Errors in running code in vignettes:
when running code in 'Basic_team_ranking.Rnw'

> options(prompt = " ", continue = " ", width = 100)

> library(fbRanks)

> temp = create.fbRanks.dataframes(scores.file = "scores-web.csv")
Alert: teams info file was not passed in.
Will construct one from the scores data frame but teams in the scores file must use a unique name.
Alert: teams resolver was not passed in.
Will construct one from the team info data frame.

> scores = temp$scores

> head(scores[, 1:5])
        date                  home.team home.score                  away.team away.score
1 2012-05-25             PacNW Blue B00          0 Normandy Park FC White B00          8
2 2012-05-25         WA Rush Swoosh B00          1           PacNW Maroon B00          7
3 2012-05-26    Crossfire Premier B B00         12         WA Rush Swoosh B00          0
4 2012-05-26 Normandy Park FC White B00          4           WA Rush Nike B00          0
5 2012-05-26           PacNW Maroon B00          1    Crossfire Premier B B00          8
6 2012-05-26           WA Rush Nike B00         10             PacNW Blue B00          1

> ranks1 = rank.teams(scores = scores)
Alert: teams data frame was not passed in. Will attempt to construct one from the scores data frame.You should ensure that teams use only one name in scores data frame.

Team Rankings based on matches 1900-05-01 to 2100-06-01
    team                                      total attack defense
1   Crossfire Premier A B00                    7.63 17.42  11.36  
2   Coastal FC 2000B                           7.34 14.66  11.04  
3   WPFC Black B00                             6.70  7.72  13.48  
4   Magnuson Ford Mariners FC 2000B            6.26  6.36  12.05  
5   Eastside FC Red B00                        6.18  7.59   9.55  
6   Seattle United Copa B00                    6.15  9.36   7.58  
7   Mountain United 2000B                      6.14  9.35   7.52  
8   Coquitlam Metro Ford Millennium 2000B      5.85 11.36   5.06  
9   ISC Gunners A B00                          5.79  5.17  10.72  
10  Vancouver Island Wave 2000B                5.79  6.07   9.11  
11  Fusion FC 2000B                            5.46 11.23   3.91  
12  FC Alliance A B00                          5.01  7.29   4.41  
13  Crossfire Premier B B00                    4.79  7.94   3.48  
14  TSS Academy Datillo B00                    4.64  5.79   4.30  
15  FC Portland Navy B00                       4.48  6.73   3.32  
16  Surrey United 2000B                        4.42  5.53   3.89  
17  SSC Shadow A B00                           4.20  6.32   2.90  
18  Central City Breakers FC Azaad 2001B       4.16  6.09   2.93  
19  Tynecastle Select (mix) B00                4.12  5.12   3.40  
20  LASC Leones Negros B00                     4.11  3.86   4.47  
21  WA Rush Nike B00                           4.08  5.28   3.21  
22  Boise Nationals B00                        4.04  5.37   3.07  
23  Central WA SA Navy B00                     4.03  7.47   2.18  
24  Crossfire Premier A B01                    3.94  5.98   2.56  
25  NWSSA FC Barcelona B00                     3.93  3.71   4.11  
26  Seattle United Tango B00                   3.84  4.94   2.90  
27  Vancouver Timbers Red B00                  3.73  4.99   2.66  
28  Normandy Park FC White B00                 3.69  5.25   2.46  
29  Westside Timbers Copa B00                  3.68  5.50   2.33  
30  Thompson Okanagan FC 2000B                 3.52  5.32   2.15  
31  WAFC Real Madrid B00                       3.48  5.12   2.18  
32  Cobra Aguilitas B00                        3.30  4.57   2.15  
33  WAFC Juventus B00                          3.27  4.28   2.25  
34  FC Portland (mix) B00                      3.18  2.48   3.66  
35  PacNW Maroon B00                           3.15  4.75   1.87  
36  FC Nova SuperNova B00                      3.07  3.65   2.30  
37  Eastside FC White B00                      3.02  3.35   2.43  
38  Cascade FC Green B00                       2.99  3.07   2.59  
39  BSC Portland Black B00                     2.79  3.34   2.06  
40  3 Rivers Black B00                         2.77  2.77   2.47  
41  Highline Premier Blue B00                  2.75  4.12   1.64  
42  KSYSA Warriors Fogal 2001B                 2.72  2.64   2.49  
43  Tynecastle FC Outliers B00                 2.71  3.40   1.92  
44  Nortac Colibri B00                         2.66  3.67   1.72  
45  NWSSA FC Beavers B00                       2.64  4.45   1.40  
46  Snohomish United Black B00                 2.64  3.97   1.57  
47  WPFC White B00                             2.62  2.61   2.36  
48  Southside SC Azzuri B00                    2.60  3.28   1.85  
49  Eastside Timbers Red B00                   2.57  3.66   1.62  
50  Cobra Deportivo Teca B00                   2.51  4.71   1.21  
51  LASC Halcones B00                          2.51  2.65   2.14  
52  Kent United Green B00                      2.39  2.59   2.02  
53  Silverton SA Chelsea B00                   2.33  3.21   1.56  
54  BIFC Blue B00                              2.29  2.37   2.06  
55  FC Alliance B B00                          2.25  3.37   1.41  
56  NPFC B00                                   2.22  2.49   1.87  
57  Corvallis United Reign B00                 2.02  2.94   1.38  
58  Seattle United Samba B00                   2.02  2.56   1.58  
59  NWN Red B00                                1.83  2.38   1.49  
60  Oregon Rush Nike B00                       1.80  1.86   1.87  
61  Sting SC Manchester B00                    1.77  3.20   1.07  
62  WPFC Fury Black B00                        1.74  1.92   1.74  
63  Normandy Park FC Blue B00                  1.69  1.88   1.72  
64  Lake Oswego SC Cyclones B00                1.66  2.98   1.06  
65  United SA Panthers B00                     1.63  1.92   1.61  
66  Tynecastle FC B00                          1.49  2.57   1.09  
67  Columbia River Utd Man U B00               1.46  2.82   0.98  
68  Pumas (Mossyrock) B00                      1.43  2.12   1.27  
69  Seattle United S Black B00                 1.39  1.36   1.92  
70  San Carlos Chivas B00                      1.38  2.98   0.87  
71  RSA Elite Diamondbacks B00                 1.36  2.15   1.20  
72  PCU Red B00                                1.35  2.19   1.16  
73  Pacific FC Blue B00                        1.32  1.62   1.54  
74  Crossfire Select Greenwalt B00             1.30  2.09   1.18  
75  FC Spokane Dinaro B00                      1.19  1.84   1.24  
76  WAFC Aztecas B00                           1.19  1.80   1.27  
77  FC West Halcones B00                       1.18  2.20   1.03  
78  Oregon Rush Swoosh B00                     1.17  1.47   1.53  
79  Whatcom Rangers Gold B00                   1.11  2.00   1.08  
80  BYSC Select Cochran B00                    1.08  1.80   1.18  
81  Central City Breakers FC Blue Hawks 2001B  1.04  2.35   0.87  
82  FC Spokane White Kennedy B00               0.96  1.76   1.10  
83  Sandpoint Strikers B00                     0.95  1.32   1.47  
84  Westside Timbers Samba B00                 0.92  2.16   0.88  
85  Vancouver Timbers Rojo B00                 0.90  1.63   1.15  
86  Nortac Cosmos B00                          0.88  2.29   0.80  
87  Missoula Strikers B00                      0.86  1.76   1.03  
88  Westside Timbers Mundial B00               0.81  2.03   0.86  
89  RPSC Halcones B00                          0.81  1.70   1.03  
90  NEU Rangers B00                            0.81  2.07   0.84  
91  Westsound FC Red B00                       0.80  1.59   1.10  
92  WPFC White B01                             0.79  3.23   0.53  
93  NW United Martin B00                       0.74  1.46   1.15  
94  OSA Thunder B00                            0.74  1.97   0.85  
95  Eastside FC Blue B00                       0.68  1.35   1.19  
96  Breakers Owen B00                          0.65  2.22   0.70  
97  Seattle United S Blue B00                  0.63  2.08   0.74  
98  FC Edmonds Fury B00                        0.62  1.29   1.19  
99  WSA Rangers B00                            0.58  1.70   0.88  
100 Seattle United W Blue B00                  0.58  1.58   0.95  
101 CFC United B00                             0.47  1.76   0.79  
102 XiFA 2019 B00                              0.41  1.68   0.79  
103 RVSC Timbers Red B00                       0.41  1.49   0.89  
104 ISC Gunners B B00                          0.40  1.58   0.84  
105 Crossfire Premier C B00                    0.38  1.22   1.06  
106 WAFC Barca B00                             0.35  1.51   0.84  
107 Crossfire Select Button B00                0.24  1.74   0.68  
108 Harbor Premier Select B00                  0.19  1.31   0.87  
109 FWFC Blue B00                              0.18  1.05   1.08  
110 CB United B00                              0.14  1.80   0.61  
111 MRFC Blue B00                              0.12  1.59   0.68  
112 FME Xtreme B00                             0.01  1.12   0.90  
113 EMFC Rovers Blue B00                       0.00  1.40   0.72  
114 Sting SC Ajax B00                          0.00  1.19   0.84  
115 FC Salmon Creek Juventus B00              -0.03  1.56   0.63  
116 Crossfire Select Merrick B00              -0.05  0.94   1.03  
117 Pullman Pumas Konkel B00                  -0.07  1.56   0.61  
118 WPFC Navy B00                             -0.07  1.30   0.73  
119 Eastside Timbers Black B00                -0.08  1.29   0.74  
120 NK Ballistic B00                          -0.09  1.34   0.70  
121 Sabers Rau B00                            -0.11  1.54   0.60  
122 MVP Rapids Navy B00                       -0.15  1.41   0.64  
123 KVJSA Ellensburg FC B00                   -0.15  1.20   0.75  
124 Seattle United NE Blue B00                -0.17  1.30   0.69  
125 Seattle United Shoreline Blue B00         -0.20  1.30   0.67  
126 Wenatchee Fire Black B00                  -0.21  0.78   1.11  
127 WUSC Boca Jrs. B00                        -0.22  0.97   0.88  
128 HSC Lokomotiv B00                         -0.30  1.08   0.75  
129 NSC Impact B00                            -0.35  1.19   0.66  
130 PacNW Blue B00                            -0.35  0.94   0.84  
131 Lynden Action B00                         -0.37  2.09   0.37  
132 Blackhills FC Black B00                   -0.42  1.11   0.67  
133 TUSK Vipers B00                           -0.44  1.72   0.43  
134 Moscow United B00                         -0.50  0.52   1.36  
135 Mercer Island FC Gunners B00              -0.50  1.38   0.51  
136 FC Portland White B00                     -0.53  1.41   0.49  
137 SCORE Eagles Red B00                      -0.59  1.04   0.63  
138 FC West Vikings B00                       -0.60  1.45   0.46  
139 Slammers Orange B00                       -0.62  0.96   0.68  
140 Cheney Storm Hemenway B00                 -0.66  1.03   0.61  
141 Westside Timbers Copa TS B00              -0.66  0.80   0.78  
142 Storm King B00                            -0.67  1.32   0.47  
143 WS Panthers B00                           -0.69  1.24   0.50  
144 Sun City Strikers Red B00                 -0.75  1.07   0.55  
145 Keizer Villareal B00                      -0.75  1.34   0.44  
146 WSA Barcelona B00                         -0.76  0.74   0.80  
147 NSC Dynamo B00                            -0.78  1.18   0.49  
148 Spokane Scotties Manthei B00              -0.78  0.88   0.66  
149 AR Nike B01                               -0.79  1.28   0.45  
150 Desna SC B00                              -0.92  0.96   0.55  
151 SSC Shadow B B00                          -0.94  1.04   0.50  
152 VYSA Kirk B00                             -0.95  1.26   0.41  
153 Islander FC B00                           -1.03  1.18   0.42  
154 Lake Hills Fury B00                       -1.05  0.65   0.74  
155 WS Tecos B00                              -1.07  1.10   0.43  
156 WA Rush Swoosh B00                        -1.09  0.94   0.50  
157 SK United Eagles (unk) B00                -1.10  0.99   0.47  
158 Tacoma United Pumas B00                   -1.11  1.10   0.42  
159 Pacific FC Orange B00                     -1.21  0.67   0.65  
160 Timber Barons B00                         -1.22  0.85   0.50  
161 Newport FC Cosmos B00                     -1.23  0.86   0.49  
162 Kent United White B00                     -1.24  0.62   0.68  
163 SK Eagles White B00                       -1.24  1.20   0.35  
164 Impact FC Black B00                       -1.25  0.59   0.71  
165 Milltown Hornets B00                      -1.40  0.54   0.70  
166 WH Team Grantham B00                      -1.40  0.69   0.55  
167 ISC Gunners C B00                         -1.47  0.95   0.38  
168 UPSC Lightning B00                        -1.47  0.63   0.58  
169 Seattle United W White B00                -1.51  0.59   0.60  
170 PSC Wolverines B00                        -1.52  1.00   0.35  
171 SVFC United Crump B00                     -1.53  1.16   0.30  
172 BSC Portland White B00                    -1.57  0.51   0.66  
173 Snohomish United Red B00                  -1.60  0.77   0.43  
174 ODR Mud Dogs B00                          -1.64  0.74   0.43  
175 ASE Stephanson B00                        -1.66  0.60   0.53  
176 EMFC Rovers White B00                     -1.70  0.91   0.34  
177 Aloha United Rangers B00                  -1.74  0.90   0.33  
178 BIFC White B00                            -1.78  0.94   0.31  
179 Fuerza FC Academy B00                     -1.79  0.78   0.37  
180 3 Rivers Killoy B00                       -1.80  0.57   0.50  
181 Azul FC Manchester United B00             -1.84  1.59   0.18  
182 UPSC Eagles B00                           -1.85  0.65   0.43  
183 Sparta Red B00                            -1.92  0.70   0.38  
184 SGESC Fusion Raptors B00                  -1.95  0.65   0.40  
185 Sparta White B00                          -2.06  0.66   0.36  
186 FWFC Kempton B00                          -2.09  0.54   0.44  
187 PCU Black B00                             -2.12  0.47   0.49  
188 FWFC Thunder B00                          -2.12  0.61   0.38  
189 OSA Lightning B00                         -2.33  0.54   0.37  
190 Eastside FC Grey B00                      -2.38  0.62   0.31  
191 Spokane Pumas Black B00                   -2.40  0.39   0.48  
192 FWFC Houston B00                          -2.53  0.45   0.39  
193 FC Alliance C B00                         -2.54  0.46   0.37  
194 Columbia United Hermiston Heat B00        -2.57  0.40   0.42  
195 Tacoma United Milan B00                   -2.70  0.48   0.32  
196 Oregon City Legacy B00                    -2.75  0.44   0.34  
197 Nelson United Selects 2001B               -2.79  0.35   0.42  
198 Kings B00                                 -2.79  0.57   0.25  
199 Breakers Derby B00                        -2.81  0.48   0.30  
200 PCU White B00                             -2.83  0.55   0.26  
201 Idaho Thunder B00                         -2.98  0.44   0.29  
202 SCORE Eagles White B00                    -3.01  0.22   0.57  
203 Highline Select B00                       -3.07  0.56   0.21  
204 Mayhem B00                                -3.09  0.49   0.24  
205 Seattle United S White B00                -3.10  0.41   0.28  
206 ISC Arsenal Red B00                       -3.10  0.37   0.32  
207 XiFA 2020 B00                             -3.22  0.27   0.40  
208 MYSA Wildcats B00                         -3.26  0.55   0.19  
209 TC United B00                             -3.30  0.28   0.36  
210 Columbia Basin YS Crushers B00            -3.31  0.43   0.23  
211 FWFC Sharks B00                           -3.36  0.46   0.21  
212 LCYSA Timbers B00                         -3.50  0.44   0.20  
213 WSA Inter B00                             -3.61  0.25   0.33  
214 Crossfire Premier D B00                   -3.61  0.32   0.26  
215 NEU Napoli B00                            -3.92  0.25   0.26  
216 OHSC Firestorm B00                        -3.94  0.41   0.16  
217 FC Kent Black B00                         -4.09  0.29   0.20  
218 SSC Shadow Elite Windham B00              -4.40  0.33   0.14  
219 Corvallis Fusion B00                      -4.61  0.29   0.14  
220 FC Spokane Sauther B00                    -4.63  0.27   0.15  
221 Silver FC B00                             -4.80  0.22   0.16  
222 Sherwood Strikers B00                     -4.92  0.19   0.18  
223 CUSC Thunder B00                          -5.28  0.11   0.22  
224 Sabers Lawton B00                         -5.38  0.13   0.18  
225 SSC Shadow United Rojas B00               -5.75  0.15   0.12  
226 HSC Richocet B00                          -6.37  0.09   0.13  
    n.games.Var1                              n.games.Freq
1   Crossfire Premier A B00                   17          
2   Coastal FC 2000B                           7          
3   WPFC Black B00                            32          
4   Magnuson Ford Mariners FC 2000B           14          
5   Eastside FC Red B00                       29          
6   Seattle United Copa B00                   20          
7   Mountain United 2000B                     15          
8   Coquitlam Metro Ford Millennium 2000B     13          
9   ISC Gunners A B00                         29          
10  Vancouver Island Wave 2000B                7          
11  Fusion FC 2000B                            7          
12  FC Alliance A B00                         31          
13  Crossfire Premier B B00                   40          
14  TSS Academy Datillo B00                    4          
15  FC Portland Navy B00                      29          
16  Surrey United 2000B                       11          
17  SSC Shadow A B00                          25          
18  Central City Breakers FC Azaad 2001B       8          
19  Tynecastle Select (mix) B00               13          
20  LASC Leones Negros B00                    14          
21  WA Rush Nike B00                          34          
22  Boise Nationals B00                        8          
23  Central WA SA Navy B00                    24          
24  Crossfire Premier A B01                   22          
25  NWSSA FC Barcelona B00                    15          
26  Seattle United Tango B00                  24          
27  Vancouver Timbers Red B00                 35          
28  Normandy Park FC White B00                24          
29  Westside Timbers Copa B00                 29          
30  Thompson Okanagan FC 2000B                 7          
31  WAFC Real Madrid B00                      29          
32  Cobra Aguilitas B00                       12          
33  WAFC Juventus B00                         32          
34  FC Portland (mix) B00                      4          
35  PacNW Maroon B00                          28          
36  FC Nova SuperNova B00                      7          
37  Eastside FC White B00                     27          
38  Cascade FC Green B00                      15          
39  BSC Portland Black B00                    31          
40  3 Rivers Black B00                        27          
41  Highline Premier Blue B00                 27          
42  KSYSA Warriors Fogal 2001B                 4          
43  Tynecastle FC Outliers B00                25          
44  Nortac Colibri B00                        28          
45  NWSSA FC Beavers B00                      25          
46  Snohomish United Black B00                27          
47  WPFC White B00                            25          
48  Southside SC Azzuri B00                   31          
49  Eastside Timbers Red B00                  18          
50  Cobra Deportivo Teca B00                   4          
51  LASC Halcones B00                          5          
52  Kent United Green B00                     25          
53  Silverton SA Chelsea B00                  20          
54  BIFC Blue B00                             24          
55  FC Alliance B B00                         26          
56  NPFC B00                                   3          
57  Corvallis United Reign B00                30          
58  Seattle United Samba B00                  27          
59  NWN Red B00                               25          
60  Oregon Rush Nike B00                      25          
61  Sting SC Manchester B00                   23          
62  WPFC Fury Black B00                       24          
63  Normandy Park FC Blue B00                 11          
64  Lake Oswego SC Cyclones B00               30          
65  United SA Panthers B00                    20          
66  Tynecastle FC B00                         23          
67  Columbia River Utd Man U B00              25          
68  Pumas (Mossyrock) B00                     12          
69  Seattle United S Black B00                19          
70  San Carlos Chivas B00                     13          
71  RSA Elite Diamondbacks B00                23          
72  PCU Red B00                               26          
73  Pacific FC Blue B00                       13          
74  Crossfire Select Greenwalt B00            26          
75  FC Spokane Dinaro B00                     17          
76  WAFC Aztecas B00                          17          
77  FC West Halcones B00                      25          
78  Oregon Rush Swoosh B00                     4          
79  Whatcom Rangers Gold B00                  26          
80  BYSC Select Cochran B00                   23          
81  Central City Breakers FC Blue Hawks 2001B  3          
82  FC Spokane White Kennedy B00              16          
83  Sandpoint Strikers B00                    17          
84  Westside Timbers Samba B00                32          
85  Vancouver Timbers Rojo B00                31          
86  Nortac Cosmos B00                         29          
87  Missoula Strikers B00                      3          
88  Westside Timbers Mundial B00              31          
89  RPSC Halcones B00                         17          
90  NEU Rangers B00                           26          
91  Westsound FC Red B00                      23          
92  WPFC White B01                             4          
93  NW United Martin B00                      23          
94  OSA Thunder B00                           24          
95  Eastside FC Blue B00                      22          
96  Breakers Owen B00                         12          
97  Seattle United S Blue B00                 19          
98  FC Edmonds Fury B00                       24          
99  WSA Rangers B00                           23          
100 Seattle United W Blue B00                 24          
101 CFC United B00                            25          
102 XiFA 2019 B00                             12          
103 RVSC Timbers Red B00                       5          
104 ISC Gunners B B00                         20          
105 Crossfire Premier C B00                   23          
106 WAFC Barca B00                            16          
107 Crossfire Select Button B00               26          
108 Harbor Premier Select B00                 21          
109 FWFC Blue B00                             19          
110 CB United B00                             14          
111 MRFC Blue B00                             20          
112 FME Xtreme B00                            17          
113 EMFC Rovers Blue B00                      16          
114 Sting SC Ajax B00                         16          
115 FC Salmon Creek Juventus B00              23          
116 Crossfire Select Merrick B00              24          
117 Pullman Pumas Konkel B00                   9          
118 WPFC Navy B00                             26          
119 Eastside Timbers Black B00                25          
120 NK Ballistic B00                          23          
121 Sabers Rau B00                            17          
122 MVP Rapids Navy B00                       23          
123 KVJSA Ellensburg FC B00                   12          
124 Seattle United NE Blue B00                19          
125 Seattle United Shoreline Blue B00         21          
126 Wenatchee Fire Black B00                  19          
127 WUSC Boca Jrs. B00                        27          
128 HSC Lokomotiv B00                         23          
129 NSC Impact B00                            20          
130 PacNW Blue B00                            26          
131 Lynden Action B00                          3          
132 Blackhills FC Black B00                   24          
133 TUSK Vipers B00                           21          
134 Moscow United B00                         10          
135 Mercer Island FC Gunners B00              24          
136 FC Portland White B00                     20          
137 SCORE Eagles Red B00                      16          
138 FC West Vikings B00                       17          
139 Slammers Orange B00                       19          
140 Cheney Storm Hemenway B00                 11          
141 Westside Timbers Copa TS B00              28          
142 Storm King B00                            24          
143 WS Panthers B00                           12          
144 Sun City Strikers Red B00                 21          
145 Keizer Villareal B00                      10          
146 WSA Barcelona B00                         19          
147 NSC Dynamo B00                            22          
148 Spokane Scotties Manthei B00              16          
149 AR Nike B01                                4          
150 Desna SC B00                              12          
151 SSC Shadow B B00                          25          
152 VYSA Kirk B00                              8          
153 Islander FC B00                           21          
154 Lake Hills Fury B00                       22          
155 WS Tecos B00                              15          
156 WA Rush Swoosh B00                        27          
157 SK United Eagles (unk) B00                 2          
158 Tacoma United Pumas B00                    3          
159 Pacific FC Orange B00                     20          
160 Timber Barons B00                         13          
161 Newport FC Cosmos B00                     24          
162 Kent United White B00                     24          
163 SK Eagles White B00                       18          
164 Impact FC Black B00                       23          
165 Milltown Hornets B00                       5          
166 WH Team Grantham B00                      11          
167 ISC Gunners C B00                         22          
168 UPSC Lightning B00                        16          
169 Seattle United W White B00                21          
170 PSC Wolverines B00                        12          
171 SVFC United Crump B00                     12          
172 BSC Portland White B00                    12          
173 Snohomish United Red B00                  23          
174 ODR Mud Dogs B00                           9          
175 ASE Stephanson B00                        14          
176 EMFC Rovers White B00                     21          
177 Aloha United Rangers B00                  12          
178 BIFC White B00                            17          
179 Fuerza FC Academy B00                     17          
180 3 Rivers Killoy B00                       16          
181 Azul FC Manchester United B00              4          
182 UPSC Eagles B00                           15          
183 Sparta Red B00                            22          
184 SGESC Fusion Raptors B00                  12          
185 Sparta White B00                          18          
186 FWFC Kempton B00                          12          
187 PCU Black B00                             19          
188 FWFC Thunder B00                          11          
189 OSA Lightning B00                         19          
190 Eastside FC Grey B00                      27          
191 Spokane Pumas Black B00                   13          
192 FWFC Houston B00                          11          
193 FC Alliance C B00                         25          
194 Columbia United Hermiston Heat B00         3          
195 Tacoma United Milan B00                   15          
196 Oregon City Legacy B00                    26          
197 Nelson United Selects 2001B                3          
198 Kings B00                                  3          
199 Breakers Derby B00                        17          
200 PCU White B00                             16          
201 Idaho Thunder B00                         15          
202 SCORE Eagles White B00                    11          
203 Highline Select B00                       15          
204 Mayhem B00                                 3          
205 Seattle United S White B00                17          
206 ISC Arsenal Red B00                       16          
207 XiFA 2020 B00                              4          
208 MYSA Wildcats B00                         10          
209 TC United B00                             15          
210 Columbia Basin YS Crushers B00             8          
211 FWFC Sharks B00                           12          
212 LCYSA Timbers B00                          9          
213 WSA Inter B00                             17          
214 Crossfire Premier D B00                   21          
215 NEU Napoli B00                            17          
216 OHSC Firestorm B00                        10          
217 FC Kent Black B00                         18          
218 SSC Shadow Elite Windham B00              14          
219 Corvallis Fusion B00                       4          
220 FC Spokane Sauther B00                    14          
221 Silver FC B00                             16          
222 Sherwood Strikers B00                     10          
223 CUSC Thunder B00                          16          
224 Sabers Lawton B00                          9          
225 SSC Shadow United Rojas B00               10          
226 HSC Richocet B00                          17          

> temp = create.fbRanks.dataframes(scores.file = "scores-web.csv", 
+     teams.file = "teams-web.csv")
Alert: teams resolver was not passed in.
Will construct one from the team info data frame.

> scores = temp$scores

> teams = temp$teams

> head(teams[, c("name", "age", "region", "fall.league")])
                                   name   age region  fall.league
1                      Coastal FC 2000B 2000B     BC BCSPL U13fin
2 Coquitlam Metro Ford Millennium 2000B 2000B     BC BCSPL U13fin
3                       Fusion FC 2000B 2000B     BC BCSPL U13fin
4            KSYSA Warriors Fogal 2001B 2001B     BC             
5       Magnuson Ford Mariners FC 2000B 2000B     BC BCSPL U13fin
6                 Mountain United 2000B 2000B     BC BCSPL U13fin

> ranks2 = rank.teams(scores = scores, teams = teams)

Team Rankings based on matches 1900-05-01 to 2100-06-01
    team                                      total attack defense
1   Crossfire Premier A B00                    7.63 17.42  11.36  
2   Coastal FC 2000B                           7.34 14.66  11.04  
3   WPFC Black B00                             6.70  7.72  13.48  
4   Magnuson Ford Mariners FC 2000B            6.26  6.36  12.05  
5   Eastside FC Red B00                        6.18  7.59   9.55  
6   Seattle United Copa B00                    6.15  9.36   7.58  
7   Mountain United 2000B                      6.14  9.35   7.52  
8   Coquitlam Metro Ford Millennium 2000B      5.85 11.36   5.06  
9   ISC Gunners A B00                          5.79  5.17  10.72  
10  Vancouver Island Wave 2000B                5.79  6.07   9.11  
11  Fusion FC 2000B                            5.46 11.23   3.91  
12  FC Alliance A B00                          5.01  7.29   4.41  
13  Crossfire Premier B B00                    4.79  7.94   3.48  
14  TSS Academy Datillo B00                    4.64  5.79   4.30  
15  FC Portland Navy B00                       4.48  6.73   3.32  
16  Surrey United 2000B                        4.42  5.53   3.89  
17  SSC Shadow A B00                           4.20  6.32   2.90  
18  Central City Breakers FC Azaad 2001B       4.16  6.09   2.93  
19  Tynecastle Select (mix) B00                4.12  5.12   3.40  
20  LASC Leones Negros B00                     4.11  3.86   4.47  
21  WA Rush Nike B00                           4.08  5.28   3.21  
22  Boise Nationals B00                        4.04  5.37   3.07  
23  Central WA SA Navy B00                     4.03  7.47   2.18  
24  Crossfire Premier A B01                    3.94  5.98   2.56  
25  NWSSA FC Barcelona B00                     3.93  3.71   4.11  
26  Seattle United Tango B00                   3.84  4.94   2.90  
27  Vancouver Timbers Red B00                  3.73  4.99   2.66  
28  Normandy Park FC White B00                 3.69  5.25   2.46  
29  Westside Timbers Copa B00                  3.68  5.50   2.33  
30  Thompson Okanagan FC 2000B                 3.52  5.32   2.15  
31  WAFC Real Madrid B00                       3.48  5.12   2.18  
32  Cobra Aguilitas B00                        3.30  4.57   2.15  
33  WAFC Juventus B00                          3.27  4.28   2.25  
34  FC Portland (mix) B00                      3.18  2.48   3.66  
35  PacNW Maroon B00                           3.15  4.75   1.87  
36  FC Nova SuperNova B00                      3.07  3.65   2.30  
37  Eastside FC White B00                      3.02  3.35   2.43  
38  Cascade FC Green B00                       2.99  3.07   2.59  
39  BSC Portland Black B00                     2.79  3.34   2.06  
40  3 Rivers Black B00                         2.77  2.77   2.47  
41  Highline Premier Blue B00                  2.75  4.12   1.64  
42  KSYSA Warriors Fogal 2001B                 2.72  2.64   2.49  
43  Tynecastle FC Outliers B00                 2.71  3.40   1.92  
44  Nortac Colibri B00                         2.66  3.67   1.72  
45  NWSSA FC Beavers B00                       2.64  4.45   1.40  
46  Snohomish United Black B00                 2.64  3.97   1.57  
47  WPFC White B00                             2.62  2.61   2.36  
48  Southside SC Azzuri B00                    2.60  3.28   1.85  
49  Eastside Timbers Red B00                   2.57  3.66   1.62  
50  Cobra Deportivo Teca B00                   2.51  4.71   1.21  
51  LASC Halcones B00                          2.51  2.65   2.14  
52  Kent United Green B00                      2.39  2.59   2.02  
53  Silverton SA Chelsea B00                   2.33  3.21   1.56  
54  BIFC Blue B00                              2.29  2.37   2.06  
55  FC Alliance B B00                          2.25  3.37   1.41  
56  NPFC B00                                   2.22  2.49   1.87  
57  Corvallis United Reign B00                 2.02  2.94   1.38  
58  Seattle United Samba B00                   2.02  2.56   1.58  
59  NWN Red B00                                1.83  2.38   1.49  
60  Oregon Rush Nike B00                       1.80  1.86   1.87  
61  Sting SC Manchester B00                    1.77  3.20   1.07  
62  WPFC Fury Black B00                        1.74  1.92   1.74  
63  Normandy Park FC Blue B00                  1.69  1.88   1.72  
64  Lake Oswego SC Cyclones B00                1.66  2.98   1.06  
65  United SA Panthers B00                     1.63  1.92   1.61  
66  Tynecastle FC B00                          1.49  2.57   1.09  
67  Columbia River Utd Man U B00               1.46  2.82   0.98  
68  Pumas (Mossyrock) B00                      1.43  2.12   1.27  
69  Seattle United S Black B00                 1.39  1.36   1.92  
70  San Carlos Chivas B00                      1.38  2.98   0.87  
71  RSA Elite Diamondbacks B00                 1.36  2.15   1.20  
72  PCU Red B00                                1.35  2.19   1.16  
73  Pacific FC Blue B00                        1.32  1.62   1.54  
74  Crossfire Select Greenwalt B00             1.30  2.09   1.18  
75  FC Spokane Dinaro B00                      1.19  1.84   1.24  
76  WAFC Aztecas B00                           1.19  1.80   1.27  
77  FC West Halcones B00                       1.18  2.20   1.03  
78  Oregon Rush Swoosh B00                     1.17  1.47   1.53  
79  Whatcom Rangers Gold B00                   1.11  2.00   1.08  
80  BYSC Select Cochran B00                    1.08  1.80   1.18  
81  Central City Breakers FC Blue Hawks 2001B  1.04  2.35   0.87  
82  FC Spokane White Kennedy B00               0.96  1.76   1.10  
83  Sandpoint Strikers B00                     0.95  1.32   1.47  
84  Westside Timbers Samba B00                 0.92  2.16   0.88  
85  Vancouver Timbers Rojo B00                 0.90  1.63   1.15  
86  Nortac Cosmos B00                          0.88  2.29   0.80  
87  Missoula Strikers B00                      0.86  1.76   1.03  
88  Westside Timbers Mundial B00               0.81  2.03   0.86  
89  RPSC Halcones B00                          0.81  1.70   1.03  
90  NEU Rangers B00                            0.81  2.07   0.84  
91  Westsound FC Red B00                       0.80  1.59   1.10  
92  WPFC White B01                             0.79  3.23   0.53  
93  NW United Martin B00                       0.74  1.46   1.15  
94  OSA Thunder B00                            0.74  1.97   0.85  
95  Eastside FC Blue B00                       0.68  1.35   1.19  
96  Breakers Owen B00                          0.65  2.22   0.70  
97  Seattle United S Blue B00                  0.63  2.08   0.74  
98  FC Edmonds Fury B00                        0.62  1.29   1.19  
99  WSA Rangers B00                            0.58  1.70   0.88  
100 Seattle United W Blue B00                  0.58  1.58   0.95  
101 CFC United B00                             0.47  1.76   0.79  
102 XiFA 2019 B00                              0.41  1.68   0.79  
103 RVSC Timbers Red B00                       0.41  1.49   0.89  
104 ISC Gunners B B00                          0.40  1.58   0.84  
105 Crossfire Premier C B00                    0.38  1.22   1.06  
106 WAFC Barca B00                             0.35  1.51   0.84  
107 Crossfire Select Button B00                0.24  1.74   0.68  
108 Harbor Premier Select B00                  0.19  1.31   0.87  
109 FWFC Blue B00                              0.18  1.05   1.08  
110 CB United B00                              0.14  1.80   0.61  
111 MRFC Blue B00                              0.12  1.59   0.68  
112 FME Xtreme B00                             0.01  1.12   0.90  
113 EMFC Rovers Blue B00                       0.00  1.40   0.72  
114 Sting SC Ajax B00                          0.00  1.19   0.84  
115 FC Salmon Creek Juventus B00              -0.03  1.56   0.63  
116 Crossfire Select Merrick B00              -0.05  0.94   1.03  
117 Pullman Pumas Konkel B00                  -0.07  1.56   0.61  
118 WPFC Navy B00                             -0.07  1.30   0.73  
119 Eastside Timbers Black B00                -0.08  1.29   0.74  
120 NK Ballistic B00                          -0.09  1.34   0.70  
121 Sabers Rau B00                            -0.11  1.54   0.60  
122 MVP Rapids Navy B00                       -0.15  1.41   0.64  
123 KVJSA Ellensburg FC B00                   -0.15  1.20   0.75  
124 Seattle United NE Blue B00                -0.17  1.30   0.69  
125 Seattle United Shoreline Blue B00         -0.20  1.30   0.67  
126 Wenatchee Fire Black B00                  -0.21  0.78   1.11  
127 WUSC Boca Jrs. B00                        -0.22  0.97   0.88  
128 HSC Lokomotiv B00                         -0.30  1.08   0.75  
129 NSC Impact B00                            -0.35  1.19   0.66  
130 PacNW Blue B00                            -0.35  0.94   0.84  
131 Lynden Action B00                         -0.37  2.09   0.37  
132 Blackhills FC Black B00                   -0.42  1.11   0.67  
133 TUSK Vipers B00                           -0.44  1.72   0.43  
134 Moscow United B00                         -0.50  0.52   1.36  
135 Mercer Island FC Gunners B00              -0.50  1.38   0.51  
136 FC Portland White B00                     -0.53  1.41   0.49  
137 SCORE Eagles Red B00                      -0.59  1.04   0.63  
138 FC West Vikings B00                       -0.60  1.45   0.46  
139 Slammers Orange B00                       -0.62  0.96   0.68  
140 Cheney Storm Hemenway B00                 -0.66  1.03   0.61  
141 Westside Timbers Copa TS B00              -0.66  0.80   0.78  
142 Storm King B00                            -0.67  1.32   0.47  
143 WS Panthers B00                           -0.69  1.24   0.50  
144 Sun City Strikers Red B00                 -0.75  1.07   0.55  
145 Keizer Villareal B00                      -0.75  1.34   0.44  
146 WSA Barcelona B00                         -0.76  0.74   0.80  
147 NSC Dynamo B00                            -0.78  1.18   0.49  
148 Spokane Scotties Manthei B00              -0.78  0.88   0.66  
149 AR Nike B01                               -0.79  1.28   0.45  
150 Desna SC B00                              -0.92  0.96   0.55  
151 SSC Shadow B B00                          -0.94  1.04   0.50  
152 VYSA Kirk B00                             -0.95  1.26   0.41  
153 Islander FC B00                           -1.03  1.18   0.42  
154 Lake Hills Fury B00                       -1.05  0.65   0.74  
155 WS Tecos B00                              -1.07  1.10   0.43  
156 WA Rush Swoosh B00                        -1.09  0.94   0.50  
157 SK United Eagles (unk) B00                -1.10  0.99   0.47  
158 Tacoma United Pumas B00                   -1.11  1.10   0.42  
159 Pacific FC Orange B00                     -1.21  0.67   0.65  
160 Timber Barons B00                         -1.22  0.85   0.50  
161 Newport FC Cosmos B00                     -1.23  0.86   0.49  
162 Kent United White B00                     -1.24  0.62   0.68  
163 SK Eagles White B00                       -1.24  1.20   0.35  
164 Impact FC Black B00                       -1.25  0.59   0.71  
165 Milltown Hornets B00                      -1.40  0.54   0.70  
166 WH Team Grantham B00                      -1.40  0.69   0.55  
167 ISC Gunners C B00                         -1.47  0.95   0.38  
168 UPSC Lightning B00                        -1.47  0.63   0.58  
169 Seattle United W White B00                -1.51  0.59   0.60  
170 PSC Wolverines B00                        -1.52  1.00   0.35  
171 SVFC United Crump B00                     -1.53  1.16   0.30  
172 BSC Portland White B00                    -1.57  0.51   0.66  
173 Snohomish United Red B00                  -1.60  0.77   0.43  
174 ODR Mud Dogs B00                          -1.64  0.74   0.43  
175 ASE Stephanson B00                        -1.66  0.60   0.53  
176 EMFC Rovers White B00                     -1.70  0.91   0.34  
177 Aloha United Rangers B00                  -1.74  0.90   0.33  
178 BIFC White B00                            -1.78  0.94   0.31  
179 Fuerza FC Academy B00                     -1.79  0.78   0.37  
180 3 Rivers Killoy B00                       -1.80  0.57   0.50  
181 Azul FC Manchester United B00             -1.84  1.59   0.18  
182 UPSC Eagles B00                           -1.85  0.65   0.43  
183 Sparta Red B00                            -1.92  0.70   0.38  
184 SGESC Fusion Raptors B00                  -1.95  0.65   0.40  
185 Sparta White B00                          -2.06  0.66   0.36  
186 FWFC Kempton B00                          -2.09  0.54   0.44  
187 PCU Black B00                             -2.12  0.47   0.49  
188 FWFC Thunder B00                          -2.12  0.61   0.38  
189 OSA Lightning B00                         -2.33  0.54   0.37  
190 Eastside FC Grey B00                      -2.38  0.62   0.31  
191 Spokane Pumas Black B00                   -2.40  0.39   0.48  
192 FWFC Houston B00                          -2.53  0.45   0.39  
193 FC Alliance C B00                         -2.54  0.46   0.37  
194 Columbia United Hermiston Heat B00        -2.57  0.40   0.42  
195 Tacoma United Milan B00                   -2.70  0.48   0.32  
196 Oregon City Legacy B00                    -2.75  0.44   0.34  
197 Nelson United Selects 2001B               -2.79  0.35   0.42  
198 Kings B00                                 -2.79  0.57   0.25  
199 Breakers Derby B00                        -2.81  0.48   0.30  
200 PCU White B00                             -2.83  0.55   0.26  
201 Idaho Thunder B00                         -2.98  0.44   0.29  
202 SCORE Eagles White B00                    -3.01  0.22   0.57  
203 Highline Select B00                       -3.07  0.56   0.21  
204 Mayhem B00                                -3.09  0.49   0.24  
205 Seattle United S White B00                -3.10  0.41   0.28  
206 ISC Arsenal Red B00                       -3.10  0.37   0.32  
207 XiFA 2020 B00                             -3.22  0.27   0.40  
208 MYSA Wildcats B00                         -3.26  0.55   0.19  
209 TC United B00                             -3.30  0.28   0.36  
210 Columbia Basin YS Crushers B00            -3.31  0.43   0.23  
211 FWFC Sharks B00                           -3.36  0.46   0.21  
212 LCYSA Timbers B00                         -3.50  0.44   0.20  
213 WSA Inter B00                             -3.61  0.25   0.33  
214 Crossfire Premier D B00                   -3.61  0.32   0.26  
215 NEU Napoli B00                            -3.92  0.25   0.26  
216 OHSC Firestorm B00                        -3.94  0.41   0.16  
217 FC Kent Black B00                         -4.09  0.29   0.20  
218 SSC Shadow Elite Windham B00              -4.40  0.33   0.14  
219 Corvallis Fusion B00                      -4.61  0.29   0.14  
220 FC Spokane Sauther B00                    -4.63  0.27   0.15  
221 Silver FC B00                             -4.80  0.22   0.16  
222 Sherwood Strikers B00                     -4.92  0.19   0.18  
223 CUSC Thunder B00                          -5.28  0.11   0.22  
224 Sabers Lawton B00                         -5.38  0.13   0.18  
225 SSC Shadow United Rojas B00               -5.75  0.15   0.12  
226 HSC Richocet B00                          -6.37  0.09   0.13  
    n.games.Var1                              n.games.Freq
1   Crossfire Premier A B00                   17          
2   Coastal FC 2000B                           7          
3   WPFC Black B00                            32          
4   Magnuson Ford Mariners FC 2000B           14          
5   Eastside FC Red B00                       29          
6   Seattle United Copa B00                   20          
7   Mountain United 2000B                     15          
8   Coquitlam Metro Ford Millennium 2000B     13          
9   ISC Gunners A B00                         29          
10  Vancouver Island Wave 2000B                7          
11  Fusion FC 2000B                            7          
12  FC Alliance A B00                         31          
13  Crossfire Premier B B00                   40          
14  TSS Academy Datillo B00                    4          
15  FC Portland Navy B00                      29          
16  Surrey United 2000B                       11          
17  SSC Shadow A B00                          25          
18  Central City Breakers FC Azaad 2001B       8          
19  Tynecastle Select (mix) B00               13          
20  LASC Leones Negros B00                    14          
21  WA Rush Nike B00                          34          
22  Boise Nationals B00                        8          
23  Central WA SA Navy B00                    24          
24  Crossfire Premier A B01                   22          
25  NWSSA FC Barcelona B00                    15          
26  Seattle United Tango B00                  24          
27  Vancouver Timbers Red B00                 35          
28  Normandy Park FC White B00                24          
29  Westside Timbers Copa B00                 29          
30  Thompson Okanagan FC 2000B                 7          
31  WAFC Real Madrid B00                      29          
32  Cobra Aguilitas B00                       12          
33  WAFC Juventus B00                         32          
34  FC Portland (mix) B00                      4          
35  PacNW Maroon B00                          28          
36  FC Nova SuperNova B00                      7          
37  Eastside FC White B00                     27          
38  Cascade FC Green B00                      15          
39  BSC Portland Black B00                    31          
40  3 Rivers Black B00                        27          
41  Highline Premier Blue B00                 27          
42  KSYSA Warriors Fogal 2001B                 4          
43  Tynecastle FC Outliers B00                25          
44  Nortac Colibri B00                        28          
45  NWSSA FC Beavers B00                      25          
46  Snohomish United Black B00                27          
47  WPFC White B00                            25          
48  Southside SC Azzuri B00                   31          
49  Eastside Timbers Red B00                  18          
50  Cobra Deportivo Teca B00                   4          
51  LASC Halcones B00                          5          
52  Kent United Green B00                     25          
53  Silverton SA Chelsea B00                  20          
54  BIFC Blue B00                             24          
55  FC Alliance B B00                         26          
56  NPFC B00                                   3          
57  Corvallis United Reign B00                30          
58  Seattle United Samba B00                  27          
59  NWN Red B00                               25          
60  Oregon Rush Nike B00                      25          
61  Sting SC Manchester B00                   23          
62  WPFC Fury Black B00                       24          
63  Normandy Park FC Blue B00                 11          
64  Lake Oswego SC Cyclones B00               30          
65  United SA Panthers B00                    20          
66  Tynecastle FC B00                         23          
67  Columbia River Utd Man U B00              25          
68  Pumas (Mossyrock) B00                     12          
69  Seattle United S Black B00                19          
70  San Carlos Chivas B00                     13          
71  RSA Elite Diamondbacks B00                23          
72  PCU Red B00                               26          
73  Pacific FC Blue B00                       13          
74  Crossfire Select Greenwalt B00            26          
75  FC Spokane Dinaro B00                     17          
76  WAFC Aztecas B00                          17          
77  FC West Halcones B00                      25          
78  Oregon Rush Swoosh B00                     4          
79  Whatcom Rangers Gold B00                  26          
80  BYSC Select Cochran B00                   23          
81  Central City Breakers FC Blue Hawks 2001B  3          
82  FC Spokane White Kennedy B00              16          
83  Sandpoint Strikers B00                    17          
84  Westside Timbers Samba B00                32          
85  Vancouver Timbers Rojo B00                31          
86  Nortac Cosmos B00                         29          
87  Missoula Strikers B00                      3          
88  Westside Timbers Mundial B00              31          
89  RPSC Halcones B00                         17          
90  NEU Rangers B00                           26          
91  Westsound FC Red B00                      23          
92  WPFC White B01                             4          
93  NW United Martin B00                      23          
94  OSA Thunder B00                           24          
95  Eastside FC Blue B00                      22          
96  Breakers Owen B00                         12          
97  Seattle United S Blue B00                 19          
98  FC Edmonds Fury B00                       24          
99  WSA Rangers B00                           23          
100 Seattle United W Blue B00                 24          
101 CFC United B00                            25          
102 XiFA 2019 B00                             12          
103 RVSC Timbers Red B00                       5          
104 ISC Gunners B B00                         20          
105 Crossfire Premier C B00                   23          
106 WAFC Barca B00                            16          
107 Crossfire Select Button B00               26          
108 Harbor Premier Select B00                 21          
109 FWFC Blue B00                             19          
110 CB United B00                             14          
111 MRFC Blue B00                             20          
112 FME Xtreme B00                            17          
113 EMFC Rovers Blue B00                      16          
114 Sting SC Ajax B00                         16          
115 FC Salmon Creek Juventus B00              23          
116 Crossfire Select Merrick B00              24          
117 Pullman Pumas Konkel B00                   9          
118 WPFC Navy B00                             26          
119 Eastside Timbers Black B00                25          
120 NK Ballistic B00                          23          
121 Sabers Rau B00                            17          
122 MVP Rapids Navy B00                       23          
123 KVJSA Ellensburg FC B00                   12          
124 Seattle United NE Blue B00                19          
125 Seattle United Shoreline Blue B00         21          
126 Wenatchee Fire Black B00                  19          
127 WUSC Boca Jrs. B00                        27          
128 HSC Lokomotiv B00                         23          
129 NSC Impact B00                            20          
130 PacNW Blue B00                            26          
131 Lynden Action B00                          3          
132 Blackhills FC Black B00                   24          
133 TUSK Vipers B00                           21          
134 Moscow United B00                         10          
135 Mercer Island FC Gunners B00              24          
136 FC Portland White B00                     20          
137 SCORE Eagles Red B00                      16          
138 FC West Vikings B00                       17          
139 Slammers Orange B00                       19          
140 Cheney Storm Hemenway B00                 11          
141 Westside Timbers Copa TS B00              28          
142 Storm King B00                            24          
143 WS Panthers B00                           12          
144 Sun City Strikers Red B00                 21          
145 Keizer Villareal B00                      10          
146 WSA Barcelona B00                         19          
147 NSC Dynamo B00                            22          
148 Spokane Scotties Manthei B00              16          
149 AR Nike B01                                4          
150 Desna SC B00                              12          
151 SSC Shadow B B00                          25          
152 VYSA Kirk B00                              8          
153 Islander FC B00                           21          
154 Lake Hills Fury B00                       22          
155 WS Tecos B00                              15          
156 WA Rush Swoosh B00                        27          
157 SK United Eagles (unk) B00                 2          
158 Tacoma United Pumas B00                    3          
159 Pacific FC Orange B00                     20          
160 Timber Barons B00                         13          
161 Newport FC Cosmos B00                     24          
162 Kent United White B00                     24          
163 SK Eagles White B00                       18          
164 Impact FC Black B00                       23          
165 Milltown Hornets B00                       5          
166 WH Team Grantham B00                      11          
167 ISC Gunners C B00                         22          
168 UPSC Lightning B00                        16          
169 Seattle United W White B00                21          
170 PSC Wolverines B00                        12          
171 SVFC United Crump B00                     12          
172 BSC Portland White B00                    12          
173 Snohomish United Red B00                  23          
174 ODR Mud Dogs B00                           9          
175 ASE Stephanson B00                        14          
176 EMFC Rovers White B00                     21          
177 Aloha United Rangers B00                  12          
178 BIFC White B00                            17          
179 Fuerza FC Academy B00                     17          
180 3 Rivers Killoy B00                       16          
181 Azul FC Manchester United B00              4          
182 UPSC Eagles B00                           15          
183 Sparta Red B00                            22          
184 SGESC Fusion Raptors B00                  12          
185 Sparta White B00                          18          
186 FWFC Kempton B00                          12          
187 PCU Black B00                             19          
188 FWFC Thunder B00                          11          
189 OSA Lightning B00                         19          
190 Eastside FC Grey B00                      27          
191 Spokane Pumas Black B00                   13          
192 FWFC Houston B00                          11          
193 FC Alliance C B00                         25          
194 Columbia United Hermiston Heat B00         3          
195 Tacoma United Milan B00                   15          
196 Oregon City Legacy B00                    26          
197 Nelson United Selects 2001B                3          
198 Kings B00                                  3          
199 Breakers Derby B00                        17          
200 PCU White B00                             16          
201 Idaho Thunder B00                         15          
202 SCORE Eagles White B00                    11          
203 Highline Select B00                       15          
204 Mayhem B00                                 3          
205 Seattle United S White B00                17          
206 ISC Arsenal Red B00                       16          
207 XiFA 2020 B00                              4          
208 MYSA Wildcats B00                         10          
209 TC United B00                             15          
210 Columbia Basin YS Crushers B00             8          
211 FWFC Sharks B00                           12          
212 LCYSA Timbers B00                          9          
213 WSA Inter B00                             17          
214 Crossfire Premier D B00                   21          
215 NEU Napoli B00                            17          
216 OHSC Firestorm B00                        10          
217 FC Kent Black B00                         18          
218 SSC Shadow Elite Windham B00              14          
219 Corvallis Fusion B00                       4          
220 FC Spokane Sauther B00                    14          
221 Silver FC B00                             16          
222 Sherwood Strikers B00                     10          
223 CUSC Thunder B00                          16          
224 Sabers Lawton B00                          9          
225 SSC Shadow United Rojas B00               10          
226 HSC Richocet B00                          17          

> print(ranks2, fall.league = "RCL D1 U12")

Team Rankings based on matches 1900-05-01 to 2100-06-01
fall.league: RCL D1 U12
  team                    total attack defense n.games.Var1            n.games.Freq fall.league
1 WPFC Black B00          6.70  7.72   13.48   WPFC Black B00          32           RCL D1 U12 
2 Eastside FC Red B00     6.18  7.59    9.55   Eastside FC Red B00     29           RCL D1 U12 
3 Seattle United Copa B00 6.15  9.36    7.58   Seattle United Copa B00 20           RCL D1 U12 
4 FC Alliance A B00       5.01  7.29    4.41   FC Alliance A B00       31           RCL D1 U12 
5 Crossfire Premier B B00 4.79  7.94    3.48   Crossfire Premier B B00 40           RCL D1 U12 
6 SSC Shadow A B00        4.20  6.32    2.90   SSC Shadow A B00        25           RCL D1 U12 
7 WA Rush Nike B00        4.08  5.28    3.21   WA Rush Nike B00        34           RCL D1 U12 
8 Crossfire Premier A B01 3.94  5.98    2.56   Crossfire Premier A B01 22           RCL D1 U12 

> names(scores)
[1] "date"       "home.team"  "home.score" "away.team"  "away.score" "venue"      "home.adv"  
[8] "away.adv"   "surface"   

> ranks4 = rank.teams(scores = scores, teams = teams, 
+     add = c("surface", "adv"))

Team Rankings based on matches 1900-05-01 to 2100-06-01
    team                                      total attack defense
1   Crossfire Premier A B00                    7.45 15.31  11.40  
2   Coastal FC 2000B                           7.13 13.75  10.22  
3   WPFC Black B00                             6.47  7.21  12.28  
4   Magnuson Ford Mariners FC 2000B            6.05  5.79  11.48  
5   Eastside FC Red B00                        5.95  7.05   8.75  
6   Seattle United Copa B00                    5.93  9.16   6.64  
7   Mountain United 2000B                      5.92  8.61   7.01  
8   ISC Gunners A B00                          5.64  4.80  10.37  
9   Coquitlam Metro Ford Millennium 2000B      5.63 10.32   4.79  
10  Vancouver Island Wave 2000B                5.51  5.47   8.33  
11  Fusion FC 2000B                            5.16 10.04   3.55  
12  FC Alliance A B00                          4.76  6.69   4.06  
13  Crossfire Premier B B00                    4.60  7.26   3.34  
14  TSS Academy Datillo B00                    4.55  5.03   4.66  
15  FC Portland Navy B00                       4.36  6.44   3.20  
16  Surrey United 2000B                        4.16  4.88   3.67  
17  Central City Breakers FC Azaad 2001B       4.06  5.35   3.12  
18  LASC Leones Negros B00                     4.01  3.66   4.39  
19  SSC Shadow A B00                           4.00  5.81   2.75  
20  Tynecastle Select (mix) B00                3.96  4.37   3.56  
21  Central WA SA Navy B00                     3.86  6.68   2.17  
22  WA Rush Nike B00                           3.84  4.77   3.00  
23  NWSSA FC Barcelona B00                     3.84  3.55   4.03  
24  Boise Nationals B00                        3.82  4.74   2.98  
25  Seattle United Tango B00                   3.77  4.86   2.80  
26  Crossfire Premier A B01                    3.64  5.40   2.30  
27  Vancouver Timbers Red B00                  3.59  4.56   2.64  
28  Westside Timbers Copa B00                  3.54  5.08   2.29  
29  Normandy Park FC White B00                 3.48  4.67   2.39  
30  WAFC Real Madrid B00                       3.36  4.74   2.16  
31  Thompson Okanagan FC 2000B                 3.18  4.74   1.91  
32  FC Portland (mix) B00                      3.14  2.17   4.07  
33  WAFC Juventus B00                          3.13  4.00   2.19  
34  Cobra Aguilitas B00                        3.12  4.40   1.98  
35  PacNW Maroon B00                           3.01  4.51   1.79  
36  Eastside FC White B00                      2.88  3.22   2.28  
37  FC Nova SuperNova B00                      2.86  3.16   2.30  
38  Cascade FC Green B00                       2.80  2.99   2.33  
39  KSYSA Warriors Fogal 2001B                 2.71  2.41   2.70  
40  3 Rivers Black B00                         2.70  2.59   2.52  
41  Highline Premier Blue B00                  2.67  4.16   1.53  
42  Nortac Colibri B00                         2.63  3.45   1.80  
43  BSC Portland Black B00                     2.62  3.05   2.02  
44  NWSSA FC Beavers B00                       2.57  4.15   1.43  
45  Snohomish United Black B00                 2.53  3.69   1.57  
46  WPFC White B00                             2.52  2.41   2.38  
47  Tynecastle FC Outliers B00                 2.51  3.16   1.80  
48  LASC Halcones B00                          2.48  2.40   2.32  
49  Southside SC Azzuri B00                    2.47  3.09   1.79  
50  Cobra Deportivo Teca B00                   2.45  4.20   1.31  
51  Eastside Timbers Red B00                   2.43  3.49   1.55  
52  Kent United Green B00                      2.34  2.59   1.96  
53  Silverton SA Chelsea B00                   2.25  3.06   1.55  
54  BIFC Blue B00                              2.22  2.25   2.08  
55  FC Alliance B B00                          2.21  3.30   1.41  
56  NPFC B00                                   2.17  2.22   2.02  
57  Corvallis United Reign B00                 1.98  2.85   1.39  
58  Seattle United Samba B00                   1.97  2.52   1.56  
59  Oregon Rush Nike B00                       1.81  1.84   1.90  
60  WPFC Fury Black B00                        1.75  1.86   1.81  
61  Sting SC Manchester B00                    1.73  3.02   1.10  
62  Normandy Park FC Blue B00                  1.71  1.98   1.65  
63  NWN Red B00                                1.66  2.24   1.41  
64  Lake Oswego SC Cyclones B00                1.60  2.89   1.05  
65  United SA Panthers B00                     1.57  1.85   1.60  
66  Tynecastle FC B00                          1.42  2.48   1.08  
67  Columbia River Utd Man U B00               1.39  2.68   0.98  
68  Seattle United S Black B00                 1.38  1.33   1.95  
69  Pumas (Mossyrock) B00                      1.36  2.08   1.24  
70  PCU Red B00                                1.31  2.09   1.19  
71  Crossfire Select Greenwalt B00             1.30  2.07   1.19  
72  RSA Elite Diamondbacks B00                 1.29  2.07   1.18  
73  San Carlos Chivas B00                      1.28  2.83   0.86  
74  Pacific FC Blue B00                        1.19  1.52   1.50  
75  WAFC Aztecas B00                           1.17  1.74   1.30  
76  FC West Halcones B00                       1.16  2.21   1.01  
77  Oregon Rush Swoosh B00                     1.14  1.31   1.69  
78  FC Spokane Dinaro B00                      1.14  1.77   1.24  
79  Whatcom Rangers Gold B00                   1.05  1.90   1.09  
80  BYSC Select Cochran B00                    1.03  1.71   1.19  
81  Central City Breakers FC Blue Hawks 2001B  1.01  2.08   0.97  
82  Sandpoint Strikers B00                     0.93  1.28   1.49  
83  FC Spokane White Kennedy B00               0.90  1.69   1.11  
84  Westside Timbers Samba B00                 0.86  2.02   0.90  
85  Missoula Strikers B00                      0.84  1.60   1.12  
86  Nortac Cosmos B00                          0.83  2.14   0.83  
87  RPSC Halcones B00                          0.83  1.68   1.06  
88  Vancouver Timbers Rojo B00                 0.81  1.52   1.16  
89  WPFC White B01                             0.78  2.95   0.58  
90  Westside Timbers Mundial B00               0.77  1.96   0.87  
91  NEU Rangers B00                            0.77  2.05   0.83  
92  Westsound FC Red B00                       0.69  1.56   1.04  
93  OSA Thunder B00                            0.68  1.94   0.82  
94  Seattle United S Blue B00                  0.62  2.04   0.75  
95  Eastside FC Blue B00                       0.61  1.33   1.15  
96  Breakers Owen B00                          0.58  2.12   0.70  
97  FC Edmonds Fury B00                        0.56  1.26   1.17  
98  NW United Martin B00                       0.55  1.30   1.13  
99  Seattle United W Blue B00                  0.54  1.52   0.96  
100 WSA Rangers B00                            0.52  1.60   0.90  
101 CFC United B00                             0.46  1.66   0.83  
102 ISC Gunners B B00                          0.37  1.52   0.85  
103 XiFA 2019 B00                              0.34  1.60   0.79  
104 RVSC Timbers Red B00                       0.34  1.33   0.95  
105 Crossfire Premier C B00                    0.29  1.17   1.04  
106 WAFC Barca B00                             0.27  1.42   0.85  
107 Crossfire Select Button B00                0.25  1.69   0.70  
108 MRFC Blue B00                              0.20  1.64   0.70  
109 Harbor Premier Select B00                  0.16  1.38   0.81  
110 CB United B00                              0.09  1.73   0.61  
111 FWFC Blue B00                              0.05  1.05   0.98  
112 Sting SC Ajax B00                          0.05  1.18   0.88  
113 WPFC Navy B00                              0.03  1.31   0.78  
114 EMFC Rovers Blue B00                      -0.03  1.37   0.71  
115 Pullman Pumas Konkel B00                  -0.03  1.59   0.62  
116 FME Xtreme B00                            -0.05  1.08   0.89  
117 Sabers Rau B00                            -0.07  1.52   0.63  
118 FC Salmon Creek Juventus B00              -0.07  1.47   0.65  
119 Eastside Timbers Black B00                -0.08  1.26   0.75  
120 Crossfire Select Merrick B00              -0.14  0.90   1.01  
121 NK Ballistic B00                          -0.16  1.33   0.67  
122 MVP Rapids Navy B00                       -0.17  1.34   0.66  
123 Seattle United NE Blue B00                -0.17  1.28   0.69  
124 Seattle United Shoreline Blue B00         -0.23  1.24   0.69  
125 KVJSA Ellensburg FC B00                   -0.25  1.13   0.75  
126 WUSC Boca Jrs. B00                        -0.25  0.94   0.89  
127 Wenatchee Fire Black B00                  -0.27  0.73   1.14  
128 Blackhills FC Black B00                   -0.32  1.13   0.71  
129 HSC Lokomotiv B00                         -0.34  1.02   0.77  
130 NSC Impact B00                            -0.38  1.14   0.67  
131 PacNW Blue B00                            -0.39  0.94   0.82  
132 Lynden Action B00                         -0.39  1.85   0.41  
133 Moscow United B00                         -0.40  0.54   1.40  
134 TUSK Vipers B00                           -0.42  1.63   0.46  
135 FC West Vikings B00                       -0.45  1.56   0.47  
136 FC Portland White B00                     -0.50  1.46   0.48  
137 Slammers Orange B00                       -0.52  1.05   0.66  
138 Mercer Island FC Gunners B00              -0.57  1.28   0.52  
139 Cheney Storm Hemenway B00                 -0.64  1.04   0.62  
140 Westside Timbers Copa TS B00              -0.65  0.81   0.78  
141 SCORE Eagles Red B00                      -0.67  1.00   0.63  
142 Storm King B00                            -0.70  1.29   0.48  
143 Keizer Villareal B00                      -0.73  1.36   0.44  
144 WSA Barcelona B00                         -0.74  0.72   0.83  
145 WS Panthers B00                           -0.75  1.23   0.48  
146 NSC Dynamo B00                            -0.80  1.14   0.50  
147 Sun City Strikers Red B00                 -0.81  1.02   0.56  
148 Spokane Scotties Manthei B00              -0.82  0.86   0.66  
149 AR Nike B01                               -0.82  1.14   0.50  
150 SSC Shadow B B00                          -0.87  1.04   0.52  
151 Desna SC B00                              -0.97  0.95   0.54  
152 VYSA Kirk B00                             -0.99  1.26   0.40  
153 Islander FC B00                           -1.03  1.20   0.41  
154 Lake Hills Fury B00                       -1.08  0.64   0.74  
155 WA Rush Swoosh B00                        -1.08  0.95   0.50  
156 SK United Eagles (unk) B00                -1.09  1.09   0.43  
157 WS Tecos B00                              -1.14  1.10   0.41  
158 Tacoma United Pumas B00                   -1.17  0.93   0.48  
159 Pacific FC Orange B00                     -1.19  0.65   0.67  
160 SK Eagles White B00                       -1.23  1.19   0.36  
161 Newport FC Cosmos B00                     -1.27  0.85   0.49  
162 Kent United White B00                     -1.29  0.60   0.68  
163 Impact FC Black B00                       -1.30  0.57   0.71  
164 Timber Barons B00                         -1.32  0.82   0.49  
165 WH Team Grantham B00                      -1.37  0.69   0.56  
166 Milltown Hornets B00                      -1.40  0.51   0.75  
167 ISC Gunners C B00                         -1.50  0.91   0.39  
168 SVFC United Crump B00                     -1.52  1.14   0.31  
169 Snohomish United Red B00                  -1.52  0.77   0.45  
170 Seattle United W White B00                -1.53  0.57   0.61  
171 BSC Portland White B00                    -1.54  0.56   0.62  
172 UPSC Lightning B00                        -1.54  0.61   0.56  
173 PSC Wolverines B00                        -1.61  0.97   0.34  
174 ODR Mud Dogs B00                          -1.62  0.74   0.44  
175 EMFC Rovers White B00                     -1.67  0.89   0.35  
176 ASE Stephanson B00                        -1.69  0.57   0.54  
177 BIFC White B00                            -1.74  0.95   0.31  
178 Aloha United Rangers B00                  -1.77  0.91   0.32  
179 Fuerza FC Academy B00                     -1.80  0.75   0.38  
180 Azul FC Manchester United B00             -1.88  1.40   0.19  
181 3 Rivers Killoy B00                       -1.89  0.53   0.51  
182 SGESC Fusion Raptors B00                  -1.90  0.66   0.41  
183 Sparta Red B00                            -1.92  0.68   0.39  
184 UPSC Eagles B00                           -1.92  0.63   0.42  
185 FWFC Thunder B00                          -2.08  0.62   0.38  
186 PCU Black B00                             -2.11  0.46   0.50  
187 Sparta White B00                          -2.12  0.62   0.37  
188 FWFC Kempton B00                          -2.14  0.53   0.43  
189 OSA Lightning B00                         -2.26  0.55   0.38  
190 Eastside FC Grey B00                      -2.33  0.63   0.32  
191 Spokane Pumas Black B00                   -2.44  0.38   0.48  
192 FWFC Houston B00                          -2.46  0.46   0.40  
193 FC Alliance C B00                         -2.47  0.48   0.37  
194 Columbia United Hermiston Heat B00        -2.61  0.43   0.38  
195 Oregon City Legacy B00                    -2.66  0.45   0.35  
196 Breakers Derby B00                        -2.71  0.48   0.32  
197 Tacoma United Milan B00                   -2.71  0.47   0.33  
198 PCU White B00                             -2.75  0.56   0.27  
199 Nelson United Selects 2001B               -2.83  0.31   0.46  
200 Kings B00                                 -2.87  0.49   0.28  
201 Idaho Thunder B00                         -2.97  0.43   0.30  
202 SCORE Eagles White B00                    -2.97  0.22   0.58  
203 Highline Select B00                       -3.08  0.55   0.22  
204 Mayhem B00                                -3.11  0.55   0.21  
205 ISC Arsenal Red B00                       -3.13  0.36   0.32  
206 Seattle United S White B00                -3.16  0.40   0.28  
207 Columbia Basin YS Crushers B00            -3.27  0.44   0.24  
208 XiFA 2020 B00                             -3.31  0.25   0.41  
209 TC United B00                             -3.31  0.28   0.36  
210 MYSA Wildcats B00                         -3.33  0.54   0.19  
211 FWFC Sharks B00                           -3.35  0.47   0.21  
212 LCYSA Timbers B00                         -3.49  0.43   0.21  
213 Crossfire Premier D B00                   -3.58  0.34   0.25  
214 WSA Inter B00                             -3.60  0.25   0.34  
215 NEU Napoli B00                            -4.00  0.25   0.25  
216 OHSC Firestorm B00                        -4.00  0.40   0.15  
217 FC Kent Black B00                         -4.03  0.29   0.21  
218 SSC Shadow Elite Windham B00              -4.31  0.33   0.15  
219 FC Spokane Sauther B00                    -4.54  0.27   0.16  
220 Corvallis Fusion B00                      -4.65  0.26   0.16  
221 Silver FC B00                             -4.81  0.23   0.16  
222 Sherwood Strikers B00                     -4.96  0.18   0.18  
223 CUSC Thunder B00                          -5.26  0.11   0.23  
224 Sabers Lawton B00                         -5.27  0.14   0.19  
225 SSC Shadow United Rojas B00               -5.65  0.16   0.13  
226 HSC Richocet B00                          -6.34  0.09   0.13  
    n.games.Var1                              n.games.Freq
1   Crossfire Premier A B00                   17          
2   Coastal FC 2000B                           7          
3   WPFC Black B00                            32          
4   Magnuson Ford Mariners FC 2000B           14          
5   Eastside FC Red B00                       29          
6   Seattle United Copa B00                   20          
7   Mountain United 2000B                     15          
8   ISC Gunners A B00                         29          
9   Coquitlam Metro Ford Millennium 2000B     13          
10  Vancouver Island Wave 2000B                7          
11  Fusion FC 2000B                            7          
12  FC Alliance A B00                         31          
13  Crossfire Premier B B00                   40          
14  TSS Academy Datillo B00                    4          
15  FC Portland Navy B00                      29          
16  Surrey United 2000B                       11          
17  Central City Breakers FC Azaad 2001B       8          
18  LASC Leones Negros B00                    14          
19  SSC Shadow A B00                          25          
20  Tynecastle Select (mix) B00               13          
21  Central WA SA Navy B00                    24          
22  WA Rush Nike B00                          34          
23  NWSSA FC Barcelona B00                    15          
24  Boise Nationals B00                        8          
25  Seattle United Tango B00                  24          
26  Crossfire Premier A B01                   22          
27  Vancouver Timbers Red B00                 35          
28  Westside Timbers Copa B00                 29          
29  Normandy Park FC White B00                24          
30  WAFC Real Madrid B00                      29          
31  Thompson Okanagan FC 2000B                 7          
32  FC Portland (mix) B00                      4          
33  WAFC Juventus B00                         32          
34  Cobra Aguilitas B00                       12          
35  PacNW Maroon B00                          28          
36  Eastside FC White B00                     27          
37  FC Nova SuperNova B00                      7          
38  Cascade FC Green B00                      15          
39  KSYSA Warriors Fogal 2001B                 4          
40  3 Rivers Black B00                        27          
41  Highline Premier Blue B00                 27          
42  Nortac Colibri B00                        28          
43  BSC Portland Black B00                    31          
44  NWSSA FC Beavers B00                      25          
45  Snohomish United Black B00                27          
46  WPFC White B00                            25          
47  Tynecastle FC Outliers B00                25          
48  LASC Halcones B00                          5          
49  Southside SC Azzuri B00                   31          
50  Cobra Deportivo Teca B00                   4          
51  Eastside Timbers Red B00                  18          
52  Kent United Green B00                     25          
53  Silverton SA Chelsea B00                  20          
54  BIFC Blue B00                             24          
55  FC Alliance B B00                         26          
56  NPFC B00                                   3          
57  Corvallis United Reign B00                30          
58  Seattle United Samba B00                  27          
59  Oregon Rush Nike B00                      25          
60  WPFC Fury Black B00                       24          
61  Sting SC Manchester B00                   23          
62  Normandy Park FC Blue B00                 11          
63  NWN Red B00                               25          
64  Lake Oswego SC Cyclones B00               30          
65  United SA Panthers B00                    20          
66  Tynecastle FC B00                         23          
67  Columbia River Utd Man U B00              25          
68  Seattle United S Black B00                19          
69  Pumas (Mossyrock) B00                     12          
70  PCU Red B00                               26          
71  Crossfire Select Greenwalt B00            26          
72  RSA Elite Diamondbacks B00                23          
73  San Carlos Chivas B00                     13          
74  Pacific FC Blue B00                       13          
75  WAFC Aztecas B00                          17          
76  FC West Halcones B00                      25          
77  Oregon Rush Swoosh B00                     4          
78  FC Spokane Dinaro B00                     17          
79  Whatcom Rangers Gold B00                  26          
80  BYSC Select Cochran B00                   23          
81  Central City Breakers FC Blue Hawks 2001B  3          
82  Sandpoint Strikers B00                    17          
83  FC Spokane White Kennedy B00              16          
84  Westside Timbers Samba B00                32          
85  Missoula Strikers B00                      3          
86  Nortac Cosmos B00                         29          
87  RPSC Halcones B00                         17          
88  Vancouver Timbers Rojo B00                31          
89  WPFC White B01                             4          
90  Westside Timbers Mundial B00              31          
91  NEU Rangers B00                           26          
92  Westsound FC Red B00                      23          
93  OSA Thunder B00                           24          
94  Seattle United S Blue B00                 19          
95  Eastside FC Blue B00                      22          
96  Breakers Owen B00                         12          
97  FC Edmonds Fury B00                       24          
98  NW United Martin B00                      23          
99  Seattle United W Blue B00                 24          
100 WSA Rangers B00                           23          
101 CFC United B00                            25          
102 ISC Gunners B B00                         20          
103 XiFA 2019 B00                             12          
104 RVSC Timbers Red B00                       5          
105 Crossfire Premier C B00                   23          
106 WAFC Barca B00                            16          
107 Crossfire Select Button B00               26          
108 MRFC Blue B00                             20          
109 Harbor Premier Select B00                 21          
110 CB United B00                             14          
111 FWFC Blue B00                             19          
112 Sting SC Ajax B00                         16          
113 WPFC Navy B00                             26          
114 EMFC Rovers Blue B00                      16          
115 Pullman Pumas Konkel B00                   9          
116 FME Xtreme B00                            17          
117 Sabers Rau B00                            17          
118 FC Salmon Creek Juventus B00              23          
119 Eastside Timbers Black B00                25          
120 Crossfire Select Merrick B00              24          
121 NK Ballistic B00                          23          
122 MVP Rapids Navy B00                       23          
123 Seattle United NE Blue B00                19          
124 Seattle United Shoreline Blue B00         21          
125 KVJSA Ellensburg FC B00                   12          
126 WUSC Boca Jrs. B00                        27          
127 Wenatchee Fire Black B00                  19          
128 Blackhills FC Black B00                   24          
129 HSC Lokomotiv B00                         23          
130 NSC Impact B00                            20          
131 PacNW Blue B00                            26          
132 Lynden Action B00                          3          
133 Moscow United B00                         10          
134 TUSK Vipers B00                           21          
135 FC West Vikings B00                       17          
136 FC Portland White B00                     20          
137 Slammers Orange B00                       19          
138 Mercer Island FC Gunners B00              24          
139 Cheney Storm Hemenway B00                 11          
140 Westside Timbers Copa TS B00              28          
141 SCORE Eagles Red B00                      16          
142 Storm King B00                            24          
143 Keizer Villareal B00                      10          
144 WSA Barcelona B00                         19          
145 WS Panthers B00                           12          
146 NSC Dynamo B00                            22          
147 Sun City Strikers Red B00                 21          
148 Spokane Scotties Manthei B00              16          
149 AR Nike B01                                4          
150 SSC Shadow B B00                          25          
151 Desna SC B00                              12          
152 VYSA Kirk B00                              8          
153 Islander FC B00                           21          
154 Lake Hills Fury B00                       22          
155 WA Rush Swoosh B00                        27          
156 SK United Eagles (unk) B00                 2          
157 WS Tecos B00                              15          
158 Tacoma United Pumas B00                    3          
159 Pacific FC Orange B00                     20          
160 SK Eagles White B00                       18          
161 Newport FC Cosmos B00                     24          
162 Kent United White B00                     24          
163 Impact FC Black B00                       23          
164 Timber Barons B00                         13          
165 WH Team Grantham B00                      11          
166 Milltown Hornets B00                       5          
167 ISC Gunners C B00                         22          
168 SVFC United Crump B00                     12          
169 Snohomish United Red B00                  23          
170 Seattle United W White B00                21          
171 BSC Portland White B00                    12          
172 UPSC Lightning B00                        16          
173 PSC Wolverines B00                        12          
174 ODR Mud Dogs B00                           9          
175 EMFC Rovers White B00                     21          
176 ASE Stephanson B00                        14          
177 BIFC White B00                            17          
178 Aloha United Rangers B00                  12          
179 Fuerza FC Academy B00                     17          
180 Azul FC Manchester United B00              4          
181 3 Rivers Killoy B00                       16          
182 SGESC Fusion Raptors B00                  12          
183 Sparta Red B00                            22          
184 UPSC Eagles B00                           15          
185 FWFC Thunder B00                          11          
186 PCU Black B00                             19          
187 Sparta White B00                          18          
188 FWFC Kempton B00                          12          
189 OSA Lightning B00                         19          
190 Eastside FC Grey B00                      27          
191 Spokane Pumas Black B00                   13          
192 FWFC Houston B00                          11          
193 FC Alliance C B00                         25          
194 Columbia United Hermiston Heat B00         3          
195 Oregon City Legacy B00                    26          
196 Breakers Derby B00                        17          
197 Tacoma United Milan B00                   15          
198 PCU White B00                             16          
199 Nelson United Selects 2001B                3          
200 Kings B00                                  3          
201 Idaho Thunder B00                         15          
202 SCORE Eagles White B00                    11          
203 Highline Select B00                       15          
204 Mayhem B00                                 3          
205 ISC Arsenal Red B00                       16          
206 Seattle United S White B00                17          
207 Columbia Basin YS Crushers B00             8          
208 XiFA 2020 B00                              4          
209 TC United B00                             15          
210 MYSA Wildcats B00                         10          
211 FWFC Sharks B00                           12          
212 LCYSA Timbers B00                          9          
213 Crossfire Premier D B00                   21          
214 WSA Inter B00                             17          
215 NEU Napoli B00                            17          
216 OHSC Firestorm B00                        10          
217 FC Kent Black B00                         18          
218 SSC Shadow Elite Windham B00              14          
219 FC Spokane Sauther B00                    14          
220 Corvallis Fusion B00                       4          
221 Silver FC B00                             16          
222 Sherwood Strikers B00                     10          
223 CUSC Thunder B00                          16          
224 Sabers Lawton B00                          9          
225 SSC Shadow United Rojas B00               10          
226 HSC Richocet B00                          17          

> coef(ranks4$fit$cluster.1)["surface.fTurf"]
surface.fTurf 
   -0.2151422 

> coef(ranks4$fit$cluster.1)["adv.fhome"]
adv.fhome 
0.1215774 

> ranks.summer = rank.teams(scores = scores, teams = teams, 
+     add = c("surface"), max.date = "2012-9-5")

Team Rankings based on matches 1900-05-01 to 2012-09-05
    team                                      total attack defense
1   Crossfire Premier A B00                    7.71 16.49  12.67  
2   Magnuson Ford Mariners FC 2000B            6.15  7.76   9.15  
3   Seattle United Copa B00                    5.97  9.92   6.31  
4   WPFC Black B00                             5.86  6.25   9.26  
5   Eastside FC Red B00                        5.64  5.52   9.07  
6   Coquitlam Metro Ford Millennium 2000B      5.27 12.29   3.15  
7   ISC Gunners A B00                          5.05  4.25   7.79  
8   Crossfire Premier B B00                    4.66  8.00   3.16  
9   Boise Nationals B00                        4.46  5.72   3.85  
10  TSS Academy Datillo B00                    4.44  4.77   4.54  
11  FC Portland (mix) B00                      4.33  3.98   5.05  
12  Normandy Park FC White B00                 3.92  5.15   2.94  
13  Crossfire Premier A B01                    3.89  4.85   3.05  
14  NWSSA FC Barcelona B00                     3.88  3.92   3.74  
15  FC Alliance A B00                          3.78  6.30   2.19  
16  Eastside Timbers Red B00                   3.75  6.29   2.14  
17  Tynecastle Select (mix) B00                3.74  4.31   3.11  
18  Seattle United Tango B00                   3.63  5.26   2.35  
19  Central WA SA Navy B00                     3.52  6.21   1.85  
20  WA Rush Nike B00                           3.51  4.77   2.39  
21  Central City Breakers FC Azaad 2001B       3.37  4.73   2.19  
22  Westside Timbers Copa B00                  3.35  4.46   2.29  
23  Vancouver Timbers Red B00                  3.34  4.65   2.17  
24  WAFC Real Madrid B00                       3.16  4.03   2.22  
25  FC Portland Navy B00                       3.13  4.01   2.19  
26  SSC Shadow A B00                           3.12  3.77   2.31  
27  WAFC Juventus B00                          3.08  4.57   1.85  
28  Highline Premier Blue B00                  3.02  4.64   1.75  
29  LASC Halcones B00                          3.02  3.16   2.57  
30  Surrey United 2000B                        2.93  3.71   2.06  
31  LASC Leones Negros B00                     2.74  3.04   2.20  
32  NWSSA FC Beavers B00                       2.65  5.00   1.26  
33  BSC Portland Black B00                     2.61  2.79   2.19  
34  Southside SC Azzuri B00                    2.56  3.02   1.95  
35  Nortac Colibri B00                         2.49  3.89   1.44  
36  Silverton SA Chelsea B00                   2.49  3.12   1.80  
37  3 Rivers Black B00                         2.35  2.32   2.19  
38  Eastside FC White B00                      2.33  2.82   1.78  
39  PacNW Maroon B00                           2.31  3.65   1.36  
40  Cobra Deportivo Teca B00                   2.29  4.42   1.11  
41  WPFC White B00                             2.28  2.61   1.87  
42  Kent United Green B00                      2.17  3.63   1.24  
43  Westside Timbers Mundial B00               2.14  2.25   1.96  
44  Snohomish United Black B00                 2.07  3.61   1.16  
45  Tynecastle FC Outliers B00                 2.01  2.30   1.76  
46  NPFC B00                                   2.01  2.36   1.71  
47  Cascade FC Green B00                       1.90  1.92   1.94  
48  Columbia River Utd Man U B00               1.89  3.20   1.16  
49  Eastside Timbers Black B00                 1.89  2.90   1.28  
50  United SA Panthers B00                     1.88  1.99   1.85  
51  WPFC Fury Black B00                        1.87  1.89   1.93  
52  FC Alliance B B00                          1.79  3.47   1.00  
53  Oregon Rush Swoosh B00                     1.79  2.04   1.69  
54  NWN Red B00                                1.76  2.81   1.20  
55  Pacific FC Blue B00                        1.68  2.43   1.32  
56  Oregon Rush Nike B00                       1.54  2.12   1.37  
57  Tynecastle FC B00                          1.54  2.86   1.01  
58  Westsound FC Red B00                       1.46  2.23   1.24  
59  NEU Rangers B00                            1.45  2.80   0.97  
60  Vancouver Timbers Rojo B00                 1.43  1.76   1.53  
61  Corvallis United Reign B00                 1.37  1.92   1.35  
62  Lake Oswego SC Cyclones B00                1.36  2.94   0.87  
63  RSA Elite Diamondbacks B00                 1.35  1.71   1.49  
64  BIFC Blue B00                              1.35  1.92   1.33  
65  FC West Halcones B00                       1.28  1.86   1.31  
66  FC Edmonds Fury B00                        1.28  1.47   1.65  
67  Eastside FC Blue B00                       1.24  2.39   0.99  
68  Westside Timbers Samba B00                 1.23  2.59   0.90  
69  Seattle United Samba B00                   1.22  2.35   0.99  
70  OSA Thunder B00                            1.16  2.71   0.83  
71  HSC Lokomotiv B00                          1.08  1.76   1.20  
72  Seattle United S Black B00                 1.07  1.82   1.15  
73  WAFC Barca B00                             1.02  2.80   0.72  
74  Crossfire Premier C B00                    1.00  1.21   1.65  
75  CFC United B00                             1.00  2.13   0.94  
76  Central City Breakers FC Blue Hawks 2001B  0.97  2.14   0.91  
77  FC Salmon Creek Juventus B00               0.90  2.01   0.93  
78  Crossfire Select Greenwalt B00             0.86  2.12   0.86  
79  RVSC Timbers Red B00                       0.84  1.68   1.06  
80  BYSC Select Cochran B00                    0.83  1.47   1.21  
81  Sting SC Manchester B00                    0.79  2.08   0.83  
82  Whatcom Rangers Gold B00                   0.56  2.03   0.73  
83  FC Spokane White Kennedy B00               0.41  1.19   1.12  
84  WPFC White B01                             0.39  2.47   0.53  
85  Nortac Cosmos B00                          0.37  2.02   0.64  
86  NW United Martin B00                       0.34  1.34   0.95  
87  Seattle United W Blue B00                  0.26  2.04   0.59  
88  WAFC Aztecas B00                           0.24  1.15   1.02  
89  PCU Red B00                                0.22  1.54   0.75  
90  ISC Gunners B B00                          0.18  1.32   0.86  
91  WSA Rangers B00                            0.00  1.40   0.71  
92  FC West Vikings B00                       -0.02  1.89   0.52  
93  NK Ballistic B00                          -0.03  1.41   0.69  
94  Harbor Premier Select B00                 -0.11  1.60   0.58  
95  AR Nike B01                               -0.23  1.61   0.53  
96  WPFC Navy B00                             -0.24  1.38   0.62  
97  Spokane Scotties Manthei B00              -0.25  0.79   1.07  
98  Seattle United Shoreline Blue B00         -0.30  1.35   0.60  
99  FC Spokane Dinaro B00                     -0.32  1.56   0.51  
100 MRFC Blue B00                             -0.33  1.36   0.58  
101 Blackhills FC Black B00                   -0.36  1.43   0.54  
102 Sun City Strikers Red B00                 -0.43  1.00   0.74  
103 WUSC Boca Jrs. B00                        -0.46  0.96   0.76  
104 PacNW Blue B00                            -0.49  1.10   0.65  
105 Timber Barons B00                         -0.50  0.79   0.89  
106 EMFC Rovers Blue B00                      -0.50  1.39   0.51  
107 Crossfire Select Button B00               -0.50  1.36   0.52  
108 TUSK Vipers B00                           -0.51  1.76   0.40  
109 Storm King B00                            -0.60  1.51   0.44  
110 SK Eagles White B00                       -0.63  1.73   0.38  
111 Westside Timbers Copa TS B00              -0.66  0.89   0.71  
112 Mercer Island FC Gunners B00              -0.73  1.26   0.48  
113 Islander FC B00                           -0.76  1.59   0.37  
114 Wenatchee Fire Black B00                  -0.84  0.56   0.99  
115 FC Portland White B00                     -1.02  1.22   0.40  
116 EMFC Rovers White B00                     -1.07  1.27   0.37  
117 FWFC Blue B00                             -1.12  0.64   0.72  
118 NSC Dynamo B00                            -1.12  1.34   0.34  
119 Sabers Rau B00                            -1.17  1.08   0.41  
120 WA Rush Swoosh B00                        -1.17  0.96   0.46  
121 NSC Impact B00                            -1.18  0.78   0.57  
122 Sandpoint Strikers B00                    -1.20  0.79   0.55  
123 CB United B00                             -1.24  1.19   0.36  
124 Tacoma United Pumas B00                   -1.24  0.89   0.47  
125 WSA Inter B00                             -1.26  0.93   0.45  
126 SVFC United Crump B00                     -1.29  1.53   0.27  
127 ISC Gunners C B00                         -1.33  0.91   0.44  
128 Pacific FC Orange B00                     -1.35  0.72   0.55  
129 SCORE Eagles Red B00                      -1.39  0.70   0.54  
130 Crossfire Select Merrick B00              -1.40  0.80   0.47  
131 SSC Shadow B B00                          -1.43  0.80   0.46  
132 Lynden Action B00                         -1.57  1.21   0.28  
133 Slammers Orange B00                       -1.58  0.83   0.40  
134 MVP Rapids Navy B00                       -1.59  0.77   0.43  
135 Seattle United W White B00                -1.61  0.72   0.45  
136 Seattle United S White B00                -1.67  0.83   0.38  
137 Sting SC Ajax B00                         -1.73  0.62   0.49  
138 UPSC Lightning B00                        -1.79  0.96   0.30  
139 Lake Hills Fury B00                       -1.88  0.61   0.45  
140 FME Xtreme B00                            -1.97  0.63   0.40  
141 Newport FC Cosmos B00                     -1.98  0.79   0.32  
142 3 Rivers Killoy B00                       -2.05  0.46   0.53  
143 Azul FC Manchester United B00             -2.06  1.41   0.17  
144 Seattle United S Blue B00                 -2.06  0.37   0.65  
145 Milltown Hornets B00                      -2.09  0.46   0.52  
146 OSA Lightning B00                         -2.11  0.60   0.39  
147 Highline Select B00                       -2.16  1.03   0.22  
148 WSA Barcelona B00                         -2.17  0.15   1.53  
149 Sparta White B00                          -2.25  0.67   0.32  
150 Cheney Storm Hemenway B00                 -2.28  0.78   0.26  
151 Seattle United NE Blue B00                -2.29  0.49   0.42  
152 BIFC White B00                            -2.35  0.69   0.29  
153 Oregon City Legacy B00                    -2.39  0.52   0.37  
154 Kent United White B00                     -2.51  0.36   0.48  
155 Snohomish United Red B00                  -2.77  0.31   0.48  
156 Spokane Pumas Black B00                   -2.80  0.39   0.37  
157 XiFA 2019 B00                             -2.86  0.34   0.41  
158 ASE Stephanson B00                        -2.86  0.51   0.27  
159 Kings B00                                 -2.96  0.45   0.28  
160 Eastside FC Grey B00                      -3.07  0.65   0.18  
161 Idaho Thunder B00                         -3.12  0.28   0.41  
162 FC Alliance C B00                         -3.21  0.27   0.41  
163 Crossfire Premier D B00                   -3.24  0.59   0.18  
164 Breakers Derby B00                        -3.33  0.41   0.24  
165 Sparta Red B00                            -3.44  0.34   0.27  
166 PCU White B00                             -3.55  0.39   0.22  
167 PCU Black B00                             -3.60  0.20   0.41  
168 NEU Napoli B00                            -3.61  0.21   0.39  
169 FC Kent Black B00                         -3.63  0.43   0.19  
170 ISC Arsenal Red B00                       -4.11  0.34   0.17  
171 Silver FC B00                             -4.21  0.30   0.18  
172 UPSC Eagles B00                           -4.44  0.32   0.14  
173 XiFA 2020 B00                             -4.62  0.15   0.27  
174 Tacoma United Milan B00                   -4.66  0.13   0.29  
175 Corvallis Fusion B00                      -5.12  0.28   0.10  
176 FC Spokane Sauther B00                    -5.36  0.18   0.14  
177 CUSC Thunder B00                          -5.37  0.16   0.16  
178 HSC Richocet B00                          -6.00  0.14   0.11  
179 SSC Shadow Elite Windham B00              -7.25  0.08   0.08  
180 Mountain United 2000B                        NA 12.22     NA  
181 FC Nova SuperNova B00                        NA    NA   1.77  
182 Impact FC Black B00                          NA    NA   0.53  
183 Fuerza FC Academy B00                        NA    NA   0.34  
    n.games.Var1                              n.games.Freq
1   Crossfire Premier A B00                   12          
2   Magnuson Ford Mariners FC 2000B            4          
3   Seattle United Copa B00                    6          
4   WPFC Black B00                            15          
5   Eastside FC Red B00                       15          
6   Coquitlam Metro Ford Millennium 2000B      3          
7   ISC Gunners A B00                         15          
8   Crossfire Premier B B00                   24          
9   Boise Nationals B00                        4          
10  TSS Academy Datillo B00                    4          
11  FC Portland (mix) B00                      4          
12  Normandy Park FC White B00                12          
13  Crossfire Premier A B01                    8          
14  NWSSA FC Barcelona B00                     5          
15  FC Alliance A B00                         14          
16  Eastside Timbers Red B00                   4          
17  Tynecastle Select (mix) B00               13          
18  Seattle United Tango B00                  10          
19  Central WA SA Navy B00                    12          
20  WA Rush Nike B00                          20          
21  Central City Breakers FC Azaad 2001B       8          
22  Westside Timbers Copa B00                 12          
23  Vancouver Timbers Red B00                 18          
24  WAFC Real Madrid B00                      15          
25  FC Portland Navy B00                      12          
26  SSC Shadow A B00                          11          
27  WAFC Juventus B00                         18          
28  Highline Premier Blue B00                  8          
29  LASC Halcones B00                          5          
30  Surrey United 2000B                        4          
31  LASC Leones Negros B00                     5          
32  NWSSA FC Beavers B00                      16          
33  BSC Portland Black B00                    14          
34  Southside SC Azzuri B00                   14          
35  Nortac Colibri B00                        16          
36  Silverton SA Chelsea B00                  10          
37  3 Rivers Black B00                        13          
38  Eastside FC White B00                     13          
39  PacNW Maroon B00                          14          
40  Cobra Deportivo Teca B00                   4          
41  WPFC White B00                            11          
42  Kent United Green B00                      9          
43  Westside Timbers Mundial B00              14          
44  Snohomish United Black B00                13          
45  Tynecastle FC Outliers B00                12          
46  NPFC B00                                   3          
47  Cascade FC Green B00                       3          
48  Columbia River Utd Man U B00               7          
49  Eastside Timbers Black B00                 9          
50  United SA Panthers B00                     4          
51  WPFC Fury Black B00                        8          
52  FC Alliance B B00                         12          
53  Oregon Rush Swoosh B00                     4          
54  NWN Red B00                               11          
55  Pacific FC Blue B00                        4          
56  Oregon Rush Nike B00                      13          
57  Tynecastle FC B00                         11          
58  Westsound FC Red B00                       9          
59  NEU Rangers B00                            9          
60  Vancouver Timbers Rojo B00                17          
61  Corvallis United Reign B00                11          
62  Lake Oswego SC Cyclones B00               13          
63  RSA Elite Diamondbacks B00                 8          
64  BIFC Blue B00                             12          
65  FC West Halcones B00                       9          
66  FC Edmonds Fury B00                        4          
67  Eastside FC Blue B00                       8          
68  Westside Timbers Samba B00                16          
69  Seattle United Samba B00                  13          
70  OSA Thunder B00                            7          
71  HSC Lokomotiv B00                          8          
72  Seattle United S Black B00                 4          
73  WAFC Barca B00                             4          
74  Crossfire Premier C B00                    9          
75  CFC United B00                             8          
76  Central City Breakers FC Blue Hawks 2001B  3          
77  FC Salmon Creek Juventus B00              11          
78  Crossfire Select Greenwalt B00             6          
79  RVSC Timbers Red B00                       5          
80  BYSC Select Cochran B00                    7          
81  Sting SC Manchester B00                    9          
82  Whatcom Rangers Gold B00                  12          
83  FC Spokane White Kennedy B00               6          
84  WPFC White B01                             4          
85  Nortac Cosmos B00                         13          
86  NW United Martin B00                      11          
87  Seattle United W Blue B00                  8          
88  WAFC Aztecas B00                           5          
89  PCU Red B00                                8          
90  ISC Gunners B B00                          8          
91  WSA Rangers B00                           11          
92  FC West Vikings B00                        5          
93  NK Ballistic B00                          11          
94  Harbor Premier Select B00                  7          
95  AR Nike B01                                4          
96  WPFC Navy B00                             10          
97  Spokane Scotties Manthei B00               6          
98  Seattle United Shoreline Blue B00          6          
99  FC Spokane Dinaro B00                      7          
100 MRFC Blue B00                              9          
101 Blackhills FC Black B00                    8          
102 Sun City Strikers Red B00                  7          
103 WUSC Boca Jrs. B00                        12          
104 PacNW Blue B00                            12          
105 Timber Barons B00                          4          
106 EMFC Rovers Blue B00                       4          
107 Crossfire Select Button B00               10          
108 TUSK Vipers B00                            9          
109 Storm King B00                             9          
110 SK Eagles White B00                        3          
111 Westside Timbers Copa TS B00              11          
112 Mercer Island FC Gunners B00              12          
113 Islander FC B00                           10          
114 Wenatchee Fire Black B00                   7          
115 FC Portland White B00                      3          
116 EMFC Rovers White B00                      4          
117 FWFC Blue B00                              5          
118 NSC Dynamo B00                             6          
119 Sabers Rau B00                             8          
120 WA Rush Swoosh B00                        11          
121 NSC Impact B00                             8          
122 Sandpoint Strikers B00                     5          
123 CB United B00                              4          
124 Tacoma United Pumas B00                    3          
125 WSA Inter B00                              4          
126 SVFC United Crump B00                      3          
127 ISC Gunners C B00                         10          
128 Pacific FC Orange B00                      8          
129 SCORE Eagles Red B00                       4          
130 Crossfire Select Merrick B00               8          
131 SSC Shadow B B00                           9          
132 Lynden Action B00                          3          
133 Slammers Orange B00                        3          
134 MVP Rapids Navy B00                       12          
135 Seattle United W White B00                 7          
136 Seattle United S White B00                 3          
137 Sting SC Ajax B00                          4          
138 UPSC Lightning B00                         2          
139 Lake Hills Fury B00                        4          
140 FME Xtreme B00                             2          
141 Newport FC Cosmos B00                      8          
142 3 Rivers Killoy B00                        6          
143 Azul FC Manchester United B00              4          
144 Seattle United S Blue B00                  3          
145 Milltown Hornets B00                       5          
146 OSA Lightning B00                          3          
147 Highline Select B00                        3          
148 WSA Barcelona B00                          6          
149 Sparta White B00                           6          
150 Cheney Storm Hemenway B00                  3          
151 Seattle United NE Blue B00                 3          
152 BIFC White B00                             6          
153 Oregon City Legacy B00                    10          
154 Kent United White B00                      8          
155 Snohomish United Red B00                   7          
156 Spokane Pumas Black B00                    3          
157 XiFA 2019 B00                              2          
158 ASE Stephanson B00                         4          
159 Kings B00                                  3          
160 Eastside FC Grey B00                      11          
161 Idaho Thunder B00                          4          
162 FC Alliance C B00                          9          
163 Crossfire Premier D B00                    5          
164 Breakers Derby B00                         7          
165 Sparta Red B00                             7          
166 PCU White B00                              4          
167 PCU Black B00                              7          
168 NEU Napoli B00                             5          
169 FC Kent Black B00                          7          
170 ISC Arsenal Red B00                        4          
171 Silver FC B00                              5          
172 UPSC Eagles B00                            3          
173 XiFA 2020 B00                              4          
174 Tacoma United Milan B00                    3          
175 Corvallis Fusion B00                       4          
176 FC Spokane Sauther B00                     5          
177 CUSC Thunder B00                           4          
178 HSC Richocet B00                           5          
179 SSC Shadow Elite Windham B00               4          
180 Mountain United 2000B                      3          
181 FC Nova SuperNova B00                      4          
182 Impact FC Black B00                        4          
183 Fuerza FC Academy B00                      3          

> simulate(ranks.summer, venue = "RCL D1")


                        1st 2nd 3rd 4th 5th 6th 7th 8th
FC Alliance A B00         0   0   1   7  30  32  21  10
Crossfire Premier B B00   3  10  24  48  11   3   1   0
WPFC Black B00           22  39  26  11   1   0   0   0
Eastside FC Red B00      11  27  38  21   3   1   0   0
Seattle United Copa B00  64  24   9   2   0   0   0   0
WA Rush Nike B00          0   0   0   2  14  24  35  24
SSC Shadow A B00          0   0   0   0   4  11  25  59
Crossfire Premier A B01   0   0   2   8  36  29  17   7


> predict(ranks.summer, venue = "RCL D1", date = as.Date("2012-09-16"))
None of the values passed in for date are in the list$scores dataframe.
 None of the values passed in for date are in the scores$scores dataframe.
 None of the values passed in for date are in the x$teams$scores dataframe.
Exiting since nothing would be printed.

  When sourcing 'Basic_team_ranking.R':
Error: 
Execution halted

  'Basic_team_ranking.Rnw'... failed
  'Scrape_match_data.Rnw'... OK