Theme Park (Bright Eye Games)

Tabletop R&D - Phase 2 Report

This document is the final Phase 2 report for “Theme Park” by Bright Eye Games.

The full game rules are implemented, including all Magic Cards. This main set of data covers six scenarios:

• ‘Weak’ players at 3- and 5-Player counts
• ‘Average’ players at the same player counts
• ‘Good’ players. These ‘Good’ player have 16 times the thinking time than the ‘Weak’ players.

Data for 2- and 4-player has been left out for the sake of document size, and did not show any patterns not evident here. (This can easily be provided if desired.) New tabs have been added for Magic Card analysis, and the others remain much the same as on the interim report.

The main conclusions are outlined in the ‘Key Points’ tab below. These have been selected to address explicit questions and points raised in the meetings to date.

There is a final tab with some rule queries/ambiguities that cropped up during the implementation for your review, mostly on the Magic Cards. We don’t think that any of these have a major impact on the results, but if any of them need amending then this report can be rerun relatively easily.

Key Points

Meltdowns

Agents have about 2 meltdowns per game on average. The winner of a game will generally have fewer meltdowns than other player, but there is not a big difference (an average of 1.6 times per game for winners versus 1.9 for non-winners with 3-players). Meltdowns do not have much of an impact if they affect one of your happiest people, and the AI agents are not inhibited by any sentimental avoidance of this as a valid tactic.

This also means they do not exhibit potential human-like behaviour of trying to avoid a Meltdown at all costs.

First player advantage

The small but clear first player advantage that was evident before magic cards were implemented in the interim report is much weaker in the full game implementation (2 to 3 percent at most). This seems to be due to the greater random factor introduced by the magic cards (see the next two points).

Magic Card balance

This report presents three facets of data on Magic Cards:

1. Given the single random magic card that each player starts with, what is their chance of winning the game. If all cards are balanced, then this should always be around 33% in a 3-player game and 20% in a 5-player game. This is detailed on the MC:Starting tab.
2. What cards are used most commonly, on the MC:Usage tab. Some cards are very flexible while others are situational. A card that is used less often may not be ‘weaker’ per se, so this shows the number of times the card is played by the winner of a game compared to non-winners.
3. When a card is available due to previous placement, how often is it picked up, and if it is picked up, how often is it played. We would generally expect this to be in line with the previous point (and it is). Detailed on the MC:Selection tab.

The overall conclusions from these are that Magic Cards are not all equal, and some are hardly ever used. Just starting with a good flexible card at the start of the game can increase a player’s win rate from 33% to 50% in a 3-player game; and for a poor one from 33% to 25%.

Impact of initial card deals

In the interim report we reported on the impact of the random deal of Person cards in a game, and that this could lead to a significant advantage to a player with a good set.

This has been extended to the impact of the Magic card deal so that the two effects can be disentangled and compared. This is covered in the separate supplemental report on Random Shuffle Analysis.

The broad conclusion is that the impact of the initial shuffles on the result in Theme Park is broadly similar to that in Seven Wonders, and quite a bit less than in Poker or Sushi Go! Both Person and Magic shuffles contribute significantly to the overall effect. The results for the Person cards may be more worrying as all of this information is visible at the start of the game, and an informed player can see if they have an innate advantage or not. (Depending obviously on the design objectives and target audience.)

Souvenirs and aggressive play

Metrics have been added to the Game Scores tab to show the impact of starting the ‘Souvenir War’. Buying the first souvenir is weakly correlated with victory, but not that strongly.

Unused game locations

The interim report noted that VIP (or ‘Fast Forward’) tickets were used relatively rarely. This remains the case, but the winner tends to use one very slightly more frequently. (The interim conclusion that the Restaurant was not used much was due to a mis-configuration of its opening time; with that fixed, the Restaurant is used regularly - on average by each player once per game). To more rigorously test the relative value of different attractions, we constructed agents that were each inhibited from one of:

1. Visiting the Souvenir Shop
2. Taking a VIP ticket
3. Picking up a Magic Card
4. Visiting a Podium

Round robin tournaments were then run using these four agents as well as a baseline agent with full capabilities. The full data from these tournaments is in the supplemental report on Action Restriction.

The summary results are:

• Picking up Magic Cards is most important; removing this ability seriously handicaps a player.
• Not buying Souvenirs is not an issue with only 2-players, but handicaps a player moderately at 5-players. This is as expected, as there are more opportunities for Souvenir Wars ar higher player counts. It also shows that it is possible to ignore souvenirs, and they are not a dominant route to victory - unlike Magic Cards.
• Ignoring Tickets or Podiums is also a mild handicap, but less so. This does indicate that Tickets are useful at the margin, despite their low usage.

Frequency of ties.

Metrics have been added to the Game Scores tab detailing the percentage of games in which there is a tie for winner on the Fun cubes on the first/second/third/fourth People. In general this is high with 50%+ of games having a tie on at least the first person (and 10% all the way down to the fourth).

Game Scores

This tab shows the overall win rate based on a player going first, second etc. This is now reduced to within the error margin for many scenarios, but amalgamating the data indicates there is still a very small effect of the order of 2-3%.

The first table below provides data by starting player position; the second table by Final Ordinal Position (1 = Winner etc.). Note that all these data are the averages over 2000 games; and individual games may(and do) deviate very significantly from the ‘average’.

The data includes metrics for:

• The average Max Fun of any Person (where Score is the Min Fun). This is consistently about 2 higher, with better players slightly reducing the margin.
• The total crankiness (sum over all Persons), and the average minimum level at the end of a game.
• The number of Souvenirs at the end of a game, and the First Souvenir Rate - how often a player was the first one to buy a souvenir. Especially for better players, buying the first souvenir is correlated with doing well (on average).
• The small table at the bottom then show the percentage of games in which there was a tie between players for the winning position on the total Fun on each of their Persons.

3P_Weak

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
33%	3%	6.4	8.6	9.4	1.7	34%	1.0	1
32%	3%	6.3	8.5	9.4	1.7	30%	1.0	2
31%	3%	6.2	8.6	9.4	1.7	30%	0.9	3

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	7.3	1.0	9.4	9.3	1.6	1.1	32%
2	6.4	1.0	8.7	9.5	1.7	0.9	29%
3	5.1	1.3	7.6	9.6	1.8	0.9	33%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
40%	25%	11%	5%

5P_Weak

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
21%	2%	5.7	8.0	9.7	1.8	21%	1.1	1
19%	2%	5.6	7.8	9.7	1.9	22%	1.0	2
19%	2%	5.6	7.9	9.7	1.8	20%	1.0	3
18%	2%	5.6	7.9	9.7	1.8	18%	0.9	4
19%	2%	5.6	7.9	9.6	1.8	19%	1.0	5

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	7.1	0.9	9.3	9.4	1.7	1.2	21%
2	6.3	0.9	8.7	9.6	1.8	1.0	18%
3	5.6	0.9	8.0	9.7	1.9	0.9	17%
4	4.9	0.9	7.3	9.8	1.9	0.9	18%
5	4.0	1.0	6.2	9.9	2.0	1.0	25%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
44%	28%	13%	5%

3P

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
33%	4%	7.4	9.5	9.4	1.7	31%	1	1
29%	5%	7.4	9.4	9.4	1.7	30%	1	2
31%	5%	7.4	9.5	9.4	1.7	32%	1	3

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	8.2	0.9	10.1	9.3	1.6	1.1	34%
2	7.4	0.9	9.6	9.4	1.7	1.0	30%
3	6.4	1.1	8.6	9.5	1.7	0.9	29%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
47%	31%	15%	7%

5P

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
20%	3%	7.1	9.1	9.4	1.7	20%	1.1	1
17%	3%	7.0	9.1	9.4	1.7	19%	1.0	2
18%	3%	7.0	9.1	9.5	1.7	22%	1.0	3
18%	3%	7.0	9.2	9.5	1.7	19%	1.0	4
19%	3%	7.0	9.1	9.5	1.7	18%	1.0	5

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	8.4	0.8	10.4	9.3	1.6	1.3	23%
2	7.7	0.8	9.8	9.4	1.7	1.1	20%
3	7.1	0.8	9.2	9.5	1.7	0.9	19%
4	6.4	0.9	8.5	9.5	1.8	0.9	19%
5	5.4	1.0	7.5	9.6	1.9	0.8	17%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
50%	35%	17%	7%

3P_Good

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
30%	6%	7.9	9.8	9.5	1.7	31%	1	1
29%	6%	7.8	9.8	9.5	1.7	31%	1	2
32%	6%	7.9	9.8	9.5	1.7	32%	1	3

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	8.6	0.9	10.5	9.5	1.7	1.1	34%
2	7.9	0.9	9.9	9.5	1.7	0.9	27%
3	7.0	1.1	9.0	9.5	1.7	0.9	32%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
49%	35%	18%	9%

5P_Good

Win and Draw Rates and mean Score by starting player order

Win	Draw	Score	MaxFun	Crankiness	MinCrankiness	FirstSouvenirRate	Souvenirs	Player Position
20%	4%	7.7	9.6	9.5	1.7	22%	1.2	1
17%	4%	7.6	9.6	9.6	1.7	21%	1.1	2
18%	4%	7.6	9.6	9.6	1.7	21%	1.1	3
17%	3%	7.6	9.6	9.6	1.8	19%	1.1	4
19%	4%	7.7	9.7	9.6	1.7	16%	1.1	5

Mean Score by Final Position

OrdinalPosition	Score	sd	MaxFun	Crankiness	MinCrankiness	Souvenirs	FirstSouvenirRate
1	8.9	0.8	10.8	9.5	1.7	1.4	24%
2	8.3	0.7	10.3	9.5	1.7	1.2	21%
3	7.7	0.7	9.6	9.5	1.7	1.1	21%
4	7.1	0.8	9.0	9.6	1.8	1.0	18%
5	6.1	1.0	8.2	9.7	1.8	0.9	14%

Percentage of games with Ties for Winner by Person

tiesOnFirst	tiesOnSecond	tiesOnThird	tiesOnFourth
51%	37%	21%	9%

Action Choices

This shows the mean number of times a Player takes an action in a single game. This is split between the average for all players, and the average for the Winners. An Action is only reported if it occurs more than 0.1 times per player per game (on average).

In the event of a Draw, the count is averaged across all those who drew in that game.

There is then a short table after this to show how many of the Level 3 Ride visits used a VIP ticket to take zero time. This remains low.

A general conclusion is that the Attractions visited least are the Ticket Office (i.e. going to a Level 3 Ride to acquire a VIP ticket), and Level 1 Eateries (Ice Cream Shops).

3P_Weak

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
11.1	11.8	Move
2.8	2.9	VisitRide	RIDE	RIDE-3
2.8	3.3	PlaceMagicCard
2.8	3.3	TakeMagicCard
2.6	2.0	Meltdown
2.0	2.1	VisitRide	RIDE	RIDE-2
1.9	2.5	PlayMagicCard
1.5	1.7	RemoveCrankiness
1.2	1.3	VisitPodium	PODIUM	PODIUM-1
1.2	1.2	VisitRide	RIDE	RIDE-1
1.0	1.1	GiveSouvenir
1.0	1.1	MovePersonToLeft
0.9	1.0	VisitEatery	EATERY	EATERY-3
0.8	0.9	VisitShop	SOUVENIR	SOUVENIR-1
0.7	0.7	VisitEatery	EATERY	EATERY-2
0.6	0.6	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.6	0.6	VisitEatery	EATERY	EATERY-1
0.5	0.5	AddFun
0.4	0.5	IgnoreMagicCard
0.3	0.3	LeavePark
0.3	0.3	DoNothing
0.3	0.3	MovePerson

Level 3 Rides that use a VIP ticket

All	Winner	VIP
2.6	2.7	false
0.2	0.2	true

5P_Weak

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
10.6	11.9	Move
3.6	2.3	Meltdown
2.7	2.9	VisitRide	RIDE	RIDE-3
2.3	3.2	PlaceMagicCard
2.3	3.2	TakeMagicCard
2.0	2.0	VisitRide	RIDE	RIDE-2
1.7	2.6	PlayMagicCard
1.4	1.9	RemoveCrankiness
1.2	1.5	VisitPodium	PODIUM	PODIUM-1
1.2	1.2	VisitRide	RIDE	RIDE-1
1.0	1.2	GiveSouvenir
0.9	1.2	MovePersonToLeft
0.8	1.0	VisitShop	SOUVENIR	SOUVENIR-1
0.8	1.0	VisitEatery	EATERY	EATERY-3
0.5	0.6	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.5	0.6	VisitEatery	EATERY	EATERY-1
0.5	0.6	AddFun
0.5	0.6	VisitEatery	EATERY	EATERY-2
0.3	0.4	IgnoreMagicCard
0.3	0.3	LeavePark
0.3	0.3	DoNothing
0.2	0.3	MovePerson

Level 3 Rides that use a VIP ticket

All	Winner	VIP
2.6	2.7	false
0.1	0.2	true

3P

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
11.4	12.1	Move
3.1	3.5	PlaceMagicCard
3.1	3.5	TakeMagicCard
3.0	3.1	VisitRide	RIDE	RIDE-3
2.4	3.0	PlayMagicCard
2.1	1.7	Meltdown
2.0	2.1	VisitRide	RIDE	RIDE-2
1.6	1.7	RemoveCrankiness
1.3	1.3	VisitPodium	PODIUM	PODIUM-1
1.1	1.3	VisitRide	RIDE	RIDE-1
1.0	1.1	MovePersonToLeft
1.0	1.2	GiveSouvenir
1.0	1.0	VisitEatery	EATERY	EATERY-3
0.8	0.9	VisitShop	SOUVENIR	SOUVENIR-1
0.7	0.8	VisitEatery	EATERY	EATERY-2
0.7	1.1	IgnoreMagicCard
0.5	0.5	AddFun
0.5	0.5	VisitEatery	EATERY	EATERY-1
0.4	0.5	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.3	0.3	LeavePark
0.3	0.3	MovePerson
0.3	0.3	DoNothing

Level 3 Rides that use a VIP ticket

All	Winner	VIP
2.8	2.8	false
0.2	0.3	true

5P

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
11.3	12.5	Move
3.0	3.1	VisitRide	RIDE	RIDE-3
2.8	3.6	PlaceMagicCard
2.8	3.6	TakeMagicCard
2.7	1.8	Meltdown
2.2	3.2	PlayMagicCard
2.1	2.2	VisitRide	RIDE	RIDE-2
1.7	2.0	RemoveCrankiness
1.4	1.6	VisitPodium	PODIUM	PODIUM-1
1.1	1.3	MovePersonToLeft
1.1	1.3	VisitRide	RIDE	RIDE-1
1.0	1.3	GiveSouvenir
1.0	1.0	VisitEatery	EATERY	EATERY-3
0.8	1.0	VisitShop	SOUVENIR	SOUVENIR-1
0.6	0.6	AddFun
0.6	0.7	VisitEatery	EATERY	EATERY-2
0.5	0.9	IgnoreMagicCard
0.4	0.5	VisitEatery	EATERY	EATERY-1
0.4	0.6	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.3	0.3	MovePerson
0.3	0.3	LeavePark
0.3	0.3	DoNothing

Level 3 Rides that use a VIP ticket

All	Winner	VIP
2.8	2.8	false
0.1	0.3	true

3P_Good

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
11.3	12.0	Move
3.1	3.2	VisitRide	RIDE	RIDE-3
3.0	3.3	PlaceMagicCard
3.0	3.3	TakeMagicCard
2.5	3.1	PlayMagicCard
2.1	2.2	VisitRide	RIDE	RIDE-2
1.9	1.6	Meltdown
1.6	2.2	IgnoreMagicCard
1.4	1.4	RemoveCrankiness
1.1	1.2	VisitPodium	PODIUM	PODIUM-1
1.1	1.3	VisitRide	RIDE	RIDE-1
1.0	1.2	GiveSouvenir
1.0	1.0	VisitEatery	EATERY	EATERY-3
0.9	1.0	MovePersonToLeft
0.8	0.9	VisitShop	SOUVENIR	SOUVENIR-1
0.8	0.8	VisitEatery	EATERY	EATERY-2
0.5	0.6	AddFun
0.4	0.4	VisitEatery	EATERY	EATERY-1
0.3	0.4	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.3	0.3	LeavePark
0.3	0.3	MovePerson
0.2	0.2	DoNothing

Level 3 Rides that use a VIP ticket

All	Winner	VIP
3.0	2.9	false
0.2	0.2	true

5P_Good

Mean actions one player takes in one game (only if > 0.1)

All	Winner	ActionClass	Type	Attraction
11.3	12.6	Move
3.1	3.2	VisitRide	RIDE	RIDE-3
2.8	3.5	PlaceMagicCard
2.8	3.5	TakeMagicCard
2.5	1.7	Meltdown
2.4	3.4	PlayMagicCard
2.1	2.3	VisitRide	RIDE	RIDE-2
1.4	1.7	RemoveCrankiness
1.2	1.4	VisitPodium	PODIUM	PODIUM-1
1.1	1.4	GiveSouvenir
1.1	1.3	VisitRide	RIDE	RIDE-1
1.0	1.2	MovePersonToLeft
1.0	1.0	VisitEatery	EATERY	EATERY-3
1.0	1.8	IgnoreMagicCard
0.9	1.1	VisitShop	SOUVENIR	SOUVENIR-1
0.6	0.8	VisitEatery	EATERY	EATERY-2
0.6	0.6	AddFun
0.4	0.5	VisitEatery	EATERY	EATERY-1
0.3	0.5	VisitTicketOffice	TICKET_OFFICE	TICKET_OFFICE-0
0.3	0.4	MovePerson
0.3	0.2	LeavePark
0.2	0.3	DoNothing

Level 3 Rides that use a VIP ticket

All	Winner	VIP
3.0	2.9	false
0.1	0.3	true

MC: Starting

The percentage win rate and mean ordinal position (1 = first, 2 = second etc.) based on the starting Magic Card a player is dealt.

These data are less precise as with 2000 games per run, we only have about 150 games with a player that starts with any specific card in a 3-player game; and about 250 games in a 5-player game. These figures all have an error margin of about +/- 12% as a result. What is significant is if the same cards appear consistently in the top/bottom of the table across the six datasets.

The two tables below therefore show (somewhat arbitrarily) the Top 6 and Bottom 6 cards when amalgamating the data across all 3-Player games, and then for all 5-Player games (weighted so that 1st place is best, but 2nd place is better than 3rd).

Chance of coming 1st/2nd/3rd based on starting Magic Card for 3-players (card at Top is best, at Bottom is worst):

Magic Card (3 Players)	1	2	3
Character Breakfast	49%	31%	20%
Character Signing Session	45%	32%	24%
Mr Poopypants	43%	35%	22%
No Lines	45%	30%	25%
Meet the Faerie Queen	42%	35%	23%
Volcano Bursts	41%	37%	22%
…
Help the Thieves of the Forest	29%	33%	38%
Light Speed	28%	32%	39%
It’s a Desert	28%	32%	40%
Dropped Cone	26%	35%	39%
Cone Envy	27%	33%	40%
We’re All Soaked	28%	29%	43%

Chance of coming 1st/2nd/3rd/… based on starting Magic Card for 5-players:

Magic Card (5 Players)	1	2	3	4	5
Character Breakfast	36%	23%	17%	14%	11%
You Saved My Spot	32%	24%	17%	16%	11%
No Lines	31%	22%	18%	17%	12%
Volcano Bursts	28%	26%	19%	16%	11%
Mr Poopypants	26%	23%	22%	19%	10%
Meet the Faerie Queen	27%	23%	20%	18%	12%
…
Character Sighting	16%	18%	18%	23%	25%
Cone Envy	16%	16%	20%	24%	24%
Help the Thieves of the Forest	14%	18%	20%	22%	26%
Dropped Cone	13%	17%	19%	24%	26%
We’re All Soaked	13%	17%	20%	22%	28%
Light Speed	13%	16%	19%	24%	28%

3P_Weak

Average finishing position based on starting magic card

MagicCard	1	2	3
Character Breakfast	53%	31%	17%
Meet the Faerie Queen	49%	30%	21%
Mr Poopypants	47%	33%	20%
No Lines	47%	29%	24%
Volcano Bursts	46%	39%	16%
Watch the Tram please	45%	26%	28%
Great Seats	41%	29%	29%
Bathroom Break	41%	28%	31%
We Packed Snacks	40%	28%	31%
Character Signing Session	39%	36%	24%
Celebrity Sighting	39%	31%	30%
We need a volunteer	38%	25%	36%
Luau	38%	34%	28%
Character Fan Meet	38%	32%	30%
You Saved My Spot	38%	32%	31%
Take My Spot	35%	28%	37%
Extra Pickles	35%	30%	35%
Wipe-Out	34%	32%	34%
Steel Drum Band	34%	34%	32%
Behind the Scenes Tour	34%	44%	22%
Atlantean Ceremony	34%	37%	30%
Character Sighting	33%	28%	38%
Limited Edition	33%	32%	35%
Beam Me Up	32%	33%	36%
Pin Trade	31%	40%	29%
Smugglers’ Boat	31%	31%	38%
Spitting Camel	31%	38%	31%
Cheer Up	31%	31%	39%
It’s a Desert	31%	29%	40%
Photo Bomb	31%	37%	32%
Parade	30%	40%	30%
Light Speed	28%	32%	40%
Theatre Troupe	28%	32%	40%
Order One for Me	26%	35%	39%
Help the Thieves of the Forest	26%	37%	37%
School Reunion	26%	36%	39%
We’re All Soaked	25%	23%	51%
Dropped Cone	25%	37%	38%
Cone Envy	23%	31%	45%

5P_Weak

Average finishing position based on starting magic card

MagicCard	1	2	3	4	5
Character Breakfast	33%	24%	17%	13%	14%
You Saved My Spot	32%	21%	19%	16%	12%
Volcano Bursts	29%	24%	20%	16%	12%
No Lines	28%	21%	17%	19%	16%
Character Signing Session	27%	23%	16%	17%	16%
Parade	27%	22%	21%	17%	13%
Theatre Troupe	26%	21%	20%	20%	13%
Mr Poopypants	26%	26%	22%	16%	10%
Extra Pickles	25%	15%	18%	20%	22%
Watch the Tram please	25%	25%	17%	16%	17%
Character Fan Meet	25%	19%	14%	19%	23%
Behind the Scenes Tour	24%	18%	16%	20%	21%
Cheer Up	24%	20%	23%	19%	14%
Celebrity Sighting	24%	21%	18%	22%	16%
Wipe-Out	23%	19%	23%	18%	17%
Great Seats	23%	23%	19%	21%	13%
Meet the Faerie Queen	23%	26%	22%	18%	11%
Order One for Me	22%	20%	22%	21%	15%
Limited Edition	22%	19%	20%	20%	19%
Pin Trade	22%	26%	19%	17%	17%
Smugglers’ Boat	21%	15%	21%	23%	19%
Atlantean Ceremony	21%	16%	21%	19%	23%
Luau	21%	17%	20%	18%	24%
Photo Bomb	20%	19%	22%	17%	21%
We need a volunteer	19%	17%	15%	24%	24%
We Packed Snacks	19%	25%	19%	20%	18%
Bathroom Break	18%	16%	23%	20%	22%
Dropped Cone	18%	17%	22%	22%	21%
Steel Drum Band	17%	22%	19%	20%	22%
Take My Spot	16%	14%	22%	25%	24%
Cone Envy	15%	18%	18%	24%	25%
Character Sighting	15%	20%	20%	21%	24%
School Reunion	15%	20%	17%	16%	31%
It’s a Desert	14%	23%	17%	24%	23%
Spitting Camel	14%	18%	25%	21%	22%
Beam Me Up	14%	16%	22%	19%	29%
Help the Thieves of the Forest	13%	19%	20%	23%	25%
We’re All Soaked	12%	18%	22%	21%	26%
Light Speed	10%	18%	22%	25%	24%

3P

Average finishing position based on starting magic card

MagicCard	1	2	3
Character Breakfast	46%	28%	26%
Watch the Tram please	45%	28%	26%
Limited Edition	44%	27%	29%
No Lines	43%	29%	27%
Theatre Troupe	42%	26%	31%
Character Signing Session	42%	28%	30%
We Packed Snacks	42%	27%	31%
Spitting Camel	41%	25%	33%
Mr Poopypants	40%	37%	22%
Atlantean Ceremony	40%	32%	28%
Celebrity Sighting	40%	36%	24%
Meet the Faerie Queen	39%	38%	24%
Extra Pickles	38%	33%	29%
Great Seats	38%	36%	26%
Volcano Bursts	38%	35%	27%
Behind the Scenes Tour	38%	33%	29%
Parade	37%	39%	23%
Character Fan Meet	37%	35%	29%
Pin Trade	35%	34%	31%
We need a volunteer	35%	32%	33%
Luau	35%	32%	32%
You Saved My Spot	35%	33%	32%
Wipe-Out	35%	31%	34%
We’re All Soaked	34%	32%	34%
Take My Spot	34%	28%	38%
Bathroom Break	33%	35%	32%
Order One for Me	33%	30%	37%
Smugglers’ Boat	33%	34%	34%
Help the Thieves of the Forest	32%	30%	38%
School Reunion	32%	37%	31%
Cone Envy	31%	30%	39%
Photo Bomb	31%	34%	35%
Cheer Up	30%	38%	32%
Light Speed	30%	34%	36%
It’s a Desert	29%	31%	41%
Dropped Cone	28%	34%	38%
Beam Me Up	28%	40%	32%
Character Sighting	27%	32%	41%
Steel Drum Band	22%	35%	43%

5P

Average finishing position based on starting magic card

MagicCard	1	2	3	4	5
Character Breakfast	37%	22%	20%	12%	9%
No Lines	33%	22%	16%	20%	9%
You Saved My Spot	33%	24%	15%	17%	11%
Character Signing Session	31%	23%	13%	17%	16%
Meet the Faerie Queen	30%	20%	20%	15%	14%
Mr Poopypants	29%	21%	21%	18%	11%
Volcano Bursts	29%	24%	18%	17%	12%
Great Seats	27%	26%	16%	16%	15%
Character Fan Meet	26%	18%	21%	16%	20%
Theatre Troupe	23%	22%	20%	19%	15%
Watch the Tram please	23%	22%	24%	16%	16%
Limited Edition	23%	24%	22%	16%	15%
Parade	22%	24%	22%	18%	14%
We need a volunteer	22%	14%	19%	22%	23%
Extra Pickles	22%	18%	20%	21%	19%
Order One for Me	22%	21%	22%	14%	21%
Pin Trade	22%	22%	22%	20%	15%
Wipe-Out	21%	22%	18%	18%	20%
Cheer Up	21%	20%	19%	15%	25%
Atlantean Ceremony	20%	19%	19%	18%	24%
Luau	20%	22%	22%	21%	15%
Bathroom Break	20%	16%	24%	21%	19%
Celebrity Sighting	20%	20%	22%	20%	18%
We Packed Snacks	20%	19%	25%	18%	18%
Behind the Scenes Tour	19%	17%	22%	23%	19%
Take My Spot	19%	18%	19%	22%	21%
Spitting Camel	19%	21%	15%	23%	22%
Steel Drum Band	19%	22%	21%	17%	21%
Smugglers’ Boat	19%	18%	18%	24%	21%
It’s a Desert	19%	17%	17%	22%	25%
Photo Bomb	18%	20%	20%	20%	22%
Beam Me Up	17%	23%	17%	24%	19%
Cone Envy	15%	16%	21%	25%	22%
Light Speed	15%	13%	18%	22%	31%
Character Sighting	15%	18%	18%	27%	22%
We’re All Soaked	14%	18%	16%	21%	31%
School Reunion	13%	15%	23%	22%	27%
Help the Thieves of the Forest	13%	20%	21%	22%	24%
Dropped Cone	11%	15%	20%	25%	29%

3P_Good

Average finishing position based on starting magic card

MagicCard	1	2	3
Character Signing Session	53%	30%	17%
Character Breakfast	48%	35%	17%
You Saved My Spot	47%	27%	26%
No Lines	45%	33%	23%
Great Seats	44%	35%	21%
Character Fan Meet	44%	33%	24%
Celebrity Sighting	43%	23%	33%
We need a volunteer	42%	27%	31%
Watch the Tram please	41%	36%	23%
Meet the Faerie Queen	40%	37%	23%
Mr Poopypants	40%	36%	24%
Volcano Bursts	39%	37%	23%
Wipe-Out	39%	28%	34%
Order One for Me	39%	26%	35%
Theatre Troupe	38%	34%	28%
Extra Pickles	38%	31%	31%
Steel Drum Band	38%	30%	32%
Cheer Up	37%	25%	38%
Luau	37%	38%	26%
We Packed Snacks	37%	35%	28%
Behind the Scenes Tour	37%	32%	32%
Bathroom Break	37%	31%	32%
Beam Me Up	36%	30%	34%
Limited Edition	36%	34%	30%
Atlantean Ceremony	36%	34%	30%
Spitting Camel	35%	28%	37%
Smugglers’ Boat	34%	31%	35%
Character Sighting	33%	28%	39%
School Reunion	32%	28%	40%
Pin Trade	32%	34%	34%
Photo Bomb	31%	30%	40%
Help the Thieves of the Forest	29%	33%	38%
Parade	29%	35%	36%
Take My Spot	29%	35%	37%
Light Speed	28%	31%	41%
Dropped Cone	26%	33%	41%
Cone Envy	26%	37%	37%
It’s a Desert	24%	38%	39%
We’re All Soaked	23%	33%	44%

5P_Good

Average finishing position based on starting magic card

MagicCard	1	2	3	4	5
Character Breakfast	38%	22%	13%	17%	10%
Watch the Tram please	33%	16%	24%	15%	12%
You Saved My Spot	31%	27%	18%	15%	9%
Theatre Troupe	31%	15%	22%	14%	18%
No Lines	30%	24%	22%	12%	11%
Character Signing Session	27%	27%	17%	16%	12%
Meet the Faerie Queen	27%	23%	18%	21%	11%
Volcano Bursts	26%	29%	18%	15%	11%
Celebrity Sighting	26%	20%	19%	20%	14%
Luau	26%	18%	20%	16%	20%
Great Seats	25%	19%	21%	20%	15%
Behind the Scenes Tour	24%	15%	18%	24%	19%
Character Fan Meet	24%	29%	18%	18%	11%
We need a volunteer	24%	17%	19%	18%	21%
Parade	24%	24%	18%	19%	15%
Spitting Camel	24%	18%	21%	20%	17%
Limited Edition	24%	16%	26%	17%	17%
Mr Poopypants	23%	22%	23%	21%	11%
Bathroom Break	22%	15%	26%	17%	19%
Wipe-Out	22%	20%	18%	19%	21%
Smugglers’ Boat	21%	19%	21%	19%	21%
Pin Trade	21%	20%	17%	22%	21%
Cheer Up	21%	21%	16%	26%	16%
We Packed Snacks	21%	20%	22%	20%	17%
It’s a Desert	20%	20%	20%	19%	21%
School Reunion	20%	19%	19%	22%	21%
Atlantean Ceremony	20%	19%	19%	21%	21%
Steel Drum Band	18%	12%	20%	24%	26%
Order One for Me	18%	21%	22%	18%	21%
Extra Pickles	18%	24%	21%	17%	20%
Beam Me Up	17%	19%	18%	17%	29%
Character Sighting	17%	17%	17%	21%	28%
Photo Bomb	16%	21%	22%	19%	21%
Cone Envy	16%	14%	21%	24%	25%
Help the Thieves of the Forest	16%	16%	18%	22%	28%
Take My Spot	16%	20%	17%	20%	27%
Light Speed	13%	15%	17%	25%	29%
We’re All Soaked	12%	15%	20%	25%	28%
Dropped Cone	11%	19%	17%	25%	29%

MC: Usage

This reports for each card the average number of times it is played per player per game. This is reported for All players, and then just for Winners. ‘Adv’ is the ‘Advantage’, or difference between these two - a high value indicates the card is more often player by winners than non-winners.

High values in the ‘All’ column indicate this is a flexible card usable in most games. A low value indicates the card is likely much more situational, and not useful in all cases.

A large ‘Adv’ (difference between ‘Winner’ and ‘All’) suggests this card is especially powerful, as playing it is correlated with winning. For example, ‘Pin Trade’ has high usage overall, but not a major difference between Winners and non-Winners - this suggests it is a universally useful card, but not unbalanced. In contrast, ‘Character Signing Session’ has a high usage rate, but using it is highly correlated with winning, suggesting it may be overly powerful.

Summary

Amalgamated across all 6 datasets, the tabs below shows the ‘Top 10’ cards for each of:

• Largest Advantage (potentially most unbalanced)
• Most frequently used (most flexible)
• Least frequently used (potentially highly situational; or maybe just not useful)

Unbalanced

MC_Card	All	Winner	Adv
Character Breakfast	0.34	0.46	0.12
Character Signing Session	0.40	0.52	0.11
No Lines	0.49	0.59	0.10
Watch the Tram please	0.46	0.56	0.10
Mr Poopypants	0.54	0.63	0.09
Great Seats	0.49	0.57	0.08
Meet the Faerie Queen	0.47	0.55	0.08
You Saved My Spot	0.30	0.37	0.08
Volcano Bursts	0.44	0.52	0.07
Character Fan Meet	0.44	0.51	0.07

Flexible

MC_Card	All	Winner	Adv
Mr Poopypants	0.54	0.63	0.09
Great Seats	0.49	0.57	0.08
No Lines	0.49	0.59	0.10
Bathroom Break	0.48	0.52	0.05
Meet the Faerie Queen	0.47	0.55	0.08
Pin Trade	0.46	0.49	0.03
Watch the Tram please	0.46	0.56	0.10
We Packed Snacks	0.45	0.50	0.05
Parade	0.44	0.49	0.04
Volcano Bursts	0.44	0.52	0.07

Situational

MC_Card	All	Winner	Adv
Dropped Cone	0.04	0.04	0.00
Cone Envy	0.04	0.04	0.00
It’s a Desert	0.06	0.07	0.00
We’re All Soaked	0.08	0.08	0.00
Light Speed	0.08	0.08	0.00
Help the Thieves of the Forest	0.13	0.13	0.00
Extra Pickles	0.13	0.16	0.02
Beam Me Up	0.16	0.17	0.01
Smugglers’ Boat	0.16	0.18	0.01
Order One for Me	0.18	0.20	0.02

3P_Weak

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.10	0.13	0.03
No Lines	0.09	0.12	0.03
Great Seats	0.09	0.13	0.04
Bathroom Break	0.09	0.10	0.01
Meet the Faerie Queen	0.08	0.12	0.04
We Packed Snacks	0.08	0.10	0.01
Watch the Tram please	0.08	0.11	0.03
Parade	0.08	0.10	0.02
Volcano Bursts	0.08	0.11	0.04
Pin Trade	0.07	0.08	0.01
Character Signing Session	0.07	0.10	0.03
Character Fan Meet	0.07	0.09	0.02
Character Sighting	0.07	0.08	0.01
Limited Edition	0.07	0.09	0.03
Character Breakfast	0.06	0.10	0.04
Celebrity Sighting	0.06	0.08	0.02
Behind the Scenes Tour	0.05	0.07	0.02
Take My Spot	0.05	0.06	0.01
School Reunion	0.04	0.05	0.01
Theatre Troupe	0.04	0.05	0.01
You Saved My Spot	0.04	0.06	0.01
Cheer Up	0.04	0.05	0.00
Steel Drum Band	0.04	0.06	0.01
Luau	0.04	0.05	0.01
Atlantean Ceremony	0.04	0.05	0.02
Photo Bomb	0.03	0.04	0.00
Wipe-Out	0.03	0.04	0.01
We need a volunteer	0.03	0.04	0.01
Spitting Camel	0.03	0.04	0.01
Order One for Me	0.03	0.03	0.00
Smugglers’ Boat	0.02	0.03	0.01
Beam Me Up	0.02	0.03	0.01
Extra Pickles	0.02	0.03	0.01
Help the Thieves of the Forest	0.02	0.02	0.00
We’re All Soaked	0.01	0.02	0.00
Light Speed	0.01	0.01	0.00
It’s a Desert	0.01	0.01	0.00
Cone Envy	0.01	0.01	0.00
Dropped Cone	0.01	0.01	0.00

5P_Weak

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.08	0.13	0.04
Bathroom Break	0.08	0.11	0.03
No Lines	0.08	0.13	0.05
We Packed Snacks	0.08	0.10	0.02
Great Seats	0.07	0.11	0.04
Pin Trade	0.07	0.10	0.02
Watch the Tram please	0.07	0.11	0.04
Character Fan Meet	0.07	0.10	0.03
Meet the Faerie Queen	0.07	0.11	0.04
Parade	0.07	0.10	0.04
Volcano Bursts	0.06	0.11	0.05
Character Sighting	0.06	0.07	0.00
Limited Edition	0.06	0.09	0.03
Character Signing Session	0.05	0.10	0.04
Theatre Troupe	0.05	0.08	0.03
School Reunion	0.05	0.05	0.00
Character Breakfast	0.05	0.11	0.06
Celebrity Sighting	0.04	0.08	0.04
Take My Spot	0.04	0.06	0.01
You Saved My Spot	0.04	0.08	0.04
Photo Bomb	0.04	0.05	0.01
Cheer Up	0.04	0.06	0.02
Behind the Scenes Tour	0.04	0.08	0.04
Atlantean Ceremony	0.03	0.06	0.03
Luau	0.03	0.05	0.02
Steel Drum Band	0.03	0.05	0.02
Wipe-Out	0.02	0.04	0.01
Order One for Me	0.02	0.04	0.02
We need a volunteer	0.02	0.04	0.02
Spitting Camel	0.02	0.03	0.01
Smugglers’ Boat	0.02	0.03	0.01
Help the Thieves of the Forest	0.02	0.03	0.01
Dropped Cone	0.01	0.01	0.00
Extra Pickles	0.01	0.03	0.01
Beam Me Up	0.01	0.02	0.01
Light Speed	0.01	0.01	0.00
We’re All Soaked	0.01	0.01	0.00
It’s a Desert	0.01	0.01	0.00
Cone Envy	0.01	0.01	0.00

3P

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.12	0.14	0.02
Great Seats	0.10	0.12	0.02
No Lines	0.10	0.14	0.03
Meet the Faerie Queen	0.10	0.13	0.03
Watch the Tram please	0.10	0.13	0.03
Bathroom Break	0.10	0.11	0.01
We Packed Snacks	0.10	0.11	0.02
Volcano Bursts	0.09	0.11	0.02
Parade	0.09	0.11	0.02
Character Fan Meet	0.09	0.12	0.02
Pin Trade	0.09	0.10	0.01
Character Signing Session	0.09	0.14	0.05
Limited Edition	0.08	0.11	0.03
Behind the Scenes Tour	0.08	0.10	0.02
Character Sighting	0.08	0.08	0.00
Celebrity Sighting	0.08	0.10	0.03
Character Breakfast	0.07	0.11	0.04
Theatre Troupe	0.06	0.08	0.02
Atlantean Ceremony	0.06	0.08	0.02
You Saved My Spot	0.06	0.07	0.01
Steel Drum Band	0.06	0.06	0.00
School Reunion	0.05	0.05	0.00
Cheer Up	0.05	0.06	0.01
Luau	0.05	0.06	0.01
Take My Spot	0.05	0.05	0.00
Wipe-Out	0.05	0.06	0.02
We need a volunteer	0.05	0.06	0.01
Spitting Camel	0.05	0.07	0.02
Photo Bomb	0.04	0.05	0.01
Order One for Me	0.04	0.04	0.01
Smugglers’ Boat	0.04	0.05	0.01
Help the Thieves of the Forest	0.03	0.04	0.00
Extra Pickles	0.03	0.04	0.01
Beam Me Up	0.03	0.04	0.01
We’re All Soaked	0.02	0.02	0.00
Light Speed	0.02	0.03	0.01
It’s a Desert	0.01	0.01	0.00
Cone Envy	0.01	0.01	0.00
Dropped Cone	0.01	0.01	0.00

5P

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.10	0.15	0.05
Pin Trade	0.10	0.12	0.02
Bathroom Break	0.09	0.11	0.01
No Lines	0.09	0.15	0.06
Great Seats	0.09	0.14	0.05
Meet the Faerie Queen	0.09	0.13	0.04
Character Fan Meet	0.09	0.13	0.04
Parade	0.09	0.12	0.03
We Packed Snacks	0.09	0.10	0.01
Volcano Bursts	0.08	0.12	0.03
Watch the Tram please	0.08	0.13	0.04
Limited Edition	0.07	0.12	0.04
Character Signing Session	0.07	0.14	0.06
Theatre Troupe	0.07	0.11	0.04
Character Sighting	0.07	0.07	0.00
Behind the Scenes Tour	0.07	0.11	0.04
Character Breakfast	0.07	0.13	0.06
You Saved My Spot	0.06	0.11	0.04
School Reunion	0.06	0.07	0.01
Celebrity Sighting	0.06	0.10	0.04
Atlantean Ceremony	0.05	0.08	0.03
Luau	0.05	0.06	0.01
Cheer Up	0.05	0.06	0.01
Photo Bomb	0.05	0.05	0.00
Steel Drum Band	0.05	0.06	0.01
Wipe-Out	0.04	0.06	0.02
Order One for Me	0.04	0.06	0.01
Take My Spot	0.04	0.05	0.00
Spitting Camel	0.04	0.06	0.03
We need a volunteer	0.04	0.07	0.03
Beam Me Up	0.03	0.05	0.02
Smugglers’ Boat	0.03	0.04	0.01
Extra Pickles	0.02	0.05	0.02
Help the Thieves of the Forest	0.02	0.03	0.01
Light Speed	0.02	0.02	0.00
We’re All Soaked	0.01	0.01	0.00
It’s a Desert	0.01	0.02	0.01
Dropped Cone	0.01	0.01	0.00
Cone Envy	0.01	0.01	0.00

3P_Good

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.12	0.14	0.02
No Lines	0.11	0.14	0.03
Watch the Tram please	0.11	0.13	0.03
Great Seats	0.10	0.13	0.03
Meet the Faerie Queen	0.10	0.13	0.02
Volcano Bursts	0.10	0.13	0.03
We Packed Snacks	0.10	0.11	0.01
Parade	0.10	0.10	0.00
Pin Trade	0.10	0.11	0.01
Bathroom Break	0.09	0.10	0.01
Character Fan Meet	0.09	0.12	0.03
Character Signing Session	0.09	0.15	0.06
Behind the Scenes Tour	0.09	0.11	0.02
Limited Edition	0.08	0.11	0.03
Celebrity Sighting	0.08	0.11	0.03
Character Breakfast	0.08	0.12	0.04
Character Sighting	0.07	0.07	0.00
Theatre Troupe	0.07	0.08	0.01
Atlantean Ceremony	0.07	0.08	0.02
Steel Drum Band	0.06	0.07	0.01
Luau	0.06	0.07	0.01
You Saved My Spot	0.06	0.07	0.01
School Reunion	0.06	0.06	0.00
Wipe-Out	0.05	0.07	0.02
Cheer Up	0.05	0.06	0.01
Spitting Camel	0.05	0.07	0.02
We need a volunteer	0.05	0.07	0.02
Beam Me Up	0.04	0.06	0.01
Smugglers’ Boat	0.04	0.05	0.00
Photo Bomb	0.04	0.04	0.00
Extra Pickles	0.04	0.05	0.01
Take My Spot	0.04	0.04	0.01
Order One for Me	0.03	0.04	0.00
Help the Thieves of the Forest	0.03	0.03	0.01
We’re All Soaked	0.02	0.02	0.00
Light Speed	0.02	0.02	0.00
It’s a Desert	0.01	0.01	0.00
Cone Envy	0.01	0.01	0.00
Dropped Cone	0.00	0.00	0.00

5P_Good

Mean actions one player takes in one game

MC_Card	All	Winner	Adv
Mr Poopypants	0.11	0.15	0.04
Great Seats	0.10	0.14	0.04
Meet the Faerie Queen	0.10	0.15	0.05
Pin Trade	0.10	0.10	0.01
No Lines	0.10	0.16	0.06
Bathroom Break	0.09	0.12	0.02
Volcano Bursts	0.09	0.14	0.05
Character Fan Meet	0.09	0.13	0.04
Parade	0.09	0.11	0.02
Watch the Tram please	0.09	0.16	0.07
Character Signing Session	0.09	0.16	0.07
We Packed Snacks	0.09	0.11	0.02
Limited Edition	0.08	0.12	0.04
Behind the Scenes Tour	0.08	0.11	0.03
Theatre Troupe	0.08	0.12	0.04
Celebrity Sighting	0.07	0.13	0.06
Character Breakfast	0.07	0.12	0.05
You Saved My Spot	0.07	0.10	0.03
Character Sighting	0.07	0.07	0.00
School Reunion	0.06	0.07	0.01
Atlantean Ceremony	0.06	0.09	0.03
Cheer Up	0.06	0.08	0.02
Luau	0.05	0.08	0.03
Wipe-Out	0.05	0.08	0.03
Steel Drum Band	0.05	0.07	0.02
Spitting Camel	0.05	0.07	0.02
Photo Bomb	0.05	0.05	0.00
We need a volunteer	0.05	0.08	0.03
Order One for Me	0.04	0.05	0.00
Smugglers’ Boat	0.04	0.06	0.02
Beam Me Up	0.04	0.06	0.02
Extra Pickles	0.03	0.05	0.02
Take My Spot	0.03	0.04	0.01
Help the Thieves of the Forest	0.02	0.03	0.01
Light Speed	0.02	0.02	0.00
It’s a Desert	0.02	0.02	0.01
We’re All Soaked	0.02	0.02	0.00
Cone Envy	0.01	0.02	0.00
Dropped Cone	0.01	0.01	0.00

MC: Selection

This just looks at the cards that players decide to pick up from the board, and tracks how long they keep them in hand before playing.

The table below has four pieces of data for each card:

• PercentTaken. This is the percentage of times that the card is taken (assuming it is placed).
• MeanTurnsToTake. The mean number of turns between the card being placed and someone picking it up.
• PercentPlayed. The percentage of the cards picked up that are actually then played before the end of the game.
• MeanTurnsToPlay. The mean number of turns from picking up a card to playing it.

The table is sorted by PercentTaken * PercentPlayed; so that popular cards are at the top and unpopular ones at the bottom.

Generally the ranking of cards here is in line with the conclusions on the other two MC tabs.

3P_Weak

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	74	6.5	94	4.4
Meet the Faerie Queen	72	6.2	85	7.6
No Lines	68	7.1	88	5.2
Bathroom Break	63	7.2	92	2.0
Great Seats	66	7.0	87	4.9
Volcano Bursts	70	6.5	79	8.5
Watch the Tram please	68	6.7	79	7.7
Parade	70	6.7	74	6.0
We Packed Snacks	63	6.9	82	3.7
Pin Trade	65	7.2	71	8.4
Limited Edition	64	6.6	71	6.4
Character Signing Session	63	7.2	71	8.2
Character Fan Meet	64	7.4	67	5.6
Character Sighting	61	7.8	66	5.7
Behind the Scenes Tour	67	7.4	54	10.2
Celebrity Sighting	69	7.4	51	7.7
Character Breakfast	66	7.1	50	8.9
Cheer Up	67	6.8	45	13.3
Take My Spot	67	7.1	43	6.3
Theatre Troupe	62	7.3	45	7.3
School Reunion	65	7.7	43	8.1
You Saved My Spot	59	6.7	45	4.4
Luau	67	7.1	38	8.0
Steel Drum Band	64	7.2	39	8.4
Atlantean Ceremony	66	7.4	36	10.4
Photo Bomb	67	6.9	29	10.2
We need a volunteer	67	7.5	28	8.3
Wipe-Out	61	7.3	29	9.6
Order One for Me	64	6.7	24	5.2
Spitting Camel	60	7.2	25	11.4
Smugglers’ Boat	63	7.3	24	5.6
Beam Me Up	67	7.0	21	7.8
Help the Thieves of the Forest	60	7.2	22	9.8
Extra Pickles	64	6.9	20	6.1
We’re All Soaked	63	6.7	13	9.7
It’s a Desert	66	7.2	10	9.9
Light Speed	61	7.3	10	8.0
Cone Envy	67	7.3	6	9.0
Dropped Cone	63	6.7	5	6.7

5P_Weak

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	80	8.5	93	6.3
Bathroom Break	72	9.1	96	3.3
No Lines	77	8.9	89	8.6
Great Seats	77	8.8	84	8.4
We Packed Snacks	76	9.4	85	6.0
Pin Trade	77	8.3	80	11.9
Volcano Bursts	78	8.0	76	14.5
Watch the Tram please	74	9.0	80	11.3
Meet the Faerie Queen	73	8.2	78	11.5
Character Fan Meet	73	9.4	73	7.8
Character Sighting	74	9.0	70	9.2
Parade	75	8.4	68	10.5
Limited Edition	74	9.4	66	10.9
Character Signing Session	77	9.5	59	14.2
Theatre Troupe	77	8.7	53	9.6
School Reunion	71	8.8	54	11.3
Take My Spot	73	9.7	48	9.0
Celebrity Sighting	71	9.4	50	11.9
Behind the Scenes Tour	74	8.9	47	16.8
Character Breakfast	71	9.2	49	15.9
Cheer Up	72	9.3	47	21.4
You Saved My Spot	73	9.4	46	9.1
Photo Bomb	74	8.6	45	19.0
Atlantean Ceremony	76	8.9	40	16.9
Luau	68	9.3	38	10.4
Steel Drum Band	74	9.4	34	11.0
We need a volunteer	76	9.6	21	11.0
Wipe-Out	68	8.7	23	16.8
Spitting Camel	75	9.2	21	18.0
Order One for Me	73	8.8	21	10.0
Smugglers’ Boat	75	8.7	20	11.7
Help the Thieves of the Forest	74	9.4	20	14.6
Beam Me Up	72	9.1	14	9.8
Extra Pickles	74	8.7	12	10.9
Dropped Cone	72	9.5	11	10.4
Light Speed	70	9.2	9	7.4
We’re All Soaked	72	8.8	8	11.9
It’s a Desert	74	9.0	7	19.1
Cone Envy	76	8.9	5	10.7

3P

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	85	5.5	95	4.6
Meet the Faerie Queen	74	5.5	93	6.0
Volcano Bursts	78	5.8	88	8.2
Great Seats	73	6.9	93	3.2
Bathroom Break	70	6.4	93	2.6
No Lines	70	6.7	91	3.8
Watch the Tram please	77	6.4	81	6.9
We Packed Snacks	69	6.2	88	4.2
Character Fan Meet	72	6.4	81	4.9
Parade	69	6.6	82	4.6
Pin Trade	72	6.1	78	8.0
Character Signing Session	68	6.8	81	6.7
Limited Edition	68	6.7	77	6.1
Behind the Scenes Tour	70	6.6	72	11.0
Character Sighting	71	7.2	68	6.2
Celebrity Sighting	68	6.6	66	7.5
Character Breakfast	67	6.1	61	9.9
Theatre Troupe	67	6.3	59	7.1
Atlantean Ceremony	70	6.6	51	9.9
You Saved My Spot	66	6.3	53	4.0
Cheer Up	68	6.2	48	12.9
School Reunion	66	6.5	49	7.8
Steel Drum Band	69	7.1	47	7.4
Luau	63	7.1	49	6.2
Take My Spot	68	6.8	43	7.6
Wipe-Out	68	7.0	41	10.0
Spitting Camel	72	7.1	38	9.8
We need a volunteer	70	6.9	39	7.5
Help the Thieves of the Forest	66	6.8	33	11.1
Photo Bomb	68	6.8	32	9.7
Smugglers’ Boat	69	6.7	31	7.6
Order One for Me	65	6.7	31	4.3
Beam Me Up	67	6.9	25	7.5
Extra Pickles	64	7.1	25	6.5
Light Speed	66	6.6	18	9.9
We’re All Soaked	65	6.4	16	7.7
It’s a Desert	64	6.6	9	12.1
Cone Envy	69	6.7	7	7.7
Dropped Cone	66	6.7	5	9.5

5P

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	87	6.7	96	6.9
Pin Trade	85	8.1	90	10.8
Bathroom Break	80	8.1	95	3.3
No Lines	81	8.3	93	6.5
Great Seats	83	8.5	91	6.3
Meet the Faerie Queen	83	7.5	90	9.9
Volcano Bursts	83	7.7	86	13.2
Character Fan Meet	82	8.7	87	6.0
We Packed Snacks	79	7.8	84	6.0
Parade	80	8.3	81	8.6
Watch the Tram please	81	8.0	78	12.1
Character Signing Session	80	8.6	73	12.1
Limited Edition	77	8.4	76	10.4
Theatre Troupe	79	7.7	71	8.5
Behind the Scenes Tour	81	8.3	68	16.6
Character Sighting	76	8.6	67	11.1
You Saved My Spot	73	8.0	66	6.6
Celebrity Sighting	79	8.7	58	12.2
Character Breakfast	76	7.7	59	17.0
School Reunion	78	8.5	57	11.6
Atlantean Ceremony	79	9.1	49	16.8
Cheer Up	77	7.5	48	22.3
Luau	77	8.1	47	11.2
Photo Bomb	77	8.4	45	16.6
Steel Drum Band	79	8.4	43	12.6
Take My Spot	80	8.4	40	12.2
Wipe-Out	77	8.1	40	16.5
We need a volunteer	80	8.8	36	13.5
Spitting Camel	78	7.9	36	16.1
Order One for Me	75	7.8	37	9.1
Beam Me Up	78	8.3	30	11.9
Smugglers’ Boat	79	8.4	24	12.5
Help the Thieves of the Forest	77	8.5	24	15.5
Extra Pickles	78	8.3	19	11.5
We’re All Soaked	77	8.2	15	12.3
Light Speed	75	8.3	15	13.8
It’s a Desert	77	8.3	12	11.8
Dropped Cone	77	8.8	7	16.9
Cone Envy	78	8.3	6	12.4

3P_Good

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	90	4.4	99	4.5
Watch the Tram please	86	5.2	88	6.7
Volcano Bursts	80	4.9	93	7.0
Meet the Faerie Queen	77	5.4	96	5.5
No Lines	76	6.5	97	2.9
Great Seats	74	6.3	96	2.7
We Packed Snacks	75	5.5	90	4.1
Bathroom Break	73	6.3	90	3.7
Behind the Scenes Tour	77	5.9	81	9.6
Parade	71	6.2	87	3.8
Pin Trade	72	5.5	84	7.4
Character Signing Session	70	6.2	84	5.9
Character Fan Meet	70	6.2	84	3.9
Limited Edition	71	6.2	79	6.6
Character Breakfast	68	5.8	71	9.4
Celebrity Sighting	67	6.1	72	6.0
Character Sighting	64	6.2	71	6.9
Atlantean Ceremony	66	6.6	66	9.3
Theatre Troupe	62	6.1	67	6.3
Steel Drum Band	66	6.5	56	6.7
Luau	67	5.8	55	5.2
Cheer Up	68	6.0	54	13.0
School Reunion	64	6.1	54	7.0
You Saved My Spot	62	6.6	54	3.0
Spitting Camel	66	6.5	48	10.6
Wipe-Out	62	6.6	50	9.0
We need a volunteer	65	6.3	45	7.6
Beam Me Up	64	6.8	40	8.0
Smugglers’ Boat	60	6.6	39	7.6
Photo Bomb	66	5.7	35	10.5
Take My Spot	66	6.7	32	9.1
Extra Pickles	60	6.4	33	4.8
Help the Thieves of the Forest	60	6.5	30	10.3
Order One for Me	58	5.9	29	4.3
We’re All Soaked	60	6.4	22	10.1
Light Speed	60	6.4	21	8.7
It’s a Desert	64	6.7	14	10.6
Cone Envy	62	6.9	8	7.7
Dropped Cone	59	6.8	3	8.0

5P_Good

Mean actions one player takes in one game

MC_Card	PercentTaken	MeanTurnsToTake	PercentPlayed	MeanTurnsToPlay
Mr Poopypants	91	6.0	97	6.3
Great Seats	89	7.8	96	5.2
Meet the Faerie Queen	89	6.2	94	9.3
Pin Trade	86	7.3	93	9.8
Volcano Bursts	86	6.5	93	12.0
No Lines	84	7.7	94	5.4
Bathroom Break	83	7.9	92	5.3
Character Fan Meet	81	8.1	91	5.5
Watch the Tram please	87	6.9	84	13.1
Character Signing Session	85	8.0	83	10.2
We Packed Snacks	81	7.2	85	7.0
Parade	78	7.6	88	6.9
Behind the Scenes Tour	83	7.8	77	16.0
Limited Edition	77	7.6	80	10.0
Theatre Troupe	80	7.5	77	7.5
Celebrity Sighting	80	7.9	70	10.7
Character Breakfast	80	7.7	65	15.6
You Saved My Spot	70	7.9	72	4.5
Character Sighting	75	7.5	67	12.2
Atlantean Ceremony	81	8.6	58	15.0
School Reunion	77	8.4	58	11.9
Cheer Up	77	7.7	56	22.4
Luau	76	7.8	50	10.3
Steel Drum Band	78	7.9	48	12.3
We need a volunteer	81	7.6	43	11.5
Wipe-Out	76	8.2	46	16.6
Spitting Camel	75	7.8	44	16.6
Photo Bomb	76	8.1	43	17.4
Smugglers’ Boat	77	8.1	38	12.4
Order One for Me	73	8.5	39	8.0
Beam Me Up	75	8.5	37	12.7
Take My Spot	74	8.6	31	13.3
Extra Pickles	75	8.0	26	11.7
Help the Thieves of the Forest	76	8.9	25	16.7
Light Speed	72	7.6	19	16.8
We’re All Soaked	76	8.2	16	12.9
It’s a Desert	76	8.0	15	18.3
Cone Envy	75	8.0	10	10.0
Dropped Cone	75	8.9	5	20.0

Actions over time

The graphs below plot the use of actions over time. This is the average frequency of the action over all 2000 games.

3P_Weak

5P_Weak

3P

5P

3P_Good

5P_Good

Averages over time

Given a set of numeric variables of interest, we track them over time.

This only uses games with a length within the shortest 75% of games to avoid high levels of variance as we have few games to average over for high turn/round counts.

The ten variables:

• Crankiness. The sum of crankiness cubes on a player
• Hunger. The position of the player’s hunger cube
• Score. The player’s current score
• Meltdowns. The total number of times a player’s Persons have Overheated in the game so far
• Time. The current position of the player’s time cube.
• Souvenir. The number of souvenir cubes a player has (max 4)
• Ticket. Which ticket (if any) a player has. These are “None” for no-ticket, and then grouped into Early/Middle/Late.
• Area. The Area in which a player starts their turn. (And apologies that the colours in the graph do not match the region colours…)
• Type. The Attraction at which the Player starts their turn.
• Attraction. The Type and Level (e.g. RIDE-3, or EATERY-1) at which a player starts their turn.

3P_Weak

5P_Weak

3P

5P

3P_Good

5P_Good

Specific Games

We then plot the numeric plots for 5 single games, followed by a detailed log of all actions in one specific game (game number 15, so the actions can be tied to the graphs in the first section).

Sometimes the average over 2000 games can hide the variation that is possible within any individual game; and the ‘average’ track may not represent what a ‘typical’ game looks like.

3P_Weak

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Green (2 time) [Purple]	2
0	2	Green	0	Visit Green RIDE 3	0
1	0	Entrance	1	Purple (1 time) []	1
1	1	Purple	1	Visit Purple PODIUM 1	0
1	2	Purple	1	Move person 3 to the left	0
1	2	Purple	1	Add Fun to person 0	0
2	0	Entrance	2	Purple (1 time) []	1
2	1	Purple	2	Visit Souvenir Shop	0
2	2	Purple	2	Give Souvenir to person 3	0
3	2	Purple	2	Draw magic card : Cone Envy	0
3	2	Purple	2	Places magic card Cheer Up in Yellow region	0
3	2	Purple	2	Green (3 time) [Yellow-Black]	3
3	5	Green	2	Visit Green RIDE 2	0
4	2	Purple	1	Blue (2 time) [Red]	2
4	4	Blue	1	Visit Blue RIDE 2	0
5	5	Green	0	Stay put	0
5	5	Green	0	Eat at Green EATERY 1	0
6	6	Green	0	Black (1 time) []	1
6	7	Black	0	Visit Black RIDE 3	0
6	10	Black	0	Meltdown, player 0	0
7	6	Blue	1	Draw magic card : Character Signing Session	0
7	6	Blue	1	Places magic card Character Sighting in Red region	0
7	6	Blue	1	Stay put	0
7	6	Blue	1	Eat at Blue EATERY 2	0
8	7	Green	2	Red (2 time) [Purple]	2
8	9	Red	2	Visit Red RIDE 1	0
8	10	Red	2	Meltdown, player 2	0
9	8	Blue	1	Red (1 time) []	1
9	9	Red	1	Eat at Red EATERY 1	0
10	10	Red	1	Draw magic card : Character Sighting	0
10	10	Red	1	Places magic card We Packed Snacks in Purple region	0
10	10	Red	1	Stay put	0
10	10	Red	1	Visit Red RIDE 3	0
11	10	Entrance	2	Black (3 time) [Purple-Yellow]	3
11	13	Black	2	Visit Black RIDE 1	0
11	14	Black	2	Meltdown, player 2	0
12	10	Entrance	0	Yellow (2 time) [Purple]	2
12	12	Yellow	0	Eat at Yellow EATERY 2	0
13	13	Red	1	Stay put	0
13	13	Red	1	Eat at Red EATERY 1	0
14	14	Red	1	Stay put	0
14	14	Red	1	Visit Red RIDE 2	0
15	14	Yellow	0	Draw magic card : Cheer Up	0
15	14	Yellow	0	Places magic card Order One for Me in Green region	0
15	14	Yellow	0	Black (1 time) []	1
15	15	Black	0	Visit Black RIDE 2	0
16	14	Entrance	2	Blue (5 time) [Purple-Yellow-Black-Green]	5
16	19	Blue	2	Visit Blue RIDE 2	0
16	17	Black	0	Meltdown, player 0	0
16	21	Blue	2	Meltdown, player 2	0
17	16	Red	1	Purple (1 time) []	1
17	17	Purple	1	Play Magic Card Character Signing Session	0
17	17	Purple	1	Give Souvenir to person 3	0
18	17	Purple	1	Draw magic card : We Packed Snacks	0
18	17	Purple	1	Places magic card Volcano Bursts in Yellow region	0
18	17	Purple	1	Play Magic Card Mr Poopypants	0
18	17	Purple	1	Play Magic Card We Packed Snacks	0
18	17	Purple	1	Blue (2 time) [Red]	2
18	19	Blue	1	Visit Souvenir Shop	0
18	20	Blue	1	Give Souvenir to person 2	0
18	20	Blue	1	Meltdown, player 1	0
19	17	Entrance	0	Yellow (2 time) [Purple]	2
19	19	Yellow	0	Visit Yellow RIDE 1	0
20	20	Yellow	0	Draw magic card : Volcano Bursts	0
20	20	Yellow	0	Places magic card Help the Thieves of the Forest in Blue region	0
20	20	Yellow	0	Green (2 time) [Black]	2
20	22	Green	0	Visit Green RIDE 2	0
20	24	Green	0	Meltdown, player 0	0
21	20	Entrance	1	Green (2 time) [Purple]	2
21	22	Green	1	Visit Green RIDE 3	0
22	21	Entrance	2	Red (2 time) [Purple]	2
22	23	Red	2	Visit Red RIDE 2	0
22	25	Red	2	Meltdown, player 2	0
23	24	Entrance	0	Red (2 time) [Purple]	2
23	26	Red	0	Visit Red RIDE 3	0
23	29	Red	0	Meltdown, player 0	0
24	25	Entrance	2	Green (4 time) [Purple-Yellow-Black]	4
24	29	Green	2	Visit Green RIDE 3	0
24	33	Green	2	Meltdown, player 2	0
25	25	Green	1	Draw magic card : Order One for Me	0
25	25	Green	1	Places magic card Theatre Troupe in Purple region	0
25	25	Green	1	Black (1 time) []	1
25	26	Black	1	Visit Black RIDE 1	0
25	27	Black	1	Meltdown, player 1	0
26	27	Entrance	1	Yellow (2 time) [Purple]	2
26	29	Yellow	1	Eat at Yellow EATERY 2	0
27	29	Entrance	0	Red (2 time) [Purple]	2
27	31	Red	0	Play Magic Card Volcano Bursts	0
27	32	Red	0	Visit Red RIDE 2	0
27	34	Red	0	Meltdown, player 0	0
28	31	Yellow	1	Stay put	0
28	31	Yellow	1	Visit Yellow RIDE 3	0
29	33	Entrance	2	Purple (1 time) []	1
29	34	Purple	2	Leave Park (remaining time: 0)	0
29	34	Purple	2	Meltdown, player 2	0

5P_Weak

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Black (3 time) [Purple-Yellow]	3
0	3	Black	0	Visit Black RIDE 2	0
1	0	Entrance	1	Blue (3 time) [Purple-Red]	3
1	3	Blue	1	Play Magic Card Mr Poopypants	0
1	3	Blue	1	Eat at Blue EATERY 2	0
2	0	Entrance	2	Yellow (2 time) [Purple]	2
2	2	Yellow	2	Visit Yellow RIDE 3	0
3	0	Entrance	3	Blue (3 time) [Purple-Red]	3
3	3	Blue	3	Buy ticket at Blue TICKET_OFFICE 0	0
4	0	Entrance	4	Green (2 time) [Purple]	2
4	2	Green	4	Eat at Green EATERY 1	0
5	3	Green	4	Blue (1 time) []	1
5	4	Blue	4	Buy ticket at Blue TICKET_OFFICE 0	0
6	3	Blue	3	Draw magic card : Character Sighting	0
6	3	Blue	3	Places magic card We Packed Snacks in Green region	0
6	3	Blue	3	Stay put	0
6	3	Blue	3	Eat at Blue EATERY 2	0
7	5	Blue	4	Stay put	0
7	5	Blue	4	Play Magic Card Pin Trade	0
7	6	Blue	4	Visit Blue PODIUM 1	0
7	7	Blue	4	Move person 1 to the left	0
7	7	Blue	4	Add Fun to person 0	0
8	5	Yellow	2	Play Magic Card Spitting Camel	0
8	5	Yellow	2	Black (1 time) []	1
8	6	Black	2	Visit Black RIDE 3	0
8	9	Black	2	Meltdown, player 2	0
9	5	Black	0	Draw magic card : Cheer Up	0
9	5	Black	0	Places magic card Order One for Me in Yellow region	0
9	5	Black	0	Stay put	0
9	5	Black	0	Visit Souvenir Shop	0
9	6	Black	0	Give Souvenir to person 0	0
10	6	Black	0	Yellow (1 time) []	1
10	7	Yellow	0	Eat at Yellow EATERY 2	0
11	6	Blue	1	Stay put	0
11	6	Blue	1	Visit Blue RIDE 3	0
12	6	Blue	3	Black (2 time) [Green]	2
12	8	Black	3	Visit Black RIDE 3	0
13	7	Blue	4	Purple (2 time) [Green]	2
13	9	Purple	4	Eat at Purple EATERY 3	0
14	9	Blue	1	Red (1 time) []	1
14	10	Red	1	Visit Red RIDE 3	0
15	9	Yellow	0	Draw magic card : Order One for Me	0
15	9	Yellow	0	Places magic card Volcano Bursts in Blue region	0
15	9	Yellow	0	Blue (5 time) [Black-Green-Purple-Red]	5
15	14	Blue	0	Visit Blue RIDE 2	0
16	9	Entrance	2	Blue (3 time) [Purple-Green]	3
16	12	Blue	2	Visit Blue RIDE 2	0
16	15	Blue	2	Meltdown, player 2	0
17	11	Black	3	Blue (2 time) [Green]	2
17	13	Blue	3	Buy ticket at Blue TICKET_OFFICE 0	0
17	13	Blue	3	Meltdown, player 3	0
18	12	Purple	4	Draw magic card : Character Signing Session	0
18	12	Purple	4	Places magic card Help the Thieves of the Forest in Black region	0
18	12	Purple	4	Blue (2 time) [Green]	2
18	14	Blue	4	Play Magic Card Character Signing Session	0
18	14	Blue	4	Give Souvenir to person 1	0
19	13	Entrance	3	Play Magic Card Character Sighting	0
19	13	Entrance	3	Green (2 time) [Purple]	2
19	15	Green	3	Visit Green RIDE 1	0
20	13	Red	1	Blue (1 time) []	1
20	14	Blue	1	Visit Blue RIDE 1	0
20	15	Blue	1	Meltdown, player 1	0
21	14	Blue	4	Ignore magic card	0
21	14	Blue	4	Green (1 time) []	1
21	15	Green	4	Visit Green RIDE 2	0
21	16	Green	3	Meltdown, player 3	0
22	15	Entrance	1	Purple (1 time) []	1
22	16	Purple	1	Eat at Purple EATERY 3	0
23	15	Entrance	2	Red (2 time) [Purple]	2
23	17	Red	2	Visit Red RIDE 2	0
23	19	Red	2	Meltdown, player 2	0
24	16	Entrance	3	Green (2 time) [Purple]	2
24	18	Green	3	Visit Green PODIUM 1	0
24	19	Green	3	DoNothing	0
24	19	Green	3	Add Fun to person 0	0
24	19	Green	3	Meltdown, player 3	0
25	16	Blue	0	Stay put	0
25	16	Blue	0	Visit Blue RIDE 3	0
25	19	Blue	0	Meltdown, player 0	0
26	17	Green	4	Draw magic card : We Packed Snacks	0
26	17	Green	4	Places magic card Theatre Troupe in Yellow region	0
26	17	Green	4	Blue (1 time) []	1
26	18	Blue	4	Visit Blue RIDE 1	0
26	19	Blue	4	Meltdown, player 4	0
27	19	Entrance	4	Purple (1 time) []	1
27	20	Purple	4	Play Magic Card We Packed Snacks	0
27	20	Purple	4	Visit Purple PODIUM 1	0
27	21	Purple	4	Move person 3 to the left	0
27	21	Purple	4	Remove Crankiness from person 2	0
27	21	Purple	4	Remove Crankiness from person 3	0
28	19	Entrance	0	Yellow (2 time) [Purple]	2
28	21	Yellow	0	Eat at Yellow EATERY 2	0
29	19	Entrance	3	Purple (1 time) []	1
29	20	Purple	3	Visit Purple PODIUM 1	0
29	21	Purple	3	Move person 1 to the left	0
29	21	Purple	3	Add Fun to person 0	0
30	19	Entrance	2	Red (2 time) [Purple]	2
30	21	Red	2	Visit Red RIDE 1	0
30	22	Red	2	Meltdown, player 2	0
31	19	Purple	1	Stay put	0
31	19	Purple	1	Visit Purple PODIUM 1	0
31	20	Purple	1	Move person 3 to the left	0
31	20	Purple	1	Remove Crankiness from person 2	0
31	20	Purple	1	Remove Crankiness from person 3	0
32	20	Purple	1	Stay put	0
32	20	Purple	1	Visit Souvenir Shop	0
32	21	Purple	1	Give Souvenir to person 0	0
33	21	Purple	1	Stay put	0
33	21	Purple	1	Visit Purple PODIUM 1	0
33	23	Purple	1	Move person 2 to the left	0
33	23	Purple	1	Add Fun to person 0	0
34	21	Purple	3	Green (1 time) []	1
34	22	Green	3	Eat at Green EATERY 1	0
35	21	Purple	4	Red (1 time) []	1
35	22	Red	4	Visit Red RIDE 2	0
36	22	Entrance	2	Blue (3 time) [Purple-Green]	3
36	25	Blue	2	Visit Blue RIDE 3	0
36	28	Blue	2	Meltdown, player 2	0
37	23	Green	3	Yellow (2 time) [Purple]	2
37	25	Yellow	3	Visit Yellow RIDE 3	0
37	28	Yellow	3	Meltdown, player 3	0
38	23	Purple	1	Green (1 time) []	1
38	24	Green	1	Visit Green RIDE 3	0
39	23	Yellow	0	Black (1 time) []	1
39	24	Black	0	Visit Black RIDE 3	0
39	27	Black	0	Meltdown, player 0	0
40	24	Red	4	Blue (1 time) []	1
40	25	Blue	4	Visit Blue RIDE 3	0
41	27	Entrance	0	Play Magic Card Cheer Up	0
41	27	Purple	0	Stay put	0
41	27	Purple	0	Visit Purple PODIUM 1	0
41	28	Purple	0	Move person 1 to the left	0
41	28	Purple	0	Remove Crankiness from person 3	0
41	28	Purple	0	Remove Crankiness from person 1	0
42	27	Green	1	Black (1 time) []	1
42	28	Black	1	Buy ticket at Black TICKET_OFFICE 0	0
43	28	Black	1	Draw magic card : Help the Thieves of the Forest	0
43	28	Black	1	Places magic card Beam Me Up in Green region	0
43	28	Black	1	Yellow (1 time) []	1
43	29	Yellow	1	Visit Yellow RIDE 3	0
44	28	Purple	0	Red (1 time) []	1
44	29	Red	0	Visit Red RIDE 3	0
44	32	Red	0	Meltdown, player 0	0
45	28	Blue	4	Draw magic card : Volcano Bursts	0
45	28	Blue	4	Places magic card No Lines in Purple region	0
45	28	Blue	4	Green (1 time) []	1
45	29	Green	4	Visit Green RIDE 3	0
46	28	Entrance	3	Green (4 time) [Purple-Red-Blue]	4
46	32	Green	3	Visit Green RIDE 2	0
46	34	Green	3	Meltdown, player 3	0
47	28	Entrance	2	Green (4 time) [Purple-Yellow-Black]	4
47	32	Green	2	Visit Green RIDE 2	0
47	34	Green	2	Meltdown, player 2	0
48	32	Green	4	Draw magic card : Beam Me Up	0
48	32	Green	4	Places magic card Great Seats in Blue region	0
48	32	Green	4	Stay put	0
48	32	Green	4	Visit Green RIDE 1	0
48	33	Green	4	Meltdown, player 4	0
49	32	Entrance	0	Purple (1 time) []	1
49	33	Purple	0	Visit Purple PODIUM 1	0
49	34	Purple	0	DoNothing	0
49	34	Purple	0	Add Fun to person 0	0
49	34	Purple	0	Meltdown, player 0	0
50	32	Yellow	1	Draw magic card : Theatre Troupe	0
50	32	Yellow	1	Places magic card Behind the Scenes Tour in Green region	0
50	32	Yellow	1	Black (1 time) []	1
50	33	Black	1	Visit Black RIDE 1	0
51	33	Entrance	4	Purple (1 time) []	1
51	34	Purple	4	Leave Park (remaining time: 0)	0

3P

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Red (2 time) [Purple]	2
0	2	Red	0	Visit Red RIDE 3	0
1	0	Entrance	1	Green (2 time) [Purple]	2
1	2	Green	1	Visit Green RIDE 3	0
2	0	Entrance	2	Purple (1 time) []	1
2	1	Purple	2	Visit Purple PODIUM 1	0
2	2	Purple	2	Move person 3 to the left	0
2	2	Purple	2	Add Fun to person 0	0
3	2	Purple	2	Draw magic card : Cone Envy	0
3	2	Purple	2	Places magic card Cheer Up in Yellow region	0
3	2	Purple	2	Blue (2 time) [Red]	2
3	4	Blue	2	Eat at Blue EATERY 2	0
4	5	Green	1	Black (1 time) []	1
4	6	Black	1	Visit Black RIDE 1	0
5	5	Red	0	Purple (1 time) []	1
5	6	Purple	0	Eat at Purple EATERY 3	0
6	6	Blue	2	Draw magic card : Character Signing Session	0
6	6	Blue	2	Places magic card Character Sighting in Red region	0
6	6	Blue	2	Green (1 time) []	1
6	7	Green	2	Visit Green RIDE 2	0
7	7	Black	1	Draw magic card : Pin Trade	0
7	7	Black	1	Places magic card We Packed Snacks in Blue region	0
7	7	Black	1	Yellow (1 time) []	1
7	8	Yellow	1	Eat at Yellow EATERY 2	0
8	9	Green	2	Black (1 time) []	1
8	10	Black	2	Visit Black RIDE 3	0
9	9	Purple	0	Green (1 time) []	1
9	10	Green	0	Visit Green RIDE 3	0
10	10	Yellow	1	Draw magic card : Cheer Up	0
10	10	Yellow	1	Places magic card Order One for Me in Purple region	0
10	10	Yellow	1	Stay put	0
10	10	Yellow	1	Visit Yellow RIDE 2	0
11	12	Yellow	1	Purple (1 time) []	1
11	13	Purple	1	Eat at Purple EATERY 3	0
12	13	Green	0	Purple (1 time) []	1
12	14	Purple	0	Visit Souvenir Shop	0
12	15	Purple	0	Give Souvenir to person 1	0
13	13	Black	2	Green (1 time) []	1
13	14	Green	2	Visit Green RIDE 3	0
14	15	Purple	0	Draw magic card : Order One for Me	0
14	15	Purple	0	Places magic card Volcano Bursts in Green region	0
14	15	Purple	0	Green (3 time) [Red-Blue]	3
14	18	Green	0	Visit Green PODIUM 1	0
14	19	Green	0	Move person 2 to the left	0
14	19	Green	0	Remove Crankiness from person 3	0
14	19	Green	0	Remove Crankiness from person 0	0
15	16	Purple	1	Green (1 time) []	1
15	17	Green	1	Visit Green RIDE 3	0
15	21	Green	1	Meltdown, player 1	0
16	17	Green	2	Purple (1 time) []	1
16	18	Purple	2	Eat at Purple EATERY 3	0
16	21	Purple	2	Meltdown, player 2	0
17	19	Green	0	Draw magic card : Volcano Bursts	0
17	19	Green	0	Places magic card Help the Thieves of the Forest in Black region	0
17	19	Green	0	Black (1 time) []	1
17	20	Black	0	Visit Black RIDE 3	0
18	21	Entrance	2	Blue (3 time) [Purple-Red]	3
18	24	Blue	2	Visit Blue RIDE 3	0
18	27	Blue	2	Meltdown, player 2	0
19	21	Entrance	1	Red (2 time) [Purple]	2
19	23	Red	1	Play Magic Card Mr Poopypants	0
19	23	Red	1	Visit Red RIDE 3	0
19	26	Red	1	Meltdown, player 1	0
20	23	Black	0	Stay put	0
20	23	Black	0	Visit Black RIDE 2	0
20	26	Black	0	Meltdown, player 0	0
21	26	Entrance	0	Green (2 time) [Purple]	2
21	28	Green	0	Visit Green RIDE 3	0
21	31	Green	0	Meltdown, player 0	0
22	26	Entrance	1	Yellow (2 time) [Purple]	2
22	28	Yellow	1	Visit Yellow RIDE 3	0
23	27	Entrance	2	Blue (3 time) [Purple-Red]	3
23	30	Blue	2	Visit Blue RIDE 2	0
23	32	Blue	2	Meltdown, player 2	0
24	31	Entrance	0	Red (2 time) [Purple]	2
24	33	Red	0	Play Magic Card Volcano Bursts	0
24	34	Red	0	Leave Park (remaining time: 0)	0
24	34	Red	0	Meltdown, player 0	0
25	32	Entrance	2	Purple (1 time) []	1
25	33	Purple	2	Visit Souvenir Shop	0
25	34	Purple	2	Give Souvenir to person 0	0
26	32	Yellow	1	Purple (1 time) []	1
26	33	Purple	1	Play Magic Card Pin Trade	0
26	34	Purple	1	Leave Park (remaining time: 0)	0

5P

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Purple (1 time) []	1
0	1	Purple	0	Visit Souvenir Shop	0
0	2	Purple	0	Give Souvenir to person 2	0
1	0	Entrance	1	Black (3 time) [Purple-Yellow]	3
1	3	Black	1	Visit Black RIDE 1	0
2	0	Entrance	2	Blue (3 time) [Purple-Red]	3
2	3	Blue	2	Visit Blue RIDE 3	0
3	0	Entrance	3	Purple (1 time) []	1
3	1	Purple	3	Visit Purple PODIUM 1	0
3	2	Purple	3	Move person 1 to the left	0
3	2	Purple	3	Add Fun to person 0	0
4	0	Entrance	4	Green (2 time) [Purple]	2
4	2	Green	4	Visit Green RIDE 1	0
5	2	Purple	3	Draw magic card : Character Signing Session	0
5	2	Purple	3	Places magic card We Packed Snacks in Yellow region	0
5	2	Purple	3	Stay put	0
5	2	Purple	3	Play Magic Card Character Signing Session	0
5	2	Purple	3	Give Souvenir to person 0	0
6	2	Purple	3	Yellow (1 time) []	1
6	3	Yellow	3	Visit Yellow RIDE 3	0
7	2	Purple	0	Red (1 time) []	1
7	3	Red	0	Visit Red RIDE 2	0
8	3	Green	4	Yellow (2 time) [Purple]	2
8	5	Yellow	4	Visit Yellow RIDE 2	0
9	4	Black	1	Ignore magic card	0
9	4	Black	1	Stay put	0
9	4	Black	1	Eat at Black EATERY 1	0
10	5	Black	1	Draw magic card : Cheer Up	0
10	5	Black	1	Places magic card Order One for Me in Purple region	0
10	5	Black	1	Green (1 time) []	1
10	6	Green	1	Buy ticket at Green TICKET_OFFICE 0	0
11	5	Red	0	Stay put	0
11	5	Red	0	Visit Red RIDE 3	0
12	6	Green	1	Purple (1 time) []	1
12	7	Purple	1	Eat at Purple EATERY 3	0
13	6	Yellow	3	Draw magic card : We Packed Snacks	0
13	6	Yellow	3	Places magic card Volcano Bursts in Black region	0
13	6	Yellow	3	Stay put	0
13	6	Yellow	3	Play Magic Card We Packed Snacks	0
13	6	Yellow	3	Visit Yellow PODIUM 1	0
13	7	Yellow	3	DoNothing	0
13	7	Yellow	3	Add Fun to person 0	0
14	6	Blue	2	Draw magic card : Character Sighting	0
14	6	Blue	2	Places magic card Help the Thieves of the Forest in Yellow region	0
14	6	Blue	2	Purple (2 time) [Green]	2
14	8	Purple	2	Eat at Purple EATERY 3	0
15	7	Yellow	3	Draw magic card : Help the Thieves of the Forest	0
15	7	Yellow	3	Places magic card Theatre Troupe in Green region	0
15	7	Yellow	3	Purple (1 time) []	1
15	8	Purple	3	Visit Souvenir Shop	0
15	9	Purple	3	Give Souvenir to person 3	0
16	7	Yellow	4	Stay put	0
16	7	Yellow	4	Visit Yellow RIDE 3	0
16	10	Yellow	4	Meltdown, player 4	0
17	8	Red	0	Play Magic Card Wipe-Out	0
17	8	Red	0	Purple (1 time) []	1
17	9	Purple	0	Eat at Purple EATERY 3	0
17	12	Purple	0	Meltdown, player 0	0
18	9	Purple	3	Draw magic card : Order One for Me	0
18	9	Purple	3	Places magic card Beam Me Up in Red region	0
18	9	Purple	3	Play Magic Card Order One for Me	0
18	9	Purple	3	Green (1 time) []	1
18	10	Green	3	Play Magic Card Help the Thieves of the Forest	0
18	10	Green	3	Remove Souvenir from person 0	0
18	10	Green	3	DoNothing	0
19	10	Green	3	Draw magic card : Theatre Troupe	0
19	10	Green	3	Places magic card No Lines in Purple region	0
19	10	Green	3	Play Magic Card Theatre Troupe	0
19	10	Green	3	Stay put	0
19	10	Green	3	Visit Green PODIUM 1	0
19	11	Green	3	Move person 3 to the left	0
19	11	Green	3	Remove Crankiness from person 3	0
19	11	Green	3	Remove Crankiness from person 0	0
20	10	Entrance	4	Green (2 time) [Purple]	2
20	12	Green	4	Visit Green RIDE 3	0
20	15	Green	4	Meltdown, player 4	0
21	10	Green	1	Stay put	0
21	10	Green	1	Visit Green RIDE 3	0
22	11	Green	3	Purple (1 time) []	1
22	12	Purple	3	Eat at Purple EATERY 3	0
23	11	Green	2	Stay put	0
23	11	Green	2	Visit Green PODIUM 1	0
23	12	Green	2	Move person 3 to the left	0
23	12	Green	2	Remove Crankiness from person 3	0
23	12	Green	2	Remove Crankiness from person 0	0
24	12	Green	2	Black (1 time) []	1
24	13	Black	2	Play Magic Card Character Sighting	0
24	13	Black	2	Visit Black RIDE 3	0
25	12	Entrance	0	Yellow (2 time) [Purple]	2
25	14	Yellow	0	Visit Yellow RIDE 1	0
26	13	Green	1	Purple (1 time) []	1
26	14	Purple	1	Visit Purple PODIUM 1	0
26	15	Purple	1	Move person 1 to the left	0
26	15	Purple	1	Remove Crankiness from person 2	0
26	15	Purple	1	Remove Crankiness from person 3	0
27	15	Purple	1	Draw magic card : No Lines	0
27	15	Purple	1	Places magic card Great Seats in Green region	0
27	15	Purple	1	Yellow (1 time) []	1
27	16	Yellow	1	Visit Yellow RIDE 2	0
27	18	Yellow	1	Meltdown, player 1	0
28	15	Yellow	0	Black (1 time) []	1
28	16	Black	0	Visit Black RIDE 2	0
28	18	Black	0	Meltdown, player 0	0
29	15	Purple	3	Red (1 time) []	1
29	16	Red	3	Visit Red RIDE 1	0
30	15	Entrance	4	Purple (1 time) []	1
30	16	Purple	4	Eat at Purple EATERY 3	0
30	19	Purple	4	Meltdown, player 4	0
31	16	Black	2	Draw magic card : Volcano Bursts	0
31	16	Black	2	Places magic card Behind the Scenes Tour in Yellow region	0
31	16	Black	2	Stay put	0
31	16	Black	2	Visit Souvenir Shop	0
31	17	Black	2	Give Souvenir to person 1	0
32	17	Black	2	Green (1 time) []	1
32	18	Green	2	Visit Green RIDE 3	0
33	17	Red	3	Draw magic card : Beam Me Up	0
33	17	Red	3	Places magic card We’re All Soaked in Black region	0
33	17	Red	3	Stay put	0
33	17	Red	3	Buy ticket at Red TICKET_OFFICE 0	0
34	17	Red	3	Stay put	0
34	17	Red	3	Visit Red RIDE 3	0
35	18	Red	3	Stay put	0
35	18	Red	3	Visit Red RIDE 1	0
35	19	Red	3	Meltdown, player 3	0
36	18	Entrance	0	Purple (1 time) []	1
36	19	Purple	0	Visit Purple PODIUM 1	0
36	20	Purple	0	Move person 1 to the left	0
36	20	Purple	0	Add Fun to person 0	0
37	18	Entrance	1	Play Magic Card Cheer Up	0
37	18	Purple	1	Yellow (1 time) []	1
37	19	Yellow	1	Play Magic Card No Lines	0
37	19	Yellow	1	Visit Yellow RIDE 2 (delta -2 time)	0
38	19	Yellow	1	Draw magic card : Behind the Scenes Tour	0
38	19	Yellow	1	Places magic card Parade in Blue region	0
38	19	Yellow	1	Play Magic Card Mr Poopypants	0
38	19	Yellow	1	Stay put	0
38	19	Yellow	1	Buy ticket at Yellow TICKET_OFFICE 0	0
39	19	Yellow	1	Red (2 time) [Purple]	2
39	21	Red	1	Eat at Red EATERY 1	0
40	19	Entrance	3	Black (3 time) [Purple-Yellow]	3
40	22	Black	3	Visit Black RIDE 3	0
41	19	Entrance	4	Purple (1 time) []	1
41	20	Purple	4	Play Magic Card Pin Trade	0
41	21	Purple	4	Visit Purple PODIUM 1	0
41	22	Purple	4	Move person 2 to the left	0
41	22	Purple	4	Remove Crankiness from person 1	0
41	22	Purple	4	Remove Crankiness from person 3	0
42	21	Purple	0	Blue (2 time) [Green]	2
42	23	Blue	0	Eat at Blue EATERY 2	0
43	21	Green	2	Draw magic card : Great Seats	0
43	21	Green	2	Places magic card Take My Spot in Red region	0
43	21	Green	2	Stay put	0
43	21	Green	2	Play Magic Card Great Seats	0
43	21	Green	2	Visit Green RIDE 2 (delta -1 time)	0
44	22	Green	2	Stay put	0
44	22	Green	2	Eat at Green EATERY 1	0
45	22	Purple	4	Red (1 time) []	1
45	23	Red	4	Visit Red RIDE 3	0
45	26	Red	4	Meltdown, player 4	0
46	22	Red	1	Draw magic card : Take My Spot	0
46	22	Red	1	Places magic card We need a volunteer in Purple region	0
46	22	Red	1	Stay put	0
46	22	Red	1	Visit Red RIDE 3	0
46	25	Red	1	Meltdown, player 1	0
47	23	Green	2	Blue (1 time) []	1
47	24	Blue	2	Visit Blue RIDE 2	0
47	27	Blue	2	Meltdown, player 2	0
48	25	Entrance	1	Red (2 time) [Purple]	2
48	27	Red	1	Visit Red RIDE 1	0
48	28	Red	1	Meltdown, player 1	0
49	25	Blue	0	Ignore magic card	0
49	25	Blue	0	Stay put	0
49	25	Blue	0	Visit Blue RIDE 3	0
49	28	Blue	0	Meltdown, player 0	0
50	25	Black	3	Ignore magic card	0
50	25	Black	3	Green (1 time) []	1
50	26	Green	3	Visit Green RIDE 2	0
50	28	Green	3	Meltdown, player 3	0
51	26	Entrance	4	Yellow (2 time) [Purple]	2
51	28	Yellow	4	Eat at Yellow EATERY 2	0
52	27	Entrance	2	Red (2 time) [Purple]	2
52	29	Red	2	Visit Red RIDE 2	0
53	28	Entrance	3	Purple (1 time) []	1
53	29	Purple	3	Visit Souvenir Shop	0
53	30	Purple	3	Give Souvenir to person 3	0
54	28	Entrance	0	Green (2 time) [Purple]	2
54	30	Green	0	Visit Green RIDE 3	0
55	28	Entrance	1	Yellow (2 time) [Purple]	2
55	30	Yellow	1	Visit Yellow RIDE 3	0
56	30	Purple	3	Ignore magic card	0
56	30	Purple	3	Blue (2 time) [Green]	2
56	32	Blue	3	Visit Blue RIDE 2	0
56	33	Green	0	Meltdown, player 0	0
57	30	Yellow	4	Stay put	0
57	30	Yellow	4	Visit Yellow RIDE 1	0
58	31	Yellow	4	Purple (1 time) []	1
58	32	Purple	4	Visit Purple PODIUM 1	0
58	33	Purple	4	DoNothing	0
58	33	Purple	4	Add Fun to person 0	0
59	31	Red	2	Stay put	0
59	31	Red	2	Play Magic Card Volcano Bursts	0
59	32	Red	2	Eat at Red EATERY 1	0
60	33	Red	2	Stay put	0
60	33	Red	2	Visit Red RIDE 1	0
60	34	Red	2	Meltdown, player 2	0
61	33	Purple	4	Draw magic card : We need a volunteer	0
61	33	Purple	4	Places magic card Atlantean Ceremony in Green region	0
61	33	Purple	4	Red (1 time) []	1
61	34	Red	4	Leave Park (remaining time: 0)	0
62	33	Entrance	0	Purple (1 time) []	1
62	34	Purple	0	Leave Park (remaining time: 0)	0
63	33	Yellow	1	Play Magic Card Behind the Scenes Tour	0
63	34	Yellow	1	Stay put	0
63	34	Yellow	1	Leave Park (remaining time: 0)	0

3P_Good

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Yellow (2 time) [Purple]	2
0	2	Yellow	0	Eat at Yellow EATERY 2	0
1	0	Entrance	1	Play Magic Card Mr Poopypants	0
1	0	Entrance	1	Purple (1 time) []	1
1	1	Purple	1	Visit Purple PODIUM 1	0
1	2	Purple	1	DoNothing	0
1	2	Purple	1	Add Fun to person 0	0
2	0	Entrance	2	Blue (3 time) [Purple-Red]	3
2	3	Blue	2	Eat at Blue EATERY 2	0
3	2	Purple	1	Draw magic card : Cone Envy	0
3	2	Purple	1	Places magic card Cheer Up in Green region	0
3	2	Purple	1	Green (1 time) []	1
3	3	Green	1	Visit Green RIDE 3	0
4	4	Yellow	0	Black (1 time) []	1
4	5	Black	0	Visit Black RIDE 2	0
5	5	Blue	2	Ignore magic card	0
5	5	Blue	2	Stay put	0
5	5	Blue	2	Visit Blue RIDE 2	0
6	6	Green	1	Draw magic card : Cheer Up	0
6	6	Green	1	Places magic card Character Sighting in Red region	0
6	6	Green	1	Purple (1 time) []	1
6	7	Purple	1	Eat at Purple EATERY 3	0
7	7	Blue	2	Draw magic card : Character Signing Session	0
7	7	Blue	2	Places magic card We Packed Snacks in Yellow region	0
7	7	Blue	2	Stay put	0
7	7	Blue	2	Visit Blue RIDE 3	0
8	7	Black	0	Draw magic card : Pin Trade	0
8	7	Black	0	Places magic card Order One for Me in Purple region	0
8	7	Black	0	Yellow (1 time) []	1
8	8	Yellow	0	Eat at Yellow EATERY 2	0
9	10	Yellow	0	Draw magic card : We Packed Snacks	0
9	10	Yellow	0	Places magic card Volcano Bursts in Green region	0
9	10	Yellow	0	Purple (1 time) []	1
9	11	Purple	0	Visit Purple PODIUM 1	0
9	12	Purple	0	DoNothing	0
9	12	Purple	0	Remove Crankiness from person 2	0
9	12	Purple	0	Remove Crankiness from person 3	0
10	10	Blue	2	Purple (2 time) [Green]	2
10	12	Purple	2	Eat at Purple EATERY 3	0
11	10	Purple	1	Ignore magic card	0
11	10	Purple	1	Stay put	0
11	10	Purple	1	Visit Purple PODIUM 1	0
11	11	Purple	1	Move person 1 to the left	0
11	11	Purple	1	Remove Crankiness from person 3	0
11	11	Purple	1	Remove Crankiness from person 0	0
12	11	Purple	1	Draw magic card : Order One for Me	0
12	11	Purple	1	Places magic card Help the Thieves of the Forest in Blue region	0
12	11	Purple	1	Stay put	0
12	11	Purple	1	Play Magic Card Order One for Me	0
12	11	Purple	1	Visit Souvenir Shop	0
12	12	Purple	1	Give Souvenir to person 3	0
13	12	Purple	1	Green (1 time) []	1
13	13	Green	1	Visit Green RIDE 3	0
14	12	Purple	0	Red (1 time) []	1
14	13	Red	0	Play Magic Card We Packed Snacks	0
14	13	Red	0	Buy ticket at Red TICKET_OFFICE 0	0
15	13	Red	0	Ignore magic card	0
15	13	Red	0	Stay put	0
15	13	Red	0	Visit Red RIDE 3	0
16	15	Purple	2	Stay put	0
16	15	Purple	2	Play Magic Card Character Signing Session	0
16	15	Purple	2	Give Souvenir to person 1	0
17	15	Purple	2	Black (2 time) [Yellow]	2
17	17	Black	2	Visit Black RIDE 3	0
18	16	Red	0	Draw magic card : Character Sighting	0
18	16	Red	0	Places magic card Theatre Troupe in Yellow region	0
18	16	Red	0	Stay put	0
18	16	Red	0	Play Magic Card Wipe-Out	0
18	16	Red	0	Visit Red RIDE 2	0
19	16	Green	1	Draw magic card : Volcano Bursts	0
19	16	Green	1	Places magic card Beam Me Up in Purple region	0
19	16	Green	1	Red (2 time) [Blue]	2
19	18	Red	1	Play Magic Card Volcano Bursts	0
19	19	Red	1	Visit Red RIDE 3	0
20	18	Red	0	Play Magic Card Pin Trade	0
20	19	Red	0	Yellow (2 time) [Purple]	2
20	21	Yellow	0	Visit Souvenir Shop	0
20	22	Yellow	0	Give Souvenir to person 2	0
21	20	Black	2	Purple (2 time) [Yellow]	2
21	22	Purple	2	Visit Souvenir Shop	0
21	23	Purple	2	Give Souvenir to person 3	0
22	22	Yellow	0	Ignore magic card	0
22	22	Yellow	0	Black (1 time) []	1
22	23	Black	0	Visit Black RIDE 3	0
22	26	Black	0	Meltdown, player 0	0
23	23	Purple	2	Draw magic card : Beam Me Up	0
23	23	Purple	2	Places magic card No Lines in Red region	0
23	23	Purple	2	Red (1 time) []	1
23	24	Red	2	Visit Red PODIUM 1	0
23	25	Red	2	Move person 3 to the left	0
23	25	Red	2	Remove Crankiness from person 1	0
23	25	Red	2	Remove Crankiness from person 3	0
23	24	Red	1	Meltdown, player 1	0
24	24	Entrance	1	Red (2 time) [Purple]	2
24	26	Red	1	Visit Red RIDE 2	0
24	28	Red	1	Meltdown, player 1	0
25	25	Red	2	Ignore magic card	0
25	25	Red	2	Stay put	0
25	25	Red	2	Visit Red RIDE 1	0
26	26	Red	2	Draw magic card : No Lines	0
26	26	Red	2	Places magic card Great Seats in Purple region	0
26	26	Red	2	Stay put	0
26	26	Red	2	Play Magic Card No Lines	0
26	26	Red	2	Visit Red RIDE 2 (delta -2 time)	0
27	26	Red	2	Stay put	0
27	26	Red	2	Buy ticket at Red TICKET_OFFICE 0	0
28	26	Red	2	Yellow (2 time) [Purple]	2
28	28	Yellow	2	Visit Souvenir Shop	0
28	29	Yellow	2	Give Souvenir to person 3	0
29	26	Entrance	0	Play Magic Card Character Sighting	0
29	26	Entrance	0	Green (2 time) [Purple]	2
29	28	Green	0	Visit Green RIDE 3	0
30	28	Entrance	1	Play Magic Card Cheer Up	0
30	28	Purple	1	Stay put	0
30	28	Purple	1	Visit Purple PODIUM 1	0
30	29	Purple	1	Move person 3 to the left	0
30	29	Purple	1	Add Fun to person 0	0
31	29	Purple	1	Ignore magic card	0
31	29	Purple	1	Yellow (1 time) []	1
31	30	Yellow	1	Visit Yellow RIDE 3	0
31	34	Yellow	1	Meltdown, player 1	0
32	29	Yellow	2	Draw magic card : Theatre Troupe	0
32	29	Yellow	2	Places magic card Behind the Scenes Tour in Green region	0
32	29	Yellow	2	Green (2 time) [Black]	2
32	31	Green	2	Play Magic Card Theatre Troupe	0
32	31	Green	2	Visit Green RIDE 3	0
32	31	Green	0	Meltdown, player 0	0
33	31	Entrance	0	Yellow (2 time) [Purple]	2
33	33	Yellow	0	Visit Yellow RIDE 1	0

5P_Good

Turn	StartTime	StartArea	Player	Action	TimeToMove
0	0	Entrance	0	Yellow (2 time) [Purple]	2
0	2	Yellow	0	Eat at Yellow EATERY 2	0
1	0	Entrance	1	Play Magic Card Mr Poopypants	0
1	0	Entrance	1	Green (2 time) [Purple]	2
1	2	Green	1	Visit Green RIDE 3	0
2	0	Entrance	2	Green (2 time) [Purple]	2
2	2	Green	2	Visit Green RIDE 2	0
3	0	Entrance	3	Purple (1 time) []	1
3	1	Purple	3	Visit Purple PODIUM 1	0
3	2	Purple	3	Move person 1 to the left	0
3	2	Purple	3	Add Fun to person 0	0
4	0	Entrance	4	Purple (1 time) []	1
4	1	Purple	4	Visit Purple PODIUM 1	0
4	2	Purple	4	DoNothing	0
4	2	Purple	4	Add Fun to person 0	0
5	2	Purple	4	Draw magic card : Character Signing Session	0
5	2	Purple	4	Places magic card We Packed Snacks in Red region	0
5	2	Purple	4	Play Magic Card Pin Trade	0
5	3	Purple	4	Yellow (1 time) []	1
5	4	Yellow	4	Eat at Yellow EATERY 2	0
6	3	Purple	3	Blue (2 time) [Red]	2
6	5	Blue	3	Eat at Blue EATERY 2	0
7	4	Green	2	Blue (1 time) []	1
7	5	Blue	2	Visit Blue RIDE 2	0
8	4	Yellow	0	Black (1 time) []	1
8	5	Black	0	Buy ticket at Black TICKET_OFFICE 0	0
9	5	Black	0	Ignore magic card	0
9	5	Black	0	Stay put	0
9	5	Black	0	Visit Souvenir Shop	0
9	6	Black	0	Give Souvenir to person 0	0
10	5	Green	1	Blue (1 time) []	1
10	6	Blue	1	Visit Blue PODIUM 1	0
10	7	Blue	1	Move person 1 to the left	0
10	7	Blue	1	Add Fun to person 0	0
11	6	Black	0	Draw magic card : Cheer Up	0
11	6	Black	0	Places magic card Order One for Me in Green region	0
11	6	Black	0	Stay put	0
11	6	Black	0	Visit Black RIDE 3	0
12	7	Black	0	Stay put	0
12	7	Black	0	Visit Black RIDE 2	0
13	7	Blue	1	Draw magic card : Character Sighting	0
13	7	Blue	1	Places magic card Volcano Bursts in Purple region	0
13	7	Blue	1	Red (1 time) []	1
13	8	Red	1	Visit Red RIDE 3	0
14	7	Blue	3	Green (1 time) []	1
14	8	Green	3	Visit Green RIDE 2	0
15	7	Yellow	4	Purple (1 time) []	1
15	8	Purple	4	Eat at Purple EATERY 3	0
16	8	Blue	2	Green (1 time) []	1
16	9	Green	2	Visit Green RIDE 3	0
16	12	Green	2	Meltdown, player 2	0
17	9	Black	0	Green (1 time) []	1
17	10	Green	0	Visit Green RIDE 3	0
18	10	Green	3	Draw magic card : Order One for Me	0
18	10	Green	3	Places magic card Help the Thieves of the Forest in Blue region	0
18	10	Green	3	Black (1 time) []	1
18	11	Black	3	Visit Black RIDE 3	0
18	14	Black	3	Meltdown, player 3	0
19	11	Purple	4	Draw magic card : Volcano Bursts	0
19	11	Purple	4	Places magic card Theatre Troupe in Yellow region	0
19	11	Purple	4	Stay put	0
19	11	Purple	4	Visit Souvenir Shop	0
19	12	Purple	4	Give Souvenir to person 1	0
20	11	Red	1	Draw magic card : We Packed Snacks	0
20	11	Red	1	Places magic card Beam Me Up in Purple region	0
20	11	Red	1	Stay put	0
20	11	Red	1	Visit Red RIDE 2	0
20	13	Red	1	Meltdown, player 1	0
21	12	Purple	4	Draw magic card : Beam Me Up	0
21	12	Purple	4	Places magic card No Lines in Black region	0
21	12	Purple	4	Green (1 time) []	1
21	13	Green	4	Visit Green PODIUM 1	0
21	14	Green	4	Move person 3 to the left	0
21	14	Green	4	Remove Crankiness from person 3	0
21	14	Green	4	Remove Crankiness from person 1	0
22	12	Entrance	2	Red (2 time) [Purple]	2
22	14	Red	2	Visit Red RIDE 2	0
22	16	Red	2	Meltdown, player 2	0
23	13	Entrance	1	Blue (3 time) [Purple-Red]	3
23	16	Blue	1	Visit Blue RIDE 1	0
23	17	Blue	1	Meltdown, player 1	0
24	13	Green	0	Blue (1 time) []	1
24	14	Blue	0	Eat at Blue EATERY 2	0
25	14	Green	4	Stay put	0
25	14	Green	4	Visit Green RIDE 3	0
26	14	Entrance	3	Yellow (2 time) [Purple]	2
26	16	Yellow	3	Eat at Yellow EATERY 2	0
27	16	Blue	0	Ignore magic card	0
27	16	Blue	0	Green (1 time) []	1
27	17	Green	0	Visit Green RIDE 3	0
27	21	Green	0	Meltdown, player 0	0
28	16	Entrance	2	Blue (3 time) [Purple-Red]	3
28	19	Blue	2	Visit Blue RIDE 3	0
28	22	Blue	2	Meltdown, player 2	0
29	17	Green	4	Stay put	0
29	17	Green	4	Play Magic Card Character Signing Session	0
29	17	Green	4	Give Souvenir to person 3	0
30	17	Green	4	Black (1 time) []	1
30	18	Black	4	Visit Souvenir Shop	0
30	19	Black	4	Give Souvenir to person 0	0
31	17	Entrance	1	Green (2 time) [Purple]	2
31	19	Green	1	Visit Green RIDE 3	0
31	22	Green	1	Meltdown, player 1	0
32	18	Yellow	3	Draw magic card : Theatre Troupe	0
32	18	Yellow	3	Places magic card Great Seats in Red region	0
32	18	Yellow	3	Stay put	0
32	18	Yellow	3	Visit Yellow RIDE 2	0
32	20	Yellow	3	Meltdown, player 3	0
33	19	Black	4	Draw magic card : No Lines	0
33	19	Black	4	Places magic card Behind the Scenes Tour in Green region	0
33	19	Black	4	Play Magic Card Beam Me Up	0
33	19	Black	4	Red (0 time) []	0
33	19	Red	4	Play Magic Card Volcano Bursts	0
33	20	Red	4	Play Magic Card No Lines	0
33	20	Red	4	Visit Red RIDE 2 (delta -2 time)	0
34	20	Red	4	Ignore magic card	0
34	20	Red	4	Stay put	0
34	20	Red	4	Buy ticket at Red TICKET_OFFICE 0	0
35	20	Red	4	Draw magic card : Great Seats	0
35	20	Red	4	Places magic card We’re All Soaked in Yellow region	0
35	20	Red	4	Blue (1 time) []	1
35	21	Blue	4	Visit Blue RIDE 3	0
36	20	Entrance	3	Red (2 time) [Purple]	2
36	22	Red	3	Visit Red RIDE 1	0
37	21	Entrance	0	Red (2 time) [Purple]	2
37	23	Red	0	Visit Red RIDE 3	0
37	23	Red	3	Meltdown, player 3	0
38	22	Entrance	1	Yellow (2 time) [Purple]	2
38	24	Yellow	1	Visit Yellow RIDE 3	0
38	27	Yellow	1	Meltdown, player 1	0
39	22	Entrance	2	Purple (1 time) []	1
39	23	Purple	2	Visit Souvenir Shop	0
39	24	Purple	2	Give Souvenir to person 2	0
39	24	Purple	2	Meltdown, player 2	0
40	23	Entrance	3	Yellow (2 time) [Purple]	2
40	25	Yellow	3	Visit Yellow RIDE 3	0
41	24	Entrance	2	Purple (1 time) []	1
41	25	Purple	2	Eat at Purple EATERY 3	0
41	28	Purple	2	Meltdown, player 2	0
42	24	Blue	4	Ignore magic card	0
42	24	Blue	4	Red (1 time) []	1
42	25	Red	4	Visit Red RIDE 3	0
42	26	Red	0	Meltdown, player 0	0
42	29	Red	4	Meltdown, player 4	0
43	26	Entrance	0	Green (2 time) [Purple]	2
43	28	Green	0	Visit Green RIDE 1	0
44	27	Entrance	1	Yellow (2 time) [Purple]	2
44	29	Yellow	1	Visit Yellow RIDE 2	0
44	31	Yellow	1	Meltdown, player 1	0
45	28	Entrance	2	Black (3 time) [Purple-Green]	3
45	31	Black	2	Visit Black RIDE 3	0
45	34	Black	2	Meltdown, player 2	0
46	28	Yellow	3	Black (1 time) []	1
46	29	Black	3	Visit Black RIDE 2	0
47	29	Green	0	Draw magic card : Behind the Scenes Tour	0
47	29	Green	0	Places magic card Parade in Black region	0
47	29	Green	0	Blue (1 time) []	1
47	30	Blue	0	Visit Blue RIDE 3	0
47	33	Blue	0	Meltdown, player 0	0
48	29	Entrance	4	Yellow (2 time) [Purple]	2
48	31	Yellow	4	Visit Yellow RIDE 3	0
49	31	Black	3	Green (1 time) []	1
49	32	Green	3	Eat at Green EATERY 1	0
50	31	Entrance	1	Purple (1 time) []	1
50	32	Purple	1	Play Magic Card We Packed Snacks	0
50	32	Purple	1	Visit Souvenir Shop	0
50	33	Purple	1	Give Souvenir to person 2	0
50	33	Purple	1	Meltdown, player 1	0
51	33	Entrance	1	Play Magic Card Character Sighting	0
51	33	Entrance	1	Purple (1 time) []	1
51	34	Purple	1	Leave Park (remaining time: 0)	0
51	34	Purple	1	Meltdown, player 1	0
52	33	Green	3	Stay put	0
52	33	Green	3	Visit Green RIDE 1	0
52	34	Green	3	Meltdown, player 3	0
53	33	Entrance	0	Purple (1 time) []	1
53	34	Purple	0	Leave Park (remaining time: 0)	0
53	34	Purple	0	Meltdown, player 0	0

Rule Queries

Implementing the Magic Cards required a few decisions on some rule details. These are noted below for correction/clarification as needed:

The main question is on when cards apply to every opponent that meets the criteria, and when this is just one. Some of the cards explicitly say ‘each opponent’, does that mean that the others by implication apply to only one?

• Character Signing Session. When the Person received a free Souvenir, do they also remove a point of crankiness? (Currently this is implemented not to remove the Crankiness point)
• Pin Trade. Does this apply to just one opponent, or all opponents in the Land. (Currently just applied to one opponent; picking the one with the lowest score.)
• Dropped Cone. Similar question - all opponents, or just one. (Currently just one; the one with highest score.)
• Cone Envy. All opponents in Land entered, or just one. (Currently All opponents.) Plus, this is implemented so that all the Fun is from the whole move is calculated, and then applied afterwards; so that any Fun above 4 is lost.
• You Saved My Spot. The way this is implemented means it cannot be used to buy a Fast Forward Ticket; just go directly on the Level 3 ride.
• Character Breakfast. This is implemented to trigger at the start of a player’s turn (i.e. after they used the Restaurant the previous turn). This could be an issue if a player is moved outside of their turn - this should be vanishingly rare as Envy does not apply in the Mainland.
• Light Speed. As for Cone Envy, all Fun is collated during the Move, and then applied once finished.
• Watch The Tram Please. If Envy applies as well a player could gain two Crankiness. Can these go on the same Person? (Currently these are pplied independently, so if the 4th Person has no souvenir, they will gain both cubes.)
• Mr Poopypants. If there is a tie for Crankiness, does the Player choose which Person gets the Fun…or is it all of them. (Currently just one, with ties broken by the rightmost position).
• We Need a Volunteer. Is the Fun gained as an independent event after the ride - i.e. the Ride does not give 3 Fun, but 1 Fun as Normal; then 2 Fun allocated, meanign that one Person is likely to get 2 Fun in total? (Currently implemented in the latter way, as two distinct events.)
• When a player runs out of time and ‘leaves the park’, do they move their meeple off to the Entrance, or does it stay around on the map, potentially affecting the last moves of other players (via Envy and delays due to queuing)? Currently the implementation leaves the Meeple on the map.