dev02chandan/sales-forecast-model
Tabular Regression
•
Updated
Product_Id
stringlengths 3
6
| Product_Sugar_Content
stringclasses 4
values | Product_Type
stringclasses 16
values | Store_Id
stringclasses 3
values | Store_Size
stringclasses 3
values | Store_Location_City_Type
stringclasses 2
values | Store_Type
stringclasses 3
values | Product_Weight
float64 4
19.8
| Product_Allocated_Area
float64 0
0.3
| Product_MRP
float64 31
227
| Store_Establishment_Year
float64 1.99k
2.01k
| Product_Store_Sales_Total
float64 33
5.46k
|
|---|---|---|---|---|---|---|---|---|---|---|---|
FD6114
|
Low Sugar
|
Frozen Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.66
| 0.027
| 117.08
| 2,009
| 2,842.4
|
FD5075
|
Regular
|
Canned
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 14.28
| 0.031
| 162.08
| 1,987
| 4,130.16
|
FD8233
|
Low Sugar
|
Baking Goods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 12.1
| 0.112
| 186.31
| 1,987
| 4,132.18
|
NC1180
|
No Sugar
|
Health and Hygiene
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 9.57
| 0.01
| 123.67
| 1,998
| 2,279.36
|
FD5680
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.03
| 0.053
| 113.64
| 2,009
| 2,629.15
|
FD1961
|
Low Sugar
|
Snack Foods
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 9.45
| 0.047
| 95.95
| 1,998
| 1,684.82
|
NC6657
|
No Sugar
|
Health and Hygiene
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 8.94
| 0.045
| 143.01
| 2,009
| 2,531.3
|
DR2699
|
Low Sugar
|
Hard Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.64
| 0.02
| 165.99
| 2,009
| 3,385.46
|
FD6027
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.92
| 0.099
| 116.89
| 2,009
| 3,123.19
|
FD8553
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.97
| 0.156
| 175.71
| 2,009
| 3,660.82
|
FD5276
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.25
| 0.04
| 160.42
| 2,009
| 3,635.5
|
FD1231
|
Regular
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.31
| 0.049
| 168.4
| 2,009
| 3,587.27
|
FD1387
|
Low Sugar
|
Breads
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.26
| 0.024
| 156.17
| 2,009
| 3,776.76
|
NC1071
|
No Sugar
|
Household
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.74
| 0.173
| 138.19
| 2,009
| 2,839.53
|
FD2625
|
Low Sugar
|
Frozen Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.45
| 0.045
| 143.25
| 2,009
| 3,328.99
|
NC7289
|
No Sugar
|
Health and Hygiene
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.67
| 0.038
| 150.51
| 2,009
| 3,529.29
|
FD6431
|
Regular
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.57
| 0.11
| 143.36
| 2,009
| 2,907.64
|
FD1067
|
Regular
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.47
| 0.01
| 145.65
| 2,009
| 3,835.95
|
FD4186
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.67
| 0.118
| 179.54
| 2,009
| 3,895.8
|
FD2557
|
Regular
|
Snack Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 13.32
| 0.007
| 204.53
| 1,987
| 4,780.97
|
FD3537
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.09
| 0.021
| 120.78
| 2,009
| 2,562.86
|
FD6680
|
Low Sugar
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.94
| 0.138
| 121.01
| 2,009
| 2,532.68
|
FD4925
|
Low Sugar
|
Frozen Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.55
| 0.15
| 132.82
| 2,009
| 2,688.24
|
FD636
|
Regular
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.44
| 0.027
| 144.18
| 2,009
| 3,120.85
|
FD6554
|
Regular
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.17
| 0.047
| 119.32
| 2,009
| 3,004.24
|
FD4235
|
Regular
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.88
| 0.099
| 146.81
| 2,009
| 3,951.97
|
FD5621
|
Low Sugar
|
Snack Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 15.14
| 0.052
| 148.06
| 1,987
| 4,037.27
|
NC6961
|
No Sugar
|
Household
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 13.99
| 0.076
| 71.99
| 1,998
| 2,220.7
|
FD3834
|
Low Sugar
|
Meat
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 8.57
| 0.112
| 111.78
| 1,998
| 1,808.35
|
FD3342
|
Regular
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.29
| 0.126
| 109.69
| 2,009
| 2,832.54
|
FD5895
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.49
| 0.049
| 152.38
| 2,009
| 3,751.07
|
FD3673
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.16
| 0.022
| 171.91
| 2,009
| 3,849.96
|
DR1777
|
Low Sugar
|
Soft Drinks
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 14.52
| 0.054
| 184.39
| 1,987
| 4,638.79
|
FD5910
|
Regular
|
Breakfast
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.39
| 0.14
| 137.74
| 2,009
| 3,204.52
|
FD5844
|
Low Sugar
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.61
| 0.016
| 141.97
| 2,009
| 3,792.19
|
DR2126
|
reg
|
Hard Drinks
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 7.82
| 0.036
| 102.18
| 1,998
| 1,443.06
|
FD5045
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.28
| 0.011
| 127.58
| 2,009
| 2,971.03
|
FD6350
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12
| 0.097
| 157.77
| 2,009
| 3,524.53
|
FD5701
|
Regular
|
Canned
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 7.03
| 0.088
| 129.3
| 1,998
| 1,820.35
|
FD478
|
Low Sugar
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.39
| 0.117
| 151.09
| 2,009
| 2,135.61
|
FD4414
|
Low Sugar
|
Meat
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 12.45
| 0.123
| 181.21
| 1,987
| 4,105.78
|
FD5724
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 15.03
| 0.067
| 115.38
| 2,009
| 3,344.04
|
FD8319
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.2
| 0.033
| 135.22
| 2,009
| 3,561.93
|
DR1690
|
Low Sugar
|
Soft Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.81
| 0.1
| 180.62
| 2,009
| 3,950.16
|
FD7210
|
Low Sugar
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.18
| 0.036
| 124.9
| 2,009
| 2,668.03
|
FD3784
|
Low Sugar
|
Snack Foods
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 7.03
| 0.172
| 99.01
| 1,998
| 1,200.1
|
FD8692
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.81
| 0.025
| 143.16
| 2,009
| 3,410.04
|
FD6194
|
Low Sugar
|
Frozen Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.94
| 0.051
| 133.62
| 2,009
| 2,792.7
|
FD7301
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.87
| 0.099
| 116.18
| 2,009
| 3,097.16
|
NC7084
|
No Sugar
|
Others
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.46
| 0.053
| 155.15
| 2,009
| 3,575.15
|
NC2661
|
No Sugar
|
Health and Hygiene
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.11
| 0.079
| 132.74
| 2,009
| 3,037.57
|
FD8358
|
Regular
|
Baking Goods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 14.83
| 0.148
| 181.27
| 1,987
| 4,645.4
|
FD6813
|
Regular
|
Snack Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 12.03
| 0.129
| 100.64
| 1,987
| 2,362.36
|
FD7428
|
Regular
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.95
| 0.023
| 138.22
| 2,009
| 3,339.26
|
FD3324
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.57
| 0.054
| 143.73
| 2,009
| 3,818.92
|
FD576
|
Low Sugar
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.17
| 0.016
| 137.87
| 2,009
| 4,447.91
|
FD5131
|
Regular
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.95
| 0.076
| 155.55
| 2,009
| 3,695.51
|
FD4739
|
Regular
|
Meat
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 14.44
| 0.027
| 184.72
| 1,987
| 4,629.45
|
FD3384
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.76
| 0.03
| 146.66
| 2,009
| 3,470.1
|
DR7064
|
Regular
|
Soft Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.73
| 0.048
| 122.21
| 2,009
| 2,737.89
|
FD7133
|
Regular
|
Breakfast
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 14
| 0.042
| 165.12
| 1,987
| 4,128.66
|
NC4781
|
No Sugar
|
Household
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.73
| 0.066
| 137.3
| 2,009
| 3,044.77
|
DR4728
|
Low Sugar
|
Hard Drinks
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 7.66
| 0.068
| 74.61
| 1,998
| 842.74
|
FD4162
|
Regular
|
Canned
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 9.68
| 0.013
| 71.53
| 1,998
| 1,236.54
|
FD4166
|
Regular
|
Canned
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 16.72
| 0.128
| 160.17
| 1,987
| 4,642.35
|
FD2382
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.8
| 0.055
| 130.36
| 2,009
| 3,597.04
|
FD250
|
Low Sugar
|
Frozen Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 13.4
| 0.047
| 178.15
| 1,987
| 3,020.84
|
FD7449
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.29
| 0.121
| 152.06
| 2,009
| 3,023.14
|
DR8079
|
Low Sugar
|
Hard Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.29
| 0.021
| 155.86
| 2,009
| 3,325.42
|
FD7272
|
Regular
|
Fruits and Vegetables
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 15.59
| 0.05
| 180.74
| 1,987
| 4,806.88
|
FD3469
|
Regular
|
Starchy Foods
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 11.18
| 0.046
| 102.45
| 1,998
| 2,207.51
|
FD5746
|
reg
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.59
| 0.091
| 145.79
| 2,009
| 3,188.61
|
FD8260
|
Low Sugar
|
Snack Foods
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 11.48
| 0.07
| 90.06
| 1,998
| 2,022.24
|
FD5863
|
Regular
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.49
| 0.077
| 138.54
| 2,009
| 3,243.32
|
FD6792
|
Regular
|
Dairy
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 10.57
| 0.121
| 134.5
| 2,009
| 2,726.88
|
NC1944
|
No Sugar
|
Health and Hygiene
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 7.14
| 0.034
| 82.6
| 1,998
| 889.12
|
FD31
|
Low Sugar
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.38
| 0.073
| 158.73
| 2,009
| 2,274.43
|
FD4457
|
Low Sugar
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 9.62
| 0.103
| 134.38
| 2,009
| 2,508.69
|
FD8321
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.69
| 0.011
| 135.43
| 2,009
| 2,998.93
|
FD1040
|
Low Sugar
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 15.24
| 0.059
| 141
| 2,009
| 3,913.45
|
FD3355
|
Regular
|
Dairy
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 9.63
| 0.162
| 108.43
| 1,998
| 1,980.59
|
FD3181
|
Low Sugar
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.26
| 0.14
| 138.27
| 2,009
| 3,185.13
|
DR3716
|
Low Sugar
|
Soft Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.3
| 0.033
| 163.81
| 2,009
| 3,491.22
|
NC6251
|
No Sugar
|
Others
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.69
| 0.035
| 183.71
| 2,009
| 3,985.57
|
FD4554
|
Regular
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.23
| 0.057
| 124.67
| 2,009
| 3,126.74
|
FD2262
|
Low Sugar
|
Meat
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.98
| 0.021
| 124.86
| 2,009
| 3,073.1
|
FD669
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.71
| 0.029
| 145.61
| 2,009
| 3,438.07
|
FD3532
|
Regular
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 9.73
| 0.031
| 175.81
| 2,009
| 3,381.51
|
FD2888
|
Regular
|
Snack Foods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 13.06
| 0.191
| 151.96
| 2,009
| 3,646.25
|
FD2216
|
Regular
|
Fruits and Vegetables
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 6.99
| 0.023
| 90.88
| 1,998
| 1,025.01
|
FD1404
|
Regular
|
Snack Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 15.14
| 0.088
| 182.81
| 1,987
| 4,747.34
|
FD5333
|
Low Sugar
|
Meat
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 10.48
| 0.073
| 92.63
| 1,998
| 1,849.5
|
FD7573
|
Low Sugar
|
Canned
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 9.77
| 0.035
| 154.41
| 2,009
| 2,952.72
|
FD7436
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.44
| 0.038
| 174.75
| 2,009
| 3,745.45
|
NC2187
|
No Sugar
|
Health and Hygiene
|
OUT002
|
Small
|
Tier 3
|
Food Mart
| 11.61
| 0.035
| 96.42
| 1,998
| 2,181.04
|
FD432
|
Low Sugar
|
Frozen Foods
|
OUT001
|
High
|
Tier 2
|
Supermarket Type1
| 9.16
| 0.142
| 117.08
| 1,987
| 4,364.15
|
DR260
|
Regular
|
Hard Drinks
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 14.3
| 0.085
| 120.73
| 2,009
| 2,126.69
|
FD2317
|
Low Sugar
|
Fruits and Vegetables
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 12.85
| 0.022
| 158.13
| 2,009
| 3,724.09
|
FD3884
|
reg
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 11.72
| 0.102
| 143.79
| 2,009
| 3,175.51
|
FD2428
|
Regular
|
Baking Goods
|
OUT004
|
Medium
|
Tier 2
|
Supermarket Type2
| 9.14
| 0.036
| 159.23
| 2,009
| 2,907.97
|
This dataset supports a sales prediction pipeline (Product × Store).
raw/SuperKart.csvProduct_Store_Sales_TotalExpected columns: Product_Id, Product_Weight, Product_Sugar_Content, Product_Allocated_Area, Product_Type, Product_MRP, Store_Id, Store_Establishment_Year, Store_Size, Store_Location_City_Type, Store_Type, Product_Store_Sales_Total