
S005
|
P0003
|
Furniture
|
South
| 82 | 39 | 27 | 37.81 | 83.95 | 10 |
Cloudy
| 1 | 86.65 |
Autumn
|
2022-03-10
|
S005
|
P0004
|
Clothing
|
South
| 94 | 47 | 157 | 39.28 | 31.99 | 5 |
Snowy
| 1 | 29.48 |
Winter
|
2022-03-10
|
S005
|
P0005
|
Groceries
|
West
| 285 | 109 | 60 | 123.45 | 10.85 | 5 |
Sunny
| 1 | 6.18 |
Spring
|
2022-03-10
|
S005
|
P0006
|
Toys
|
East
| 272 | 139 | 192 | 148.07 | 90.66 | 15 |
Snowy
| 1 | 94.66 |
Spring
|
2022-03-10
|
S005
|
P0007
|
Groceries
|
East
| 100 | 22 | 35 | 20.63 | 66.13 | 0 |
Sunny
| 0 | 69.07 |
Spring
|
2022-03-10
|
S005
|
P0008
|
Electronics
|
North
| 172 | 136 | 103 | 134.53 | 13.72 | 20 |
Cloudy
| 1 | 12.53 |
Autumn
|
2022-03-10
|
S005
|
P0009
|
Clothing
|
East
| 245 | 98 | 51 | 104.09 | 93.47 | 20 |
Cloudy
| 0 | 90.21 |
Winter
|
2022-03-10
|
S005
|
P0010
|
Furniture
|
South
| 420 | 38 | 185 | 46.02 | 27.34 | 5 |
Sunny
| 1 | 22.62 |
Spring
|
2022-03-10
|
S005
|
P0011
|
Toys
|
East
| 298 | 188 | 56 | 202.79 | 61.33 | 20 |
Sunny
| 0 | 58.84 |
Summer
|
2022-03-10
|
S005
|
P0012
|
Toys
|
East
| 131 | 87 | 149 | 94.57 | 55.76 | 0 |
Cloudy
| 1 | 52.15 |
Spring
|
2022-03-10
|
S005
|
P0013
|
Electronics
|
South
| 132 | 85 | 69 | 84.79 | 49.29 | 10 |
Cloudy
| 0 | 52.25 |
Autumn
|
2022-03-10
|
S005
|
P0014
|
Groceries
|
South
| 191 | 111 | 43 | 119.49 | 33.61 | 0 |
Sunny
| 0 | 33.81 |
Autumn
|
2022-03-10
|
S005
|
P0015
|
Groceries
|
South
| 406 | 247 | 187 | 247.4 | 68.26 | 10 |
Rainy
| 0 | 69.66 |
Spring
|
2022-03-10
|
S005
|
P0016
|
Toys
|
South
| 80 | 55 | 192 | 54.52 | 76.67 | 15 |
Snowy
| 0 | 74.25 |
Winter
|
2022-03-10
|
S005
|
P0017
|
Furniture
|
West
| 136 | 59 | 56 | 58.29 | 50.19 | 15 |
Sunny
| 1 | 52.2 |
Autumn
|
2022-03-10
|
S005
|
P0018
|
Electronics
|
East
| 390 | 258 | 30 | 268.93 | 82.2 | 20 |
Sunny
| 1 | 77.78 |
Spring
|
2022-03-10
|
S005
|
P0019
|
Electronics
|
West
| 307 | 307 | 185 | 319.34 | 24.16 | 15 |
Rainy
| 1 | 28.09 |
Autumn
|
2022-03-10
|
S005
|
P0020
|
Toys
|
West
| 404 | 112 | 102 | 107.68 | 91.66 | 20 |
Sunny
| 1 | 94.83 |
Summer
|
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