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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022-03-08
|
S001
|
P0001
|
Clothing
|
West
| 394 | 32 | 88 | 36.33 | 95.9 | 20 |
Sunny
| 1 | 98.49 |
Winter
|
2022-03-08
|
S001
|
P0002
|
Electronics
|
East
| 368 | 294 | 112 | 285.57 | 99.81 | 10 |
Sunny
| 0 | 97.63 |
Spring
|
2022-03-08
|
S001
|
P0003
|
Groceries
|
North
| 251 | 7 | 161 | 23.27 | 38.63 | 15 |
Sunny
| 0 | 35.8 |
Winter
|
2022-03-08
|
S001
|
P0004
|
Furniture
|
North
| 310 | 299 | 85 | 304 | 73.4 | 15 |
Cloudy
| 1 | 76.33 |
Spring
|
2022-03-08
|
S001
|
P0005
|
Clothing
|
East
| 218 | 19 | 107 | 37.71 | 10.39 | 5 |
Snowy
| 0 | 9.68 |
Summer
|
2022-03-08
|
S001
|
P0006
|
Toys
|
East
| 276 | 53 | 142 | 54.33 | 81.24 | 0 |
Sunny
| 0 | 80.86 |
Summer
|
2022-03-08
|
S001
|
P0007
|
Groceries
|
West
| 480 | 471 | 182 | 474.79 | 45.94 | 10 |
Cloudy
| 0 | 50.14 |
Winter
|
2022-03-08
|
S001
|
P0008
|
Toys
|
West
| 116 | 28 | 46 | 43.17 | 56.66 | 20 |
Sunny
| 0 | 59.12 |
Summer
|
2022-03-08
|
S001
|
P0009
|
Furniture
|
South
| 410 | 37 | 122 | 37.63 | 34.88 | 15 |
Rainy
| 0 | 31.81 |
Summer
|
2022-03-08
|
S001
|
P0010
|
Furniture
|
West
| 334 | 316 | 103 | 312.45 | 70.33 | 15 |
Sunny
| 1 | 69 |
Winter
|
2022-03-08
|
S001
|
P0011
|
Clothing
|
West
| 200 | 103 | 55 | 114.42 | 64.67 | 20 |
Snowy
| 1 | 67.58 |
Summer
|
2022-03-08
|
S001
|
P0012
|
Clothing
|
North
| 300 | 38 | 139 | 31.9 | 77.59 | 10 |
Rainy
| 0 | 78.72 |
Winter
|
2022-03-08
|
S001
|
P0013
|
Electronics
|
East
| 445 | 19 | 161 | 21.84 | 65.07 | 10 |
Sunny
| 1 | 60.84 |
Winter
|
2022-03-08
|
S001
|
P0014
|
Toys
|
West
| 166 | 136 | 181 | 126.64 | 29.76 | 20 |
Rainy
| 0 | 27.5 |
Summer
|
2022-03-08
|
S001
|
P0015
|
Groceries
|
East
| 236 | 236 | 54 | 253.49 | 58.47 | 10 |
Sunny
| 1 | 57.93 |
Autumn
|
2022-03-08
|
S001
|
P0016
|
Clothing
|
South
| 338 | 285 | 32 | 277.29 | 21.96 | 15 |
Cloudy
| 0 | 22.16 |
Spring
|
2022-03-08
|
S001
|
P0017
|
Clothing
|
East
| 147 | 2 | 135 | 9.15 | 47.78 | 10 |
Cloudy
| 1 | 52.71 |
Summer
|
2022-03-08
|
S001
|
P0018
|
Electronics
|
West
| 158 | 101 | 158 | 111.41 | 78.22 | 0 |
Cloudy
| 1 | 77.96 |
Summer
|
2022-03-08
|
S001
|
P0019
|
Clothing
|
East
| 420 | 40 | 196 | 47.5 | 65.71 | 10 |
Snowy
| 1 | 62.72 |
Winter
|
2022-03-08
|
S001
|
P0020
|
Electronics
|
South
| 134 | 29 | 68 | 19.26 | 70.55 | 10 |
Rainy
| 1 | 69.81 |
Winter
|
2022-03-08
|
S002
|
P0001
|
Electronics
|
West
| 341 | 121 | 135 | 113.93 | 16.52 | 15 |
Sunny
| 0 | 13.86 |
Summer
|
2022-03-08
|
S002
|
P0002
|
Furniture
|
North
| 490 | 417 | 83 | 422.13 | 62.55 | 0 |
Sunny
| 1 | 64.59 |
Summer
|
2022-03-08
|
S002
|
P0003
|
Clothing
|
North
| 235 | 59 | 133 | 51.06 | 15.53 | 15 |
Sunny
| 0 | 18.28 |
Spring
|
2022-03-08
|
S002
|
P0004
|
Toys
|
East
| 485 | 71 | 74 | 88.39 | 66.42 | 5 |
Sunny
| 0 | 68.2 |
Winter
|
2022-03-08
|
S002
|
P0005
|
Furniture
|
North
| 309 | 196 | 110 | 211.29 | 91.6 | 15 |
Cloudy
| 0 | 89.92 |
Autumn
|
2022-03-08
|
S002
|
P0006
|
Toys
|
West
| 416 | 201 | 184 | 218.55 | 31.29 | 20 |
Rainy
| 1 | 29.15 |
Spring
|
2022-03-08
|
S002
|
P0007
|
Furniture
|
North
| 183 | 66 | 80 | 61.02 | 69.41 | 5 |
Sunny
| 1 | 72 |
Autumn
|
2022-03-08
|
S002
|
P0008
|
Toys
|
West
| 255 | 224 | 27 | 223.73 | 72.76 | 10 |
Snowy
| 0 | 77.69 |
Summer
|
2022-03-08
|
S002
|
P0009
|
Groceries
|
South
| 463 | 182 | 132 | 185.45 | 72.39 | 5 |
Sunny
| 1 | 74.26 |
Summer
|
2022-03-08
|
S002
|
P0010
|
Groceries
|
North
| 372 | 178 | 136 | 190.52 | 18.19 | 10 |
Rainy
| 1 | 14.68 |
Autumn
|
2022-03-08
|
S002
|
P0011
|
Clothing
|
West
| 88 | 54 | 187 | 65.16 | 99.08 | 5 |
Cloudy
| 0 | 98.09 |
Spring
|
2022-03-08
|
S002
|
P0012
|
Furniture
|
East
| 407 | 327 | 86 | 325.7 | 25.22 | 0 |
Cloudy
| 0 | 23.7 |
Winter
|
2022-03-08
|
S002
|
P0013
|
Electronics
|
North
| 364 | 80 | 20 | 79.24 | 55.18 | 0 |
Rainy
| 0 | 52.1 |
Winter
|
2022-03-08
|
S002
|
P0014
|
Furniture
|
West
| 104 | 57 | 157 | 74 | 39.18 | 0 |
Sunny
| 0 | 43.58 |
Summer
|
2022-03-08
|
S002
|
P0015
|
Electronics
|
West
| 264 | 262 | 107 | 263.25 | 13.45 | 10 |
Rainy
| 1 | 10.11 |
Summer
|
2022-03-08
|
S002
|
P0016
|
Furniture
|
North
| 304 | 217 | 181 | 216.92 | 60.8 | 10 |
Cloudy
| 1 | 62.83 |
Spring
|
2022-03-08
|
S002
|
P0017
|
Clothing
|
North
| 69 | 22 | 71 | 41.4 | 60.22 | 20 |
Snowy
| 0 | 62.4 |
Winter
|
2022-03-08
|
S002
|
P0018
|
Clothing
|
South
| 357 | 145 | 113 | 139.2 | 89.33 | 5 |
Cloudy
| 0 | 86.91 |
Autumn
|
2022-03-08
|
S002
|
P0019
|
Furniture
|
South
| 100 | 53 | 166 | 48.52 | 66.69 | 20 |
Snowy
| 1 | 65.06 |
Autumn
|
2022-03-08
|
S002
|
P0020
|
Electronics
|
West
| 372 | 207 | 162 | 225.45 | 49.71 | 15 |
Sunny
| 1 | 53.31 |
Winter
|
2022-03-08
|
S003
|
P0001
|
Clothing
|
North
| 162 | 13 | 87 | 26.36 | 10.19 | 20 |
Sunny
| 1 | 6.98 |
Winter
|
2022-03-08
|
S003
|
P0002
|
Furniture
|
North
| 358 | 0 | 84 | 18.63 | 41.76 | 15 |
Rainy
| 0 | 43.54 |
Summer
|
2022-03-08
|
S003
|
P0003
|
Toys
|
North
| 68 | 40 | 171 | 52.08 | 34.44 | 0 |
Snowy
| 1 | 39.26 |
Autumn
|
2022-03-08
|
S003
|
P0004
|
Furniture
|
West
| 388 | 242 | 106 | 232.11 | 18.76 | 15 |
Snowy
| 0 | 18.01 |
Spring
|
2022-03-08
|
S003
|
P0005
|
Clothing
|
West
| 444 | 372 | 124 | 363.37 | 61.65 | 0 |
Snowy
| 0 | 64.49 |
Summer
|
2022-03-08
|
S003
|
P0006
|
Toys
|
West
| 389 | 122 | 158 | 141.24 | 70.25 | 20 |
Rainy
| 1 | 75.19 |
Spring
|
2022-03-08
|
S003
|
P0007
|
Furniture
|
North
| 95 | 2 | 84 | -4.34 | 39.7 | 10 |
Sunny
| 1 | 40.9 |
Summer
|
2022-03-08
|
S003
|
P0008
|
Electronics
|
South
| 260 | 9 | 75 | 24.82 | 74.58 | 15 |
Rainy
| 0 | 72.45 |
Winter
|
2022-03-08
|
S003
|
P0009
|
Toys
|
West
| 123 | 100 | 63 | 98.59 | 53.06 | 10 |
Sunny
| 0 | 48.87 |
Winter
|
2022-03-08
|
S003
|
P0010
|
Groceries
|
South
| 88 | 84 | 56 | 94.02 | 37.23 | 15 |
Snowy
| 1 | 37.36 |
Winter
|
2022-03-08
|
S003
|
P0011
|
Groceries
|
East
| 294 | 233 | 111 | 240.39 | 97.33 | 10 |
Cloudy
| 0 | 95.75 |
Summer
|
2022-03-08
|
S003
|
P0012
|
Clothing
|
North
| 254 | 9 | 123 | 20.16 | 66.72 | 0 |
Rainy
| 1 | 62.4 |
Winter
|
2022-03-08
|
S003
|
P0013
|
Clothing
|
West
| 300 | 131 | 78 | 140.39 | 35.24 | 0 |
Snowy
| 1 | 35.22 |
Spring
|
2022-03-08
|
S003
|
P0014
|
Furniture
|
West
| 231 | 101 | 184 | 110.82 | 43.79 | 20 |
Sunny
| 0 | 46.29 |
Summer
|
2022-03-08
|
S003
|
P0015
|
Electronics
|
East
| 477 | 376 | 82 | 392.95 | 44.29 | 15 |
Sunny
| 1 | 46.98 |
Autumn
|
2022-03-08
|
S003
|
P0016
|
Groceries
|
North
| 288 | 192 | 127 | 192.57 | 20.04 | 15 |
Sunny
| 1 | 19.78 |
Summer
|
2022-03-08
|
S003
|
P0017
|
Electronics
|
South
| 101 | 46 | 72 | 59.1 | 48.78 | 0 |
Sunny
| 0 | 46.4 |
Spring
|
2022-03-08
|
S003
|
P0018
|
Groceries
|
South
| 445 | 159 | 114 | 174.66 | 86.66 | 5 |
Snowy
| 1 | 85.56 |
Autumn
|
2022-03-08
|
S003
|
P0019
|
Furniture
|
West
| 85 | 55 | 29 | 66.67 | 20.55 | 10 |
Sunny
| 1 | 16.65 |
Summer
|
2022-03-08
|
S003
|
P0020
|
Furniture
|
East
| 455 | 361 | 97 | 360.19 | 34.85 | 20 |
Snowy
| 1 | 30.64 |
Autumn
|
2022-03-08
|
S004
|
P0001
|
Groceries
|
East
| 319 | 89 | 25 | 91.46 | 11.47 | 5 |
Rainy
| 0 | 8.26 |
Summer
|
2022-03-08
|
S004
|
P0002
|
Furniture
|
North
| 157 | 17 | 191 | 23.83 | 98.69 | 5 |
Snowy
| 1 | 100.82 |
Winter
|
2022-03-08
|
S004
|
P0003
|
Toys
|
North
| 374 | 232 | 147 | 248.02 | 37.16 | 15 |
Snowy
| 0 | 35.87 |
Winter
|
2022-03-08
|
S004
|
P0004
|
Groceries
|
South
| 100 | 88 | 138 | 85.62 | 95.22 | 0 |
Snowy
| 1 | 96.3 |
Winter
|
2022-03-08
|
S004
|
P0005
|
Furniture
|
South
| 413 | 385 | 89 | 399.2 | 69.28 | 15 |
Sunny
| 1 | 69.19 |
Summer
|
2022-03-08
|
S004
|
P0006
|
Groceries
|
North
| 91 | 38 | 123 | 31.44 | 56.85 | 0 |
Cloudy
| 1 | 59.34 |
Autumn
|
2022-03-08
|
S004
|
P0007
|
Furniture
|
North
| 419 | 329 | 38 | 334.31 | 22.76 | 0 |
Snowy
| 0 | 22.87 |
Winter
|
2022-03-08
|
S004
|
P0008
|
Toys
|
North
| 408 | 51 | 28 | 57.65 | 39.62 | 15 |
Sunny
| 0 | 43.11 |
Autumn
|
2022-03-08
|
S004
|
P0009
|
Groceries
|
West
| 405 | 227 | 169 | 222.53 | 75.74 | 5 |
Cloudy
| 1 | 76.79 |
Winter
|
2022-03-08
|
S004
|
P0010
|
Toys
|
East
| 477 | 474 | 109 | 482.96 | 95.7 | 5 |
Snowy
| 1 | 99.22 |
Winter
|
2022-03-08
|
S004
|
P0011
|
Toys
|
West
| 88 | 85 | 33 | 102.62 | 75.25 | 10 |
Sunny
| 0 | 70.31 |
Winter
|
2022-03-08
|
S004
|
P0012
|
Clothing
|
West
| 455 | 138 | 179 | 141.19 | 16.09 | 10 |
Cloudy
| 1 | 14.51 |
Autumn
|
2022-03-08
|
S004
|
P0013
|
Furniture
|
East
| 178 | 20 | 65 | 29.88 | 70.62 | 20 |
Snowy
| 1 | 73.14 |
Winter
|
2022-03-08
|
S004
|
P0014
|
Furniture
|
North
| 426 | 239 | 67 | 248.01 | 11.58 | 20 |
Snowy
| 1 | 8.53 |
Summer
|
2022-03-08
|
S004
|
P0015
|
Furniture
|
North
| 330 | 142 | 30 | 134.41 | 32.22 | 20 |
Rainy
| 0 | 30.99 |
Winter
|
2022-03-08
|
S004
|
P0016
|
Furniture
|
West
| 71 | 42 | 158 | 43.47 | 87.46 | 0 |
Rainy
| 0 | 83.62 |
Autumn
|
2022-03-08
|
S004
|
P0017
|
Furniture
|
East
| 382 | 172 | 86 | 184.93 | 36 | 20 |
Cloudy
| 1 | 31.18 |
Summer
|
2022-03-08
|
S004
|
P0018
|
Clothing
|
North
| 90 | 24 | 49 | 27.72 | 35.45 | 10 |
Cloudy
| 0 | 38.02 |
Winter
|
2022-03-08
|
S004
|
P0019
|
Groceries
|
West
| 287 | 254 | 82 | 246.93 | 94.33 | 0 |
Cloudy
| 0 | 96.05 |
Summer
|
2022-03-08
|
S004
|
P0020
|
Groceries
|
North
| 160 | 70 | 151 | 80.03 | 31.3 | 10 |
Snowy
| 0 | 29.38 |
Winter
|
2022-03-08
|
S005
|
P0001
|
Electronics
|
South
| 327 | 318 | 86 | 320.96 | 94.5 | 5 |
Snowy
| 0 | 96.98 |
Winter
|
2022-03-08
|
S005
|
P0002
|
Electronics
|
East
| 143 | 17 | 191 | 11.95 | 70.05 | 0 |
Snowy
| 1 | 71.52 |
Summer
|
2022-03-08
|
S005
|
P0003
|
Toys
|
North
| 98 | 93 | 63 | 102.13 | 85.41 | 0 |
Sunny
| 0 | 89.27 |
Spring
|
2022-03-08
|
S005
|
P0004
|
Groceries
|
South
| 243 | 206 | 118 | 196.13 | 76.76 | 10 |
Rainy
| 1 | 80.31 |
Autumn
|
2022-03-08
|
S005
|
P0005
|
Electronics
|
South
| 392 | 256 | 87 | 273.18 | 57.57 | 10 |
Cloudy
| 1 | 59.04 |
Summer
|
2022-03-08
|
S005
|
P0006
|
Groceries
|
West
| 52 | 11 | 26 | 14.19 | 52.68 | 15 |
Rainy
| 0 | 51.98 |
Winter
|
2022-03-08
|
S005
|
P0007
|
Groceries
|
South
| 374 | 170 | 93 | 168.07 | 98.84 | 20 |
Sunny
| 1 | 96.63 |
Autumn
|
2022-03-08
|
S005
|
P0008
|
Toys
|
East
| 123 | 28 | 58 | 32.76 | 57.66 | 10 |
Rainy
| 1 | 62.48 |
Spring
|
2022-03-08
|
S005
|
P0009
|
Furniture
|
North
| 348 | 214 | 162 | 215.03 | 25.28 | 20 |
Rainy
| 0 | 22.47 |
Winter
|
2022-03-08
|
S005
|
P0010
|
Furniture
|
North
| 186 | 0 | 139 | -0.61 | 56.51 | 0 |
Cloudy
| 0 | 54 |
Winter
|
2022-03-08
|
S005
|
P0011
|
Electronics
|
North
| 141 | 93 | 44 | 111.24 | 55.21 | 10 |
Cloudy
| 1 | 57.18 |
Autumn
|
2022-03-08
|
S005
|
P0012
|
Groceries
|
North
| 87 | 33 | 192 | 26.11 | 68.51 | 0 |
Rainy
| 1 | 65.48 |
Winter
|
2022-03-08
|
S005
|
P0013
|
Electronics
|
East
| 488 | 306 | 21 | 302.99 | 91.79 | 10 |
Sunny
| 0 | 95.61 |
Winter
|
2022-03-08
|
S005
|
P0014
|
Electronics
|
West
| 459 | 120 | 177 | 138.01 | 20.42 | 5 |
Snowy
| 1 | 22.81 |
Spring
|
2022-03-08
|
S005
|
P0015
|
Clothing
|
West
| 481 | 405 | 80 | 416.5 | 96.44 | 5 |
Sunny
| 1 | 97.22 |
Summer
|
2022-03-08
|
S005
|
P0016
|
Clothing
|
East
| 190 | 139 | 71 | 153.25 | 83.77 | 10 |
Cloudy
| 0 | 86.11 |
Summer
|
2022-03-08
|
S005
|
P0017
|
Furniture
|
East
| 286 | 25 | 39 | 18.32 | 82.84 | 15 |
Snowy
| 1 | 86.24 |
Summer
|
2022-03-08
|
S005
|
P0018
|
Clothing
|
West
| 214 | 138 | 76 | 152.23 | 22.92 | 5 |
Cloudy
| 0 | 23.3 |
Autumn
|
2022-03-08
|
S005
|
P0019
|
Furniture
|
South
| 301 | 286 | 22 | 294.88 | 33.13 | 5 |
Sunny
| 1 | 30.95 |
Summer
|
2022-03-08
|
S005
|
P0020
|
Toys
|
North
| 481 | 442 | 140 | 451.95 | 21.43 | 20 |
Sunny
| 0 | 22.65 |
Winter
|
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