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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023-12-24
|
S001
|
P0001
|
Furniture
|
South
| 455
| 342
| 63
| 353.62
| 21.53
| 5
|
Rainy
| 1
| 21.7
|
Winter
|
2023-12-24
|
S001
|
P0002
|
Groceries
|
West
| 227
| 155
| 119
| 174.89
| 10.55
| 15
|
Snowy
| 1
| 8.46
|
Winter
|
2023-12-24
|
S001
|
P0003
|
Toys
|
East
| 216
| 107
| 79
| 115.55
| 62.79
| 15
|
Cloudy
| 1
| 59.28
|
Winter
|
2023-12-24
|
S001
|
P0004
|
Furniture
|
North
| 227
| 110
| 193
| 101.85
| 38.04
| 5
|
Cloudy
| 0
| 37.88
|
Summer
|
2023-12-24
|
S001
|
P0005
|
Electronics
|
South
| 378
| 98
| 33
| 112.57
| 11.7
| 0
|
Snowy
| 0
| 10.34
|
Summer
|
2023-12-24
|
S001
|
P0006
|
Toys
|
West
| 384
| 21
| 131
| 40.51
| 56.07
| 10
|
Sunny
| 0
| 59.22
|
Autumn
|
2023-12-24
|
S001
|
P0007
|
Groceries
|
North
| 133
| 62
| 197
| 55.33
| 25.58
| 15
|
Rainy
| 0
| 26
|
Spring
|
2023-12-24
|
S001
|
P0008
|
Electronics
|
East
| 231
| 83
| 156
| 102.58
| 96.99
| 20
|
Cloudy
| 1
| 97.48
|
Winter
|
2023-12-24
|
S001
|
P0009
|
Furniture
|
West
| 170
| 50
| 133
| 46.57
| 57.14
| 15
|
Rainy
| 1
| 57.21
|
Winter
|
2023-12-24
|
S001
|
P0010
|
Furniture
|
South
| 341
| 185
| 27
| 195.98
| 91.6
| 20
|
Snowy
| 0
| 93.51
|
Autumn
|
2023-12-24
|
S001
|
P0011
|
Toys
|
North
| 456
| 124
| 131
| 134.79
| 18
| 10
|
Rainy
| 0
| 13.31
|
Autumn
|
2023-12-24
|
S001
|
P0012
|
Furniture
|
North
| 339
| 325
| 68
| 328.04
| 75.38
| 10
|
Rainy
| 1
| 76.8
|
Spring
|
2023-12-24
|
S001
|
P0013
|
Toys
|
West
| 137
| 58
| 132
| 59.6
| 33.04
| 10
|
Rainy
| 0
| 36.3
|
Summer
|
2023-12-24
|
S001
|
P0014
|
Toys
|
East
| 238
| 149
| 129
| 141.31
| 45.41
| 5
|
Cloudy
| 0
| 44.97
|
Autumn
|
2023-12-24
|
S001
|
P0015
|
Groceries
|
West
| 197
| 60
| 82
| 74.75
| 71.95
| 15
|
Snowy
| 0
| 68.1
|
Winter
|
2023-12-24
|
S001
|
P0016
|
Groceries
|
South
| 473
| 233
| 145
| 238.05
| 52.86
| 5
|
Cloudy
| 0
| 55.86
|
Summer
|
2023-12-24
|
S001
|
P0017
|
Furniture
|
West
| 167
| 33
| 106
| 29.8
| 93.83
| 10
|
Snowy
| 0
| 94.95
|
Summer
|
2023-12-24
|
S001
|
P0018
|
Electronics
|
South
| 192
| 146
| 22
| 156.64
| 57.42
| 5
|
Sunny
| 1
| 57.45
|
Summer
|
2023-12-24
|
S001
|
P0019
|
Electronics
|
East
| 485
| 416
| 174
| 422.74
| 58.04
| 15
|
Sunny
| 1
| 61.1
|
Spring
|
2023-12-24
|
S001
|
P0020
|
Toys
|
South
| 328
| 62
| 194
| 65.34
| 13.26
| 10
|
Rainy
| 1
| 16.85
|
Autumn
|
2023-12-24
|
S002
|
P0001
|
Toys
|
South
| 261
| 224
| 105
| 239.72
| 62.35
| 20
|
Sunny
| 0
| 59.63
|
Autumn
|
2023-12-24
|
S002
|
P0002
|
Furniture
|
South
| 353
| 78
| 64
| 86.92
| 85.05
| 10
|
Cloudy
| 1
| 88.51
|
Winter
|
2023-12-24
|
S002
|
P0003
|
Electronics
|
North
| 228
| 146
| 101
| 138.24
| 68.65
| 5
|
Rainy
| 1
| 66.52
|
Spring
|
2023-12-24
|
S002
|
P0004
|
Clothing
|
South
| 149
| 99
| 59
| 116.2
| 40.14
| 0
|
Rainy
| 1
| 39.68
|
Winter
|
2023-12-24
|
S002
|
P0005
|
Clothing
|
East
| 196
| 103
| 88
| 122.21
| 43.48
| 10
|
Sunny
| 1
| 43.08
|
Winter
|
2023-12-24
|
S002
|
P0006
|
Toys
|
South
| 76
| 37
| 131
| 40.26
| 40.71
| 10
|
Snowy
| 1
| 39.06
|
Winter
|
2023-12-24
|
S002
|
P0007
|
Electronics
|
North
| 247
| 221
| 59
| 226.3
| 30.85
| 15
|
Cloudy
| 0
| 27.3
|
Autumn
|
2023-12-24
|
S002
|
P0008
|
Groceries
|
West
| 402
| 366
| 90
| 378.05
| 79.04
| 10
|
Snowy
| 0
| 81.69
|
Spring
|
2023-12-24
|
S002
|
P0009
|
Toys
|
East
| 274
| 258
| 103
| 267.77
| 82.71
| 15
|
Rainy
| 1
| 85.4
|
Summer
|
2023-12-24
|
S002
|
P0010
|
Electronics
|
South
| 112
| 73
| 42
| 71.82
| 15.46
| 20
|
Snowy
| 1
| 12.46
|
Summer
|
2023-12-24
|
S002
|
P0011
|
Electronics
|
North
| 206
| 196
| 88
| 205.68
| 85.1
| 15
|
Snowy
| 1
| 87.86
|
Winter
|
2023-12-24
|
S002
|
P0012
|
Electronics
|
South
| 471
| 207
| 185
| 219.77
| 36.87
| 0
|
Cloudy
| 1
| 35.42
|
Autumn
|
2023-12-24
|
S002
|
P0013
|
Furniture
|
East
| 362
| 193
| 165
| 207.79
| 59.39
| 5
|
Cloudy
| 1
| 60.45
|
Autumn
|
2023-12-24
|
S002
|
P0014
|
Electronics
|
North
| 395
| 273
| 165
| 272.86
| 21.76
| 15
|
Cloudy
| 1
| 25.36
|
Winter
|
2023-12-24
|
S002
|
P0015
|
Groceries
|
North
| 107
| 43
| 143
| 35.2
| 58.8
| 5
|
Sunny
| 0
| 61.7
|
Autumn
|
2023-12-24
|
S002
|
P0016
|
Toys
|
South
| 441
| 174
| 140
| 178.37
| 71.15
| 15
|
Snowy
| 1
| 67.58
|
Spring
|
2023-12-24
|
S002
|
P0017
|
Toys
|
West
| 183
| 148
| 199
| 160.15
| 53.02
| 15
|
Snowy
| 1
| 50.75
|
Summer
|
2023-12-24
|
S002
|
P0018
|
Electronics
|
South
| 125
| 58
| 52
| 56.6
| 62.24
| 15
|
Sunny
| 1
| 58.92
|
Winter
|
2023-12-24
|
S002
|
P0019
|
Electronics
|
North
| 72
| 69
| 110
| 67.33
| 12.84
| 5
|
Snowy
| 1
| 12.56
|
Summer
|
2023-12-24
|
S002
|
P0020
|
Toys
|
North
| 112
| 111
| 142
| 120.43
| 97.99
| 10
|
Snowy
| 0
| 99.95
|
Autumn
|
2023-12-24
|
S003
|
P0001
|
Clothing
|
East
| 434
| 183
| 143
| 173.21
| 98.61
| 20
|
Cloudy
| 1
| 99.46
|
Spring
|
2023-12-24
|
S003
|
P0002
|
Electronics
|
East
| 489
| 217
| 108
| 218.38
| 29.38
| 5
|
Snowy
| 0
| 24.51
|
Winter
|
2023-12-24
|
S003
|
P0003
|
Groceries
|
North
| 93
| 59
| 123
| 53.14
| 81.29
| 15
|
Rainy
| 0
| 81.45
|
Spring
|
2023-12-24
|
S003
|
P0004
|
Toys
|
North
| 52
| 22
| 196
| 30.11
| 75.34
| 0
|
Sunny
| 1
| 75.82
|
Winter
|
2023-12-24
|
S003
|
P0005
|
Toys
|
South
| 126
| 62
| 78
| 57.64
| 30.7
| 15
|
Cloudy
| 0
| 35.66
|
Autumn
|
2023-12-24
|
S003
|
P0006
|
Groceries
|
East
| 303
| 21
| 128
| 39.34
| 34.06
| 15
|
Rainy
| 1
| 31.3
|
Autumn
|
2023-12-24
|
S003
|
P0007
|
Toys
|
North
| 492
| 212
| 64
| 208.38
| 24.87
| 10
|
Sunny
| 1
| 21.65
|
Summer
|
2023-12-24
|
S003
|
P0008
|
Groceries
|
East
| 425
| 6
| 113
| 13.04
| 83.69
| 15
|
Sunny
| 1
| 80.07
|
Summer
|
2023-12-24
|
S003
|
P0009
|
Clothing
|
South
| 271
| 14
| 176
| 29.78
| 43.42
| 15
|
Snowy
| 1
| 45.76
|
Spring
|
2023-12-24
|
S003
|
P0010
|
Furniture
|
South
| 100
| 71
| 92
| 65.07
| 75.66
| 5
|
Sunny
| 0
| 78.12
|
Spring
|
2023-12-24
|
S003
|
P0011
|
Toys
|
South
| 269
| 49
| 164
| 62.13
| 17.73
| 15
|
Cloudy
| 1
| 14.38
|
Autumn
|
2023-12-24
|
S003
|
P0012
|
Furniture
|
North
| 375
| 357
| 70
| 375.48
| 91.72
| 15
|
Cloudy
| 1
| 88.25
|
Winter
|
2023-12-24
|
S003
|
P0013
|
Clothing
|
East
| 253
| 70
| 108
| 62.65
| 85.94
| 15
|
Sunny
| 0
| 85.14
|
Winter
|
2023-12-24
|
S003
|
P0014
|
Electronics
|
West
| 442
| 267
| 27
| 283.18
| 18.51
| 20
|
Sunny
| 0
| 17.03
|
Spring
|
2023-12-24
|
S003
|
P0015
|
Toys
|
West
| 189
| 106
| 136
| 118.17
| 82.32
| 0
|
Sunny
| 1
| 81.07
|
Spring
|
2023-12-24
|
S003
|
P0016
|
Furniture
|
South
| 105
| 11
| 113
| 17.85
| 33.61
| 10
|
Cloudy
| 0
| 35.89
|
Winter
|
2023-12-24
|
S003
|
P0017
|
Furniture
|
South
| 257
| 18
| 81
| 16.28
| 13.82
| 15
|
Sunny
| 1
| 9.82
|
Winter
|
2023-12-24
|
S003
|
P0018
|
Clothing
|
South
| 388
| 249
| 144
| 246.39
| 33.47
| 15
|
Snowy
| 0
| 38.05
|
Spring
|
2023-12-24
|
S003
|
P0019
|
Furniture
|
East
| 381
| 334
| 200
| 341.6
| 29.69
| 15
|
Sunny
| 0
| 30.43
|
Winter
|
2023-12-24
|
S003
|
P0020
|
Toys
|
East
| 176
| 165
| 191
| 169.87
| 43.01
| 5
|
Snowy
| 0
| 47.62
|
Summer
|
2023-12-24
|
S004
|
P0001
|
Groceries
|
West
| 143
| 134
| 186
| 149.48
| 53.67
| 15
|
Snowy
| 1
| 56.53
|
Autumn
|
2023-12-24
|
S004
|
P0002
|
Groceries
|
South
| 469
| 365
| 99
| 361.44
| 84.33
| 15
|
Cloudy
| 1
| 79.71
|
Winter
|
2023-12-24
|
S004
|
P0003
|
Electronics
|
North
| 415
| 55
| 68
| 62.92
| 97.44
| 20
|
Cloudy
| 0
| 99.4
|
Autumn
|
2023-12-24
|
S004
|
P0004
|
Clothing
|
South
| 436
| 173
| 167
| 192.12
| 49.46
| 15
|
Snowy
| 1
| 52.2
|
Autumn
|
2023-12-24
|
S004
|
P0005
|
Groceries
|
East
| 418
| 257
| 38
| 248.25
| 48.13
| 0
|
Rainy
| 0
| 46.08
|
Summer
|
2023-12-24
|
S004
|
P0006
|
Furniture
|
North
| 58
| 23
| 75
| 15.86
| 51.54
| 15
|
Cloudy
| 0
| 55.12
|
Summer
|
2023-12-24
|
S004
|
P0007
|
Furniture
|
East
| 249
| 4
| 76
| -2.85
| 50.76
| 20
|
Snowy
| 1
| 49.57
|
Summer
|
2023-12-24
|
S004
|
P0008
|
Groceries
|
West
| 426
| 248
| 182
| 260.74
| 14.43
| 15
|
Sunny
| 0
| 12.68
|
Winter
|
2023-12-24
|
S004
|
P0009
|
Clothing
|
North
| 338
| 201
| 90
| 191.24
| 43.35
| 20
|
Rainy
| 0
| 45.83
|
Spring
|
2023-12-24
|
S004
|
P0010
|
Toys
|
West
| 287
| 79
| 180
| 82.16
| 78.96
| 20
|
Rainy
| 1
| 78.81
|
Winter
|
2023-12-24
|
S004
|
P0011
|
Clothing
|
East
| 139
| 2
| 68
| 7.13
| 76.54
| 0
|
Sunny
| 1
| 74.81
|
Spring
|
2023-12-24
|
S004
|
P0012
|
Groceries
|
West
| 113
| 93
| 195
| 109.78
| 12.38
| 10
|
Snowy
| 0
| 10.4
|
Autumn
|
2023-12-24
|
S004
|
P0013
|
Furniture
|
West
| 264
| 172
| 83
| 167.88
| 23.05
| 15
|
Sunny
| 1
| 24.54
|
Summer
|
2023-12-24
|
S004
|
P0014
|
Groceries
|
North
| 459
| 209
| 25
| 205.66
| 61.29
| 20
|
Sunny
| 0
| 57.41
|
Winter
|
2023-12-24
|
S004
|
P0015
|
Furniture
|
North
| 128
| 88
| 140
| 83.01
| 38.44
| 10
|
Snowy
| 1
| 37.16
|
Winter
|
2023-12-24
|
S004
|
P0016
|
Toys
|
North
| 480
| 240
| 73
| 232.63
| 46.45
| 20
|
Snowy
| 1
| 48.24
|
Spring
|
2023-12-24
|
S004
|
P0017
|
Clothing
|
North
| 203
| 127
| 125
| 137.32
| 29.51
| 0
|
Rainy
| 1
| 25.38
|
Spring
|
2023-12-24
|
S004
|
P0018
|
Electronics
|
South
| 135
| 84
| 137
| 95.63
| 65.36
| 5
|
Snowy
| 1
| 65.45
|
Autumn
|
2023-12-24
|
S004
|
P0019
|
Furniture
|
West
| 199
| 20
| 128
| 31.69
| 27.23
| 10
|
Cloudy
| 1
| 31.52
|
Winter
|
2023-12-24
|
S004
|
P0020
|
Furniture
|
South
| 500
| 224
| 36
| 236.59
| 41.53
| 10
|
Snowy
| 0
| 45.88
|
Spring
|
2023-12-24
|
S005
|
P0001
|
Electronics
|
West
| 331
| 129
| 181
| 145.38
| 67.46
| 5
|
Sunny
| 0
| 67.08
|
Autumn
|
2023-12-24
|
S005
|
P0002
|
Toys
|
East
| 254
| 241
| 171
| 260.82
| 35.96
| 15
|
Cloudy
| 0
| 31.65
|
Summer
|
2023-12-24
|
S005
|
P0003
|
Clothing
|
West
| 108
| 85
| 109
| 91.48
| 65.67
| 0
|
Cloudy
| 0
| 64.62
|
Autumn
|
2023-12-24
|
S005
|
P0004
|
Toys
|
South
| 103
| 44
| 37
| 63.88
| 36.44
| 20
|
Snowy
| 1
| 35.15
|
Winter
|
2023-12-24
|
S005
|
P0005
|
Furniture
|
North
| 167
| 95
| 74
| 105.34
| 65.88
| 10
|
Sunny
| 1
| 61.34
|
Summer
|
2023-12-24
|
S005
|
P0006
|
Clothing
|
South
| 307
| 250
| 200
| 244.01
| 99.48
| 15
|
Snowy
| 1
| 103.65
|
Winter
|
2023-12-24
|
S005
|
P0007
|
Electronics
|
North
| 51
| 10
| 20
| 16.85
| 84.81
| 20
|
Cloudy
| 1
| 81.78
|
Autumn
|
2023-12-24
|
S005
|
P0008
|
Furniture
|
West
| 424
| 292
| 177
| 282.35
| 43.66
| 5
|
Rainy
| 1
| 42.76
|
Autumn
|
2023-12-24
|
S005
|
P0009
|
Groceries
|
East
| 298
| 56
| 130
| 50.56
| 69.22
| 0
|
Rainy
| 1
| 69.24
|
Winter
|
2023-12-24
|
S005
|
P0010
|
Toys
|
West
| 105
| 92
| 175
| 101.27
| 74.47
| 5
|
Cloudy
| 0
| 73.57
|
Autumn
|
2023-12-24
|
S005
|
P0011
|
Electronics
|
South
| 347
| 69
| 82
| 70.14
| 52.53
| 15
|
Sunny
| 0
| 56.03
|
Summer
|
2023-12-24
|
S005
|
P0012
|
Clothing
|
East
| 408
| 314
| 136
| 313.32
| 75.92
| 10
|
Cloudy
| 1
| 70.96
|
Autumn
|
2023-12-24
|
S005
|
P0013
|
Electronics
|
East
| 176
| 91
| 136
| 91.34
| 22.64
| 10
|
Sunny
| 0
| 21.67
|
Winter
|
2023-12-24
|
S005
|
P0014
|
Furniture
|
North
| 225
| 119
| 144
| 109.63
| 94.39
| 10
|
Rainy
| 0
| 94.8
|
Autumn
|
2023-12-24
|
S005
|
P0015
|
Clothing
|
West
| 204
| 57
| 130
| 66.32
| 40.01
| 5
|
Snowy
| 0
| 43.56
|
Summer
|
2023-12-24
|
S005
|
P0016
|
Electronics
|
East
| 254
| 51
| 68
| 45.37
| 10.77
| 5
|
Snowy
| 0
| 8.98
|
Autumn
|
2023-12-24
|
S005
|
P0017
|
Electronics
|
West
| 74
| 5
| 192
| 5.58
| 45.09
| 5
|
Rainy
| 0
| 47.18
|
Winter
|
2023-12-24
|
S005
|
P0018
|
Clothing
|
West
| 393
| 176
| 117
| 180.6
| 73.24
| 0
|
Sunny
| 1
| 71.01
|
Spring
|
2023-12-24
|
S005
|
P0019
|
Furniture
|
West
| 347
| 64
| 185
| 77.38
| 84.23
| 15
|
Snowy
| 0
| 82.68
|
Summer
|
2023-12-24
|
S005
|
P0020
|
Furniture
|
South
| 430
| 6
| 31
| 22.37
| 12.23
| 5
|
Sunny
| 1
| 11.16
|
Summer
|
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