Cluster 1
                             names  rank
game_id
161936   Pandemic Legacy: Season 1     2
                        Percentage
Hand Management              94.12
Variable Player Powers       88.24
Co-operative Play            55.88
Card Game                    55.88
Fighting                     47.06

Cluster 2
                     names  rank
game_id
167791   Terraforming Mars     4
                   Percentage
Tile Placement          64.62
City Building           29.23
Set Collection          29.23
Grid Movement           29.23
Abstract Strategy       27.69

Cluster 3
              names  rank
game_id
174430   Gloomhaven     1
                        Percentage
Dice Rolling                 79.31
Adventure                    77.59
Variable Player Powers       75.86
Modular Board                63.79
Fighting                     60.34

Cluster 4
                                                 names  rank
game_id
182028   Through the Ages: A New Story of Civilization     3
                               Percentage
Economic                            68.85
Worker Placement                    41.80
Card Drafting                       31.97
Hand Management                     31.15
Area Control / Area Influence       27.05

Cluster 5
             names  rank
game_id
178900   Codenames    44
              Percentage
Deduction          76.67
Party Game         63.33
Partnerships       53.33
Card Game          40.00
Bluffing           33.33

Cluster 6
                     names  rank
game_id
12333    Twilight Struggle     5
                               Percentage
Wargame                             91.67
Dice Rolling                        66.67
Campaign / Battle Card Driven       61.11
Hand Management                     47.22
Political                           38.89

Cluster 7
                        names  rank
game_id
187645   Star Wars: Rebellion     6
                        Percentage
Science Fiction              89.47
Variable Player Powers       81.58
Dice Rolling                 68.42
Hand Management              39.47
Fighting                     36.84

Cluster 8
                  names  rank
game_id
173346   7 Wonders Duel    13
                 Percentage
Hand Management       79.17
Set Collection        75.00
Card Game             64.58
Card Drafting         45.83
Ancient               31.25

Cluster 9
                           names  rank
game_id
84876    The Castles of Burgundy    12
                  Percentage
Dice                  100.00
Dice Rolling          100.00
Worker Placement       52.38
Set Collection         42.86
Economic               33.33

Cluster 10
                                    names  rank
game_id
115746   War of the Ring (Second Edition)    14
                        Percentage
Area Movement               100.00
Fantasy                      78.95
Fighting                     63.16
Hand Management              63.16
Variable Player Powers       63.16

Cluster 11
                       names  rank
game_id
193738   Great Western Trail     9
                      Percentage
Deck / Pool Building       93.10
Card Game                  79.31
Card Drafting              65.52
Hand Management            65.52
Fantasy                    27.59