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Checkdowns: College Team Efficiency Ratings

Note: There are many things theoretical issues with this post. That said, if I had to write down and explain all the drawbacks of the data I’m about to present, I wouldn’t have the time to make quick posts like this. So….

I thought it would be cool to take a slightly (emphasis on slightly) more nuanced look at team rushing and passing stats so far in 2012.

The first table shows how many “rushing yards over average” each team has this year. First, I calculated each team’s “Adjusted Yards per Carry” which is simply Yards per Carry with a 20-yard bonus for each touchdown. On average, teams are averaging 5.31 AYPC in 2012; to calculate rushing yards over average, I multiplied the number of carries for each team by the difference between their AYPC average and 5.31. As expected, Oregon ranks first.

RkTeamRshRYDYPCTDAYPCRSH VAL
1Oregon53632516.1407.61203
2Georgia Tech55432445.9427.41141
3Louisiana Tech45224355.4427.2874
4New Mexico60134275.7306.7834
5Northern Ill.44425095.7347.2830
6Texas A&M43124275.6347.2817
7Ohio St.46625615.5347765
8Air Force62033535.4336.5719
9Nebraska46626935.8256.9717
10Florida St.37320965.6297.2694
11Kent St.42623575.5296.9674
12Kansas St.41321365.2356.9642
13Tulsa46924465.2336.6614
14Army67736615.4276.2604
15Nevada50525355346.4532
16Cincinnati36420415.6206.7507
17Arizona40521535.3256.6501
18Oklahoma St.35819115.3246.7489
19North Carolina38720105.2266.5474
20Oklahoma30715845.2266.9473
21Northwestern46123865.2256.3437
22Alabama38720035.2246.4427
23Arkansas St.41421095.1256.3409
24Georgia39119975.1246.3400
25Texas39819274.8296.3392
26Wisconsin44121885276.2385
27UCF37618925246.3374
28Navy53627435.1225.9335
29Michigan39119415226.1304
30Toledo41221075.1186278
31Utah St.36618615.1186.1276
32San Diego St.49123504.8265.8261
33Baylor36917674.8226247
34Southern California31315935.1125.9170
35La.-Lafayette31214644.7185.8166
36Bowling Green35017244.9155.8164
37Notre Dame41519874.8195.7162
38California41120064.9165.7142
39UCLA45021094.7215.6138
40Ball St.42219884.7185.6106
41Tennessee34816114.6175.6102
42LSU42619254.5225.6102
43La.-Monroe35415824.5205.6101
44Troy38517454.5205.6100
45Houston32214884.6165.697
46Miami (FL)30114044.7145.685
47Boise St.36015934.4205.580
48Fresno St.40618674.6185.570
49Middle Tenn.37116674.5185.556
50Central Mich.30313664.5145.436
51Mississippi St.33014554.4165.422
52UNLV38817434.5165.32
53Louisville35714564.1225.3-1
54South Fla.33915324.5135.3-9
55Eastern Mich.36216664.6125.3-17
56Kansas46521314.6165.3-20
57Western Mich.38416794.4175.3-21
58Western Ky.39217534.5155.2-30
59Clemson44519124.3215.2-32
60Stanford37616624.4155.2-36
61Florida42618834.4175.2-40
62Texas Tech30913674.4115.1-55
63North Texas40217804.4155.2-56
64Ohio46820864.5175.2-60
65SMU30012524.2145.1-62
66Rice47620434.3215.2-66
67BYU40717164.2195.1-66
68Indiana33813824.1175.1-74
69Virginia Tech37015654.2165.1-81
70Buffalo41619074.6115.1-83
71Marshall37915284205.1-86
72Purdue36215884.4125-95
73Ole Miss40516564.1205.1-96
74West Virginia29711944124.8-144
75Vanderbilt41016604.1174.9-178
76Syracuse40516794.2144.8-193
77Arkansas31011953.9124.6-212
78Arizona St.43417604.1164.8-226
79Iowa33112403.8144.6-239
80Pittsburgh36913953.8164.6-245
81Washington35713433.8154.6-254
82Temple37415124114.6-255
83Kentucky30611563.8104.4-270
84Southern Miss.40916023.9154.7-271
85South Carolina38814103.6184.6-291
86East Carolina35413293.8134.5-292
87Michigan St.36714193.9114.5-311
88Colorado St.32812303.8104.4-313
89Akron33513063.984.4-314
90Iowa St.3491378484.4-316
91Virginia35513673.9104.4-319
92Rutgers30411733.964.3-322
93Penn St.38614133.7154.4-338
94Minnesota41516624104.5-343
95Auburn36013483.7114.4-345
96UAB36112083.4184.3-350
97FIU40514413.6184.4-351
98Duke34612003.5144.3-358
99Oregon St.30010023.3114.1-372
100UTEP38114643.894.3-380
101Missouri37613533.6134.3-385
102TCU40315543.994.3-407
103San Jose St.35011893.4124.1-431
104Utah37412613.4134.1-466
105Wake Forest33310273.1133.9-482
106Wyoming37312853.5104-497
107Miami (OH)2788623.153.5-515
108Fla. Atlantic36312103.3103.9-519
109Colorado35911213.1133.8-526
110Memphis40313733.4114-548
111New Mexico St.320971393.6-549
112Hawaii3128982.983.4-600
113Illinois37712353.383.7-608
114North Carolina St.37211683.1103.7-608
115Boston College2717252.753-615
116Idaho2767862.933.1-620
117Washington St.2093291.631.9-721
118Tulane2374231.832-776
119Connecticut3518702.582.9-835
120Maryland40110142.593-936
Avg463064.421165.30

We can do the same exercise on the defensive side of the ball. Note that because this isn’t a closed system because the schools play FCS teams, the average AYPC allowed is lower than the average AYPC gained.

RankTeamRshRYDYPCTDAYPCRSH VAL
1Utah St.3629462.632.8-808
2Alabama3327622.372.7-762
3Stanford290586292.6-687
4Florida St.3047432.462.8-660
5South Carolina36410242.873.2-660
6Connecticut37010762.993.4-598
7BYU3149232.953.3-550
8Maryland36711263.193.6-533
9Rutgers3229903.153.4-524
10Notre Dame2999593.223.3-499
11Tulsa38711823.1133.7-497
12LSU3259723103.6-457
13Florida3239993.193.7-440
14TCU3159843.183.6-434
15Kansas St.3069893.263.6-424
16Wisconsin30710343.453.7-404
17Northern Ill.43315123.5134.1-398
18Georgia38813533.5104-391
19Bowling Green31910373.393.8-381
20Boise St.39313113.3144-378
21Michigan41115373.784.1-362
22Western Ky.34811823.4104-362
23Michigan St.31511343.653.9-344
24Utah33411063.3134.1-308
25San Diego St.42015613.7134.3-284
26Arkansas36611973.3184.3-277
27Oregon St.2708973.394-276
28Penn St.36613793.894.3-275
29Ohio St.30910793.5114.2-249
30Oklahoma St.33311633.5134.3-246
31Texas A&M36213113.6134.3-243
32North Carolina39513793.5184.4-240
33Ole Miss38514373.7134.4-232
34Cincinnati30611633.874.3-230
35San Jose St.35713393.8114.4-230
36Wake Forest42515693.7174.5-221
37UCLA37214463.9104.4-218
38West Virginia36112113.4194.4-218
39North Carolina St.36613683.7134.4-206
40Northwestern34112253.6144.4-204
41Southern California37814833.9114.5-191
42Virginia Tech38114793.9124.5-190
43Ohio3521418484.5-186
44South Fla.37714043.7154.5-185
45Iowa St.38214913.9124.5-183
46La.-Lafayette33512583.8134.5-161
47Oregon36214704.1114.7-124
48Iowa38115464.1124.7-123
49Kent St.33213464.1104.7-118
50Pittsburgh36814914.1124.7-113
51SMU31812453.9124.7-108
52California44218324.1144.8-103
53Vanderbilt38015344144.8-90
54Texas Tech36915234.1124.8-86
55Syracuse35814914.2114.8-83
56Fresno St.44418094.1174.8-76
57Arizona St.42817714.1154.8-74
58Arkansas St.40016804.2134.9-64
59Missouri37314313.8194.9-58
60La.-Monroe34813503.9174.9-54
61Buffalo42417344.1195-11
62Oklahoma33513954.2145-4
63Western Mich.41316674205-3
64Washington St.39616244.11850
65UCF37115234.11754
66Virginia34614384.21554
67Memphis36515354.21556
68Mississippi St.37516334.413514
69Temple35715264.3145.117
70Nebraska41017994.4145.125
71Louisville36316104.4125.131
72East Carolina35815254.3155.131
73Clemson38016904.5135.146
74Georgia Tech36014864.1195.262
75Colorado St.44220234.6145.288
76Louisiana Tech38416794.4175.395
77Navy37516514.4175.3112
78Troy40118444.6145.3115
79Kentucky42217734.2245.3138
80Middle Tenn.36416454.5175.5161
81Houston44419824.5215.4177
82FIU38216934.4215.5199
83Illinois41017824.4245.5208
84Minnesota36316804.6185.6221
85Purdue38518204.7175.6231
86Fla. Atlantic41519744.8175.6234
87Washington38018634.9145.6239
88Arizona42118724.5245.6242
89Duke38418204.7185.7256
90North Texas33215834.8185.9279
91Toledo34217615.2125.9287
92Nevada41219914.8195.8307
93UAB39617904.5265.8326
94Baylor38317884.7235.9329
95Tennessee40019054.8225.9341
96Boston College46322844.9195.8344
97Texas40320005195.9361
98UTEP38619265196372
99New Mexico34217575.1176.1383
100Wyoming44322305195.9390
101Kansas36218305.1196.1396
102Auburn41220825.1196398
103Marshall45722164.9245.9406
104Ball St.41521365.2186416
105Akron48324015225.9421
106UNLV50424584.9255.9433
107Air Force44722155256.1475
108Southern Miss.41420454.9276.2510
109New Mexico St.39520755.3216.3516
110Miami (FL)46523105276.1520
111Hawaii39618884.8316.3524
112Tulane45222825.1266.2537
113Army40520875.2246.3538
114Indiana47224405.2246.2555
115Rice39820625.2256.4568
116Central Mich.41722265.3246.5616
117Idaho39120595.3306.8700
118Colorado38422765.9257.2852
119Miami (OH)43524835.7297883
120Eastern Mich.45128426.3297.61162
Avg455521909574.2186550

For passing, I used AY/A as my base statistic — in college football, sacks are counted as negative rushes — which is (Yards + 20*TD – 45*INT). Then I multiplied each team’s number of pass attempts by the difference between their AY/A and 7.17, the average AY/A for FBS teams in 2012:

RankTeamATTPYDTDINTAY/APASS VAL
1San Jose St.35432582779.84944
2Louisiana Tech41233302809.44935
3Florida St.307293620510.13909
4Clemson356322632109.6863
5Alabama245225021210.53823
6Georgia283271424810.01804
7Pittsburgh29927181629.86804
8Baylor354330926119.42795
9Louisville32028872159.63787
10Texas29226522159.75753
11Texas Tech46437003798.7707
12Kansas St.217207512310.05624
13West Virginia41831283348.63610
14Northern Ill.27222712039.32585
15Southern California357303634138.77571
16Oregon28823753189.15570
17Fresno St.44633923268.43563
18Tennessee402334030118.57562
19South Carolina26723222179.09512
20Utah St.32927592388.69500
21Oklahoma St.348313922138.6498
22UCLA34428592498.53467
23Ohio30823182128.6439
24Arkansas St.31925661748.55438
25Georgia Tech13313867410.12392
26Texas A&M37830271978.18381
27North Carolina36328772178.21379
28Syracuse38130192188.08347
29La.-Lafayette28122871668.32322
30Middle Tenn.25220701458.43318
31Vanderbilt27121771038.27298
32Mississippi St.32223802048.07291
33Nevada32725781878.02278
34UCF29122792078.12277
35Oklahoma35827861877.91264
36Western Ky.263214622108.12250
37Central Mich.34026331877.88240
38TCU332256125107.86230
39Marshall50235853087.62225
40Arizona St.332261024117.82214
41San Diego St.25619791977.98208
42Navy1351170948.67202
43Nebraska27021312097.87190
44Air Force1291223868.63188
45Wyoming34225132487.7180
46Toledo33425111457.68171
47Wisconsin21216681047.96168
48Ohio St.24218921677.84161
49Troy423325019107.52146
50Arkansas376302620137.56144
51Cincinnati25820591797.73144
52UAB381300918117.54142
53FIU31023711367.62138
54Oregon St.34426751697.53123
55Penn St.38726881947.46113
56LSU26619881047.55100
57Arizona425310723107.3369
58Minnesota25318751787.3341
59La.-Monroe417297727117.2531
60Miami (OH)411300623117.2323
61Ole Miss315247614117.182
62Rice30521341457.182
63Florida21214231137.11-12
64Memphis24816771137.1-17
65Rutgers266195519107.09-23
66Miami (FL)38326841777.07-38
67Boston College39828551797.01-64
68Indiana42829322186.99-77
69Boise St.30521501376.87-92
70Army101661326.25-93
71Notre Dame28920461066.84-97
72Stanford29821191696.83-103
73East Carolina364261918116.82-127
74Fla. Atlantic32720691436.77-131
75Kent St.25116671166.44-183
76Maryland249182913116.4-192
77New Mexico St.349244715106.58-206
78Duke40327011996.64-214
79South Fla.300209714106.42-225
80Ball St.407271721106.6-232
81Virginia405282421136.57-246
82North Texas304216011106.35-250
83Northwestern27416491036.26-251
84Colorado St.305219614126.35-251
85North Carolina St.422291022136.55-261
86Temple1941125945.8-266
87Michigan238189213166.02-275
88Virginia Tech326243314156.25-300
89California335236713126.23-316
90Utah28518471395.97-342
91New Mexico131690444.5-349
92Connecticut31323368145.96-379
93Buffalo31819861595.92-400
94Auburn22416377135.32-414
95Tulsa32420491295.81-440
96Eastern Mich.262174716145.48-442
97Bowling Green33320151275.83-448
98UTEP331220414135.74-475
99Wake Forest35420701365.82-479
100Michigan St.36221851065.84-481
101BYU353225118135.74-506
102Purdue388232422115.85-514
103Western Mich.461314926206.01-537
104Akron537348828176.11-568
105Tulane413272019165.76-582
106Washington336208311115.38-602
107Iowa3391976565.33-625
108Illinois298175011114.95-662
109Houston498324620175.79-691
110Washington St.522337522175.84-694
111UNLV389241115145.35-709
112Kentucky32117571194.9-730
113Iowa St.365214420155.12-749
114Colorado329195310134.77-791
115Missouri345197511124.8-819
116Hawaii31917599114.53-844
117Kansas27214786114.06-848
118SMU434252014135.1-898
119Southern Miss.26414524123.76-901
120Idaho382231612184.57-994
Average39101285786207410417.170

And we can measure pass efficiency on the defensive side of the ball in the same way:

RankTeamATTPYDINTTDAY/APASS VAL
1Florida34818501543.61-1095
2Fresno St.343189819133.8-1013
3LSU317165714103.87-913
4Boise St.29716861423.69-909
5Oregon397230719164.46-908
6Florida St.3521686894.28-871
7Notre Dame34719931464.27-860
8Alabama29217161464.13-765
9Oklahoma2811532934.22-710
10Michigan St.3231746994.71-660
11Arizona St.294167615174.56-644
12Oregon St.349223216114.96-624
13Bowling Green3201817984.91-589
14Stanford426262111105.46-550
15Northern Ill.3772242985.3-548
16Southern California367242518175.33-523
17UCF3301916885.2-512
18Minnesota29516889105.03-509
19Ohio St.410259713135.54-496
20Rutgers27317951385.02-473
21Nebraska30216447125.2-470
22Kansas St.383251214125.54-464
23BYU2911722875.16-463
24SMU383254418215.62-432
25Mississippi St.326216012105.58-381
26Utah St.34920877115.71-364
27Penn St.34620707115.71-361
28Vanderbilt3001770455.63-335
29Michigan2501492795.43-331
30TCU329227917195.76-327
31Washington279186613145.59-323
32South Carolina315206512145.73-322
33Cincinnati3422223995.84-311
34San Jose St.293191511135.73-298
35Ohio38623579196.04-274
36Wisconsin35520626176.01-265
37North Carolina355254214126.06-245
38Texas Tech28817237166-216
39Pittsburgh31120959116.14-190
40Purdue322222211156.3-147
41Virginia Tech315214310156.33-134
42Georgia27819579106.3-125
43Kent St.376279618226.45-113
44Boston College355241610166.44-111
45Texas A&M36625149136.47-102
46Oklahoma St.35623366126.48-98
47Houston394276013206.54-85
48Arkansas St.335223710206.53-75
49UCLA378266413206.56-73
50Connecticut28618865106.51-70
51Tulsa362254910146.57-65
52Clemson310220110146.55-62
53Colorado St.32119997226.62-43
54Iowa31622579136.68-22
55Air Force25118398106.69-16
56Western Ky.30520709196.7-14
57Toledo388288015216.775
58North Texas35124889156.7913
59Iowa St.396293112156.817
60California419290413276.8230
61San Diego St.363255811216.8432
62Louisville29719496186.8734
63Missouri31121025146.9457
64North Carolina St.339259211136.9568
65Marshall33222789226.9771
66Miami (OH)311238011157.0385
67Texas298229611157.0589
68Virginia31920534197.0699
69Indiana29220185147.1102
70Navy28921938117.1102
71Northwestern40327384147.04117
72Washington St.343265713197.15136
73Georgia Tech336256311187.23159
74UTEP33423716167.25166
75Wake Forest35226099177.23167
76La.-Monroe357270913237.24174
77La.-Lafayette33125199157.29179
78Buffalo27120568167.44186
79Maryland30220253177.38191
80Ole Miss317242310187.36193
81Memphis36625677217.3201
82FIU34425169217.36208
83Miami (FL)32425869117.41213
84Western Mich.36527158177.38231
85Eastern Mich.27320476157.61234
86UNLV31524839157.55251
87Syracuse31523066187.61269
88Central Mich.30623178197.64271
89Nevada35223974227.55280
90Arizona398304710207.53310
91Utah32223574167.75323
92Rice312250110197.79324
93Duke323263011197.79334
94Tennessee371289711227.66337
95Kansas344275710197.81364
96Fla. Atlantic23820118178.37384
97East Carolina32825487197.97398
98Kentucky30723605178.06402
99South Fla.28421712128.17404
100Southern Miss.30222775218.19433
101Tulane300253110198.2436
102Middle Tenn.28023237168.31438
103Illinois24420216178.57444
104Baylor372289010267.96448
105UAB31525316178.26474
106Auburn30722731168.3475
107Hawaii23418794188.8479
108Akron34525404258.29531
109Wyoming31224235228.46531
110Ball St.32025776238.65606
111Arkansas35629116198.49617
112Army23321797199.63671
113Louisiana Tech42433789308.43710
114New Mexico St.31225914219.07724
115Temple26023084209.72773
116New Mexico36431139288.98810
117Troy29325564229.61838
118Idaho34129587259.22841
119Colorado312277433310.571192
120West Virginia312309272710.631210
Average39323276684109819116.750

Finally, let’s put this all together. The table below shows how many yards over average each team produced in each of the four categories, along with their ranks in each metric. The last two columns show how many yards over average overall each team has gained, and the final column is the average of the four ranks.

TeamRSH OPASS ORSH DPASS DRSH OPASS ORSH DPASS DYDS OV AVGAVG RK
Florida St.694909-660-8711034631345.75
Alabama427823-762-7652252827779.25
Northern Ill.830585-398-5485141715236112.75
Kansas St.642624-424-46412121522215415.25
Oregon1203570-124-908116475280517.25
Utah St.276500-808-3643120126194819.5
Georgia400804-391-1252461842172022.5
Ohio St.765161-249-4967482919167125.75
Southern California170571-191-52334154116145526.5
Texas A&M817381-243-1026263145154327
LSU102100-457-9134256123157228.25
North Carolina474379-240-24519273237133828.75
Oklahoma St.489498-246-9818213046133128.75
Fresno St.70563-76-10134817562172230.75
Notre Dame162-97-499-8603771107142431.25
Wisconsin385168-404-26526471636122231.25
Oklahoma473264-4-7102035629145131.5
Cincinnati507144-230-31116513433119233.5
Florida-40-12-440-10956163131148334.5
Boise St.80-92-378-9094769204127535
South Carolina-291512-660-3228519532120335.25
Nebraska71719025-4709437021135235.75
UCF3742774-51227346517115935.75
UCLA138467-218-733922374989636.75
Stanford-36-103-687-5506072314109837.25
Arkansas St.409438-64-752324584898638.25
San Diego St.261208-284323241256172139.75
Texas Tech-55707-86-2166211543895441.25
Ohio-60439-186-2746423433583941.25
Bowling Green164-448-381-5893697191368641.25
Michigan304-275-362-3312987212972241.5
Tulsa614-440-497-651395115173642.5
Western Ky.-30250-362-145836225659643
San Jose St.-431944-230-29810313534104143.25
Georgia Tech1141392621592257473131243.5
Pittsburgh-245804-113-190807503986244
Mississippi St.2229114-3815132682568044
Kent St.674-183-118-1131175494372244.5
TCU-407230-434-32710238143058446
Arizona St.-226214-74-6447840571170646.5
Rutgers-322-23-524-473926592065246.5
Vanderbilt-178298-90-3357531532854546.75
La.-Lafayette166322-1611793529467747046.75
Clemson-3286346-62594735284747
Oregon St.-372123-276-6249954271265148
Louisiana Tech874935957103276113100448.5
Louisville-17873134539716272148.75
BYU-66-506-550-4636710172344149.5
Texas392753361892510976769549.75
Penn St.-338113-275-3619355282741150.75
Air Force719188475-168441075544853.5
Northwestern437-251-2041172183407127353.75
Navy3352021121022842777032354.25
Michigan St.-311-481-344-66087100231021255
Toledo27817128753046915715756
Nevada5322783072801533928922357.25
La.-Monroe10131-54174435960761259.5
Baylor2477953294483389410426559.75
California142-316-1033038895260-10159.75
Virginia Tech-81-300-190-13469884241-5760
West Virginia-144610-2181210741338120-52661.25
Syracuse-193347-8326976285587-3261.5
Ole Miss-962-23219373613380-5561.75
Tennessee10256234133741189594-1462
Arizona50169242310175788901863
Minnesota-34341221-50994588418-1463.5
SMU-62-898-108-432651185124-42064.5
Middle Tenn.56318161438493080102-22565.25
Arkansas-212144-277617775026111-40866
Connecticut-835-379-598-7011992650-54666.75
South Fla.-9-225-18540454794499-45369
Marshall-8622540671713910365-33869.5
Houston97-691177-85451098147-68670.5
Maryland-936-192-53319112076879-78670.75
Troy100146115838444978117-70772
Iowa-239-625-123-22791074854-71972
Central Mich.36240616271503711688-61172.75
North Texas-56-2502791363829058-59873.25
Purdue-95-514231-147721028540-69374.75
Colorado St.-313-25188-4388847553-60975
Buffalo-83-400-1118670936178-65875.5
North Carolina St.-608-261-20668114853964-73175.5
Miami (FL)85-38520213466611083-68676.25
Washington-254-602239-323811068731-77276.25
Virginia-319-24649991816668-66876.5
Western Mich.-21-537-3231571036384-78676.75
Iowa St.-316-749-18317901134559-89976.75
Army604-935386711470113112-69877.25
Utah-466-342-308323104902491-82377.25
New Mexico834-34938381049199116-70877.5
FIU-35113819920897538282-62078.5
Wake Forest-482-479-221167105993675-90778.75
Indiana-74-77555102686811469-80879.75
Memphis-548-176201110646781-77280.5
Boston College-615-64344-111115679644-91280.5
East Carolina-292-1273139886737297-84882
Ball St.106-2324166064080104110-114883.5
Rice-662568324666211592-95683.75
Missouri-385-819-58571011155963-120384.5
UAB-350142326474965293105-100886.5
Temple-255-26617773828669115-131188
Miami (OH)-51523883851076011966-146088
UNLV2-7094332515211110686-139188.75
Eastern Mich.-17-4421162234559612085-185589
Duke-358-21425633498788993-116289.5
Wyoming-49718039053110645100109-123890
Washington St.-721-69401361171106472-155190.75
Fla. Atlantic-519-131234384108748696-126891
Kansas-20-8483963645611710195-162892.25
UTEP-380-475372166100989874-139392.5
Kentucky-270-730138402831127998-154093
Auburn-345-4143984759594102106-163299.25
Akron-314-56842153189104105108-1834101.5
Illinois-608-66220844411310883103-1922101.75
New Mexico St.-549-20651672411177109114-1995102.75
Southern Miss.-271-90151043384119108100-2115102.75
Tulane-776-582537436118105112101-2331109
Hawaii-600-844524479112116111107-2447111.5
Colorado-526-7918521192109114118119-3361115
Idaho-620-994700841116120117118-3155117.75
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