The Collegiate Basketball News Women's RPI College Basketball Ratings

Through games of Monday, April 3, 2017

INDIANAPOLIS, INDIANA - The Rating Percentage Index (RPI) is used by the NCAA women's basketball committee to supplement the selection of at-large teams and the seeding of all teams for the NCAA basketball tournament. This list is an independent duplication of the RPI without input from the NCAA. It is derived from three component factors: Div. I winning percentage (FI, 25%), schedule strength (FII, 50%); and opponent's schedule strength (FIII, 25%). The RPI weights wins and losses with respect to the game location. Games against non-Division I opponents are not used in calculating the RPI. Copyright © 2017 by Collegiate Basketball News Co. All Rights Reserved.

    
Rank  Team                     W   L   SS    Rk   RPI  
   1. * Connecticut 1          36   1  .6595   3  .7171
   2. * South Carolina 1       33   4  .6583   4  .7029
   3. * Notre Dame 1           33   4  .6657   1  .7004
   4. @ Mississippi St. 2      34   5  .6413   6  .6856
   5. * Stanford 2             32   6  .6507   5  .6777
   6. @ Oregon St. 2           31   5  .6352  10  .6691
   7. @ Baylor 1               33   4  .5992  28  .6623
   8. @ UCLA 4                 25   9  .6411   7  .6582
   9. @ Washington 3           29   6  .6117  19  .6564
  10. @ Duke 2                 28   6  .6021  26  .6527
  11. @ Florida St. 3          28   7  .6335  12  .6518
  12. @ Louisville 4           29   8  .6299  13  .6494
  13. @ Texas 3                25   9  .6357   9  .6395
  14. @ Kentucky 4             22  11  .6651   2  .6333
  15. * Maryland 3             32   3  .5342  86  .6322
  16. @ DePaul 7               27   8  .5956  29  .6312
  17. @ Miami-FL 4             24   9  .6135  17  .6280
  18. @ Tennessee 5            20  12  .6404   8  .6206
  19. @ Ohio St. 5             28   7  .5740  47  .6204
  20. @ Oklahoma 6             23  10  .6054  24  .6180
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
  21. @ Creighton 7            24   8  .5669  58  .6177
  22. @ Missouri 6             22  11  .6122  18  .6172
  23. @ Texas A&M 5            22  12  .6263  15  .6162
  24. @ Oregon 10              23  14  .6342  11  .6145
  25. @ Temple 7               24   8  .5696  55  .6129
  26. @ Kansas St. 7           23  11  .6069  22  .6095
  27. * Elon 11                26   7  .5523  67  .6088
  28. * Drake 10               27   5  .5134 117  .6047
  29. * Quinnipiac 12          29   7  .5427  77  .6035
  30. * Marquette 5            25   8  .5699  54  .6031
  31. @ Syracuse 8             22  11  .5857  37  .6026
  32. * Green Bay 8            27   6  .5349  84  .6020
  33. @ Arizona St. 8          20  13  .6114  21  .6020
  34. W Michigan               28   9  .5450  75  .5986
  35. @ South Florida 11       24   9  .5683  57  .5961
  36. @ N.C. State 6           23   9  .5508  69  .5930
  37. * West Virginia 6        24  11  .5700  53  .5907
  38. * Western Kentucky 12    27   7  .5250 100  .5890
  39. * Dayton 12              22  10  .5660  59  .5874
  40. @ LSU 8                  20  12  .5873  33  .5853
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
  41. W Villanova              20  15  .6036  25  .5847
  42. W James Madison          26   9  .5447  76  .5827
  43. @ Michigan St. 9         21  12  .5626  63  .5817
  44. W South Dakota St.       23   9  .5353  82  .5799
  45. W Georgia Tech           22  15  .6054  23  .5791
  46. @ Purdue 9               23  13  .5734  49  .5790
  47. W Harvard                21   9  .5395  79  .5788
  48. @ California 9           20  14  .5872  34  .5782
  49. W Indiana                23  11  .5498  71  .5776
  50. @ Auburn 11              17  15  .6115  20  .5775
  51. W Virginia               20  13  .5641  60  .5766
  52. W UALR                   25   9  .5175 112  .5763
  53. * Boise St. 13           23   8  .5156 114  .5755
  54. W Central Michigan       23   9  .5242 103  .5751
  55. * Toledo 10              24   9  .5363  81  .5743
  56. * Pennsylvania 12        21   8  .5315  89  .5701
  57. * Bucknell 14            27   6  .4607 244  .5691
  58. * Belmont 13             26   6  .4703 218  .5684
  59. * Montana St. 14         23   7  .4740 208  .5683
  60. @ Northern Iowa 10       23   9  .5170 113  .5680
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
  61. * Western Illinois 14    24   7  .4710 213  .5671
  62. W St. John's             22  12  .5525  66  .5669
  63. * Chattanooga 13         21  11  .5395  78  .5653
  64. W Washington St.         16  20  .6264  14  .5651
  65. W Colorado St.           23   9  .5093 126  .5646
  66. W Iowa                   20  14  .5911  31  .5640
  67. * Gonzaga 11             26   7  .4774 197  .5637
  68. Northwestern             20  11  .5341  87  .5630
  69. W IUPUI                  22   9  .5064 132  .5628
  70. W Geo. Washington        20  10  .5331  88  .5623
  71. @ Iowa St. 9             18  13  .5804  40  .5614
  72. Minnesota                15  16  .6241  16  .5597
  73. W UC Davis               24   8  .4841 181  .5594
  74. W Tulane                 18  15  .5866  35  .5581
  75. W Middle Tennessee       23  11  .5244 102  .5562
  76. W Georgetown             17  13  .5516  68  .5561
  77. W Virginia Tech          20  14  .5630  62  .5560
  78. W Utah                   16  15  .5892  32  .5552
  79. W Ohio                   22  10  .5032 138  .5548
  80. W South Dakota           21   9  .4860 173  .5547
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
  81. * Central Arkansas 14    22   5  .4435 288  .5529
  82. W Penn St.               21  11  .5119 121  .5524
  83. W Colorado               17  16  .5761  46  .5523
  84. * Fla. Gulf Coast 13     24   9  .4922 158  .5521
  85. Florida                  15  16  .5689  56  .5520
  86. W Northern Ill.          21  12  .5263  97  .5519
  87. Georgia                  16  15  .5770  43  .5505
  88. W Drexel                 22  11  .5015 141  .5503
  89. Southern Cal             14  16  .5865  36  .5501
  90. W New Hampshire          25   6  .4517 269  .5497
  91. W Wake Forest            16  16  .5842  38  .5496
  92. W SMU                    19  15  .5479  74  .5496
  93. W Oklahoma St.           17  15  .5737  48  .5485
  94. W Saint Louis            25   9  .4698 219  .5478
  95. W UCF                    21  12  .5213 108  .5471
  96. W Mercer                 22   7  .4480 279  .5455
  97. W Texas-Arlington        20   9  .4860 172  .5430
  98. i Stephen F. Austin      22   8  .4689 222  .5410
  99. W Kent St.               19  13  .5264  95  .5408
 100. * Albany 16              20  12  .4962 154  .5407
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 101. * Troy 15                20  11  .4979 149  .5406
 102. * Long Beach St. 15      22  11  .4812 187  .5396
 103. W Jacksonville           20   9  .4658 233  .5389
 104. W Southern Miss          22  11  .4994 144  .5386
 105. Buffalo                  22  10  .4906 162  .5382
 106. W Rider                  24   9  .4545 263  .5375
 107. Clemson                  15  16  .5768  44  .5372
 108. W Alabama                22  14  .5200 110  .5370
 109. W BYU                    20  12  .4985 147  .5370
 110. Texas Tech               14  17  .5932  30  .5366
 111. Vanderbilt               14  16  .5731  50  .5363
 112. W Navy                   23  10  .4641 238  .5360
 113. W St. Mary's             20  13  .5076 128  .5350
 114. W Abilene Christian      20   9  .4741 207  .5342
 115. W Fordham                22  12  .4981 148  .5339
 116. W UNLV                   21  11  .4907 161  .5330
 117. W Stetson                23   7  .4466 282  .5328
 118. W Princeton              16  14  .5348  85  .5321
 119. W Wyoming                20  10  .4794 196  .5316
 120. Charlotte                21  10  .4724 210  .5312
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 121. North Carolina           15  16  .5719  51  .5294
 122. W Saint Joseph's         17  15  .5486  72  .5283
 123. Arizona                  14  16  .5535  65  .5279
 124. William & Mary           20  11  .4866 171  .5273
 125. W Ball St.               20  11  .4824 185  .5268
 126. W Radford                22   9  .4279 312  .5267
 127. W Duquesne               18  16  .5260  99  .5245
 128. Northern Colo.           21   8  .4400 292  .5243
 129. W North Dakota           18  11  .4858 174  .5241
 130. Maine                    18  16  .5125 120  .5237
 131. W Mississippi            17  14  .5310  90  .5233
 132. Cornell                  16  11  .4925 157  .5231
 133. * New Mexico St. 15      22   7  .4231 317  .5214
 134. W Wright St.             23   9  .4321 307  .5212
 135. Old Dominion             17  14  .5276  93  .5212
 136. Yale                     15  12  .4955 155  .5210
 137. i Eastern Wash.          18  14  .5054 133  .5188
 138. i Lamar                  18   8  .4195 320  .5181
 139. W Louisiana Tech         17  14  .5041 135  .5164
 140. Delaware                 16  14  .5302  91  .5164
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 141. i Idaho                  17  15  .4990 145  .5150
 142. i Rice                   21  13  .4805 194  .5149
 143. San Francisco            18  13  .4806 193  .5146
 144. i Milwaukee              22  12  .4510 271  .5142
 145. Detroit                  18  14  .4826 184  .5142
 146. UL Lafayette             18  11  .4716 212  .5125
 147. * Hampton 15             20  13  .4555 259  .5106
 148. Iona                     18  13  .4803 195  .5093
 149. VCU                      16  15  .5137 116  .5087
 150. Tulsa                    10  21  .5841  39  .5083
 151. Fresno St.               16  15  .5081 127  .5066
 152. Omaha                    14  15  .5076 129  .5059
 153. Idaho St.                18  14  .4750 204  .5053
 154. i Brown                  16  13  .4812 188  .5053
 155. Oakland                  16  12  .4681 225  .5047
 156. CS Northridge            18  14  .4842 180  .5035
 157. New Mexico               14  15  .5299  92  .5018
 158. * Texas Southern 16      22  10  .4044 336  .5016
 159. Pittsburgh               12  17  .5583  64  .5011
 160. Army                     21   9  .4119 327  .5003
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 161. Northeastern             12  19  .5482  73  .4996
 162. Oral Roberts             13  15  .4889 164  .4983
 163. Santa Clara              13  16  .5208 109  .4976
 164. Western Michigan         19  13  .4457 284  .4970
 165. Fairfield                17  14  .4672 231  .4967
 166. TCU                      12  18  .5506  70  .4959
 167. W Missouri St.           15  15  .4808 190  .4948
 168. Memphis                  14  16  .5095 125  .4945
 169. * Robert Morris 16       21  11  .4195 321  .4926
 170. Boston College            9  21  .5775  42  .4924
 171. La Salle                 17  13  .4565 255  .4919
 172. East Carolina            10  19  .5717  52  .4918
 173. W Bethune-Cookman        19  11  .4142 325  .4918
 174. Arkansas                 13  17  .5195 111  .4913
 175. Houston                  12  19  .5264  96  .4899
 176. i UNC Greensboro         16  15  .4845 177  .4898
 177. W Morehead St.           19  10  .4011 338  .4896
 178. Wichita St.              15  16  .5038 137  .4894
 179. Siena                    14  16  .5038 136  .4889
 180. i Texas St.              16  14  .4650 237  .4883
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 181. i Southern Ill.          15  15  .4742 206  .4870
 182. Cincinnati               15  14  .4676 228  .4869
 183. Cleveland St.            13  15  .4874 167  .4863
 184. North Texas              12  19  .5250 101  .4862
 185. American                 15  16  .4913 159  .4856
 186. Texas-San Ant.           13  15  .4986 146  .4854
 187. Hofstra                  13  18  .5103 124  .4852
 188. Hartford                 17  14  .4587 249  .4843
 189. UC Riverside             16  15  .4605 245  .4839
 190. UAB                      14  15  .4830 183  .4827
 191. Kansas                    8  22  .5791  41  .4813
 192. Nebraska                  7  22  .5992  27  .4797
 193. W Grambling St.          19  15  .4206 318  .4793
 194. i Utah St.               16  15  .4569 253  .4786
 195. * UNC Asheville 16       18  15  .4375 297  .4781
 196. Providence               12  18  .4873 168  .4776
 197. George Mason             13  17  .4809 189  .4763
 198. Columbia                 13  14  .4582 250  .4761
 199. Seton Hall               12  19  .5117 122  .4733
 200. i Campbell               18  10  .4085 330  .4731
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 201. UC Santa Barbara         16  16  .4514 270  .4728
 202. W Sacred Heart           17  15  .4489 276  .4728
 203. Xavier                   12  18  .4978 150  .4715
 204. East Tenn. St.           16  14  .4397 293  .4712
 205. Loyola Marymount         14  16  .4674 230  .4704
 206. San Jose St.             10  21  .5217 106  .4700
 207. Wisconsin                 9  22  .5386  80  .4692
 208. Illinois                  9  22  .5634  61  .4690
 209. Alabama St.              13  16  .4553 260  .4683
 210. SIU-Edwardsville         13  17  .4842 179  .4678
 211. W Seattle                15  18  .4681 224  .4651
 212. Portland St.             15  17  .4430 290  .4644
 213. Binghamton               11  17  .4927 156  .4643
 214. Towson                   12  18  .4909 160  .4636
 215. i UTRGV                  16  14  .4111 329  .4625
 216. Appalachian St.          12  19  .4878 166  .4624
 217. UNC Wilmington           10  20  .5003 143  .4619
 218. Col. Charleston           9  21  .5146 115  .4618
 219. Monmouth                 15  16  .4372 298  .4618
 220. i UMBC                   14  16  .4581 251  .4613
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 221. Rutgers                   6  24  .5764  45  .4603
 222. Dartmouth                 8  19  .5260  98  .4599
 223. Tennessee-Martin         12  19  .4820 186  .4598
 224. San Diego                14  16  .4504 272  .4596
 225. Howard                   16  13  .3978 339  .4595
 226. Presbyterian             13  18  .4704 217  .4592
 227. Samford                  11  19  .4970 151  .4592
 228. i St. Francis PA         17  15  .4258 314  .4577
 229. Boston U.                13  17  .4590 248  .4575
 230. Southern U.              13  14  .4320 308  .4564
 231. Marist                   15  17  .4284 310  .4563
 232. Richmond                 13  17  .4534 266  .4561
 233. Evansville               13  17  .4558 257  .4558
 234. Wofford                  11  17  .4598 246  .4538
 235. High Point               13  15  .4436 287  .4532
 236. Hawaii                   11  18  .4849 176  .4530
 237. Weber St.                11  18  .4704 215  .4528
 238. New Orleans              11  15  .4548 261  .4520
 239. Bradley                  11  19  .4750 203  .4518
 240. Grand Canyon             14  12  .4073 331  .4517
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 241. Liberty                  12  17  .4758 201  .4507
 242. Akron                     7  21  .5029 139  .4507
 243. Bryant                   18  14  .3822 345  .4506
 244. Marshall                 11  17  .4693 220  .4499
 245. Pacific                   8  21  .5234 104  .4490
 246. Georgia Southern         12  17  .4517 268  .4484
 247. South Alabama             9  20  .4965 153  .4476
 248. St. Bonaventure           9  20  .5067 130  .4475
 249. Jacksonville St.         12  15  .4337 302  .4465
 250. Furman                   11  17  .4667 232  .4465
 251. Miami-OH                  9  21  .4868 170  .4460
 252. Canisius                 10  21  .4888 165  .4456
 253. i Charleston So.         15  14  .4027 337  .4454
 254. Indiana St.              12  18  .4280 311  .4453
 255. Tennessee St.             9  16  .4651 236  .4436
 256. Coastal Carolina         12  15  .4157 324  .4418
 257. Georgia St.              11  18  .4489 277  .4408
 258. Butler                    6  25  .5352  83  .4407
 259. Md.-East. Shore          12  16  .4202 319  .4407
 260. Bowling Green             6  22  .5112 123  .4406
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 261. CS Bakersfield           13  14  .4053 333  .4406
 262. Stony Brook              11  18  .4560 256  .4402
 263. Austin Peay              12  16  .4364 299  .4398
 264. Murray St.               13  14  .4048 335  .4389
 265. Niagara                   8  22  .5008 142  .4386
 266. Prairie View             13  18  .4389 295  .4370
 267. SE Missouri              11  17  .4454 285  .4361
 268. Texas A&M-CC             11  18  .4630 241  .4357
 269. Loyola Maryland          11  20  .4709 214  .4350
 270. San Diego St.             9  19  .4744 205  .4342
 271. Eastern Kentucky         11  20  .4727 209  .4338
 272. Cal Poly                 11  18  .4469 281  .4328
 273. Kennesaw St.             10  20  .4690 221  .4315
 274. Vermont                   9  20  .4869 169  .4307
 275. Colgate                  10  20  .4546 262  .4306
 276. Western Carolina          7  22  .5065 131  .4290
 277. Portland                  5  24  .5218 105  .4287
 278. Manhattan                 8  22  .4837 182  .4278
 279. Davidson                  6  23  .5275  94  .4276
 280. N.C. A&T                 12  18  .4381 296  .4271
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 281. Tennessee Tech            9  20  .4717 211  .4270
 282. Norfolk St.              13  15  .3786 346  .4268
 283. McNeese St.              10  17  .4338 301  .4262
 284. Nevada                   10  19  .4462 283  .4232
 285. Eastern Michigan          5  25  .5217 107  .4225
 286. Sacramento St.            9  20  .4567 254  .4217
 287. UAPB                     10  18  .4259 313  .4212
 288. Mount St. Mary's         12  18  .4240 316  .4209
 289. Southern Utah             6  23  .4769 198  .4201
 290. Coppin St.                8  21  .4541 265  .4195
 291. Valparaiso                8  21  .4677 227  .4192
 292. Northern Arizona          8  21  .4631 240  .4163
 293. Savannah St.             10  19  .4446 286  .4162
 294. Northern Ky.              8  22  .4688 223  .4156
 295. UMKC                      8  19  .4675 229  .4155
 296. North Florida             7  20  .4626 242  .4133
 297. Eastern Illinois          7  19  .4542 264  .4133
 298. Nicholls St.             10  20  .4350 300  .4132
 299. Lafayette                 4  28  .5126 119  .4130
 300. UTEP                      7  23  .4850 175  .4125
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 301. Cent. Conn. St.          11  20  .4127 326  .4118
 302. Rhode Island              6  23  .4761 199  .4115
 303. Alcorn St.                9  21  .4415 291  .4112
 304. Lipscomb                  5  24  .5018 140  .4105
 305. Northwestern St.          9  17  .4322 306  .4101
 306. Lehigh                    9  20  .4503 273  .4098
 307. North Dakota St.          4  24  .5129 118  .4096
 308. Illinois St.              8  23  .4652 235  .4091
 309. Florida Int'l.            5  24  .5052 134  .4085
 310. Massachusetts             8  21  .4431 289  .4072
 311. Mississippi Val.          8  20  .4324 305  .4068
 312. Denver                    6  24  .4753 202  .4057
 313. Gardner-Webb              9  19  .4050 334  .4043
 314. Pepperdine                7  23  .4576 252  .4028
 315. USC Upstate               6  21  .4503 274  .3989
 316. Holy Cross                8  22  .4333 303  .3986
 317. Youngstown St.            7  21  .4477 280  .3982
 318. Arkansas St.              7  25  .4556 258  .3978
 319. IPFW                      4  23  .4761 200  .3969
 320. Illinois-Chicago          4  25  .4889 163  .3963
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 321. New Jersey Tech           9  19  .3912 342  .3928
 322. Air Force                 4  25  .4704 216  .3903
 323. St. Francis NY            8  22  .4188 322  .3893
 324. Florida A&M              11  19  .3873 344  .3891
 325. Montana                   5  23  .4808 191  .3888
 326. St. Peter's               3  27  .4842 178  .3861
 327. UC Irvine                 4  26  .4679 226  .3845
 328. Loyola Chicago            2  28  .4967 152  .3823
 329. Morgan St.                8  21  .3965 340  .3808
 330. Southeastern La.          4  24  .4636 239  .3805
 331. UL Monroe                 4  24  .4618 243  .3793
 332. Utah Valley               7  22  .4115 328  .3781
 333. Jackson St.               8  16  .3607 349  .3759
 334. Incarnate Word            7  20  .3953 341  .3755
 335. N.C. Central              7  20  .4054 332  .3732
 336. Long Island               6  23  .4253 315  .3725
 337. Florida Atlantic          3  25  .4593 247  .3668
 338. Houston Baptist           4  22  .4482 278  .3660
 339. Fair. Dickinson           8  21  .3683 348  .3640
 340. Sam Houston St.           3  24  .4521 267  .3606
 
                                      Sched.  SS
Rank  Team                      W   L  Strg. Rank  RPI
 341. Wagner                    3  25  .4394 294  .3581
 342. Longwood                  3  25  .4325 304  .3544
 343. UMass Lowell              2  26  .4498 275  .3539
 344. Chicago St.               0  29  .4808 192  .3533
 345. Winthrop                  1  29  .4655 234  .3526
 346. CS Fullerton              2  25  .4319 309  .3453
 347. Delaware St.              3  27  .3877 343  .3347
 348. S.C. State                3  23  .3692 347  .3297
 349. Alabama A&M               0  25  .4167 323  .3188
 
 
 
                                      Sched.  SS
Rank  Conference                W   L  Strg. Rank  RPI
   1. Pacific 12              257 150  .6086   1  .6006
   2. Southeastern            287 174  .5951   2  .5878
   3. Atlantic Coast          316 182  .5922   3  .5866
   4. Big 12                  197 130  .5894   4  .5744
   5. Big Ten                 262 197  .5627   5  .5505
   6. American                203 149  .5557   6  .5502
   7. Big East                177 144  .5472   7  .5423
   8. Ivy League              126 100  .5074   9  .5208
   9. Colonial                166 148  .5180   8  .5158
  10. Mid-American            197 176  .5048  10  .5099
  11. Summit                  131 135  .4955  13  .4979
  12. Atlantic 10             212 221  .5000  11  .4937
  13. Mountain West           166 167  .4912  14  .4918
  14. Conference USA          213 218  .4971  12  .4900
  15. West Coast              145 161  .4906  15  .4858
  16. Southern                115 122  .4802  17  .4825
  17. Missouri Valley         141 165  .4810  16  .4788
  18. Metro Atlantic          161 184  .4792  18  .4775
  19. Horizon                 146 157  .4729  20  .4772
  20. Big Sky                 169 191  .4725  21  .4767
  21. Sun Belt                166 192  .4713  22  .4732
  22. America East            127 145  .4736  19  .4721
  23. Big West                124 151  .4659  23  .4639
  24. Patriot                 141 168  .4609  24  .4635
  25. Atlantic Sun            104 129  .4599  25  .4588
  26. Ohio Valley             154 189  .4518  26  .4554
  27. Southland               151 207  .4449  27  .4435
  28. Big South               124 171  .4369  28  .4398
  29. Western Athletic         95 135  .4343  29  .4360
  30. Southwestern            115 173  .4228  30  .4276
  31. Northeast               121 184  .4165  31  .4190
  32. Mid-Eastern             142 236  .4115  32  .4154