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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022-02-08
|
S001
|
P0001
|
Toys
|
West
| 140 | 12 | 48 | 15.6 | 67.64 | 10 |
Cloudy
| 0 | 69.12 |
Spring
|
2022-02-08
|
S001
|
P0002
|
Electronics
|
North
| 353 | 281 | 59 | 297.07 | 29.91 | 20 |
Sunny
| 0 | 28.69 |
Spring
|
2022-02-08
|
S001
|
P0003
|
Clothing
|
North
| 389 | 376 | 198 | 372.97 | 18.33 | 0 |
Rainy
| 1 | 20.7 |
Summer
|
2022-02-08
|
S001
|
P0004
|
Electronics
|
East
| 451 | 249 | 187 | 242.28 | 67.93 | 5 |
Cloudy
| 1 | 64.49 |
Winter
|
2022-02-08
|
S001
|
P0005
|
Toys
|
South
| 454 | 227 | 30 | 231.76 | 88.4 | 10 |
Cloudy
| 1 | 89.65 |
Spring
|
2022-02-08
|
S001
|
P0006
|
Furniture
|
West
| 105 | 28 | 148 | 24.22 | 66.11 | 5 |
Cloudy
| 0 | 63.05 |
Autumn
|
2022-02-08
|
S001
|
P0007
|
Groceries
|
East
| 436 | 185 | 122 | 179.7 | 37.5 | 5 |
Cloudy
| 1 | 38.56 |
Spring
|
2022-02-08
|
S001
|
P0008
|
Furniture
|
South
| 316 | 142 | 92 | 138.6 | 42.31 | 15 |
Snowy
| 1 | 46.84 |
Spring
|
2022-02-08
|
S001
|
P0009
|
Groceries
|
East
| 110 | 110 | 160 | 120.98 | 21.69 | 0 |
Rainy
| 1 | 21.95 |
Spring
|
2022-02-08
|
S001
|
P0010
|
Clothing
|
South
| 258 | 227 | 81 | 223.9 | 55.93 | 15 |
Rainy
| 0 | 51.18 |
Autumn
|
2022-02-08
|
S001
|
P0011
|
Furniture
|
North
| 235 | 64 | 122 | 60.55 | 22.61 | 10 |
Snowy
| 0 | 22.79 |
Summer
|
2022-02-08
|
S001
|
P0012
|
Clothing
|
North
| 250 | 67 | 112 | 82.36 | 76.33 | 20 |
Sunny
| 0 | 79.37 |
Spring
|
2022-02-08
|
S001
|
P0013
|
Electronics
|
South
| 259 | 79 | 178 | 70.8 | 16.65 | 15 |
Snowy
| 0 | 21.1 |
Summer
|
2022-02-08
|
S001
|
P0014
|
Clothing
|
South
| 325 | 137 | 95 | 155.21 | 46.53 | 10 |
Rainy
| 1 | 49.84 |
Winter
|
2022-02-08
|
S001
|
P0015
|
Furniture
|
East
| 62 | 43 | 122 | 33.73 | 80.44 | 0 |
Rainy
| 0 | 76.46 |
Spring
|
2022-02-08
|
S001
|
P0016
|
Furniture
|
West
| 152 | 152 | 192 | 155.01 | 31.17 | 15 |
Cloudy
| 0 | 31.42 |
Spring
|
2022-02-08
|
S001
|
P0017
|
Furniture
|
South
| 426 | 189 | 194 | 191.05 | 47.49 | 20 |
Cloudy
| 1 | 52.47 |
Summer
|
2022-02-08
|
S001
|
P0018
|
Furniture
|
North
| 243 | 11 | 134 | 28.49 | 30.51 | 5 |
Snowy
| 0 | 30.94 |
Spring
|
2022-02-08
|
S001
|
P0019
|
Toys
|
West
| 418 | 346 | 189 | 358.85 | 33.38 | 15 |
Sunny
| 0 | 30.3 |
Autumn
|
2022-02-08
|
S001
|
P0020
|
Furniture
|
West
| 483 | 121 | 54 | 123.93 | 90.15 | 20 |
Rainy
| 1 | 94.27 |
Spring
|
2022-02-08
|
S002
|
P0001
|
Groceries
|
East
| 470 | 220 | 187 | 221.48 | 18.08 | 10 |
Cloudy
| 1 | 21.06 |
Winter
|
2022-02-08
|
S002
|
P0002
|
Groceries
|
North
| 496 | 333 | 33 | 327.73 | 14.14 | 10 |
Rainy
| 0 | 17.5 |
Summer
|
2022-02-08
|
S002
|
P0003
|
Clothing
|
North
| 479 | 133 | 55 | 145.59 | 61.25 | 10 |
Sunny
| 1 | 63.54 |
Autumn
|
2022-02-08
|
S002
|
P0004
|
Furniture
|
South
| 448 | 332 | 92 | 351.02 | 15.59 | 10 |
Cloudy
| 0 | 10.99 |
Summer
|
2022-02-08
|
S002
|
P0005
|
Clothing
|
South
| 137 | 122 | 42 | 119.05 | 35.52 | 0 |
Snowy
| 0 | 31.56 |
Summer
|
2022-02-08
|
S002
|
P0006
|
Groceries
|
East
| 193 | 180 | 186 | 178.55 | 44.03 | 0 |
Cloudy
| 0 | 47.82 |
Autumn
|
2022-02-08
|
S002
|
P0007
|
Clothing
|
North
| 65 | 60 | 76 | 77.59 | 29.13 | 5 |
Rainy
| 1 | 24.27 |
Winter
|
2022-02-08
|
S002
|
P0008
|
Clothing
|
West
| 444 | 89 | 119 | 81.43 | 34.04 | 15 |
Rainy
| 0 | 38.44 |
Spring
|
2022-02-08
|
S002
|
P0009
|
Furniture
|
North
| 280 | 16 | 56 | 32.73 | 86.74 | 0 |
Sunny
| 1 | 83.09 |
Winter
|
2022-02-08
|
S002
|
P0010
|
Furniture
|
East
| 309 | 116 | 22 | 122.91 | 92.62 | 20 |
Snowy
| 1 | 95.34 |
Summer
|
2022-02-08
|
S002
|
P0011
|
Groceries
|
South
| 131 | 10 | 86 | 5.29 | 81.63 | 5 |
Snowy
| 1 | 77.46 |
Spring
|
2022-02-08
|
S002
|
P0012
|
Toys
|
East
| 60 | 36 | 121 | 49.57 | 37.71 | 0 |
Sunny
| 1 | 35.28 |
Winter
|
2022-02-08
|
S002
|
P0013
|
Clothing
|
East
| 183 | 120 | 59 | 133.65 | 93.17 | 0 |
Snowy
| 0 | 90.61 |
Autumn
|
2022-02-08
|
S002
|
P0014
|
Furniture
|
South
| 220 | 127 | 198 | 117.94 | 17.6 | 5 |
Cloudy
| 1 | 13.3 |
Summer
|
2022-02-08
|
S002
|
P0015
|
Groceries
|
East
| 105 | 41 | 191 | 36.41 | 19.71 | 0 |
Rainy
| 0 | 23.6 |
Summer
|
2022-02-08
|
S002
|
P0016
|
Groceries
|
East
| 51 | 22 | 190 | 30.29 | 83.63 | 15 |
Snowy
| 1 | 85.14 |
Summer
|
2022-02-08
|
S002
|
P0017
|
Groceries
|
South
| 275 | 110 | 100 | 113.46 | 56.35 | 15 |
Cloudy
| 1 | 52.5 |
Summer
|
2022-02-08
|
S002
|
P0018
|
Groceries
|
East
| 377 | 95 | 190 | 85.18 | 32.37 | 15 |
Snowy
| 1 | 31.78 |
Autumn
|
2022-02-08
|
S002
|
P0019
|
Toys
|
North
| 443 | 419 | 105 | 409.52 | 79.93 | 5 |
Rainy
| 1 | 78.12 |
Autumn
|
2022-02-08
|
S002
|
P0020
|
Groceries
|
South
| 476 | 461 | 65 | 470.59 | 89.54 | 5 |
Snowy
| 0 | 93.42 |
Spring
|
2022-02-08
|
S003
|
P0001
|
Groceries
|
North
| 116 | 81 | 121 | 74.68 | 85.69 | 0 |
Sunny
| 1 | 87.98 |
Autumn
|
2022-02-08
|
S003
|
P0002
|
Electronics
|
North
| 205 | 1 | 77 | 0.79 | 92.29 | 15 |
Cloudy
| 0 | 92.58 |
Autumn
|
2022-02-08
|
S003
|
P0003
|
Clothing
|
North
| 388 | 169 | 125 | 161.17 | 41.23 | 0 |
Rainy
| 1 | 39.13 |
Spring
|
2022-02-08
|
S003
|
P0004
|
Clothing
|
North
| 358 | 8 | 21 | 14.37 | 38.25 | 0 |
Cloudy
| 1 | 39.53 |
Summer
|
2022-02-08
|
S003
|
P0005
|
Electronics
|
South
| 347 | 330 | 101 | 325.42 | 47.53 | 0 |
Snowy
| 1 | 44.32 |
Winter
|
2022-02-08
|
S003
|
P0006
|
Toys
|
South
| 143 | 27 | 111 | 34.41 | 20.95 | 15 |
Snowy
| 0 | 25.04 |
Autumn
|
2022-02-08
|
S003
|
P0007
|
Groceries
|
South
| 375 | 360 | 61 | 377.88 | 84.41 | 0 |
Cloudy
| 0 | 80.53 |
Winter
|
2022-02-08
|
S003
|
P0008
|
Furniture
|
East
| 80 | 22 | 35 | 32.36 | 70.93 | 10 |
Rainy
| 0 | 74.17 |
Autumn
|
2022-02-08
|
S003
|
P0009
|
Toys
|
East
| 266 | 5 | 200 | -2.84 | 95.85 | 15 |
Snowy
| 1 | 98.79 |
Summer
|
2022-02-08
|
S003
|
P0010
|
Electronics
|
North
| 175 | 151 | 183 | 166.83 | 51.53 | 5 |
Rainy
| 0 | 49.47 |
Summer
|
2022-02-08
|
S003
|
P0011
|
Furniture
|
East
| 267 | 2 | 85 | 15.7 | 50.64 | 5 |
Snowy
| 0 | 50.73 |
Winter
|
2022-02-08
|
S003
|
P0012
|
Toys
|
North
| 238 | 222 | 101 | 235.52 | 59.66 | 0 |
Cloudy
| 1 | 59.24 |
Summer
|
2022-02-08
|
S003
|
P0013
|
Groceries
|
West
| 453 | 193 | 105 | 193.49 | 64.49 | 15 |
Snowy
| 1 | 68.62 |
Summer
|
2022-02-08
|
S003
|
P0014
|
Toys
|
West
| 419 | 394 | 156 | 408.88 | 51.04 | 5 |
Snowy
| 1 | 50.61 |
Summer
|
2022-02-08
|
S003
|
P0015
|
Electronics
|
West
| 74 | 46 | 195 | 54.39 | 42.9 | 15 |
Snowy
| 1 | 40.04 |
Autumn
|
2022-02-08
|
S003
|
P0016
|
Furniture
|
North
| 383 | 236 | 139 | 241.93 | 12.52 | 15 |
Cloudy
| 0 | 15.45 |
Spring
|
2022-02-08
|
S003
|
P0017
|
Toys
|
East
| 263 | 137 | 22 | 151.86 | 31.24 | 5 |
Sunny
| 1 | 34.33 |
Winter
|
2022-02-08
|
S003
|
P0018
|
Groceries
|
West
| 289 | 69 | 29 | 65.48 | 50.21 | 10 |
Rainy
| 0 | 51.06 |
Winter
|
2022-02-08
|
S003
|
P0019
|
Furniture
|
South
| 444 | 428 | 135 | 443.76 | 83.39 | 0 |
Snowy
| 0 | 84.11 |
Winter
|
2022-02-08
|
S003
|
P0020
|
Toys
|
West
| 323 | 229 | 144 | 237.66 | 58.64 | 20 |
Cloudy
| 0 | 62.97 |
Autumn
|
2022-02-08
|
S004
|
P0001
|
Furniture
|
West
| 344 | 37 | 146 | 50.23 | 61.85 | 15 |
Snowy
| 1 | 60.12 |
Spring
|
2022-02-08
|
S004
|
P0002
|
Groceries
|
South
| 162 | 71 | 109 | 90.88 | 48.96 | 0 |
Cloudy
| 1 | 51.54 |
Spring
|
2022-02-08
|
S004
|
P0003
|
Clothing
|
South
| 375 | 248 | 58 | 242.25 | 41.68 | 20 |
Rainy
| 0 | 42.83 |
Spring
|
2022-02-08
|
S004
|
P0004
|
Electronics
|
West
| 132 | 25 | 72 | 21.4 | 44.81 | 0 |
Snowy
| 1 | 44.35 |
Spring
|
2022-02-08
|
S004
|
P0005
|
Electronics
|
South
| 93 | 54 | 98 | 46.33 | 27.79 | 10 |
Snowy
| 1 | 28.32 |
Summer
|
2022-02-08
|
S004
|
P0006
|
Groceries
|
West
| 119 | 106 | 121 | 114.47 | 33.22 | 0 |
Sunny
| 1 | 30.03 |
Winter
|
2022-02-08
|
S004
|
P0007
|
Toys
|
West
| 320 | 284 | 46 | 283.38 | 88.79 | 20 |
Cloudy
| 1 | 91.16 |
Autumn
|
2022-02-08
|
S004
|
P0008
|
Clothing
|
South
| 60 | 8 | 111 | 23.14 | 42.77 | 20 |
Cloudy
| 1 | 40.59 |
Summer
|
2022-02-08
|
S004
|
P0009
|
Groceries
|
West
| 130 | 92 | 23 | 88.68 | 31.01 | 5 |
Sunny
| 0 | 30.35 |
Summer
|
2022-02-08
|
S004
|
P0010
|
Furniture
|
West
| 77 | 66 | 116 | 70.26 | 16.8 | 0 |
Rainy
| 0 | 20.1 |
Summer
|
2022-02-08
|
S004
|
P0011
|
Furniture
|
South
| 464 | 178 | 190 | 175.5 | 62.6 | 10 |
Rainy
| 0 | 63.72 |
Autumn
|
2022-02-08
|
S004
|
P0012
|
Electronics
|
North
| 429 | 332 | 49 | 340.09 | 98.05 | 15 |
Cloudy
| 0 | 95.29 |
Spring
|
2022-02-08
|
S004
|
P0013
|
Clothing
|
South
| 298 | 79 | 66 | 84.39 | 12.48 | 0 |
Rainy
| 0 | 14.47 |
Winter
|
2022-02-08
|
S004
|
P0014
|
Toys
|
West
| 178 | 144 | 62 | 160.69 | 67.74 | 20 |
Snowy
| 0 | 70.13 |
Winter
|
2022-02-08
|
S004
|
P0015
|
Clothing
|
East
| 400 | 144 | 110 | 157.13 | 19.15 | 10 |
Sunny
| 0 | 18.69 |
Winter
|
2022-02-08
|
S004
|
P0016
|
Furniture
|
East
| 252 | 166 | 177 | 178.78 | 15.69 | 15 |
Sunny
| 0 | 12.19 |
Winter
|
2022-02-08
|
S004
|
P0017
|
Toys
|
North
| 452 | 388 | 141 | 394.01 | 54.5 | 10 |
Snowy
| 0 | 49.55 |
Spring
|
2022-02-08
|
S004
|
P0018
|
Clothing
|
West
| 256 | 154 | 185 | 163.38 | 79.36 | 10 |
Cloudy
| 0 | 77.45 |
Winter
|
2022-02-08
|
S004
|
P0019
|
Groceries
|
South
| 239 | 214 | 114 | 221.01 | 23.39 | 20 |
Rainy
| 0 | 26.15 |
Spring
|
2022-02-08
|
S004
|
P0020
|
Electronics
|
West
| 204 | 161 | 177 | 153.63 | 65.26 | 20 |
Cloudy
| 1 | 63.49 |
Summer
|
2022-02-08
|
S005
|
P0001
|
Clothing
|
South
| 114 | 109 | 196 | 115.07 | 26.26 | 20 |
Rainy
| 1 | 24.57 |
Autumn
|
2022-02-08
|
S005
|
P0002
|
Furniture
|
West
| 449 | 150 | 159 | 159.14 | 30.56 | 15 |
Sunny
| 1 | 26.87 |
Summer
|
2022-02-08
|
S005
|
P0003
|
Groceries
|
West
| 80 | 31 | 88 | 35.02 | 62.29 | 5 |
Snowy
| 0 | 58.06 |
Autumn
|
2022-02-08
|
S005
|
P0004
|
Furniture
|
South
| 104 | 1 | 48 | -2.22 | 14.77 | 5 |
Rainy
| 1 | 11.15 |
Autumn
|
2022-02-08
|
S005
|
P0005
|
Groceries
|
South
| 242 | 214 | 94 | 211.02 | 84.95 | 15 |
Rainy
| 1 | 84.91 |
Autumn
|
2022-02-08
|
S005
|
P0006
|
Electronics
|
South
| 357 | 65 | 69 | 69.06 | 83.57 | 10 |
Cloudy
| 1 | 81.46 |
Winter
|
2022-02-08
|
S005
|
P0007
|
Groceries
|
West
| 62 | 47 | 192 | 45.48 | 44.98 | 15 |
Rainy
| 1 | 43.93 |
Spring
|
2022-02-08
|
S005
|
P0008
|
Clothing
|
East
| 276 | 94 | 83 | 96.65 | 54.07 | 5 |
Rainy
| 0 | 52.19 |
Summer
|
2022-02-08
|
S005
|
P0009
|
Groceries
|
West
| 220 | 212 | 106 | 231.22 | 24.95 | 15 |
Sunny
| 0 | 20.25 |
Winter
|
2022-02-08
|
S005
|
P0010
|
Toys
|
South
| 232 | 41 | 173 | 38.56 | 74.51 | 10 |
Rainy
| 0 | 74.68 |
Spring
|
2022-02-08
|
S005
|
P0011
|
Electronics
|
West
| 258 | 33 | 102 | 28.36 | 93.72 | 10 |
Cloudy
| 1 | 94.9 |
Summer
|
2022-02-08
|
S005
|
P0012
|
Electronics
|
South
| 117 | 88 | 102 | 80.45 | 88.9 | 0 |
Rainy
| 1 | 89.85 |
Autumn
|
2022-02-08
|
S005
|
P0013
|
Clothing
|
West
| 388 | 186 | 86 | 205.14 | 30.26 | 10 |
Sunny
| 0 | 33.36 |
Winter
|
2022-02-08
|
S005
|
P0014
|
Furniture
|
North
| 99 | 26 | 75 | 45.3 | 95.53 | 5 |
Sunny
| 1 | 91.85 |
Summer
|
2022-02-08
|
S005
|
P0015
|
Groceries
|
East
| 137 | 43 | 35 | 61.97 | 57.06 | 5 |
Cloudy
| 0 | 53.51 |
Summer
|
2022-02-08
|
S005
|
P0016
|
Groceries
|
South
| 299 | 136 | 48 | 148.16 | 27.92 | 15 |
Cloudy
| 0 | 28.42 |
Autumn
|
2022-02-08
|
S005
|
P0017
|
Furniture
|
East
| 149 | 139 | 156 | 158.02 | 55.47 | 0 |
Snowy
| 0 | 51.5 |
Autumn
|
2022-02-08
|
S005
|
P0018
|
Groceries
|
West
| 283 | 185 | 70 | 190.36 | 93.62 | 10 |
Rainy
| 1 | 97.07 |
Summer
|
2022-02-08
|
S005
|
P0019
|
Electronics
|
East
| 451 | 153 | 76 | 152.95 | 49.54 | 0 |
Sunny
| 0 | 47.84 |
Autumn
|
2022-02-08
|
S005
|
P0020
|
Groceries
|
East
| 325 | 2 | 159 | 18.05 | 15.91 | 0 |
Cloudy
| 0 | 13.7 |
Winter
|
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