Disney Crowd Calendar

How Our Crowd Calendar Works

Disney Crowd Calendar

FAQ on How to Use Our Tool to Spend Less Time in Line

What is a Crowd Calendar?

Our Walt Disney World Crowd Calendar is a researched measure of how many people are visiting Walt Disney World on a particular day. For Disney World as whole and for each individual theme park (Magic Kingdom, Epcot, Animal Kingdom, Hollywood Studios), we give a rank for every day of the year, from those that are the least crowded (Level 1) to those that are the most crowded (Level 10).

You can use this information to make informed decisions about what time of year to plan your Disney vacation and to help decide which day to visit each theme park during your trip.

How do We Determine Crowd Levels?

We use a lot of data.

We have a pool of historical data that includes over 8 million wait times, accumulated over more than 10 years of Disney World operations. Additionally, we track holiday dates and the vacation schedules of more than 140 key school districts, paying particular attention to floating dates such as President’s Day and Easter which impact winter and spring break crowds. We also use economic data from the US and other countries, which point us to travel spending trends. Historical and predicted weather data go into our models, as do observations about Disney's operations such as new attraction openings and maintenance schedules.

Further, Lines (Our TouringPlans app) users and our own employees record attraction wait times every day.

Posted wait time is the wait time that Disney posts on a sign outside of an attraction and in their app. Actual wait time is the amount of time a guest actually waited to get on an attraction. We predict both posted and actual wait times. Disney typically inflates the posted wait time so people are happy when they actually wait a short time.

We then crunch all the numbers and patterns into highly educated estimates of crowd levels and wait times. Whew!

How Accurate are Our Predictions?

We offer the most accurate Disney Crowd predictions available, if we do say so ourselves.

We are completely transparent about our prediction success rate. The top of the Crowd Calendar always gives a summary of how well our prediction matches the actual observed crowds on the previous day. We also publish a monthly article on our blog at touringplans.com/blog with a summary of how our predictions fared during the previous month. And we periodically tweak our analysis to keep our numbers on track.

Overall, we’re incredibly accurate, and if we’ve had a bad day, we let you know, and let you know what went wrong.

What is a 'Crowd'?

Sounds like a silly question but it may not be as simple as you think. You might say, "a crowd is a crowd, of course" but do we all define it the same way? When we say that we want to measure how crowded a theme park resort is we might be referring to any one of the following possibilities.

How hard is it to walk around the parks?
How far in advance do I have to book my hotel to make sure I get a room?
How long do I have to wait to experience the most popular attractions?
What is the total attendance across the resort?
When I tour around the parks how does it feel? Do I feel like people are in my personal space or is there room to breathe?
There are lots of other ways too: “How hard is it to find a parking space?” “Can I get the restaurant reservation I want?” or “Will the bus from my hotel to the theme park be so full that I’ll have to stand?” These are all perfectly valid ways to define a 'crowd' and it really doesn't matter which one you choose. All that matters is that the definition is clear and that we all know which one we are using.

What Do the Crowd Calendar Numbers Mean?

The crowd level is based on a scale from 1 to 10, with 1 being the least crowded and 10 being most crowded. The scale represents the average wait time between 11 AM and 5 PM at key attractions.

How Do I Use the Crowd Calendar?

Click on the individual days or use the "Jump to Day" form to see the crowd levels, park recommendations, park hours and parade and firework schedules for a single day on one simple page.

Compare the crowds from your previous trip to your next one in the Historical Crowds section.

How important is choosing the right time of year to visit?

We’ll be honest, all things being equal you’re likely to have a more relaxing visit to Walt Disney World if you visit on a day we’ve ranked as a Crowd Level 2 than you will on a Crowd Level 9 day. So, if you can choose a lower crowd time to visit, that may mean that you can be a little more lax with your trip planning and still get to see everything that’s important to you.

But we understand that school and work schedules may prevent you from visiting during the lower crowd times. (Lots of other people are in the same boat, that’s why certain times of the year are more crowded.) Even if you’re visiting on a Level 9 to Level 10 day, we have a big box of planning tools to help you save time in line and enjoy your vacation to the fullest.

Foremost are our Touring Plans and Lines app, which direct you to the best order to experience attractions with the least possible time spent waiting in line.

Our Hotel Tools can assist you in choose the best place to stay during your trip. We even offer a service that will make a request for a particular view or a particular room.

Our Best Ticket Price Tool can help you identify the best priced theme park tickets, leaving you with more money for entertainment, transportation, or souvenirs.

Our Menu Pages can point you to the places to dine for your family. And our Disney Reservation Finder Tool can help you get reservations at the restaurants you need.

And our FastPass+ Information can help you find the FastPasses you need each day.

How Important Is Choosing the Right Day to Visit Each Park?

The quick answer is...using the Crowd Calendar to determine which parks to visit in which order is not as important as you might think. The long answer is that there are a lot of more important factors that determine how long you will wait in line. The time of year, the time of day and the attractions you choose to experience will have a much greater impact on how much time you spend in line. And reducing your time in line is our goal and yours.

Crowd Calendar Factors
Variable	Importance
Attractions	10
Time of Day	10
Holiday	8
Extra Magic Hour Morning	5
Day of the Week	2
Weather	1

So what does this tell us? According to our data, the attractions you visit and the time of day at which you visit them will have the greatest influence on how long you wait. On the other hand, the day of week and the weather will play only a small role. Statistically speaking, the time that you arrive at the park is 5 times more important than the day of the week. Still, there can sometimes be an advantage to selecting one park over another on a particular day. For more on that, check out our Walt Disney World Park Recommendations page.

The biggest tip to help with your day is to get to the parks before they open, which will allow you to get to the busiest attractions before they build large waits.

If you are staying at a Disney hotel, you can use the morning or evening Extra Magic Hours (EMH), which is an advantage in the morning. That's where we suggest starting when choosing your days; if you can use the morning EMH and think you'll be able to make it to the park at least 15 minutes before they start then choose the parks with morning EMH. If not, avoid those parks and try to get to the park at least 30 minutes before the regular opening time.

How does a particular holiday, special event, or convention affect crowds?

We have hundreds of direct and indirect factors that construct our crowd models, so the general answer to this question is, "Yes."

Some of the factors have greater influence than others, and each attraction is different. For example, attractions like Splash Mountain and Kali River Rapids have wait times that are heavily influenced by weather, and wait times at rides like Space Mountain and Rock 'n Roller Coaster are noticeably impacted by whether schools are in session. We have specific comments about certain holidays and events on our Walt Disney World Crowd Levels page.

Do You Predict Crowds More Than A Year in Advance?

We are only comfortable projecting the crowds up to one year ahead of time (and even that comes with a fair amount of uncertainty), so that's as far out as we make available. If you want a guess for tentative planning (which is all that can reasonably be done so far in advance), you can look at similar days during the current year.

Subscribe And Beat The Crowds!

Subscribe Today and get full access to the Crowd Calendar, complete with a 45-day money back guarantee!

Read About Us!

"These Data Scientists Are Disrupting
Disney World's Long Wait Times"

"How we rode 17 attractions in one day, with time to spare..."

Our Predictions for Yesterday Were Really Good! Tuesday, April 20, 2021
Our wait times predictions were within 3 minutes for the following attractions: Pirates of the Caribbean (-3 min), The Haunted Mansion (-3 min), DINOSAUR (-3 min), Mission: SPACE Orange (-3 min), Alien Swirling Saucers (-2 min), Jungle Cruise (-2 min), Star Tours: The Adventures Continue (-1 min), Big Thunder Mountain Railroad (-1 min), Frozen Ever After (+0 min), Living with the Land (+2 min), Rock 'n' Roller Coaster Starring Aerosmith (+2 min), The Many Adventures of Winnie the Pooh (+3 min)
We were within 5 minutes: Spaceship Earth (-5 min), Under the Sea ~ Journey of the Little Mermaid (-3 min), Soarin' (-3 min), Peter Pan's Flight (+4 min)
We were within 7 minutes: Na'vi River Journey (-6 min), The Seas with Nemo & Friends (-6 min), Toy Story Mania! (-5 min), Space Mountain (+6 min)
We were within 10 minutes: Avatar Flight of Passage (-10 min), Seven Dwarfs Mine Train (-9 min), Buzz Lightyear's Space Ranger Spin (-8 min), Test Track (+8 min)
The attractions above come from our core group of 0 attractions used in calculating crowd levels. To assess accuracy, we calculate the average posted wait time between 11 AM and 5 PM and compare that to our predicted average wait time for that time period. A negative number means that the average wait time was lower than our prediction; a positive number means the average wait time was higher than our prediction.
Subscribe for Full Calendar Access

The Crowd Calendar (1 means lowest crowds, 10 means highest)
Date	Resort Crowd Level (Out of 10)	Magic Kingdom	EPCOT	Hollywood Studios	Animal Kingdom	1-Day Ticket	What To Look Out For
This preview does not include the full next 30 days. Those are available only to subscribers!
Apr. 23, 2021 Friday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-11p R P T	3 _ 9a-8p R P T	3 _ 8a-8p R P T	$132	Flower & Garden Festival at EP
Apr. 24, 2021 Saturday	4 Track This Day	5 _ 8a-9p R P T	5 _ 11a-11p R P T	3 _ 9a-8p R P T	3 _ 8a-8p R P T	$136	Flower & Garden Festival at EP
Apr. 25, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-10p R P T	3 _ 9a-8p R P T	3 _ 8a-8p R P T	$132	Flower & Garden Festival at EP

This preview does not include the full next 30 days. Those are available only to subscribers!
May 21, 2021 Friday	4 Track This Day	3 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 22, 2021 Saturday	4 Track This Day	5 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 23, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 24, 2021 Monday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	2 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
May 25, 2021 Tuesday	4 Track This Day	4 _ 8a-9p R P T	4 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 26, 2021 Wednesday	4 Track This Day	3 _ 8a-9p R P T	5 _ 11a-9p R P T	2 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 27, 2021 Thursday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	4 _ 9a-8p R P T	2 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 28, 2021 Friday	4 Track This Day	5 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
May 29, 2021 Saturday	4 Track This Day	5 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$136	Flower & Garden Festival at EP
May 30, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$136	Flower & Garden Festival at EP
May 31, 2021 Monday	5 Track This Day	5 _ 8a-9p R P T	5 _ 11a-9p R P T	5 _ 9a-8p R P T	5 _ 8a-7p R P T	$136	Memorial Day Flower & Garden Festival at EP

Jun. 1, 2021 Tuesday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 2, 2021 Wednesday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 3, 2021 Thursday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	4 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Flower & Garden Festival at EP
Jun. 4, 2021 Friday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 5, 2021 Saturday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	6 _ 9a-8p R P T	4 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 6, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	5 _ 9a-8p R P T	4 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 7, 2021 Monday	5 Track This Day	4 _ 8a-9p R P T	7 _ 11a-9p R P T	4 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 8, 2021 Tuesday	4 Track This Day	5 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 9, 2021 Wednesday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 10, 2021 Thursday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 11, 2021 Friday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	4 _ 9a-8p R P T	3 _ 8a-7p R P T	$120	Flower & Garden Festival at EP
Jun. 12, 2021 Saturday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	6 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 13, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	6 _ 9a-8p R P T	4 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 14, 2021 Monday	5 Track This Day	4 _ 8a-9p R P T	7 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 15, 2021 Tuesday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 16, 2021 Wednesday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 17, 2021 Thursday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	4 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 18, 2021 Friday	4 Track This Day	4 _ 8a-9p R P T	5 _ 11a-9p R P T	3 _ 9a-8p R P T	3 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 19, 2021 Saturday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	5 _ 9a-7p R P T	4 _ 8a-7p R P T	$126	Flower & Garden Festival at EP
Jun. 20, 2021 Sunday	5 Track This Day	5 _ 8a-9p R P T	6 _ 11a-9p R P T	5 _ 9a-8p R P T	3 _ 8a-7p R P T	$132	Father's Day Flower & Garden Festival at EP

1-Day Ticket: All tickets have date-specific pricing. Shown is the price of a 1-day, single-park ticket without taxes for that date. "TBA" denotes that pricing for that date has not yet been announced.

to view all 365 days of the Crowd Calendar!

Access to the full 365 day Crowd Calendar, Lines, 140+ Touring Plans and much more!

Disney Wait Time Data for Machine Learning and Data Science Projects

TouringPlans and the Unofficial Guide book series have their roots in academia. To support the next generation of theme park researchers, we're happy to provide access to our own sets of Disney wait times. Each dataset is a comma-separated file (CSV) of ASCII text, updated monthly. Each row is one discrete observation. Besides the wait times, we've provided a file of features common to each wait time. Each column is a feature we captured along with the wait time (e.g., day of week, time of day). See the data dictionary for an explanation of features.

Let us know if you do something interesting with these data.

How to cite the datasets in publications "name of the dataset", Disney World Ride Wait Time Datasets, TouringPlans.com, Month and Year Published, URL Accessed, Date Month and Year You Accessed Them

Example: "kilimanjaro_safari.csv", Disney World Ride Wait Time Datasets, TouringPlans.com, June 2018, https://www.touringplans.com/walt-disney-world/crowd-calendar/#DataSets, Accessed 21 June 2018.

Data Dictionary
Metadata common to all datasets
Facts (opening date, land, etc.) for the attractions included below

Alien Swirling Saucers (Disney's Hollywood Studios )
Avatar Flight of Passage (Disney's Animal Kingdom)
DINOSAUR (Disney's Animal Kingdom)
Expedition Everest (Disney's Animal Kingdom)
Kilimanjaro Safaris (Disney's Animal Kingdom)
Na'vi River Journey (Disney's Animal Kingdom)
Pirates of the Caribbean (Magic Kingdom)
Rock 'n' Roller Coaster (Disney's Hollywood Studios)
Seven Dwarfs Mine Train (Magic Kingdom)
Slinky Dog Dash (Disney's Hollywood Studios)
Soarin' (Epcot)
Spaceship Earth (Epcot)
Splash Mountain (Magic Kingdom)
Toy Story Mania! (Disney's Hollywood Studios)

Crowd Summary for April 23 to 25, 2021

Our Disney crowd calendar uses a 1 to 10 scale: 1 is least crowded, and 10 is most crowded.

The scale represents the average wait time between 11 AM and 5 PM at key attractions in each park.

Our Predictions for Yesterday Were Really Good! (Tue Apr. 20, 2021)

Magic Kingdom

Attraction Predictions

Our wait times predictions were within 3 minutes for the following attractions: Pirates of the Caribbean (-3 min), The Haunted Mansion (-3 min), Jungle Cruise (-2 min), Big Thunder Mountain Railroad (-1 min), The Many Adventures of Winnie the Pooh (+3 min)

We were within 5 minutes: Under the Sea ~ Journey of the Little Mermaid (-3 min), Peter Pan's Flight (+4 min)

We were within 7 minutes: Space Mountain (+6 min)

We were within 10 minutes: Seven Dwarfs Mine Train (-9 min), Buzz Lightyear's Space Ranger Spin (-8 min)

Overall Park Predictions

We Predicted: 3
Actual Crowds: 2

EPCOT

Attraction Predictions

Our wait times predictions were within 3 minutes for the following attractions: Mission: SPACE Orange (-3 min), Frozen Ever After (+0 min), Living with the Land (+2 min)

We were within 5 minutes: Spaceship Earth (-5 min), Soarin' (-3 min)

We were within 7 minutes: The Seas with Nemo & Friends (-6 min)

We were within 10 minutes: Test Track (+8 min)

Overall Park Predictions

We Predicted: 3
Actual Crowds: 4

Hollywood Studios

Attraction Predictions

Our wait times predictions were within 3 minutes for the following attractions: Alien Swirling Saucers (-2 min), Star Tours: The Adventures Continue (-1 min), Rock 'n' Roller Coaster Starring Aerosmith (+2 min)

We were within 7 minutes: Toy Story Mania! (-5 min)

Overall Park Predictions

We Predicted: 2
Actual Crowds: 2

Animal Kingdom

Attraction Predictions

Our wait times predictions were within 3 minutes for the following attractions: DINOSAUR (-3 min)

We were within 7 minutes: Na'vi River Journey (-6 min)

We were within 10 minutes: Avatar Flight of Passage (-10 min)

Overall Park Predictions

We Predicted: 3
Actual Crowds: 2

How Our Crowd Calendar Works