Product_Id stringclasses 0
values | Product_Weight float64 6.82 21 | Product_Sugar_Content stringclasses 4
values | Product_Allocated_Area float64 0.01 0.29 | Product_Type stringclasses 16
values | Product_MRP float64 50.1 250 | Store_Id stringclasses 0
values | Store_Establishment_Year int64 1.99k 2.01k | Store_Size stringclasses 3
values | Store_Location_City_Type stringclasses 3
values | Store_Type stringclasses 4
values | Product_Store_Sales_Total float64 181 6.76k |
|---|---|---|---|---|---|---|---|---|---|---|---|
null | 12.5 | Low Sugar | 0.066 | Fruits and Vegetables | 120.18 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,870.22 |
null | 10.55 | Regular | 0.08 | Snack Foods | 94.69 | null | 1,998 | Small | Tier 3 | Food Mart | 1,908.09 |
null | 15.87 | Low Sugar | 0.058 | Fruits and Vegetables | 169.17 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,632.36 |
null | 9.92 | Regular | 0.033 | Canned | 129.55 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 2,477.23 |
null | 11.15 | Low Sugar | 0.117 | Meat | 118.02 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,520.52 |
null | 17.33 | No Sugar | 0.038 | Health and Hygiene | 195.06 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,492.55 |
null | 13.74 | Low Sugar | 0.04 | Canned | 186.96 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,515.79 |
null | 13.57 | Regular | 0.171 | Canned | 149.05 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,701.19 |
null | 15.99 | Regular | 0.089 | Snack Foods | 211.19 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,520.9 |
null | 12.26 | Low Sugar | 0.058 | Fruits and Vegetables | 132.85 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,074.25 |
null | 14.24 | No Sugar | 0.098 | Others | 141.9 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,707.77 |
null | 11.63 | No Sugar | 0.011 | Health and Hygiene | 144.47 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,918.24 |
null | 9 | Low Sugar | 0.073 | Meat | 99.65 | null | 1,998 | Small | Tier 3 | Food Mart | 1,658.58 |
null | 13.31 | Low Sugar | 0.012 | Meat | 193.19 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,545.39 |
null | 14.25 | No Sugar | 0.014 | Household | 135.66 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,581.44 |
null | 17.05 | Low Sugar | 0.051 | Fruits and Vegetables | 175.44 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,028.95 |
null | 10.86 | Regular | 0.1 | Baking Goods | 130.03 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,700.83 |
null | 12.23 | Low Sugar | 0.028 | Baking Goods | 165.24 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,730.58 |
null | 10.91 | Low Sugar | 0.056 | Meat | 106.68 | null | 1,998 | Small | Tier 3 | Food Mart | 2,233.56 |
null | 13.02 | Regular | 0.053 | Frozen Foods | 150.46 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,605.57 |
null | 12.1 | No Sugar | 0.009 | Others | 183.08 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,066.38 |
null | 15.49 | Low Sugar | 0.04 | Meat | 216.04 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,507.15 |
null | 13.01 | Low Sugar | 0.121 | Snack Foods | 166.37 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,930.17 |
null | 12.97 | No Sugar | 0.025 | Household | 114.48 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,858.59 |
null | 7.3 | Low Sugar | 0.041 | Dairy | 125.09 | null | 1,998 | Small | Tier 3 | Food Mart | 1,795 |
null | 15.75 | No Sugar | 0.043 | Household | 128.82 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,780.15 |
null | 11 | Regular | 0.078 | Soft Drinks | 167.49 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,498.89 |
null | 16.11 | Low Sugar | 0.039 | Canned | 183.43 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,980.03 |
null | 10.96 | Low Sugar | 0.109 | Dairy | 130.68 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,737.2 |
null | 16.22 | Low Sugar | 0.019 | Seafood | 162.84 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,582.53 |
null | 11.82 | Regular | 0.047 | Meat | 76.55 | null | 1,998 | Small | Tier 3 | Food Mart | 1,823.47 |
null | 11.85 | Low Sugar | 0.112 | Snack Foods | 181.27 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,972.18 |
null | 10.86 | No Sugar | 0.151 | Health and Hygiene | 90.61 | null | 1,998 | Small | Tier 3 | Food Mart | 1,893.65 |
null | 13.1 | Regular | 0.041 | Fruits and Vegetables | 124.94 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,102.7 |
null | 15.34 | No Sugar | 0.082 | Health and Hygiene | 163.08 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,388.84 |
null | 10.54 | No Sugar | 0.138 | Health and Hygiene | 111.69 | null | 1,998 | Small | Tier 3 | Food Mart | 2,252.34 |
null | 13.3 | Regular | 0.053 | Snack Foods | 161.25 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,890.89 |
null | 9.73 | Regular | 0.06 | Fruits and Vegetables | 104.76 | null | 1,998 | Small | Tier 3 | Food Mart | 1,928.3 |
null | 11.59 | Regular | 0.035 | Canned | 96.26 | null | 1,998 | Small | Tier 3 | Food Mart | 2,175.23 |
null | 8.74 | Regular | 0.151 | Breads | 133.71 | null | 1,998 | Small | Tier 3 | Food Mart | 2,297.15 |
null | 13.49 | Low Sugar | 0.071 | Breakfast | 145.6 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,613.53 |
null | 11.62 | Low Sugar | 0.038 | Fruits and Vegetables | 155.09 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,383.94 |
null | 14.53 | Regular | 0.14 | Snack Foods | 154.61 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,033.58 |
null | 13.08 | Low Sugar | 0.044 | Frozen Foods | 114.66 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,888.39 |
null | 13 | Regular | 0.054 | Fruits and Vegetables | 166.75 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,934.53 |
null | 15.29 | Low Sugar | 0.105 | Dairy | 166.6 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,448.61 |
null | 19.37 | Low Sugar | 0.099 | Snack Foods | 226.76 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,961.77 |
null | 10.39 | No Sugar | 0.012 | Health and Hygiene | 101.82 | null | 1,998 | Small | Tier 3 | Food Mart | 2,016.07 |
null | 11.59 | Low Sugar | 0.009 | Fruits and Vegetables | 170.3 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,690.29 |
null | 14.47 | reg | 0.024 | Meat | 191.08 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,764.56 |
null | 14.78 | Low Sugar | 0.039 | Canned | 212.84 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,280.86 |
null | 13.73 | No Sugar | 0.015 | Health and Hygiene | 100.56 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,746.16 |
null | 11.14 | Regular | 0.1 | Soft Drinks | 107.07 | null | 1,998 | Small | Tier 3 | Food Mart | 2,294.76 |
null | 13.33 | Low Sugar | 0.015 | Snack Foods | 147.52 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,923.53 |
null | 15.73 | Low Sugar | 0.089 | Starchy Foods | 173.7 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,695.38 |
null | 12.56 | Low Sugar | 0.062 | Frozen Foods | 160.78 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,713.65 |
null | 14.98 | No Sugar | 0.14 | Household | 187.98 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,817.14 |
null | 11.28 | Low Sugar | 0.032 | Snack Foods | 159.45 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,396.59 |
null | 11.81 | No Sugar | 0.104 | Household | 150.43 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,332.07 |
null | 9.03 | Low Sugar | 0.021 | Frozen Foods | 119.89 | null | 1,998 | Small | Tier 3 | Food Mart | 2,080.01 |
null | 14.67 | Low Sugar | 0.02 | Dairy | 143.9 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,845.01 |
null | 11.15 | Low Sugar | 0.189 | Canned | 154.86 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,273.72 |
null | 16.46 | Low Sugar | 0.112 | Breakfast | 192.12 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,235.57 |
null | 9.52 | Low Sugar | 0.113 | Baking Goods | 85.56 | null | 1,998 | Small | Tier 3 | Food Mart | 1,486.47 |
null | 9.74 | No Sugar | 0.148 | Household | 136.46 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,577.84 |
null | 8.02 | Regular | 0.021 | Meat | 138.84 | null | 1,998 | Small | Tier 3 | Food Mart | 2,238.36 |
null | 16.34 | Regular | 0.112 | Fruits and Vegetables | 184.46 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,051.69 |
null | 11.62 | Low Sugar | 0.059 | Canned | 144.32 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,163.43 |
null | 16.59 | Low Sugar | 0.053 | Soft Drinks | 206.71 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,563.65 |
null | 11.18 | Low Sugar | 0.042 | Dairy | 115.08 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,047.09 |
null | 13.77 | Low Sugar | 0.161 | Baking Goods | 109.65 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,940.88 |
null | 14.42 | Low Sugar | 0.132 | Snack Foods | 118.52 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,268.22 |
null | 9.44 | Low Sugar | 0.038 | Fruits and Vegetables | 136.96 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,552.87 |
null | 12.61 | Low Sugar | 0.04 | Baking Goods | 169.83 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,910 |
null | 14.15 | Low Sugar | 0.014 | Fruits and Vegetables | 169.94 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,260.86 |
null | 15.49 | Regular | 0.054 | Meat | 163.02 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,421.94 |
null | 10.38 | Regular | 0.03 | Soft Drinks | 109.52 | null | 1,998 | Small | Tier 3 | Food Mart | 2,172.25 |
null | 14.11 | Low Sugar | 0.029 | Fruits and Vegetables | 186.12 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,581.85 |
null | 10.08 | Low Sugar | 0.026 | Snack Foods | 98.23 | null | 1,998 | Small | Tier 3 | Food Mart | 1,872.35 |
null | 13.65 | Low Sugar | 0.09 | Dairy | 184.25 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,440.59 |
null | 13.93 | Regular | 0.006 | Snack Foods | 155.02 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 4,646.23 |
null | 14.53 | Low Sugar | 0.013 | Soft Drinks | 110.97 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,139.43 |
null | 12.85 | Low Sugar | 0.112 | Snack Foods | 154.57 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,651.71 |
null | 12.16 | Low Sugar | 0.149 | Canned | 132.5 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,043.63 |
null | 13.97 | No Sugar | 0.105 | Household | 160.54 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,028.41 |
null | 11.75 | Low Sugar | 0.055 | Fruits and Vegetables | 180.2 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,927.26 |
null | 10.99 | Low Sugar | 0.057 | Snack Foods | 140.77 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,949.75 |
null | 10.17 | Low Sugar | 0.005 | Snack Foods | 149.66 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,947.09 |
null | 12.4 | Regular | 0.122 | Snack Foods | 132.64 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,101.99 |
null | 9.09 | Low Sugar | 0.081 | Soft Drinks | 82.27 | null | 1,998 | Small | Tier 3 | Food Mart | 1,322.63 |
null | 10.43 | Regular | 0.047 | Fruits and Vegetables | 118.94 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 2,376.66 |
null | 13.06 | Low Sugar | 0.023 | Frozen Foods | 159.64 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,804.16 |
null | 12.39 | No Sugar | 0.021 | Household | 118.51 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,810.58 |
null | 10.64 | No Sugar | 0.034 | Health and Hygiene | 123.88 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 2,524.16 |
null | 14.91 | Regular | 0.037 | Snack Foods | 182.95 | null | 1,987 | High | Tier 2 | Supermarket Type1 | 4,697.83 |
null | 8.32 | No Sugar | 0.233 | Health and Hygiene | 128.89 | null | 1,998 | Small | Tier 3 | Food Mart | 2,102.35 |
null | 10.83 | Regular | 0.014 | Meat | 178.78 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,690.18 |
null | 13.43 | Regular | 0.123 | Fruits and Vegetables | 133.58 | null | 2,009 | Medium | Tier 2 | Supermarket Type2 | 3,354.74 |
null | 15.35 | Regular | 0.081 | Soft Drinks | 162.2 | null | 1,999 | Medium | Tier 1 | Departmental Store | 4,372.2 |
null | 18.33 | Regular | 0.057 | Baking Goods | 166.37 | null | 1,999 | Medium | Tier 1 | Departmental Store | 5,132.64 |
End of preview. Expand in Data Studio
SuperKart Sales Forecast (Tabular)
This dataset contains product/store-level attributes with the target Product_Store_Sales_Total for supervised learning and forecasting.
Files
- data/SuperKart.csv
Schema
- Product_Id — Unique identifier of each product (AA… pattern)
- Product_Weight — Weight (kg)
- Product_Sugar_Content — low sugar / regular / no sugar
- Product_Allocated_Area — Ratio of display area allocated to the product
- Product_Type — Category (meat, snacks, dairy, canned, soft drinks, etc.)
- Product_MRP — Maximum Retail Price
- Store_Id — Unique store identifier
- Store_Establishment_Year — Year store established
- Store_Size — high / medium / low
- Store_Location_City_Type — Tier 1 / Tier 2 / Tier 3
- Store_Type — Departmental, Supermarket Type 1/2, Food Mart
- Product_Store_Sales_Total — Target: revenue for that product-store pair
Load with 🤗 Datasets
from datasets import load_dataset ds = load_dataset("imambru/superkart-sales-forecast") print(ds)
License
MIT
- Downloads last month
- 9