MSHSL Boys Hockey Computer Rankings Comparison: Feb 03, 2020

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LSQRANK
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Joined: Fri Nov 21, 2014 6:05 pm

MSHSL Boys Hockey Computer Rankings Comparison: Feb 03, 2020

Post by LSQRANK » Wed Feb 05, 2020 2:52 pm

Below is a comparison between two vastly different Ranking/Rating algorithms.
A mini-network consisting of only the games played by:
North Dakota, Minnesota, Wisconsin & UP-Michigan was processed through Sportsoft using both the least-squares and KRACH algorithms.

The least-squares computes a best-fitting elevation model using raw game score differential values,
whereas the KRACH using the Bradley-Terry method of paired outcomes (it only considers the win/loss/tie outcome of a game result,
and disregards the game score differential). The MSHSL teams were extracted for the comparison below.

Out of the 149 teams, both algorithms agreed on the absolute ordinal rank of 9 out of the 149 total.

Rank Team
---- -------------------------
#4 Prior Lake
#28 Holy Family
#38 Centennial(MN)
#51 Totino-Grace
#66 Woodbury
#130 Saint Paul Highland Park
#140 Worthington
#141 Becker/Big Lake
#148 Austin

The largest difference in ranking seems to occur with Warroad.
LSQRank has Warroad at #22, while KRACH favors Warroad's W-L-T record putting them at #3!

Comaparing Warroad to Andover:

Andover 1000.0 favored by +2.6 goals using LSQRank scale
Warroad 997.4


Andover 37,168.16
Warroad 33,431.60

37,168.16 / 33,431.60 = 1.1 = 5.5 / 5 = 11 / 10

Therefore according to KRACH,
if Andover and Warroad were to play 21 games against each other at a neutral site,
Andover would be expected to win 11 out of the 21 games, losing 10 out of 21.


Keep smiling - Doc

Code: Select all

 Boys High School Hockey Rankings: Minnesota (MSHSL)
 by Sportsoft
 
 Feb. 03, 2020 
 
 Comparison between Least-Squares vs. KRACH Algorithms 
 
 
 LSQRANK      LSQ_                            Team        League SEC CLS   GP  (WW-LL-TT)  KRACH                           Team         KRACH_     SOS   WL_Ratio  (WW-LL-TT)
              rating                                                                                                                   rating
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
1   MN  HS  1000.0000                       Andover(MN)   MSHSL   7 AA     22  (18- 3- 1) |  1                St.CloudCathedral       62180.81   4835.01  12.86    (18- 1- 1) 
2   MN  HS   999.5597                   EdenPrairie       MSHSL   2 AA     20  (15- 4- 1) |  2                          Andover(MN)   37168.16   6713.67   5.54    (18- 3- 1) 
3   MN  HS   999.4758                         Blake       MSHSL   6 AA     22  (17- 5- 0) |  3                          Warroad       33431.60   3384.84   9.88    (19- 2- 0) 
4   MN  HS   999.1891                   Hill-Murray       MSHSL   4 AA     21  (13- 6- 2) |  4                       Hermantown       31407.83   5288.49   5.94    (15- 1- 4) 
5   MN  HS   999.0943             Cretin-DerhamHall       MSHSL   6 AA     22  (17- 4- 1) |  5                         Moorhead       29229.46   7579.65   3.86    (16- 4- 1) 
6   MN  HS   998.9234                    Hermantown       MSHSL   7  A     20  (15- 1- 4) |  6                      EdenPrairie       26744.76   7364.23   3.63    (15- 4- 1) 
7   MN  HS   998.8328                      Moorhead       MSHSL   8 AA     21  (16- 4- 1) |  7                            Blake       22979.78   6444.96   3.57    (17- 5- 0) 
8   MN  HS   998.7247                LakevilleSouth       MSHSL   1 AA     20  (14- 6- 0) |  8                        Rosemount       16700.88   4969.75   3.36    (16- 5- 0) 
9   MN  HS   998.6139                     Rosemount       MSHSL   3 AA     21  (16- 5- 0) |  9                       MapleGrove       16229.83   5142.39   3.16    (15- 5- 0) 
10  MN  HS   998.5300         Benilde-St.Margaret's       MSHSL   6 AA     20  (12- 6- 2) |  10                         Wayzata       15138.50   7920.27   1.91    (13- 7- 1) 

11  MN  HS   998.5212             St.CloudCathedral       MSHSL   6  A     20  (18- 1- 1) |  11                           Orono       14586.38   1921.16   7.59    (18- 2- 1) 
12  MN  HS   998.3452                    MapleGrove       MSHSL   5 AA     20  (15- 5- 0) |  12               Cretin-DerhamHall       12590.44   3117.01   4.04    (17- 4- 1) 
13  MN  HS   998.2731                         Edina       MSHSL   6 AA     21  (10- 9- 2) |  13                     Hill-Murray       12518.86   5925.66   2.11    (13- 6- 2) 
14  MN  HS   998.1466                     PriorLake       MSHSL   2 AA     21  (13- 5- 3) |  14                       PriorLake       12425.89   5292.82   2.35    (13- 5- 3) 
15  MN  HS   998.1030                    Minnetonka       MSHSL   2 AA     21  (11-10- 0) |  15                  LakevilleSouth       11741.28   4779.64   2.46    (14- 6- 0) 
16  MN  HS   998.0418                       Wayzata       MSHSL   6 AA     21  (13- 7- 1) |  16                  EastGrandForks       11262.39   2313.96   4.87    (15- 2- 3) 
17  MN  HS   997.9703                        Blaine       MSHSL   5 AA     21  (14- 7- 0) |  17           Benilde-St.Margaret's       10684.74   5437.98   1.96    (12- 6- 2) 
18  MN  HS   997.8656                 WhiteBearLake       MSHSL   4 AA     20  (15- 4- 1) |  18                            STMA        9479.69   6068.65   1.56    (11- 7- 3) 
19  MN  HS   997.6269                        Chaska       MSHSL   2 AA     20  (11- 8- 1) |  19                           Edina        9146.68   7749.75   1.18    (10- 9- 2) 
20  MN  HS   997.5275                          STMA       MSHSL   8 AA     21  (11- 7- 3) |  20                  LakevilleNorth        9056.60   4145.75   2.18    (13- 6- 1)
 
21  MN  HS   997.4905                         Orono       MSHSL   2  A     21  (18- 2- 1) |  21                     GrandRapids(MN)    8877.77   5033.19   1.76    (12- 7- 1) 
22  MN  HS   997.4383                       Warroad       MSHSL   8  A     21  (19- 2- 0) |  22                      Minnetonka        8092.25   6870.58   1.18    (11-10- 0) 
23  MN  HS   997.3533                    Stillwater       MSHSL   4 AA     20  (14- 5- 1) |  23                          Blaine        7539.22   3596.75   2.10    (14- 7- 0) 
24  MN  HS   997.3244                   GrandRapids(MN)   MSHSL   7 AA     20  (12- 7- 1) |  24                   WhiteBearLake        7280.99   2047.60   3.56    (15- 4- 1) 
25  MN  HS   997.2706              St.ThomasAcademy       MSHSL   3 AA     20  (10- 8- 2) |  25                      Burnsville        6106.49   3570.28   1.71    (12- 7- 2) 
26  MN  HS   997.1441                LakevilleNorth       MSHSL   1 AA     20  (13- 6- 1) |  26                          Roseau        5970.21   2958.37   2.02    (14- 7- 1) 
27  MN  HS   997.0810                EastGrandForks       MSHSL   8  A     20  (15- 2- 3) |  27                           Eagan        5665.92   2332.77   2.43    (14- 6- 0) 
28  MN  HS   997.0236                    HolyFamily       MSHSL   2 AA     21  (12- 9- 0) |  28                      HolyFamily        5328.21   3778.64   1.41    (12- 9- 0) 
29  MN  HS   996.9809                        Roseau       MSHSL   8 AA     22  (14- 7- 1) |  29                        Eastview        5118.89   3305.42   1.55    (12- 8- 1) 
30  MN  HS   996.7242                      Eastview       MSHSL   3 AA     21  (12- 8- 1) |  30                      Stillwater        4814.04   1767.49   2.72    (14- 5- 1)
 
31  MN  HS   996.5550          Cloquet-Esko-Carlton       MSHSL   7 AA     23  (12-10- 1) |  31                St.ThomasAcademy        4711.50   3633.35   1.30    (10- 8- 2) 
32  MN  HS   996.5147                         Eagan       MSHSL   3 AA     20  (14- 6- 0) |  32                       Mahtomedi        4685.00   2254.42   2.08    (14- 7- 0) 
33  MN  HS   996.4744                     Mahtomedi       MSHSL   4  A     21  (14- 7- 0) |  33                          Chaska        4228.78   2962.41   1.43    (11- 8- 1) 
34  MN  HS   996.4462                    Burnsville       MSHSL   3 AA     21  (12- 7- 2) |  34                      DuluthEast        3284.10   3744.25   0.88    ( 8-10- 1) 
35  MN  HS   996.1316                    DuluthEast       MSHSL   7 AA     19  ( 8-10- 1) |  35                        St.Cloud        2677.60   1164.02   2.30    (14- 6- 1) 
36  MN  HS   996.1028                      St.Cloud       MSHSL   8 AA     21  (14- 6- 1) |  36            Cloquet-Esko-Carlton        2626.26   2102.13   1.25    (12-10- 1) 
37  MN  HS   996.0223                    HolyAngels       MSHSL   6 AA     20  (13- 7- 0) |  37                          Delano        2178.71    907.19   2.40    (14- 6- 0) 
38  MN  HS   995.9287                    Centennial(MN)   MSHSL   5 AA     21  (10-11- 0) |  38                      Centennial(MN)    2081.68   2149.91   0.97    (10-11- 0) 
39  MN  HS   995.9010                      Hastings       MSHSL   1 AA     20  (14- 4- 2) |  39                      ForestLake        1978.79   1061.49   1.86    (12- 6- 3) 
40  MN  HS   995.8180            ElkRiver/Zimmerman       MSHSL   7 AA     22  ( 8-14- 0) |  40                   DuluthDenfeld        1926.24    521.18   3.70    (16- 4- 1) 

41  MN  HS   995.6922                  St.LouisPark       MSHSL   6 AA     20  (12- 8- 0) |  41                        Hastings        1883.74    618.17   3.05    (14- 4- 2) 
42  MN  HS   995.3967                     EastRidge       MSHSL   4 AA     21  ( 9-11- 1) |  42                    ChamplinPark        1770.28   1132.37   1.56    (12- 8- 0) 
43  MN  HS   995.2697                      Brainerd       MSHSL   8 AA     21  ( 8-11- 2) |  43                      HolyAngels        1629.71    850.96   1.92    (13- 7- 0) 
44  MN  HS   995.1979                    ForestLake       MSHSL   7 AA     21  (12- 6- 3) |  44                      Alexandria        1594.85    777.08   2.05    (14- 7- 0) 
45  MN  HS   995.0678                        Delano       MSHSL   2  A     20  (14- 6- 0) |  45                        Brainerd        1404.73   1753.61   0.80    ( 8-11- 2) 
46  MN  HS   995.0356                   LittleFalls       MSHSL   6  A     22  (17- 4- 1) |  46                    St.LouisPark        1346.74    866.02   1.56    (12- 8- 0) 
47  MN  HS   995.0022          BloomingtonJefferson       MSHSL   3 AA     20  ( 7-13- 0) |  47                       EastRidge        1206.84   1376.55   0.88    ( 9-11- 1) 
48  MN  HS   994.8964               ThiefRiverFalls       MSHSL   8  A     21  (12- 8- 1) |  48                      Farmington(MN)    1063.09   1949.94   0.55    ( 6-13- 2) 
49  MN  HS   994.8646                 DuluthDenfeld       MSHSL   7  A     21  (16- 4- 1) |  49            BloomingtonJefferson         952.22   1626.41   0.59    ( 7-13- 0) 
50  MN  HS   994.8378                    Farmington(MN)   MSHSL   1 AA     21  ( 6-13- 2) |  50                 ThiefRiverFalls         883.64    583.43   1.51    (12- 8- 1) 

51  MN  HS   994.8236                  Totino-Grace       MSHSL   5 AA     20  ( 7-12- 1) |  51                    Totino-Grace         848.22   1311.63   0.65    ( 7-12- 1) 
52  MN  HS   994.7401                    Alexandria       MSHSL   6  A     21  (14- 7- 0) |  52                     LittleFalls         829.13    216.18   3.84    (17- 4- 1) 
53  MN  HS   994.6300                 GentryAcademy       MSHSL   4  A     20  (16- 4- 0) |  53                      Monticello         821.15    364.56   2.25    (14- 6- 1) 
54  MN  HS   994.5698                  ChamplinPark       MSHSL   5 AA     20  (12- 8- 0) |  54              ElkRiver/Zimmerman         816.18   1333.61   0.61    ( 8-14- 0) 
55  MN  HS   994.5365              RochesterCentury       MSHSL   1 AA     20  (15- 4- 1) |  55                          Rogers         804.22    699.89   1.15    (10- 9- 1) 
56  MN  HS   994.3602                      Owatonna       MSHSL   1 AA     19  (15- 4- 0) |  56                   GentryAcademy         774.31    197.95   3.91    (16- 4- 0) 
57  MN  HS   994.3497                      Greenway       MSHSL   7  A     19  ( 7-12- 0) |  57                        Owatonna         705.51    192.26   3.67    (15- 4- 0) 
58  MN  HS   994.2654              Armstrong/Cooper       MSHSL   2  A     20  ( 9-10- 1) |  58                RochesterCentury         645.76    191.04   3.38    (15- 4- 1) 
59  MN  HS   994.1704                        Rogers       MSHSL   8 AA     20  (10- 9- 1) |  59                  St.PaulJohnson         625.73    198.49   3.15    (16- 5- 0) 
60  MN  HS   994.0762                       Buffalo(MN)   MSHSL   8 AA     21  ( 5-16- 0) |  60                        Greenway         608.38    972.22   0.63    ( 7-12- 0) 

61  MN  HS   994.0185                    Monticello       MSHSL   0  A     21  (14- 6- 1) |  61                      MoundsView         581.59    823.16   0.71    ( 8-12- 0) 
62  MN  HS   993.8226               Eveleth-Gilbert       MSHSL   7  A     22  (15- 7- 0) |  62              ParkofCottageGrove         551.35    907.82   0.61    ( 7-13- 2) 
63  MN  HS   993.8101            ParkofCottageGrove       MSHSL   3 AA     22  ( 7-13- 2) |  63                         Buffalo(MN)     504.43   1447.03   0.35    ( 5-16- 0) 
64  MN  HS   993.7113                St.PaulJohnson       MSHSL   4  A     21  (16- 5- 0) |  64                           Breck         452.06    360.51   1.25    (11- 9- 0) 
65  MN  HS   993.6381                      Shakopee       MSHSL   2 AA     20  ( 4-15- 1) |  65                 Eveleth-Gilbert         392.82    183.97   2.14    (15- 7- 0) 
66  MN  HS   993.6334                      Woodbury       MSHSL   4 AA     21  ( 6-14- 1) |  66                        Woodbury         359.61    746.44   0.48    ( 6-14- 1) 
67  MN  HS   993.5072                 MoundWestonka       MSHSL   2  A     22  (13- 8- 1) |  67                     NorthBranch         335.42     87.66   3.83    (16- 4- 0) 
68  MN  HS   993.4877                         Breck       MSHSL   2  A     20  (11- 9- 0) |  68                   MoundWestonka         329.20    206.07   1.60    (13- 8- 1) 
69  MN  HS   993.2884                    MoundsView       MSHSL   4 AA     20  ( 8-12- 0) |  69                          Tartan         313.91    279.51   1.12    (11-10- 0) 
70  MN  HS   993.1905                   NorthBranch       MSHSL   5  A     20  (16- 4- 0) |  70                       Roseville         311.71    586.59   0.53    ( 7-14- 0) 

71  MN  HS   993.0469                  PineCityArea       MSHSL   5  A     22  (17- 5- 0) |  71                Armstrong/Cooper         307.32    329.76   0.93    ( 9-10- 1) 
72  MN  HS   993.0036                        Tartan       MSHSL   4  A     21  (11-10- 0) |  72                    SouthSt.Paul         297.74    317.74   0.94    ( 9-10- 3) 
73  MN  HS   992.8359                     Roseville       MSHSL   4 AA     21  ( 7-14- 0) |  73                      Hutchinson         261.63    146.15   1.79    (13- 7- 1) 
74  MN  HS   992.8245                         Osseo       MSHSL   5 AA     20  ( 9-11- 0) |  74                        Irondale         249.43    580.59   0.43    ( 6-15- 0) 
75  MN  HS   992.8187                   Minneapolis       MSHSL   2  A     20  ( 9- 9- 2) |  75                           Osseo         243.09    288.25   0.84    ( 9-11- 0) 
76  MN  HS   992.8057                   AppleValley       MSHSL   3 AA     21  ( 6-14- 1) |  76                      RiverLakes         218.13    148.30   1.47    (12- 8- 1) 
77  MN  HS   992.8000                    RiverLakes       MSHSL   6  A     21  (12- 8- 1) |  77                     AppleValley         216.51    455.08   0.48    ( 6-14- 1) 
78  MN  HS   992.6217                    Hutchinson       MSHSL   3  A     21  (13- 7- 1) |  78                    PineCityArea         200.87     61.97   3.24    (17- 5- 0) 
79  MN  HS   992.5947                       Bemidji       MSHSL   8 AA     21  ( 4-17- 0) |  79                      Northfield(MN)     194.79    120.92   1.61    (13- 8- 0) 
80  MN  HS   992.5815                     NewPrague       MSHSL   2 AA     21  ( 5-13- 3) |  80                     Minneapolis         192.64    190.09   1.01    ( 9- 9- 2) 

81  MN  HS   992.5758                  SouthSt.Paul       MSHSL   4  A     22  ( 9-10- 3) |  81                        Shakopee         181.48    571.36   0.32    ( 4-15- 1) 
82  MN  HS   992.3812                    Chanhassen       MSHSL   2 AA     20  ( 7-13- 0) |  82                     DodgeCounty         149.36     52.29   2.86    (15- 5- 0) 
83  MN  HS   992.3689                   MankatoWest       MSHSL   1  A     20  (13- 7- 0) |  83                          Simley         139.78    165.04   0.85    (10-12- 0) 
84  MN  HS   992.2632                        Simley       MSHSL   4  A     22  (10-12- 0) |  84                         Bemidji         130.67    502.59   0.26    ( 4-17- 0) 
85  MN  HS   992.2108                St.PaulAcademy       MSHSL   4  A     21  ( 9-11- 1) |  85                      Chanhassen         128.90    230.30   0.56    ( 7-13- 0) 
86  MN  HS   992.1973                    Northfield(MN)   MSHSL   1 AA     21  (13- 8- 0) |  86              InternationalFalls         124.06     85.37   1.45    (12- 8- 1) 
87  MN  HS   992.1056                   MankatoEast       MSHSL   1  A     21  ( 9-11- 1) |  87                       NewPrague         119.24    254.20   0.47    ( 5-13- 3) 
88  MN  HS   992.0350                      Irondale       MSHSL   4 AA     21  ( 6-15- 0) |  88                     MankatoWest         117.62     65.06   1.81    (13- 7- 0) 
89  MN  HS   991.9060                   DodgeCounty       MSHSL   1  A     20  (15- 5- 0) |  89                     MankatoEast         106.06    126.88   0.84    ( 9-11- 1) 
90  MN  HS   991.9040            Sartell-St.Stephen       MSHSL   6  A     23  ( 5-16- 2) |  90                  St.PaulAcademy         105.32    126.08   0.84    ( 9-11- 1) 

91  MN  HS   991.7970                        NewUlm       MSHSL   3  A     22  (15- 6- 1) |  91        Litchfield/Dassel-Cokato         105.18    114.56   0.92    (10-11- 1) 
92  MN  HS   991.7158                     Princeton(MN)   MSHSL   5  A     20  ( 9-10- 1) |  92              Sartell-St.Stephen         104.35    280.61   0.37    ( 5-16- 2) 
93  MN  HS   991.6545      Litchfield/Dassel-Cokato       MSHSL   3  A     22  (10-11- 1) |  93                          NewUlm          96.68     42.35   2.28    (15- 6- 1) 
94  MN  HS   991.5933                KittsonCentral       MSHSL   8  A     20  (13- 7- 0) |  94                      St.Francis(MN)      95.78     79.95   1.20    (11- 9- 1) 
95  MN  HS   991.5114            InternationalFalls       MSHSL   7  A     21  (12- 8- 1) |  95                     FergusFalls          89.26    105.86   0.84    (10-12- 1) 
96  MN  HS   991.4451                    St.Francis(MN)   MSHSL   5  A     21  (11- 9- 1) |  96                        Marshall          71.75     39.52   1.82    (15- 8- 0) 
97  MN  HS   991.2901                   FergusFalls       MSHSL   6  A     23  (10-12- 1) |  97                  KittsonCentral          71.38     39.89   1.79    (13- 7- 0) 
98  MN  HS   991.2238                      Marshall       MSHSL   3  A     23  (15- 8- 0) |  98                       Faribault          65.89     34.33   1.92    (13- 6- 2) 
99  MN  HS   991.1710                     Faribault       MSHSL   1  A     21  (13- 6- 2) |  99                    DetroitLakes          64.35     54.46   1.18    (11- 9- 2) 
100 MN  HS   991.1422                       Hopkins       MSHSL   6 AA     20  ( 5-13- 2) |  100                   RedLakeFalls          63.90     27.07   2.36    (15- 6- 0) 

101 MN  HS   990.9593              Hibbing/Chisholm       MSHSL   7  A     21  ( 3-18- 0) |  101                      Princeton(MN)      63.03     70.01   0.90    ( 9-10- 1) 
102 MN  HS   990.8372            BloomingtonKennedy       MSHSL   2  A     21  ( 6-15- 0) |  102   SouthwestChristian/Richfield          59.84     50.03   1.20    (10- 8- 2) 
103 MN  HS   990.7836                 NorthernLakes       MSHSL   5  A     21  (12- 8- 1) |  103                        Hopkins          58.42    132.37   0.44    ( 5-13- 2) 
104 MN  HS   990.7430  SouthwestChristian/Richfield       MSHSL   2  A     20  (10- 8- 2) |  104                  Morris/Benson          57.30     15.95   3.59    (16- 4- 0) 
105 MN  HS   990.7258                       Proctor       MSHSL   7  A     21  ( 9-12- 0) |  105     Virginia/MountainIron-Buhl          55.46    134.52   0.41    ( 5-14- 2) 
106 MN  HS   990.7020                  DetroitLakes       MSHSL   8  A     22  (11- 9- 2) |  106                  NorthernLakes          53.97     37.94   1.42    (12- 8- 1) 
107 MN  HS   990.6704                         Anoka       MSHSL   7 AA     20  ( 3-16- 1) |  107                   ChisagoLakes          53.66     49.75   1.08    (11-10- 0) 
108 MN  HS   990.5568    Virginia/MountainIron-Buhl       MSHSL   7  A     21  ( 5-14- 2) |  108                         Waseca          37.82     18.66   2.03    (13- 6- 0) 
109 MN  HS   990.3775                  RedLakeFalls       MSHSL   8  A     21  (15- 6- 0) |  109                 MinnesotaRiver          37.71     29.89   1.26    (13-10- 0) 
110 MN  HS   990.2456                 Morris/Benson       MSHSL   6  A     20  (16- 4- 0) |  110                        Luverne          37.49     22.45   1.67    (14- 8- 0) 

111 MN  HS   990.0658                  ChisagoLakes       MSHSL   5  A     21  (11-10- 0) |  111                      AlbertLea          35.32     44.26   0.80    ( 8-10- 1) 
112 MN  HS   989.9631                    NorthShore       MSHSL   7  A     22  ( 7-15- 0) |  112                        Waconia          33.18     81.35   0.41    ( 6-15- 0) 
113 MN  HS   989.9061                       Waconia       MSHSL   2  A     21  ( 6-15- 0) |  113             BloomingtonKennedy          33.15     81.34   0.41    ( 6-15- 0) 
114 MN  HS   989.8067                     AlbertLea       MSHSL   1  A     19  ( 8-10- 1) |  114              ProvidenceAcademy          28.21     35.56   0.79    ( 8-10- 1) 
115 MN  HS   989.8063             ProvidenceAcademy       MSHSL   2  A     19  ( 8-10- 1) |  115                    Mora/Milaca          27.98     18.15   1.54    (13- 8- 0) 
116 MN  HS   989.7958                 RochesterMayo       MSHSL   1 AA     20  ( 5-15- 0) |  116                          Anoka          26.60    118.87   0.22    ( 3-16- 1) 
117 MN  HS   989.7539                DuluthMarshall       MSHSL   7 AA     21  ( 3-18- 0) |  117                        Proctor          24.65     33.49   0.74    ( 9-12- 0) 
118 MN  HS   989.7052                     Crookston       MSHSL   8  A     21  ( 2-19- 0) |  118                 DuluthMarshall          21.73    122.58   0.18    ( 3-18- 0) 
119 MN  HS   989.5868                   HenrySibley       MSHSL   4  A     20  ( 5-14- 1) |  119          Breckenridge/Wahpeton          21.43     15.13   1.42    (12- 8- 0) 
120 MN  HS   989.4351                       Luverne       MSHSL   3  A     22  (14- 8- 0) |  120               Hibbing/Chisholm          18.61    105.54   0.18    ( 3-18- 0) 

121 MN  HS   989.3830                   Mora/Milaca       MSHSL   5  A     21  (13- 8- 0) |  121                  RochesterMayo          17.23     51.17   0.34    ( 5-15- 0) 
122 MN  HS   989.2171         RochesterJohnMarshall       MSHSL   1 AA     20  ( 4-16- 0) |  122                     NorthShore          15.76     34.07   0.46    ( 7-15- 0) 
123 MN  HS   989.2030                        Waseca       MSHSL   1  A     19  (13- 6- 0) |  123                 SpringLakePark          15.61     39.15   0.40    ( 6-15- 0) 
124 MN  HS   988.9565                       RedWing       MSHSL   4  A     20  ( 6-14- 0) |  124                         Winona          15.47     16.13   0.96    (10-10- 1) 
125 MN  HS   988.9361                MinnesotaRiver       MSHSL   1  A     23  (13-10- 0) |  125                    HenrySibley          11.60     30.82   0.38    ( 5-14- 1) 
126 MN  HS   988.5955                    CoonRapids       MSHSL   5 AA     19  ( 2-17- 0) |  126                SaukRapids-Rice           9.85     24.94   0.40    ( 6-15- 0) 
127 MN  HS   988.5797                        Winona       MSHSL   1  A     21  (10-10- 1) |  127               Wadena-DeerCreek           9.43     18.65   0.51    ( 7-14- 1) 
128 MN  HS   988.5259         Breckenridge/Wahpeton       MSHSL   6  A     20  (12- 8- 0) |  128          RochesterJohnMarshall           8.76     34.89   0.25    ( 4-16- 0) 
129 MN  HS   988.4901              Wadena-DeerCreek       MSHSL   6  A     22  ( 7-14- 1) |  129                 LakeoftheWoods           8.56     21.75   0.39    ( 6-15- 0) 
130 MN  HS   988.4158           St.PaulHighlandPark       MSHSL   4  A     20  ( 7-13- 0) |  130            St.PaulHighlandPark           7.63     14.61   0.52    ( 7-13- 0) 

131 MN  HS   988.3171               SaukRapids-Rice       MSHSL   5  A     21  ( 6-15- 0) |  131                        RedWing           6.84     16.35   0.42    ( 6-14- 0) 
132 MN  HS   988.1067                SpringLakePark       MSHSL   5 AA     21  ( 6-15- 0) |  132                     CoonRapids           6.72     54.65   0.12    ( 2-17- 0) 
133 MN  HS   988.0072              MinnehahaAcademy       MSHSL   4 AA     20  ( 3-17- 0) |  133                  PrairieCentre           6.46     15.77   0.41    ( 6-15- 1) 
134 MN  HS   987.7116                LakeoftheWoods       MSHSL   8  A     21  ( 6-15- 0) |  134                      Crookston           5.97     54.42   0.11    ( 2-19- 0) 
135 MN  HS   987.6157                 PrairieCentre       MSHSL   6  A     22  ( 6-15- 1) |  135               MinnehahaAcademy           5.77     32.45   0.18    ( 3-17- 0) 
136 MN  HS   987.4082                       Willmar       MSHSL   3  A     21  ( 1-19- 1) |  136                         Windom           5.04     10.86   0.46    ( 6-13- 1) 
137 MN  HS   986.8087                        Windom       MSHSL   3  A     20  ( 6-13- 1) |  137               Cambridge-Isanti           4.70     19.06   0.25    ( 4-16- 0) 
138 MN  HS   986.3201              Cambridge-Isanti       MSHSL   5  A     20  ( 4-16- 0) |  138                       Fairmont           2.12      9.15   0.23    ( 4-17- 0) 
139 MN  HS   986.2024              RochesterLourdes       MSHSL   1  A     23  ( 0-23- 0) |  139                     ParkRapids           1.97      8.53   0.23    ( 4-17- 0) 
140 MN  HS   986.1600                   Worthington       MSHSL   3  A     21  ( 3-18- 0) |  140                    Worthington           1.81     10.93   0.17    ( 3-18- 0) 

141 MN  HS   986.0704                Becker/BigLake       MSHSL   5  A     21  ( 2-19- 0) |  141                 Becker/BigLake           1.77     16.57   0.11    ( 2-19- 0) 
142 MN  HS   985.3686                      Fairmont       MSHSL   3  A     21  ( 4-17- 0) |  142                 Bagley/Fosston           1.36      3.69   0.37    ( 5-13- 0) 
143 MN  HS   984.9781                    ParkRapids       MSHSL   8  A     21  ( 4-17- 0) |  143                        Willmar           1.32     16.86   0.08    ( 1-19- 1) 
144 MN  HS   984.9117                Bagley/Fosston       MSHSL   8  A     18  ( 5-13- 0) |  144                  MooseLakeArea         0.7037      3.09   0.23    ( 4-17- 0) 
145 MN  HS   984.8106                 RedwoodValley       MSHSL   3  A     20  ( 2-18- 0) |  145                            Ely         0.6536      2.75   0.24    ( 3-12- 0) 
146 MN  HS   984.6984              LaCrescent-Hokah       MSHSL   1  A     18  ( 4-12- 2) |  146                  RedwoodValley         0.6433      5.88   0.11    ( 2-18- 0) 
147 MN  HS   984.1365                 MooseLakeArea       MSHSL   5  A     21  ( 4-17- 0) |  147               LaCrescent-Hokah         0.2335      0.65   0.36    ( 4-12- 2) 
148 MN  HS   983.6106                        Austin       MSHSL   1  A     18  ( 1-17- 0) |  148                         Austin         0.1927      3.31   0.06    ( 1-17- 0) 
149 MN  HS   982.8580                           Ely       MSHSL   7  A     15  ( 3-12- 0) |  149               RochesterLourdes         0.0305     38.71   0.00    ( 0-23- 0) 

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