{
  "month": "July 2026",
  "slug": "july-2026",
  "covered_from": "2026-07-17",
  "covered_to": "2026-07-31",
  "partial": true,
  "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": 15,
    "rides_tracked": 55,
    "rides_ranked": 51,
    "slots": 19610,
    "samples": 111989,
    "longest": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "mean_posted": 75.1,
      "slots": 399,
      "peak_hour": 19,
      "peak_hour_mean": 86.8
    },
    "most_long": {
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "slug": "guardians-of-the-galaxy-cosmic-rewind",
      "long_pct": 90
    },
    "resort_peak_hour": {
      "hour": 12,
      "mean": 29
    },
    "forecast_hours": 4784,
    "forecast_mae": 7.3,
    "forecast_bias": -1.8
  },
  "parks": [
    {
      "park_slug": "hollywood-studios",
      "rides": 11,
      "slots": 4472,
      "mean_posted": 29.4,
      "long_pct": 15.8
    },
    {
      "park_slug": "animal-kingdom",
      "rides": 6,
      "slots": 1885,
      "mean_posted": 26.6,
      "long_pct": 11.3
    },
    {
      "park_slug": "epcot",
      "rides": 12,
      "slots": 4507,
      "mean_posted": 24.1,
      "long_pct": 15.9
    },
    {
      "park_slug": "magic-kingdom",
      "rides": 22,
      "slots": 8423,
      "mean_posted": 22.9,
      "long_pct": 5.3
    }
  ],
  "rides": [
    {
      "attraction_slug": "guardians-of-the-galaxy-cosmic-rewind",
      "name": "Guardians of the Galaxy: Cosmic Rewind",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
      "slots": 399,
      "samples": 2310,
      "mean_posted": 75.1,
      "long_slots": 359,
      "long_pct": 90,
      "peak_hour": 19,
      "peak_hour_mean": 86.8,
      "forecast_hours": 168,
      "forecast_mean_predicted": 71.4,
      "forecast_mean_posted": 76.7,
      "forecast_mae": 11,
      "forecast_bias": -5.3
    },
    {
      "attraction_slug": "tron-lightcycle-run",
      "name": "TRON Lightcycle / Run",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 435,
      "samples": 2521,
      "mean_posted": 72.1,
      "long_slots": 330,
      "long_pct": 75.9,
      "peak_hour": 22,
      "peak_hour_mean": 92.8,
      "forecast_hours": 193,
      "forecast_mean_predicted": 66.4,
      "forecast_mean_posted": 72,
      "forecast_mae": 10.9,
      "forecast_bias": -5.6
    },
    {
      "attraction_slug": "test-track",
      "name": "Test Track",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
      "slots": 354,
      "samples": 1971,
      "mean_posted": 71,
      "long_slots": 273,
      "long_pct": 77.1,
      "peak_hour": 12,
      "peak_hour_mean": 80.2,
      "forecast_hours": 154,
      "forecast_mean_predicted": 75.1,
      "forecast_mean_posted": 74.5,
      "forecast_mae": 14,
      "forecast_bias": 0.6
    },
    {
      "attraction_slug": "slinky-dog-dash",
      "name": "Slinky Dog Dash",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 383,
      "samples": 2125,
      "mean_posted": 68.3,
      "long_slots": 272,
      "long_pct": 71,
      "peak_hour": 15,
      "peak_hour_mean": 78,
      "forecast_hours": 163,
      "forecast_mean_predicted": 67.1,
      "forecast_mean_posted": 72,
      "forecast_mae": 16.3,
      "forecast_bias": -4.9
    },
    {
      "attraction_slug": "rock-n-roller-coaster-starring-the-muppets",
      "name": "Rock ’n’ Roller Coaster Starring The Muppets",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 403,
      "samples": 2322,
      "mean_posted": 61.5,
      "long_slots": 233,
      "long_pct": 57.8,
      "peak_hour": 18,
      "peak_hour_mean": 75.3,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "avatar-flight-of-passage",
      "name": "Avatar Flight of Passage",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 350,
      "samples": 2052,
      "mean_posted": 60.4,
      "long_slots": 159,
      "long_pct": 45.4,
      "peak_hour": 10,
      "peak_hour_mean": 73.9,
      "forecast_hours": 153,
      "forecast_mean_predicted": 57.5,
      "forecast_mean_posted": 61.8,
      "forecast_mae": 12.3,
      "forecast_bias": -4.3
    },
    {
      "attraction_slug": "seven-dwarfs-mine-train",
      "name": "Seven Dwarfs Mine Train",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 418,
      "samples": 2372,
      "mean_posted": 51.7,
      "long_slots": 98,
      "long_pct": 23.4,
      "peak_hour": 20,
      "peak_hour_mean": 60.8,
      "forecast_hours": 186,
      "forecast_mean_predicted": 50,
      "forecast_mean_posted": 53.6,
      "forecast_mae": 9,
      "forecast_bias": -3.6
    },
    {
      "attraction_slug": "star-wars-rise-of-the-resistance",
      "name": "Star Wars: Rise of the Resistance",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 391,
      "samples": 2184,
      "mean_posted": 49,
      "long_slots": 110,
      "long_pct": 28.1,
      "peak_hour": 12,
      "peak_hour_mean": 59.5,
      "forecast_hours": 166,
      "forecast_mean_predicted": 50.5,
      "forecast_mean_posted": 53.3,
      "forecast_mae": 9.3,
      "forecast_bias": -2.9
    },
    {
      "attraction_slug": "frozen-ever-after",
      "name": "Frozen Ever After",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
      "slots": 348,
      "samples": 1937,
      "mean_posted": 48.3,
      "long_slots": 73,
      "long_pct": 21,
      "peak_hour": 14,
      "peak_hour_mean": 59.6,
      "forecast_hours": 155,
      "forecast_mean_predicted": 48,
      "forecast_mean_posted": 51.5,
      "forecast_mae": 9.6,
      "forecast_bias": -3.5
    },
    {
      "attraction_slug": "the-twilight-zonetm-tower-of-terror",
      "name": "The Twilight Zone™ Tower of Terror",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 417,
      "samples": 2428,
      "mean_posted": 41,
      "long_slots": 51,
      "long_pct": 12.2,
      "peak_hour": 13,
      "peak_hour_mean": 49.6,
      "forecast_hours": 169,
      "forecast_mean_predicted": 44,
      "forecast_mean_posted": 44.3,
      "forecast_mae": 9.4,
      "forecast_bias": -0.3
    },
    {
      "attraction_slug": "peter-pan-s-flight",
      "name": "Peter Pan's Flight",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 4,
      "slots": 104,
      "samples": 592,
      "mean_posted": 40.7,
      "long_slots": 3,
      "long_pct": 2.9,
      "peak_hour": null,
      "peak_hour_mean": null,
      "forecast_hours": 48,
      "forecast_mean_predicted": 45.8,
      "forecast_mean_posted": 42.4,
      "forecast_mae": 7.5,
      "forecast_bias": 3.5
    },
    {
      "attraction_slug": "toy-story-mania",
      "name": "Toy Story Mania!",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 411,
      "samples": 2352,
      "mean_posted": 40.6,
      "long_slots": 25,
      "long_pct": 6.1,
      "peak_hour": 14,
      "peak_hour_mean": 49.6,
      "forecast_hours": 168,
      "forecast_mean_predicted": 41.7,
      "forecast_mean_posted": 44.6,
      "forecast_mae": 8.6,
      "forecast_bias": -2.9
    },
    {
      "attraction_slug": "space-mountain",
      "name": "Space Mountain",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 417,
      "samples": 2355,
      "mean_posted": 37.8,
      "long_slots": 8,
      "long_pct": 1.9,
      "peak_hour": 13,
      "peak_hour_mean": 45,
      "forecast_hours": 184,
      "forecast_mean_predicted": 37.3,
      "forecast_mean_posted": 39.4,
      "forecast_mae": 7.4,
      "forecast_bias": -2.1
    },
    {
      "attraction_slug": "kali-river-rapids",
      "name": "Kali River Rapids",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 285,
      "samples": 1601,
      "mean_posted": 36.1,
      "long_slots": 40,
      "long_pct": 14,
      "peak_hour": 13,
      "peak_hour_mean": 55,
      "forecast_hours": 133,
      "forecast_mean_predicted": 33.9,
      "forecast_mean_posted": 36.6,
      "forecast_mae": 9.9,
      "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": 4,
      "slots": 106,
      "samples": 605,
      "mean_posted": 34.7,
      "long_slots": 4,
      "long_pct": 3.8,
      "peak_hour": null,
      "peak_hour_mean": null,
      "forecast_hours": 48,
      "forecast_mean_predicted": 39.6,
      "forecast_mean_posted": 36.9,
      "forecast_mae": 6.8,
      "forecast_bias": 2.7
    },
    {
      "attraction_slug": "big-thunder-mountain-railroad",
      "name": "Big Thunder Mountain Railroad",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 415,
      "samples": 2363,
      "mean_posted": 33.3,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 40.7,
      "forecast_hours": 186,
      "forecast_mean_predicted": 31.7,
      "forecast_mean_posted": 34.2,
      "forecast_mae": 5.9,
      "forecast_bias": -2.4
    },
    {
      "attraction_slug": "jungle-cruise",
      "name": "Jungle Cruise",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 421,
      "samples": 2397,
      "mean_posted": 32,
      "long_slots": 4,
      "long_pct": 1,
      "peak_hour": 16,
      "peak_hour_mean": 42,
      "forecast_hours": 191,
      "forecast_mean_predicted": 33.4,
      "forecast_mean_posted": 33.5,
      "forecast_mae": 6.5,
      "forecast_bias": -0.1
    },
    {
      "attraction_slug": "millennium-falcon-smugglers-run",
      "name": "Millennium Falcon: Smugglers Run",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 419,
      "samples": 2437,
      "mean_posted": 32,
      "long_slots": 15,
      "long_pct": 3.6,
      "peak_hour": 11,
      "peak_hour_mean": 45.5,
      "forecast_hours": 169,
      "forecast_mean_predicted": 33.2,
      "forecast_mean_posted": 34.9,
      "forecast_mae": 7.7,
      "forecast_bias": -1.7
    },
    {
      "attraction_slug": "soarin-across-america",
      "name": "Soarin' Across America",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
      "slots": 400,
      "samples": 2330,
      "mean_posted": 30,
      "long_slots": 10,
      "long_pct": 2.5,
      "peak_hour": 14,
      "peak_hour_mean": 42.4,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "the-many-adventures-of-winnie-the-pooh",
      "name": "The Many Adventures of Winnie the Pooh",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 448,
      "samples": 2509,
      "mean_posted": 28.7,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 37.9,
      "forecast_hours": 193,
      "forecast_mean_predicted": 29.6,
      "forecast_mean_posted": 30,
      "forecast_mae": 5,
      "forecast_bias": -0.4
    },
    {
      "attraction_slug": "expedition-everest-legend-of-the-forbidden-mountain",
      "name": "Expedition Everest - Legend of the Forbidden Mountain",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 321,
      "samples": 1796,
      "mean_posted": 27.1,
      "long_slots": 2,
      "long_pct": 0.6,
      "peak_hour": 12,
      "peak_hour_mean": 40.7,
      "forecast_hours": 147,
      "forecast_mean_predicted": 24.6,
      "forecast_mean_posted": 28,
      "forecast_mae": 7.8,
      "forecast_bias": -3.3
    },
    {
      "attraction_slug": "alien-swirling-saucers",
      "name": "Alien Swirling Saucers",
      "park_slug": "hollywood-studios",
      "ranked": true,
      "days": 15,
      "slots": 418,
      "samples": 2434,
      "mean_posted": 26.7,
      "long_slots": 2,
      "long_pct": 0.5,
      "peak_hour": 11,
      "peak_hour_mean": 35.7,
      "forecast_hours": 169,
      "forecast_mean_predicted": 26.6,
      "forecast_mean_posted": 29.7,
      "forecast_mae": 6.4,
      "forecast_bias": -3.1
    },
    {
      "attraction_slug": "kilimanjaro-safaris",
      "name": "Kilimanjaro Safaris",
      "park_slug": "animal-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 336,
      "samples": 1974,
      "mean_posted": 23.9,
      "long_slots": 12,
      "long_pct": 3.6,
      "peak_hour": 10,
      "peak_hour_mean": 50.8,
      "forecast_hours": 153,
      "forecast_mean_predicted": 22.6,
      "forecast_mean_posted": 24.3,
      "forecast_mae": 8.9,
      "forecast_bias": -1.6
    },
    {
      "attraction_slug": "haunted-mansion",
      "name": "Haunted Mansion",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 430,
      "samples": 2471,
      "mean_posted": 22.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 28.6,
      "forecast_hours": 166,
      "forecast_mean_predicted": 22.3,
      "forecast_mean_posted": 23.2,
      "forecast_mae": 4,
      "forecast_bias": -0.8
    },
    {
      "attraction_slug": "mission-space",
      "name": "Mission: SPACE",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
      "slots": 399,
      "samples": 2311,
      "mean_posted": 17.1,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 12,
      "peak_hour_mean": 19.8,
      "forecast_hours": 168,
      "forecast_mean_predicted": 16.4,
      "forecast_mean_posted": 17.4,
      "forecast_mae": 3.5,
      "forecast_bias": -1
    },
    {
      "attraction_slug": "pirates-of-the-caribbean",
      "name": "Pirates of the Caribbean",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 412,
      "samples": 2344,
      "mean_posted": 17,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 12,
      "peak_hour_mean": 25.9,
      "forecast_hours": 28,
      "forecast_mean_predicted": 19.6,
      "forecast_mean_posted": 19.5,
      "forecast_mae": 4.1,
      "forecast_bias": 0.1
    },
    {
      "attraction_slug": "astro-orbiter",
      "name": "Astro Orbiter",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 449,
      "samples": 2567,
      "mean_posted": 16.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 23,
      "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": 15,
      "slots": 343,
      "samples": 1956,
      "mean_posted": 16.4,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 13,
      "peak_hour_mean": 17.9,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "walt-disney-world-railroad-fantasyland",
      "name": "Walt Disney World Railroad - Fantasyland",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 343,
      "samples": 1956,
      "mean_posted": 16.1,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 18,
      "peak_hour_mean": 17.7,
      "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": 15,
      "slots": 447,
      "samples": 2574,
      "mean_posted": 15.7,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 20.5,
      "forecast_hours": 14,
      "forecast_mean_predicted": 14.5,
      "forecast_mean_posted": 15.5,
      "forecast_mae": 4.1,
      "forecast_bias": -1
    },
    {
      "attraction_slug": "under-the-sea-journey-of-the-little-mermaid",
      "name": "Under the Sea - Journey of The Little Mermaid",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 453,
      "samples": 2617,
      "mean_posted": 13.9,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 14,
      "peak_hour_mean": 21.2,
      "forecast_hours": 14,
      "forecast_mean_predicted": 17.4,
      "forecast_mean_posted": 16.2,
      "forecast_mae": 4,
      "forecast_bias": 1.2
    },
    {
      "attraction_slug": "the-barnstormer",
      "name": "The Barnstormer",
      "park_slug": "magic-kingdom",
      "ranked": true,
      "days": 15,
      "slots": 443,
      "samples": 2506,
      "mean_posted": 13.4,
      "long_slots": 0,
      "long_pct": 0,
      "peak_hour": 19,
      "peak_hour_mean": 23.2,
      "forecast_hours": 0,
      "forecast_mean_predicted": null,
      "forecast_mean_posted": null,
      "forecast_mae": null,
      "forecast_bias": null
    },
    {
      "attraction_slug": "spaceship-earth",
      "name": "Spaceship Earth",
      "park_slug": "epcot",
      "ranked": true,
      "days": 15,
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