{
 "source": "Open Food Facts India rows (data/off_india.csv, pulled 1 October 2026), hand-audited 17 October 2026",
 "candidates_with_english_list": 68,
 "verdicts": {
  "food": 49,
  "staple": 15,
  "duplicate": 2,
  "supplement": 1,
  "unreadable": 1
 },
 "foods": 49,
 "first_ingredient": {
  "millet": {
   "k": 30,
   "n": 49,
   "pct": 61.2
  },
  "wheat": {
   "k": 7,
   "n": 49,
   "pct": 14.3
  },
  "oats": {
   "k": 7,
   "n": 49,
   "pct": 14.3
  },
  "sugar": {
   "k": 3,
   "n": 49,
   "pct": 6.1
  },
  "corn": {
   "k": 1,
   "n": 49,
   "pct": 2.0
  },
  "peanut": {
   "k": 1,
   "n": 49,
   "pct": 2.0
  }
 },
 "millet_not_first": {
  "k": 19,
  "n": 49,
  "pct": 38.8
 },
 "millet_pct_printed": {
  "k": 28,
  "n": 49,
  "pct": 57.1
 },
 "millet_pct_not_printed": {
  "k": 21,
  "n": 49,
  "pct": 42.9
 },
 "millet_pct_median": 25.0,
 "millet_pct_min": 9.6,
 "millet_pct_max": 54.0,
 "half_millet_or_more": {
  "k": 3,
  "n": 28,
  "pct": 10.7
 },
 "under_half_millet": {
  "k": 25,
  "n": 28,
  "pct": 89.3
 },
 "sugar_named_before_first_millet": {
  "k": 4,
  "n": 49,
  "pct": 8.2
 },
 "any_added_sugar": {
  "k": 34,
  "n": 49,
  "pct": 69.4
 },
 "palm": {
  "k": 12,
  "n": 49,
  "pct": 24.5
 },
 "hydrogenated_or_interesterified": {
  "k": 3,
  "n": 49,
  "pct": 6.1
 },
 "examples": {
  "ragi_named_wafer": "a choco wafer sold as 'ragi bites': millets 16.7% with ragi 0.4%; atta leads the flours",
  "ragi_malt": "a malt drink mix printing '25% ragi' on the front lists sugar first, ragi 25% second"
 }
}