{
  "title": "Tan List self-tanner review themes",
  "collected_at": "2026-05-03",
  "editorial_reviewed_at": "2026-07-10",
  "source_captured_rows": 1684,
  "captured_formula_rows": 1626,
  "unique_review_urls": 1126,
  "verified_rows": 1116,
  "nonempty_review_texts": 1125,
  "amazon_listings": 29,
  "excluded_accessory_rows": 58,
  "excluded_accessory_review_urls": 49,
  "helpful_only_review_urls": 866,
  "recent_only_review_urls": 92,
  "helpful_and_recent_review_urls": 168,
  "slice_row_counts": {
    "five_star_helpful": 260,
    "four_star_helpful": 277,
    "one_star_helpful": 265,
    "recent_all": 280,
    "three_star_helpful": 270,
    "two_star_helpful": 264,
    "validate_recent_all": 10
  },
  "rating_counts": {
    "1.0": 198,
    "2.0": 187,
    "3.0": 207,
    "4.0": 237,
    "5.0": 297
  },
  "note": "Formula rows are deduplicated by review URL after excluding one standalone applicator-kit listing. The capture intentionally combines recent-all with rating-stratified helpful slices. Tags are lexical mentions, not sentiment or complaint rates; counts overlap.",
  "themes": [
    {
      "theme": "easy_smooth",
      "count": 387
    },
    {
      "theme": "smell_scent",
      "count": 350
    },
    {
      "theme": "streak_patchy",
      "count": 345
    },
    {
      "theme": "format_choice",
      "count": 342
    },
    {
      "theme": "skin_tone_fit",
      "count": 334
    },
    {
      "theme": "orange_cast",
      "count": 321
    },
    {
      "theme": "natural_glow",
      "count": 303
    },
    {
      "theme": "value_size",
      "count": 263
    },
    {
      "theme": "transfer_stain",
      "count": 200
    },
    {
      "theme": "application_difficulty",
      "count": 191
    },
    {
      "theme": "fade_quality",
      "count": 186
    },
    {
      "theme": "sticky_dry_time",
      "count": 166
    },
    {
      "theme": "face_pores",
      "count": 136
    },
    {
      "theme": "sensitive_breakout",
      "count": 63
    },
    {
      "theme": "event_timing",
      "count": 57
    },
    {
      "theme": "clean_skincare",
      "count": 35
    }
  ]
}