Get KenPom Efficiency and Tempo Summary
Usage
kp_efficiency(min_year, max_year = most_recent_mbb_season())
Examples
# \donttest{
try(kp_efficiency(min_year = 2020, max_year = 2021))
#> team conf adj_t adj_t_rk raw_t raw_t_rk
#> 1 Coppin St. MEAC 76.8 1 79.4 1
#> 2 Eastern Kentucky OVC 74.8 2 75.6 5
#> 3 South Carolina SEC 74.6 3 75.3 7
#> 4 The Citadel SC 74.2 4 74.5 11
#> 5 Monmouth MAAC 74.2 5 74.4 12
#> 6 Bryant NEC 74.0 6 76.1 3
#> 7 Gonzaga WCC 73.8 7 74.3 14
#> 8 Long Beach St. BW 73.7 8 74.3 15
#> 9 LIU NEC 73.7 9 74.5 9
#> 10 St. John's BE 73.4 10 74.1 19
#> 11 Alabama SEC 73.3 11 74.5 10
#> 12 Delaware St. MEAC 73.3 12 77.2 2
#> 13 Georgia SEC 73.2 13 75.5 6
#> 14 Winthrop BSth 73.1 14 72.4 46
#> 15 Dixie St. WAC 73.1 15 73.9 21
#> 16 Buffalo MAC 73.1 16 74.3 16
#> 17 Samford SC 72.7 17 74.4 13
#> 18 Houston Baptist Slnd 72.6 18 74.1 18
#> 19 Arkansas SEC 72.6 19 75.0 8
#> 20 Marshall CUSA 72.6 20 73.1 32
#> 21 Arizona St. P12 72.5 21 72.6 43
#> 22 St. Francis NY NEC 72.5 22 73.6 26
#> 23 New Orleans Slnd 72.4 23 74.3 17
#> 24 Oklahoma St. B12 72.4 24 73.0 34
#> 25 Bethune Cookman MEAC 72.3 25 0.0 348
#> 26 Colgate Pat 72.2 26 72.6 44
#> 27 Eastern Washington BSky 72.2 27 71.4 80
#> 28 IUPUI Horz 72.1 28 72.7 39
#> 29 Central Michigan MAC 72.1 29 73.8 22
#> 30 Saint Joseph's A10 72.1 30 72.9 35
#> 31 Quinnipiac MAAC 72.0 31 72.0 58
#> 32 Morgan St. MEAC 71.9 32 75.6 4
#> 33 Weber St. BSky 71.9 33 71.5 78
#> 34 Bucknell Pat 71.8 34 73.1 33
#> 35 Nebraska B10 71.8 35 72.7 40
#> 36 James Madison CAA 71.8 36 71.6 77
#> 37 UTSA CUSA 71.8 37 72.1 57
#> 38 San Jose St. MWC 71.8 38 71.7 73
#> 39 Cal St. Fullerton BW 71.8 39 72.3 49
#> 40 South Carolina St. MEAC 71.6 40 72.4 45
#> 41 Massachusetts A10 71.6 41 72.3 48
#> 42 Nicholls St. Slnd 71.6 42 73.9 20
#> 43 North Carolina ACC 71.5 43 71.7 72
#> 44 Western Illinois Sum 71.5 44 73.7 24
#> 45 Texas Southern SWAC 71.5 45 72.8 36
#> 46 Oral Roberts Sum 71.4 46 72.7 38
#> 47 Pepperdine WCC 71.4 47 71.8 66
#> 48 Memphis Amer 71.3 48 72.1 56
#> 49 Tennessee St. OVC 71.2 49 72.3 50
#> 50 Mississippi Valley St. SWAC 71.1 50 73.6 25
#> 51 Coastal Carolina SB 71.1 51 71.9 61
#> 52 Wright St. Horz 71.1 52 72.1 53
#> 53 Washington P12 71.0 53 71.0 93
#> 54 Auburn SEC 71.0 54 73.4 29
#> 55 Portland WCC 71.0 55 72.7 37
#> 56 Louisiana SB 71.0 56 71.3 85
#> 57 Sam Houston St. Slnd 70.9 57 73.4 28
#> 58 Boston College ACC 70.9 58 71.8 64
#> 59 South Dakota St. Sum 70.9 59 71.8 67
#> 60 Denver Sum 70.9 60 71.4 81
#> 61 Central Arkansas Slnd 70.9 61 73.8 23
#> 62 Northwestern St. Slnd 70.8 62 73.6 27
#> 63 Alabama St. SWAC 70.8 63 72.3 47
#> 64 Belmont OVC 70.7 64 71.9 63
#> 65 Nebraska Omaha Sum 70.7 65 72.1 52
#> 66 Cincinnati Amer 70.7 66 71.1 91
#> 67 Ball St. MAC 70.7 67 72.1 54
#> 68 Fairleigh Dickinson NEC 70.6 68 71.9 60
#> 69 Florida Gulf Coast ASun 70.6 69 71.3 84
#> 70 LSU SEC 70.6 70 72.6 42
#> 71 Southern SWAC 70.6 71 72.6 41
#> 72 DePaul BE 70.6 72 70.6 105
#> 73 North Carolina A&T MEAC 70.6 73 73.2 30
#> 74 Canisius MAAC 70.6 74 71.5 79
#> 75 North Alabama ASun 70.6 75 70.1 126
#> 76 Cal Baptist WAC 70.5 76 71.1 92
#> 77 Western Carolina SC 70.5 77 72.1 55
#> 78 Georgia St. SB 70.5 78 70.6 107
#> 79 Illinois B10 70.5 79 71.2 88
#> 80 Hampton BSth 70.4 80 70.0 130
#> 81 Santa Clara WCC 70.4 81 71.8 68
#> 82 FIU CUSA 70.3 82 71.6 75
#> 83 Central Connecticut NEC 70.3 83 71.9 62
#> 84 San Diego WCC 70.2 84 72.2 51
#> 85 Utah Valley WAC 70.2 85 71.3 83
#> 86 Cal St. Northridge BW 70.1 86 70.4 111
#> 87 Lehigh Pat 70.0 87 71.3 86
#> 88 Minnesota B10 69.9 88 70.7 101
#> 89 VMI SC 69.9 89 71.6 74
#> 90 Florida St. ACC 69.9 90 69.9 142
#> 91 Iowa St. B12 69.9 91 70.5 108
#> 92 Southern Utah BSky 69.9 92 71.0 95
#> 93 Iowa B10 69.9 93 70.8 98
#> 94 Grambling St. SWAC 69.8 94 71.7 71
#> 95 Nevada MWC 69.8 95 70.1 129
#> 96 Bowling Green MAC 69.8 96 71.8 69
#> 97 Milwaukee Horz 69.8 97 71.0 94
#> 98 Kent St. MAC 69.8 98 70.7 102
#> 99 UC San Diego BW 69.7 99 69.2 172
#> 100 Brown Ivy 69.7 100 0.0 348
#> 101 Georgetown BE 69.7 101 70.3 119
#> 102 Stephen F. Austin Slnd 69.7 102 71.9 59
#> 103 UT Rio Grande Valley WAC 69.6 103 71.8 70
#> 104 Oakland Horz 69.6 104 70.7 103
#> 105 Texas A&M Corpus Chris Slnd 69.6 105 70.9 97
#> 106 Charleston Southern BSth 69.6 106 70.2 123
#> 107 VCU A10 69.6 107 70.3 117
#> 108 Albany AE 69.6 108 69.7 148
#> 109 Purdue Fort Wayne Horz 69.5 109 69.6 152
#> 110 Howard MEAC 69.5 110 73.1 31
#> 111 Alcorn St. SWAC 69.5 111 71.1 90
#> 112 Louisiana Tech CUSA 69.4 112 70.5 109
#> 113 Kennesaw St. ASun 69.3 113 69.3 169
#> 114 Rice CUSA 69.3 114 70.6 106
#> 115 Abilene Christian Slnd 69.3 115 71.0 96
#> 116 Portland St. BSky 69.2 116 69.7 150
#> 117 Middle Tennessee CUSA 69.2 117 69.7 149
#> 118 UT Arlington SB 69.2 118 70.3 118
#> 119 UC Davis BW 69.2 119 70.3 114
#> 120 Stanford P12 69.2 120 69.8 144
#> 121 Prairie View A&M SWAC 69.2 121 70.7 104
#> 122 West Virginia B12 69.2 122 70.4 113
#> 123 Ohio MAC 69.2 123 71.3 87
#> 124 Penn Ivy 69.2 124 0.0 348
#> 125 Penn St. B10 69.1 125 69.7 151
#> 126 Holy Cross Pat 69.1 126 69.8 143
#> 127 Missouri St. MVC 69.1 127 68.2 213
#> 128 Boise St. MWC 69.1 128 69.9 138
#> 129 Wyoming MWC 69.0 129 70.0 134
#> 130 UNC Wilmington CAA 69.0 130 70.0 131
#> 131 UMass Lowell AE 69.0 131 69.3 171
#> 132 Illinois St. MVC 69.0 132 68.7 189
#> 133 Colorado St. MWC 69.0 133 69.4 167
#> 134 Rhode Island A10 69.0 134 70.2 122
#> 135 Duquesne A10 69.0 135 68.4 203
#> 136 South Dakota Sum 68.9 136 70.1 127
#> 137 Columbia Ivy 68.9 137 0.0 348
#> 138 Eastern Illinois OVC 68.9 138 70.1 128
#> 139 Northern Iowa MVC 68.8 139 68.3 206
#> 140 Seattle WAC 68.8 140 70.4 112
#> 141 SMU Amer 68.8 141 70.8 100
#> 142 Tennessee Tech OVC 68.8 142 70.2 125
#> 143 Toledo MAC 68.7 143 70.2 120
#> 144 Creighton BE 68.7 144 69.5 157
#> 145 Lafayette Pat 68.6 145 70.2 124
#> 146 Texas B12 68.6 146 69.4 165
#> 147 Vanderbilt SEC 68.6 147 69.6 153
#> 148 Temple Amer 68.6 148 68.3 208
#> 149 Utah St. MWC 68.6 149 69.4 166
#> 150 Southeastern Louisiana Slnd 68.6 150 71.6 76
#> 151 Syracuse ACC 68.6 151 69.1 178
#> 152 Duke ACC 68.5 152 69.1 177
#> 153 Akron MAC 68.5 153 69.9 140
#> 154 St. Francis PA NEC 68.5 154 69.7 146
#> 155 La Salle A10 68.5 155 69.5 163
#> 156 McNeese St. Slnd 68.5 156 71.4 82
#> 157 Army Pat 68.4 157 69.9 139
#> 158 Southeast Missouri St. OVC 68.4 158 68.9 185
#> 159 Jackson St. SWAC 68.4 159 70.3 116
#> 160 Northwestern B10 68.4 160 69.3 168
#> 161 Florida A&M MEAC 68.4 161 70.8 99
#> 162 Loyola MD Pat 68.4 162 68.6 197
#> 163 Missouri SEC 68.4 163 70.3 115
#> 164 Michigan St. B10 68.3 164 68.9 181
#> 165 Pittsburgh ACC 68.3 165 68.5 199
#> 166 USC Upstate BSth 68.3 166 68.7 191
#> 167 Florida SEC 68.3 167 70.5 110
#> 168 Montana St. BSky 68.2 168 69.1 175
#> 169 Richmond A10 68.2 169 69.5 156
#> 170 UNC Asheville BSth 68.2 170 69.9 141
#> 171 NJIT AE 68.2 171 68.1 214
#> 172 SIU Edwardsville OVC 68.2 172 69.5 162
#> 173 Troy SB 68.2 173 69.5 158
#> 174 Kansas B12 68.2 174 69.5 160
#> 175 Illinois Chicago Horz 68.2 175 69.5 159
#> 176 George Mason A10 68.1 176 69.2 173
#> 177 Florida Atlantic CUSA 68.1 177 69.1 179
#> 178 Eastern Michigan MAC 68.1 178 69.9 137
#> 179 Hofstra CAA 68.1 179 68.9 184
#> 180 Harvard Ivy 68.1 180 0.0 348
#> 181 Kentucky SEC 68.1 181 70.0 132
#> 182 William & Mary CAA 68.1 182 67.2 265
#> 183 UNC Greensboro SC 68.0 183 70.2 121
#> 184 Saint Louis A10 68.0 184 68.6 195
#> 185 Yale Ivy 67.9 185 0.0 348
#> 186 Xavier BE 67.9 186 69.6 154
#> 187 East Carolina Amer 67.9 187 68.7 190
#> 188 George Washington A10 67.8 188 68.9 182
#> 189 Northern Colorado BSky 67.8 189 68.5 198
#> 190 Miami FL ACC 67.8 190 68.1 221
#> 191 UTEP CUSA 67.8 191 68.1 220
#> 192 Maryland Eastern Shore MEAC 67.8 192 0.0 348
#> 193 N.C. State ACC 67.8 193 68.1 215
#> 194 Stetson ASun 67.8 194 67.8 234
#> 195 New Mexico MWC 67.7 195 68.4 204
#> 196 Mercer SC 67.7 196 69.5 161
#> 197 San Francisco WCC 67.7 197 69.5 155
#> 198 Arizona P12 67.7 198 68.3 209
#> 199 Iona MAAC 67.7 199 69.7 147
#> 200 Furman SC 67.7 200 70.0 135
#> 201 Arkansas St. SB 67.6 201 69.2 174
#> 202 Youngstown St. Horz 67.6 202 68.3 205
#> 203 Utah P12 67.6 203 67.7 243
#> 204 Jacksonville ASun 67.6 204 68.3 207
#> 205 Rider MAAC 67.6 205 68.7 193
#> 206 BYU WCC 67.6 206 70.0 133
#> 207 Washington St. P12 67.6 207 68.6 194
#> 208 UMBC AE 67.5 208 68.7 188
#> 209 Alabama A&M SWAC 67.5 209 70.0 136
#> 210 Lamar Slnd 67.5 210 69.8 145
#> 211 Norfolk St. MEAC 67.5 211 71.8 65
#> 212 Chicago St. WAC 67.5 212 71.2 89
#> 213 Baylor B12 67.4 213 69.3 170
#> 214 Rutgers B10 67.4 214 68.1 216
#> 215 American Pat 67.4 215 67.7 236
#> 216 Marquette BE 67.4 216 68.4 202
#> 217 Old Dominion CUSA 67.4 217 68.2 212
#> 218 Southern Miss CUSA 67.4 218 68.2 211
#> 219 Western Kentucky CUSA 67.4 219 69.1 176
#> 220 Tennessee Martin OVC 67.4 220 68.4 201
#> 221 Tulane Amer 67.4 221 67.8 233
#> 222 UC Irvine BW 67.4 222 68.1 219
#> 223 Georgia Tech ACC 67.3 223 67.7 242
#> 224 Robert Morris Horz 67.3 224 68.4 200
#> 225 UCF Amer 67.2 225 68.0 229
#> 226 Oregon P12 67.2 226 68.1 223
#> 227 Notre Dame ACC 67.2 227 67.4 257
#> 228 Oklahoma B12 67.1 228 69.1 180
#> 229 North Dakota Sum 67.1 229 68.9 183
#> 230 Detroit Horz 67.1 230 68.1 218
#> 231 Louisiana Monroe SB 67.1 231 67.6 247
#> 232 Tennessee SEC 67.1 232 68.7 186
#> 233 Manhattan MAAC 67.1 233 67.5 253
#> 234 Wichita St. Amer 67.0 234 67.6 244
#> 235 USC P12 67.0 235 67.6 246
#> 236 Northeastern CAA 67.0 236 68.3 210
#> 237 Pacific WCC 67.0 237 68.7 192
#> 238 UAB CUSA 67.0 238 67.8 231
#> 239 Valparaiso MVC 67.0 239 67.1 276
#> 240 Little Rock SB 67.0 240 68.0 226
#> 241 Wake Forest ACC 67.0 241 67.2 272
#> 242 Arkansas Pine Bluff SWAC 67.0 242 69.4 164
#> 243 Hartford AE 66.9 243 66.9 281
#> 244 Indiana St. MVC 66.9 244 66.2 300
#> 245 Hawaii BW 66.9 245 67.3 260
#> 246 Cornell Ivy 66.8 246 0.0 348
#> 247 South Florida Amer 66.8 247 67.7 241
#> 248 Cal Poly BW 66.8 248 67.9 230
#> 249 Austin Peay OVC 66.8 249 68.6 196
#> 250 Idaho BSky 66.8 250 67.5 255
#> 251 Ohio St. B10 66.7 251 67.6 245
#> 252 Gardner Webb BSth 66.7 252 67.0 278
#> 253 Saint Peter's MAAC 66.7 253 68.0 225
#> 254 UC Riverside BW 66.7 254 66.8 282
#> 255 Georgia Southern SB 66.6 255 67.3 262
#> 256 Michigan B10 66.6 256 67.6 250
#> 257 Princeton Ivy 66.6 257 0.0 348
#> 258 TCU B12 66.6 258 67.6 249
#> 259 Dartmouth Ivy 66.6 259 0.0 348
#> 260 North Florida ASun 66.5 260 68.1 217
#> 261 South Alabama SB 66.5 261 67.6 248
#> 262 Delaware CAA 66.5 262 67.2 269
#> 263 Merrimack NEC 66.5 263 68.0 228
#> 264 Seton Hall BE 66.5 264 67.8 232
#> 265 Elon CAA 66.5 265 66.3 294
#> 266 New Hampshire AE 66.4 266 67.3 258
#> 267 Vermont AE 66.4 267 66.5 290
#> 268 Stony Brook AE 66.4 268 67.5 252
#> 269 Chattanooga SC 66.4 269 68.1 222
#> 270 Providence BE 66.3 270 67.2 268
#> 271 Drake MVC 66.3 271 66.0 310
#> 272 Sacred Heart NEC 66.2 272 68.0 227
#> 273 Siena MAAC 66.2 273 66.2 301
#> 274 Southern Illinois MVC 66.2 274 65.4 322
#> 275 Murray St. OVC 66.2 275 67.2 270
#> 276 Colorado P12 66.1 276 66.4 292
#> 277 High Point BSth 66.1 277 67.4 256
#> 278 Purdue B10 66.1 278 66.5 291
#> 279 Cleveland St. Horz 66.1 279 67.6 251
#> 280 Marist MAAC 66.1 280 66.8 283
#> 281 UNLV MWC 66.1 281 66.7 285
#> 282 Lipscomb ASun 66.0 282 67.3 259
#> 283 Western Michigan MAC 66.0 283 68.0 224
#> 284 Loyola Marymount WCC 66.0 284 67.7 237
#> 285 Green Bay Horz 65.9 285 67.7 238
#> 286 Navy Pat 65.9 286 67.2 267
#> 287 North Carolina Central MEAC 65.9 287 68.7 187
#> 288 Bradley MVC 65.9 288 65.9 313
#> 289 Indiana B10 65.9 289 67.2 266
#> 290 Binghamton AE 65.9 290 66.1 302
#> 291 Wofford SC 65.9 291 67.3 263
#> 292 Jacksonville St. OVC 65.8 292 67.7 239
#> 293 Miami OH MAC 65.8 293 67.8 235
#> 294 Towson CAA 65.8 294 66.9 280
#> 295 Fresno St. MWC 65.8 295 66.1 303
#> 296 Mississippi St. SEC 65.8 296 67.2 264
#> 297 Presbyterian BSth 65.7 297 66.3 296
#> 298 Virginia Tech ACC 65.7 298 66.4 293
#> 299 Montana BSky 65.7 299 67.1 275
#> 300 Louisville ACC 65.7 300 66.0 307
#> 301 UC Santa Barbara BW 65.6 301 66.6 288
#> 302 Boston University Pat 65.6 302 67.7 240
#> 303 Tulsa Amer 65.6 303 67.1 273
#> 304 Wagner NEC 65.5 304 66.8 284
#> 305 Dayton A10 65.5 305 66.2 299
#> 306 Oregon St. P12 65.5 306 65.8 316
#> 307 San Diego St. MWC 65.5 307 66.6 286
#> 308 Kansas St. B12 65.5 308 66.3 295
#> 309 Connecticut BE 65.5 309 66.1 305
#> 310 Appalachian St. SB 65.5 310 66.1 306
#> 311 East Tennessee St. SC 65.4 311 67.1 274
#> 312 Northern Illinois MAC 65.4 312 67.5 254
#> 313 Sacramento St. BSky 65.3 313 66.0 309
#> 314 Morehead St. OVC 65.2 314 67.0 277
#> 315 Bellarmine ASun 65.1 315 66.0 308
#> 316 Texas Tech B12 65.1 316 67.0 279
#> 317 Longwood BSth 65.0 317 66.3 298
#> 318 Mississippi SEC 64.9 318 67.3 261
#> 319 Grand Canyon WAC 64.9 319 66.5 289
#> 320 St. Bonaventure A10 64.8 320 65.3 326
#> 321 Maryland B10 64.7 321 65.4 321
#> 322 California P12 64.7 322 65.8 314
#> 323 Northern Kentucky Horz 64.7 323 66.3 297
#> 324 Incarnate Word Slnd 64.7 324 67.2 271
#> 325 New Mexico St. WAC 64.6 325 65.5 320
#> 326 Butler BE 64.6 326 65.1 329
#> 327 North Dakota St. Sum 64.6 327 66.6 287
#> 328 Wisconsin B10 64.6 328 65.7 317
#> 329 Niagara MAAC 64.5 329 65.6 318
#> 330 Maine AE 64.5 330 65.3 325
#> 331 Tarleton St. WAC 64.4 331 65.9 312
#> 332 Houston Amer 64.4 332 65.3 323
#> 333 Fairfield MAAC 64.3 333 65.3 328
#> 334 Texas A&M SEC 64.3 334 66.1 304
#> 335 Idaho St. BSky 64.2 335 65.1 330
#> 336 Villanova BE 64.2 336 65.5 319
#> 337 Clemson ACC 64.0 337 64.8 332
#> 338 Campbell BSth 63.9 338 64.8 333
#> 339 Northern Arizona BSky 63.9 339 65.3 324
#> 340 Drexel CAA 63.9 340 66.0 311
#> 341 UCLA P12 63.8 341 65.0 331
#> 342 Loyola Chicago MVC 63.7 342 63.3 345
#> 343 Fordham A10 63.7 343 64.3 339
#> 344 Cal St. Bakersfield BW 63.6 344 65.3 327
#> 345 Charleston CAA 63.5 345 64.3 338
#> 346 Radford BSth 63.5 346 64.5 336
#> 347 Liberty ASun 63.1 347 64.7 334
#> 348 Saint Mary's WCC 62.9 348 65.8 315
#> 349 Air Force MWC 62.8 349 63.9 341
#> 350 North Texas CUSA 62.7 350 64.6 335
#> 351 Charlotte CUSA 62.7 351 64.3 337
#> 352 UMKC Sum 62.5 352 64.1 340
#> 353 Davidson A10 62.5 353 63.4 344
#> 354 Texas St. SB 62.4 354 63.6 343
#> 355 Evansville MVC 62.0 355 62.3 346
#> 356 Mount St. Mary's NEC 61.6 356 63.6 342
#> 357 Virginia ACC 59.9 357 60.8 347
#> 358 Mississippi Valley St. SWAC 77.1 1 78.9 1
#> 359 Houston Baptist Slnd 76.1 2 77.9 2
#> 360 Marshall CUSA 74.9 3 75.2 7
#> 361 Alabama SEC 74.8 4 76.1 4
#> 362 Delaware St. MEAC 74.7 5 76.2 3
#> 363 Eastern Kentucky OVC 74.5 6 75.6 6
#> 364 Green Bay Horz 74.0 7 74.2 14
#> 365 Buffalo MAC 73.9 8 74.6 8
#> 366 North Carolina A&T MEAC 73.7 9 74.6 9
#> 367 The Citadel SC 73.7 10 74.3 13
#> 368 Central Michigan MAC 73.6 11 74.4 11
#> 369 Coppin St. MEAC 73.4 12 74.4 10
#> 370 San Jose St. MWC 73.3 13 74.0 19
#> 371 Arizona St. P12 73.2 14 73.6 23
#> 372 Central Arkansas Slnd 73.2 15 75.9 5
#> 373 Nebraska B10 73.1 16 72.8 33
#> 374 South Carolina SEC 73.1 17 72.5 37
#> 375 Eastern Washington BSky 73.1 18 73.6 24
#> 376 Georgia St. SB 73.0 19 73.7 21
#> 377 Bethune Cookman MEAC 73.0 20 74.0 18
#> 378 St. John's BE 72.9 21 74.1 16
#> 379 Texas Southern SWAC 72.9 22 74.4 12
#> 380 LIU NEC 72.8 23 73.3 26
#> 381 UTSA CUSA 72.8 24 73.0 30
#> 382 Samford SC 72.8 25 74.0 17
#> 383 Coastal Carolina SB 72.8 26 73.3 27
#> 384 Monmouth MAAC 72.6 27 72.0 44
#> 385 Memphis Amer 72.6 28 73.1 29
#> 386 Northwestern St. Slnd 72.4 29 74.1 15
#> 387 FIU CUSA 72.2 30 72.5 38
#> 388 Wright St. Horz 72.1 31 73.1 28
#> 389 James Madison CAA 72.1 32 71.6 57
#> 390 Southeastern Louisiana Slnd 72.1 33 73.9 20
#> 391 Duke ACC 72.0 34 72.8 31
#> 392 Gonzaga WCC 71.9 35 72.6 36
#> 393 Winthrop BSth 71.9 36 71.7 55
#> 394 Louisiana SB 71.8 37 72.4 39
#> 395 New Mexico MWC 71.8 38 72.6 35
#> 396 Stephen F. Austin Slnd 71.8 39 73.7 22
#> 397 Portland St. BSky 71.8 40 71.8 50
#> 398 Georgia Southern SB 71.8 41 72.7 34
#> 399 Santa Clara WCC 71.6 42 72.8 32
#> 400 Western Carolina SC 71.5 43 72.3 41
#> 401 Western Illinois Sum 71.3 44 72.0 45
#> 402 Arkansas SEC 71.2 45 71.4 61
#> 403 Rhode Island A10 71.2 46 71.9 47
#> 404 Saint Joseph's A10 71.2 47 71.2 66
#> 405 Sam Houston St. Slnd 71.1 48 73.4 25
#> 406 Rider MAAC 71.1 49 71.8 52
#> 407 Nevada MWC 71.0 50 71.7 56
#> 408 UNC Asheville BSth 71.0 51 70.8 79
#> 409 Loyola MD Pat 71.0 52 71.2 68
#> 410 Denver Sum 70.9 53 71.5 60
#> 411 Penn St. B10 70.9 54 71.4 62
#> 412 Long Beach St. BW 70.9 55 71.3 64
#> 413 Hampton BSth 70.9 56 70.7 86
#> 414 Pepperdine WCC 70.8 57 71.8 51
#> 415 IUPUI Horz 70.8 58 71.2 70
#> 416 Washington St. P12 70.8 59 71.1 71
#> 417 Marquette BE 70.7 60 71.4 63
#> 418 Prairie View A&M SWAC 70.7 61 72.4 40
#> 419 East Carolina Amer 70.6 62 70.7 87
#> 420 DePaul BE 70.6 63 71.7 53
#> 421 Georgia SEC 70.5 64 71.9 48
#> 422 Belmont OVC 70.5 65 72.3 42
#> 423 UT Rio Grande Valley WAC 70.4 66 70.5 99
#> 424 North Carolina ACC 70.4 67 70.4 106
#> 425 Oral Roberts Sum 70.4 68 71.8 49
#> 426 Utah Valley WAC 70.4 69 70.3 111
#> 427 St. Francis NY NEC 70.3 70 70.6 92
#> 428 Bryant NEC 70.3 71 70.2 116
#> 429 UMass Lowell AE 70.3 72 70.8 78
#> 430 Temple Amer 70.3 73 70.6 89
#> 431 Cal St. Northridge BW 70.3 74 70.9 74
#> 432 Howard MEAC 70.2 75 71.9 46
#> 433 Penn Ivy 70.2 76 71.0 72
#> 434 Iowa B10 70.2 77 70.6 93
#> 435 San Diego WCC 70.2 78 70.7 85
#> 436 Wake Forest ACC 70.1 79 70.8 81
#> 437 Rice CUSA 70.1 80 71.3 65
#> 438 Bowling Green MAC 70.1 81 70.9 76
#> 439 Alcorn St. SWAC 70.1 82 72.1 43
#> 440 North Alabama ASun 70.1 83 69.8 124
#> 441 LSU SEC 70.0 84 70.8 80
#> 442 South Dakota Sum 70.0 85 71.0 73
#> 443 Canisius MAAC 70.0 86 70.3 110
#> 444 Georgetown BE 70.0 87 71.6 58
#> 445 Georgia Tech ACC 70.0 88 70.5 96
#> 446 Florida St. ACC 69.9 89 69.6 139
#> 447 Iowa St. B12 69.9 90 70.4 102
#> 448 Seattle WAC 69.9 91 70.4 103
#> 449 Stony Brook AE 69.8 92 69.8 128
#> 450 Seton Hall BE 69.8 93 70.9 75
#> 451 New Orleans Slnd 69.8 94 71.7 54
#> 452 Middle Tennessee CUSA 69.8 95 70.5 94
#> 453 Washington P12 69.8 96 70.3 113
#> 454 Alabama St. SWAC 69.7 97 70.8 83
#> 455 Oklahoma B12 69.6 98 69.7 135
#> 456 Lamar Slnd 69.6 99 71.2 67
#> 457 Morgan St. MEAC 69.6 100 70.9 77
#> 458 Wichita St. Amer 69.5 101 70.6 88
#> 459 Milwaukee Horz 69.5 102 70.3 112
#> 460 N.C. State ACC 69.5 103 70.6 91
#> 461 Central Connecticut NEC 69.5 104 70.5 97
#> 462 Illinois Chicago Horz 69.5 105 70.6 90
#> 463 Army Pat 69.5 106 69.7 132
#> 464 Bucknell Pat 69.5 107 69.8 126
#> 465 BYU WCC 69.5 108 69.7 133
#> 466 Vanderbilt SEC 69.4 109 70.0 120
#> 467 Akron MAC 69.4 110 70.1 118
#> 468 North Florida ASun 69.4 111 69.2 161
#> 469 West Virginia B12 69.4 112 69.4 148
#> 470 Brown Ivy 69.4 113 69.9 121
#> 471 Cal St. Fullerton BW 69.3 114 69.2 168
#> 472 Arizona P12 69.3 115 70.3 109
#> 473 Colorado St. MWC 69.3 116 69.7 134
#> 474 Detroit Horz 69.3 117 70.5 95
#> 475 Southern Utah BSky 69.3 118 69.5 147
#> 476 Troy SB 69.3 119 70.4 108
#> 477 Boston College ACC 69.3 120 69.6 138
#> 478 Tennessee St. OVC 69.3 121 70.4 104
#> 479 Portland WCC 69.3 122 70.2 115
#> 480 Valparaiso MVC 69.3 123 69.2 164
#> 481 Richmond A10 69.3 124 69.3 159
#> 482 Little Rock SB 69.3 125 70.2 117
#> 483 Nebraska Omaha Sum 69.2 126 70.8 82
#> 484 Auburn SEC 69.2 127 70.5 100
#> 485 USC Upstate BSth 69.2 128 69.3 156
#> 486 Eastern Illinois OVC 69.1 129 70.4 101
#> 487 Michigan St. B10 69.1 130 69.3 157
#> 488 La Salle A10 69.1 131 69.7 129
#> 489 Columbia Ivy 69.1 132 69.4 151
#> 490 Boise St. MWC 69.1 133 69.7 131
#> 491 VCU A10 69.0 134 69.2 162
#> 492 Chicago St. WAC 69.0 135 69.4 150
#> 493 SIU Edwardsville OVC 69.0 136 69.9 122
#> 494 McNeese St. Slnd 69.0 137 71.2 69
#> 495 St. Francis PA NEC 68.9 138 69.7 130
#> 496 USC P12 68.9 139 70.0 119
#> 497 Idaho BSky 68.9 140 69.0 175
#> 498 Quinnipiac MAAC 68.9 141 68.9 184
#> 499 Fairleigh Dickinson NEC 68.9 142 69.0 174
#> 500 Kent St. MAC 68.9 143 69.6 140
#> 501 Murray St. OVC 68.9 144 69.5 143
#> 502 North Dakota Sum 68.9 145 70.2 114
#> 503 Florida Atlantic CUSA 68.8 146 69.6 141
#> 504 Air Force MWC 68.8 147 68.9 183
#> 505 Harvard Ivy 68.8 148 68.8 186
#> 506 Tennessee Martin OVC 68.7 149 69.7 136
#> 507 Michigan B10 68.7 150 69.4 152
#> 508 Grambling St. SWAC 68.7 151 70.5 98
#> 509 Sacred Heart NEC 68.7 152 69.5 145
#> 510 Lipscomb ASun 68.7 153 68.1 232
#> 511 Tulane Amer 68.7 154 69.4 154
#> 512 San Francisco WCC 68.7 155 69.0 176
#> 513 Iona MAAC 68.7 156 68.6 203
#> 514 Jackson St. SWAC 68.7 157 70.4 107
#> 515 Nicholls St. Slnd 68.7 158 71.5 59
#> 516 American Pat 68.7 159 68.9 181
#> 517 Florida A&M MEAC 68.6 160 70.8 84
#> 518 Massachusetts A10 68.6 161 69.2 169
#> 519 Cal Baptist WAC 68.6 162 69.4 149
#> 520 New Hampshire AE 68.6 163 69.5 146
#> 521 Binghamton AE 68.6 164 68.9 182
#> 522 UNC Wilmington CAA 68.5 165 68.4 216
#> 523 Albany AE 68.5 166 69.4 153
#> 524 Connecticut Amer 68.5 167 69.0 179
#> 525 Colgate Pat 68.5 168 68.6 201
#> 526 Illinois St. MVC 68.5 169 68.2 229
#> 527 Hawaii BW 68.4 170 69.1 172
#> 528 Providence BE 68.4 171 69.6 142
#> 529 Abilene Christian Slnd 68.4 172 70.4 105
#> 530 Oklahoma St. B12 68.4 173 68.4 214
#> 531 Lehigh Pat 68.4 174 68.7 199
#> 532 Cal Poly BW 68.3 175 68.2 228
#> 533 Western Kentucky CUSA 68.3 176 69.5 144
#> 534 Holy Cross Pat 68.3 177 68.7 195
#> 535 Creighton BE 68.3 178 69.8 127
#> 536 Syracuse ACC 68.3 179 68.4 220
#> 537 Miami FL ACC 68.3 180 68.7 193
#> 538 Missouri St. MVC 68.3 181 68.6 207
#> 539 Delaware CAA 68.3 182 68.5 209
#> 540 Stanford P12 68.3 183 68.7 194
#> 541 Hartford AE 68.2 184 68.5 211
#> 542 Montana BSky 68.2 185 69.2 163
#> 543 Kennesaw St. ASun 68.2 186 68.1 230
#> 544 Furman SC 68.2 187 69.2 166
#> 545 Colorado P12 68.2 188 68.1 231
#> 546 Jacksonville St. OVC 68.1 189 69.1 171
#> 547 Notre Dame ACC 68.1 190 69.0 177
#> 548 Xavier BE 68.1 191 69.2 167
#> 549 Mercer SC 68.1 192 69.8 125
#> 550 Toledo MAC 68.1 193 69.3 160
#> 551 UC Davis BW 68.0 194 67.8 241
#> 552 Ohio MAC 68.0 195 68.8 189
#> 553 Mississippi SEC 68.0 196 68.8 191
#> 554 Saint Peter's MAAC 68.0 197 68.6 204
#> 555 Grand Canyon WAC 68.0 198 67.5 254
#> 556 Cincinnati Amer 68.0 199 68.8 185
#> 557 Ball St. MAC 68.0 200 69.1 173
#> 558 South Dakota St. Sum 68.0 201 69.8 123
#> 559 Hofstra CAA 67.9 202 68.4 221
#> 560 VMI SC 67.9 203 68.7 196
#> 561 Drake MVC 67.9 204 67.3 262
#> 562 Purdue Fort Wayne Sum 67.9 205 68.9 180
#> 563 Indiana B10 67.9 206 68.7 200
#> 564 Longwood BSth 67.8 207 68.5 213
#> 565 UCF Amer 67.8 208 68.7 197
#> 566 Austin Peay OVC 67.8 209 69.1 170
#> 567 UNC Greensboro SC 67.8 210 68.6 205
#> 568 Duquesne A10 67.8 211 67.7 247
#> 569 UC Irvine BW 67.7 212 68.4 218
#> 570 Alabama A&M SWAC 67.7 213 69.6 137
#> 571 UT Arlington SB 67.7 214 68.7 198
#> 572 Kentucky SEC 67.7 215 68.5 212
#> 573 Weber St. BSky 67.6 216 67.9 236
#> 574 Evansville MVC 67.6 217 67.8 243
#> 575 Southeast Missouri St. OVC 67.6 218 68.6 202
#> 576 Saint Louis A10 67.6 219 68.4 215
#> 577 Dayton A10 67.6 220 68.0 233
#> 578 Maryland Eastern Shore MEAC 67.5 221 69.3 158
#> 579 William & Mary CAA 67.5 222 67.9 239
#> 580 Wagner NEC 67.5 223 68.8 192
#> 581 UTEP CUSA 67.5 224 68.4 219
#> 582 Norfolk St. MEAC 67.5 225 69.3 155
#> 583 South Carolina St. MEAC 67.4 226 69.2 165
#> 584 Yale Ivy 67.4 227 67.9 237
#> 585 Western Michigan MAC 67.4 228 68.4 217
#> 586 Utah St. MWC 67.4 229 68.0 234
#> 587 Idaho St. BSky 67.4 230 67.6 250
#> 588 Rutgers B10 67.4 231 67.6 253
#> 589 Morehead St. OVC 67.3 232 68.8 188
#> 590 Kansas B12 67.3 233 67.6 248
#> 591 Montana St. BSky 67.3 234 67.8 242
#> 592 Drexel CAA 67.3 235 67.7 244
#> 593 Texas Tech B12 67.3 236 68.3 223
#> 594 Arkansas St. SB 67.3 237 68.3 225
#> 595 Southern Miss CUSA 67.2 238 68.2 226
#> 596 Kansas St. B12 67.2 239 67.3 267
#> 597 Appalachian St. SB 67.2 240 68.3 222
#> 598 Cleveland St. Horz 67.1 241 69.0 178
#> 599 Louisville ACC 67.1 242 67.2 269
#> 600 Miami OH MAC 67.1 243 68.8 190
#> 601 Bradley MVC 67.1 244 67.1 271
#> 602 Maryland B10 67.0 245 67.6 249
#> 603 George Mason A10 67.0 246 67.4 261
#> 604 UNLV MWC 67.0 247 67.3 266
#> 605 Chattanooga SC 67.0 248 68.2 227
#> 606 NJIT ASun 66.9 249 66.6 291
#> 607 Charleston Southern BSth 66.9 250 67.9 238
#> 608 Lafayette Pat 66.9 251 67.5 255
#> 609 Tennessee Tech OVC 66.9 252 68.5 210
#> 610 Presbyterian BSth 66.9 253 67.0 279
#> 611 Eastern Michigan MAC 66.8 254 67.7 245
#> 612 UMBC AE 66.8 255 67.3 265
#> 613 Southern SWAC 66.8 256 68.5 208
#> 614 Minnesota B10 66.8 257 67.3 264
#> 615 Wyoming MWC 66.7 258 67.4 260
#> 616 Northwestern B10 66.7 259 66.7 287
#> 617 Utah P12 66.7 260 67.6 252
#> 618 Siena MAAC 66.7 261 67.2 270
#> 619 Jacksonville ASun 66.6 262 66.7 285
#> 620 North Carolina Central MEAC 66.6 263 68.8 187
#> 621 George Washington A10 66.6 264 66.7 283
#> 622 Northern Arizona BSky 66.6 265 67.1 273
#> 623 Louisiana Tech CUSA 66.5 266 67.7 246
#> 624 Missouri SEC 66.5 267 67.0 277
#> 625 Old Dominion CUSA 66.4 268 67.5 257
#> 626 Youngstown St. Horz 66.4 269 68.0 235
#> 627 Indiana St. MVC 66.4 270 66.2 305
#> 628 High Point BSth 66.4 271 67.0 275
#> 629 Boston University Pat 66.3 272 66.5 299
#> 630 Vermont AE 66.3 273 66.5 298
#> 631 Princeton Ivy 66.3 274 67.1 272
#> 632 Villanova BE 66.2 275 67.6 251
#> 633 Mississippi St. SEC 66.2 276 67.3 263
#> 634 Baylor B12 66.2 277 66.6 289
#> 635 Elon CAA 66.2 278 66.5 301
#> 636 Gardner Webb BSth 66.2 279 66.8 281
#> 637 Ohio St. B10 66.2 280 66.7 286
#> 638 East Tennessee St. SC 66.1 281 67.5 258
#> 639 Robert Morris NEC 66.1 282 67.1 274
#> 640 Incarnate Word Slnd 66.1 283 68.6 206
#> 641 Arkansas Pine Bluff SWAC 66.1 284 67.5 259
#> 642 Oakland Horz 66.1 285 67.2 268
#> 643 Florida Gulf Coast ASun 66.1 286 66.2 307
#> 644 North Dakota St. Sum 66.0 287 67.5 256
#> 645 Illinois B10 66.0 288 67.0 278
#> 646 Niagara MAAC 66.0 289 66.5 300
#> 647 Clemson ACC 66.0 290 66.6 294
#> 648 Northeastern CAA 65.9 291 65.8 320
#> 649 Texas B12 65.9 292 66.2 310
#> 650 Wofford SC 65.9 293 66.6 296
#> 651 Maine AE 65.9 294 66.0 317
#> 652 Charleston CAA 65.9 295 66.6 288
#> 653 Manhattan MAAC 65.8 296 66.2 306
#> 654 Tulsa Amer 65.8 297 67.0 276
#> 655 Dartmouth Ivy 65.8 298 66.3 303
#> 656 Northern Iowa MVC 65.8 299 65.7 323
#> 657 Houston Amer 65.7 300 66.8 282
#> 658 St. Bonaventure A10 65.7 301 66.2 309
#> 659 UAB CUSA 65.7 302 67.0 280
#> 660 Texas A&M Corpus Chris Slnd 65.7 303 68.3 224
#> 661 Northern Kentucky Horz 65.7 304 67.9 240
#> 662 Oregon St. P12 65.6 305 66.6 295
#> 663 Campbell BSth 65.6 306 66.6 292
#> 664 Charlotte CUSA 65.5 307 66.6 290
#> 665 Pittsburgh ACC 65.5 308 66.0 314
#> 666 Virginia Tech ACC 65.5 309 66.1 311
#> 667 South Alabama SB 65.3 310 66.7 284
#> 668 Loyola Chicago MVC 65.3 311 65.5 328
#> 669 Texas St. SB 65.2 312 66.6 293
#> 670 Tennessee SEC 65.2 313 66.6 297
#> 671 Cornell Ivy 65.2 314 65.8 319
#> 672 California P12 65.2 315 65.7 322
#> 673 Marist MAAC 65.2 316 65.5 327
#> 674 Towson CAA 65.1 317 65.4 332
#> 675 TCU B12 65.1 318 65.6 326
#> 676 Oregon P12 65.0 319 66.2 308
#> 677 Northern Colorado BSky 65.0 320 65.5 331
#> 678 Cal St. Bakersfield WAC 64.9 321 65.5 330
#> 679 Louisiana Monroe SB 64.9 322 66.1 313
#> 680 Pacific WCC 64.9 323 65.9 318
#> 681 South Florida Amer 64.9 324 65.5 329
#> 682 UCLA P12 64.9 325 66.3 302
#> 683 Florida SEC 64.9 326 66.2 304
#> 684 UMKC WAC 64.9 327 65.6 324
#> 685 Fordham A10 64.8 328 65.2 333
#> 686 Northern Illinois MAC 64.8 329 66.1 312
#> 687 Davidson A10 64.8 330 65.6 325
#> 688 SMU Amer 64.8 331 66.0 315
#> 689 San Diego St. MWC 64.6 332 66.0 316
#> 690 Purdue B10 64.6 333 64.7 338
#> 691 Texas A&M SEC 64.5 334 65.7 321
#> 692 UC Santa Barbara BW 64.5 335 64.9 337
#> 693 Radford BSth 64.3 336 64.9 336
#> 694 Southern Illinois MVC 64.2 337 64.1 346
#> 695 Fresno St. MWC 64.2 338 65.0 334
#> 696 Saint Mary's WCC 63.9 339 65.0 335
#> 697 Sacramento St. BSky 63.9 340 64.4 341
#> 698 Butler BE 63.7 341 64.5 339
#> 699 Wisconsin B10 63.7 342 64.5 340
#> 700 New Mexico St. WAC 63.5 343 64.3 342
#> 701 Stetson ASun 63.2 344 63.9 349
#> 702 Mount St. Mary's NEC 63.2 345 64.3 344
#> 703 Fairfield MAAC 63.2 346 63.6 350
#> 704 UC Riverside BW 63.2 347 64.1 347
#> 705 Merrimack NEC 63.2 348 64.0 348
#> 706 Loyola Marymount WCC 63.0 349 64.3 343
#> 707 North Texas CUSA 62.9 350 64.2 345
#> 708 Navy Pat 62.5 351 62.2 351
#> 709 Liberty ASun 61.5 352 61.3 352
#> 710 Virginia ACC 59.4 353 60.3 353
#> avg_poss_length_off avg_poss_length_off_rk avg_poss_length_def
#> 1 14.0 1 16.1
#> 2 15.4 16 16.1
#> 3 15.2 12 16.7
#> 4 15.5 18 16.7
#> 5 14.6 4 17.8
#> 6 15.5 17 16.0
#> 7 14.4 3 18.0
#> 8 15.3 14 17.1
#> 9 14.9 8 17.4
#> 10 14.9 9 17.3
#> 11 14.2 2 17.8
#> 12 15.4 15 15.7
#> 13 15.6 21 16.2
#> 14 15.0 10 18.0
#> 15 14.7 5 17.5
#> 16 15.2 11 17.2
#> 17 15.7 24 16.5
#> 18 16.1 47 16.1
#> 19 16.0 36 16.0
#> 20 14.8 6 17.8
#> 21 16.1 49 17.1
#> 22 16.5 79 16.3
#> 23 16.1 43 16.1
#> 24 15.7 26 17.2
#> 25 0.0 1 0.0
#> 26 16.0 35 17.0
#> 27 15.9 31 17.8
#> 28 16.5 75 16.4
#> 29 16.0 34 16.6
#> 30 16.4 68 16.5
#> 31 16.6 90 16.9
#> 32 15.8 28 16.0
#> 33 15.9 32 17.6
#> 34 15.2 13 17.5
#> 35 15.5 19 17.4
#> 36 16.1 46 17.3
#> 37 16.5 73 16.6
#> 38 16.4 62 16.9
#> 39 16.6 98 16.5
#> 40 16.6 89 16.4
#> 41 16.5 71 16.6
#> 42 15.6 22 16.6
#> 43 15.7 25 17.7
#> 44 16.6 100 15.9
#> 45 16.2 57 16.4
#> 46 16.1 41 16.9
#> 47 15.5 20 17.7
#> 48 16.3 58 17.1
#> 49 16.5 84 16.6
#> 50 16.6 105 15.6
#> 51 16.8 116 16.4
#> 52 16.3 59 16.9
#> 53 16.4 69 17.4
#> 54 16.5 76 16.3
#> 55 17.1 154 15.9
#> 56 16.2 52 17.4
#> 57 16.0 39 16.5
#> 58 16.8 114 16.5
#> 59 15.9 33 17.4
#> 60 16.6 95 17.1
#> 61 16.1 42 16.2
#> 62 16.5 82 15.9
#> 63 16.0 38 16.8
#> 64 15.7 27 17.5
#> 65 16.4 67 16.8
#> 66 16.7 108 17.0
#> 67 16.6 101 16.6
#> 68 16.5 72 17.1
#> 69 16.6 96 16.9
#> 70 16.2 51 16.8
#> 71 16.5 78 16.7
#> 72 15.8 29 18.0
#> 73 16.6 97 16.2
#> 74 16.2 53 17.5
#> 75 16.2 55 17.8
#> 76 16.2 54 17.5
#> 77 16.8 125 16.7
#> 78 15.9 30 17.9
#> 79 16.8 112 17.1
#> 80 16.5 80 17.5
#> 81 15.7 23 17.7
#> 82 16.4 63 17.1
#> 83 16.6 99 16.9
#> 84 16.9 134 16.1
#> 85 17.0 139 16.7
#> 86 16.3 60 17.7
#> 87 17.2 164 16.6
#> 88 16.7 109 17.0
#> 89 16.5 83 17.0
#> 90 16.2 56 18.0
#> 91 16.9 135 17.0
#> 92 17.0 138 16.9
#> 93 16.2 50 17.6
#> 94 16.5 81 16.9
#> 95 16.6 104 17.4
#> 96 16.1 45 17.1
#> 97 16.4 66 17.2
#> 98 17.4 189 16.6
#> 99 17.0 142 17.6
#> 100 0.0 1 0.0
#> 101 16.8 121 17.0
#> 102 16.6 93 16.5
#> 103 14.8 7 18.4
#> 104 17.4 191 16.6
#> 105 17.0 143 16.7
#> 106 16.8 128 17.3
#> 107 16.0 37 18.0
#> 108 17.1 156 17.7
#> 109 16.7 106 17.8
#> 110 16.1 40 16.5
#> 111 17.2 167 16.4
#> 112 16.8 119 17.2
#> 113 18.1 258 16.6
#> 114 17.1 152 16.7
#> 115 16.9 129 16.7
#> 116 17.1 159 17.0
#> 117 17.6 210 16.7
#> 118 16.8 113 17.3
#> 119 17.1 147 16.9
#> 120 16.8 117 17.7
#> 121 16.7 107 16.9
#> 122 17.4 179 16.8
#> 123 17.1 148 16.6
#> 124 0.0 1 0.0
#> 125 16.6 92 18.0
#> 126 17.5 200 16.8
#> 127 17.5 198 17.6
#> 128 16.5 70 17.6
#> 129 17.4 188 16.8
#> 130 16.6 94 17.7
#> 131 17.3 176 17.4
#> 132 16.6 87 18.3
#> 133 17.0 137 17.4
#> 134 16.9 132 17.2
#> 135 17.5 195 17.6
#> 136 17.4 180 16.9
#> 137 0.0 1 0.0
#> 138 17.1 149 17.0
#> 139 17.5 197 17.6
#> 140 17.3 171 17.0
#> 141 16.1 48 17.6
#> 142 17.0 144 17.1
#> 143 16.7 111 17.2
#> 144 16.1 44 18.2
#> 145 16.9 133 17.3
#> 146 16.4 64 18.1
#> 147 18.2 267 16.0
#> 148 17.4 185 17.7
#> 149 17.0 145 17.5
#> 150 17.3 177 16.3
#> 151 16.4 61 18.0
#> 152 17.2 169 17.3
#> 153 16.9 130 17.4
#> 154 17.2 162 17.1
#> 155 17.1 158 17.2
#> 156 17.2 161 16.2
#> 157 16.6 102 17.3
#> 158 17.2 168 17.3
#> 159 16.8 120 17.2
#> 160 16.4 65 18.1
#> 161 16.5 77 17.1
#> 162 17.9 244 17.1
#> 163 16.8 122 17.1
#> 164 17.3 174 17.4
#> 165 17.5 205 17.4
#> 166 17.9 242 17.0
#> 167 16.6 88 17.4
#> 168 17.1 150 17.8
#> 169 16.6 103 17.8
#> 170 17.0 136 17.1
#> 171 17.5 196 17.8
#> 172 17.9 247 16.6
#> 173 17.7 223 16.8
#> 174 16.5 74 18.0
#> 175 17.1 153 17.4
#> 176 16.8 124 17.8
#> 177 16.7 110 17.8
#> 178 17.8 231 16.4
#> 179 16.8 123 18.0
#> 180 0.0 1 0.0
#> 181 17.1 151 17.2
#> 182 17.9 241 17.5
#> 183 16.6 91 17.4
#> 184 16.8 127 17.9
#> 185 0.0 1 0.0
#> 186 16.8 118 17.6
#> 187 17.3 175 17.4
#> 188 17.8 233 17.1
#> 189 18.1 262 17.2
#> 190 18.3 279 16.8
#> 191 17.5 206 17.7
#> 192 0.0 1 0.0
#> 193 17.0 141 18.2
#> 194 18.5 299 16.7
#> 195 18.0 249 17.1
#> 196 17.4 187 17.0
#> 197 17.7 220 16.8
#> 198 16.8 126 18.3
#> 199 17.6 213 17.0
#> 200 16.6 86 17.4
#> 201 17.7 222 16.9
#> 202 17.6 217 17.4
#> 203 17.7 221 17.7
#> 204 16.8 115 17.9
#> 205 17.6 209 17.6
#> 206 17.1 157 17.0
#> 207 18.2 266 16.7
#> 208 16.6 85 18.1
#> 209 17.7 225 16.5
#> 210 17.4 184 16.7
#> 211 17.6 211 16.2
#> 212 17.8 235 15.9
#> 213 17.0 140 17.6
#> 214 17.2 166 17.9
#> 215 18.2 275 17.1
#> 216 18.3 278 16.7
#> 217 17.8 238 17.4
#> 218 17.5 208 17.3
#> 219 17.6 216 16.9
#> 220 18.0 252 16.8
#> 221 17.4 181 18.1
#> 222 18.1 257 17.1
#> 223 17.7 229 17.6
#> 224 17.2 163 17.7
#> 225 17.8 234 17.4
#> 226 17.4 182 17.8
#> 227 17.4 193 18.1
#> 228 17.4 186 17.4
#> 229 17.5 199 17.3
#> 230 18.0 250 17.2
#> 231 17.4 192 17.9
#> 232 17.2 165 17.4
#> 233 17.5 202 18.0
#> 234 17.6 214 17.8
#> 235 17.4 190 18.3
#> 236 18.2 272 16.8
#> 237 18.2 274 17.1
#> 238 17.3 173 17.9
#> 239 17.5 201 18.3
#> 240 17.4 183 17.6
#> 241 18.9 315 16.7
#> 242 18.5 298 16.0
#> 243 18.6 303 17.2
#> 244 17.7 219 18.2
#> 245 17.5 204 18.0
#> 246 0.0 1 0.0
#> 247 18.0 253 17.2
#> 248 17.5 203 17.6
#> 249 17.9 245 16.9
#> 250 17.7 227 17.6
#> 251 18.2 277 17.3
#> 252 17.1 160 18.2
#> 253 17.8 240 17.4
#> 254 19.1 325 16.8
#> 255 18.1 261 17.4
#> 256 17.4 194 18.1
#> 257 0.0 1 0.0
#> 258 18.3 280 17.0
#> 259 0.0 1 0.0
#> 260 17.8 232 17.2
#> 261 17.0 146 18.3
#> 262 18.6 304 17.0
#> 263 17.4 178 17.8
#> 264 17.3 170 18.0
#> 265 17.6 215 18.5
#> 266 18.4 293 17.2
#> 267 17.9 243 17.9
#> 268 17.7 224 17.7
#> 269 18.2 273 16.8
#> 270 18.2 269 17.3
#> 271 18.1 264 18.2
#> 272 17.8 239 17.4
#> 273 18.9 314 17.6
#> 274 18.5 297 17.9
#> 275 17.3 172 18.1
#> 276 17.8 237 18.4
#> 277 18.4 292 17.1
#> 278 18.4 295 17.8
#> 279 17.6 212 17.8
#> 280 18.2 276 17.4
#> 281 18.4 290 17.3
#> 282 17.5 207 17.9
#> 283 18.3 281 16.5
#> 284 18.5 300 17.0
#> 285 18.9 313 16.6
#> 286 18.3 282 17.1
#> 287 17.7 228 17.2
#> 288 17.1 155 19.1
#> 289 18.1 259 17.5
#> 290 18.3 284 17.7
#> 291 18.1 263 17.4
#> 292 18.3 283 16.8
#> 293 18.4 288 16.7
#> 294 18.9 318 16.9
#> 295 18.1 254 18.0
#> 296 18.4 287 17.2
#> 297 18.8 312 17.2
#> 298 18.2 270 18.0
#> 299 18.4 286 17.3
#> 300 17.9 246 18.2
#> 301 18.1 255 17.9
#> 302 17.9 248 17.3
#> 303 17.7 230 18.0
#> 304 18.4 294 17.5
#> 305 18.6 307 17.4
#> 306 18.9 316 17.6
#> 307 16.9 131 18.8
#> 308 18.8 309 17.3
#> 309 18.8 310 17.4
#> 310 18.4 296 17.8
#> 311 18.1 256 17.5
#> 312 17.7 226 17.7
#> 313 18.6 305 17.8
#> 314 18.2 271 17.2
#> 315 17.8 236 18.3
#> 316 18.2 268 17.9
#> 317 18.6 302 17.4
#> 318 18.1 260 17.1
#> 319 18.3 285 17.4
#> 320 18.9 317 18.0
#> 321 18.4 289 18.3
#> 322 19.0 321 17.3
#> 323 18.2 265 17.9
#> 324 18.4 291 16.7
#> 325 20.0 343 16.7
#> 326 19.5 337 17.3
#> 327 19.2 330 16.6
#> 328 19.0 320 17.4
#> 329 19.0 323 17.7
#> 330 19.2 326 17.4
#> 331 19.8 341 16.0
#> 332 19.3 334 17.3
#> 333 19.2 328 17.4
#> 334 17.6 218 18.5
#> 335 19.4 336 17.5
#> 336 18.6 301 17.6
#> 337 18.0 251 18.7
#> 338 18.9 319 17.7
#> 339 19.2 327 17.3
#> 340 19.3 333 16.8
#> 341 19.0 324 17.9
#> 342 18.6 306 19.0
#> 343 18.8 311 18.2
#> 344 19.2 329 17.4
#> 345 19.0 322 18.1
#> 346 19.7 339 17.4
#> 347 19.4 335 17.6
#> 348 20.2 345 16.2
#> 349 19.8 340 17.5
#> 350 19.3 331 17.6
#> 351 18.8 308 18.1
#> 352 19.3 332 17.8
#> 353 19.5 338 18.3
#> 354 19.9 342 17.4
#> 355 21.5 347 16.4
#> 356 20.1 344 17.4
#> 357 20.3 346 18.8
#> 358 15.6 21 14.7
#> 359 14.8 3 16.0
#> 360 14.8 2 17.1
#> 361 15.2 6 16.4
#> 362 15.3 10 16.2
#> 363 15.8 27 15.8
#> 364 14.4 1 17.9
#> 365 14.9 4 17.3
#> 366 16.0 37 15.9
#> 367 15.9 35 16.4
#> 368 15.6 18 16.6
#> 369 15.4 13 16.9
#> 370 16.3 53 16.1
#> 371 15.8 29 16.6
#> 372 15.8 28 15.9
#> 373 15.1 5 17.6
#> 374 15.3 11 17.7
#> 375 15.3 9 17.4
#> 376 15.8 24 16.9
#> 377 15.6 20 16.7
#> 378 15.5 16 16.8
#> 379 16.0 39 16.6
#> 380 16.1 41 16.7
#> 381 16.2 48 16.6
#> 382 15.9 34 16.7
#> 383 16.4 62 16.3
#> 384 15.6 19 17.6
#> 385 15.6 17 17.1
#> 386 16.3 58 16.1
#> 387 15.2 8 17.6
#> 388 15.7 23 17.1
#> 389 15.8 25 17.6
#> 390 15.8 32 16.7
#> 391 16.2 49 16.6
#> 392 15.2 7 17.7
#> 393 15.4 14 17.9
#> 394 16.7 101 16.6
#> 395 16.3 59 16.7
#> 396 16.4 65 16.0
#> 397 16.4 68 16.9
#> 398 15.8 26 17.1
#> 399 15.3 12 17.5
#> 400 16.7 96 16.4
#> 401 17.1 143 16.2
#> 402 16.7 94 17.0
#> 403 16.1 44 17.3
#> 404 16.5 74 17.1
#> 405 16.0 40 16.9
#> 406 16.6 85 16.9
#> 407 16.3 57 17.3
#> 408 16.5 72 17.2
#> 409 16.7 92 16.7
#> 410 16.5 73 16.9
#> 411 16.2 50 17.4
#> 412 16.6 81 17.2
#> 413 16.5 77 17.1
#> 414 15.8 30 17.7
#> 415 16.5 71 17.2
#> 416 16.7 102 17.0
#> 417 16.5 76 17.4
#> 418 16.3 56 16.8
#> 419 16.6 78 17.5
#> 420 15.5 15 17.8
#> 421 16.3 60 16.9
#> 422 15.7 22 17.3
#> 423 15.9 33 17.9
#> 424 16.6 90 17.3
#> 425 16.1 43 17.1
#> 426 16.8 106 17.1
#> 427 17.1 150 16.7
#> 428 17.2 155 16.8
#> 429 16.2 47 17.3
#> 430 16.1 45 17.9
#> 431 16.9 125 16.8
#> 432 16.9 124 16.1
#> 433 16.8 112 17.0
#> 434 16.2 52 17.6
#> 435 17.0 139 17.1
#> 436 16.6 86 17.1
#> 437 16.9 118 16.7
#> 438 16.6 88 17.0
#> 439 16.8 103 16.5
#> 440 16.9 116 17.5
#> 441 16.8 111 17.0
#> 442 16.8 114 17.0
#> 443 17.1 152 17.0
#> 444 15.9 36 17.6
#> 445 17.0 140 17.0
#> 446 16.7 95 17.9
#> 447 16.4 64 17.5
#> 448 17.4 179 17.0
#> 449 17.0 128 17.6
#> 450 16.9 119 16.9
#> 451 16.4 66 17.0
#> 452 16.5 70 17.4
#> 453 16.1 46 18.1
#> 454 17.0 126 17.1
#> 455 16.2 51 18.1
#> 456 16.6 84 16.9
#> 457 17.1 146 16.7
#> 458 17.3 165 16.6
#> 459 16.6 87 17.4
#> 460 16.6 80 17.3
#> 461 16.8 115 16.9
#> 462 17.3 171 16.7
#> 463 15.8 31 18.3
#> 464 16.5 75 17.9
#> 465 17.0 131 17.4
#> 466 17.8 236 16.2
#> 467 16.4 63 17.7
#> 468 16.7 91 17.9
#> 469 17.5 197 17.1
#> 470 17.3 164 16.9
#> 471 16.6 82 18.1
#> 472 16.3 54 17.9
#> 473 16.7 98 17.5
#> 474 17.6 214 16.2
#> 475 17.1 147 17.6
#> 476 17.1 142 17.1
#> 477 17.1 149 17.2
#> 478 17.1 145 16.8
#> 479 16.8 110 17.2
#> 480 16.6 83 17.9
#> 481 16.7 99 17.5
#> 482 17.6 213 16.6
#> 483 16.6 89 17.1
#> 484 16.4 67 17.5
#> 485 17.8 233 16.6
#> 486 17.4 176 16.6
#> 487 16.6 79 18.0
#> 488 17.3 175 17.0
#> 489 16.7 100 17.9
#> 490 17.0 130 17.5
#> 491 16.0 38 18.4
#> 492 17.9 253 16.6
#> 493 17.4 189 16.7
#> 494 17.3 166 16.5
#> 495 16.3 55 18.0
#> 496 16.9 123 17.5
#> 497 17.5 203 17.3
#> 498 17.1 154 17.7
#> 499 16.8 109 17.8
#> 500 17.3 174 17.2
#> 501 17.0 138 17.4
#> 502 17.9 239 16.2
#> 503 16.1 42 18.1
#> 504 17.6 219 17.2
#> 505 16.9 121 17.8
#> 506 18.1 263 16.3
#> 507 17.1 148 17.4
#> 508 17.0 129 17.3
#> 509 17.8 234 16.6
#> 510 17.4 182 17.8
#> 511 16.7 97 17.6
#> 512 17.0 136 17.5
#> 513 17.0 141 17.8
#> 514 17.5 191 16.8
#> 515 17.1 144 16.5
#> 516 17.9 242 16.9
#> 517 17.3 172 16.6
#> 518 18.0 262 16.6
#> 519 16.7 93 17.5
#> 520 18.1 269 16.3
#> 521 17.4 178 17.1
#> 522 16.8 113 18.1
#> 523 17.6 217 17.1
#> 524 17.5 190 17.2
#> 525 17.2 156 17.7
#> 526 16.4 61 18.8
#> 527 17.9 251 17.1
#> 528 17.3 167 17.1
#> 529 17.0 133 17.2
#> 530 17.3 170 17.5
#> 531 17.7 223 17.1
#> 532 17.6 208 17.3
#> 533 17.3 162 17.1
#> 534 17.9 254 16.9
#> 535 16.5 69 17.8
#> 536 16.8 104 18.2
#> 537 18.1 266 16.7
#> 538 17.6 216 17.3
#> 539 17.5 193 17.6
#> 540 17.4 181 17.4
#> 541 18.2 292 16.7
#> 542 17.0 134 17.5
#> 543 18.3 297 16.8
#> 544 17.2 158 17.4
#> 545 17.5 196 17.7
#> 546 18.2 286 16.5
#> 547 16.8 107 17.9
#> 548 17.7 227 17.1
#> 549 17.5 201 16.9
#> 550 17.2 160 17.0
#> 551 17.3 173 18.0
#> 552 18.1 265 16.8
#> 553 17.4 186 17.3
#> 554 17.8 235 17.1
#> 555 17.8 228 17.7
#> 556 17.0 137 17.7
#> 557 17.9 240 16.9
#> 558 17.1 153 17.2
#> 559 16.8 105 18.3
#> 560 16.9 122 17.8
#> 561 17.8 231 17.7
#> 562 16.9 117 17.7
#> 563 17.5 195 17.5
#> 564 16.8 108 18.0
#> 565 17.6 220 17.1
#> 566 17.6 207 16.9
#> 567 17.0 135 17.9
#> 568 17.9 244 17.9
#> 569 17.5 204 17.3
#> 570 17.5 198 17.0
#> 571 17.2 161 17.6
#> 572 17.4 183 17.7
#> 573 17.9 246 17.5
#> 574 18.1 267 17.0
#> 575 16.9 120 17.7
#> 576 17.5 194 17.3
#> 577 17.1 151 18.1
#> 578 17.9 247 16.5
#> 579 18.2 280 17.0
#> 580 18.1 278 16.9
#> 581 17.4 177 17.7
#> 582 17.5 199 16.9
#> 583 18.3 296 16.7
#> 584 18.2 281 17.1
#> 585 17.8 230 17.1
#> 586 17.3 168 17.8
#> 587 18.3 298 17.2
#> 588 17.4 180 17.9
#> 589 17.4 188 17.3
#> 590 17.0 132 18.2
#> 591 17.6 206 17.9
#> 592 18.4 306 16.8
#> 593 17.4 187 17.8
#> 594 17.0 127 18.1
#> 595 18.2 293 16.6
#> 596 17.5 192 18.0
#> 597 17.2 159 17.6
#> 598 17.9 245 16.6
#> 599 17.3 169 18.1
#> 600 17.8 229 17.0
#> 601 17.4 184 18.0
#> 602 17.6 209 17.9
#> 603 17.9 238 17.4
#> 604 18.0 259 17.4
#> 605 18.1 277 16.8
#> 606 18.2 288 17.5
#> 607 17.7 225 17.3
#> 608 17.8 232 17.7
#> 609 17.5 200 17.4
#> 610 18.4 304 17.2
#> 611 17.3 163 18.0
#> 612 17.5 205 17.9
#> 613 18.0 260 17.1
#> 614 17.9 241 17.6
#> 615 18.0 258 17.4
#> 616 17.6 210 18.1
#> 617 18.1 264 17.3
#> 618 17.6 218 18.2
#> 619 17.7 222 18.2
#> 620 17.2 157 17.7
#> 621 18.9 331 17.2
#> 622 18.2 279 17.7
#> 623 17.7 221 17.6
#> 624 17.7 226 17.8
#> 625 18.2 290 17.1
#> 626 17.9 252 17.3
#> 627 18.4 307 17.6
#> 628 18.7 318 16.7
#> 629 17.9 250 18.1
#> 630 18.1 276 17.8
#> 631 18.1 268 17.3
#> 632 18.1 270 17.1
#> 633 18.2 285 17.0
#> 634 18.2 282 17.7
#> 635 18.0 255 18.0
#> 636 17.9 249 17.9
#> 637 18.1 274 17.6
#> 638 18.2 287 17.1
#> 639 17.4 185 18.0
#> 640 18.4 305 16.5
#> 641 18.9 332 16.9
#> 642 18.8 322 16.8
#> 643 18.5 309 17.7
#> 644 18.7 320 16.8
#> 645 18.6 316 16.9
#> 646 18.2 289 17.6
#> 647 17.6 211 18.2
#> 648 18.2 284 18.3
#> 649 18.1 271 17.9
#> 650 18.0 257 18.2
#> 651 18.8 327 17.4
#> 652 18.1 273 17.8
#> 653 17.7 224 18.1
#> 654 17.6 215 18.0
#> 655 18.2 283 17.4
#> 656 18.4 302 17.9
#> 657 18.4 303 17.3
#> 658 18.3 294 17.8
#> 659 18.6 315 17.0
#> 660 18.4 301 16.4
#> 661 18.1 275 17.1
#> 662 18.2 291 17.8
#> 663 18.3 295 17.4
#> 664 18.5 311 17.2
#> 665 18.3 299 17.7
#> 666 18.0 256 18.1
#> 667 17.6 212 18.2
#> 668 17.9 243 18.3
#> 669 18.7 319 17.1
#> 670 18.0 261 17.9
#> 671 18.8 325 17.5
#> 672 19.1 335 17.4
#> 673 18.9 330 17.5
#> 674 19.3 338 17.3
#> 675 18.6 312 17.9
#> 676 17.9 248 18.3
#> 677 19.0 334 17.6
#> 678 18.8 326 17.6
#> 679 19.2 337 16.9
#> 680 19.3 339 17.2
#> 681 18.5 308 18.0
#> 682 18.6 313 17.3
#> 683 17.9 237 18.2
#> 684 18.8 323 17.7
#> 685 18.8 328 17.6
#> 686 18.1 272 17.9
#> 687 18.9 329 17.6
#> 688 18.4 300 18.0
#> 689 17.5 202 18.5
#> 690 18.6 314 18.4
#> 691 18.8 321 17.9
#> 692 18.7 317 18.1
#> 693 19.2 336 17.5
#> 694 19.6 342 17.3
#> 695 18.8 324 17.9
#> 696 19.9 348 17.1
#> 697 19.5 340 17.5
#> 698 19.7 344 17.4
#> 699 19.9 346 17.0
#> 700 19.7 343 17.7
#> 701 19.8 345 17.5
#> 702 19.5 341 17.5
#> 703 20.2 351 17.3
#> 704 20.1 349 17.1
#> 705 18.5 310 18.7
#> 706 20.1 350 17.6
#> 707 19.0 333 17.9
#> 708 19.9 347 18.3
#> 709 20.6 352 18.3
#> 710 20.8 353 18.6
#> avg_poss_length_def_rk adj_o adj_o_rk raw_o raw_o_rk adj_d adj_d_rk raw_d
#> 1 13 91.0 334 91.6 324 102.6 183 100.2
#> 2 17 101.0 197 104.5 100 101.5 160 97.3
#> 3 64 103.9 139 96.3 272 98.9 113 105.1
#> 4 62 104.0 136 104.0 110 109.1 305 110.5
#> 5 271 99.0 237 100.4 187 105.1 229 98.3
#> 6 10 103.2 160 107.0 58 104.7 223 98.4
#> 7 299 126.4 1 121.9 1 89.9 11 93.4
#> 8 137 97.6 256 96.8 260 104.7 224 104.3
#> 9 207 93.4 310 98.8 215 103.7 205 98.0
#> 10 166 111.2 42 105.3 89 98.9 112 102.2
#> 11 277 112.9 30 106.8 63 87.8 3 93.7
#> 12 2 90.9 335 90.3 332 115.4 355 113.2
#> 13 22 107.9 86 101.9 155 99.2 118 103.3
#> 14 314 105.0 124 108.8 36 96.5 71 92.5
#> 15 220 91.3 330 91.6 325 107.0 274 105.6
#> 16 142 107.4 95 108.4 42 96.1 67 97.6
#> 17 35 96.5 276 95.2 285 106.0 257 105.1
#> 18 15 92.5 321 93.9 303 111.4 331 108.5
#> 19 8 111.1 43 108.0 47 89.6 10 94.2
#> 20 285 109.2 67 108.7 38 100.3 133 98.8
#> 21 128 108.4 75 101.4 167 98.5 106 105.5
#> 22 25 100.9 199 104.9 94 113.4 347 107.0
#> 23 16 97.3 260 101.3 172 108.1 290 102.9
#> 24 160 109.6 60 103.0 135 90.7 17 97.8
#> 25 1 90.1 342 0.0 348 112.7 343 200.0
#> 26 104 110.3 53 116.8 4 101.0 148 95.0
#> 27 273 109.5 62 109.4 32 101.3 156 99.3
#> 28 33 96.2 279 98.2 228 105.5 243 104.2
#> 29 46 100.2 215 100.0 193 111.3 330 110.9
#> 30 39 101.2 194 95.7 276 105.1 230 109.9
#> 31 100 89.6 345 92.2 317 100.8 140 94.4
#> 32 11 100.0 218 103.3 127 105.7 247 97.3
#> 33 248 107.7 91 110.7 21 102.7 185 99.1
#> 34 225 97.3 262 102.4 149 108.0 288 105.9
#> 35 214 101.8 179 93.7 304 94.1 40 102.1
#> 36 180 103.5 151 104.9 93 104.2 210 100.5
#> 37 56 106.5 105 103.5 123 105.9 252 104.7
#> 38 95 95.5 285 89.8 334 112.3 338 114.6
#> 39 40 101.6 188 104.2 105 109.6 313 108.9
#> 40 27 87.2 351 84.3 343 112.4 339 108.2
#> 41 44 105.4 120 103.2 130 100.0 128 98.2
#> 42 52 100.4 209 103.0 138 103.7 204 98.7
#> 43 262 110.3 52 104.7 98 91.7 27 97.7
#> 44 3 98.0 252 98.8 216 109.4 308 109.2
#> 45 29 99.8 221 99.5 206 104.2 212 95.8
#> 46 103 109.3 66 108.0 46 104.4 219 105.8
#> 47 258 108.3 79 103.3 128 99.3 120 102.4
#> 48 123 105.5 117 100.4 186 86.4 1 87.5
#> 49 53 90.2 340 92.2 318 104.9 227 101.6
#> 50 1 79.4 357 77.5 347 120.7 357 118.3
#> 51 32 99.3 231 103.1 134 100.2 130 96.7
#> 52 91 108.3 80 113.0 8 96.6 73 93.0
#> 53 208 104.0 135 95.3 282 100.4 134 108.8
#> 54 26 111.6 38 104.1 107 98.4 103 102.9
#> 55 5 97.1 267 91.8 323 111.8 334 116.9
#> 56 189 100.3 211 102.0 151 104.2 214 101.0
#> 57 42 101.3 193 101.5 165 102.3 179 99.4
#> 58 36 105.1 123 98.7 218 103.6 200 109.9
#> 59 188 111.5 39 111.3 19 104.6 222 103.6
#> 60 140 94.2 304 95.6 278 112.6 341 110.7
#> 61 19 97.6 258 95.1 286 113.8 351 112.3
#> 62 4 96.7 273 97.7 243 110.9 327 109.0
#> 63 80 84.4 355 88.8 338 110.3 319 98.7
#> 64 223 109.4 64 113.0 9 102.0 170 96.2
#> 65 86 94.6 300 93.2 310 107.0 275 108.1
#> 66 114 103.6 148 97.0 257 97.5 90 101.6
#> 67 49 103.4 154 102.7 143 101.9 167 103.7
#> 68 121 100.7 202 103.1 133 113.1 345 108.3
#> 69 90 93.5 309 95.4 281 104.4 218 99.1
#> 70 78 120.1 5 112.6 11 99.8 124 103.3
#> 71 73 91.5 329 94.6 291 104.3 216 94.9
#> 72 301 97.6 257 91.3 327 94.8 47 100.5
#> 73 20 95.6 284 94.3 297 106.7 268 101.8
#> 74 222 99.1 235 98.4 225 107.0 273 99.3
#> 75 274 94.7 297 96.8 262 105.2 232 102.4
#> 76 226 104.3 131 106.6 65 110.6 321 107.1
#> 77 60 99.9 220 100.0 195 106.9 272 107.8
#> 78 294 105.7 115 106.6 67 104.8 226 102.1
#> 79 132 118.0 8 111.5 18 88.9 7 95.5
#> 80 228 94.9 289 98.5 223 110.6 322 105.0
#> 81 254 100.4 208 95.9 274 98.5 105 98.8
#> 82 131 97.3 264 96.6 264 109.1 304 107.5
#> 83 94 92.5 320 95.3 283 112.0 336 107.4
#> 84 14 97.4 259 91.0 331 100.7 137 105.7
#> 85 61 100.5 207 101.1 175 104.3 215 103.6
#> 86 264 101.7 186 100.1 191 110.4 320 109.7
#> 87 48 91.6 326 95.0 288 109.0 303 106.8
#> 88 110 108.4 76 101.0 179 95.4 56 102.6
#> 89 105 107.8 88 107.0 59 106.7 269 106.9
#> 90 305 114.9 16 109.7 28 92.8 33 98.1
#> 91 115 100.3 213 93.0 313 100.4 135 108.5
#> 92 96 108.5 74 111.7 15 105.4 240 102.3
#> 93 233 123.5 3 117.7 3 96.7 75 102.4
#> 94 99 92.1 324 93.3 309 106.3 264 96.2
#> 95 199 108.8 72 104.7 95 99.9 125 99.8
#> 96 141 105.5 116 106.1 76 101.9 168 103.2
#> 97 150 101.8 180 103.9 112 106.9 271 105.1
#> 98 54 105.8 113 106.9 61 99.5 121 101.7
#> 99 245 101.7 182 97.8 240 108.0 289 110.0
#> 100 1 95.2 288 0.0 348 102.9 189 200.0
#> 101 119 107.9 87 101.2 173 95.0 49 101.6
#> 102 34 103.5 152 107.0 60 102.2 174 97.3
#> 103 339 91.8 325 91.4 326 102.8 187 98.0
#> 104 43 103.9 140 102.8 142 109.2 306 111.4
#> 105 72 89.4 347 89.5 337 108.8 300 104.6
#> 106 173 89.8 344 91.0 329 108.3 292 105.7
#> 107 300 105.2 122 101.5 163 90.2 14 92.1
#> 108 266 97.3 263 99.4 207 104.2 211 98.8
#> 109 270 100.3 214 103.9 111 111.2 329 109.6
#> 110 41 98.2 247 99.7 197 112.2 337 116.8
#> 111 31 91.1 333 93.4 307 110.2 317 105.7
#> 112 153 104.2 133 102.5 147 93.7 39 93.0
#> 113 51 87.8 350 89.6 335 105.4 238 105.4
#> 114 68 103.9 141 101.4 169 106.2 261 104.8
#> 115 71 101.7 184 104.2 106 91.6 26 87.0
#> 116 109 93.1 314 94.3 296 100.3 132 96.1
#> 117 67 91.2 332 88.6 339 103.9 207 102.6
#> 118 163 98.2 246 98.4 227 106.1 260 102.0
#> 119 101 98.0 253 98.1 230 102.3 181 100.2
#> 120 253 106.0 110 98.4 226 92.2 28 98.6
#> 121 102 94.6 299 101.0 181 101.2 152 91.0
#> 122 74 116.8 12 108.6 40 96.3 70 100.9
#> 123 47 111.4 40 110.5 22 100.9 145 102.2
#> 124 1 100.2 216 0.0 348 105.3 236 200.0
#> 125 310 112.2 34 103.1 132 95.2 52 103.5
#> 126 75 97.2 265 100.7 183 109.8 314 108.3
#> 127 243 107.8 90 106.2 74 98.5 104 98.9
#> 128 240 109.1 69 107.5 54 96.0 64 96.1
#> 129 79 109.1 68 108.1 45 109.0 301 107.3
#> 130 265 102.1 173 104.9 92 109.5 309 105.1
#> 131 200 99.8 223 99.1 211 106.1 259 102.4
#> 132 333 98.7 240 96.8 259 102.3 180 105.2
#> 133 204 108.1 83 105.8 83 96.6 72 95.7
#> 134 149 104.7 127 99.6 204 97.5 89 99.3
#> 135 249 101.7 183 97.7 242 97.0 80 98.0
#> 136 93 107.3 97 107.9 50 106.6 267 104.8
#> 137 1 94.7 298 0.0 348 105.9 255 200.0
#> 138 116 95.5 286 97.4 248 108.7 298 105.3
#> 139 236 103.3 155 98.7 219 103.0 190 105.0
#> 140 108 98.6 241 99.0 214 103.5 197 101.5
#> 141 241 110.8 47 105.2 90 96.8 76 96.6
#> 142 129 96.0 281 94.5 292 109.9 316 109.0
#> 143 144 114.3 19 114.1 6 102.6 182 102.0
#> 144 324 113.4 25 108.4 43 92.8 32 97.5
#> 145 169 102.9 163 107.3 55 112.0 335 105.9
#> 146 318 113.1 28 105.9 81 92.8 31 97.3
#> 147 12 108.9 71 103.0 137 100.6 136 103.7
#> 148 259 101.5 189 96.4 268 98.8 110 100.7
#> 149 229 104.8 126 103.6 120 89.5 8 89.7
#> 150 24 92.9 318 94.1 299 110.8 325 107.1
#> 151 302 113.7 24 107.8 51 96.9 77 101.2
#> 152 165 114.5 18 109.6 29 97.0 79 101.8
#> 153 209 108.6 73 108.6 41 101.5 159 103.0
#> 154 122 94.7 296 97.5 245 108.0 287 104.4
#> 155 154 101.8 181 96.8 261 105.6 245 106.2
#> 156 18 95.7 283 99.7 200 114.5 353 109.3
#> 157 176 98.1 250 100.6 184 101.6 161 101.2
#> 158 167 95.5 287 97.5 247 105.5 242 101.4
#> 159 145 88.1 349 91.8 322 97.7 92 87.9
#> 160 315 104.3 132 98.0 235 93.4 37 101.7
#> 161 130 90.2 341 92.9 316 100.9 144 96.6
#> 162 127 96.8 272 101.3 171 101.8 165 99.5
#> 163 120 110.6 49 103.2 129 95.5 57 101.4
#> 164 216 107.1 98 99.9 196 94.2 45 102.9
#> 165 190 108.2 81 104.0 109 99.5 122 103.0
#> 166 112 94.8 293 95.6 277 109.5 312 107.4
#> 167 206 111.0 44 104.7 97 94.1 41 99.4
#> 168 272 99.4 230 101.1 176 103.6 198 102.3
#> 169 276 110.9 46 106.6 68 98.1 99 100.8
#> 170 136 100.6 204 102.9 140 107.8 283 102.5
#> 171 282 94.2 303 95.6 279 106.2 263 101.4
#> 172 45 92.6 319 93.9 302 107.4 279 106.8
#> 173 77 92.4 322 91.0 330 105.0 228 102.8
#> 174 312 110.1 54 103.9 113 90.2 12 96.5
#> 175 181 93.1 315 96.3 271 104.5 221 102.8
#> 176 278 101.1 195 100.4 188 98.4 102 98.8
#> 177 269 101.9 174 103.2 131 103.1 192 99.7
#> 178 30 97.1 268 96.6 266 108.5 296 114.7
#> 179 303 105.9 112 105.8 82 108.4 295 105.4
#> 180 1 101.9 177 0.0 348 103.2 194 200.0
#> 181 147 108.0 84 99.7 198 93.1 35 99.4
#> 182 221 94.8 291 95.1 287 107.3 278 106.9
#> 183 215 103.6 146 103.6 119 95.8 62 95.5
#> 184 292 110.4 50 109.3 33 96.0 65 95.2
#> 185 1 107.1 99 0.0 348 102.1 172 200.0
#> 186 246 110.6 48 106.4 73 97.9 94 99.8
#> 187 213 99.3 232 94.6 289 98.6 107 98.6
#> 188 138 101.6 187 97.9 238 107.8 285 104.6
#> 189 157 99.0 238 98.6 220 105.1 231 102.0
#> 190 88 102.1 172 97.1 255 99.1 116 104.0
#> 191 263 103.3 156 100.0 194 100.2 131 100.4
#> 192 1 83.9 356 0.0 348 111.5 333 200.0
#> 193 325 109.4 63 106.5 71 97.4 87 102.1
#> 194 70 100.3 212 101.3 170 106.8 270 105.2
#> 195 125 91.6 327 89.9 333 103.5 196 105.2
#> 196 113 106.2 108 106.6 69 102.8 186 102.9
#> 197 82 106.9 100 102.8 141 98.0 96 100.1
#> 198 335 115.6 15 109.6 31 95.7 59 99.8
#> 199 117 100.2 217 102.0 153 101.0 146 94.6
#> 200 212 109.8 57 111.1 20 101.1 151 100.5
#> 201 92 99.2 233 99.7 201 107.0 276 102.5
#> 202 196 102.2 171 106.1 78 109.5 310 108.6
#> 203 252 112.7 31 105.4 88 97.0 78 102.3
#> 204 293 93.7 307 95.5 280 105.5 241 101.8
#> 205 232 99.5 229 98.0 234 113.7 350 107.3
#> 206 111 113.7 23 108.7 39 92.5 30 97.3
#> 207 65 102.4 167 97.5 246 91.3 24 96.0
#> 208 319 100.6 203 101.5 164 100.8 139 94.7
#> 209 37 84.8 354 88.2 341 105.8 250 94.4
#> 210 59 93.1 316 93.7 305 105.9 254 102.3
#> 211 23 99.1 234 101.8 159 103.6 199 98.3
#> 212 6 88.3 348 78.0 346 118.1 356 123.8
#> 213 231 125.0 2 119.1 2 91.1 22 94.5
#> 214 290 108.1 82 101.0 180 90.6 16 98.8
#> 215 124 96.5 277 97.3 251 106.2 262 104.0
#> 216 69 107.5 94 101.6 162 97.1 83 102.2
#> 217 203 101.0 196 99.1 213 99.9 126 99.2
#> 218 178 92.9 317 91.9 321 101.1 149 99.4
#> 219 89 106.6 102 104.1 108 98.0 97 97.7
#> 220 87 92.3 323 92.9 314 113.3 346 112.1
#> 221 316 99.8 225 94.4 295 97.8 93 98.3
#> 222 133 101.3 192 99.7 202 93.4 38 93.2
#> 223 235 113.7 22 107.9 49 96.2 68 100.8
#> 224 261 98.1 249 101.5 166 110.6 323 112.7
#> 225 197 106.5 103 98.5 221 97.9 95 101.5
#> 226 280 117.2 10 110.1 24 95.4 55 101.0
#> 227 317 113.8 21 108.0 48 103.7 203 110.4
#> 228 182 112.1 35 106.1 79 95.1 51 99.7
#> 229 164 97.7 254 98.0 236 108.1 291 108.1
#> 230 156 109.3 65 112.3 13 108.8 299 107.9
#> 231 295 93.2 313 94.2 298 105.4 239 101.2
#> 232 201 108.0 85 104.4 101 88.1 5 92.2
#> 233 313 89.5 346 91.1 328 103.7 202 96.5
#> 234 279 109.5 61 103.4 125 97.2 84 99.9
#> 235 331 115.7 14 109.0 35 88.1 6 94.9
#> 236 76 98.5 242 97.9 239 98.6 108 99.3
#> 237 135 103.5 150 97.9 237 98.1 98 101.3
#> 238 296 103.5 153 103.7 117 95.0 50 90.1
#> 239 334 96.6 275 93.4 308 99.5 123 101.7
#> 240 250 98.4 243 99.2 210 105.3 235 101.1
#> 241 57 101.3 191 97.3 250 101.9 169 107.7
#> 242 9 91.2 331 88.4 340 114.7 354 109.7
#> 243 148 97.0 271 98.0 233 100.0 127 95.7
#> 244 327 102.6 166 99.7 199 97.3 85 99.5
#> 245 309 101.7 185 102.0 154 103.9 208 102.2
#> 246 1 101.3 190 0.0 348 106.5 266 200.0
#> 247 159 100.8 200 94.6 290 101.0 147 104.4
#> 248 244 90.1 343 87.6 342 105.9 253 105.6
#> 249 98 104.0 137 105.5 87 109.0 302 103.3
#> 250 247 90.6 338 89.5 336 113.6 349 112.1
#> 251 168 120.7 4 112.9 10 97.1 82 104.1
#> 252 329 104.5 130 106.6 66 105.6 246 102.1
#> 253 187 90.4 339 92.9 315 95.8 61 90.2
#> 254 84 103.6 147 103.8 115 95.6 58 94.1
#> 255 198 94.1 305 95.2 284 104.2 213 101.1
#> 256 321 117.6 9 111.6 17 87.9 4 95.8
#> 257 1 104.0 138 0.0 348 103.9 209 200.0
#> 258 118 104.7 128 98.1 231 101.9 166 104.9
#> 259 1 94.8 292 0.0 348 105.5 244 200.0
#> 260 152 101.9 176 100.8 182 114.2 352 111.0
#> 261 336 103.3 157 103.8 116 108.4 294 103.9
#> 262 107 97.0 269 99.3 208 103.1 193 99.4
#> 263 281 90.7 336 96.6 265 102.1 173 97.2
#> 264 306 110.3 51 103.5 121 95.9 63 101.2
#> 265 342 96.7 274 98.1 232 100.9 142 98.9
#> 266 155 96.0 282 97.3 252 105.8 249 99.4
#> 267 286 105.5 118 108.4 44 102.2 177 94.0
#> 268 257 94.7 295 95.8 275 101.3 157 97.7
#> 269 85 103.0 161 103.3 126 102.3 178 101.6
#> 270 162 107.3 96 101.7 160 96.6 74 101.8
#> 271 326 112.5 33 112.2 14 98.2 101 97.9
#> 272 217 98.2 248 101.1 177 113.5 348 108.7
#> 273 237 99.8 224 102.0 152 101.8 163 95.0
#> 274 291 100.0 219 97.1 254 102.8 188 103.8
#> 275 323 103.3 158 106.7 64 103.5 195 98.6
#> 276 340 116.3 13 109.9 27 91.2 23 96.4
#> 277 134 96.1 280 98.5 222 107.3 277 103.2
#> 278 267 113.3 26 106.0 80 92.9 34 99.5
#> 279 268 100.6 206 102.9 139 100.7 138 102.7
#> 280 202 91.6 328 94.0 301 101.3 155 94.4
#> 281 179 103.7 143 101.2 174 104.4 217 104.4
#> 282 297 100.9 198 101.8 157 107.7 282 103.8
#> 283 38 94.7 294 93.2 311 105.2 233 107.7
#> 284 106 107.8 89 102.6 146 99.0 114 100.0
#> 285 50 102.3 169 103.0 136 110.6 324 109.9
#> 286 126 103.7 145 105.0 91 103.7 201 98.4
#> 287 158 93.3 311 93.5 306 109.5 311 104.5
#> 288 347 103.5 149 101.1 178 101.7 162 102.5
#> 289 227 109.1 70 100.3 189 94.2 43 100.5
#> 290 260 97.2 266 97.1 256 112.5 340 107.5
#> 291 211 106.4 106 106.4 72 102.0 171 103.5
#> 292 81 104.9 125 106.1 77 104.5 220 101.3
#> 293 66 106.0 111 105.6 84 105.3 234 105.7
#> 294 97 99.0 236 99.3 209 111.4 332 111.1
#> 295 311 99.6 227 97.6 244 102.2 176 103.2
#> 296 143 107.7 93 101.7 161 95.3 54 98.2
#> 297 151 90.6 337 94.5 293 106.1 258 102.1
#> 298 307 109.7 59 106.6 70 95.3 53 98.1
#> 299 170 98.8 239 98.7 217 101.2 154 101.5
#> 300 330 107.7 92 102.4 148 94.2 44 100.1
#> 301 288 109.9 56 109.2 34 96.2 69 94.4
#> 302 174 100.3 210 102.6 144 109.3 307 109.2
#> 303 308 102.6 165 96.8 263 97.5 91 98.8
#> 304 218 100.8 201 104.7 96 106.5 265 100.5
#> 305 205 108.3 77 102.6 145 98.6 109 99.6
#> 306 234 112.1 36 104.3 104 95.7 60 103.3
#> 307 345 111.0 45 109.6 30 91.1 21 92.9
#> 308 172 99.6 226 93.0 312 98.1 100 105.1
#> 309 194 113.1 27 107.6 53 92.5 29 97.2
#> 310 275 98.4 245 99.5 205 103.1 191 100.6
#> 311 230 103.2 159 101.9 156 99.2 117 100.0
#> 312 256 93.3 312 91.9 320 111.2 328 113.6
#> 313 284 102.4 168 103.6 118 110.3 318 109.8
#> 314 146 100.6 205 100.5 185 97.4 88 95.8
#> 315 332 108.3 78 110.3 23 108.3 293 104.3
#> 316 287 112.7 32 107.2 56 90.9 18 93.6
#> 317 195 98.0 251 100.1 192 105.4 237 102.2
#> 318 139 106.1 109 101.8 158 91.4 25 94.1
#> 319 191 105.4 121 107.2 57 97.1 81 94.6
#> 320 304 110.0 55 107.6 52 91.0 20 93.6
#> 321 337 111.8 37 103.8 114 94.1 42 100.6
#> 322 177 105.5 119 98.2 229 99.0 115 105.8
#> 323 298 103.8 142 106.2 75 108.0 286 106.0
#> 324 63 93.6 308 96.5 267 112.7 342 107.3
#> 325 58 104.1 134 105.6 86 102.7 184 100.3
#> 326 175 102.7 164 96.1 273 97.4 86 104.0
#> 327 55 103.7 144 104.3 103 100.9 143 100.8
#> 328 186 113.0 29 105.6 85 90.6 15 97.6
#> 329 255 99.8 222 99.1 212 107.5 280 99.5
#> 330 183 85.9 353 81.7 344 105.9 251 98.5
#> 331 7 97.0 270 96.9 258 105.9 256 103.2
#> 332 161 118.3 7 114.7 5 89.6 9 90.0
#> 333 184 94.9 290 94.0 300 107.8 284 101.5
#> 334 341 101.9 175 97.2 253 98.9 111 101.4
#> 335 219 93.7 306 94.5 294 102.2 175 98.2
#> 336 238 119.0 6 113.7 7 96.0 66 101.2
#> 337 343 106.4 107 99.6 203 90.9 19 95.3
#> 338 251 102.9 162 104.6 99 107.6 281 102.7
#> 339 171 98.4 244 96.4 270 112.7 344 113.5
#> 340 83 106.5 104 106.9 62 105.8 248 102.4
#> 341 289 116.9 11 108.8 37 94.5 46 101.6
#> 342 346 111.3 41 109.9 26 87.0 2 88.5
#> 343 328 86.3 352 80.6 345 99.3 119 103.2
#> 344 210 104.6 129 103.5 124 101.4 158 100.0
#> 345 322 102.2 170 103.5 122 108.6 297 106.4
#> 346 193 97.7 255 100.2 190 104.8 225 100.4
#> 347 242 109.8 58 112.6 12 101.2 153 96.5
#> 348 21 101.8 178 97.8 241 90.2 13 95.1
#> 349 224 94.4 302 92.1 319 110.9 326 112.6
#> 350 239 106.7 101 104.4 102 95.0 48 95.2
#> 351 320 97.3 261 96.4 269 103.8 206 101.3
#> 352 283 96.2 278 97.3 249 100.2 129 100.8
#> 353 338 113.9 20 110.0 25 101.8 164 101.7
#> 354 192 99.6 228 101.4 168 100.8 141 95.6
#> 355 28 105.8 114 102.3 150 109.9 315 109.9
#> 356 185 94.5 301 98.4 224 101.1 150 97.2
#> 357 344 114.7 17 111.7 16 93.3 36 98.8
#> 358 1 89.8 345 86.7 349 117.6 349 112.7
#> 359 5 102.9 175 102.5 140 122.3 352 120.0
#> 360 111 101.2 199 100.1 193 99.1 106 97.8
#> 361 18 111.0 37 106.0 71 99.5 114 102.2
#> 362 10 94.1 323 94.7 310 117.2 347 109.6
#> 363 2 95.4 297 95.7 287 104.9 230 101.7
#> 364 302 105.8 109 105.4 79 110.5 319 107.9
#> 365 171 104.1 151 103.3 123 102.3 175 101.0
#> 366 4 92.3 335 93.3 323 102.4 177 96.6
#> 367 19 94.9 305 94.2 317 112.2 328 111.7
#> 368 40 102.0 187 100.8 175 106.4 264 105.4
#> 369 71 89.6 346 90.5 342 105.3 240 99.2
#> 370 9 97.5 262 93.2 324 107.8 289 110.5
#> 371 41 106.0 108 100.1 191 94.7 49 96.1
#> 372 3 98.0 256 96.4 273 107.6 285 107.1
#> 373 241 102.0 190 94.3 316 101.3 152 105.5
#> 374 265 105.4 122 100.8 176 94.7 50 95.4
#> 375 187 105.4 120 105.0 88 101.1 142 99.7
#> 376 82 105.6 115 104.1 107 101.4 156 99.9
#> 377 48 95.4 298 96.6 267 105.8 254 98.3
#> 378 59 106.1 104 100.4 183 95.2 53 96.9
#> 379 30 99.1 237 96.7 264 108.6 304 102.2
#> 380 57 97.4 265 100.0 195 106.1 259 103.1
#> 381 32 104.2 149 101.2 168 108.0 293 106.1
#> 382 45 98.6 245 97.5 244 112.6 332 113.2
#> 383 16 104.8 134 103.6 112 106.2 261 104.5
#> 384 229 99.1 238 98.5 222 101.8 162 97.3
#> 385 140 100.6 210 97.4 250 89.1 5 88.5
#> 386 7 98.3 251 100.1 192 107.1 278 104.1
#> 387 224 103.7 157 102.1 149 102.1 170 99.8
#> 388 113 104.9 132 107.9 39 101.4 157 96.2
#> 389 231 99.5 230 99.1 210 111.6 323 108.5
#> 390 53 92.0 338 92.2 332 109.6 312 106.3
#> 391 42 115.7 9 111.9 6 91.1 12 91.4
#> 392 266 121.3 1 120.1 1 94.4 43 93.3
#> 393 306 104.7 136 108.9 26 102.1 169 98.3
#> 394 33 101.3 196 99.5 199 106.2 262 105.2
#> 395 58 105.3 125 104.9 91 102.4 178 103.8
#> 396 6 104.1 152 106.3 65 97.1 75 91.8
#> 397 85 108.8 57 107.9 40 108.8 306 106.6
#> 398 132 102.2 184 101.3 162 98.8 102 98.0
#> 399 202 102.6 176 101.6 157 101.3 154 99.7
#> 400 21 107.3 83 106.6 60 106.3 263 104.9
#> 401 13 98.3 250 99.0 212 115.0 343 114.7
#> 402 103 109.1 55 104.7 95 95.5 57 96.2
#> 403 166 105.2 126 101.2 167 94.2 39 95.0
#> 404 129 101.9 193 96.5 270 110.2 315 111.3
#> 405 77 99.5 229 101.6 158 103.7 200 99.8
#> 406 81 100.9 204 100.0 196 102.1 171 96.6
#> 407 174 110.3 44 107.1 52 101.0 141 100.8
#> 408 151 98.7 243 103.8 110 110.3 318 106.7
#> 409 44 100.4 213 102.2 145 109.1 309 105.4
#> 410 87 95.0 303 95.3 297 106.8 274 106.6
#> 411 183 110.3 43 105.0 86 92.4 23 95.8
#> 412 146 94.2 320 92.2 333 105.3 238 105.6
#> 413 133 104.8 135 105.6 75 116.7 345 114.3
#> 414 252 107.2 85 104.3 104 104.4 217 105.4
#> 415 147 99.4 231 97.7 239 115.6 344 114.0
#> 416 98 102.2 182 97.5 243 98.0 83 97.4
#> 417 185 114.0 14 107.2 51 96.9 73 99.0
#> 418 66 96.3 282 96.2 278 100.5 131 93.3
#> 419 219 99.6 227 95.6 292 104.0 213 101.9
#> 420 271 103.4 165 97.3 251 95.5 56 99.2
#> 421 76 108.2 71 103.5 117 100.8 136 103.4
#> 422 175 106.5 97 109.0 25 100.5 132 94.3
#> 423 294 98.7 244 98.7 218 106.0 256 103.4
#> 424 181 107.7 77 100.9 173 98.4 94 102.1
#> 425 143 108.2 70 109.8 18 104.9 231 105.0
#> 426 139 96.5 277 96.8 261 104.2 215 101.5
#> 427 49 94.6 308 96.0 281 106.5 266 101.7
#> 428 67 97.8 257 99.0 213 103.8 206 98.7
#> 429 179 104.4 144 103.5 119 113.6 337 107.4
#> 430 284 100.1 217 95.2 299 94.6 47 95.1
#> 431 70 107.4 82 105.5 78 113.3 336 112.6
#> 432 8 93.6 326 94.5 313 119.7 350 113.9
#> 433 92 103.4 163 101.7 154 100.8 137 99.7
#> 434 233 117.3 5 110.3 14 98.6 97 102.4
#> 435 128 94.4 315 90.6 340 99.8 117 101.8
#> 436 123 108.7 61 101.9 152 102.0 166 104.0
#> 437 52 105.8 110 102.9 131 108.4 301 106.0
#> 438 93 104.3 146 102.8 133 104.0 210 102.3
#> 439 22 96.9 271 95.8 285 111.3 322 103.0
#> 440 207 96.0 289 96.3 276 105.6 248 100.8
#> 441 101 118.1 4 112.8 4 102.4 179 102.6
#> 442 97 108.6 63 109.4 21 108.9 307 106.3
#> 443 108 97.7 259 97.5 245 105.7 249 100.8
#> 444 232 111.0 36 104.5 100 100.2 125 103.6
#> 445 94 103.1 171 96.0 282 91.8 16 94.2
#> 446 293 111.7 32 107.1 53 91.5 15 93.6
#> 447 220 109.6 48 101.4 160 101.2 147 103.5
#> 448 95 101.2 200 101.0 169 105.5 247 101.3
#> 449 245 97.7 260 97.4 249 99.4 111 94.5
#> 450 90 112.3 29 105.4 80 92.7 25 96.1
#> 451 100 99.3 233 98.8 216 114.8 342 111.8
#> 452 194 97.5 264 95.0 305 108.2 298 107.8
#> 453 327 105.8 112 99.9 197 93.1 31 93.9
#> 454 127 86.2 350 86.7 348 103.4 198 100.7
#> 455 329 108.8 58 100.7 179 93.1 29 96.8
#> 456 74 96.3 283 98.3 228 102.5 180 99.3
#> 457 51 93.2 327 95.6 291 107.5 282 100.8
#> 458 35 105.6 117 100.7 177 90.4 8 89.7
#> 459 186 96.0 288 97.7 237 104.9 232 102.4
#> 460 172 110.7 42 105.2 82 97.3 79 98.5
#> 461 89 90.3 342 88.5 346 114.0 340 110.6
#> 462 46 96.4 280 97.0 258 99.5 115 96.8
#> 463 345 98.8 242 100.7 178 107.4 281 104.0
#> 464 286 96.2 285 96.9 260 102.9 189 101.6
#> 465 184 116.3 7 112.1 5 95.6 60 97.0
#> 466 11 104.7 139 101.4 161 104.5 221 106.3
#> 467 253 108.5 66 106.8 58 98.9 103 95.6
#> 468 307 112.0 31 111.2 8 111.6 324 107.1
#> 469 130 108.3 67 100.9 172 87.1 3 89.5
#> 470 78 96.4 278 95.0 303 101.1 143 99.3
#> 471 326 95.9 292 94.4 314 104.5 218 102.0
#> 472 288 111.0 35 107.6 49 91.4 14 92.4
#> 473 213 109.3 52 106.1 69 102.1 172 102.4
#> 474 14 99.9 221 99.1 209 111.7 326 110.1
#> 475 243 98.8 240 98.9 215 98.1 86 95.5
#> 476 136 96.2 284 94.6 312 106.6 268 105.4
#> 477 155 99.6 228 92.5 329 100.3 128 101.4
#> 478 65 96.4 279 98.5 223 104.6 222 100.3
#> 479 154 94.4 314 92.7 328 104.3 216 104.5
#> 480 297 104.5 141 101.9 151 102.5 181 101.6
#> 481 221 109.2 53 107.8 43 95.3 54 95.2
#> 482 31 106.4 99 104.2 106 102.5 184 99.8
#> 483 125 103.2 170 102.5 139 107.7 286 108.2
#> 484 205 111.4 33 108.3 33 95.5 55 97.7
#> 485 43 95.5 295 97.2 255 110.8 320 108.5
#> 486 37 98.2 253 102.0 150 104.5 220 98.9
#> 487 316 115.2 10 109.3 22 91.2 13 93.8
#> 488 110 99.6 226 96.5 271 100.4 129 99.1
#> 489 282 95.2 302 93.5 321 106.5 267 104.3
#> 490 206 107.0 88 104.5 99 97.6 81 99.1
#> 491 349 104.7 138 101.7 155 94.4 45 93.8
#> 492 39 86.9 349 83.8 350 120.8 351 120.5
#> 493 54 92.3 336 94.3 315 110.0 314 106.8
#> 494 24 103.0 172 104.9 90 112.3 330 108.3
#> 495 309 107.6 81 109.1 24 107.9 290 102.9
#> 496 203 104.3 145 99.3 206 92.0 18 93.0
#> 497 180 92.8 332 91.4 337 107.1 277 106.1
#> 498 260 100.7 207 101.3 163 108.3 300 102.8
#> 499 269 102.1 186 102.2 147 112.4 331 108.3
#> 500 153 106.1 105 106.0 70 102.1 167 100.0
#> 501 201 102.4 178 105.6 77 99.3 110 94.1
#> 502 12 102.2 183 101.7 156 107.7 287 108.6
#> 503 332 99.7 225 98.4 225 101.3 151 99.0
#> 504 148 107.8 76 104.9 89 110.3 316 110.0
#> 505 278 104.7 137 103.8 111 99.0 105 97.0
#> 506 17 105.1 128 105.8 74 122.9 353 119.9
#> 507 188 113.2 20 106.8 57 93.0 28 97.6
#> 508 161 93.1 328 94.7 311 105.1 235 98.6
#> 509 34 102.2 185 104.3 102 104.8 227 100.5
#> 510 273 101.2 201 100.2 189 108.0 292 104.1
#> 511 236 101.9 192 97.7 236 103.1 191 101.8
#> 512 211 108.3 68 106.1 68 98.2 88 99.3
#> 513 280 101.6 194 101.0 171 106.1 260 101.5
#> 514 64 92.8 333 93.4 322 102.3 176 96.6
#> 515 26 99.7 223 101.2 166 101.5 158 97.8
#> 516 84 101.1 202 103.5 120 104.0 212 100.2
#> 517 38 94.4 311 93.1 325 107.3 279 101.4
#> 518 28 102.9 174 98.2 229 102.5 185 102.0
#> 519 208 105.3 124 108.3 34 108.1 295 101.9
#> 520 15 95.0 304 95.7 289 102.1 168 97.8
#> 521 124 99.7 224 97.6 240 116.9 346 112.9
#> 522 325 92.1 337 92.4 330 104.5 219 104.7
#> 523 137 94.3 316 94.8 308 103.9 208 99.1
#> 524 156 108.6 64 102.9 132 95.6 59 94.1
#> 525 246 107.2 86 109.9 17 102.5 182 99.6
#> 526 353 98.4 248 96.2 277 102.9 190 103.1
#> 527 141 97.6 261 99.4 205 101.0 140 98.3
#> 528 114 107.8 75 102.2 146 92.8 27 94.9
#> 529 152 99.1 239 101.5 159 100.2 126 96.1
#> 530 209 107.2 84 98.7 219 94.5 46 96.7
#> 531 142 97.0 269 97.0 257 108.8 305 107.4
#> 532 164 95.2 301 93.6 320 108.5 302 107.8
#> 533 126 108.9 56 106.3 63 103.3 196 101.7
#> 534 75 95.9 291 95.2 300 117.3 348 115.0
#> 535 272 118.2 3 111.1 10 97.3 78 100.6
#> 536 333 112.8 21 107.9 42 99.6 116 100.4
#> 537 50 107.7 79 101.0 170 101.3 149 104.0
#> 538 160 104.8 133 102.5 138 100.2 124 98.8
#> 539 234 105.6 116 107.1 54 106.4 265 103.7
#> 540 196 104.4 143 100.5 182 90.3 7 90.5
#> 541 55 94.4 312 95.7 288 101.1 144 97.0
#> 542 204 103.2 169 101.3 165 100.1 123 97.9
#> 543 61 83.5 351 81.2 352 112.2 329 110.8
#> 544 197 107.7 78 108.2 35 98.1 85 96.4
#> 545 250 109.1 54 103.4 122 93.4 32 93.9
#> 546 23 95.8 293 98.5 224 105.5 245 101.2
#> 547 287 110.7 41 106.9 56 98.6 100 98.9
#> 548 115 106.1 103 100.3 186 92.2 20 96.2
#> 549 86 100.1 216 100.3 187 102.7 188 101.0
#> 550 106 106.3 102 105.9 73 105.1 237 102.3
#> 551 310 104.7 140 103.1 128 109.4 311 106.2
#> 552 62 103.6 161 102.2 148 103.3 195 101.7
#> 553 159 103.7 158 99.5 201 97.0 74 98.8
#> 554 121 95.4 300 96.5 272 97.3 80 93.0
#> 555 267 103.4 164 103.3 124 112.1 327 106.8
#> 556 258 108.8 59 102.3 142 94.7 51 94.4
#> 557 80 99.2 235 100.2 190 94.0 37 91.5
#> 558 157 110.0 46 110.8 11 105.3 241 101.2
#> 559 342 108.7 62 110.2 15 102.6 187 100.0
#> 560 281 100.2 215 100.5 181 108.1 296 106.6
#> 561 248 102.0 189 100.4 185 101.3 155 100.6
#> 562 264 95.4 299 97.7 238 103.8 204 104.6
#> 563 218 108.5 65 103.2 126 92.7 26 97.3
#> 564 313 91.3 339 95.5 295 105.1 234 100.0
#> 565 119 103.5 162 99.4 204 98.6 98 98.0
#> 566 83 106.9 90 108.4 31 107.0 275 103.7
#> 567 300 103.7 160 103.4 121 95.5 58 92.9
#> 568 290 106.6 94 104.7 94 99.0 104 97.0
#> 569 168 105.4 121 104.8 93 99.3 109 96.2
#> 570 99 87.9 348 88.2 347 108.2 297 101.9
#> 571 235 102.3 180 100.4 184 98.4 95 99.2
#> 572 251 112.7 24 108.0 37 95.1 52 96.2
#> 573 215 98.8 241 95.5 294 107.9 291 107.2
#> 574 105 96.9 274 95.0 302 107.4 280 106.8
#> 575 249 94.0 324 95.3 296 113.0 334 109.2
#> 576 182 105.8 111 103.1 129 94.4 44 93.9
#> 577 323 119.1 2 116.4 2 94.1 38 93.7
#> 578 25 81.7 352 81.2 351 107.8 288 103.8
#> 579 102 103.3 167 104.3 103 105.5 244 103.7
#> 580 73 97.3 266 97.2 254 113.9 339 109.6
#> 581 261 96.9 273 95.6 290 98.2 89 96.1
#> 582 72 94.2 321 96.8 263 101.9 164 95.0
#> 583 47 94.9 306 96.6 269 113.2 335 106.8
#> 584 138 107.9 73 106.2 67 96.4 67 94.3
#> 585 120 99.4 232 97.4 248 105.7 251 105.0
#> 586 275 109.5 49 108.0 38 94.6 48 94.1
#> 587 150 100.8 206 99.5 202 111.1 321 109.9
#> 588 291 107.9 72 101.9 153 90.2 6 92.9
#> 589 167 94.6 309 96.3 275 108.1 294 102.8
#> 590 338 115.8 8 108.6 28 85.5 2 89.3
#> 591 295 97.0 270 96.6 268 101.6 159 100.1
#> 592 63 100.0 219 99.7 198 106.7 271 104.6
#> 593 274 109.8 47 103.8 109 90.5 9 91.7
#> 594 322 104.2 148 102.5 137 107.5 284 105.8
#> 595 36 94.4 313 92.3 331 103.8 207 105.6
#> 596 319 102.5 177 95.0 304 94.2 40 96.3
#> 597 239 99.9 220 98.2 230 100.2 127 99.2
#> 598 29 92.9 329 91.9 335 105.7 250 104.2
#> 599 331 114.5 12 109.7 20 93.1 30 94.0
#> 600 96 102.0 188 100.3 188 107.0 276 105.6
#> 601 312 106.8 92 105.0 85 100.7 134 97.8
#> 602 289 113.5 18 106.3 64 92.4 22 95.7
#> 603 189 101.3 197 99.0 214 101.3 153 100.2
#> 604 191 107.9 74 104.3 101 100.6 133 101.8
#> 605 68 106.6 93 105.4 81 104.8 225 102.5
#> 606 222 94.7 307 94.8 309 105.8 255 102.6
#> 607 170 95.4 296 97.3 253 109.1 308 105.9
#> 608 254 100.6 211 102.7 135 105.5 246 102.7
#> 609 193 92.5 334 92.9 327 109.3 310 105.9
#> 610 158 96.9 272 97.9 232 114.4 341 110.3
#> 611 314 94.2 318 91.6 336 96.6 70 96.9
#> 612 303 97.8 258 96.8 262 105.7 252 101.9
#> 613 131 97.2 267 97.5 246 104.8 224 97.8
#> 614 227 112.1 30 104.6 96 94.2 41 98.1
#> 615 190 94.1 322 90.7 339 100.9 139 102.9
#> 616 321 104.9 131 96.7 265 101.3 150 104.5
#> 617 163 106.3 100 102.3 143 100.8 135 103.2
#> 618 336 107.2 87 106.5 61 105.1 236 99.4
#> 619 335 96.0 290 96.4 274 102.5 183 97.9
#> 620 259 94.2 319 95.9 284 103.2 193 97.7
#> 621 149 99.2 236 96.0 280 105.8 253 103.7
#> 622 256 102.3 179 102.2 144 106.7 269 105.6
#> 623 226 108.7 60 107.7 47 98.2 90 94.7
#> 624 270 104.1 150 99.5 203 96.7 71 96.7
#> 625 117 98.3 249 96.2 279 98.3 92 96.3
#> 626 169 103.0 173 103.5 118 108.5 303 104.4
#> 627 228 105.8 113 103.3 125 101.2 145 100.9
#> 628 56 94.5 310 95.5 293 113.6 338 111.4
#> 629 324 103.3 166 104.6 97 102.6 186 99.6
#> 630 279 106.5 98 106.5 62 96.4 68 90.1
#> 631 165 107.0 89 105.2 83 105.5 243 103.8
#> 632 122 113.9 15 107.8 44 94.0 36 98.3
#> 633 109 113.4 19 109.2 23 99.8 119 101.1
#> 634 262 113.5 17 106.3 66 88.1 4 90.1
#> 635 315 100.6 208 100.0 194 110.0 313 108.3
#> 636 296 102.2 181 104.6 98 106.7 270 103.9
#> 637 230 114.3 13 108.1 36 92.0 19 94.5
#> 638 118 108.2 69 109.7 19 96.0 65 95.9
#> 639 318 100.5 212 102.8 134 103.8 205 100.2
#> 640 27 90.3 341 92.0 334 112.8 333 109.0
#> 641 79 79.0 353 78.2 353 104.6 223 100.8
#> 642 60 98.6 246 98.4 226 105.0 233 102.3
#> 643 257 91.2 340 90.8 338 103.3 194 99.7
#> 644 69 106.8 91 108.4 30 101.2 148 99.3
#> 645 88 110.9 38 105.1 84 93.7 35 97.2
#> 646 244 100.1 218 97.8 235 111.6 325 107.9
#> 647 340 103.9 155 98.6 220 93.5 33 95.2
#> 648 344 105.4 123 107.7 45 103.2 192 100.7
#> 649 305 104.1 153 97.0 259 92.6 24 95.6
#> 650 334 104.5 142 104.3 105 103.4 197 102.4
#> 651 199 92.9 330 90.3 343 106.8 273 103.1
#> 652 276 105.0 129 105.0 87 104.9 229 103.3
#> 653 328 92.8 331 93.1 326 101.6 160 96.4
#> 654 308 103.2 168 99.5 200 93.6 34 92.8
#> 655 200 96.7 276 95.3 298 99.9 121 96.7
#> 656 292 112.7 23 110.7 12 99.3 108 97.9
#> 657 178 112.7 22 107.7 48 92.3 21 92.7
#> 658 277 106.6 95 103.6 115 102.2 174 100.8
#> 659 107 100.8 205 99.3 207 102.1 173 98.5
#> 660 20 94.3 317 96.0 283 106.0 257 101.9
#> 661 116 102.0 191 103.6 116 99.8 120 96.3
#> 662 268 110.9 39 106.7 59 102.0 165 101.8
#> 663 195 96.8 275 100.5 180 105.3 239 100.7
#> 664 144 98.5 247 98.1 231 98.0 84 95.8
#> 665 263 104.0 154 98.3 227 98.3 91 99.1
#> 666 320 104.3 147 101.3 164 98.0 82 98.4
#> 667 337 104.9 130 104.0 108 103.9 209 102.4
#> 668 343 103.7 159 102.6 136 96.8 72 94.8
#> 669 135 106.3 101 104.8 92 98.3 93 96.4
#> 670 285 106.6 96 100.8 174 95.8 62 96.8
#> 671 212 101.2 198 98.8 217 110.3 317 108.8
#> 672 192 101.5 195 95.1 301 100.4 130 103.9
#> 673 216 90.2 343 90.6 341 103.8 203 98.2
#> 674 162 105.7 114 105.6 76 104.8 226 103.2
#> 675 304 105.5 119 97.5 242 96.1 66 98.2
#> 676 341 117.1 6 111.9 7 97.1 76 98.3
#> 677 225 110.2 45 110.3 13 100.1 122 97.0
#> 678 240 96.2 286 97.6 241 104.9 228 103.4
#> 679 91 96.1 287 93.7 318 103.7 201 103.2
#> 680 145 103.8 156 102.4 141 99.1 107 97.1
#> 681 317 100.2 214 95.0 306 95.9 63 95.0
#> 682 177 109.3 51 103.6 114 99.4 112 101.1
#> 683 339 112.5 27 107.3 50 95.7 61 99.0
#> 684 247 97.5 263 98.5 221 103.6 199 101.9
#> 685 238 89.1 347 88.6 345 95.9 64 93.7
#> 686 301 99.8 222 99.1 211 100.8 138 98.1
#> 687 242 112.5 26 108.6 27 101.9 163 100.3
#> 688 311 112.4 28 108.3 32 103.8 202 101.7
#> 689 350 115.1 11 112.8 3 90.6 10 91.0
#> 690 348 109.3 50 102.9 130 90.8 11 94.3
#> 691 299 101.0 203 95.8 286 97.2 77 99.0
#> 692 330 106.1 106 107.0 55 105.3 242 101.6
#> 693 210 105.6 118 108.5 29 106.8 272 103.9
#> 694 176 98.2 252 96.6 266 98.6 99 97.3
#> 695 283 105.1 127 103.2 127 104.1 214 105.1
#> 696 134 113.7 16 111.2 9 98.5 96 100.3
#> 697 214 97.1 268 97.1 256 98.2 87 95.8
#> 698 198 112.6 25 105.9 72 94.2 42 95.9
#> 699 104 110.8 40 103.6 113 91.9 17 96.3
#> 700 255 107.6 80 107.9 41 99.4 113 94.6
#> 701 223 98.1 255 97.9 233 108.3 299 104.5
#> 702 217 96.4 281 97.9 234 107.5 283 102.9
#> 703 173 90.1 344 90.2 344 101.6 161 97.7
#> 704 112 95.8 294 97.3 252 99.8 118 96.6
#> 705 352 93.9 325 94.9 307 98.8 101 95.0
#> 706 237 100.6 209 97.4 247 104.0 211 105.2
#> 707 298 111.2 34 107.7 46 101.2 146 99.3
#> 708 347 98.1 254 99.2 208 106.0 258 101.9
#> 709 346 106.1 107 109.9 16 96.4 69 89.8
#> 710 351 99.3 234 93.6 319 85.1 1 85.9
#> raw_d_rk ncaa_seed year
#> 1 135 NA 2021
#> 2 67 NA 2021
#> 3 260 NA 2021
#> 4 328 NA 2021
#> 5 85 NA 2021
#> 6 89 NA 2021
#> 7 17 1 2021
#> 8 245 NA 2021
#> 9 78 NA 2021
#> 10 196 NA 2021
#> 11 20 2 2021
#> 12 339 NA 2021
#> 13 228 NA 2021
#> 14 12 12 2021
#> 15 271 NA 2021
#> 16 70 NA 2021
#> 17 259 NA 2021
#> 18 307 NA 2021
#> 19 24 3 2021
#> 20 99 NA 2021
#> 21 270 NA 2021
#> 22 288 NA 2021
#> 23 219 NA 2021
#> 24 75 4 2021
#> 25 348 NA 2021
#> 26 35 14 2021
#> 27 111 14 2021
#> 28 244 NA 2021
#> 29 330 NA 2021
#> 30 322 NA 2021
#> 31 27 NA 2021
#> 32 68 NA 2021
#> 33 106 NA 2021
#> 34 280 NA 2021
#> 35 190 NA 2021
#> 36 139 NA 2021
#> 37 253 NA 2021
#> 38 342 NA 2021
#> 39 312 NA 2021
#> 40 304 NA 2021
#> 41 83 NA 2021
#> 42 95 NA 2021
#> 43 73 8 2021
#> 44 315 NA 2021
#> 45 46 16 2021
#> 46 277 15 2021
#> 47 202 NA 2021
#> 48 2 NA 2021
#> 49 173 NA 2021
#> 50 346 NA 2021
#> 51 60 NA 2021
#> 52 15 NA 2021
#> 53 311 NA 2021
#> 54 217 NA 2021
#> 55 345 NA 2021
#> 56 153 NA 2021
#> 57 112 NA 2021
#> 58 323 NA 2021
#> 59 234 NA 2021
#> 60 329 NA 2021
#> 61 336 NA 2021
#> 62 313 NA 2021
#> 63 94 NA 2021
#> 64 52 NA 2021
#> 65 302 NA 2021
#> 66 176 NA 2021
#> 67 235 NA 2021
#> 68 305 NA 2021
#> 69 105 NA 2021
#> 70 227 8 2021
#> 71 33 NA 2021
#> 72 143 NA 2021
#> 73 181 NA 2021
#> 74 110 NA 2021
#> 75 203 NA 2021
#> 76 289 NA 2021
#> 77 300 NA 2021
#> 78 188 NA 2021
#> 79 41 1 2021
#> 80 257 NA 2021
#> 81 96 NA 2021
#> 82 296 NA 2021
#> 83 294 NA 2021
#> 84 274 NA 2021
#> 85 233 NA 2021
#> 86 319 NA 2021
#> 87 285 NA 2021
#> 88 211 NA 2021
#> 89 286 NA 2021
#> 90 80 4 2021
#> 91 308 NA 2021
#> 92 199 NA 2021
#> 93 205 2 2021
#> 94 53 NA 2021
#> 95 125 NA 2021
#> 96 222 NA 2021
#> 97 263 NA 2021
#> 98 178 NA 2021
#> 99 326 NA 2021
#> 100 348 NA 2021
#> 101 174 12 2021
#> 102 65 NA 2021
#> 103 77 NA 2021
#> 104 333 NA 2021
#> 105 251 NA 2021
#> 106 273 NA 2021
#> 107 10 10 2021
#> 108 97 NA 2021
#> 109 318 NA 2021
#> 110 344 NA 2021
#> 111 276 NA 2021
#> 112 14 NA 2021
#> 113 268 NA 2021
#> 114 254 NA 2021
#> 115 1 14 2021
#> 116 50 NA 2021
#> 117 210 NA 2021
#> 118 186 NA 2021
#> 119 134 NA 2021
#> 120 93 NA 2021
#> 121 9 NA 2021
#> 122 151 3 2021
#> 123 193 13 2021
#> 124 348 NA 2021
#> 125 232 NA 2021
#> 126 306 NA 2021
#> 127 103 NA 2021
#> 128 51 NA 2021
#> 129 293 NA 2021
#> 130 261 NA 2021
#> 131 204 NA 2021
#> 132 266 NA 2021
#> 133 45 NA 2021
#> 134 108 NA 2021
#> 135 79 NA 2021
#> 136 255 NA 2021
#> 137 348 NA 2021
#> 138 267 NA 2021
#> 139 258 NA 2021
#> 140 170 NA 2021
#> 141 59 NA 2021
#> 142 314 NA 2021
#> 143 187 NA 2021
#> 144 69 5 2021
#> 145 279 NA 2021
#> 146 64 3 2021
#> 147 236 NA 2021
#> 148 146 NA 2021
#> 149 5 11 2021
#> 150 290 NA 2021
#> 151 156 11 2021
#> 152 184 NA 2021
#> 153 221 NA 2021
#> 154 248 NA 2021
#> 155 282 NA 2021
#> 156 317 NA 2021
#> 157 157 NA 2021
#> 158 164 NA 2021
#> 159 3 NA 2021
#> 160 179 NA 2021
#> 161 58 NA 2021
#> 162 119 NA 2021
#> 163 165 9 2021
#> 164 218 11 2021
#> 165 220 NA 2021
#> 166 295 NA 2021
#> 167 114 7 2021
#> 168 201 NA 2021
#> 169 150 NA 2021
#> 170 207 NA 2021
#> 171 166 NA 2021
#> 172 284 NA 2021
#> 173 215 NA 2021
#> 174 55 3 2021
#> 175 214 NA 2021
#> 176 102 NA 2021
#> 177 123 NA 2021
#> 178 343 NA 2021
#> 179 269 NA 2021
#> 180 348 NA 2021
#> 181 113 NA 2021
#> 182 287 NA 2021
#> 183 42 13 2021
#> 184 38 NA 2021
#> 185 348 NA 2021
#> 186 127 NA 2021
#> 187 91 NA 2021
#> 188 252 NA 2021
#> 189 185 NA 2021
#> 190 241 NA 2021
#> 191 138 NA 2021
#> 192 348 NA 2021
#> 193 192 NA 2021
#> 194 265 NA 2021
#> 195 264 NA 2021
#> 196 216 NA 2021
#> 197 132 NA 2021
#> 198 126 NA 2021
#> 199 31 15 2021
#> 200 140 NA 2021
#> 201 209 NA 2021
#> 202 309 NA 2021
#> 203 198 NA 2021
#> 204 183 NA 2021
#> 205 292 NA 2021
#> 206 66 6 2021
#> 207 49 NA 2021
#> 208 32 NA 2021
#> 209 26 NA 2021
#> 210 200 NA 2021
#> 211 86 16 2021
#> 212 347 NA 2021
#> 213 29 1 2021
#> 214 100 10 2021
#> 215 242 NA 2021
#> 216 197 NA 2021
#> 217 107 NA 2021
#> 218 116 NA 2021
#> 219 74 NA 2021
#> 220 334 NA 2021
#> 221 87 NA 2021
#> 222 16 NA 2021
#> 223 148 9 2021
#> 224 338 NA 2021
#> 225 168 NA 2021
#> 226 152 7 2021
#> 227 327 NA 2021
#> 228 124 8 2021
#> 229 303 NA 2021
#> 230 301 NA 2021
#> 231 160 NA 2021
#> 232 11 5 2021
#> 233 56 NA 2021
#> 234 128 11 2021
#> 235 34 6 2021
#> 236 109 NA 2021
#> 237 162 NA 2021
#> 238 7 NA 2021
#> 239 180 NA 2021
#> 240 154 NA 2021
#> 241 298 NA 2021
#> 242 320 NA 2021
#> 243 44 16 2021
#> 244 120 NA 2021
#> 245 194 NA 2021
#> 246 348 NA 2021
#> 247 247 NA 2021
#> 248 272 NA 2021
#> 249 230 NA 2021
#> 250 335 NA 2021
#> 251 243 2 2021
#> 252 191 NA 2021
#> 253 8 NA 2021
#> 254 22 NA 2021
#> 255 155 NA 2021
#> 256 48 1 2021
#> 257 348 NA 2021
#> 258 256 NA 2021
#> 259 348 NA 2021
#> 260 331 NA 2021
#> 261 239 NA 2021
#> 262 117 NA 2021
#> 263 62 NA 2021
#> 264 158 NA 2021
#> 265 104 NA 2021
#> 266 115 NA 2021
#> 267 21 NA 2021
#> 268 72 NA 2021
#> 269 172 NA 2021
#> 270 182 NA 2021
#> 271 76 11 2021
#> 272 310 NA 2021
#> 273 36 NA 2021
#> 274 237 NA 2021
#> 275 92 NA 2021
#> 276 54 5 2021
#> 277 225 NA 2021
#> 278 121 4 2021
#> 279 212 15 2021
#> 280 25 NA 2021
#> 281 249 NA 2021
#> 282 238 NA 2021
#> 283 299 NA 2021
#> 284 131 NA 2021
#> 285 325 NA 2021
#> 286 88 NA 2021
#> 287 250 NA 2021
#> 288 208 NA 2021
#> 289 142 NA 2021
#> 290 297 NA 2021
#> 291 231 NA 2021
#> 292 161 NA 2021
#> 293 275 NA 2021
#> 294 332 NA 2021
#> 295 223 NA 2021
#> 296 82 NA 2021
#> 297 189 NA 2021
#> 298 81 10 2021
#> 299 171 NA 2021
#> 300 133 NA 2021
#> 301 28 12 2021
#> 302 316 NA 2021
#> 303 98 NA 2021
#> 304 141 NA 2021
#> 305 122 NA 2021
#> 306 229 12 2021
#> 307 13 6 2021
#> 308 262 NA 2021
#> 309 63 7 2021
#> 310 144 16 2021
#> 311 129 NA 2021
#> 312 341 NA 2021
#> 313 321 NA 2021
#> 314 47 14 2021
#> 315 246 NA 2021
#> 316 19 6 2021
#> 317 195 NA 2021
#> 318 23 NA 2021
#> 319 30 15 2021
#> 320 18 9 2021
#> 321 145 10 2021
#> 322 278 NA 2021
#> 323 281 NA 2021
#> 324 291 NA 2021
#> 325 136 NA 2021
#> 326 240 NA 2021
#> 327 147 NA 2021
#> 328 71 9 2021
#> 329 118 NA 2021
#> 330 90 NA 2021
#> 331 226 NA 2021
#> 332 6 2 2021
#> 333 169 NA 2021
#> 334 167 NA 2021
#> 335 84 NA 2021
#> 336 159 5 2021
#> 337 40 7 2021
#> 338 213 NA 2021
#> 339 340 NA 2021
#> 340 206 16 2021
#> 341 175 11 2021
#> 342 4 8 2021
#> 343 224 NA 2021
#> 344 130 NA 2021
#> 345 283 NA 2021
#> 346 137 NA 2021
#> 347 57 13 2021
#> 348 37 NA 2021
#> 349 337 NA 2021
#> 350 39 13 2021
#> 351 163 NA 2021
#> 352 149 NA 2021
#> 353 177 NA 2021
#> 354 43 NA 2021
#> 355 324 NA 2021
#> 356 61 16 2021
#> 357 101 4 2021
#> 358 343 NA 2020
#> 359 352 NA 2020
#> 360 107 NA 2020
#> 361 221 NA 2020
#> 362 329 NA 2020
#> 363 202 NA 2020
#> 364 317 NA 2020
#> 365 187 NA 2020
#> 366 83 NA 2020
#> 367 340 NA 2020
#> 368 283 NA 2020
#> 369 143 NA 2020
#> 370 335 NA 2020
#> 371 64 10 2020
#> 372 310 NA 2020
#> 373 287 NA 2020
#> 374 54 NA 2020
#> 375 156 15 2020
#> 376 162 NA 2020
#> 377 122 NA 2020
#> 378 91 NA 2020
#> 379 220 NA 2020
#> 380 241 NA 2020
#> 381 296 NA 2020
#> 382 345 NA 2020
#> 383 270 NA 2020
#> 384 101 NA 2020
#> 385 2 NA 2020
#> 386 265 NA 2020
#> 387 159 NA 2020
#> 388 71 NA 2020
#> 389 324 NA 2020
#> 390 300 NA 2020
#> 391 11 3 2020
#> 392 23 1 2020
#> 393 125 16 2020
#> 394 282 NA 2020
#> 395 256 NA 2020
#> 396 14 12 2020
#> 397 304 NA 2020
#> 398 115 NA 2020
#> 399 155 NA 2020
#> 400 277 NA 2020
#> 401 349 NA 2020
#> 402 68 NA 2020
#> 403 47 NA 2020
#> 404 338 NA 2020
#> 405 161 NA 2020
#> 406 80 NA 2020
#> 407 183 NA 2020
#> 408 305 NA 2020
#> 409 285 NA 2020
#> 410 302 NA 2020
#> 411 59 6 2020
#> 412 288 NA 2020
#> 413 348 NA 2020
#> 414 286 NA 2020
#> 415 347 NA 2020
#> 416 102 NA 2020
#> 417 137 9 2020
#> 418 22 16 2020
#> 419 213 NA 2020
#> 420 144 NA 2020
#> 421 249 NA 2020
#> 422 38 14 2020
#> 423 247 NA 2020
#> 424 219 NA 2020
#> 425 279 NA 2020
#> 426 197 NA 2020
#> 427 204 NA 2020
#> 428 130 NA 2020
#> 429 313 NA 2020
#> 430 51 NA 2020
#> 431 342 NA 2020
#> 432 346 NA 2020
#> 433 157 NA 2020
#> 434 225 6 2020
#> 435 206 NA 2020
#> 436 263 NA 2020
#> 437 295 NA 2020
#> 438 222 NA 2020
#> 439 239 NA 2020
#> 440 185 NA 2020
#> 441 231 8 2020
#> 442 299 NA 2020
#> 443 181 NA 2020
#> 444 251 NA 2020
#> 445 36 NA 2020
#> 446 24 2 2020
#> 447 250 NA 2020
#> 448 193 NA 2020
#> 449 42 NA 2020
#> 450 65 3 2020
#> 451 341 NA 2020
#> 452 315 NA 2020
#> 453 30 NA 2020
#> 454 178 NA 2020
#> 455 89 10 2020
#> 456 151 NA 2020
#> 457 182 NA 2020
#> 458 5 11 2020
#> 459 227 NA 2020
#> 460 127 11 2020
#> 461 336 NA 2020
#> 462 87 NA 2020
#> 463 262 NA 2020
#> 464 200 NA 2020
#> 465 92 5 2020
#> 466 301 NA 2020
#> 467 57 13 2020
#> 468 311 NA 2020
#> 469 4 6 2020
#> 470 148 NA 2020
#> 471 217 NA 2020
#> 472 15 7 2020
#> 473 229 NA 2020
#> 474 333 NA 2020
#> 475 55 NA 2020
#> 476 284 NA 2020
#> 477 195 NA 2020
#> 478 172 NA 2020
#> 479 272 NA 2020
#> 480 198 NA 2020
#> 481 52 11 2020
#> 482 160 15 2020
#> 483 319 NA 2020
#> 484 106 5 2020
#> 485 323 NA 2020
#> 486 133 NA 2020
#> 487 27 3 2020
#> 488 142 NA 2020
#> 489 268 NA 2020
#> 490 141 NA 2020
#> 491 28 NA 2020
#> 492 353 NA 2020
#> 493 307 NA 2020
#> 494 320 NA 2020
#> 495 236 NA 2020
#> 496 21 9 2020
#> 497 297 NA 2020
#> 498 234 NA 2020
#> 499 321 NA 2020
#> 500 163 NA 2020
#> 501 33 NA 2020
#> 502 325 NA 2020
#> 503 138 NA 2020
#> 504 332 NA 2020
#> 505 93 NA 2020
#> 506 351 NA 2020
#> 507 103 6 2020
#> 508 129 NA 2020
#> 509 174 NA 2020
#> 510 266 NA 2020
#> 511 209 NA 2020
#> 512 147 NA 2020
#> 513 196 NA 2020
#> 514 81 NA 2020
#> 515 111 NA 2020
#> 516 168 NA 2020
#> 517 194 NA 2020
#> 518 218 NA 2020
#> 519 214 NA 2020
#> 520 108 NA 2020
#> 521 344 NA 2020
#> 522 276 NA 2020
#> 523 139 NA 2020
#> 524 34 NA 2020
#> 525 153 NA 2020
#> 526 240 NA 2020
#> 527 123 NA 2020
#> 528 46 8 2020
#> 529 67 NA 2020
#> 530 86 NA 2020
#> 531 314 NA 2020
#> 532 316 NA 2020
#> 533 203 NA 2020
#> 534 350 NA 2020
#> 535 176 2 2020
#> 536 173 NA 2020
#> 537 264 NA 2020
#> 538 131 NA 2020
#> 539 255 NA 2020
#> 540 9 NA 2020
#> 541 95 NA 2020
#> 542 114 NA 2020
#> 543 337 NA 2020
#> 544 79 NA 2020
#> 545 31 8 2020
#> 546 191 NA 2020
#> 547 134 NA 2020
#> 548 69 NA 2020
#> 549 188 NA 2020
#> 550 223 NA 2020
#> 551 298 NA 2020
#> 552 201 NA 2020
#> 553 132 NA 2020
#> 554 20 NA 2020
#> 555 308 NA 2020
#> 556 40 12 2020
#> 557 12 NA 2020
#> 558 192 NA 2020
#> 559 165 14 2020
#> 560 303 NA 2020
#> 561 175 NA 2020
#> 562 275 NA 2020
#> 563 99 10 2020
#> 564 164 NA 2020
#> 565 116 NA 2020
#> 566 253 NA 2020
#> 567 18 NA 2020
#> 568 96 NA 2020
#> 569 72 14 2020
#> 570 216 NA 2020
#> 571 145 NA 2020
#> 572 70 4 2020
#> 573 312 NA 2020
#> 574 309 NA 2020
#> 575 328 NA 2020
#> 576 29 NA 2020
#> 577 25 1 2020
#> 578 257 NA 2020
#> 579 252 NA 2020
#> 580 330 NA 2020
#> 581 66 NA 2020
#> 582 48 NA 2020
#> 583 306 NA 2020
#> 584 37 12 2020
#> 585 278 NA 2020
#> 586 35 11 2020
#> 587 331 NA 2020
#> 588 19 9 2020
#> 589 235 NA 2020
#> 590 3 1 2020
#> 591 166 NA 2020
#> 592 274 NA 2020
#> 593 13 10 2020
#> 594 292 NA 2020
#> 595 290 NA 2020
#> 596 76 NA 2020
#> 597 146 NA 2020
#> 598 267 NA 2020
#> 599 32 4 2020
#> 600 289 NA 2020
#> 601 110 14 2020
#> 602 58 3 2020
#> 603 167 NA 2020
#> 604 207 NA 2020
#> 605 230 NA 2020
#> 606 232 NA 2020
#> 607 293 NA 2020
#> 608 233 NA 2020
#> 609 294 NA 2020
#> 610 334 NA 2020
#> 611 90 NA 2020
#> 612 211 NA 2020
#> 613 109 NA 2020
#> 614 118 NA 2020
#> 615 237 NA 2020
#> 616 273 NA 2020
#> 617 243 NA 2020
#> 618 152 16 2020
#> 619 112 NA 2020
#> 620 105 16 2020
#> 621 254 NA 2020
#> 622 291 NA 2020
#> 623 44 NA 2020
#> 624 85 NA 2020
#> 625 74 NA 2020
#> 626 269 NA 2020
#> 627 186 NA 2020
#> 628 339 NA 2020
#> 629 154 16 2020
#> 630 8 13 2020
#> 631 258 NA 2020
#> 632 121 2 2020
#> 633 189 NA 2020
#> 634 7 1 2020
#> 635 322 NA 2020
#> 636 260 NA 2020
#> 637 41 5 2020
#> 638 62 11 2020
#> 639 169 16 2020
#> 640 327 NA 2020
#> 641 180 NA 2020
#> 642 224 NA 2020
#> 643 158 NA 2020
#> 644 150 15 2020
#> 645 98 7 2020
#> 646 318 NA 2020
#> 647 53 NA 2020
#> 648 179 NA 2020
#> 649 56 NA 2020
#> 650 228 NA 2020
#> 651 242 NA 2020
#> 652 246 NA 2020
#> 653 78 NA 2020
#> 654 17 NA 2020
#> 655 84 NA 2020
#> 656 113 NA 2020
#> 657 16 7 2020
#> 658 184 NA 2020
#> 659 128 NA 2020
#> 660 210 NA 2020
#> 661 75 15 2020
#> 662 208 NA 2020
#> 663 177 NA 2020
#> 664 60 NA 2020
#> 665 140 NA 2020
#> 666 126 NA 2020
#> 667 226 NA 2020
#> 668 45 NA 2020
#> 669 77 NA 2020
#> 670 88 NA 2020
#> 671 326 NA 2020
#> 672 261 NA 2020
#> 673 119 NA 2020
#> 674 244 NA 2020
#> 675 120 NA 2020
#> 676 124 4 2020
#> 677 94 NA 2020
#> 678 248 NA 2020
#> 679 245 NA 2020
#> 680 97 NA 2020
#> 681 49 NA 2020
#> 682 190 11 2020
#> 683 136 9 2020
#> 684 215 NA 2020
#> 685 26 NA 2020
#> 686 117 NA 2020
#> 687 170 NA 2020
#> 688 205 NA 2020
#> 689 10 2 2020
#> 690 39 NA 2020
#> 691 135 NA 2020
#> 692 199 NA 2020
#> 693 259 NA 2020
#> 694 100 NA 2020
#> 695 280 NA 2020
#> 696 171 8 2020
#> 697 61 NA 2020
#> 698 63 5 2020
#> 699 73 4 2020
#> 700 43 13 2020
#> 701 271 NA 2020
#> 702 238 NA 2020
#> 703 104 NA 2020
#> 704 82 NA 2020
#> 705 50 NA 2020
#> 706 281 NA 2020
#> 707 149 13 2020
#> 708 212 NA 2020
#> 709 6 12 2020
#> 710 1 7 2020
# }