{
 "lists_total": 4647,
 "note": "Share of ingredient lists that name any fat or oil. Palm = palm oil, palmolein, palm kernel, palm stearin or palm fat anywhere in the list. 'Unnamed vegetable oil' = the list says only vegetable/edible/refined oil or fat (or hydrogenated oil / vanaspati / shortening) and never names a plant or dairy fat. Staples (oils, ghee, flours, spices, tea) left out of the headline.",
 "overall_all": {
  "with_fat": 2201,
  "pct_palm": 49.2,
  "pct_named_other_only": 25.0,
  "pct_dairy_only": 15.4,
  "pct_unnamed_vegetable_oil": 6.8,
  "pct_hydrogenated_or_vanaspati": 14.3,
  "named_oils": {
   "sunflower": 10.3,
   "rice bran": 9.5,
   "soybean": 5.5,
   "cottonseed": 5.4,
   "coconut": 3.5,
   "corn": 2.7,
   "groundnut": 2.5,
   "sesame": 1.6
  },
  "counts": {
   "palm": 1083,
   "named_other_only": 550,
   "dairy_only": 339,
   "unnamed_vegetable_oil": 150,
   "hydrogenated_or_vanaspati": 314,
   "named_oils": {
    "sunflower": 227,
    "rice bran": 209,
    "soybean": 122,
    "cottonseed": 118,
    "coconut": 78,
    "corn": 60,
    "groundnut": 56,
    "sesame": 36
   }
  }
 },
 "overall_non_staple": {
  "with_fat": 2015,
  "pct_palm": 52.2,
  "pct_named_other_only": 21.3,
  "pct_dairy_only": 15.8,
  "pct_unnamed_vegetable_oil": 7.2,
  "pct_hydrogenated_or_vanaspati": 15.3,
  "named_oils": {
   "sunflower": 9.6,
   "rice bran": 9.2,
   "cottonseed": 5.4,
   "soybean": 5.3,
   "coconut": 3.1,
   "corn": 2.8,
   "groundnut": 2.4,
   "sesame": 1.4
  },
  "counts": {
   "palm": 1051,
   "named_other_only": 430,
   "dairy_only": 319,
   "unnamed_vegetable_oil": 145,
   "hydrogenated_or_vanaspati": 309,
   "named_oils": {
    "sunflower": 193,
    "rice bran": 185,
    "cottonseed": 108,
    "soybean": 106,
    "coconut": 62,
    "corn": 57,
    "groundnut": 48,
    "sesame": 29
   }
  }
 },
 "categories": {
  "Biscuits and cookies": {
   "with_fat": 354,
   "pct_palm": 82.2,
   "pct_named_other_only": 3.7,
   "pct_dairy_only": 9.0,
   "pct_unnamed_vegetable_oil": 4.5,
   "pct_hydrogenated_or_vanaspati": 29.4,
   "named_oils": {
    "sunflower": 6.5,
    "rice bran": 2.0,
    "coconut": 1.7,
    "sesame": 1.4,
    "soybean": 0.6,
    "canola": 0.3,
    "corn": 0.3
   },
   "counts": {
    "palm": 291,
    "named_other_only": 13,
    "dairy_only": 32,
    "unnamed_vegetable_oil": 16,
    "hydrogenated_or_vanaspati": 104,
    "named_oils": {
     "sunflower": 23,
     "rice bran": 7,
     "coconut": 6,
     "sesame": 5,
     "soybean": 2,
     "canola": 1,
     "corn": 1
    }
   }
  },
  "Breakfast cereals and muesli": {
   "with_fat": 61,
   "pct_palm": 37.7,
   "pct_named_other_only": 52.5,
   "pct_dairy_only": 8.2,
   "pct_unnamed_vegetable_oil": 1.6,
   "pct_hydrogenated_or_vanaspati": 4.9,
   "named_oils": {
    "rice bran": 49.2,
    "sunflower": 6.6,
    "soybean": 3.3,
    "canola": 1.6,
    "coconut": 1.6,
    "cottonseed": 1.6,
    "corn": 1.6
   },
   "counts": {
    "palm": 23,
    "named_other_only": 32,
    "dairy_only": 5,
    "unnamed_vegetable_oil": 1,
    "hydrogenated_or_vanaspati": 3,
    "named_oils": {
     "rice bran": 30,
     "sunflower": 4,
     "soybean": 2,
     "canola": 1,
     "coconut": 1,
     "cottonseed": 1,
     "corn": 1
    }
   }
  },
  "Cakes and bakery": {
   "with_fat": 164,
   "pct_palm": 45.7,
   "pct_named_other_only": 27.4,
   "pct_dairy_only": 7.3,
   "pct_unnamed_vegetable_oil": 18.3,
   "pct_hydrogenated_or_vanaspati": 12.2,
   "named_oils": {
    "sunflower": 15.2,
    "soybean": 9.1,
    "rice bran": 9.1,
    "groundnut": 3.0,
    "sesame": 1.8,
    "coconut": 1.2,
    "olive": 0.6,
    "cottonseed": 0.6
   },
   "counts": {
    "palm": 75,
    "named_other_only": 45,
    "dairy_only": 12,
    "unnamed_vegetable_oil": 30,
    "hydrogenated_or_vanaspati": 20,
    "named_oils": {
     "sunflower": 25,
     "soybean": 15,
     "rice bran": 15,
     "groundnut": 5,
     "sesame": 3,
     "coconut": 2,
     "olive": 1,
     "cottonseed": 1
    }
   }
  },
  "Chips and crisps": {
   "with_fat": 164,
   "pct_palm": 77.4,
   "pct_named_other_only": 17.1,
   "pct_dairy_only": 0.6,
   "pct_unnamed_vegetable_oil": 4.3,
   "pct_hydrogenated_or_vanaspati": 1.2,
   "named_oils": {
    "rice bran": 19.5,
    "sunflower": 15.9,
    "cottonseed": 7.3,
    "coconut": 6.7,
    "corn": 6.1,
    "groundnut": 4.3,
    "canola": 2.4,
    "sesame": 2.4
   },
   "counts": {
    "palm": 127,
    "named_other_only": 28,
    "dairy_only": 1,
    "unnamed_vegetable_oil": 7,
    "hydrogenated_or_vanaspati": 2,
    "named_oils": {
     "rice bran": 32,
     "sunflower": 26,
     "cottonseed": 12,
     "coconut": 11,
     "corn": 10,
     "groundnut": 7,
     "canola": 4,
     "sesame": 4
    }
   }
  },
  "Chocolate and confectionery": {
   "with_fat": 187,
   "pct_palm": 28.3,
   "pct_named_other_only": 5.3,
   "pct_dairy_only": 59.4,
   "pct_unnamed_vegetable_oil": 3.7,
   "pct_hydrogenated_or_vanaspati": 36.4,
   "named_oils": {
    "sunflower": 3.2,
    "coconut": 2.1,
    "sesame": 1.6,
    "canola": 0.5,
    "soybean": 0.5
   },
   "counts": {
    "palm": 53,
    "named_other_only": 10,
    "dairy_only": 111,
    "unnamed_vegetable_oil": 7,
    "hydrogenated_or_vanaspati": 68,
    "named_oils": {
     "sunflower": 6,
     "coconut": 4,
     "sesame": 3,
     "canola": 1,
     "soybean": 1
    }
   }
  },
  "Ice cream and frozen desserts": {
   "with_fat": 66,
   "pct_palm": 45.5,
   "pct_named_other_only": 24.2,
   "pct_dairy_only": 28.8,
   "pct_unnamed_vegetable_oil": 0.0,
   "pct_hydrogenated_or_vanaspati": 9.1,
   "named_oils": {
    "coconut": 31.8,
    "soybean": 4.5,
    "canola": 3.0,
    "cottonseed": 3.0,
    "almond": 1.5,
    "sunflower": 1.5
   },
   "counts": {
    "palm": 30,
    "named_other_only": 16,
    "dairy_only": 19,
    "unnamed_vegetable_oil": 0,
    "hydrogenated_or_vanaspati": 6,
    "named_oils": {
     "coconut": 21,
     "soybean": 3,
     "canola": 2,
     "cottonseed": 2,
     "almond": 1,
     "sunflower": 1
    }
   }
  },
  "Instant noodles and pasta": {
   "with_fat": 109,
   "pct_palm": 89.9,
   "pct_named_other_only": 4.6,
   "pct_dairy_only": 0.9,
   "pct_unnamed_vegetable_oil": 3.7,
   "pct_hydrogenated_or_vanaspati": 0.9,
   "named_oils": {
    "corn": 11.0,
    "soybean": 8.3,
    "sunflower": 7.3,
    "rice bran": 4.6,
    "coconut": 2.8
   },
   "counts": {
    "palm": 98,
    "named_other_only": 5,
    "dairy_only": 1,
    "unnamed_vegetable_oil": 4,
    "hydrogenated_or_vanaspati": 1,
    "named_oils": {
     "corn": 12,
     "soybean": 9,
     "sunflower": 8,
     "rice bran": 5,
     "coconut": 3
    }
   }
  },
  "Namkeen and savoury snacks": {
   "with_fat": 99,
   "pct_palm": 65.7,
   "pct_named_other_only": 22.2,
   "pct_dairy_only": 2.0,
   "pct_unnamed_vegetable_oil": 8.1,
   "pct_hydrogenated_or_vanaspati": 5.1,
   "named_oils": {
    "rice bran": 22.2,
    "cottonseed": 20.2,
    "corn": 11.1,
    "sunflower": 10.1,
    "groundnut": 6.1,
    "sesame": 2.0,
    "canola": 1.0,
    "soybean": 1.0
   },
   "counts": {
    "palm": 65,
    "named_other_only": 22,
    "dairy_only": 2,
    "unnamed_vegetable_oil": 8,
    "hydrogenated_or_vanaspati": 5,
    "named_oils": {
     "rice bran": 22,
     "cottonseed": 20,
     "corn": 11,
     "sunflower": 10,
     "groundnut": 6,
     "sesame": 2,
     "canola": 1,
     "soybean": 1
    }
   }
  },
  "Sauces, ketchup and spreads": {
   "with_fat": 162,
   "pct_palm": 8.0,
   "pct_named_other_only": 55.6,
   "pct_dairy_only": 26.5,
   "pct_unnamed_vegetable_oil": 6.8,
   "pct_hydrogenated_or_vanaspati": 11.7,
   "named_oils": {
    "soybean": 27.8,
    "rice bran": 6.8,
    "sunflower": 5.6,
    "groundnut": 5.6,
    "cottonseed": 4.3,
    "sesame": 3.1,
    "mustard": 2.5,
    "olive": 1.9
   },
   "counts": {
    "palm": 13,
    "named_other_only": 90,
    "dairy_only": 43,
    "unnamed_vegetable_oil": 11,
    "hydrogenated_or_vanaspati": 19,
    "named_oils": {
     "soybean": 45,
     "rice bran": 11,
     "sunflower": 9,
     "groundnut": 9,
     "cottonseed": 7,
     "sesame": 5,
     "mustard": 4,
     "olive": 3
    }
   }
  }
 }
}