Board game networks
Board game network dataset.
Information,
documentation, source, metadata, license, credits, etc. are available on
GitHub.. Or, you can clone this website that includes the
processed data (graph files you can import into other
tools): git clone
https://github.com/rkdarst/board-game-networks --branch
gh-pages
This data is under production and is not complete or well
documented yet.
You can download metadata
at data.json.
Afrikan Tahti
data/afrikan-tahti/afrikan-tahti.yaml
| avg_degree |
4.044444444444444 |
| avg_shortest_path_length |
3.2151515151515153 |
| avg_shortest_path_length_weighted |
6.281818181818182 |
| bgg-gamecategory |
["Children's Game", 'Exploration'] |
| bgg-gamemechanics |
['Point to Point Movement', 'Roll / Spin and Move'] |
| density |
0.09191919191919191 |
| diameter |
6 |
| diameter_weighted |
15 |
| edge_keys |
{'type', 'weight'} |
| edges |
91 |
| node_keys |
{'type'} |
| nodes |
45 |
| transitivity |
0.1875 |
Download:
gexf
gml
graphml
edg
Arkham Horror
data/arkham-horror/arkham-horror.yaml
| avg_degree |
2.1714285714285713 |
| avg_shortest_path_length |
3.3747899159663866 |
| avg_shortest_path_length_weighted |
3.3747899159663866 |
| bgg-gamecategory |
['Adventure', 'Fantasy', 'Fighting', 'Horror', 'Novel-based'] |
| bgg-gamemechanics |
['Cooperative Game', 'Dice Rolling', 'Hand Management', 'Point to Point Movement', 'Role Playing', 'Solo / Solitaire Game', 'Stat Check Resolution', 'Variable Player Powers'] |
| density |
0.06386554621848739 |
| diameter |
6 |
| diameter_weighted |
6 |
| edge_keys |
set() |
| edges |
38 |
| node_keys |
{'stable', 'region', 'order'} |
| nodes |
35 |
| transitivity |
0.02586206896551724 |
Download:
gexf
gml
graphml
edg
Concordia (Imperium board)
data/concordia/imperium.yaml
| avg_degree |
5.096774193548387 |
| avg_shortest_path_length |
3.193548387096774 |
| avg_shortest_path_length_weighted |
3.193548387096774 |
| bgg-gamecategory |
['Ancient', 'Economic', 'Nautical'] |
| bgg-gamemechanics |
['Action Retrieval', 'Advantage Token', 'Auction: Dutch', 'Card Drafting', 'Deck, Bag, and Pool Building', 'Hand Management', 'Movement Points', 'Point to Point Movement', 'Set Collection', 'Variable Set-up'] |
| density |
0.16989247311827957 |
| diameter |
7 |
| diameter_weighted |
7 |
| edge_keys |
{'type'} |
| edges |
79 |
| node_keys |
{'letter', 'region'} |
| nodes |
31 |
| transitivity |
0.3364485981308411 |
Download:
gexf
gml
graphml
edg
Concordia (Italia board)
data/concordia/italia.yaml
| avg_degree |
4.846153846153846 |
| avg_shortest_path_length |
2.855384615384615 |
| avg_shortest_path_length_weighted |
2.855384615384615 |
| bgg-gamecategory |
['Ancient', 'Economic', 'Nautical'] |
| bgg-gamemechanics |
['Action Retrieval', 'Advantage Token', 'Auction: Dutch', 'Card Drafting', 'Deck, Bag, and Pool Building', 'Hand Management', 'Movement Points', 'Point to Point Movement', 'Set Collection', 'Variable Set-up'] |
| density |
0.19384615384615383 |
| diameter |
6 |
| diameter_weighted |
6 |
| edge_keys |
{'type'} |
| edges |
63 |
| node_keys |
{'letter', 'region'} |
| nodes |
26 |
| transitivity |
0.38095238095238093 |
Download:
gexf
gml
graphml
edg
data/kahuna/kahuna.yaml
| avg_degree |
4.5 |
| avg_shortest_path_length |
1.7272727272727273 |
| avg_shortest_path_length_weighted |
1.7272727272727273 |
| bgg-gamecategory |
['Abstract Strategy'] |
| bgg-gamemechanics |
['Area Majority / Influence', 'Card Drafting', 'Hand Management', 'Network and Route Building', 'Take That'] |
| density |
0.4090909090909091 |
| diameter |
3 |
| diameter_weighted |
3 |
| edge_keys |
set() |
| edges |
27 |
| node_keys |
set() |
| nodes |
12 |
| transitivity |
0.48484848484848486 |
Download:
gexf
gml
graphml
edg
Narcos
data/narcos/narcos.yaml
| avg_degree |
4.925925925925926 |
| avg_shortest_path_length |
4.004891684136967 |
| avg_shortest_path_length_weighted |
4.004891684136967 |
| bgg-gamecategory |
['Deduction', 'Mafia', 'Movies / TV / Radio theme'] |
| bgg-gamemechanics |
['Hidden Movement', 'Pick-up and Deliver', 'Point to Point Movement', 'Secret Unit Deployment', 'Team-Based Game', 'Variable Player Powers'] |
| density |
0.09294199860237597 |
| diameter |
9 |
| diameter_weighted |
9 |
| edge_keys |
set() |
| edges |
133 |
| node_keys |
{'color', 'region', 'airport'} |
| nodes |
54 |
| transitivity |
0.41872791519434627 |
Download:
gexf
gml
graphml
edg
Pandemic: Reign of Cthulhu
data/pandemic-reign-of-cthulhu/pandemic-reign-of-cthulhu.yaml
| avg_degree |
2.4166666666666665 |
| avg_shortest_path_length |
4.713768115942029 |
| avg_shortest_path_length_weighted |
4.713768115942029 |
| bgg-gamecategory |
['Horror', 'Mythology', 'Novel-based'] |
| bgg-gamemechanics |
['Action Points', 'Cooperative Game', 'Hand Management', 'Point to Point Movement', 'Set Collection', 'Trading', 'Variable Player Powers'] |
| density |
0.10507246376811594 |
| diameter |
10 |
| diameter_weighted |
10 |
| edge_keys |
set() |
| edges |
29 |
| node_keys |
{'color', 'focus', 'gate'} |
| nodes |
24 |
| transitivity |
0.30612244897959184 |
Download:
gexf
gml
graphml
edg
Pandemic: Rising tide
data/pandemic-rising-tide/pandemic-rising-tide.yaml
| avg_degree |
5.0 |
| avg_shortest_path_length |
2.753968253968254 |
| avg_shortest_path_length_weighted |
2.626984126984127 |
| bgg-gamecategory |
[] |
| bgg-gamemechanics |
['Cooperative Game'] |
| density |
0.14285714285714285 |
| diameter |
6 |
| diameter_weighted |
6 |
| edge_keys |
{'initial', 'weight'} |
| edges |
90 |
| node_keys |
{'color'} |
| nodes |
36 |
| transitivity |
0.3937947494033413 |
Download:
gexf
gml
graphml
edg
data/pandemic/pandemic-hinterlands.yaml
| avg_degree |
4.269230769230769 |
| avg_shortest_path_length |
4.013574660633484 |
| avg_shortest_path_length_weighted |
4.013574660633484 |
| bgg-gamecategory |
['Environmental', 'Expansion for Base-game', 'Medical'] |
| bgg-gamemechanics |
['Action Points', 'Cooperative Game', 'Hand Management', 'Point to Point Movement', 'Set Collection', 'Trading', 'Variable Player Powers'] |
| density |
0.083710407239819 |
| diameter |
9 |
| diameter_weighted |
9 |
| edge_keys |
set() |
| edges |
111 |
| node_keys |
{'color', 'type'} |
| nodes |
52 |
| transitivity |
0.3880597014925373 |
Download:
gexf
gml
graphml
edg
data/pandemic/pandemic-legacy-season-1.yaml
| avg_degree |
3.9166666666666665 |
| avg_shortest_path_length |
4.040780141843972 |
| avg_shortest_path_length_weighted |
4.040780141843972 |
| bgg-gamecategory |
['Environmental', 'Medical'] |
| bgg-gamemechanics |
['Action Points', 'Cooperative Game', 'Hand Management', 'Legacy Game', 'Point to Point Movement', 'Set Collection', 'Trading', 'Variable Player Powers'] |
| density |
0.08333333333333333 |
| diameter |
9 |
| diameter_weighted |
9 |
| edge_keys |
set() |
| edges |
94 |
| node_keys |
{'color', 'region'} |
| nodes |
48 |
| transitivity |
0.3152542372881356 |
Download:
gexf
gml
graphml
edg
Pandemic
data/pandemic/pandemic.yaml
| avg_degree |
3.875 |
| avg_shortest_path_length |
4.140070921985815 |
| avg_shortest_path_length_weighted |
4.140070921985815 |
| bgg-gamecategory |
['Medical'] |
| bgg-gamemechanics |
['Action Points', 'Cooperative Game', 'Hand Management', 'Point to Point Movement', 'Set Collection', 'Trading', 'Variable Player Powers'] |
| density |
0.08244680851063829 |
| diameter |
9 |
| diameter_weighted |
9 |
| edge_keys |
set() |
| edges |
93 |
| node_keys |
{'color'} |
| nodes |
48 |
| transitivity |
0.34459459459459457 |
Download:
gexf
gml
graphml
edg
Power Grid (Benelux)
data/power-grid/benelux.yaml
| avg_degree |
4.228571428571429 |
| avg_shortest_path_length |
3.495798319327731 |
| avg_shortest_path_length_weighted |
19.932773109243698 |
| bgg-gamecategory |
['Economic', 'Expansion for Base-game', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Income', 'Market', 'Network and Route Building'] |
| density |
0.12436974789915967 |
| diameter |
8 |
| diameter_weighted |
59 |
| edge_keys |
{'weight'} |
| edges |
74 |
| node_keys |
{'color', 'region'} |
| nodes |
35 |
| transitivity |
0.3956043956043956 |
Download:
gexf
gml
graphml
edg
Power Grid (Central Europe)
data/power-grid/central-europe.yaml
| avg_degree |
4.571428571428571 |
| avg_shortest_path_length |
3.483159117305459 |
| avg_shortest_path_length_weighted |
32.97096399535424 |
| bgg-gamecategory |
['Economic', 'Expansion for Base-game', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Income', 'Market', 'Network and Route Building'] |
| density |
0.11149825783972125 |
| diameter |
9 |
| diameter_weighted |
91 |
| edge_keys |
{'weight'} |
| edges |
96 |
| node_keys |
{'nuclear', 'color', 'region', 'wastediscount'} |
| nodes |
42 |
| transitivity |
0.3769230769230769 |
Download:
gexf
gml
graphml
edg
Power Grid (China)
data/power-grid/china.yaml
| avg_degree |
3.9523809523809526 |
| avg_shortest_path_length |
4.313588850174216 |
| avg_shortest_path_length_weighted |
39.79442508710802 |
| bgg-gamecategory |
['Economic', 'Expansion for Base-game', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Income', 'Market', 'Network and Route Building'] |
| density |
0.09639953542392567 |
| diameter |
11 |
| diameter_weighted |
99 |
| edge_keys |
{'weight'} |
| edges |
83 |
| node_keys |
{'color'} |
| nodes |
42 |
| transitivity |
0.39867109634551495 |
Download:
gexf
gml
graphml
edg
Power Grid (Germany)
data/power-grid/germany.yaml
| avg_degree |
3.9523809523809526 |
| avg_shortest_path_length |
3.6167247386759582 |
| avg_shortest_path_length_weighted |
40.72009291521486 |
| bgg-gamecategory |
['Economic', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Auction: Turn Order Until Pass', 'Catch the Leader', 'Income', 'Market', 'Network and Route Building', 'Turn Order: Stat-Based'] |
| density |
0.09639953542392567 |
| diameter |
8 |
| diameter_weighted |
92 |
| edge_keys |
{'weight'} |
| edges |
83 |
| node_keys |
{'color'} |
| nodes |
42 |
| transitivity |
0.3469387755102041 |
Download:
gexf
gml
graphml
edg
Power Grid (Korea)
data/power-grid/korea.yaml
| avg_degree |
3.857142857142857 |
| avg_shortest_path_length |
4.351916376306621 |
| avg_shortest_path_length_weighted |
41.4541231126597 |
| bgg-gamecategory |
['Economic', 'Expansion for Base-game', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Income', 'Market', 'Network and Route Building'] |
| density |
0.09407665505226481 |
| diameter |
13 |
| diameter_weighted |
138 |
| edge_keys |
{'weight'} |
| edges |
81 |
| node_keys |
{'color', 'region'} |
| nodes |
42 |
| transitivity |
0.38162544169611307 |
Download:
gexf
gml
graphml
edg
Power Grid (United States)
data/power-grid/united-states.yaml
| avg_degree |
4.142857142857143 |
| avg_shortest_path_length |
3.6504065040650406 |
| avg_shortest_path_length_weighted |
34.444831591173056 |
| bgg-gamecategory |
['Economic', 'Industry / Manufacturing'] |
| bgg-gamemechanics |
['Auction/Bidding', 'Auction: Turn Order Until Pass', 'Catch the Leader', 'Income', 'Market', 'Network and Route Building', 'Turn Order: Stat-Based'] |
| density |
0.10104529616724739 |
| diameter |
8 |
| diameter_weighted |
90 |
| edge_keys |
{'weight'} |
| edges |
87 |
| node_keys |
{'color'} |
| nodes |
42 |
| transitivity |
0.3475609756097561 |
Download:
gexf
gml
graphml
edg
Risk
data/risk/risk.yaml
| avg_degree |
3.9523809523809526 |
| avg_shortest_path_length |
4.091753774680604 |
| avg_shortest_path_length_weighted |
4.091753774680604 |
| bgg-gamecategory |
['Territory Building', 'Wargame'] |
| bgg-gamemechanics |
['Area Movement', 'Dice Rolling', 'Player Elimination', 'Set Collection'] |
| density |
0.09639953542392567 |
| diameter |
10 |
| diameter_weighted |
10 |
| edge_keys |
set() |
| edges |
83 |
| node_keys |
{'continent'} |
| nodes |
42 |
| transitivity |
0.43478260869565216 |
Download:
gexf
gml
graphml
edg
Root (Green)
data/root/green.yaml
| avg_degree |
3.0 |
| avg_shortest_path_length |
2.1363636363636362 |
| avg_shortest_path_length_weighted |
2.1363636363636362 |
| bgg-gamecategory |
['Animals', 'Fantasy', 'Wargame'] |
| bgg-gamemechanics |
['Action Queue', 'Action Retrieval', 'Area Majority / Influence', 'Area Movement', 'Dice Rolling', 'Hand Management', 'Point to Point Movement', 'Race', 'Variable Player Powers', 'Variable Set-up'] |
| density |
0.2727272727272727 |
| diameter |
4 |
| diameter_weighted |
4 |
| edge_keys |
set() |
| edges |
18 |
| node_keys |
{'ruins', 'color', 'corner', 'buildings'} |
| nodes |
12 |
| transitivity |
0.15384615384615385 |
Download:
gexf
gml
graphml
edg
Root (White)
data/root/white.yaml
| avg_degree |
2.6666666666666665 |
| avg_shortest_path_length |
2.484848484848485 |
| avg_shortest_path_length_weighted |
2.484848484848485 |
| bgg-gamecategory |
['Animals', 'Fantasy', 'Wargame'] |
| bgg-gamemechanics |
['Action Queue', 'Action Retrieval', 'Area Majority / Influence', 'Area Movement', 'Dice Rolling', 'Hand Management', 'Point to Point Movement', 'Race', 'Variable Player Powers', 'Variable Set-up'] |
| density |
0.24242424242424243 |
| diameter |
5 |
| diameter_weighted |
5 |
| edge_keys |
set() |
| edges |
16 |
| node_keys |
{'ruins', 'corner', 'buildings'} |
| nodes |
12 |
| transitivity |
0.21428571428571427 |
Download:
gexf
gml
graphml
edg
data/ticket-to-ride/europe.yaml
| avg_degree |
4.297872340425532 |
| avg_shortest_path_length |
3.955596669750231 |
| avg_shortest_path_length_weighted |
11.626271970397779 |
| bgg-gamecategory |
['Trains'] |
| bgg-gamemechanics |
['Card Drafting', 'Connections', 'Drafting', 'End Game Bonuses', 'Hand Management', 'Network and Route Building', 'Push Your Luck', 'Set Collection'] |
| density |
0.09343200740055504 |
| diameter |
9 |
| diameter_weighted |
29 |
| edge_keys |
{'color', 'weight', 'locomotives', 'tunnel'} |
| edges |
101 |
| node_keys |
set() |
| nodes |
47 |
| transitivity |
0.2926829268292683 |
Download:
gexf
gml
graphml
edg
data/ticket-to-ride/first-journey-europe.yaml
| avg_degree |
6.363636363636363 |
| avg_shortest_path_length |
2.6147186147186146 |
| avg_shortest_path_length_weighted |
4.0995670995671 |
| bgg-gamecategory |
["Children's Game", 'Trains'] |
| bgg-gamemechanics |
['Hand Management', 'Network and Route Building', 'Set Collection'] |
| density |
0.30303030303030304 |
| diameter |
6 |
| diameter_weighted |
9 |
| edge_keys |
{'color', 'weight'} |
| edges |
70 |
| node_keys |
set() |
| nodes |
22 |
| transitivity |
0.39622641509433965 |
Download:
gexf
gml
graphml
edg
data/ticket-to-ride/london.yaml
| avg_degree |
5.176470588235294 |
| avg_shortest_path_length |
2.2794117647058822 |
| avg_shortest_path_length_weighted |
4.705882352941177 |
| bgg-gamecategory |
['Trains'] |
| bgg-gamemechanics |
['Card Drafting', 'Hand Management', 'Network and Route Building', 'Set Collection'] |
| density |
0.3235294117647059 |
| diameter |
5 |
| diameter_weighted |
11 |
| edge_keys |
{'color', 'weight'} |
| edges |
44 |
| node_keys |
{'district'} |
| nodes |
17 |
| transitivity |
0.4396551724137931 |
Download:
gexf
gml
graphml
edg
data/ticket-to-ride/new-york.yaml
| avg_degree |
5.466666666666667 |
| avg_shortest_path_length |
2.3142857142857145 |
| avg_shortest_path_length_weighted |
4.438095238095238 |
| bgg-gamecategory |
['Trains'] |
| bgg-gamemechanics |
['Card Drafting', 'Hand Management', 'Network and Route Building', 'Set Collection'] |
| density |
0.3904761904761905 |
| diameter |
5 |
| diameter_weighted |
10 |
| edge_keys |
{'color', 'weight'} |
| edges |
41 |
| node_keys |
{'points'} |
| nodes |
15 |
| transitivity |
0.4639175257731959 |
Download:
gexf
gml
graphml
edg
data/ticket-to-ride/united-states.yaml
| avg_degree |
5.555555555555555 |
| avg_shortest_path_length |
3.215873015873016 |
| avg_shortest_path_length_weighted |
10.03015873015873 |
| bgg-gamecategory |
['Educational', 'Math'] |
| bgg-gamemechanics |
[] |
| density |
0.15873015873015872 |
| diameter |
7 |
| diameter_weighted |
23 |
| edge_keys |
{'color', 'weight'} |
| edges |
100 |
| node_keys |
set() |
| nodes |
36 |
| transitivity |
0.36082474226804123 |
Download:
gexf
gml
graphml
edg