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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023-12-31
|
S001
|
P0001
|
Clothing
|
West
| 135
| 26
| 54
| 42.53
| 12.17
| 0
|
Snowy
| 0
| 14.83
|
Winter
|
2023-12-31
|
S001
|
P0002
|
Furniture
|
West
| 121
| 6
| 49
| 8.33
| 95.3
| 0
|
Rainy
| 0
| 98.36
|
Summer
|
2023-12-31
|
S001
|
P0003
|
Clothing
|
North
| 253
| 143
| 158
| 159.67
| 78.64
| 20
|
Snowy
| 0
| 75.99
|
Autumn
|
2023-12-31
|
S001
|
P0004
|
Electronics
|
North
| 347
| 158
| 192
| 165.82
| 84.99
| 20
|
Rainy
| 0
| 81.3
|
Autumn
|
2023-12-31
|
S001
|
P0005
|
Electronics
|
East
| 224
| 52
| 62
| 59.07
| 49.93
| 0
|
Cloudy
| 0
| 53.67
|
Autumn
|
2023-12-31
|
S001
|
P0006
|
Groceries
|
South
| 181
| 146
| 124
| 136.55
| 37.58
| 15
|
Rainy
| 0
| 38.99
|
Autumn
|
2023-12-31
|
S001
|
P0007
|
Furniture
|
North
| 330
| 181
| 178
| 173.22
| 78.6
| 10
|
Sunny
| 0
| 82.48
|
Spring
|
2023-12-31
|
S001
|
P0008
|
Furniture
|
East
| 148
| 100
| 156
| 93.18
| 56.73
| 15
|
Snowy
| 0
| 61.69
|
Winter
|
2023-12-31
|
S001
|
P0009
|
Toys
|
South
| 146
| 54
| 125
| 72.45
| 32.31
| 0
|
Rainy
| 0
| 34.75
|
Spring
|
2023-12-31
|
S001
|
P0010
|
Electronics
|
East
| 175
| 58
| 139
| 65
| 35.69
| 15
|
Sunny
| 1
| 36.6
|
Autumn
|
2023-12-31
|
S001
|
P0011
|
Electronics
|
East
| 369
| 267
| 150
| 263.62
| 72.18
| 5
|
Snowy
| 0
| 68.78
|
Summer
|
2023-12-31
|
S001
|
P0012
|
Furniture
|
North
| 381
| 25
| 114
| 15.44
| 40.28
| 0
|
Rainy
| 0
| 41.57
|
Spring
|
2023-12-31
|
S001
|
P0013
|
Groceries
|
East
| 464
| 111
| 52
| 116.81
| 77.67
| 0
|
Cloudy
| 0
| 76.53
|
Autumn
|
2023-12-31
|
S001
|
P0014
|
Groceries
|
West
| 57
| 48
| 67
| 42.71
| 65.02
| 0
|
Snowy
| 1
| 67.08
|
Spring
|
2023-12-31
|
S001
|
P0015
|
Groceries
|
South
| 209
| 164
| 40
| 181.44
| 40.07
| 10
|
Rainy
| 0
| 39.84
|
Spring
|
2023-12-31
|
S001
|
P0016
|
Electronics
|
West
| 240
| 61
| 131
| 55.01
| 54.43
| 0
|
Rainy
| 0
| 58.33
|
Winter
|
2023-12-31
|
S001
|
P0017
|
Furniture
|
West
| 229
| 156
| 54
| 162.5
| 54.33
| 10
|
Snowy
| 1
| 57.86
|
Autumn
|
2023-12-31
|
S001
|
P0018
|
Clothing
|
East
| 303
| 0
| 30
| 2.19
| 81.52
| 10
|
Rainy
| 0
| 83.21
|
Spring
|
2023-12-31
|
S001
|
P0019
|
Groceries
|
West
| 415
| 62
| 147
| 54.12
| 94.61
| 15
|
Snowy
| 1
| 92.56
|
Winter
|
2023-12-31
|
S001
|
P0020
|
Toys
|
West
| 119
| 37
| 179
| 48.81
| 62.97
| 0
|
Snowy
| 1
| 62.94
|
Spring
|
2023-12-31
|
S002
|
P0001
|
Groceries
|
East
| 464
| 308
| 145
| 310.34
| 97.79
| 5
|
Rainy
| 1
| 95.23
|
Summer
|
2023-12-31
|
S002
|
P0002
|
Electronics
|
East
| 186
| 28
| 30
| 32.13
| 92.58
| 0
|
Snowy
| 1
| 95.51
|
Winter
|
2023-12-31
|
S002
|
P0003
|
Groceries
|
North
| 116
| 86
| 166
| 101.46
| 14.43
| 10
|
Snowy
| 1
| 12.41
|
Spring
|
2023-12-31
|
S002
|
P0004
|
Furniture
|
East
| 459
| 187
| 186
| 206.74
| 24.99
| 10
|
Snowy
| 1
| 22.88
|
Summer
|
2023-12-31
|
S002
|
P0005
|
Groceries
|
West
| 473
| 396
| 151
| 389.77
| 25.79
| 5
|
Snowy
| 0
| 25.97
|
Winter
|
2023-12-31
|
S002
|
P0006
|
Furniture
|
East
| 324
| 187
| 198
| 187.28
| 45.51
| 20
|
Snowy
| 1
| 49.97
|
Autumn
|
2023-12-31
|
S002
|
P0007
|
Groceries
|
West
| 145
| 16
| 125
| 34.06
| 78.81
| 20
|
Cloudy
| 1
| 74.75
|
Summer
|
2023-12-31
|
S002
|
P0008
|
Furniture
|
South
| 256
| 15
| 132
| 10.45
| 36.14
| 10
|
Rainy
| 1
| 35.37
|
Winter
|
2023-12-31
|
S002
|
P0009
|
Toys
|
East
| 198
| 57
| 105
| 54.8
| 70.19
| 0
|
Sunny
| 0
| 65.64
|
Spring
|
2023-12-31
|
S002
|
P0010
|
Toys
|
South
| 383
| 37
| 68
| 56.92
| 25.18
| 0
|
Rainy
| 0
| 21.15
|
Autumn
|
2023-12-31
|
S002
|
P0011
|
Toys
|
South
| 229
| 189
| 157
| 195.97
| 60.76
| 5
|
Rainy
| 1
| 60.14
|
Spring
|
2023-12-31
|
S002
|
P0012
|
Toys
|
South
| 277
| 194
| 161
| 205.65
| 47.3
| 20
|
Sunny
| 0
| 47.73
|
Winter
|
2023-12-31
|
S002
|
P0013
|
Electronics
|
North
| 328
| 104
| 158
| 116.23
| 13.11
| 15
|
Sunny
| 0
| 15.33
|
Spring
|
2023-12-31
|
S002
|
P0014
|
Toys
|
South
| 294
| 119
| 24
| 129.5
| 97.55
| 10
|
Cloudy
| 0
| 96.09
|
Spring
|
2023-12-31
|
S002
|
P0015
|
Groceries
|
North
| 275
| 44
| 103
| 41.71
| 85.39
| 0
|
Sunny
| 1
| 86.14
|
Summer
|
2023-12-31
|
S002
|
P0016
|
Clothing
|
West
| 332
| 12
| 25
| 25.09
| 92.67
| 0
|
Rainy
| 0
| 95.87
|
Spring
|
2023-12-31
|
S002
|
P0017
|
Furniture
|
East
| 478
| 293
| 132
| 295.73
| 47.47
| 20
|
Snowy
| 1
| 49.5
|
Winter
|
2023-12-31
|
S002
|
P0018
|
Groceries
|
North
| 205
| 101
| 139
| 103.11
| 66.87
| 15
|
Snowy
| 1
| 69.69
|
Spring
|
2023-12-31
|
S002
|
P0019
|
Furniture
|
North
| 327
| 284
| 74
| 297.35
| 25.02
| 5
|
Sunny
| 0
| 27.22
|
Autumn
|
2023-12-31
|
S002
|
P0020
|
Furniture
|
South
| 448
| 158
| 68
| 176.94
| 88.52
| 10
|
Cloudy
| 1
| 92.88
|
Summer
|
2023-12-31
|
S003
|
P0001
|
Groceries
|
North
| 193
| 24
| 133
| 17.63
| 33.85
| 0
|
Cloudy
| 1
| 35.34
|
Spring
|
2023-12-31
|
S003
|
P0002
|
Electronics
|
East
| 363
| 321
| 50
| 324.28
| 36.77
| 10
|
Sunny
| 1
| 32.21
|
Winter
|
2023-12-31
|
S003
|
P0003
|
Toys
|
West
| 227
| 144
| 58
| 148.29
| 82.44
| 5
|
Sunny
| 1
| 78.88
|
Summer
|
2023-12-31
|
S003
|
P0004
|
Clothing
|
East
| 174
| 165
| 66
| 171.61
| 31.5
| 5
|
Cloudy
| 1
| 33.78
|
Winter
|
2023-12-31
|
S003
|
P0005
|
Electronics
|
East
| 101
| 6
| 27
| 12.24
| 89.74
| 5
|
Sunny
| 1
| 88.46
|
Summer
|
2023-12-31
|
S003
|
P0006
|
Toys
|
South
| 324
| 288
| 105
| 286.3
| 77.49
| 15
|
Sunny
| 1
| 78.19
|
Summer
|
2023-12-31
|
S003
|
P0007
|
Electronics
|
East
| 197
| 56
| 48
| 59.85
| 54.15
| 10
|
Sunny
| 0
| 52.87
|
Spring
|
2023-12-31
|
S003
|
P0008
|
Electronics
|
South
| 148
| 18
| 199
| 13.02
| 62.76
| 5
|
Sunny
| 1
| 63.58
|
Autumn
|
2023-12-31
|
S003
|
P0009
|
Clothing
|
West
| 400
| 114
| 171
| 104.23
| 25.57
| 5
|
Cloudy
| 0
| 28.11
|
Winter
|
2023-12-31
|
S003
|
P0010
|
Clothing
|
West
| 185
| 131
| 113
| 126.99
| 40.49
| 0
|
Cloudy
| 0
| 36.61
|
Winter
|
2023-12-31
|
S003
|
P0011
|
Electronics
|
East
| 460
| 290
| 75
| 280.86
| 75.39
| 0
|
Cloudy
| 1
| 80.1
|
Autumn
|
2023-12-31
|
S003
|
P0012
|
Toys
|
South
| 108
| 44
| 120
| 61.63
| 82.71
| 5
|
Sunny
| 0
| 80.86
|
Summer
|
2023-12-31
|
S003
|
P0013
|
Clothing
|
West
| 157
| 88
| 89
| 85.5
| 48
| 15
|
Snowy
| 1
| 52.07
|
Winter
|
2023-12-31
|
S003
|
P0014
|
Toys
|
West
| 457
| 125
| 172
| 121.68
| 16.4
| 5
|
Snowy
| 1
| 19.36
|
Autumn
|
2023-12-31
|
S003
|
P0015
|
Furniture
|
East
| 261
| 53
| 85
| 43.58
| 68.09
| 5
|
Snowy
| 1
| 72.13
|
Autumn
|
2023-12-31
|
S003
|
P0016
|
Clothing
|
North
| 64
| 1
| 109
| 6.92
| 61.48
| 5
|
Snowy
| 1
| 56.55
|
Spring
|
2023-12-31
|
S003
|
P0017
|
Toys
|
West
| 278
| 132
| 79
| 129.6
| 98.93
| 0
|
Sunny
| 1
| 94.88
|
Spring
|
2023-12-31
|
S003
|
P0018
|
Toys
|
West
| 212
| 2
| 28
| 2.03
| 49.71
| 0
|
Rainy
| 0
| 51.1
|
Spring
|
2023-12-31
|
S003
|
P0019
|
Clothing
|
South
| 235
| 184
| 162
| 181.88
| 91.96
| 5
|
Snowy
| 0
| 96.54
|
Winter
|
2023-12-31
|
S003
|
P0020
|
Toys
|
East
| 116
| 17
| 196
| 9.17
| 98.98
| 20
|
Snowy
| 1
| 100.71
|
Spring
|
2023-12-31
|
S004
|
P0001
|
Furniture
|
South
| 207
| 86
| 158
| 95.59
| 70.23
| 15
|
Rainy
| 1
| 68.28
|
Summer
|
2023-12-31
|
S004
|
P0002
|
Groceries
|
East
| 302
| 194
| 30
| 193.95
| 20.06
| 10
|
Sunny
| 1
| 16.88
|
Autumn
|
2023-12-31
|
S004
|
P0003
|
Furniture
|
West
| 169
| 33
| 153
| 51.71
| 11.59
| 15
|
Snowy
| 1
| 13.15
|
Spring
|
2023-12-31
|
S004
|
P0004
|
Groceries
|
West
| 230
| 184
| 46
| 183.08
| 74.25
| 20
|
Rainy
| 1
| 76.08
|
Summer
|
2023-12-31
|
S004
|
P0005
|
Furniture
|
East
| 230
| 134
| 68
| 150.68
| 48.49
| 0
|
Sunny
| 0
| 44.29
|
Autumn
|
2023-12-31
|
S004
|
P0006
|
Electronics
|
West
| 125
| 101
| 192
| 109.34
| 96.19
| 0
|
Rainy
| 1
| 100.49
|
Winter
|
2023-12-31
|
S004
|
P0007
|
Furniture
|
South
| 130
| 83
| 131
| 77.41
| 86.91
| 15
|
Snowy
| 0
| 83.67
|
Summer
|
2023-12-31
|
S004
|
P0008
|
Furniture
|
South
| 97
| 55
| 164
| 46.23
| 50.47
| 10
|
Snowy
| 0
| 47.15
|
Spring
|
2023-12-31
|
S004
|
P0009
|
Furniture
|
North
| 281
| 240
| 46
| 243.74
| 53.97
| 15
|
Cloudy
| 0
| 55.49
|
Spring
|
2023-12-31
|
S004
|
P0010
|
Groceries
|
North
| 184
| 47
| 26
| 47.03
| 21.72
| 10
|
Snowy
| 0
| 16.73
|
Autumn
|
2023-12-31
|
S004
|
P0011
|
Toys
|
North
| 72
| 30
| 169
| 44.41
| 91.85
| 0
|
Snowy
| 1
| 91.19
|
Autumn
|
2023-12-31
|
S004
|
P0012
|
Groceries
|
West
| 149
| 77
| 40
| 72.12
| 67.99
| 20
|
Sunny
| 1
| 71.17
|
Spring
|
2023-12-31
|
S004
|
P0013
|
Groceries
|
East
| 257
| 37
| 44
| 31.14
| 24.15
| 15
|
Cloudy
| 1
| 27.85
|
Winter
|
2023-12-31
|
S004
|
P0014
|
Clothing
|
West
| 450
| 86
| 65
| 86.32
| 98.61
| 5
|
Rainy
| 1
| 99.67
|
Spring
|
2023-12-31
|
S004
|
P0015
|
Electronics
|
North
| 229
| 95
| 162
| 110.24
| 40.43
| 0
|
Sunny
| 1
| 44
|
Autumn
|
2023-12-31
|
S004
|
P0016
|
Furniture
|
East
| 338
| 221
| 23
| 217.37
| 68.97
| 5
|
Rainy
| 1
| 64.63
|
Summer
|
2023-12-31
|
S004
|
P0017
|
Toys
|
East
| 410
| 122
| 185
| 119.4
| 76.95
| 15
|
Snowy
| 1
| 72.54
|
Autumn
|
2023-12-31
|
S004
|
P0018
|
Groceries
|
West
| 249
| 213
| 42
| 229.39
| 90.09
| 10
|
Rainy
| 0
| 87.89
|
Autumn
|
2023-12-31
|
S004
|
P0019
|
Groceries
|
East
| 472
| 88
| 71
| 105.74
| 22.18
| 5
|
Sunny
| 0
| 27.02
|
Spring
|
2023-12-31
|
S004
|
P0020
|
Furniture
|
South
| 177
| 139
| 133
| 139.39
| 84.29
| 0
|
Sunny
| 0
| 80.33
|
Spring
|
2023-12-31
|
S005
|
P0001
|
Groceries
|
East
| 86
| 39
| 145
| 58.23
| 59.4
| 10
|
Rainy
| 0
| 60.97
|
Winter
|
2023-12-31
|
S005
|
P0002
|
Toys
|
North
| 302
| 271
| 21
| 281.02
| 76.74
| 5
|
Snowy
| 0
| 78.82
|
Autumn
|
2023-12-31
|
S005
|
P0003
|
Groceries
|
South
| 240
| 155
| 166
| 165.84
| 49.02
| 10
|
Snowy
| 1
| 49.3
|
Autumn
|
2023-12-31
|
S005
|
P0004
|
Electronics
|
South
| 91
| 30
| 199
| 31.4
| 55.67
| 0
|
Sunny
| 0
| 53.95
|
Winter
|
2023-12-31
|
S005
|
P0005
|
Clothing
|
South
| 446
| 210
| 51
| 217.9
| 48.14
| 10
|
Snowy
| 1
| 48.34
|
Summer
|
2023-12-31
|
S005
|
P0006
|
Toys
|
West
| 333
| 299
| 175
| 298.11
| 50.15
| 20
|
Cloudy
| 0
| 47.89
|
Winter
|
2023-12-31
|
S005
|
P0007
|
Clothing
|
West
| 433
| 162
| 63
| 167.94
| 12.6
| 15
|
Rainy
| 1
| 14.56
|
Spring
|
2023-12-31
|
S005
|
P0008
|
Clothing
|
West
| 251
| 8
| 172
| 6.06
| 52.11
| 15
|
Sunny
| 1
| 54.03
|
Spring
|
2023-12-31
|
S005
|
P0009
|
Clothing
|
East
| 141
| 15
| 135
| 15.26
| 23.36
| 5
|
Rainy
| 0
| 19.3
|
Spring
|
2023-12-31
|
S005
|
P0010
|
Electronics
|
South
| 237
| 217
| 33
| 223.32
| 30.35
| 10
|
Rainy
| 1
| 33.87
|
Autumn
|
2023-12-31
|
S005
|
P0011
|
Furniture
|
South
| 68
| 13
| 82
| 8.68
| 69.32
| 15
|
Cloudy
| 1
| 72.28
|
Summer
|
2023-12-31
|
S005
|
P0012
|
Clothing
|
North
| 131
| 52
| 20
| 64.35
| 52.53
| 10
|
Rainy
| 1
| 57.25
|
Spring
|
2023-12-31
|
S005
|
P0013
|
Toys
|
North
| 189
| 160
| 119
| 170.75
| 80.68
| 15
|
Cloudy
| 1
| 83.45
|
Summer
|
2023-12-31
|
S005
|
P0014
|
Furniture
|
East
| 306
| 22
| 59
| 24.75
| 80.15
| 20
|
Snowy
| 1
| 77.86
|
Spring
|
2023-12-31
|
S005
|
P0015
|
Clothing
|
North
| 194
| 33
| 62
| 42.5
| 95.75
| 10
|
Sunny
| 0
| 91.05
|
Autumn
|
2023-12-31
|
S005
|
P0016
|
Electronics
|
East
| 153
| 54
| 185
| 57.91
| 88.78
| 15
|
Rainy
| 1
| 85.65
|
Summer
|
2023-12-31
|
S005
|
P0017
|
Clothing
|
West
| 376
| 162
| 52
| 160.5
| 68.9
| 20
|
Snowy
| 0
| 72.83
|
Autumn
|
2023-12-31
|
S005
|
P0018
|
Clothing
|
West
| 225
| 111
| 140
| 127.94
| 51.65
| 20
|
Rainy
| 1
| 50.49
|
Spring
|
2023-12-31
|
S005
|
P0019
|
Toys
|
North
| 235
| 17
| 126
| 8.84
| 22.2
| 10
|
Cloudy
| 1
| 25.34
|
Autumn
|
2023-12-31
|
S005
|
P0020
|
Furniture
|
East
| 64
| 40
| 99
| 59.69
| 90.79
| 5
|
Snowy
| 1
| 91.67
|
Winter
|
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