{
  "month": "September 2026",
  "slug": "september-2026",
  "covered_from": "2026-09-01",
  "covered_to": "2026-09-30",
  "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": 30,
    "rides_tracked": 55,
    "rides_ranked": 55,
    "slots": 43168,
    "samples": 231109,
    "longest": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "mean_posted": 77.3,
      "slots": 783,
      "peak_hour": 19,
      "peak_hour_mean": 90.9
    },
    "most_long": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "long_pct": 76.8
    },
    "resort_peak_hour": {
      "hour": 12,
      "mean": 27.5
    },
    "forecast_hours": 12441,
    "forecast_mae": 7.6,
    "forecast_bias": -0.4
  },
  "parks": [
    {
      "park_slug": "epcot",
      "rides": 13,
      "slots": 9793,
      "mean_posted": 25.7,
      "long_pct": 14.2
    },
    {
      "park_slug": "hollywood-studios",
      "rides": 12,
      "slots": 9289,
      "mean_posted": 25.1,
      "long_pct": 7.5
    },
    {
      "park_slug": "animal-kingdom",
      "rides": 7,
      "slots": 4421,
      "mean_posted": 23.5,
      "long_pct": 6.8
    },
    {
      "park_slug": "magic-kingdom",
      "rides": 23,
      "slots": 19665,
      "mean_posted": 18.6,
      "long_pct": 2
    }
  ],
  "rides": [
    {
      "attraction_slug": "guardians-of-the-galaxy-cosmic-rewind",
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 783,
      "samples": 4221,
      "mean_posted": 77.3,
      "long_slots": 601,
      "long_pct": 76.8,
      "peak_hour": 19,
      "peak_hour_mean": 90.9,
      "forecast_hours": 353,
      "forecast_mean_predicted": 79,
      "forecast_mean_posted": 79.6,
      "forecast_mae": 16.6,
      "forecast_bias": -0.7
    },
    {
      "attraction_slug": "test-track",
      "name": "Test Track",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 639,
      "samples": 3195,
      "mean_posted": 61.6,
      "long_slots": 349,
      "long_pct": 54.6,
      "peak_hour": 13,
      "peak_hour_mean": 74.3,
      "forecast_hours": 304,
      "forecast_mean_predicted": 66.9,
      "forecast_mean_posted": 64.2,
      "forecast_mae": 13.4,
      "forecast_bias": 2.7
    },
    {
      "attraction_slug": "slinky-dog-dash",
      "name": "Slinky Dog Dash",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 28,
      "slots": 654,
      "samples": 3424,
      "mean_posted": 58,
      "long_slots": 278,
      "long_pct": 42.5,
      "peak_hour": 12,
      "peak_hour_mean": 70.6,
      "forecast_hours": 310,
      "forecast_mean_predicted": 61.7,
      "forecast_mean_posted": 60,
      "forecast_mae": 12,
      "forecast_bias": 1.7
    },
    {
      "attraction_slug": "frozen-ever-after",
      "name": "Frozen Ever After",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 750,
      "samples": 4018,
      "mean_posted": 52,
      "long_slots": 268,
      "long_pct": 35.7,
      "peak_hour": 17,
      "peak_hour_mean": 63.7,
      "forecast_hours": 341,
      "forecast_mean_predicted": 55,
      "forecast_mean_posted": 55.3,
      "forecast_mae": 8.6,
      "forecast_bias": -0.3
    },
    {
      "attraction_slug": "tron-lightcycle-run",
      "name": "TRON Lightcycle / Run",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 870,
      "samples": 4650,
      "mean_posted": 51.7,
      "long_slots": 268,
      "long_pct": 30.8,
      "peak_hour": 20,
      "peak_hour_mean": 61.3,
      "forecast_hours": 349,
      "forecast_mean_predicted": 52.6,
      "forecast_mean_posted": 55.7,
      "forecast_mae": 11,
      "forecast_bias": -3.1
    },
    {
      "attraction_slug": "rock-n-roller-coaster-starring-the-muppets",
      "name": "Rock ’n’ Roller Coaster Starring The Muppets",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 773,
      "samples": 4155,
      "mean_posted": 46.6,
      "long_slots": 169,
      "long_pct": 21.9,
      "peak_hour": 18,
      "peak_hour_mean": 56,
      "forecast_hours": 354,
      "forecast_mean_predicted": 51.2,
      "forecast_mean_posted": 48.8,
      "forecast_mae": 9.3,
      "forecast_bias": 2.4
    },
    {
      "attraction_slug": "avatar-flight-of-passage",
      "name": "Avatar Flight of Passage",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 717,
      "samples": 3936,
      "mean_posted": 46.3,
      "long_slots": 196,
      "long_pct": 27.3,
      "peak_hour": 11,
      "peak_hour_mean": 58.3,
      "forecast_hours": 317,
      "forecast_mean_predicted": 46.2,
      "forecast_mean_posted": 48,
      "forecast_mae": 14.5,
      "forecast_bias": -1.8
    },
    {
      "attraction_slug": "remy-s-ratatouille-adventure",
      "name": "Remy's Ratatouille Adventure",
      "park_slug": "epcot",
      "ranked": true,
      "days": 29,
      "slots": 737,
      "samples": 3931,
      "mean_posted": 46.1,
      "long_slots": 156,
      "long_pct": 21.2,
      "peak_hour": 15,
      "peak_hour_mean": 58.7,
      "forecast_hours": 336,
      "forecast_mean_predicted": 48.5,
      "forecast_mean_posted": 48.2,
      "forecast_mae": 10.2,
      "forecast_bias": 0.4
    },
    {
      "attraction_slug": "star-wars-rise-of-the-resistance",
      "name": "Star Wars: Rise of the Resistance",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 736,
      "samples": 3932,
      "mean_posted": 44.2,
      "long_slots": 108,
      "long_pct": 14.7,
      "peak_hour": 11,
      "peak_hour_mean": 54.1,
      "forecast_hours": 352,
      "forecast_mean_predicted": 46.2,
      "forecast_mean_posted": 45.9,
      "forecast_mae": 9.7,
      "forecast_bias": 0.4
    },
    {
      "attraction_slug": "seven-dwarfs-mine-train",
      "name": "Seven Dwarfs Mine Train",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 872,
      "samples": 4587,
      "mean_posted": 38.3,
      "long_slots": 49,
      "long_pct": 5.6,
      "peak_hour": 17,
      "peak_hour_mean": 45.7,
      "forecast_hours": 341,
      "forecast_mean_predicted": 41.1,
      "forecast_mean_posted": 42.5,
      "forecast_mae": 7.1,
      "forecast_bias": -1.5
    },
    {
      "attraction_slug": "mickey-minnie-s-runaway-railway",
      "name": "Mickey & Minnie's Runaway Railway",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 785,
      "samples": 4252,
      "mean_posted": 37.9,
      "long_slots": 26,
      "long_pct": 3.3,
      "peak_hour": 12,
      "peak_hour_mean": 47.5,
      "forecast_hours": 357,
      "forecast_mean_predicted": 40.2,
      "forecast_mean_posted": 40.2,
      "forecast_mae": 7,
      "forecast_bias": 0
    },
    {
      "attraction_slug": "toy-story-mania",
      "name": "Toy Story Mania!",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 801,
      "samples": 4360,
      "mean_posted": 36.7,
      "long_slots": 49,
      "long_pct": 6.1,
      "peak_hour": 12,
      "peak_hour_mean": 47.8,
      "forecast_hours": 362,
      "forecast_mean_predicted": 39.6,
      "forecast_mean_posted": 39.1,
      "forecast_mae": 9.3,
      "forecast_bias": 0.5
    },
    {
      "attraction_slug": "peter-pan-s-flight",
      "name": "Peter Pan's Flight",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 886,
      "samples": 4733,
      "mean_posted": 33.7,
      "long_slots": 15,
      "long_pct": 1.7,
      "peak_hour": 16,
      "peak_hour_mean": 41.7,
      "forecast_hours": 337,
      "forecast_mean_predicted": 36.8,
      "forecast_mean_posted": 38.1,
      "forecast_mae": 5.4,
      "forecast_bias": -1.4
    },
    {
      "attraction_slug": "na-vi-river-journey",
      "name": "Na'vi River Journey",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 716,
      "samples": 3926,
      "mean_posted": 33.1,
      "long_slots": 24,
      "long_pct": 3.4,
      "peak_hour": 11,
      "peak_hour_mean": 46.5,
      "forecast_hours": 317,
      "forecast_mean_predicted": 34.8,
      "forecast_mean_posted": 36.1,
      "forecast_mae": 8.1,
      "forecast_bias": -1.2
    },
    {
      "attraction_slug": "the-twilight-zonetm-tower-of-terror",
      "name": "The Twilight Zone™ Tower of Terror",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 798,
      "samples": 4340,
      "mean_posted": 32.9,
      "long_slots": 49,
      "long_pct": 6.1,
      "peak_hour": 11,
      "peak_hour_mean": 41.4,
      "forecast_hours": 359,
      "forecast_mean_predicted": 35.2,
      "forecast_mean_posted": 34,
      "forecast_mae": 9.7,
      "forecast_bias": 1.2
    },
    {
      "attraction_slug": "kilimanjaro-safaris",
      "name": "Kilimanjaro Safaris",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 642,
      "samples": 3538,
      "mean_posted": 26.8,
      "long_slots": 51,
      "long_pct": 7.9,
      "peak_hour": 10,
      "peak_hour_mean": 49.4,
      "forecast_hours": 315,
      "forecast_mean_predicted": 24.5,
      "forecast_mean_posted": 27.2,
      "forecast_mae": 8.3,
      "forecast_bias": -2.7
    },
    {
      "attraction_slug": "buzz-lightyear-s-space-ranger-spin",
      "name": "Buzz Lightyear’s Space Ranger Spin",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 912,
      "samples": 4928,
      "mean_posted": 26.4,
      "long_slots": 10,
      "long_pct": 1.1,
      "peak_hour": 17,
      "peak_hour_mean": 38.6,
      "forecast_hours": 351,
      "forecast_mean_predicted": 29.7,
      "forecast_mean_posted": 30.8,
      "forecast_mae": 6.1,
      "forecast_bias": -1.1
    },
    {
      "attraction_slug": "big-thunder-mountain-railroad",
      "name": "Big Thunder Mountain Railroad",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 833,
      "samples": 4356,
      "mean_posted": 26.1,
      "long_slots": 12,
      "long_pct": 1.4,
      "peak_hour": 12,
      "peak_hour_mean": 35.4,
      "forecast_hours": 334,
      "forecast_mean_predicted": 28,
      "forecast_mean_posted": 29,
      "forecast_mae": 8.2,
      "forecast_bias": -1
    },
    {
      "attraction_slug": "soarin-across-america",
      "name": "Soarin' Across America",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 803,
      "samples": 4408,
      "mean_posted": 25.8,
      "long_slots": 16,
      "long_pct": 2,
      "peak_hour": 11,
      "peak_hour_mean": 36,
      "forecast_hours": 360,
      "forecast_mean_predicted": 26.7,
      "forecast_mean_posted": 27.7,
      "forecast_mae": 7.6,
      "forecast_bias": -0.9
    },
    {
      "attraction_slug": "the-many-adventures-of-winnie-the-pooh",
      "name": "The Many Adventures of Winnie the Pooh",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 906,
      "samples": 4788,
      "mean_posted": 25,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 17,
      "peak_hour_mean": 33.1,
      "forecast_hours": 353,
      "forecast_mean_predicted": 26.7,
      "forecast_mean_posted": 28.8,
      "forecast_mae": 5.3,
      "forecast_bias": -2.1
    },
    {
      "attraction_slug": "jungle-cruise",
      "name": "Jungle Cruise",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 857,
      "samples": 4535,
      "mean_posted": 24.6,
      "long_slots": 5,
      "long_pct": 0.6,
      "peak_hour": 11,
      "peak_hour_mean": 35.4,
      "forecast_hours": 346,
      "forecast_mean_predicted": 26.7,
      "forecast_mean_posted": 28.7,
      "forecast_mae": 6.7,
      "forecast_bias": -2
    },
    {
      "attraction_slug": "tiana-s-bayou-adventure",
      "name": "Tiana's Bayou Adventure",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 815,
      "samples": 4280,
      "mean_posted": 23.5,
      "long_slots": 25,
      "long_pct": 3.1,
      "peak_hour": 13,
      "peak_hour_mean": 36,
      "forecast_hours": 330,
      "forecast_mean_predicted": 27.9,
      "forecast_mean_posted": 27.6,
      "forecast_mae": 10,
      "forecast_bias": 0.3
    },
    {
      "attraction_slug": "millennium-falcon-smugglers-run",
      "name": "Millennium Falcon: Smugglers Run",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 808,
      "samples": 4435,
      "mean_posted": 23.3,
      "long_slots": 13,
      "long_pct": 1.6,
      "peak_hour": 12,
      "peak_hour_mean": 37,
      "forecast_hours": 363,
      "forecast_mean_predicted": 25.7,
      "forecast_mean_posted": 24.7,
      "forecast_mae": 7,
      "forecast_bias": 1
    },
    {
      "attraction_slug": "space-mountain",
      "name": "Space Mountain",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 900,
      "samples": 4840,
      "mean_posted": 22.1,
      "long_slots": 11,
      "long_pct": 1.2,
      "peak_hour": 12,
      "peak_hour_mean": 30,
      "forecast_hours": 348,
      "forecast_mean_predicted": 27.1,
      "forecast_mean_posted": 25.2,
      "forecast_mae": 10.9,
      "forecast_bias": 1.9
    },
    {
      "attraction_slug": "alien-swirling-saucers",
      "name": "Alien Swirling Saucers",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 30,
      "slots": 807,
      "samples": 4416,
      "mean_posted": 22,
      "long_slots": 4,
      "long_pct": 0.5,
      "peak_hour": 12,
      "peak_hour_mean": 34.2,
      "forecast_hours": 362,
      "forecast_mean_predicted": 22.6,
      "forecast_mean_posted": 23.8,
      "forecast_mae": 7.2,
      "forecast_bias": -1.2
    },
    {
      "attraction_slug": "kali-river-rapids",
      "name": "Kali River Rapids",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 563,
      "samples": 2921,
      "mean_posted": 21.7,
      "long_slots": 30,
      "long_pct": 5.3,
      "peak_hour": 13,
      "peak_hour_mean": 36.4,
      "forecast_hours": 273,
      "forecast_mean_predicted": 25.3,
      "forecast_mean_posted": 22.7,
      "forecast_mae": 11,
      "forecast_bias": 2.6
    },
    {
      "attraction_slug": "haunted-mansion",
      "name": "Haunted Mansion",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 885,
      "samples": 4737,
      "mean_posted": 20.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 12,
      "peak_hour_mean": 25.5,
      "forecast_hours": 352,
      "forecast_mean_predicted": 20.3,
      "forecast_mean_posted": 22.1,
      "forecast_mae": 4.7,
      "forecast_bias": -1.8
    },
    {
      "attraction_slug": "expedition-everest-legend-of-the-forbidden-mountain",
      "name": "Expedition Everest - Legend of the Forbidden Mountain",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 30,
      "slots": 644,
      "samples": 3438,
      "mean_posted": 19.6,
      "long_slots": 1,
      "long_pct": 0.2,
      "peak_hour": 12,
      "peak_hour_mean": 32.8,
      "forecast_hours": 297,
      "forecast_mean_predicted": 20.9,
      "forecast_mean_posted": 21.1,
      "forecast_mae": 7,
      "forecast_bias": -0.2
    },
    {
      "attraction_slug": "mission-space",
      "name": "Mission: SPACE",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 808,
      "samples": 4431,
      "mean_posted": 16.4,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 11,
      "peak_hour_mean": 20.7,
      "forecast_hours": 360,
      "forecast_mean_predicted": 17.5,
      "forecast_mean_posted": 16.8,
      "forecast_mae": 2.9,
      "forecast_bias": 0.7
    },
    {
      "attraction_slug": "living-with-the-land",
      "name": "Living with the Land",
      "park_slug": "epcot",
      "ranked": true,
      "days": 30,
      "slots": 764,
      "samples": 4167,
      "mean_posted": 15.2,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 11,
      "peak_hour_mean": 27.1,
      "forecast_hours": 359,
      "forecast_mean_predicted": 13.9,
      "forecast_mean_posted": 15.8,
      "forecast_mae": 5.2,
      "forecast_bias": -1.9
    },
    {
      "attraction_slug": "walt-disney-world-railroad-fantasyland",
      "name": "Walt Disney World Railroad - Fantasyland",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 27,
      "slots": 494,
      "samples": 2614,
      "mean_posted": 14.6,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 20,
      "peak_hour_mean": 17.7,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "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": 27,
      "slots": 495,
      "samples": 2612,
      "mean_posted": 14.6,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 20,
      "peak_hour_mean": 17.7,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
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