{
  "title": "Klar cannabis withdrawal data report 2026",
  "source": "Klar app, consenting users (share_anonymized = true), 2025-12-22 → 2026-10-26",
  "license": "CC BY 4.0 — cite \"Klar (liveklar.com), Cannabis Withdrawal Data Report 2026\"",
  "method": "Consent-filtered (share_anonymized = TRUE) aggregates pulled read-only via the Supabase Management API on 2026-10-26. No user ids, no free text. Group minimum for publication: >= 30 distinct users (day-level) or >= 50 events; figures below that stay in this file but are not published.",
  "series": {
    "symptom_severity_by_week": [
      {
        "week": "w1",
        "users": 130,
        "days_logged": 511,
        "cravings": 5.35,
        "irritability": 5.35,
        "insomnia": 5.35,
        "anxiety": 5.24,
        "brain_fog": 5.05,
        "dreams": 5.05,
        "appetite": 4.7,
        "physical": 4.44
      },
      {
        "week": "w2",
        "users": 51,
        "days_logged": 221,
        "cravings": 4.24,
        "irritability": 4.24,
        "insomnia": 5.3,
        "anxiety": 4.38,
        "brain_fog": 4.43,
        "dreams": 5.27,
        "appetite": 3.29,
        "physical": 3.33
      },
      {
        "week": "w3-4",
        "users": 39,
        "days_logged": 213,
        "cravings": 4.51,
        "irritability": 4.02,
        "insomnia": 4.97,
        "anxiety": 3.99,
        "brain_fog": 3.67,
        "dreams": 5.11,
        "appetite": 2.95,
        "physical": 3.14
      }
    ],
    "severity_by_day": [
      {
        "day": 1,
        "users": 102,
        "overall": 4.61,
        "insomnia": 5.4,
        "vivid_dreams": 3.69,
        "anxiety": 5.38,
        "cravings": 5.57,
        "irritability": 5.5,
        "appetite": 5
      },
      {
        "day": 2,
        "users": 57,
        "overall": 4.41,
        "insomnia": 5.38,
        "vivid_dreams": 5.52,
        "anxiety": 4.35,
        "cravings": 5.15,
        "irritability": 4.98,
        "appetite": 4.77
      },
      {
        "day": 3,
        "users": 58,
        "overall": 4.95,
        "insomnia": 6.09,
        "vivid_dreams": 6.23,
        "anxiety": 5.72,
        "cravings": 5.26,
        "irritability": 5.5,
        "appetite": 4.96
      },
      {
        "day": 4,
        "users": 45,
        "overall": 4.5,
        "insomnia": 5.27,
        "vivid_dreams": 6.88,
        "anxiety": 5.2,
        "cravings": 5.57,
        "irritability": 5.62,
        "appetite": 4.67
      },
      {
        "day": 5,
        "users": 41,
        "overall": 4.62,
        "insomnia": 5.96,
        "vivid_dreams": 4.8,
        "anxiety": 5.28,
        "cravings": 4.72,
        "irritability": 5.07,
        "appetite": 4.53
      },
      {
        "day": 6,
        "users": 38,
        "overall": 4.45,
        "insomnia": 4.38,
        "vivid_dreams": 5,
        "anxiety": 5.67,
        "cravings": 5.14,
        "irritability": 5.78,
        "appetite": 3.69
      },
      {
        "day": 7,
        "users": 38,
        "overall": 4.75,
        "insomnia": 4.46,
        "vivid_dreams": 5.18,
        "anxiety": 5.17,
        "cravings": 5.39,
        "irritability": 4.97,
        "appetite": 4.1
      },
      {
        "day": 8,
        "users": 41,
        "overall": 4.21,
        "insomnia": 6.08,
        "vivid_dreams": 5.78,
        "anxiety": 4.79,
        "cravings": 3.92,
        "irritability": 5.35,
        "appetite": 3.47
      },
      {
        "day": 9,
        "users": 34,
        "overall": 4.3,
        "insomnia": 6.04,
        "vivid_dreams": 5.08,
        "anxiety": 4.48,
        "cravings": 4.38,
        "irritability": 4.29,
        "appetite": 4
      }
    ],
    "cravings_by_hour": [
      {
        "h": 0,
        "n": 22,
        "users": 17,
        "intensity": 5.7
      },
      {
        "h": 1,
        "n": 8,
        "users": 5,
        "intensity": 7
      },
      {
        "h": 2,
        "n": 9,
        "users": 5,
        "intensity": 6
      },
      {
        "h": 3,
        "n": 1,
        "users": 1,
        "intensity": null
      },
      {
        "h": 4,
        "n": 0,
        "users": 0,
        "intensity": null
      },
      {
        "h": 5,
        "n": 2,
        "users": 2,
        "intensity": null
      },
      {
        "h": 6,
        "n": 6,
        "users": 6,
        "intensity": 3
      },
      {
        "h": 7,
        "n": 10,
        "users": 7,
        "intensity": 4
      },
      {
        "h": 8,
        "n": 17,
        "users": 15,
        "intensity": 5
      },
      {
        "h": 9,
        "n": 38,
        "users": 23,
        "intensity": 5.54
      },
      {
        "h": 10,
        "n": 30,
        "users": 21,
        "intensity": 5.08
      },
      {
        "h": 11,
        "n": 53,
        "users": 26,
        "intensity": 4.5
      },
      {
        "h": 12,
        "n": 33,
        "users": 22,
        "intensity": 4.91
      },
      {
        "h": 13,
        "n": 35,
        "users": 27,
        "intensity": 3.75
      },
      {
        "h": 14,
        "n": 46,
        "users": 28,
        "intensity": 4.41
      },
      {
        "h": 15,
        "n": 42,
        "users": 26,
        "intensity": 3.83
      },
      {
        "h": 16,
        "n": 55,
        "users": 27,
        "intensity": 5.42
      },
      {
        "h": 17,
        "n": 52,
        "users": 26,
        "intensity": 5.42
      },
      {
        "h": 18,
        "n": 48,
        "users": 33,
        "intensity": 5.42
      },
      {
        "h": 19,
        "n": 62,
        "users": 30,
        "intensity": 5.77
      },
      {
        "h": 20,
        "n": 68,
        "users": 34,
        "intensity": 6
      },
      {
        "h": 21,
        "n": 47,
        "users": 24,
        "intensity": 5.61
      },
      {
        "h": 22,
        "n": 50,
        "users": 28,
        "intensity": 4.93
      },
      {
        "h": 23,
        "n": 51,
        "users": 28,
        "intensity": 5.06
      }
    ],
    "slip_rate_by_phase": [
      {
        "bucket": "02-03",
        "days": 336,
        "users": 162,
        "slip_days": 87,
        "slip_pct": 25.9
      },
      {
        "bucket": "04-07",
        "days": 497,
        "users": 128,
        "slip_days": 117,
        "slip_pct": 23.5
      },
      {
        "bucket": "08-14",
        "days": 636,
        "users": 97,
        "slip_days": 135,
        "slip_pct": 21.2
      },
      {
        "bucket": "15-30",
        "days": 1048,
        "users": 78,
        "slip_days": 167,
        "slip_pct": 15.9
      },
      {
        "bucket": "31-60",
        "days": 1146,
        "users": 57,
        "slip_days": 251,
        "slip_pct": 21.9
      }
    ],
    "slips_by_weekday": [
      {
        "dow": 1,
        "n": 85,
        "users": 37
      },
      {
        "dow": 2,
        "n": 82,
        "users": 31
      },
      {
        "dow": 3,
        "n": 86,
        "users": 34
      },
      {
        "dow": 4,
        "n": 92,
        "users": 34
      },
      {
        "dow": 5,
        "n": 90,
        "users": 37
      },
      {
        "dow": 6,
        "n": 87,
        "users": 38
      },
      {
        "dow": 7,
        "n": 109,
        "users": 39
      }
    ],
    "slip_triggers": {
      "total_with_trigger": 305,
      "rows": [
        {
          "key": "habit_cue",
          "n": 150,
          "users": 44,
          "pct": 49
        },
        {
          "key": "stress",
          "n": 41,
          "users": 22,
          "pct": 13
        },
        {
          "key": "other",
          "n": 38,
          "users": 25,
          "pct": 12
        },
        {
          "key": "boredom",
          "n": 34,
          "users": 19,
          "pct": 11
        },
        {
          "key": "emotional",
          "n": 34,
          "users": 12,
          "pct": 11
        },
        {
          "key": "social_pressure",
          "n": 8,
          "users": 6,
          "pct": 3
        }
      ]
    },
    "motivations": {
      "total_answered": 201,
      "rows": [
        {
          "key": "feel_myself",
          "n": 88,
          "pct": 44
        },
        {
          "key": "health",
          "n": 41,
          "pct": 20
        },
        {
          "key": "career",
          "n": 22,
          "pct": 11
        },
        {
          "key": "relationships",
          "n": 19,
          "pct": 9
        },
        {
          "key": "prove",
          "n": 16,
          "pct": 8
        },
        {
          "key": "financial",
          "n": 8,
          "pct": 4
        },
        {
          "key": "role_model",
          "n": 4,
          "pct": 2
        },
        {
          "key": "other",
          "n": 3,
          "pct": 1
        }
      ]
    },
    "withdrawal_severity_self_assessed": {
      "total": 231,
      "rows": [
        {
          "level": "Minimal",
          "n": 41,
          "pct": 18
        },
        {
          "level": "Mild",
          "n": 80,
          "pct": 35
        },
        {
          "level": "Moderate",
          "n": 53,
          "pct": 23
        },
        {
          "level": "Severe",
          "n": 57,
          "pct": 25
        }
      ]
    }
  },
  "headline": {
    "consenting_profiles": 1437,
    "period": {
      "start": "2025-12-22",
      "end": "2026-10-26"
    },
    "checkins": 5960,
    "checkin_users": 188,
    "clean_day_share_pct": 77.2,
    "symptom_logs": 3501,
    "symptom_log_users": 129,
    "cravings_logged": 785,
    "craving_users": 140,
    "cravings_mean_intensity": 5.16,
    "cravings_outcome_logged": 270,
    "cravings_passed_pct": 77,
    "cravings_by_time_band": [
      {
        "band": "evening",
        "n": 326,
        "users": 93,
        "intensity": 5.55,
        "passed": 57,
        "used": 19
      },
      {
        "band": "afternoon",
        "n": 263,
        "users": 84,
        "intensity": 4.77,
        "passed": 79,
        "used": 27
      },
      {
        "band": "morning",
        "n": 154,
        "users": 65,
        "intensity": 4.8,
        "passed": 54,
        "used": 13
      },
      {
        "band": "night",
        "n": 42,
        "users": 25,
        "intensity": 6,
        "passed": 19,
        "used": 2
      }
    ],
    "slips_logged": 631,
    "slip_users": 98,
    "first_slip": {
      "users": 98,
      "med_first_slip_day": 2,
      "p25": 1,
      "p75": 5.75,
      "within_3_days": 69,
      "within_7_days": 77,
      "within_14_days": 84
    },
    "slip_prevalence_7d": {
      "users_7d": 111,
      "with_slip": 76,
      "pct": 68.5
    },
    "usage": {
      "median_years": 4,
      "p25_years": 2,
      "p75_years": 7,
      "n_years": 216,
      "multiple_daily_pct": 71,
      "n_frequency": 217,
      "median_age": 29,
      "n_age": 217,
      "age_25_34_pct": 54
    },
    "dependency_score": {
      "median": 71,
      "p25": 61,
      "p75": 81,
      "n": 231,
      "scale": "0–100"
    },
    "languages": [
      {
        "lang": "de",
        "n": 638,
        "pct": 44
      },
      {
        "lang": "en",
        "n": 210,
        "pct": 15
      },
      {
        "lang": "unknown",
        "n": 176,
        "pct": 12
      },
      {
        "lang": "pt",
        "n": 176,
        "pct": 12
      },
      {
        "lang": "fr",
        "n": 148,
        "pct": 10
      },
      {
        "lang": "es",
        "n": 86,
        "pct": 6
      },
      {
        "lang": "pl",
        "n": 3,
        "pct": 0
      }
    ]
  }
}