{
  "month": "August 2026",
  "slug": "august-2026",
  "covered_from": "2026-08-01",
  "covered_to": "2026-08-31",
  "partial": false,
  "generated_at": "2026-10-12T22:41:25.173Z",
  "definitions": [
    {
      "id": "posted-wait",
      "term": "Posted wait",
      "definition": "Disney's posted standby wait for a ride, as shown in its app, read by SupaPark about every 5 minutes. Readings are averaged per ride per half hour (open readings only); one open half-hour of one ride is one \"slot\". Posted waits are measured, not estimated.",
      "source": "wait_times (raw, 30-day retention) → wait_halfhour_archive (durable half-hour archive)"
    },
    {
      "id": "posted-wait-month",
      "term": "Monthly posted-wait figures",
      "definition": "For a ride and month: the mean posted wait is the average of its open half-hour slots; \"60+ minute share\" is the share of those slots whose average posted wait was 60 minutes or more; the peak hour is the hour of day (Eastern) with the highest average posted wait, among hours with at least 10 slots. A ride is ranked only with at least 100 open half-hours in the month. Every figure is a slot-weighted sum over the cells CSV.",
      "source": "wait_halfhour_archive"
    },
    {
      "id": "day-ahead-forecast-gap",
      "term": "Posted wait vs day-ahead forecast",
      "definition": "For a ride and month: SupaPark's served forecast made one day ahead for each ride and hour, compared with the average posted wait later observed in that hour. Mean absolute error is the average size of the miss in minutes; bias is the average of forecast minus posted (positive = the forecast ran high).",
      "source": "forward_accuracy (kind = 'ride', model_version = 'v1', lead_days = 1)"
    }
  ],
  "summary": {
    "days": 31,
    "rides_tracked": 55,
    "rides_ranked": 55,
    "slots": 45022,
    "samples": 249510,
    "longest": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "mean_posted": 73.3,
      "slots": 818,
      "peak_hour": 19,
      "peak_hour_mean": 84.1
    },
    "most_long": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "long_pct": 83.7
    },
    "resort_peak_hour": {
      "hour": 12,
      "mean": 28.6
    },
    "forecast_hours": 12430,
    "forecast_mae": 8.4,
    "forecast_bias": 2.4
  },
  "parks": [
    {
      "park_slug": "hollywood-studios",
      "rides": 12,
      "slots": 9969,
      "mean_posted": 27.4,
      "long_pct": 10.4
    },
    {
      "park_slug": "animal-kingdom",
      "rides": 7,
      "slots": 4689,
      "mean_posted": 24.8,
      "long_pct": 6.4
    },
    {
      "park_slug": "epcot",
      "rides": 13,
      "slots": 10101,
      "mean_posted": 24.3,
      "long_pct": 13.3
    },
    {
      "park_slug": "magic-kingdom",
      "rides": 23,
      "slots": 20263,
      "mean_posted": 20.7,
      "long_pct": 3.6
    }
  ],
  "rides": [
    {
      "attraction_slug": "guardians-of-the-galaxy-cosmic-rewind",
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 818,
      "samples": 4585,
      "mean_posted": 73.3,
      "long_slots": 685,
      "long_pct": 83.7,
      "peak_hour": 19,
      "peak_hour_mean": 84.1,
      "forecast_hours": 357,
      "forecast_mean_predicted": 78.7,
      "forecast_mean_posted": 74.2,
      "forecast_mae": 11.1,
      "forecast_bias": 4.5
    },
    {
      "attraction_slug": "test-track",
      "name": "Test Track",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 660,
      "samples": 3389,
      "mean_posted": 64.9,
      "long_slots": 413,
      "long_pct": 62.6,
      "peak_hour": 18,
      "peak_hour_mean": 73,
      "forecast_hours": 298,
      "forecast_mean_predicted": 71.6,
      "forecast_mean_posted": 66.8,
      "forecast_mae": 15,
      "forecast_bias": 4.8
    },
    {
      "attraction_slug": "slinky-dog-dash",
      "name": "Slinky Dog Dash",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 708,
      "samples": 3787,
      "mean_posted": 62.2,
      "long_slots": 366,
      "long_pct": 51.7,
      "peak_hour": 12,
      "peak_hour_mean": 71.9,
      "forecast_hours": 319,
      "forecast_mean_predicted": 67.3,
      "forecast_mean_posted": 64.1,
      "forecast_mae": 14.7,
      "forecast_bias": 3.2
    },
    {
      "attraction_slug": "tron-lightcycle-run",
      "name": "TRON Lightcycle / Run",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 925,
      "samples": 5192,
      "mean_posted": 57.9,
      "long_slots": 405,
      "long_pct": 43.8,
      "peak_hour": 20,
      "peak_hour_mean": 71.2,
      "forecast_hours": 379,
      "forecast_mean_predicted": 64.8,
      "forecast_mean_posted": 60.6,
      "forecast_mae": 10.7,
      "forecast_bias": 4.2
    },
    {
      "attraction_slug": "rock-n-roller-coaster-starring-the-muppets",
      "name": "Rock ’n’ Roller Coaster Starring The Muppets",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 837,
      "samples": 4677,
      "mean_posted": 54.5,
      "long_slots": 308,
      "long_pct": 36.8,
      "peak_hour": 12,
      "peak_hour_mean": 63.1,
      "forecast_hours": 314,
      "forecast_mean_predicted": 56.9,
      "forecast_mean_posted": 54.7,
      "forecast_mae": 12.2,
      "forecast_bias": 2.3
    },
    {
      "attraction_slug": "avatar-flight-of-passage",
      "name": "Avatar Flight of Passage",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 737,
      "samples": 4179,
      "mean_posted": 51,
      "long_slots": 207,
      "long_pct": 28.1,
      "peak_hour": 11,
      "peak_hour_mean": 63.3,
      "forecast_hours": 324,
      "forecast_mean_predicted": 57.7,
      "forecast_mean_posted": 52.2,
      "forecast_mae": 13.3,
      "forecast_bias": 5.5
    },
    {
      "attraction_slug": "star-wars-rise-of-the-resistance",
      "name": "Star Wars: Rise of the Resistance",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 799,
      "samples": 4340,
      "mean_posted": 48.5,
      "long_slots": 162,
      "long_pct": 20.3,
      "peak_hour": 12,
      "peak_hour_mean": 59.9,
      "forecast_hours": 348,
      "forecast_mean_predicted": 55,
      "forecast_mean_posted": 51.6,
      "forecast_mae": 17.3,
      "forecast_bias": 3.4
    },
    {
      "attraction_slug": "frozen-ever-after",
      "name": "Frozen Ever After",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 783,
      "samples": 4323,
      "mean_posted": 48,
      "long_slots": 155,
      "long_pct": 19.8,
      "peak_hour": 13,
      "peak_hour_mean": 57.9,
      "forecast_hours": 346,
      "forecast_mean_predicted": 52.9,
      "forecast_mean_posted": 50.9,
      "forecast_mae": 8.3,
      "forecast_bias": 2.1
    },
    {
      "attraction_slug": "remy-s-ratatouille-adventure",
      "name": "Remy's Ratatouille Adventure",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 814,
      "samples": 4515,
      "mean_posted": 44.3,
      "long_slots": 90,
      "long_pct": 11.1,
      "peak_hour": 15,
      "peak_hour_mean": 54.3,
      "forecast_hours": 358,
      "forecast_mean_predicted": 49.3,
      "forecast_mean_posted": 45.9,
      "forecast_mae": 9.7,
      "forecast_bias": 3.4
    },
    {
      "attraction_slug": "seven-dwarfs-mine-train",
      "name": "Seven Dwarfs Mine Train",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 883,
      "samples": 4794,
      "mean_posted": 43.1,
      "long_slots": 78,
      "long_pct": 8.8,
      "peak_hour": 18,
      "peak_hour_mean": 50.9,
      "forecast_hours": 359,
      "forecast_mean_predicted": 48.6,
      "forecast_mean_posted": 45.9,
      "forecast_mae": 7.3,
      "forecast_bias": 2.7
    },
    {
      "attraction_slug": "toy-story-mania",
      "name": "Toy Story Mania!",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 853,
      "samples": 4758,
      "mean_posted": 39.5,
      "long_slots": 75,
      "long_pct": 8.8,
      "peak_hour": 11,
      "peak_hour_mean": 47,
      "forecast_hours": 368,
      "forecast_mean_predicted": 43.9,
      "forecast_mean_posted": 42.2,
      "forecast_mae": 10.5,
      "forecast_bias": 1.6
    },
    {
      "attraction_slug": "space-mountain",
      "name": "Space Mountain",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 867,
      "samples": 4790,
      "mean_posted": 37.5,
      "long_slots": 112,
      "long_pct": 12.9,
      "peak_hour": 17,
      "peak_hour_mean": 45.5,
      "forecast_hours": 350,
      "forecast_mean_predicted": 45,
      "forecast_mean_posted": 41.7,
      "forecast_mae": 22.1,
      "forecast_bias": 3.3
    },
    {
      "attraction_slug": "mickey-minnie-s-runaway-railway",
      "name": "Mickey & Minnie's Runaway Railway",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 823,
      "samples": 4577,
      "mean_posted": 37.2,
      "long_slots": 14,
      "long_pct": 1.7,
      "peak_hour": 11,
      "peak_hour_mean": 48.9,
      "forecast_hours": 364,
      "forecast_mean_predicted": 41.3,
      "forecast_mean_posted": 39.8,
      "forecast_mae": 7.4,
      "forecast_bias": 1.5
    },
    {
      "attraction_slug": "the-twilight-zonetm-tower-of-terror",
      "name": "The Twilight Zone™ Tower of Terror",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 862,
      "samples": 4831,
      "mean_posted": 37,
      "long_slots": 94,
      "long_pct": 10.9,
      "peak_hour": 12,
      "peak_hour_mean": 46.9,
      "forecast_hours": 368,
      "forecast_mean_predicted": 42.7,
      "forecast_mean_posted": 38.8,
      "forecast_mae": 13,
      "forecast_bias": 3.9
    },
    {
      "attraction_slug": "peter-pan-s-flight",
      "name": "Peter Pan's Flight",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 960,
      "samples": 5418,
      "mean_posted": 36.4,
      "long_slots": 33,
      "long_pct": 3.4,
      "peak_hour": 15,
      "peak_hour_mean": 45.1,
      "forecast_hours": 381,
      "forecast_mean_predicted": 41.2,
      "forecast_mean_posted": 39.9,
      "forecast_mae": 7.2,
      "forecast_bias": 1.3
    },
    {
      "attraction_slug": "na-vi-river-journey",
      "name": "Na'vi River Journey",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 737,
      "samples": 4170,
      "mean_posted": 33.8,
      "long_slots": 14,
      "long_pct": 1.9,
      "peak_hour": 11,
      "peak_hour_mean": 47,
      "forecast_hours": 324,
      "forecast_mean_predicted": 36.9,
      "forecast_mean_posted": 36.2,
      "forecast_mae": 6.8,
      "forecast_bias": 0.7
    },
    {
      "attraction_slug": "tiana-s-bayou-adventure",
      "name": "Tiana's Bayou Adventure",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 845,
      "samples": 4625,
      "mean_posted": 32,
      "long_slots": 56,
      "long_pct": 6.6,
      "peak_hour": 13,
      "peak_hour_mean": 44,
      "forecast_hours": 359,
      "forecast_mean_predicted": 39.8,
      "forecast_mean_posted": 35.3,
      "forecast_mae": 10.8,
      "forecast_bias": 4.5
    },
    {
      "attraction_slug": "kali-river-rapids",
      "name": "Kali River Rapids",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 575,
      "samples": 3101,
      "mean_posted": 31.7,
      "long_slots": 43,
      "long_pct": 7.5,
      "peak_hour": 14,
      "peak_hour_mean": 46.9,
      "forecast_hours": 273,
      "forecast_mean_predicted": 35.4,
      "forecast_mean_posted": 32.3,
      "forecast_mae": 10.6,
      "forecast_bias": 3.1
    },
    {
      "attraction_slug": "buzz-lightyear-s-space-ranger-spin",
      "name": "Buzz Lightyear’s Space Ranger Spin",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 928,
      "samples": 5174,
      "mean_posted": 30.5,
      "long_slots": 25,
      "long_pct": 2.7,
      "peak_hour": 18,
      "peak_hour_mean": 38.8,
      "forecast_hours": 371,
      "forecast_mean_predicted": 34.4,
      "forecast_mean_posted": 34.1,
      "forecast_mae": 7.1,
      "forecast_bias": 0.3
    },
    {
      "attraction_slug": "big-thunder-mountain-railroad",
      "name": "Big Thunder Mountain Railroad",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 824,
      "samples": 4493,
      "mean_posted": 28.3,
      "long_slots": 13,
      "long_pct": 1.6,
      "peak_hour": 18,
      "peak_hour_mean": 35.8,
      "forecast_hours": 354,
      "forecast_mean_predicted": 31.9,
      "forecast_mean_posted": 30.4,
      "forecast_mae": 7.5,
      "forecast_bias": 1.5
    },
    {
      "attraction_slug": "millennium-falcon-smugglers-run",
      "name": "Millennium Falcon: Smugglers Run",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 863,
      "samples": 4882,
      "mean_posted": 27.7,
      "long_slots": 18,
      "long_pct": 2.1,
      "peak_hour": 11,
      "peak_hour_mean": 41.3,
      "forecast_hours": 368,
      "forecast_mean_predicted": 32.5,
      "forecast_mean_posted": 29.6,
      "forecast_mae": 8.2,
      "forecast_bias": 3
    },
    {
      "attraction_slug": "jungle-cruise",
      "name": "Jungle Cruise",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 856,
      "samples": 4691,
      "mean_posted": 25.8,
      "long_slots": 1,
      "long_pct": 0.1,
      "peak_hour": 11,
      "peak_hour_mean": 35.4,
      "forecast_hours": 359,
      "forecast_mean_predicted": 30.3,
      "forecast_mean_posted": 28.8,
      "forecast_mae": 6.2,
      "forecast_bias": 1.5
    },
    {
      "attraction_slug": "the-many-adventures-of-winnie-the-pooh",
      "name": "The Many Adventures of Winnie the Pooh",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 931,
      "samples": 5026,
      "mean_posted": 25.4,
      "long_slots": 2,
      "long_pct": 0.2,
      "peak_hour": 16,
      "peak_hour_mean": 32.9,
      "forecast_hours": 378,
      "forecast_mean_predicted": 28.6,
      "forecast_mean_posted": 28.1,
      "forecast_mae": 5.4,
      "forecast_bias": 0.5
    },
    {
      "attraction_slug": "soarin-across-america",
      "name": "Soarin' Across America",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 829,
      "samples": 4681,
      "mean_posted": 24.5,
      "long_slots": 5,
      "long_pct": 0.6,
      "peak_hour": 12,
      "peak_hour_mean": 37.3,
      "forecast_hours": 312,
      "forecast_mean_predicted": 35.9,
      "forecast_mean_posted": 24.7,
      "forecast_mae": 13.3,
      "forecast_bias": 11.2
    },
    {
      "attraction_slug": "kilimanjaro-safaris",
      "name": "Kilimanjaro Safaris",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 700,
      "samples": 3981,
      "mean_posted": 23,
      "long_slots": 29,
      "long_pct": 4.1,
      "peak_hour": 10,
      "peak_hour_mean": 51.2,
      "forecast_hours": 324,
      "forecast_mean_predicted": 25.1,
      "forecast_mean_posted": 23.9,
      "forecast_mae": 7.8,
      "forecast_bias": 1.3
    },
    {
      "attraction_slug": "expedition-everest-legend-of-the-forbidden-mountain",
      "name": "Expedition Everest - Legend of the Forbidden Mountain",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 685,
      "samples": 3755,
      "mean_posted": 22.4,
      "long_slots": 6,
      "long_pct": 0.9,
      "peak_hour": 12,
      "peak_hour_mean": 37.8,
      "forecast_hours": 310,
      "forecast_mean_predicted": 26.6,
      "forecast_mean_posted": 23.8,
      "forecast_mae": 7.7,
      "forecast_bias": 2.9
    },
    {
      "attraction_slug": "alien-swirling-saucers",
      "name": "Alien Swirling Saucers",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 31,
      "slots": 862,
      "samples": 4866,
      "mean_posted": 21.6,
      "long_slots": 3,
      "long_pct": 0.3,
      "peak_hour": 12,
      "peak_hour_mean": 34,
      "forecast_hours": 368,
      "forecast_mean_predicted": 26.8,
      "forecast_mean_posted": 23.5,
      "forecast_mae": 6.7,
      "forecast_bias": 3.4
    },
    {
      "attraction_slug": "haunted-mansion",
      "name": "Haunted Mansion",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 900,
      "samples": 5037,
      "mean_posted": 20.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 12,
      "peak_hour_mean": 25.3,
      "forecast_hours": 347,
      "forecast_mean_predicted": 22.7,
      "forecast_mean_posted": 21.4,
      "forecast_mae": 4.5,
      "forecast_bias": 1.3
    },
    {
      "attraction_slug": "mission-space",
      "name": "Mission: SPACE",
      "park_slug": "epcot",
      "ranked": true,
      "days": 31,
      "slots": 837,
      "samples": 4729,
      "mean_posted": 16,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 11,
      "peak_hour_mean": 19.8,
      "forecast_hours": 360,
      "forecast_mean_predicted": 17.2,
      "forecast_mean_posted": 16.3,
      "forecast_mae": 2.6,
      "forecast_bias": 0.9
    },
    {
      "attraction_slug": "walt-disney-world-railroad-fantasyland",
      "name": "Walt Disney World Railroad - Fantasyland",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 618,
      "samples": 3428,
      "mean_posted": 13.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 16,
      "forecast_hours": 0,
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      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "walt-disney-world-railroad-main-street-u-s-a",
      "name": "Walt Disney World Railroad - Main Street, U.S.A.",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 618,
      "samples": 3430,
      "mean_posted": 13.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 16,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "tomorrowland-speedway",
      "name": "Tomorrowland Speedway",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 31,
      "slots": 912,
      "samples": 5055,
      "mean_posted": 13.4,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 16.7,
      "forecast_hours": 12,
      "forecast_mean_predicted": 16.4,
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