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Disney Data Dump January 25 2023

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And we’re back! It’s been two whole weeks since you’ve gotten your dose of Disney data, and I know you’ve all been wondering what has been happening in the parks. Did the holiday weekend draw big crowds? Did the last operating day of Splash Mountain impact wait times at Magic Kingdom? Is attraction downtime back up now that the most crowded weeks of the year are behind us? We’ll talk about all of that and more this week.

Observed Crowd Levels 1/10 – 1/23

Observed crowd levels from January 10th through 23rd

Phew, things are cooling back off after a really hot start to January. Hooray! We can see that the second week of January stayed on the upper end of moderate. And then during the holiday week, things dropped below the “average” mark for quite a few days. Interestingly, that holiday Monday (1/16) wasn’t crowded even though the rest of the weekend is. In fact, Monday was a more pleasant day than Friday during that holiday weekend. This makes this middle portion of January look like a pretty great time to visit Walt Disney World. Moderate crowds, moderate weather (unless you’re a native Floridian, and 64 degrees is cold). But we need a few more details to paint the full picture.

Contrasting Park Crowds

The park-specific crowd levels from Magic Kingdom and Hollywood Studios shine a little more light on what was happening throughout these previous two weeks. Magic Kingdom is a great example of pretty wild swings in crowds from day to day, with no apparent explanation. The 15th/16th/17th trio looks a lot like a party season pattern, because the 16th was an After Hours event. But the total operating hours for the 16th and the 17th were exactly the same. People on the 16th weren’t getting fewer hours for their ticket price. And we see a similar pattern on the 18th/19th/20th, when there was no special event. We also don’t see the same thing happen on the 23rd, which was another After Hours event.

And at Hollywood Studios, there aren’t as many wild swings. But crowd levels are generally higher here. Even a couple of crowd-level 9 days that wouldn’t “feel” as moderate as the WDW-wide crowd level numbers make things seem.

How our predictions performed from January 10th through 23rd

Each week, I’m giving you a very transparent look into how our crowd level predictions performed. Each day at each park is one data point, so we have 28 different crowd level predictions to evaluate each week. Any time a prediction is within one or two crowd levels, things won’t really “feel” much different than what we predicted. Being off by 3 or more crowd levels is where we’d like to be more accurate because you might feel that difference in wait times throughout the day.

In the past two weeks, Touring Plans predictions were either spot-on or within 1 crowd level 63% of the time. This is a pretty big drop-off from prediction performance in late December and early January, when crowds were predictably high. 86% of the time Touring Plans were within 2 crowd levels, and that means we earn a B for our predictions this past week. The biggest misses of the two weeks were both at Magic Kingdom. They happened on January 16th and 19th, when Touring Plans overestimated by 5 crowd levels each day! We predicted a 7, and it ended up being a 2.

Attraction Downtime 1/10 – 1/23

If we average out all of the capacity lost due to unexpected downtime over the past two weeks, it comes out to 3.4% of attractions unexpectedly being down. This is not a terrible number, which is helpful during crowded times of year. The park with the biggest issues was Magic Kingdom, with 3.8% of capacity its lost due to unexpected downtime. This is slightly up from the week before, but still really not bad compared to what we’ve seen in the past.

The worst day for attraction downtime in the past week was on January 22nd. On that day, 5% of all capacity at WDW was lost due to unexpected downtime. The single worst park-day of the week was on January 21st, at Animal Kingdom. On that day, 9% of the the capacity at that park was lost due to unexpected downtime. Animal Kingdom was open for 11 hours on that day, so 9% downtime is the equivalent of the whole park being down for an hour. Thankfully, it doesn’t seem like this downtime impacted the crowd level at Animal Kingdom, which was expected to be an 6, but ended up being an 5 instead.

Attraction Downtime

The worst offender was the TTA PeopleMover, which was unexpectedly down for approximately 13% of the week. Its worst day was easily January 12th, when it was unavailable for 78% the park day. On January 11th, PeopleMover went down around 7 pm and never really came back up. It then stayed down until almost 8 pm on the 12th.

Those poor Peoplemover vehicles, always breaking down

Rope Drop Downtime

Here are this week’s problematic offenders:

  • Magic Kingdom: Splash Mountain (unavailable for 24% of its first hour of the day), Pirates of the Caribbean (unavailable for 23% of its first hour of the day), TTA PeopleMover (unavailable for 12% of its first hour of the day)
  • EPCOTJourney Into Imagination (unavailable for 16% of its first hour of the day)
  • Hollywood Studios: Runaway Railway (unavailable for 17% of its first hour of the day), Rise of the Resistance (unavailable for 11% of its first hour of the day)
  • Animal Kingdom: No first-hour issues!

The first-hour issues in the past two weeks haven’t been as bad as we’ve seen previously. Splash Mountain and Pirates continued to be reliably unreliable. EPCOT looks much better than normal, since pretty much no one should be rope-dropping Journey Into Imagination anyway. Unless they’re getting ride photos with their Figment popcorn bucket. Hollywood Studios is still a little tricky. Rope dropping Rise of the Resistance is still your best bet if you have early entry, just be prepared with a backup plan (looking at you, Slinky Dog Dash).

Wait Times 1/10 – 1/23

Attractions with the Highest Average Posted Wait at each park

Looks at those scary averages from two weeks ago! If you were able to postpone your holiday Disney travel to mid-January instead of early January, lucky you. It’s still remarkable that Tower of Terror has the highest average posted wait of any attraction on property. Don’t let anyone tell you that sneaky refurbishment is over.

Seven Dwarfs Mine Train is seeing increasing wait times in proportion to other headliners

Parks with the Highest and Lowest Average Wait

These parks likely won’t change week-to-week unless something ridiculous happens, but these data points will give us a high-level view of how wait times are trending from week to week.

  • Highest: Hollywood Studios, average park-wide posted wait of 45 minutes (two weeks ago 58 minutes)
  • Lowest: EPCOT, average park-wide posted wait of 25 minutes (two weeks ago 31 minutes at Magic Kingdom)

Oh heyyyyyy new park with the lowest average wait for the first time ever! The end of party season at the Magic Kingdom and the start of the Festival of the Arts (which offers many diversions for folks at that park and draws them away from attraction lines) means that wait times have dropped more at EPCOT than they have at Magic Kingdom. So if you’re looking for a park to enjoy some attractions with lower waits, along with food booth options and other artsy activities, EPCOT is the place for you.

Most Inflated Posted Wait Times

We all know that Disney inflates their posted wait times on purpose. They have many reasons for doing this. Some are totally understandable, and some are potentially more problematic. We can figure out how much posted wait times are being inflated by comparing submitted actual wait times from the Lines App and the posted wait time when the person timing their wait entered the line.

From January 10th through 23rd, actual wait times in the Lines App averaged 66% of what was posted. This is a slight uptick from the previous 3 weeks. So if the posted wait time was 20 minutes, you could’ve expected to wait just over 13 minutes instead.

But the worst offender for the past two weeks was Peter Pan’s Flight. At this one attraction, submitted actual wait times were only 47% of posted wait times, which means that if Peter Pan’s Flight had a 60 minute posted wait, you probably would’ve waited just 28 minutes. Less than half of what was posted. Peter Pan’s Flight was also the “winner” for this category two weeks ago, so the inflated wait times are persistent. Remember to always check the Lines app for predicted actual waits instead of believing what is posted.

To be fair, you should just avoid any posted wait for Peter Pan’s Flight by rope-dropping it like these smart folks

Actual Wait Time Rock Star

The Actual Wait Time Rock Star for this past week was mbcollins, who submitted 50 wait times through the Lines App over the last 14 days. This includes 12 Lightning Lane waits, 34 Standby waits, 1 Single Rider wait, and 3 Virtual Queue waits. Thanks for your hard work, mbcollins!

mbcollins must have been motivated by seeing this post and watching last week’s rock star temporarily take their crown. But mbcollins still holds our “all-time” record here, with 41 actual wait times submitted between December 27th and January 2nd.

In the next week, we could especially use standby wait times for the WDW Railroad stations in Magic Kingdom, as well as the newly reopened character meet and greets.

Looking Ahead: January 24th through 30th

Since it takes time to pull data and write a post, you’ll be reading this on the 25th when the 24th is already in the past. But we’re staying as close to real-time as possible.

Throughout the upcoming week, everything should be … pretty normal. We’re expecting moderate crowds that stay relatively steady throughout the week. After Hours events will be held on the 25th at Hollywood Studios, but this shouldn’t particularly impact crowd levels on those days or the surrounding ones.

Otherwise expect crowd levels overall in the 5 or 6 range, and ranging between 4 and 7 at various parks. The one exception might be at Hollywood Studios, which has been somewhat spikey and could continue to surprise us, or have operational issues.


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Becky Gandillon

Becky Gandillon was trained in biomedical engineering, but is now a full-time data and analytics nerd. She loves problem solving and travelling. She and her husband, Jeff, live in St. Louis with their two daughters and they have Disney family movie night every Saturday. You can follow her on LinkedIn: or instagram @raisingminniemes

5 thoughts on “Disney Data Dump January 25 2023

  • What are the closing times for regular guests during the January night time parties, and how do they compare to the Halloween and Christmas parties?

    • 1 hour before “normal” closing on the surrounding days. But they also open one hour earlier, in general. So, same operating hours, and after evening entertainment happens.

  • We are headed to Hollywood Studios on Friday and Saturday. When everything is running properly in the morning, it seems like some of the headliner attractions have a little dip in wait time around 9:15/9:30 in the morning. I’ve noticed this with Rise of the Resistance, Slinky Dog Dash and Tower of Terror. My theory is that this dip period follows the first wave of people who line up and proceed through the ride at regular park opening. I’m curious to know what your thoughts are. (Also, I’ve been studying your videos and appreciate all your tips!)

  • I’m curious to see how wait times on other attraction at MK are impacted now that Splash Mountain is closed. Do you think those numbers will be equally distributed through the park, or should we expect wait times at the top attractions to be most impacted? I’m sure your data for this week may tell the story! We’ll be there in 2 weeks, so just wondering if I’ll need to adjust my plans accordingly!

    • Good question, Paul! The next week will be telling, although it’s difficult to separate the impact of a single ride closing from the rest of the changes that will be happening with crowds too. _Technically_ Disney has been introducing more capacity in the past week or two to “make up” for Splash closing. Pete’s Silly Sideshow and Ariel both opened, and Enchanted Tales with Belle is not far behind. But to your point, these obviously attract different types of visitors than Splash did.


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