schedule scrape data and script

raw_data/schedule_strength.csv

@@ -0,0 +1,359 @@
+Rank,Team,strength,Hi,Low,Last
+1,Baylor (25-5),11.8,1,293,1
+2,Tennessee (22-7),11.6,1,296,2
+3,Villanova (22-7),11.3,1,233,4
+4,Kentucky (24-6),11.3,2,89,5
+5,Kansas (24-6),11.3,3,45,3
+6,Michigan (16-13),11.2,2,113,7
+7,Purdue (24-6),11.1,3,201,8
+8,Illinois (21-8),11,4,210,6
+9,Texas Tech (23-7),11,4,341,9
+10,Alabama (19-11),10.9,2,115,10
+11,Michigan St (19-11),10.8,2,40,12
+12,Wisconsin (24-5),10.6,5,333,11
+13,Ohio State (19-9),10.6,3,123,13
+14,Texas (21-9),10.3,1,223,14
+15,Oklahoma St (14-15),10.2,11,215,16
+16,LSU (20-10),10.1,3,257,18
+17,Gonzaga (24-3),10,1,187,17
+18,Auburn (26-4),10,7,230,19
+19,Arizona (27-3),10,3,289,15
+20,Oklahoma (16-14),9.9,15,317,20
+21,UCLA (22-6),9.9,3,205,21
+22,W Virginia (14-16),9.6,21,199,22
+23,Kansas St (14-15),9.6,23,351,23
+24,Iowa (22-8),9.5,15,286,28
+25,Duke (26-4),9.4,6,57,24
+26,Marquette (18-11),9.3,11,282,25
+27,Connecticut (21-8),9.3,9,287,26
+28,Penn State (12-15),9.1,21,237,33
+29,Xavier (17-12),9.1,16,200,29
+30,Seton Hall (19-9),9.1,4,288,27
+31,TX Christian (19-10),9,31,309,35
+32,Maryland (15-15),9,22,219,30
+33,Arizona St (13-16),8.8,24,226,31
+34,Rutgers (17-12),8.7,32,293,32
+35,Northwestern (13-15),8.6,29,339,34
+36,Indiana (18-11),8.5,24,301,36
+37,Iowa State (20-10),8.4,27,313,37
+38,Minnesota (13-15),8.3,35,227,38
+39,Providence (24-4),8.1,26,253,41
+40,Arkansas (24-6),8.1,16,205,40
+41,Florida (19-11),8.1,10,211,39
+42,N Carolina (22-8),7.8,10,259,42
+43,Miss State (17-13),7.7,36,295,43
+44,Creighton (20-9),7.6,39,321,44
+45,Syracuse (15-15),7.5,14,316,46
+46,Oregon (18-12),7.5,14,172,45
+47,St Johns (16-13),7.4,33,310,48
+48,Vanderbilt (14-15),7.4,45,338,47
+49,Florida St (16-13),7.4,11,237,50
+50,VA Tech (19-11),7.4,12,273,49
+51,Notre Dame (21-9),7.1,34,331,51
+52,Virginia (17-12),7.1,34,196,53
+53,St Marys (24-6),7.1,33,238,54
+54,Houston (26-4),7,8,169,52
+55,Stanford (15-14),6.9,38,207,66
+56,Butler (13-17),6.9,54,314,56
+57,Miami (FL) (21-9),6.9,45,244,57
+58,Mississippi (13-17),6.7,56,323,59
+59,Missouri (10-20),6.7,58,320,58
+60,Memphis (18-9),6.7,11,275,55
+61,Nebraska (9-21),6.7,61,288,61
+62,Louisville (12-17),6.7,19,238,60
+63,Clemson (15-15),6.6,45,270,63
+64,Texas A&M (19-11),6.6,64,298,65
+65,S Carolina (18-11),6.6,56,287,64
+66,USC (25-5),6.6,19,251,62
+67,DePaul (15-14),6.5,50,333,67
+68,Wake Forest (23-8),6.4,53,349,68
+69,Utah (11-18),6,56,273,69
+70,Colorado (19-10),5.9,55,269,70
+71,San Diego St (20-7),5.8,20,171,71
+72,Oregon St (3-26),5.8,47,175,78
+73,Wichita St (14-12),5.7,23,163,73
+74,Washington (15-14),5.7,74,326,77
+75,San Francisco (23-8),5.7,53,247,76
+76,Georgetown (6-23),5.6,74,343,74
+77,NC State (11-19),5.6,52,258,75
+78,Wash State (17-13),5.6,61,278,72
+79,BYU (21-9),5.4,21,170,79
+80,California (12-18),5.1,50,261,82
+81,VCU (21-7),5.1,16,177,81
+82,S Methodist (21-7),5.1,38,267,80
+83,GA Tech (11-19),5,72,262,83
+84,Utah State (16-14),5,28,189,84
+85,Pittsburgh (11-19),5,74,217,85
+86,Georgia (6-24),4.9,67,241,86
+87,Central FL (17-10),4.8,45,243,87
+88,Boise State (24-6),4.6,14,188,88
+89,Boston Col (11-18),4.5,87,286,90
+90,St Bonavent (19-8),4.5,29,295,89
+91,Loyola-Chi (22-7),4.3,32,299,92
+92,Colorado St (23-4),4.3,65,305,91
+93,Nevada (12-16),4.3,33,212,93
+94,Tulane (13-13),4.2,87,305,94
+95,Saint Louis (20-10),4.1,61,348,95
+96,UNLV (18-12),4,61,231,96
+97,Richmond (19-11),4,30,268,97
+98,Temple (16-11),4,57,322,99
+99,Cincinnati (17-14),3.9,52,301,100
+100,Dayton (21-9),3.8,77,289,98
+101,Santa Clara (20-10),3.6,85,231,101
+102,Wyoming (23-7),3.5,79,329,102
+103,Fresno St (18-11),3,99,357,106
+104,N Iowa (18-10),3,62,200,103
+105,Geo Mason (14-14),2.9,72,248,104
+106,Tulsa (9-19),2.9,92,318,105
+107,Davidson (25-4),2.5,37,208,107
+108,North Texas (23-4),2.1,73,352,108
+109,St Josephs (10-18),1.9,109,340,109
+110,Missouri St (22-9),1.9,87,338,111
+111,Loyola Mymt (11-17),1.8,85,255,110
+112,S Florida (8-21),1.7,111,328,115
+113,Bradley (17-13),1.7,55,261,112
+114,Drake (22-9),1.5,44,340,113
+115,Rhode Island (14-14),1.4,81,182,114
+116,UAB (23-7),1.3,47,274,116
+117,U Mass (13-16),1.3,60,243,117
+118,New Mexico (12-18),1.2,92,293,118
+119,Duquesne (6-22),1.1,101,248,119
+120,E Carolina (15-13),0.9,117,336,120
+121,S Illinois (16-14),0.8,89,245,123
+122,U Penn (12-14),0.8,11,207,121
+123,Furman (20-11),0.7,33,292,124
+124,W Kentucky (18-12),0.7,44,290,125
+125,Toledo (24-6),0.6,79,189,126
+126,Iona (24-6),0.6,49,202,122
+127,Belmont (25-6),0.6,27,132,128
+128,Hofstra (21-10),0.6,4,175,127
+129,Geo Wshgtn (12-16),0.3,123,266,129
+130,Charlotte (16-13),0.3,111,275,133
+131,Towson (24-7),0.2,111,256,132
+132,Chattanooga (24-7),0.2,60,192,135
+133,Old Dominion (12-18),0.1,133,336,136
+134,San Diego (15-15),0,87,303,134
+135,Monmouth (19-11),0,59,197,131
+136,LA Tech (21-8),0,2,247,138
+137,Pepperdine (7-25),0,92,212,137
+138,UC Irvine (14-9),-0.1,42,138,130
+139,La Salle (9-18),-0.1,137,319,139
+140,Murray St (28-2),-0.2,88,327,140
+141,S Dakota St (27-4),-0.2,47,193,142
+142,N Mex State (23-6),-0.2,40,159,141
+143,Col Charlestn (16-14),-0.2,113,326,143
+144,Fordham (14-15),-0.3,139,348,144
+145,Buffalo (19-9),-0.3,1,147,145
+146,E Tenn St (15-16),-0.3,26,163,146
+147,Northeastrn (8-21),-0.4,17,149,147
+148,Wofford (18-12),-0.5,140,317,148
+149,Yale (16-11),-0.5,63,301,149
+150,Middle Tenn (22-8),-0.6,150,354,153
+151,Drexel (15-13),-0.6,134,350,155
+152,Indiana St (11-20),-0.6,89,232,152
+153,San Jose St (8-21),-0.6,110,349,154
+154,Valparaiso (14-17),-0.7,108,240,150
+155,Illinois St (13-19),-0.7,152,306,156
+156,Air Force (11-17),-0.8,113,338,157
+157,Lg Beach St (17-11),-0.8,95,304,151
+158,Elon (10-21),-0.8,21,301,158
+159,Utah Val St (19-10),-0.8,44,265,167
+160,Marshall (11-19),-0.9,102,314,159
+161,Ohio (23-7),-0.9,25,161,160
+162,App State (18-13),-0.9,83,216,161
+163,TX-Arlington (11-18),-1,7,226,163
+164,St Peters (15-11),-1,7,229,162
+165,Vermont (25-5),-1.1,22,165,164
+166,Kent State (20-9),-1.1,10,208,165
+167,Mercer (15-16),-1.1,8,223,166
+168,NC-Grnsboro (17-13),-1.2,130,289,170
+169,Dartmouth (8-16),-1.3,55,274,171
+170,Evansville (6-24),-1.3,44,266,169
+171,TX El Paso (17-12),-1.3,168,341,168
+172,James Mad (15-14),-1.4,139,329,172
+173,Fla Atlantic (17-13),-1.4,133,337,173
+174,Grd Canyon (21-7),-1.4,138,325,175
+175,Portland (17-13),-1.5,47,335,176
+176,Oakland (20-12),-1.5,2,238,178
+177,Delaware (19-12),-1.6,53,257,174
+178,Sam Hous St (18-13),-1.6,108,330,177
+179,Brown (13-15),-1.7,144,340,179
+180,Georgia St (15-10),-1.8,91,295,180
+181,Canisius (10-20),-1.9,28,260,181
+182,VA Military (16-14),-1.9,177,353,182
+183,Ste F Austin (21-8),-2,156,348,185
+184,Niagara (13-15),-2,1,244,184
+185,Detroit (14-15),-2.1,4,230,188
+186,Pacific (8-22),-2.1,124,344,186
+187,Colgate (21-11),-2.1,41,187,183
+188,N Florida (11-20),-2.1,12,293,187
+189,UC Riverside (16-10),-2.1,16,199,197
+190,Rice (15-14),-2.1,79,272,193
+191,W Carolina (11-20),-2.2,110,320,189
+192,Morehead St (22-10),-2.2,5,223,191
+193,Siena (15-12),-2.2,11,258,192
+194,Cornell (14-10),-2.3,177,289,194
+195,LA Lafayette (14-14),-2.3,158,345,195
+196,Princeton (21-5),-2.3,85,304,196
+197,N Illinois (8-21),-2.3,33,335,200
+198,Central Mich (7-21),-2.4,54,269,199
+199,Akron (20-9),-2.4,9,247,201
+200,Bellarmine (18-13),-2.5,1,226,203
+201,S Alabama (19-11),-2.5,45,339,190
+202,CS Fullerton (17-10),-2.6,95,247,202
+203,Liberty (22-10),-2.6,62,349,198
+204,Oral Roberts (18-11),-2.6,35,332,204
+205,NC-Wilmgton (21-8),-2.7,133,340,209
+206,Texas State (21-6),-2.7,78,275,210
+207,Marist (14-14),-2.7,143,265,206
+208,Jksnville St (21-9),-2.7,30,209,205
+209,Coastal Car (16-13),-2.8,159,358,207
+210,Troy (19-10),-2.8,198,355,211
+211,Samford (20-10),-2.8,211,357,213
+212,Hawaii (15-10),-2.9,148,335,228
+213,Weber State (20-10),-2.9,111,348,216
+214,Tarleton State (14-16),-2.9,13,220,218
+215,Seattle (22-8),-2.9,128,337,217
+216,Abl Christian (19-9),-3,20,244,214
+217,GA Southern (13-15),-3,175,310,226
+218,Navy (20-10),-3,7,228,208
+219,S Utah (19-10),-3,122,306,215
+220,N Colorado (18-13),-3.1,116,260,232
+221,Wm & Mary (5-26),-3.1,82,317,220
+222,Rider (11-18),-3.1,102,318,227
+223,E Washingtn (16-14),-3.1,41,245,212
+224,Winthrop (21-8),-3.2,96,331,223
+225,S Mississippi (6-24),-3.2,194,327,225
+226,UCSB (16-10),-3.2,52,346,221
+227,Fairfield (14-16),-3.2,23,252,219
+228,Wright State (19-13),-3.3,70,298,233
+229,Miami (OH) (13-17),-3.3,46,293,231
+230,Cal Poly (6-20),-3.3,230,349,239
+231,Ball State (13-16),-3.3,131,265,230
+232,Kennesaw St (13-18),-3.3,56,294,237
+233,E Michigan (10-20),-3.3,32,323,234
+234,N Dakota St (21-9),-3.3,122,307,229
+235,Manhattan (15-14),-3.4,234,352,240
+236,Montana St (23-7),-3.4,36,268,222
+237,CS Bakersfld (7-17),-3.4,1,331,224
+238,Arkansas St (18-10),-3.5,177,350,235
+239,Harvard (13-12),-3.5,176,335,236
+240,Albany (13-17),-3.6,117,242,242
+241,Stony Brook (18-13),-3.7,4,244,243
+242,TX Southern (14-12),-3.7,4,243,241
+243,AR Lit Rock (9-18),-3.7,156,344,259
+244,Citadel (12-17),-3.8,100,345,244
+245,TN Tech (11-21),-3.8,2,299,250
+246,Florida Intl (15-15),-3.8,94,335,246
+247,Bowling Grn (13-17),-3.8,132,301,249
+248,Wagner (20-5),-3.8,31,258,248
+249,Central Ark (11-20),-3.9,16,330,258
+250,Cal St Nrdge (7-21),-3.9,4,317,253
+251,LA Monroe (13-18),-3.9,1,295,255
+252,Fla Gulf Cst (21-11),-3.9,66,340,254
+253,Hartford (11-19),-3.9,107,253,245
+254,N Kentucky (19-11),-4,162,336,257
+255,Quinnipiac (12-15),-4,19,342,269
+256,UC San Diego (13-15),-4,105,322,260
+257,Cleveland St (20-9),-4,18,285,251
+258,Maryland BC (16-13),-4,65,291,256
+259,TX-Pan Am (8-21),-4.1,235,353,261
+260,Gard-Webb (17-12),-4.2,14,275,262
+261,Coppin State (7-22),-4.2,43,318,247
+262,Lipscomb (14-19),-4.2,224,323,279
+263,UMKC (19-11),-4.2,21,312,264
+264,IL-Chicago (14-16),-4.2,67,275,272
+265,Alcorn State (14-15),-4.2,28,332,238
+266,Bryant (20-9),-4.3,98,313,266
+267,Rob Morris (8-24),-4.3,7,297,277
+268,Austin Peay (12-17),-4.3,169,318,265
+269,LIU (16-13),-4.3,21,269,267
+270,W Michigan (8-22),-4.3,6,355,268
+271,Portland St (12-15),-4.4,56,305,271
+272,South Dakota (18-11),-4.4,106,312,274
+273,Jackson St (10-18),-4.4,6,273,252
+274,Jacksonville (20-9),-4.5,231,354,263
+275,Chicago St (7-23),-4.5,275,357,275
+276,Cal Baptist (16-14),-4.5,191,357,281
+277,Montana (18-12),-4.5,149,334,273
+278,Radford (11-18),-4.6,110,315,280
+279,Boston U (21-11),-4.6,73,279,276
+280,Bucknell (9-23),-4.6,27,290,285
+281,Idaho (8-21),-4.6,161,345,278
+282,N Hampshire (15-12),-4.7,111,350,282
+283,Southern (16-13),-4.7,25,294,270
+284,W Illinois (16-14),-4.7,77,336,284
+285,Dixie State (13-17),-4.7,22,343,291
+286,Mass Lowell (15-15),-4.7,133,350,289
+287,Mt St Marys (14-15),-4.8,4,287,283
+288,Idaho State (7-22),-4.9,225,336,290
+289,Prairie View (8-17),-4.9,2,289,287
+290,SE Missouri (14-17),-4.9,74,349,293
+291,UC Davis (12-9),-4.9,65,317,303
+292,Presbyterian (12-20),-4.9,70,327,288
+293,American (10-22),-4.9,177,308,297
+294,IPFW (21-10),-5,204,356,286
+295,WI-Grn Bay (5-25),-5,101,325,292
+296,High Point (14-17),-5,213,356,294
+297,Stetson (11-19),-5.1,221,319,295
+298,E Kentucky (13-18),-5.1,183,344,298
+299,Merrimack (14-16),-5.1,177,334,296
+300,F Dickinson (4-22),-5.1,1,321,299
+301,Central Conn (8-24),-5.2,39,344,300
+302,TX-San Ant (9-21),-5.2,203,357,311
+303,SC Upstate (13-15),-5.2,77,343,301
+304,Binghamton (11-16),-5.2,203,335,302
+305,Columbia (4-21),-5.3,172,351,304
+306,TN Martin (8-22),-5.3,24,353,306
+307,NC A&T (12-19),-5.3,89,308,305
+308,N Arizona (9-21),-5.3,22,340,313
+309,Lamar (2-26),-5.4,240,346,308
+310,WI-Milwkee (10-22),-5.4,143,310,307
+311,NC-Asheville (16-14),-5.4,41,311,309
+312,Neb Omaha (5-24),-5.5,285,347,310
+313,Sac State (9-17),-5.5,272,349,320
+314,Campbell (16-12),-5.5,135,341,312
+315,SIU Edward (11-21),-5.6,74,351,314
+316,Loyola-MD (14-16),-5.6,23,337,319
+317,St Fran (PA) (9-21),-5.7,145,334,315
+318,NJIT (11-17),-5.8,138,334,317
+319,Lafayette (10-20),-5.8,51,319,318
+320,Army (15-16),-5.9,233,344,316
+321,Sacred Hrt (10-20),-5.9,90,326,321
+322,Youngs St (18-14),-6,21,332,325
+323,Longwood (23-6),-6,20,329,323
+324,N Alabama (9-21),-6,34,354,326
+325,Denver (11-20),-6,322,357,324
+326,Lehigh (13-18),-6,56,330,322
+327,Nicholls St (20-10),-6.1,82,332,328
+328,St Fran (NY) (10-20),-6.2,26,340,329
+329,TN State (14-17),-6.2,243,356,327
+330,St. Thomas (MN) (10-20),-6.3,291,351,330
+331,Hampton (9-19),-6.4,311,358,331
+332,North Dakota (6-25),-6.8,222,347,333
+333,Grambling St (11-18),-6.8,41,337,332
+334,Florida A&M (12-16),-7.1,57,345,334
+335,Norfolk St (21-6),-7.1,305,354,336
+336,Holy Cross (9-22),-7.1,276,354,335
+337,SE Louisiana (17-13),-7.2,106,352,337
+338,Howard (16-12),-7.2,257,356,340
+339,Alabama St (8-21),-7.3,31,354,344
+340,Beth-Cook (9-20),-7.3,111,346,338
+341,McNeese St (10-20),-7.3,32,341,341
+342,NW State (9-21),-7.3,29,346,342
+343,Maine (6-23),-7.5,30,357,346
+344,Charl South (6-24),-7.5,300,357,345
+345,NC Central (15-14),-7.6,2,345,339
+346,E Illinois (4-26),-7.7,19,356,347
+347,New Orleans (17-11),-7.9,33,348,348
+348,Maryland ES (11-14),-8.1,136,356,343
+349,Alab A&M (11-16),-8.1,154,349,349
+350,Morgan St (12-13),-8.6,239,354,350
+351,Miss Val St (2-25),-8.9,191,358,354
+352,TX A&M-CC (19-11),-9.1,331,357,351
+353,Incar Word (7-23),-9.1,142,355,352
+354,IUPUI (3-26),-9.2,69,356,353
+355,S Car State (15-15),-9.2,148,356,355
+356,Ark Pine Bl (7-23),-9.6,31,356,356
+357,Houston Bap (9-17),-10.2,49,357,357
+358,Delaware St (2-25),-11.1,350,358,358

scripts/schedule_strength_scrape.R

@@ -0,0 +1,15 @@
+# scrape strength of schedule atat
+
+library(tidyverse)
+library(rvest)
+
+url <- "https://www.teamrankings.com/ncaa-basketball/ranking/schedule-strength-by-other"
+
+page <- read_html(url)
+
+strength_schedule <- page %>% 
+  html_element("table") %>% 
+  html_table() %>% 
+  rename("strength" = "Rating")
+
+write_csv(strength_schedule, "schedule_strength.csv")