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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022-03-12
|
S001
|
P0001
|
Electronics
|
East
| 210 | 194 | 144 | 196.14 | 91.91 | 5 |
Rainy
| 1 | 90.84 |
Autumn
|
2022-03-12
|
S001
|
P0002
|
Toys
|
West
| 491 | 307 | 39 | 314.74 | 64.71 | 0 |
Cloudy
| 1 | 61.87 |
Autumn
|
2022-03-12
|
S001
|
P0003
|
Groceries
|
South
| 191 | 59 | 128 | 68.35 | 22.83 | 10 |
Cloudy
| 0 | 25.83 |
Summer
|
2022-03-12
|
S001
|
P0004
|
Electronics
|
South
| 292 | 135 | 60 | 140.53 | 13.74 | 5 |
Snowy
| 1 | 9.85 |
Winter
|
2022-03-12
|
S001
|
P0005
|
Electronics
|
East
| 428 | 19 | 183 | 11.86 | 63.69 | 20 |
Cloudy
| 0 | 62.73 |
Winter
|
2022-03-12
|
S001
|
P0006
|
Electronics
|
West
| 490 | 431 | 175 | 428.66 | 94.07 | 5 |
Sunny
| 1 | 95.34 |
Spring
|
2022-03-12
|
S001
|
P0007
|
Furniture
|
East
| 490 | 10 | 33 | 14.43 | 18.96 | 10 |
Cloudy
| 1 | 20.24 |
Winter
|
2022-03-12
|
S001
|
P0008
|
Furniture
|
West
| 306 | 170 | 114 | 179.27 | 69.59 | 20 |
Cloudy
| 1 | 71.95 |
Summer
|
2022-03-12
|
S001
|
P0009
|
Groceries
|
South
| 84 | 59 | 143 | 61.24 | 64.42 | 15 |
Cloudy
| 1 | 65.78 |
Winter
|
2022-03-12
|
S001
|
P0010
|
Furniture
|
North
| 287 | 60 | 114 | 59.78 | 73.75 | 0 |
Rainy
| 0 | 69.44 |
Summer
|
2022-03-12
|
S001
|
P0011
|
Clothing
|
East
| 478 | 154 | 199 | 156.67 | 79.13 | 10 |
Rainy
| 1 | 77.93 |
Spring
|
2022-03-12
|
S001
|
P0012
|
Groceries
|
South
| 321 | 35 | 50 | 45.89 | 96.18 | 0 |
Snowy
| 1 | 98.07 |
Winter
|
2022-03-12
|
S001
|
P0013
|
Toys
|
North
| 312 | 218 | 53 | 209.96 | 92.5 | 10 |
Sunny
| 1 | 92.56 |
Autumn
|
2022-03-12
|
S001
|
P0014
|
Electronics
|
South
| 166 | 32 | 186 | 36.24 | 31.87 | 0 |
Cloudy
| 1 | 31.07 |
Spring
|
2022-03-12
|
S001
|
P0015
|
Toys
|
North
| 136 | 32 | 83 | 22.21 | 64.84 | 15 |
Sunny
| 1 | 64.41 |
Spring
|
2022-03-12
|
S001
|
P0016
|
Electronics
|
North
| 260 | 75 | 137 | 94.08 | 70.24 | 0 |
Snowy
| 0 | 70.29 |
Winter
|
2022-03-12
|
S001
|
P0017
|
Furniture
|
East
| 480 | 299 | 141 | 317.85 | 57.19 | 0 |
Rainy
| 0 | 52.52 |
Autumn
|
2022-03-12
|
S001
|
P0018
|
Electronics
|
North
| 357 | 196 | 140 | 208.87 | 62.46 | 15 |
Cloudy
| 1 | 60.78 |
Winter
|
2022-03-12
|
S001
|
P0019
|
Clothing
|
North
| 450 | 84 | 43 | 90.46 | 17.43 | 5 |
Cloudy
| 1 | 16.89 |
Autumn
|
2022-03-12
|
S001
|
P0020
|
Clothing
|
East
| 72 | 32 | 187 | 43.92 | 40.91 | 0 |
Snowy
| 1 | 45.51 |
Autumn
|
2022-03-12
|
S002
|
P0001
|
Clothing
|
East
| 307 | 93 | 100 | 96.16 | 53.95 | 5 |
Rainy
| 0 | 49.11 |
Winter
|
2022-03-12
|
S002
|
P0002
|
Groceries
|
East
| 383 | 165 | 75 | 168.06 | 60.85 | 10 |
Snowy
| 0 | 62.64 |
Spring
|
2022-03-12
|
S002
|
P0003
|
Furniture
|
North
| 119 | 52 | 171 | 59.76 | 74.52 | 20 |
Rainy
| 1 | 70.86 |
Winter
|
2022-03-12
|
S002
|
P0004
|
Clothing
|
North
| 322 | 47 | 49 | 41.44 | 23.68 | 20 |
Snowy
| 1 | 23.03 |
Winter
|
2022-03-12
|
S002
|
P0005
|
Furniture
|
East
| 384 | 175 | 48 | 186.54 | 99.91 | 0 |
Snowy
| 0 | 95.69 |
Summer
|
2022-03-12
|
S002
|
P0006
|
Groceries
|
South
| 181 | 67 | 118 | 64.12 | 59.91 | 10 |
Cloudy
| 1 | 61.01 |
Spring
|
2022-03-12
|
S002
|
P0007
|
Groceries
|
West
| 128 | 106 | 55 | 97.35 | 12.98 | 0 |
Snowy
| 0 | 17.01 |
Winter
|
2022-03-12
|
S002
|
P0008
|
Groceries
|
North
| 482 | 53 | 188 | 66.66 | 96.48 | 10 |
Sunny
| 1 | 99.31 |
Autumn
|
2022-03-12
|
S002
|
P0009
|
Clothing
|
North
| 92 | 82 | 33 | 74.92 | 14.52 | 20 |
Sunny
| 0 | 10.97 |
Summer
|
2022-03-12
|
S002
|
P0010
|
Toys
|
West
| 326 | 238 | 121 | 253.89 | 58.16 | 15 |
Sunny
| 1 | 55.52 |
Winter
|
2022-03-12
|
S002
|
P0011
|
Furniture
|
East
| 145 | 120 | 115 | 119.1 | 27.72 | 10 |
Cloudy
| 0 | 27.53 |
Spring
|
2022-03-12
|
S002
|
P0012
|
Electronics
|
East
| 190 | 133 | 69 | 126.86 | 34.12 | 20 |
Cloudy
| 1 | 35.02 |
Summer
|
2022-03-12
|
S002
|
P0013
|
Groceries
|
North
| 149 | 38 | 56 | 51.07 | 79.53 | 5 |
Snowy
| 0 | 78.21 |
Spring
|
2022-03-12
|
S002
|
P0014
|
Furniture
|
West
| 310 | 139 | 162 | 139.89 | 16.07 | 15 |
Cloudy
| 1 | 12.25 |
Autumn
|
2022-03-12
|
S002
|
P0015
|
Toys
|
West
| 178 | 53 | 48 | 63.09 | 86.47 | 20 |
Sunny
| 1 | 88.62 |
Spring
|
2022-03-12
|
S002
|
P0016
|
Toys
|
East
| 224 | 222 | 147 | 215.01 | 57.2 | 10 |
Cloudy
| 0 | 54.41 |
Autumn
|
2022-03-12
|
S002
|
P0017
|
Clothing
|
East
| 416 | 50 | 93 | 58.84 | 65.88 | 15 |
Rainy
| 1 | 62.65 |
Winter
|
2022-03-12
|
S002
|
P0018
|
Electronics
|
East
| 247 | 164 | 183 | 157.64 | 89.08 | 15 |
Snowy
| 1 | 90.06 |
Spring
|
2022-03-12
|
S002
|
P0019
|
Electronics
|
South
| 212 | 102 | 27 | 99.89 | 78.36 | 5 |
Cloudy
| 1 | 76.92 |
Summer
|
2022-03-12
|
S002
|
P0020
|
Clothing
|
West
| 91 | 29 | 92 | 19.64 | 20.12 | 10 |
Rainy
| 0 | 16.95 |
Spring
|
2022-03-12
|
S003
|
P0001
|
Clothing
|
South
| 443 | 249 | 150 | 247.87 | 31.22 | 5 |
Rainy
| 0 | 35.29 |
Autumn
|
2022-03-12
|
S003
|
P0002
|
Furniture
|
West
| 246 | 40 | 157 | 52.16 | 23.76 | 10 |
Rainy
| 1 | 19.1 |
Spring
|
2022-03-12
|
S003
|
P0003
|
Toys
|
South
| 209 | 130 | 181 | 128.51 | 29.73 | 20 |
Cloudy
| 0 | 28.81 |
Winter
|
2022-03-12
|
S003
|
P0004
|
Furniture
|
South
| 173 | 51 | 105 | 49.22 | 13.57 | 15 |
Rainy
| 1 | 18.44 |
Summer
|
2022-03-12
|
S003
|
P0005
|
Toys
|
North
| 214 | 28 | 143 | 30.67 | 63.89 | 10 |
Snowy
| 0 | 61.88 |
Winter
|
2022-03-12
|
S003
|
P0006
|
Furniture
|
North
| 398 | 386 | 181 | 386.35 | 84.32 | 20 |
Cloudy
| 0 | 85.79 |
Winter
|
2022-03-12
|
S003
|
P0007
|
Clothing
|
South
| 108 | 99 | 190 | 92.33 | 85.61 | 10 |
Cloudy
| 0 | 90.55 |
Autumn
|
2022-03-12
|
S003
|
P0008
|
Toys
|
West
| 93 | 45 | 168 | 51.95 | 27.35 | 10 |
Cloudy
| 0 | 26.17 |
Summer
|
2022-03-12
|
S003
|
P0009
|
Clothing
|
East
| 59 | 32 | 41 | 38.11 | 83.2 | 0 |
Snowy
| 0 | 79.85 |
Spring
|
2022-03-12
|
S003
|
P0010
|
Furniture
|
North
| 209 | 2 | 149 | -6.69 | 97.3 | 5 |
Snowy
| 0 | 98.25 |
Autumn
|
2022-03-12
|
S003
|
P0011
|
Toys
|
North
| 264 | 77 | 63 | 90.56 | 76.03 | 0 |
Snowy
| 1 | 73.81 |
Spring
|
2022-03-12
|
S003
|
P0012
|
Clothing
|
North
| 362 | 43 | 187 | 37.16 | 93.87 | 0 |
Sunny
| 1 | 92.9 |
Summer
|
2022-03-12
|
S003
|
P0013
|
Toys
|
East
| 410 | 113 | 110 | 118.99 | 46.9 | 15 |
Snowy
| 0 | 45.39 |
Summer
|
2022-03-12
|
S003
|
P0014
|
Toys
|
South
| 192 | 144 | 110 | 139.58 | 49.67 | 20 |
Snowy
| 1 | 50.4 |
Spring
|
2022-03-12
|
S003
|
P0015
|
Toys
|
South
| 154 | 76 | 138 | 81.44 | 94.23 | 20 |
Snowy
| 1 | 95.91 |
Autumn
|
2022-03-12
|
S003
|
P0016
|
Toys
|
East
| 450 | 273 | 145 | 267.55 | 37.2 | 15 |
Sunny
| 0 | 32.44 |
Summer
|
2022-03-12
|
S003
|
P0017
|
Groceries
|
North
| 104 | 48 | 76 | 60.17 | 39.7 | 5 |
Sunny
| 1 | 36.62 |
Summer
|
2022-03-12
|
S003
|
P0018
|
Electronics
|
South
| 59 | 4 | 21 | 1.8 | 35.54 | 10 |
Rainy
| 0 | 38.22 |
Autumn
|
2022-03-12
|
S003
|
P0019
|
Furniture
|
West
| 65 | 37 | 38 | 27.56 | 38.12 | 0 |
Snowy
| 1 | 40.65 |
Autumn
|
2022-03-12
|
S003
|
P0020
|
Furniture
|
East
| 431 | 286 | 29 | 281.3 | 45.11 | 5 |
Rainy
| 0 | 44.31 |
Summer
|
2022-03-12
|
S004
|
P0001
|
Groceries
|
East
| 425 | 329 | 162 | 332.36 | 78.18 | 15 |
Cloudy
| 0 | 76.71 |
Summer
|
2022-03-12
|
S004
|
P0002
|
Electronics
|
North
| 379 | 355 | 34 | 345.75 | 22.24 | 20 |
Cloudy
| 0 | 17.52 |
Autumn
|
2022-03-12
|
S004
|
P0003
|
Electronics
|
South
| 167 | 19 | 113 | 38.66 | 82.66 | 10 |
Sunny
| 1 | 84.14 |
Autumn
|
2022-03-12
|
S004
|
P0004
|
Furniture
|
South
| 137 | 97 | 63 | 108.47 | 88.9 | 15 |
Rainy
| 1 | 88.79 |
Summer
|
2022-03-12
|
S004
|
P0005
|
Toys
|
East
| 290 | 252 | 69 | 254.51 | 51.99 | 15 |
Sunny
| 0 | 50.82 |
Summer
|
2022-03-12
|
S004
|
P0006
|
Clothing
|
West
| 335 | 66 | 140 | 68.14 | 61.9 | 15 |
Cloudy
| 0 | 63.07 |
Winter
|
2022-03-12
|
S004
|
P0007
|
Clothing
|
East
| 244 | 209 | 193 | 220.64 | 27.68 | 0 |
Rainy
| 1 | 22.99 |
Winter
|
2022-03-12
|
S004
|
P0008
|
Toys
|
South
| 363 | 302 | 149 | 293.23 | 63.9 | 10 |
Cloudy
| 0 | 65.18 |
Winter
|
2022-03-12
|
S004
|
P0009
|
Groceries
|
South
| 482 | 444 | 59 | 450.46 | 50.5 | 20 |
Snowy
| 1 | 55.11 |
Autumn
|
2022-03-12
|
S004
|
P0010
|
Groceries
|
North
| 220 | 162 | 50 | 177.46 | 19.9 | 10 |
Sunny
| 0 | 22.13 |
Spring
|
2022-03-12
|
S004
|
P0011
|
Furniture
|
West
| 499 | 113 | 21 | 116.82 | 34.61 | 5 |
Sunny
| 1 | 36.63 |
Autumn
|
2022-03-12
|
S004
|
P0012
|
Electronics
|
North
| 368 | 332 | 98 | 346.33 | 38.97 | 15 |
Snowy
| 1 | 42.16 |
Winter
|
2022-03-12
|
S004
|
P0013
|
Toys
|
West
| 91 | 6 | 26 | 0.95 | 41.05 | 0 |
Cloudy
| 1 | 44.36 |
Winter
|
2022-03-12
|
S004
|
P0014
|
Furniture
|
North
| 308 | 217 | 158 | 212.98 | 83.8 | 0 |
Rainy
| 0 | 81.15 |
Spring
|
2022-03-12
|
S004
|
P0015
|
Electronics
|
East
| 341 | 0 | 26 | 3.51 | 21.51 | 5 |
Cloudy
| 0 | 16.84 |
Spring
|
2022-03-12
|
S004
|
P0016
|
Electronics
|
East
| 126 | 92 | 61 | 88.42 | 18.55 | 20 |
Sunny
| 0 | 14.76 |
Winter
|
2022-03-12
|
S004
|
P0017
|
Toys
|
South
| 59 | 18 | 194 | 10.87 | 97.25 | 5 |
Sunny
| 0 | 99.88 |
Autumn
|
2022-03-12
|
S004
|
P0018
|
Groceries
|
East
| 306 | 207 | 173 | 208.87 | 51.61 | 0 |
Snowy
| 0 | 54.45 |
Autumn
|
2022-03-12
|
S004
|
P0019
|
Electronics
|
West
| 209 | 40 | 95 | 51.02 | 79.38 | 15 |
Sunny
| 1 | 81.85 |
Autumn
|
2022-03-12
|
S004
|
P0020
|
Groceries
|
East
| 241 | 214 | 168 | 221.15 | 78.97 | 10 |
Snowy
| 1 | 74.23 |
Winter
|
2022-03-12
|
S005
|
P0001
|
Electronics
|
East
| 173 | 170 | 78 | 167.86 | 16.1 | 0 |
Cloudy
| 1 | 16.47 |
Spring
|
2022-03-12
|
S005
|
P0002
|
Toys
|
East
| 269 | 252 | 194 | 271.67 | 58.22 | 10 |
Snowy
| 1 | 58.6 |
Spring
|
2022-03-12
|
S005
|
P0003
|
Toys
|
South
| 359 | 331 | 71 | 322.71 | 57.68 | 0 |
Snowy
| 0 | 54.36 |
Autumn
|
2022-03-12
|
S005
|
P0004
|
Toys
|
East
| 401 | 397 | 150 | 396.56 | 74.33 | 20 |
Snowy
| 1 | 75.46 |
Summer
|
2022-03-12
|
S005
|
P0005
|
Groceries
|
West
| 97 | 2 | 40 | 4.49 | 26.34 | 10 |
Rainy
| 0 | 30.25 |
Winter
|
2022-03-12
|
S005
|
P0006
|
Furniture
|
North
| 379 | 209 | 56 | 209.06 | 52.35 | 10 |
Rainy
| 0 | 48.26 |
Summer
|
2022-03-12
|
S005
|
P0007
|
Groceries
|
North
| 437 | 320 | 140 | 319.76 | 46.12 | 15 |
Cloudy
| 0 | 51.08 |
Summer
|
2022-03-12
|
S005
|
P0008
|
Clothing
|
East
| 457 | 157 | 195 | 158.24 | 60.5 | 20 |
Rainy
| 0 | 59.33 |
Spring
|
2022-03-12
|
S005
|
P0009
|
Toys
|
South
| 354 | 227 | 186 | 239.46 | 42.15 | 15 |
Snowy
| 1 | 45.46 |
Spring
|
2022-03-12
|
S005
|
P0010
|
Furniture
|
North
| 450 | 255 | 161 | 270.98 | 56.46 | 20 |
Cloudy
| 0 | 54.74 |
Summer
|
2022-03-12
|
S005
|
P0011
|
Toys
|
North
| 86 | 49 | 120 | 68.84 | 67.5 | 15 |
Cloudy
| 0 | 68.84 |
Spring
|
2022-03-12
|
S005
|
P0012
|
Furniture
|
South
| 196 | 142 | 102 | 154.76 | 47.67 | 5 |
Rainy
| 1 | 50.2 |
Autumn
|
2022-03-12
|
S005
|
P0013
|
Groceries
|
South
| 277 | 38 | 177 | 29.31 | 58.9 | 20 |
Snowy
| 1 | 55.14 |
Spring
|
2022-03-12
|
S005
|
P0014
|
Furniture
|
West
| 64 | 5 | 162 | 1.95 | 76.59 | 10 |
Rainy
| 1 | 72.04 |
Summer
|
2022-03-12
|
S005
|
P0015
|
Electronics
|
South
| 356 | 324 | 188 | 334.1 | 39.06 | 20 |
Snowy
| 0 | 35.12 |
Winter
|
2022-03-12
|
S005
|
P0016
|
Toys
|
North
| 178 | 107 | 173 | 108.63 | 80.64 | 0 |
Cloudy
| 1 | 77.92 |
Spring
|
2022-03-12
|
S005
|
P0017
|
Clothing
|
South
| 374 | 355 | 65 | 365.48 | 49.01 | 10 |
Cloudy
| 1 | 45.67 |
Winter
|
2022-03-12
|
S005
|
P0018
|
Toys
|
West
| 272 | 33 | 180 | 48.01 | 31.68 | 10 |
Cloudy
| 0 | 28.77 |
Summer
|
2022-03-12
|
S005
|
P0019
|
Groceries
|
West
| 406 | 79 | 46 | 97.1 | 38.59 | 10 |
Cloudy
| 0 | 42.84 |
Spring
|
2022-03-12
|
S005
|
P0020
|
Toys
|
North
| 472 | 434 | 66 | 426.07 | 46.61 | 5 |
Rainy
| 0 | 47.57 |
Autumn
|
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