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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022-03-18
|
S001
|
P0001
|
Electronics
|
North
| 282 | 150 | 41 | 142.21 | 47.2 | 15 |
Snowy
| 0 | 43.88 |
Autumn
|
2022-03-18
|
S001
|
P0002
|
Groceries
|
South
| 139 | 126 | 188 | 138.1 | 50.22 | 20 |
Cloudy
| 1 | 46.13 |
Summer
|
2022-03-18
|
S001
|
P0003
|
Furniture
|
North
| 87 | 81 | 156 | 83.88 | 28.03 | 20 |
Snowy
| 1 | 23.16 |
Winter
|
2022-03-18
|
S001
|
P0004
|
Groceries
|
West
| 264 | 41 | 77 | 31.97 | 18.97 | 10 |
Rainy
| 1 | 18.99 |
Winter
|
2022-03-18
|
S001
|
P0005
|
Groceries
|
South
| 193 | 139 | 161 | 133.4 | 65.39 | 10 |
Snowy
| 1 | 68.29 |
Summer
|
2022-03-18
|
S001
|
P0006
|
Groceries
|
East
| 415 | 119 | 136 | 113.79 | 56.81 | 0 |
Sunny
| 1 | 56.37 |
Autumn
|
2022-03-18
|
S001
|
P0007
|
Toys
|
South
| 219 | 124 | 148 | 115.12 | 68.19 | 5 |
Cloudy
| 0 | 63.4 |
Autumn
|
2022-03-18
|
S001
|
P0008
|
Clothing
|
South
| 174 | 172 | 117 | 167.98 | 33.67 | 15 |
Cloudy
| 0 | 31.19 |
Spring
|
2022-03-18
|
S001
|
P0009
|
Furniture
|
East
| 104 | 60 | 33 | 52.57 | 13.17 | 10 |
Cloudy
| 1 | 16.14 |
Summer
|
2022-03-18
|
S001
|
P0010
|
Clothing
|
South
| 330 | 291 | 90 | 310.11 | 51.92 | 5 |
Rainy
| 1 | 47.11 |
Autumn
|
2022-03-18
|
S001
|
P0011
|
Groceries
|
East
| 464 | 453 | 143 | 454.02 | 35.29 | 5 |
Snowy
| 0 | 34.21 |
Winter
|
2022-03-18
|
S001
|
P0012
|
Electronics
|
South
| 370 | 311 | 145 | 319.52 | 26.34 | 15 |
Rainy
| 1 | 21.76 |
Spring
|
2022-03-18
|
S001
|
P0013
|
Groceries
|
West
| 365 | 77 | 113 | 81.61 | 45.72 | 20 |
Cloudy
| 1 | 42.42 |
Winter
|
2022-03-18
|
S001
|
P0014
|
Clothing
|
North
| 287 | 54 | 187 | 72.75 | 30.46 | 20 |
Sunny
| 1 | 32.62 |
Spring
|
2022-03-18
|
S001
|
P0015
|
Furniture
|
North
| 404 | 266 | 169 | 261.6 | 49.53 | 5 |
Cloudy
| 1 | 53.64 |
Spring
|
2022-03-18
|
S001
|
P0016
|
Groceries
|
East
| 51 | 44 | 182 | 36.75 | 30.17 | 20 |
Cloudy
| 1 | 32.52 |
Autumn
|
2022-03-18
|
S001
|
P0017
|
Furniture
|
North
| 379 | 351 | 130 | 349.12 | 25.96 | 20 |
Sunny
| 1 | 27.39 |
Winter
|
2022-03-18
|
S001
|
P0018
|
Clothing
|
South
| 79 | 50 | 185 | 48.34 | 12.77 | 10 |
Rainy
| 0 | 11.09 |
Summer
|
2022-03-18
|
S001
|
P0019
|
Clothing
|
East
| 370 | 35 | 179 | 38.56 | 41.33 | 10 |
Sunny
| 1 | 44.37 |
Summer
|
2022-03-18
|
S001
|
P0020
|
Groceries
|
South
| 90 | 89 | 23 | 83.97 | 71.95 | 0 |
Rainy
| 0 | 71.63 |
Summer
|
2022-03-18
|
S002
|
P0001
|
Clothing
|
North
| 198 | 87 | 75 | 86.22 | 95.02 | 5 |
Rainy
| 0 | 95.4 |
Autumn
|
2022-03-18
|
S002
|
P0002
|
Electronics
|
North
| 252 | 93 | 184 | 111.64 | 39.34 | 20 |
Cloudy
| 0 | 41.88 |
Spring
|
2022-03-18
|
S002
|
P0003
|
Furniture
|
South
| 449 | 228 | 55 | 236.37 | 65.02 | 0 |
Cloudy
| 0 | 66.67 |
Winter
|
2022-03-18
|
S002
|
P0004
|
Toys
|
East
| 54 | 38 | 87 | 54.9 | 64.75 | 15 |
Cloudy
| 1 | 67.54 |
Autumn
|
2022-03-18
|
S002
|
P0005
|
Furniture
|
South
| 410 | 260 | 140 | 258.05 | 39.17 | 10 |
Sunny
| 1 | 36.6 |
Summer
|
2022-03-18
|
S002
|
P0006
|
Electronics
|
West
| 430 | 150 | 190 | 144.51 | 21.13 | 20 |
Sunny
| 0 | 17 |
Autumn
|
2022-03-18
|
S002
|
P0007
|
Electronics
|
North
| 351 | 29 | 119 | 28.76 | 32.55 | 15 |
Sunny
| 1 | 29.7 |
Summer
|
2022-03-18
|
S002
|
P0008
|
Toys
|
East
| 197 | 163 | 114 | 165.46 | 23.77 | 0 |
Rainy
| 0 | 25.05 |
Autumn
|
2022-03-18
|
S002
|
P0009
|
Toys
|
East
| 119 | 84 | 76 | 97.61 | 64.57 | 20 |
Snowy
| 1 | 64.05 |
Summer
|
2022-03-18
|
S002
|
P0010
|
Electronics
|
North
| 411 | 89 | 49 | 108.21 | 80.15 | 0 |
Cloudy
| 0 | 85.13 |
Autumn
|
2022-03-18
|
S002
|
P0011
|
Clothing
|
East
| 220 | 147 | 150 | 142.49 | 27.77 | 15 |
Rainy
| 1 | 31.57 |
Spring
|
2022-03-18
|
S002
|
P0012
|
Toys
|
North
| 362 | 328 | 184 | 335.35 | 79.43 | 0 |
Cloudy
| 1 | 81.49 |
Spring
|
2022-03-18
|
S002
|
P0013
|
Groceries
|
East
| 454 | 376 | 47 | 385.87 | 26.95 | 10 |
Snowy
| 1 | 23.55 |
Autumn
|
2022-03-18
|
S002
|
P0014
|
Furniture
|
South
| 184 | 25 | 164 | 36.4 | 27.65 | 10 |
Rainy
| 1 | 25.32 |
Autumn
|
2022-03-18
|
S002
|
P0015
|
Furniture
|
North
| 302 | 17 | 108 | 22.74 | 78.7 | 10 |
Rainy
| 1 | 81.68 |
Winter
|
2022-03-18
|
S002
|
P0016
|
Electronics
|
South
| 350 | 172 | 106 | 181.33 | 94.11 | 20 |
Rainy
| 0 | 93.18 |
Spring
|
2022-03-18
|
S002
|
P0017
|
Clothing
|
East
| 163 | 66 | 72 | 59.47 | 86.24 | 20 |
Sunny
| 1 | 89.57 |
Spring
|
2022-03-18
|
S002
|
P0018
|
Electronics
|
West
| 336 | 150 | 34 | 161.24 | 37.49 | 5 |
Rainy
| 0 | 35.83 |
Spring
|
2022-03-18
|
S002
|
P0019
|
Clothing
|
East
| 464 | 370 | 136 | 372.31 | 97.56 | 10 |
Snowy
| 1 | 99.73 |
Autumn
|
2022-03-18
|
S002
|
P0020
|
Toys
|
North
| 340 | 207 | 120 | 213.89 | 32.08 | 10 |
Rainy
| 1 | 27.61 |
Autumn
|
2022-03-18
|
S003
|
P0001
|
Electronics
|
North
| 494 | 44 | 150 | 38.5 | 98.02 | 5 |
Sunny
| 1 | 97.34 |
Winter
|
2022-03-18
|
S003
|
P0002
|
Furniture
|
East
| 263 | 174 | 99 | 187.83 | 40.26 | 5 |
Cloudy
| 0 | 43.42 |
Autumn
|
2022-03-18
|
S003
|
P0003
|
Furniture
|
South
| 134 | 121 | 136 | 119.85 | 27.12 | 10 |
Snowy
| 0 | 29.54 |
Autumn
|
2022-03-18
|
S003
|
P0004
|
Furniture
|
North
| 253 | 42 | 144 | 41.57 | 88.16 | 0 |
Sunny
| 0 | 86.24 |
Summer
|
2022-03-18
|
S003
|
P0005
|
Clothing
|
South
| 209 | 94 | 61 | 87.1 | 81.19 | 0 |
Snowy
| 0 | 83.85 |
Winter
|
2022-03-18
|
S003
|
P0006
|
Toys
|
North
| 344 | 324 | 21 | 337.02 | 26.03 | 10 |
Snowy
| 1 | 22.99 |
Spring
|
2022-03-18
|
S003
|
P0007
|
Furniture
|
North
| 67 | 30 | 101 | 35.73 | 37.79 | 15 |
Snowy
| 1 | 35.98 |
Summer
|
2022-03-18
|
S003
|
P0008
|
Clothing
|
South
| 304 | 31 | 37 | 30.2 | 47.6 | 10 |
Rainy
| 1 | 42.84 |
Autumn
|
2022-03-18
|
S003
|
P0009
|
Groceries
|
North
| 151 | 84 | 109 | 101.42 | 73.71 | 15 |
Sunny
| 0 | 71.19 |
Summer
|
2022-03-18
|
S003
|
P0010
|
Toys
|
South
| 357 | 187 | 117 | 192.49 | 81.56 | 10 |
Cloudy
| 0 | 81.69 |
Winter
|
2022-03-18
|
S003
|
P0011
|
Electronics
|
East
| 387 | 186 | 68 | 199.92 | 40.45 | 5 |
Sunny
| 0 | 42.04 |
Spring
|
2022-03-18
|
S003
|
P0012
|
Toys
|
South
| 234 | 67 | 125 | 69.62 | 58.19 | 0 |
Rainy
| 0 | 53.88 |
Spring
|
2022-03-18
|
S003
|
P0013
|
Groceries
|
North
| 458 | 126 | 155 | 117.61 | 31.01 | 5 |
Sunny
| 0 | 28.09 |
Winter
|
2022-03-18
|
S003
|
P0014
|
Toys
|
South
| 163 | 86 | 87 | 102.32 | 43.46 | 10 |
Sunny
| 0 | 47.17 |
Spring
|
2022-03-18
|
S003
|
P0015
|
Clothing
|
South
| 268 | 217 | 92 | 219.38 | 96.5 | 10 |
Rainy
| 1 | 101.38 |
Spring
|
2022-03-18
|
S003
|
P0016
|
Groceries
|
South
| 202 | 171 | 103 | 173.36 | 58.5 | 5 |
Rainy
| 1 | 57.47 |
Autumn
|
2022-03-18
|
S003
|
P0017
|
Clothing
|
South
| 379 | 285 | 98 | 280.8 | 98.53 | 15 |
Cloudy
| 1 | 99.65 |
Winter
|
2022-03-18
|
S003
|
P0018
|
Groceries
|
North
| 56 | 7 | 44 | 14.05 | 92.46 | 5 |
Sunny
| 1 | 87.74 |
Winter
|
2022-03-18
|
S003
|
P0019
|
Toys
|
West
| 242 | 33 | 44 | 52.23 | 93.95 | 0 |
Cloudy
| 1 | 94.13 |
Spring
|
2022-03-18
|
S003
|
P0020
|
Electronics
|
North
| 84 | 75 | 98 | 77.17 | 92.27 | 15 |
Rainy
| 0 | 91.52 |
Summer
|
2022-03-18
|
S004
|
P0001
|
Clothing
|
South
| 226 | 56 | 131 | 52.58 | 90.59 | 15 |
Cloudy
| 1 | 87.72 |
Winter
|
2022-03-18
|
S004
|
P0002
|
Clothing
|
West
| 477 | 353 | 146 | 353.19 | 28.37 | 5 |
Rainy
| 0 | 23.92 |
Winter
|
2022-03-18
|
S004
|
P0003
|
Electronics
|
West
| 313 | 269 | 39 | 286.81 | 48.41 | 10 |
Rainy
| 0 | 49.67 |
Summer
|
2022-03-18
|
S004
|
P0004
|
Toys
|
West
| 397 | 306 | 172 | 322.74 | 61.19 | 15 |
Cloudy
| 0 | 58.57 |
Spring
|
2022-03-18
|
S004
|
P0005
|
Clothing
|
South
| 172 | 72 | 152 | 78.5 | 72.85 | 20 |
Snowy
| 0 | 69.39 |
Winter
|
2022-03-18
|
S004
|
P0006
|
Toys
|
South
| 449 | 308 | 53 | 313.7 | 51.67 | 10 |
Rainy
| 0 | 51.68 |
Spring
|
2022-03-18
|
S004
|
P0007
|
Toys
|
East
| 98 | 17 | 58 | 27.81 | 68.02 | 20 |
Sunny
| 0 | 72.31 |
Winter
|
2022-03-18
|
S004
|
P0008
|
Toys
|
West
| 406 | 247 | 80 | 258.61 | 79.35 | 15 |
Rainy
| 1 | 78.59 |
Winter
|
2022-03-18
|
S004
|
P0009
|
Toys
|
South
| 258 | 138 | 70 | 144.66 | 25.41 | 15 |
Cloudy
| 1 | 27.84 |
Spring
|
2022-03-18
|
S004
|
P0010
|
Toys
|
West
| 322 | 216 | 117 | 226.62 | 42.28 | 20 |
Cloudy
| 1 | 39.32 |
Summer
|
2022-03-18
|
S004
|
P0011
|
Electronics
|
West
| 350 | 289 | 184 | 281.57 | 33.72 | 15 |
Cloudy
| 1 | 28.89 |
Winter
|
2022-03-18
|
S004
|
P0012
|
Toys
|
West
| 368 | 316 | 129 | 322.74 | 37.21 | 0 |
Rainy
| 1 | 37.97 |
Autumn
|
2022-03-18
|
S004
|
P0013
|
Groceries
|
North
| 312 | 193 | 97 | 195.1 | 24.38 | 15 |
Sunny
| 0 | 22.88 |
Autumn
|
2022-03-18
|
S004
|
P0014
|
Furniture
|
North
| 144 | 32 | 173 | 35.56 | 28.4 | 15 |
Sunny
| 0 | 31.52 |
Summer
|
2022-03-18
|
S004
|
P0015
|
Clothing
|
South
| 228 | 121 | 187 | 138.44 | 27.17 | 5 |
Snowy
| 0 | 27.51 |
Winter
|
2022-03-18
|
S004
|
P0016
|
Toys
|
East
| 405 | 82 | 120 | 101.27 | 64.81 | 5 |
Sunny
| 0 | 59.91 |
Autumn
|
2022-03-18
|
S004
|
P0017
|
Furniture
|
West
| 326 | 230 | 156 | 241.42 | 28.67 | 5 |
Snowy
| 0 | 30.49 |
Winter
|
2022-03-18
|
S004
|
P0018
|
Clothing
|
West
| 119 | 55 | 134 | 74.71 | 16.63 | 5 |
Snowy
| 1 | 15.89 |
Spring
|
2022-03-18
|
S004
|
P0019
|
Groceries
|
South
| 69 | 40 | 101 | 53.69 | 97.6 | 5 |
Cloudy
| 1 | 93.35 |
Spring
|
2022-03-18
|
S004
|
P0020
|
Electronics
|
South
| 170 | 61 | 118 | 68.49 | 21.6 | 15 |
Cloudy
| 1 | 18.07 |
Winter
|
2022-03-18
|
S005
|
P0001
|
Clothing
|
East
| 134 | 115 | 85 | 121.66 | 54.59 | 20 |
Snowy
| 0 | 54.97 |
Spring
|
2022-03-18
|
S005
|
P0002
|
Furniture
|
West
| 73 | 54 | 25 | 48.95 | 62.54 | 0 |
Snowy
| 1 | 63.33 |
Spring
|
2022-03-18
|
S005
|
P0003
|
Groceries
|
North
| 392 | 291 | 115 | 296 | 63.8 | 0 |
Snowy
| 0 | 62.51 |
Spring
|
2022-03-18
|
S005
|
P0004
|
Clothing
|
West
| 276 | 132 | 64 | 132.72 | 30 | 15 |
Rainy
| 1 | 26.84 |
Spring
|
2022-03-18
|
S005
|
P0005
|
Furniture
|
North
| 104 | 50 | 175 | 69.55 | 60.08 | 5 |
Snowy
| 1 | 59.68 |
Winter
|
2022-03-18
|
S005
|
P0006
|
Clothing
|
South
| 427 | 159 | 153 | 167.45 | 38.36 | 10 |
Sunny
| 0 | 42.53 |
Summer
|
2022-03-18
|
S005
|
P0007
|
Clothing
|
South
| 244 | 155 | 59 | 171.39 | 55.2 | 15 |
Cloudy
| 1 | 50.84 |
Autumn
|
2022-03-18
|
S005
|
P0008
|
Groceries
|
East
| 75 | 53 | 117 | 71.99 | 79.72 | 20 |
Sunny
| 0 | 84.28 |
Summer
|
2022-03-18
|
S005
|
P0009
|
Clothing
|
South
| 287 | 42 | 22 | 50.58 | 27.62 | 5 |
Rainy
| 0 | 32.61 |
Winter
|
2022-03-18
|
S005
|
P0010
|
Groceries
|
East
| 331 | 299 | 114 | 300.53 | 45.71 | 0 |
Sunny
| 1 | 49.12 |
Spring
|
2022-03-18
|
S005
|
P0011
|
Groceries
|
West
| 211 | 1 | 185 | 13.4 | 62.07 | 20 |
Sunny
| 0 | 57.62 |
Spring
|
2022-03-18
|
S005
|
P0012
|
Clothing
|
North
| 227 | 124 | 86 | 120.8 | 68.51 | 0 |
Cloudy
| 0 | 69.12 |
Winter
|
2022-03-18
|
S005
|
P0013
|
Electronics
|
North
| 155 | 70 | 114 | 71.2 | 60.31 | 20 |
Cloudy
| 0 | 65.05 |
Summer
|
2022-03-18
|
S005
|
P0014
|
Toys
|
South
| 253 | 177 | 192 | 185.71 | 81.47 | 5 |
Rainy
| 0 | 77.82 |
Summer
|
2022-03-18
|
S005
|
P0015
|
Furniture
|
East
| 85 | 40 | 188 | 32.22 | 92.66 | 5 |
Snowy
| 1 | 88.65 |
Winter
|
2022-03-18
|
S005
|
P0016
|
Clothing
|
West
| 117 | 55 | 79 | 55.76 | 29.33 | 20 |
Rainy
| 0 | 27.4 |
Autumn
|
2022-03-18
|
S005
|
P0017
|
Electronics
|
South
| 64 | 42 | 110 | 53.12 | 98.76 | 0 |
Sunny
| 1 | 100.14 |
Autumn
|
2022-03-18
|
S005
|
P0018
|
Electronics
|
East
| 215 | 176 | 164 | 195.11 | 28.18 | 5 |
Sunny
| 1 | 28.99 |
Winter
|
2022-03-18
|
S005
|
P0019
|
Groceries
|
South
| 189 | 123 | 166 | 138.36 | 31.88 | 0 |
Snowy
| 1 | 34.83 |
Spring
|
2022-03-18
|
S005
|
P0020
|
Toys
|
North
| 286 | 269 | 114 | 280.3 | 22.39 | 15 |
Snowy
| 1 | 24.38 |
Spring
|
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