Fixing to get latest data

erikhall6373 · Sep 4, 2024 · d5c1439 · d5c1439
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diff --git a/Data/Weekly_Data.csv b/Data/Weekly_Data.csv
@@ -1,111 +1,4 @@
 Player,School,Passing_Rate,Passing_TD,Rushing_TD,Power5,CPI
-<<<<<<< Updated upstream
-Jayden Daniels,LSU,208.0,40,10,1,10.366855629529665
-Jason Bean,Kansas,175.0,18,3,1,5.876895066699346
-Jalen Milroe,Alabama,172.2,23,12,1,17.289403204983948
-Kaidon Salter,Liberty,176.6,32,12,0,9.994191866699687
-Bo Nix,Oregon,188.3,45,6,1,11.720207865662873
-Carson Beck,Georgia,167.9,24,4,1,18.712372015067803
-Dillon Gabriel,Oklahoma,172.0,30,12,1,9.176017341787714
-Caleb Williams,USC,170.1,30,11,1,4.615088406650977
-Jaxson Dart,Ole Miss,162.4,23,8,1,13.618664478875845
-Preston Stone,SMU,161.3,28,4,0,5.84214389996511
-Kyle McCord,Ohio State,161.6,24,0,1,14.425251856848131
-Brady Cook,Missouri,157.2,21,8,1,14.537935187839166
-J.J. McCarthy,Michigan,167.4,22,3,1,22.809715861921212
-Jordan McCloud,James Madison,165.9,35,8,0,9.52021697521469
-Sam Hartman,Notre Dame,159.5,24,3,1,8.410115867730319
-Jaylen Raynor,Arkansas State,148.2,17,5,0,1.2633107441783211
-John Rhys Plumlee,UCF,150.5,15,5,1,1.5867570994933875
-Michael Penix Jr.,Washington,157.1,36,3,1,18.991581251208515
-Quinn Ewers,Texas,158.6,22,5,1,15.17609549606366
-Jayden Maiava,UNLV,147.1,17,3,0,4.0994034444423395
-Garrett Greene,West Virginia,142.2,16,13,1,4.866312050505482
-Noah Fifita,Arizona,165.9,25,0,1,7.651125083146154
-Drake Maye,North Carolina,149.0,24,9,1,3.7405742702252773
-Rocco Becht,Iowa State,150.7,23,3,1,3.412224845890198
-Jordan Travis,Florida State,154.5,20,7,1,15.084730743979957
-Michael Pratt,Tulane,158.9,22,5,0,7.1783601432621
-DeQuan Finn,Toledo,151.0,22,7,0,5.730027142387663
-D.J. Uiagalelei,Oregon State,145.0,21,6,1,4.797539737626404
-TJ Finley,Texas State,152.4,24,5,0,2.6586504692963713
-Taylen Green,Boise State,135.1,11,9,0,3.5869450546146266
-Seth Henigan,Memphis,153.7,32,5,0,6.826599127360387
-Joey Aguilar,Appalachian State,151.6,33,3,0,4.40800378322824
-Jacob Zeno,UAB,155.6,20,4,0,0.4982213068713721
-Carter Bradley,South Alabama,151.3,19,1,0,2.2580371362218874
-Gunnar Watson,Troy,146.9,27,1,0,7.826732613942279
-Jack Plummer,Louisville,144.4,21,1,1,6.239373009808751
-Diego Pavia,New Mexico State,147.1,26,7,0,2.836980525219623
-Graham Mertz,Florida,157.8,20,4,1,1.3236354908157744
-Tyler Van Dyke,Miami (FL),145.6,19,1,1,2.9374986899880415
-Chandler Rogers,North Texas,150.1,29,4,0,0.8700357040705953
-Spencer Rattler,South Carolina,147.7,19,4,1,1.567319867462205
-Joe Milton,Tennessee,147.3,20,7,1,6.924015154804859
-Garrett Shrader,Syracuse,143.2,13,8,1,1.4671235873131612
-Cameron Ward,Washington State,145.4,25,8,1,1.08002285335208
-Taulia Tagovailoa,Maryland,145.1,25,5,1,3.8337523394431012
-Byrum Brown,South Florida,144.3,26,11,0,2.198026762398749
-Haynes King,Georgia Tech,142.2,27,10,1,2.9778369104723215
-Chevan Cordeiro,San Jose State,142.0,20,3,0,2.5259330389767
-Hank Bachmeier,Louisiana Tech,140.5,10,2,0,0.18326839491414107
-Shedeur Sanders,Colorado,151.7,27,4,1,0.5565154433563065
-Frank Harris,UTSA,140.4,18,4,0,3.8674798266685246
-Andrew Peasley,Wyoming,146.3,20,7,0,5.9667700966950505
-Mitch Griffis,Wake Forest,130.5,9,2,1,0.6365121446101879
-Brayden Fowler-Nicolosi,Colorado State,132.6,22,1,0,0.7147765799018316
-Devin Leary,Kentucky,134.3,25,1,1,2.890390894445097
-Will Howard,Kansas State,140.1,24,9,1,7.096138349512218
-Josh Hoover,TCU,134.8,15,2,1,1.3207194466795082
-Dylan Hopkins,New Mexico,123.9,11,1,0,0.47160619567026185
-Darren Grainger,Georgia State,144.2,20,10,0,2.5210079698675134
-Keyone Jenkins,Florida International,123.8,11,6,0,0.3410787998829191
-Kyron Drones,Virginia Tech,137.3,17,5,1,2.5086646114894773
-Nicholas Vattiato,Middle Tennessee State,139.2,23,2,0,0.5434229990149028
-Kurtis Rourke,Ohio,132.5,11,4,0,3.9398066881460228
-Austin Reed,Western Kentucky,138.3,31,4,0,3.621249122134567
-Mikey Keene,Fresno State,140.3,24,1,0,3.4361849222095247
-Donovan Smith,Houston,135.5,22,6,1,0.550157352780512
-K.J. Jefferson,Arkansas,139.8,19,2,1,0.6321516911199437
-Rocky Lombardi,Northern Illinois,123.0,11,7,0,1.5117196931843082
-Cam Fancher,Marshall,128.8,11,4,0,1.7455596213084952
-Connor Bazelak,Bowling Green State,128.1,12,2,0,2.607189744091304
-Luke Altmyer,Illinois,131.9,13,3,1,1.187424951149368
-Alan Bowman,Oklahoma State,123.0,15,2,1,6.888918542285118
-E.J. Warner,Temple,127.3,23,0,0,0.17452898041140563
-Ashton Daniels,Stanford,123.1,11,3,1,0.3273583693370905
-Emory Jones,Cincinnati,131.3,18,4,1,0.2294779129600558
-Grant Wilson,Old Dominion,127.8,17,4,0,1.5020475127879858
-Davis Brin,Georgia Southern,130.6,24,1,0,1.2488562600912383
-Drew Allar,Penn State,136.9,25,4,1,10.928999023238015
-Thomas Castellanos,Boston College,121.0,15,13,1,2.537310440575589
-Brennan Armstrong,North Carolina State,126.8,11,7,1,5.863543021399888
-Brayden Schager,Hawaii,130.9,26,2,0,0.7736969224426569
-Brendan Sorsby,Indiana,129.9,15,4,1,0.24970215625207043
-Tanner Mordecai,Wisconsin,127.1,9,4,1,2.2740066812177426
-Jase Bauer,Central Michigan,120.1,12,10,0,0.8550394888435654
-Payton Thorne,Auburn,129.1,16,3,1,1.9133410807364093
-Taisun Phommachanh,Massachusetts,120.4,6,2,0,0.24680809601070972
-Hudson Card,Purdue,123.0,15,5,1,0.6897337403828949
-Jalen Mayden,San Diego State,122.5,10,5,0,0.49504636621511416
-Bryson Barnes,Utah,120.5,12,3,1,4.543543890461846
-Billy Wiles,Southern Mississippi,115.4,11,1,0,0.26036280793545585
-Cade Klubnik,Clemson,126.3,19,4,1,6.253112125056837
-Athan Kaliakmanis,Minnesota,115.2,14,2,1,1.786242925913887
-Daniel Richardson,Florida Atlantic,123.9,13,0,0,0.42871330780776784
-Jeff Undercuffler,Akron,111.1,4,1,0,0.038661227093447735
-Trexler Ivey,Charlotte,104.1,4,3,0,0.17562692278734
-Ta'Quan Roberson,Connecticut,118.0,12,2,0,0.2080382436260623
-Jiya Wright,Louisiana-Monroe,112.1,10,2,0,0.06873085042996767
-Austin Smith,Eastern Michigan,112.7,9,2,0,0.8243537825285366
-Behren Morton,Texas Tech,123.9,15,4,1,3.1061623986950173
-Gavin Wimsatt,Rutgers,102.9,9,11,1,3.05209585241222
-Katin Houser,Michigan State,113.5,6,2,1,0.8891105990756197
-Cole Snyder,Buffalo,108.9,13,1,0,0.20703490230947783
-Brendon Lewis,Nevada,100.0,2,4,0,0.06607472943836935
-Alex Flinn,East Carolina,98.5,6,0,0,0.07417301359925038
-Deacon Hill,Iowa,87.4,5,2,1,6.682045091050634
-=======
 D.J. Uiagalelei,Florida State,116.5,1.0,0.0,1,0.0
 Shedeur Sanders,Colorado,219.4,4.0,0.0,1,25.0
 Devon Dampier,New Mexico,128.7,4.0,3.0,0,0.0
@@ -221,5 +114,4 @@ Max Johnson,North Carolina,84.0,0.0,1.0,1,25.0
 Brayden Fowler-Nicolosi,Colorado State,72.0,0.0,0.0,0,0.0
 Ben Finley,Akron,74.7,0.0,0.0,0,0.0
 Evan Svoboda,Wyoming,36.9,0.0,0.0,0,0.0
-Parker Awad,New Mexico State,35.9,0.0,0.0,0,25.0
->>>>>>> Stashed changes
+Parker Awad,New Mexico State,33.9,0.0,0.0,0,25.0
diff --git a/Shiny_App/Weekly_Data.csv b/Shiny_App/Weekly_Data.csv
@@ -1,111 +1,4 @@
 Player,School,Passing_Rate,Passing_TD,Rushing_TD,Power5,CPI
-<<<<<<< Updated upstream
-Jayden Daniels,LSU,208.0,40,10,1,10.366855629529665
-Jason Bean,Kansas,175.0,18,3,1,5.876895066699346
-Jalen Milroe,Alabama,172.2,23,12,1,17.289403204983948
-Kaidon Salter,Liberty,176.6,32,12,0,9.994191866699687
-Bo Nix,Oregon,188.3,45,6,1,11.720207865662873
-Carson Beck,Georgia,167.9,24,4,1,18.712372015067803
-Dillon Gabriel,Oklahoma,172.0,30,12,1,9.176017341787714
-Caleb Williams,USC,170.1,30,11,1,4.615088406650977
-Jaxson Dart,Ole Miss,162.4,23,8,1,13.618664478875845
-Preston Stone,SMU,161.3,28,4,0,5.84214389996511
-Kyle McCord,Ohio State,161.6,24,0,1,14.425251856848131
-Brady Cook,Missouri,157.2,21,8,1,14.537935187839166
-J.J. McCarthy,Michigan,167.4,22,3,1,22.809715861921212
-Jordan McCloud,James Madison,165.9,35,8,0,9.52021697521469
-Sam Hartman,Notre Dame,159.5,24,3,1,8.410115867730319
-Jaylen Raynor,Arkansas State,148.2,17,5,0,1.2633107441783211
-John Rhys Plumlee,UCF,150.5,15,5,1,1.5867570994933875
-Michael Penix Jr.,Washington,157.1,36,3,1,18.991581251208515
-Quinn Ewers,Texas,158.6,22,5,1,15.17609549606366
-Jayden Maiava,UNLV,147.1,17,3,0,4.0994034444423395
-Garrett Greene,West Virginia,142.2,16,13,1,4.866312050505482
-Noah Fifita,Arizona,165.9,25,0,1,7.651125083146154
-Drake Maye,North Carolina,149.0,24,9,1,3.7405742702252773
-Rocco Becht,Iowa State,150.7,23,3,1,3.412224845890198
-Jordan Travis,Florida State,154.5,20,7,1,15.084730743979957
-Michael Pratt,Tulane,158.9,22,5,0,7.1783601432621
-DeQuan Finn,Toledo,151.0,22,7,0,5.730027142387663
-D.J. Uiagalelei,Oregon State,145.0,21,6,1,4.797539737626404
-TJ Finley,Texas State,152.4,24,5,0,2.6586504692963713
-Taylen Green,Boise State,135.1,11,9,0,3.5869450546146266
-Seth Henigan,Memphis,153.7,32,5,0,6.826599127360387
-Joey Aguilar,Appalachian State,151.6,33,3,0,4.40800378322824
-Jacob Zeno,UAB,155.6,20,4,0,0.4982213068713721
-Carter Bradley,South Alabama,151.3,19,1,0,2.2580371362218874
-Gunnar Watson,Troy,146.9,27,1,0,7.826732613942279
-Jack Plummer,Louisville,144.4,21,1,1,6.239373009808751
-Diego Pavia,New Mexico State,147.1,26,7,0,2.836980525219623
-Graham Mertz,Florida,157.8,20,4,1,1.3236354908157744
-Tyler Van Dyke,Miami (FL),145.6,19,1,1,2.9374986899880415
-Chandler Rogers,North Texas,150.1,29,4,0,0.8700357040705953
-Spencer Rattler,South Carolina,147.7,19,4,1,1.567319867462205
-Joe Milton,Tennessee,147.3,20,7,1,6.924015154804859
-Garrett Shrader,Syracuse,143.2,13,8,1,1.4671235873131612
-Cameron Ward,Washington State,145.4,25,8,1,1.08002285335208
-Taulia Tagovailoa,Maryland,145.1,25,5,1,3.8337523394431012
-Byrum Brown,South Florida,144.3,26,11,0,2.198026762398749
-Haynes King,Georgia Tech,142.2,27,10,1,2.9778369104723215
-Chevan Cordeiro,San Jose State,142.0,20,3,0,2.5259330389767
-Hank Bachmeier,Louisiana Tech,140.5,10,2,0,0.18326839491414107
-Shedeur Sanders,Colorado,151.7,27,4,1,0.5565154433563065
-Frank Harris,UTSA,140.4,18,4,0,3.8674798266685246
-Andrew Peasley,Wyoming,146.3,20,7,0,5.9667700966950505
-Mitch Griffis,Wake Forest,130.5,9,2,1,0.6365121446101879
-Brayden Fowler-Nicolosi,Colorado State,132.6,22,1,0,0.7147765799018316
-Devin Leary,Kentucky,134.3,25,1,1,2.890390894445097
-Will Howard,Kansas State,140.1,24,9,1,7.096138349512218
-Josh Hoover,TCU,134.8,15,2,1,1.3207194466795082
-Dylan Hopkins,New Mexico,123.9,11,1,0,0.47160619567026185
-Darren Grainger,Georgia State,144.2,20,10,0,2.5210079698675134
-Keyone Jenkins,Florida International,123.8,11,6,0,0.3410787998829191
-Kyron Drones,Virginia Tech,137.3,17,5,1,2.5086646114894773
-Nicholas Vattiato,Middle Tennessee State,139.2,23,2,0,0.5434229990149028
-Kurtis Rourke,Ohio,132.5,11,4,0,3.9398066881460228
-Austin Reed,Western Kentucky,138.3,31,4,0,3.621249122134567
-Mikey Keene,Fresno State,140.3,24,1,0,3.4361849222095247
-Donovan Smith,Houston,135.5,22,6,1,0.550157352780512
-K.J. Jefferson,Arkansas,139.8,19,2,1,0.6321516911199437
-Rocky Lombardi,Northern Illinois,123.0,11,7,0,1.5117196931843082
-Cam Fancher,Marshall,128.8,11,4,0,1.7455596213084952
-Connor Bazelak,Bowling Green State,128.1,12,2,0,2.607189744091304
-Luke Altmyer,Illinois,131.9,13,3,1,1.187424951149368
-Alan Bowman,Oklahoma State,123.0,15,2,1,6.888918542285118
-E.J. Warner,Temple,127.3,23,0,0,0.17452898041140563
-Ashton Daniels,Stanford,123.1,11,3,1,0.3273583693370905
-Emory Jones,Cincinnati,131.3,18,4,1,0.2294779129600558
-Grant Wilson,Old Dominion,127.8,17,4,0,1.5020475127879858
-Davis Brin,Georgia Southern,130.6,24,1,0,1.2488562600912383
-Drew Allar,Penn State,136.9,25,4,1,10.928999023238015
-Thomas Castellanos,Boston College,121.0,15,13,1,2.537310440575589
-Brennan Armstrong,North Carolina State,126.8,11,7,1,5.863543021399888
-Brayden Schager,Hawaii,130.9,26,2,0,0.7736969224426569
-Brendan Sorsby,Indiana,129.9,15,4,1,0.24970215625207043
-Tanner Mordecai,Wisconsin,127.1,9,4,1,2.2740066812177426
-Jase Bauer,Central Michigan,120.1,12,10,0,0.8550394888435654
-Payton Thorne,Auburn,129.1,16,3,1,1.9133410807364093
-Taisun Phommachanh,Massachusetts,120.4,6,2,0,0.24680809601070972
-Hudson Card,Purdue,123.0,15,5,1,0.6897337403828949
-Jalen Mayden,San Diego State,122.5,10,5,0,0.49504636621511416
-Bryson Barnes,Utah,120.5,12,3,1,4.543543890461846
-Billy Wiles,Southern Mississippi,115.4,11,1,0,0.26036280793545585
-Cade Klubnik,Clemson,126.3,19,4,1,6.253112125056837
-Athan Kaliakmanis,Minnesota,115.2,14,2,1,1.786242925913887
-Daniel Richardson,Florida Atlantic,123.9,13,0,0,0.42871330780776784
-Jeff Undercuffler,Akron,111.1,4,1,0,0.038661227093447735
-Trexler Ivey,Charlotte,104.1,4,3,0,0.17562692278734
-Ta'Quan Roberson,Connecticut,118.0,12,2,0,0.2080382436260623
-Jiya Wright,Louisiana-Monroe,112.1,10,2,0,0.06873085042996767
-Austin Smith,Eastern Michigan,112.7,9,2,0,0.8243537825285366
-Behren Morton,Texas Tech,123.9,15,4,1,3.1061623986950173
-Gavin Wimsatt,Rutgers,102.9,9,11,1,3.05209585241222
-Katin Houser,Michigan State,113.5,6,2,1,0.8891105990756197
-Cole Snyder,Buffalo,108.9,13,1,0,0.20703490230947783
-Brendon Lewis,Nevada,100.0,2,4,0,0.06607472943836935
-Alex Flinn,East Carolina,98.5,6,0,0,0.07417301359925038
-Deacon Hill,Iowa,87.4,5,2,1,6.682045091050634
-=======
 D.J. Uiagalelei,Florida State,116.5,1.0,0.0,1,0.0
 Shedeur Sanders,Colorado,219.4,4.0,0.0,1,25.0
 Devon Dampier,New Mexico,128.7,4.0,3.0,0,0.0
@@ -221,5 +114,4 @@ Max Johnson,North Carolina,84.0,0.0,1.0,1,25.0
 Brayden Fowler-Nicolosi,Colorado State,72.0,0.0,0.0,0,0.0
 Ben Finley,Akron,74.7,0.0,0.0,0,0.0
 Evan Svoboda,Wyoming,36.9,0.0,0.0,0,0.0
-Parker Awad,New Mexico State,35.9,0.0,0.0,0,25.0
->>>>>>> Stashed changes
+Parker Awad,New Mexico State,33.9,0.0,0.0,0,25.0
diff --git a/docs/app.json b/docs/app.json
diff --git a/heisman_project/heisman_model/Data_Wrangling/__pycache__/Quarterback_Stats.cpython-311.pyc b/heisman_project/heisman_model/Data_Wrangling/__pycache__/Quarterback_Stats.cpython-311.pyc