2017-18 LSQRank : Girls HS - updated Jan 08

Discussion of Minnesota Girls High School Hockey

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LSQRANK
Posts: 162
Joined: Sat Nov 22, 2014 1:05 am

2017-18 LSQRank : Girls HS - updated Jan 08

Post by LSQRANK » Mon Jan 08, 2018 9:26 pm

Below are the latest results updated as of Jan08th, 2018. There are a few scores in the data set that are using the raw game score since those games have not had their game scores sheets uploaded yet, but I think the difference in the rating profile would be minimal. So why is Edina rated slightly higher than Blake? Has to do with their score differentials with common opponents and the strength of their sub-networks that make up their opponents and opponents-opponents, etc. Looking through each schedule, Blake had a tie with Wayzata which has lost more than a few games. But more importantly, the least square solution solves for the best fitting rating that minimizes the residuals when you have situations like Team_A beating Team_B, Team_B beating Team_C and Team_C beating Team_A. Right or Wrong in the eyes of a few rabid Blake fans, Edina is rating first for now. The head to head match up in a week or so from now will be interesting. (hopefully not a tie game). - enjoy

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LSQRank Rating Profile

Network:  North Central NA [MB/NON/ND/SD/MN/WI/IL/MI]
Age:      Girls High School
Updated:  Jan 08, 2018 
                                                                                           Std
                                                                                           Dev
LSQRANK State Tier Score                                       Team           LG  SEC CLS  Sxx    Qxx
=====================================================================================================================
     1  MN     HS  1000.0000                                   Edina      MnHSHL   6  AA  0.876  0.1330
     2  MN     HS   999.4850                                   Blake      MnHSHL   6  AA  0.879  0.1286
     3  MN     HS   999.2231                              Centennial      MnHSHL   5  AA  0.897  0.1337
     4  MN     HS   998.7546                             Hill-Murray      MnHSHL   4  AA  0.871  0.1263
     5  MN     HS   997.5170                              Farmington      MnHSHL   1  AA  0.939  0.1467
     6  MN     HS   997.4437                                 Andover      MnHSHL   7  AA  0.939  0.1467
     7  MN     HS   997.3273                              MapleGrove      MnHSHL   5  AA  0.884  0.1299
     8  MN     HS   997.3224                              Minnetonka      MnHSHL   2  AA  0.912  0.1383
     9  MN     HS   997.3057                                  Blaine      MnHSHL   5  AA  0.942  0.1474
    10  MN     HS   997.1898                                 Warroad      MnHSHL   8   A  0.926  0.1427
	
    11  MN     HS   997.0567                                   Eagan      MnHSHL   3  AA  0.903  0.1355
    12  MN     HS   997.0291                             EdenPrairie      MnHSHL   2  AA  0.887  0.1309
    13  MN     HS   996.8932                                   Breck      MnHSHL   5   A  0.881  0.1290
    14  MN     HS   996.6629                          LakevilleSouth      MnHSHL   1  AA  0.931  0.1441
    15  MN     HS   996.6033                                 Wayzata      MnHSHL   6  AA  0.892  0.1325
    16  MN     HS   996.3926                              ForestLake      MnHSHL   7  AA  0.934  0.1450
    17  MN     HS   996.3251                                  Roseau      MnHSHL   8  AA  0.921  0.1410
    18  MN     HS   995.8279                    Brainerd/LittleFalls      MnHSHL   8  AA  0.882  0.1293
    19  MN     HS   995.8148                                Shakopee      MnHSHL   2  AA  0.924  0.1421
    20  MN     HS   995.7607                          LakevilleNorth      MnHSHL   1  AA  0.940  0.1470
	
    21  MN     HS   995.5803                           WhiteBearLake      MnHSHL   4  AA  0.895  0.1332
    22  MN     HS   995.4138                       Cretin-DerhamHall      MnHSHL   6  AA  0.902  0.1354
    23  MN     HS   995.4078                                   Anoka      MnHSHL   5  AA  0.927  0.1430
    24  MN     HS   995.3759                      ElkRiver/Zimmerman      MnHSHL   7  AA  0.933  0.1447
    25  MN     HS   995.1193                             SouthStPaul      MnHSHL   4   A  0.913  0.1387
    26  MN     HS   995.0782                             AppleValley      MnHSHL   3  AA  0.923  0.1417
    27  MN     HS   995.0728                      HolyFamily/Waconia      MnHSHL   2  AA  0.910  0.1378
    28  MN     HS   994.9944                           St.PaulUnited      MnHSHL   4   A  0.893  0.1325
    29  MN     HS   994.9734                    GrandRapids/Greenway      MnHSHL   7  AA  0.879  0.1286
    30  WI     HS   994.8012                                  Hudson      WiHSHL   0   A  1.017  0.1719
	
    31  MN     HS   994.7836                    Hopkins/St.LouisPark      MnHSHL   6  AA  0.879  0.1286
    32  MN     HS   994.7333                                  Rogers      MnHSHL   5  AA  0.914  0.1390
    33  MN     HS   994.6627                                Eastview      MnHSHL   3  AA  0.902  0.1353
    34  MN     HS   994.6340                                 RedWing      MnHSHL   1   A  0.941  0.1472
    35  MN     HS   994.5142                       NorthWrightCounty      MnHSHL   8  AA  0.932  0.1445
    36  MN     HS   994.4419                              Burnsville      MnHSHL   3  AA  0.921  0.1411
    37  WI     HS   994.4097                       EauClaire-Altoona      WiHSHL   0   A  1.086  0.1960
    38  MN     HS   994.4069                              Alexandria      MnHSHL   6   A  0.924  0.1420
    39  MN     HS   994.4005                 ChamplinPark/CoonRapids      MnHSHL   5  AA  0.930  0.1439
    40  MN     HS   994.2100                              MoundsView      MnHSHL   4  AA  0.931  0.1442
	
    41  MN     HS   994.0460                      Proctor/Hermantown      MnHSHL   7   A  0.872  0.1264
    42  ND     HS   994.0320                        FargoNorth/South      NDHSHL   0   A  1.035  0.1783
    43  MN     HS   993.8631                               PriorLake      MnHSHL   2  AA  0.923  0.1415
    44  MN     HS   993.7921                         ThiefRiverFalls      MnHSHL   8   A  0.968  0.1558
    45  MN     HS   993.7535                          EastGrandForks      MnHSHL   8   A  0.974  0.1578
    46  MN     HS   993.7425                             DodgeCounty      MnHSHL   1  AA  0.923  0.1416
    47  MN     HS   993.7073                       Chaska/Chanhassen      MnHSHL   2  AA  0.915  0.1392
    48  MN     HS   993.7047                                St.Cloud      MnHSHL   8  AA  0.924  0.1420
    49  MN     HS   993.5009                Cambridge-Isanti/Mora/PC      MnHSHL   7  AA  0.923  0.1417
    50  MN     HS   993.3426                      ParkofCottageGrove      MnHSHL   3  AA  0.935  0.1453
	
    51  MN     HS   993.3225                          DuluthMarshall      MnHSHL   7   A  0.915  0.1393
    52  MN     HS   993.3013                               NewPrague      MnHSHL   2  AA  0.923  0.1416
    53  MN     HS   993.2985                         Delano/Rockford      MnHSHL   2   A  0.919  0.1406
    54  MN     HS   993.1304                   Benilde-St.Margaret's      MnHSHL   6  AA  0.901  0.1350
    55  MN     HS   993.1049                        RochesterLourdes      MnHSHL   1   A  0.900  0.1348
    56  MN     HS   993.0833                               Mahtomedi      MnHSHL   4   A  0.915  0.1391
    57  MN     HS   992.9932                               Roseville      MnHSHL   4  AA  0.916  0.1394
    58  MN     HS   992.9772                              Stillwater      MnHSHL   4  AA  0.918  0.1402
    59  MN     HS   992.9699                               EastRidge      MnHSHL   3  AA  0.919  0.1405
    60  MN     HS   992.9515                                   Orono      MnHSHL   5   A  0.909  0.1375
	
    61  MN     HS   992.9223                                  NewUlm      MnHSHL   2   A  0.953  0.1511
    62  MN     HS   992.8740                        Hibbing/Chisholm      MnHSHL   7   A  0.915  0.1391
    63  ND     HS   992.7836                                Bismarck      NDHSHL   0   A  1.088  0.1968
    64  MN     HS   992.7426                  St.Francis/NorthBranch      MnHSHL   7  AA  0.939  0.1465
    65  MN     HS   992.5856                      Sartell/SaukRapids      MnHSHL   8  AA  0.925  0.1423
    66  MN     HS   992.5487                                  Duluth      MnHSHL   7  AA  0.864  0.1241
    67  MN     HS   992.5185                             FergusFalls      MnHSHL   6   A  0.917  0.1398
    68  MN     HS   992.5115                          SpringLakePark      MnHSHL   5  AA  0.912  0.1384
    69  MN     HS   992.5051                    Cloquet-Esko-Carlton      MnHSHL   7   A  0.941  0.1471
    70  MN     HS   992.4861                    BloomingtonJefferson      MnHSHL   2  AA  0.882  0.1293
	
    71  MN     HS   992.4156                               Princeton      MnHSHL   7  AA  0.902  0.1352
    72  WI     HS   992.2870                          St.CroixValley      WiHSHL   0   A  1.032  0.1772
    73  ON     T2   992.2818                   ThunderBayQueens17U_A    CANTier2   0   A  1.672  0.4650
    74  MN     HS   992.1576                                 Buffalo      MnHSHL   8  AA  0.905  0.1362
    75  MN     HS   992.1495                              Hutchinson      MnHSHL   2   A  0.942  0.1476
    76  NY     T2   992.0535                      StLawrenceSteel19U       USAT2   0  AA  2.910  1.4077
    77  MN     HS   992.0118                              Northfield      MnHSHL   1  AA  0.925  0.1424
    78  MN     HS   991.9860                           MoundWestonka      MnHSHL   2   A  0.939  0.1467
    79  WI     T1   991.9233                  MilwaukeeJrAdmirals16U       USAT1   0 AAA  2.082  0.7208
    80  SD     T2   991.8750                      TeamSouthDakota19U       USAT2   0  AA  2.129  0.7540
	
    81  MN     HS   991.8383                           RochesterMayo      MnHSHL   1  AA  0.973  0.1573
    82  WI     HS   991.8167                        CentralWisconsin      WiHSHL   0   A  1.040  0.1799
    83  WI     HS   991.8054                              RockCounty      WiHSHL   0   A  1.062  0.1877
    84  MN     HS   991.7936                              RiverLakes      MnHSHL   6   A  0.927  0.1429
    85  MB     HS   991.7634                         St.Mary'sFlames      WWHSHL   0   A  1.651  0.4533
    86  MN     HS   991.6085                             Minneapolis      MnHSHL   5   A  0.921  0.1409
    87  MN     HS   991.5280                                Moorhead      MnHSHL   8  AA  0.955  0.1517
    88  ON     HS   991.5059                             FortFrances      ONHSHL   0   A  1.206  0.2419
    89  MN     HS   991.3704                                Owatonna      MnHSHL   1  AA  1.002  0.1670
    90  MN     HS   991.0828                                 Willmar      MnHSHL   6   A  0.934  0.1449
	
    91  MN     HS   990.9758                      InternationalFalls      MnHSHL   7   A  0.946  0.1487
    92  WI     HS   990.9490                             USMWildcats      WiHSHL   0   A  1.070  0.1903
    93  ND     HS   990.8948                         WestFargoUnited      NDHSHL   0   A  1.035  0.1780
    94  MN     HS   990.7819                              HolyAngels      MnHSHL   5   A  0.932  0.1445
    95  MN     HS   990.7457                                  Simley      MnHSHL   4   A  0.932  0.1444
    96  MN     HS   990.7348                           MooseLakeArea      MnHSHL   7   A  0.938  0.1462
    97  MN     HS   990.7346                            Totino-Grace      MnHSHL   5   A  0.930  0.1438
    98  WI     HS   990.6764                                 BayArea      WiHSHL   0   A  1.041  0.1803
    99  ND     HS   990.6309                             FargoDavies      NDHSHL   0   A  1.080  0.1939
   100  WI     HS   990.5461                                Warbirds      WiHSHL   0   A  1.117  0.2073
   
   101  ON     T2   990.5266                    ThunderBayFury17U_BB    CANTier2   0  BB  1.875  0.5847
   102  MN     HS   990.5110                        Osseo/ParkCenter      MnHSHL   6  AA  0.942  0.1476
   103  MN     HS   990.4452                     NorthSt.Paul/Tartan      MnHSHL   4  AA  0.929  0.1436
   104  CA     T2   990.4198                  SanJoseJrSharks(#1)19U       USAT2   0  AA  2.840  1.3409
   105  MB     HS   990.4060                           DakotaLancers      WWHSHL   0   A  1.633  0.4432
   106  MN     HS   990.3988                                Hastings      MnHSHL   3  AA  0.919  0.1405
   107  IL     HS   990.3716                             NewTrier(V)       ILAHA   0   A  1.952  0.6334
   108  WI     HS   990.3665                            HaywardCo-Op      WiHSHL   0   A  1.033  0.1774
   109  ON     HS   990.2465                        St.ThomasAquinas    NorWossa   0   A  1.462  0.3554
   110  WI     HS   990.2454                          WisValleyUnion      WiHSHL   0   A  1.124  0.2102
   
   111  MB     HS   990.1745                           SelkirkRoyals      WWHSHL   0   A  1.570  0.4097
   112  WI     HS   990.1623                              WesternWis      WiHSHL   0   A  1.074  0.1918
   113  TX     T1   990.0938                     DallasStarsElite19U       USAT1   0 AAA  2.035  0.6888
   114  MN     HS   990.0595                             HenrySibley      MnHSHL   4   A  0.949  0.1498
   115  MN     HS   990.0571                            ChisagoLakes      MnHSHL   5   A  0.926  0.1425
   116  MN     HS   990.0564                               Faribault      MnHSHL   1   A  0.978  0.1589
   117  ON     HS   990.0208                                  Dryden    NorWossa   0   A  1.457  0.3529
   118  MB     HS   989.9510                            CJSOlympiens      WWHSHL   0   A  1.565  0.4074
   119  WI     HS   989.9094                          CapCityCougars      WiHSHL   0   A  1.043  0.1809
   120  WI     HS   989.8859                         BlackRiverFalls      WiHSHL   0   A  1.138  0.2152
   
   121  MB     HS   989.8831                              VMCTrojans      WWHSHL   0   A  1.539  0.3939
   122  WI     HS   989.7202                          FoxCitiesStars      WiHSHL   0   A  1.102  0.2021
   123  MI     T2   989.6589                    Marquette(Kivela)19U       USAT2   0  AA  1.218  0.2467
   124  IL     HS   989.5481                           LoyolaAcademy       ILAHA   0   A  1.952  0.6334
   125  MN     HS   989.5248                                Irondale      MnHSHL   4  AA  0.924  0.1421
   126  ON     T2   989.4835                  SudburyLadyWolves20U_A       CANT2   0   A  2.310  0.8875
   127  MN     HS   989.4666                         MinnehahaUnited      MnHSHL   6  AA  0.951  0.1502
   128  MN     HS   989.3739                               Rosemount      MnHSHL   3  AA  0.938  0.1463
   129  IL     HS   989.1907                          GlenbrookSouth       ILAHA   0   A  1.966  0.6425
   
   130  ON     T2   989.1292                  SarniaJrLadySting17U_A    CANTier2   0   B  1.768  0.5200
   131  MN     HS   989.0608             RobbinsdaleArmstrong/Cooper      MnHSHL   6  AA  0.937  0.1460
   132  MB     HS   989.0277                             CSHCHuskies      WWHSHL   0   B  1.587  0.4189
   133  ON     T2   989.0259               CambridgeRoadrunners17U_A       CANT2   0   A  1.844  0.5653
   134  MI     T2   988.9835         KensingtonValleyRavens(Hall)19U       USAT2   0  AA  1.526  0.3875
   135  IL     HS   988.9599                                 Fenwick       ILAHA   0   A  1.966  0.6425
   136  MN     HS   988.9501                              NorthShore      MnHSHL   7   A  0.947  0.1491
   137  IL     T2   988.8851                     NapervilleSabres19U       USAT2   0  AA  1.492  0.3700
   138  MI     T2   988.8505                       LivoniaKnights16U       USAT2   0  AA  1.513  0.3807
   139  MB     HS   988.7411                          OakParkRaiders      WWHSHL   0   A  1.637  0.4456
   140  ON     T2   988.7355                      KanataRangers17U_A       CANT2   0   A  2.898  1.3967
   
   141  MB     HS   988.7267                               PCISaints      WWHSHL   0   B  1.600  0.4260
   142  MN     HS   988.6353                                Marshall      MnHSHL   3   A  0.973  0.1575
   143  MN     HS   988.6091                           PrairieCentre      MnHSHL   6   A  0.954  0.1514
   144  AK     T2   988.5999           AnchorageNorthStars(Tier2)16U       USAT2   0  AA  2.060  0.7054
   145  MN     HS   988.5309                         Eveleth-Gilbert      MnHSHL   7   A  0.939  0.1465
   146  IL     T2   988.4677                  HighlandParkFalcons16U       USAT2   0  AA  1.586  0.4182
   147  MN     HS   988.4143                                Woodbury      MnHSHL   4  AA  0.936  0.1457
   148  WI     HS   988.3416                        SuperiorSpartans      WiHSHL   0   A  1.036  0.1785
   149  MN     HS   988.3063                                 Bemidji      MnHSHL   8  AA  0.917  0.1398
   150  WI     HS   988.2275                 ChippewaFalls/Menomonie      WiHSHL   0   A  1.071  0.1907
   
   151  WI     HS   988.1428                                Onalaska      WiHSHL   0   A  1.081  0.1942
   152  MN     HS   987.9909                             MankatoWest      MnHSHL   3   A  0.951  0.1505
   153  ON     T2   987.9835                     ChathamOutlaws17U_A       CANT2   0   A  2.310  0.8875
   154  NY     T2   987.9835                       AmherstKnights19U       USAT2   0  AA  2.889  1.3875
   155  ND     HS   987.9310                                   Minot      NDHSHL   0   A  1.077  0.1930
   156  MI     T2   987.9233   KensingtonValleyRavens(Wainwright)16U       USAT2   0  AA  1.527  0.3875
   157  DE     T2   987.8860                  DelawareLadyQuakers16U       USAT2   0  AA  2.895  1.3936
   158  MB     HS   987.8538                        RiverEastKodiaks      WWHSHL   0   B  1.656  0.4558
   159  IL     HS   987.7291                             NaperValley       ILAHA   0   A  1.966  0.6425
   160  SD     HS   987.7097                                Aberdeen      SDHSHL   0   A  1.886  0.5914
   
   161  MN     HS   987.6764                             MankatoEast      MnHSHL   3   A  0.998  0.1657
   162  MB     HS   987.6391                          KelvinClippers      WWHSHL   0   B  1.648  0.4515
   163  WI     HS   987.6216                              Brookfield      WiHSHL   0   A  1.085  0.1959
   164  WI     HS   987.6068                               MetroLynx      WiHSHL   0   A  1.092  0.1982
   165  MN     HS   987.5954                Litchfield/Dassel-Cokato      MnHSHL   2   A  0.946  0.1488
   166  NJ     T2   987.5602                 PrincetonTigerLilies16U       USAT2   0  AA  1.971  0.6458
   167  MN     HS   987.5446                            DetroitLakes      MnHSHL   8   A  0.950  0.1500
   168  WI     HS   987.5300                          AppletonUnited      WiHSHL   0   A  1.114  0.2064
   169  WI     HS   987.5251                                 Viroqua      WiHSHL   0   A  1.107  0.2037
   170  MI     T2   987.4198                     PetoskeyPiranhas19U       USAT2   0  AA  1.432  0.3409
   
   171  MN     HS   987.3909                                 Luverne      MnHSHL   3   A  0.963  0.1542
   172  MN     HS   987.3358                           NorthernLakes      MnHSHL   6   A  0.961  0.1536
   173  PA     T2   987.2977                     SteelCitySelects19U       USAT2   0  AA  2.001  0.6661
   174  ON     T2   987.2032                NiagaraFallsRapids17U_BB    CANTier2   0  BB  1.939  0.6251
   175  WI     HS   987.0767                               Arrowhead      WiHSHL   0   A  1.052  0.1841
   176  MB     HS   987.0550                        MilesMacBuckeyes      WWHSHL   0   B  1.631  0.4424
   177  MB     HS   986.9015                           FRCCenturions      WWHSHL   0   B  1.670  0.4635
   178  MI     T2   986.8860              NorthernMichiganK-Stars16U       USAT2   0  AA  1.538  0.3936
   179  MN     HS   986.8493                   RochesterJohnMarshall      MnHSHL   1  AA  0.960  0.1532
   180  MN     HS   986.8029                                  Austin      MnHSHL   1   A  1.013  0.1705
   
   181  IL     T2   986.8002                          ChicagoJets16U       USAT2   0  AA  1.584  0.4170
   182  NE     T2   986.7837                OmahaLadyJrLancers(A)19U       USAT2   0  AA  1.544  0.3963
   183  WI     HS   986.7617                                Lakeland      WiHSHL   0   A  1.276  0.2707
   184  ND     HS   986.6937                              GrandForks      NDHSHL   0   A  1.118  0.2079
   185  IL     HS   986.5263                              Barrington       ILAHA   0   A  1.982  0.6530
   186  NY     T2   986.4060                CazenoviaJrChiefs(TB)16U       USAT2   0  AA  1.608  0.4297
   187  MN     HS   986.3893                          MinnesotaRiver      MnHSHL   2   A  0.985  0.1613
   188  MN     HS   986.3715                                  Waseca      MnHSHL   1   A  0.986  0.1616
   189  WI     HS   986.3706                      LakeshoreLightning      WiHSHL   0   A  1.094  0.1990
   190  IL     HS   986.3445                              LakeForest       ILAHA   0   A  1.966  0.6425
   
   191  MB     HS   986.3424                      BeliveauBarracudas      WWHSHL   0   B  1.759  0.5143
   192  MI     T2   986.3350             DetroitHoneybaked(Tier2)16U       USAT2   0  AA  1.565  0.4071
   193  SD     HS   986.2877                              SiouxFalls      SDHSHL   0   A  2.038  0.6909
   194  MB     HS   986.1854                               SJREagles      WWHSHL   0   B  1.632  0.4428
   195  NY     T2   986.0535                    CliftonParkDynamo19U       USAT2   0  AA  2.910  1.4077
   196  PA     T2   986.0535                       HersheyJrBears19U       USAT2   0  AA  2.910  1.4077
   197  PA     T2   985.9993                 SteelCitySelects(TB)16U       USAT2   0  AA  1.935  0.6223
   198  IL     HS   985.9753                    LatinSchoolofChicago       ILAHA   0   A  1.966  0.6425
   199  MN     HS   985.8653                                  Windom      MnHSHL   3   A  1.017  0.1721
   200  WI     HS   985.7767                                Icebergs      WiHSHL   0   A  1.084  0.1954
   
   201  PA     T2   985.7691                   WestChesterQuakers16U       USAT2   0  AA  2.381  0.9424
   202  CA     T2   985.7639                      SanJoseJrSharks16U       USAT2   0  AA  2.006  0.6689
   203  WA     T2   985.6801                    SeattleJrAdmirals17U       USAT2   0  AA  1.967  0.6437
   204  PA     T2   985.4617                      ArmstrongArrows19U       USAT2   0  AA  1.781  0.5276
   205  MB     HS   985.3817                       GardenCityGophers      WWHSHL   0   B  1.728  0.4964
   206  MN     HS   985.3149                           St.PaulBlades      MnHSHL   4   A  0.934  0.1451
   207  ND     HS   985.1165                                  Mandan      NDHSHL   0   A  1.055  0.1852
   208  MN     HS   985.1054                               AlbertLea      MnHSHL   1   A  1.010  0.1696
   209  WI     HS   985.0502                          NorthlandPines      WiHSHL   0   A  1.110  0.2049
   210  ND     HS   984.9974                               Dickinson      NDHSHL   0   A  1.308  0.2845
   
   211  MB     HS   984.8906                       SpringfieldSabres      WWHSHL   0   B  1.734  0.5002
   212  WI     HS   984.7935                            NorthernEdge      WiHSHL   0   A  1.115  0.2069
   213  MI     T2   984.7355                        TroyLadySting16U       USAT2   0  AA  1.544  0.3967
   214  MB     HS   984.7351                             CSLRRenards      WWHSHL   0   A  1.753  0.5109
   215  CO     T1   984.7140                         TeamColorado19U       USAT1   0 AAA  2.959  1.4563
   216  AK     T2   984.7140                       AlaskaAllStars19U       USAT2   0  AA  2.959  1.4563
   217  MN     T1   984.7140                  MinnesotaRevolution19U       USAT1   0 AAA  2.959  1.4563
   218  NY     T2   984.6730                        BuffaloRegals19U       USAT2   0  AA  2.967  1.4637
   219  MN     HS   984.5814                        RochesterCentury      MnHSHL   1  AA  0.967  0.1555
   220  ND     HS   984.5560                             Richland19U       NDAHA   0   A  2.161  0.7765
   
   221  ON     HS   984.5146                          QueenElizabeth    NorWossa   0   A  1.491  0.3697
   222  ND     HS   984.3911                              DevilsLake      NDHSHL   0   A  1.103  0.2022
   223  SD     HS   984.3518                               Brookings      SDHSHL   0   A  2.004  0.6680
   224  MB     HS   984.3249                           SanfordSabres      WWHSHL   0   C  1.759  0.5145
   225  IL     T2   984.2960                        GlenviewStars16U       USAT2   0  AA  1.799  0.5380
   226  IL     HS   984.1753                                Evanston       ILAHA   0   A  1.966  0.6425
   227  IL     HS   984.1631                            NewTrier(JV)       ILAHA   0   A  1.916  0.6107
   228  ON     HS   984.1153                              BeaverBrae    NorWossa   0   A  1.486  0.3671
   229  CO     T2   984.1045                ColoradoSpringsTigers19U       USAT2   0  AA  1.897  0.5986
   230  CO     T2   984.1007                     IdahoRoughRiders19U       USAT2   0  AA  2.067  0.7104
   
   231  ND     HS   984.0262                            Bottineau19U       NDAHA   0   A  2.063  0.7076
   232  MB     HS   983.9462                          JHBrunsBroncos      WWHSHL   0   B  1.734  0.5002
   233  MD     T2   983.8282                      PotomacPatriots19U       USAT2   0  AA  2.307  0.8850
   234  IL     T2   983.8104                    GlenEllynAdmirals19U       USAT2   0  AA  1.701  0.4812
   235  IL     HS   983.8057                                  Warren       ILAHA   0   A  1.787  0.5308
   236  ND     HS   983.7874                               Williston      NDHSHL   0   A  1.147  0.2186
   237  PA     T2   983.7741                    Mid-StateMustangs19U       USAT2   0  AA  1.869  0.5811
   238  MI     T2   983.7140                          MIHSSelects19U       USAT2   0  AA  1.657  0.4563
   239  MN     HS   983.7014                              ParkRapids      MnHSHL   8   A  0.968  0.1557
   240  OH     T2   983.6730              GilmourAcademyGirls(#2)19U       USAT2   0  AA  1.670  0.4637
   
   241  CO     T2   983.6396                       AspenLeafs(#1)19U       USAT2   0  AA  2.035  0.6886
   242  MN     HS   983.3109                               Crookston      MnHSHL   8   A  0.991  0.1634
   243  MB     HS   983.2783                           GlenlawnLions      WWHSHL   0   C  3.043  1.5397
   244  ND     HS   983.2386                                Fargo19U       NDAHA   0   A  2.213  0.8141
   245  ND     HS   983.2039                               Jamestown      NDHSHL   0   A  1.068  0.1898
   246  MI     HS   983.1611                       GrossePointeSouth    MiMGHSHL   0   A  2.682  1.1965
   247  MB     HS   983.1308                        WestwoodWarriors      WWHSHL   0   A  1.628  0.4409
   248  IL     T2   983.0706                    GlenEllynAdmirals16U       USAT2   0  AA  1.906  0.6043
   249  MI     T2   983.0535                        TroyLadySting19U       USAT2   0  AA  1.566  0.4077
   250  MB     HS   983.0308                        LoretteScorpions      WWHSHL   0   B  2.944  1.4409
   
   251  MI     T2   982.8543       KensingtonValleyRavens(McFall)19U       USAT2   0  AA  1.560  0.4049
   252  MT     T2   982.6017                MontanaBigSkyWildcats19U       USAT2   0  AA  2.224  0.8225
   253  OH     T2   982.5298                 CincinnatiSabrehawks19U       USAT2   0  AA  1.715  0.4891
   254  SD     HS   982.4744                                Mitchell      SDHSHL   0   A  2.078  0.7182
   255  MB     HS   982.3651                         CPETCanadiennes      WWHSHL   0   A  3.035  1.5320
   256  IL     HS   982.2676                           MaineTownship       ILAHA   0   A  1.966  0.6425
   257  MN     HS   982.1974                             Worthington      MnHSHL   3   A  1.021  0.1732
   258  MB     HS   982.1407                               KEReivers      WWHSHL   0   C  3.050  1.5473
   259  MI     HS   982.1025                       GrossePointeNorth    MiMGHSHL   0   A  2.662  1.1782
   260  SD     HS   981.7554                               Watertown      SDHSHL   0   A  2.026  0.6825
   
   261  ND     HS   981.7413                             Bismarck19U       NDAHA   0   A  2.329  0.9020
   262  MB     HS   981.6327                           WKCWolverines      WWHSHL   0   C  3.032  1.5282
   263  MI     HS   981.5755                     GrossePointeLiggett    MiMGHSHL   0   A  2.655  1.1726
   264  MI     HS   981.4347             FarmingtonHillsMercyMarlins    MiMGHSHL   0   A  2.700  1.2121
   265  OH     T2   981.3137             GilmourGladiators(Tier2)16U       USAT2   0  AA  1.856  0.5727
   266  MI     T2   981.1132              HuronCountySnowLeopards19U       USAT2   0  AA  1.976  0.6493
   267  MI     HS   981.0901                         AnnArborPioneer    MiMGHSHL   0   A  2.709  1.2202
   268  TN     T2   980.9835                      NashvilleFlyers19U       USAT2   0  AA  2.889  1.3875
   269  MI     HS   980.8604                                Ladywood    MiMGHSHL   0   A  2.630  1.1498
   270  MI     T3   980.8148                      KalamazooKwings16U       USAT2   0  AA  2.057  0.7039
   
   271  WI     HS   980.7730                         BadgerLightning      WiHSHL   0   A  1.253  0.2610
   272  MI     T2   980.6127                   MidlandHoweHornets19U       USAT2   0  AA  1.870  0.5816
   273  IL     HS   980.4214                       LakeForestAcademy       ILAHA   0   A  1.966  0.6425
   274  MN     HS   980.4192                   MorrisArea/BensonArea      MnHSHL   6   A  1.040  0.1800
   275  MI     T2   980.3587                Marquette(Rabitaille)19U       USAT2   0  AA  2.204  0.8077
   276  MI     T3   980.3544                       AlpenaWarriors19U       USAT2   0  AA  1.907  0.6050
   277  MI     HS   980.2416                               Cranbrook    MiMGHSHL   0   A  2.641  1.1598
   278  ND     HS   979.9862                          WatfordCity19U       NDAHA   0   A  1.974  0.6480
   279  SD     HS   979.9734                                Rushmore      SDHSHL   0   A  2.046  0.6959
   280  MI     T2   979.8314                  GrandRapidsGriffins19U       USAT2   0  AA  1.684  0.4717
   
   281  MN     HS   979.8075                                Fairmont      MnHSHL   3   A  0.989  0.1627
   282  MI     HS   979.6957                     PlymouthCantonSalem    MiMGHSHL   0   A  2.732  1.2407
   283  MI     HS   979.1323                              Northville    MiMGHSHL   0   A  2.675  1.1900
   284  ND     HS   979.0850                               Crosby19U       NDAHA   0   A  2.557  1.0870
   285  ND     HS   978.7826                              Glasgow19U       NDAHA   0   A  2.246  0.8388
   286  ND     HS   978.7131                             Wahpeton19U       NDAHA   0   A  2.384  0.9452
   287  NY     T2   978.4060                       AmherstKnights16U       USAT2   0  AA  2.365  0.9297
   288  ND     HS   978.2750                            WestFargo19U       NDAHA   0   A  2.338  0.9090
   289  IL     T2   978.1271                        ChicagoBruins16U       USAT2   0  AA  1.654  0.4551
   290  SD     HS   977.9319                                    Oahe      SDHSHL   0   A  2.060  0.7060
   
   291  ND     HS   977.8177                         Hazen/Beulah19U       NDAHA   0   A  2.236  0.8311
   292  WI     HS   977.7961                                 Medford      WiHSHL   0   A  1.240  0.2558
   293  MI     HS   977.7579              BloomfieldHills-Birmingham    MiMGHSHL   0   A  2.646  1.1643
   294  NE     HS   977.1819                                   Omaha      SDHSHL   0   A  2.033  0.6871
   295  MI     T3   976.9341                             Houghton19U       USAT2   0  AA  2.089  0.7255
   296  MI     HS   976.9108                                  Regina    MiMGHSHL   0   A  2.702  1.2141
   297  MI     T3   976.2733                               Lapeer14U       USAT2   0  AA  2.081  0.7200
   298  MI     T3   976.1745               TraverseCityNorthStars19U       USAT2   0  AA  1.789  0.5322
   299  MI     HS   976.0822                             DCDS-Marian    MiMGHSHL   0   A  2.508  1.0457
   300  MI     HS   974.9948                                 Livonia    MiMGHSHL   0   A  2.535  1.0686
   
   301  MI     HS   974.8276                          AnnArborSkyron    MiMGHSHL   0   A  2.740  1.2486
   302  MI     T2   974.7899                PortHuronLadyProwlers19U       USAT2   0  AA  2.250  0.8418
   303  MI     T2   974.5796         KensingtonValleyRavens(Koth)16U       USAT2   0  AA  2.409  0.9648
   304  MI     HS   973.9610                              WalledLake    MiMGHSHL   0   A  2.700  1.2119
   305  ND     HS   973.5172                              Langdon19U       NDAHA   0   A  2.219  0.8187



Avg V =   -0.935
max V =    5.923
min V =  -10.541




Done LSQ solution.

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