diff --git a/Data/Weekly_Data_Predict.csv b/Data/Weekly_Data_Predict.csv index 288d7c7..35f9167 100644 --- a/Data/Weekly_Data_Predict.csv +++ b/Data/Weekly_Data_Predict.csv @@ -1,110 +1,110 @@ -,Player,School,Passing_Rate,Passing_TD,Rushing_TD,Power5,CPI,Projected Voting Points -0,Jayden Daniels,LSU,197.7,22,4,1,10.0,701.19 -1,Michael Penix Jr.,Washington,189.9,20,0,1,22.7,936.53 -2,J.J. McCarthy,Michigan,195.9,14,3,1,21.27,957.63 -3,Jalen Milroe,Alabama,174.7,11,5,1,13.57,412.54 -4,Timmy Mcclain,UCF,177.7,9,1,1,1.68,-287.43 -5,Kaidon Salter,Liberty,175.6,14,6,0,12.21,-81.6 -6,Caleb Williams,USC,187.0,23,6,1,8.42,621.82 -7,Jaxson Dart,Ole Miss,167.8,12,4,1,17.7,486.47 -8,Diego Pavia,New Mexico State,167.0,14,2,0,0.75,-855.61 -9,Kyle McCord,Ohio State,165.9,11,0,1,26.14,626.34 -10,Dillon Gabriel,Oklahoma,178.2,16,5,1,27.72,1163.96 -11,Brady Cook,Missouri,168.7,14,4,1,16.73,495.64 -12,Tyler Van Dyke,Miami (FL),171.8,16,1,1,5.31,-56.06 -13,Cardell Williams,Tulsa,151.6,8,3,0,2.17,-1047.69 -14,Quinn Ewers,Texas,163.8,11,5,1,20.75,596.93 -15,Brett Gabbert,Miami (OH),162.9,14,2,0,3.92,-765.83 -16,Jordan McCloud,James Madison,168.1,14,2,0,19.98,-14.63 -17,Carson Beck,Georgia,163.8,12,3,1,15.49,299.67 -18,Jack Plummer,Louisville,153.2,13,1,1,12.01,-41.89 -19,Sam Hartman,Notre Dame,166.9,18,2,1,15.2,399.89 -20,Drake Maye,North Carolina,159.1,12,4,1,21.28,541.02 -21,JT Daniels,Rice,157.4,15,0,0,1.03,-1023.97 -22,Spencer Rattler,South Carolina,163.3,11,2,1,1.27,-384.0 -23,D.J. Uiagalelei,Oregon State,158.9,15,5,1,14.99,374.04 -24,Keyone Jenkins,Florida International,133.5,5,4,0,0.62,-1337.85 -25,Garrett Greene,West Virginia,143.7,6,5,1,5.76,-381.13 -26,Zeon Chriss,Louisiana,159.7,7,5,0,2.58,-867.02 -27,TJ Finley,Texas State,160.5,14,3,0,3.08,-784.36 -28,Bo Nix,Oregon,178.2,17,1,1,10.97,281.66 -29,Cooper Legas,Utah State,159.7,13,0,0,1.81,-1004.65 -30,Darren Grainger,Georgia State,154.4,8,5,0,9.7,-600.39 -31,Graham Mertz,Florida,163.7,12,2,1,5.0,-198.34 -32,Cameron Ward,Washington State,159.8,14,3,1,6.13,-108.51 -33,Gunnar Watson,Troy,144.8,11,0,0,9.01,-905.91 -34,Grayson McCall,Coastal Carolina,143.9,8,1,0,2.97,-1192.33 -35,Haynes King,Georgia Tech,155.4,16,2,1,2.67,-312.38 -36,Grant Wilson,Old Dominion,134.8,7,1,0,1.13,-1396.44 -37,Chandler Rogers,North Texas,155.8,12,3,0,0.95,-970.74 -38,Carter Bradley,South Alabama,149.2,11,1,0,2.04,-1110.66 -39,Jordan Travis,Florida State,154.1,13,4,1,23.0,578.05 -40,Jayden Maiava,UNLV,140.3,5,1,0,6.34,-1149.6 -41,Shedeur Sanders,Colorado,160.3,21,3,1,3.31,-81.36 -42,Dante Moore,UCLA,129.8,10,0,1,9.98,-504.0 -43,DeQuan Finn,Toledo,149.3,12,4,0,3.45,-891.83 -44,Seth Henigan,Memphis,144.7,13,3,0,5.45,-883.48 -45,Joey Aguilar,Appalachian State,144.5,14,1,0,1.93,-1107.89 -46,Brayden Fowler-Nicolosi,Colorado State,137.7,14,1,0,1.44,-1206.85 -47,Taulia Tagovailoa,Maryland,146.0,16,4,1,4.0,-271.94 -48,K.J. Jefferson,Arkansas,148.9,14,1,1,0.54,-564.85 -49,Garrett Shrader,Syracuse,135.5,8,6,1,3.59,-482.5 -50,Dylan Hopkins,New Mexico,130.4,7,1,0,0.3,-1482.56 -51,Ashton Daniels,Stanford,139.6,7,0,1,0.79,-849.07 -52,Chandler Morris,TCU,144.6,12,3,1,3.71,-427.72 -53,Noah Fifita,Arizona,156.7,8,0,1,3.47,-516.85 -54,Max Johnson,Texas A&M,133.5,7,1,1,3.31,-765.01 -55,Jacob Zeno,UAB,148.3,12,4,0,0.41,-1034.46 -56,Will Rogers,Mississippi State,138.7,10,0,1,1.6,-763.04 -57,Thomas Castellanos,Boston College,135.5,10,7,1,2.52,-442.41 -58,Preston Stone,SMU,137.6,14,1,0,3.48,-1119.99 -59,Mikey Keene,Fresno State,147.7,15,0,0,4.47,-986.98 -60,Byrum Brown,South Florida,133.9,12,7,0,1.48,-1017.07 -61,Chevan Cordeiro,San Jose State,130.4,8,3,0,0.44,-1365.3 -62,Donovan Smith,Houston,144.5,13,4,1,1.36,-464.37 -63,Phil Jurkovec,Pitt,124.6,6,1,1,0.55,-1006.36 -64,Brayden Schager,Hawaii,137.8,17,1,0,0.31,-1193.15 -65,Luke Altmyer,Illinois,127.7,8,3,1,1.82,-784.2 -66,Cam Fancher,Marshall,135.0,7,2,0,4.75,-1192.68 -67,Will Howard,Kansas State,130.6,9,6,1,7.38,-355.08 -68,Mitch Griffis,Wake Forest,129.8,9,0,1,1.44,-892.48 -69,Riley Leonard,Duke,129.8,3,4,1,16.53,-183.43 -70,Nicholas Vattiato,Middle Tennessee State,137.4,11,2,0,0.43,-1269.63 -71,Rocco Becht,Iowa State,134.4,12,2,1,5.31,-521.0 -72,Devin Leary,Kentucky,130.2,14,1,1,5.82,-551.77 -73,Emory Jones,Cincinnati,131.2,11,3,1,0.83,-725.79 -74,Tayven Jackson,Indiana,118.3,2,1,1,0.67,-1154.66 -75,Kedon Slovis,Brigham Young,128.1,10,3,1,2.72,-700.27 -76,Rocky Lombardi,Northern Illinois,123.4,6,2,0,1.19,-1499.25 -77,Kyron Drones,Virginia Tech,128.3,6,4,1,1.37,-792.17 -78,Taylen Green,Boise State,116.1,5,4,0,1.42,-1502.63 -79,Jack Turner,Louisiana Tech,121.1,5,2,0,0.39,-1580.77 -80,Jalen Mayden,San Diego State,125.1,6,3,0,1.55,-1419.07 -81,Joe Milton,Tennessee,133.6,10,3,1,10.95,-282.64 -82,Drew Allar,Penn State,145.3,12,3,1,24.81,489.34 -83,Kurtis Rourke,Ohio,131.7,8,2,0,3.42,-1267.48 -84,Ta'Quan Roberson,Connecticut,131.6,7,1,0,0.08,-1478.37 -85,Austin Reed,Western Kentucky,134.2,14,3,0,5.0,-1003.11 -86,Noah Kim,Michigan State,119.0,6,0,1,0.98,-1097.43 -87,Andrew Peasley,Wyoming,141.6,12,4,0,9.11,-736.54 -88,Michael Alaimo,Kent State,111.2,2,1,0,0.04,-1815.96 -89,Hudson Card,Purdue,121.1,7,3,1,0.6,-933.02 -90,Heinrich Haarberg,Nebraska,116.9,4,3,1,2.25,-971.4 -91,Davis Brin,Georgia Southern,130.3,12,1,0,3.15,-1258.93 -92,Cade Klubnik,Clemson,135.4,11,3,1,8.35,-353.72 -93,Gavin Wimsatt,Rutgers,114.2,7,4,1,6.41,-716.61 -94,E.J. Warner,Temple,121.3,12,0,0,0.21,-1534.05 -95,Jase Bauer,Central Michigan,112.2,4,7,0,2.1,-1402.47 -96,Payton Thorne,Auburn,118.6,4,2,1,2.15,-1001.28 -97,Billy Wiles,Southern Mississippi,112.7,7,1,0,0.09,-1694.62 -98,Tanner Mordecai,Wisconsin,118.8,3,4,1,6.39,-745.99 -99,Alan Bowman,Oklahoma State,112.6,4,1,1,6.27,-938.1 -100,Brennan Armstrong,North Carolina State,112.5,5,3,1,4.1,-921.77 -101,Daniel Richardson,Florida Atlantic,121.7,5,0,0,2.09,-1591.3 -102,Jiya Wright,Louisiana-Monroe,114.1,6,1,0,0.45,-1683.22 -103,Athan Kaliakmanis,Minnesota,110.8,6,2,1,3.6,-987.62 -104,Austin Smith,Eastern Michigan,114.5,6,1,0,1.17,-1647.69 -105,Ben Bryant,Northwestern,115.9,6,2,1,2.92,-958.42 -106,Brendon Lewis,Nevada,102.4,2,3,0,0.0,-1827.58 -107,Cole Snyder,Buffalo,116.7,11,1,0,0.36,-1555.56 -108,Alex Flinn,East Carolina,85.5,1,0,0,0.08,-2174.57 +Player,School,Passing_Rate,Passing_TD,Rushing_TD,Power5,CPI,Projected Voting Points +Jayden Daniels,LSU,197.7,22,4,1,10.0,701.19 +Michael Penix Jr.,Washington,189.9,20,0,1,22.7,936.53 +J.J. McCarthy,Michigan,195.9,14,3,1,21.27,957.63 +Jalen Milroe,Alabama,174.7,11,5,1,13.57,412.54 +Timmy Mcclain,UCF,177.7,9,1,1,1.68,-287.43 +Kaidon Salter,Liberty,175.6,14,6,0,12.21,-81.6 +Caleb Williams,USC,187.0,23,6,1,8.42,621.82 +Jaxson Dart,Ole Miss,167.8,12,4,1,17.7,486.47 +Diego Pavia,New Mexico State,167.0,14,2,0,0.75,-855.61 +Kyle McCord,Ohio State,165.9,11,0,1,26.14,626.34 +Dillon Gabriel,Oklahoma,178.2,16,5,1,27.72,1163.96 +Brady Cook,Missouri,168.7,14,4,1,16.73,495.64 +Tyler Van Dyke,Miami (FL),171.8,16,1,1,5.31,-56.06 +Cardell Williams,Tulsa,151.6,8,3,0,2.17,-1047.69 +Quinn Ewers,Texas,163.8,11,5,1,20.75,596.93 +Brett Gabbert,Miami (OH),162.9,14,2,0,3.92,-765.83 +Jordan McCloud,James Madison,168.1,14,2,0,19.98,-14.63 +Carson Beck,Georgia,163.8,12,3,1,15.49,299.67 +Jack Plummer,Louisville,153.2,13,1,1,12.01,-41.89 +Sam Hartman,Notre Dame,166.9,18,2,1,15.2,399.89 +Drake Maye,North Carolina,159.1,12,4,1,21.28,541.02 +JT Daniels,Rice,157.4,15,0,0,1.03,-1023.97 +Spencer Rattler,South Carolina,163.3,11,2,1,1.27,-384.0 +D.J. Uiagalelei,Oregon State,158.9,15,5,1,14.99,374.04 +Keyone Jenkins,Florida International,133.5,5,4,0,0.62,-1337.85 +Garrett Greene,West Virginia,143.7,6,5,1,5.76,-381.13 +Zeon Chriss,Louisiana,159.7,7,5,0,2.58,-867.02 +TJ Finley,Texas State,160.5,14,3,0,3.08,-784.36 +Bo Nix,Oregon,178.2,17,1,1,10.97,281.66 +Cooper Legas,Utah State,159.7,13,0,0,1.81,-1004.65 +Darren Grainger,Georgia State,154.4,8,5,0,9.7,-600.39 +Graham Mertz,Florida,163.7,12,2,1,5.0,-198.34 +Cameron Ward,Washington State,159.8,14,3,1,6.13,-108.51 +Gunnar Watson,Troy,144.8,11,0,0,9.01,-905.91 +Grayson McCall,Coastal Carolina,143.9,8,1,0,2.97,-1192.33 +Haynes King,Georgia Tech,155.4,16,2,1,2.67,-312.38 +Grant Wilson,Old Dominion,134.8,7,1,0,1.13,-1396.44 +Chandler Rogers,North Texas,155.8,12,3,0,0.95,-970.74 +Carter Bradley,South Alabama,149.2,11,1,0,2.04,-1110.66 +Jordan Travis,Florida State,154.1,13,4,1,23.0,578.05 +Jayden Maiava,UNLV,140.3,5,1,0,6.34,-1149.6 +Shedeur Sanders,Colorado,160.3,21,3,1,3.31,-81.36 +Dante Moore,UCLA,129.8,10,0,1,9.98,-504.0 +DeQuan Finn,Toledo,149.3,12,4,0,3.45,-891.83 +Seth Henigan,Memphis,144.7,13,3,0,5.45,-883.48 +Joey Aguilar,Appalachian State,144.5,14,1,0,1.93,-1107.89 +Brayden Fowler-Nicolosi,Colorado State,137.7,14,1,0,1.44,-1206.85 +Taulia Tagovailoa,Maryland,146.0,16,4,1,4.0,-271.94 +K.J. Jefferson,Arkansas,148.9,14,1,1,0.54,-564.85 +Garrett Shrader,Syracuse,135.5,8,6,1,3.59,-482.5 +Dylan Hopkins,New Mexico,130.4,7,1,0,0.3,-1482.56 +Ashton Daniels,Stanford,139.6,7,0,1,0.79,-849.07 +Chandler Morris,TCU,144.6,12,3,1,3.71,-427.72 +Noah Fifita,Arizona,156.7,8,0,1,3.47,-516.85 +Max Johnson,Texas A&M,133.5,7,1,1,3.31,-765.01 +Jacob Zeno,UAB,148.3,12,4,0,0.41,-1034.46 +Will Rogers,Mississippi State,138.7,10,0,1,1.6,-763.04 +Thomas Castellanos,Boston College,135.5,10,7,1,2.52,-442.41 +Preston Stone,SMU,137.6,14,1,0,3.48,-1119.99 +Mikey Keene,Fresno State,147.7,15,0,0,4.47,-986.98 +Byrum Brown,South Florida,133.9,12,7,0,1.48,-1017.07 +Chevan Cordeiro,San Jose State,130.4,8,3,0,0.44,-1365.3 +Donovan Smith,Houston,144.5,13,4,1,1.36,-464.37 +Phil Jurkovec,Pitt,124.6,6,1,1,0.55,-1006.36 +Brayden Schager,Hawaii,137.8,17,1,0,0.31,-1193.15 +Luke Altmyer,Illinois,127.7,8,3,1,1.82,-784.2 +Cam Fancher,Marshall,135.0,7,2,0,4.75,-1192.68 +Will Howard,Kansas State,130.6,9,6,1,7.38,-355.08 +Mitch Griffis,Wake Forest,129.8,9,0,1,1.44,-892.48 +Riley Leonard,Duke,129.8,3,4,1,16.53,-183.43 +Nicholas Vattiato,Middle Tennessee State,137.4,11,2,0,0.43,-1269.63 +Rocco Becht,Iowa State,134.4,12,2,1,5.31,-521.0 +Devin Leary,Kentucky,130.2,14,1,1,5.82,-551.77 +Emory Jones,Cincinnati,131.2,11,3,1,0.83,-725.79 +Tayven Jackson,Indiana,118.3,2,1,1,0.67,-1154.66 +Kedon Slovis,Brigham Young,128.1,10,3,1,2.72,-700.27 +Rocky Lombardi,Northern Illinois,123.4,6,2,0,1.19,-1499.25 +Kyron Drones,Virginia Tech,128.3,6,4,1,1.37,-792.17 +Taylen Green,Boise State,116.1,5,4,0,1.42,-1502.63 +Jack Turner,Louisiana Tech,121.1,5,2,0,0.39,-1580.77 +Jalen Mayden,San Diego State,125.1,6,3,0,1.55,-1419.07 +Joe Milton,Tennessee,133.6,10,3,1,10.95,-282.64 +Drew Allar,Penn State,145.3,12,3,1,24.81,489.34 +Kurtis Rourke,Ohio,131.7,8,2,0,3.42,-1267.48 +Ta'Quan Roberson,Connecticut,131.6,7,1,0,0.08,-1478.37 +Austin Reed,Western Kentucky,134.2,14,3,0,5.0,-1003.11 +Noah Kim,Michigan State,119.0,6,0,1,0.98,-1097.43 +Andrew Peasley,Wyoming,141.6,12,4,0,9.11,-736.54 +Michael Alaimo,Kent State,111.2,2,1,0,0.04,-1815.96 +Hudson Card,Purdue,121.1,7,3,1,0.6,-933.02 +Heinrich Haarberg,Nebraska,116.9,4,3,1,2.25,-971.4 +Davis Brin,Georgia Southern,130.3,12,1,0,3.15,-1258.93 +Cade Klubnik,Clemson,135.4,11,3,1,8.35,-353.72 +Gavin Wimsatt,Rutgers,114.2,7,4,1,6.41,-716.61 +E.J. Warner,Temple,121.3,12,0,0,0.21,-1534.05 +Jase Bauer,Central Michigan,112.2,4,7,0,2.1,-1402.47 +Payton Thorne,Auburn,118.6,4,2,1,2.15,-1001.28 +Billy Wiles,Southern Mississippi,112.7,7,1,0,0.09,-1694.62 +Tanner Mordecai,Wisconsin,118.8,3,4,1,6.39,-745.99 +Alan Bowman,Oklahoma State,112.6,4,1,1,6.27,-938.1 +Brennan Armstrong,North Carolina State,112.5,5,3,1,4.1,-921.77 +Daniel Richardson,Florida Atlantic,121.7,5,0,0,2.09,-1591.3 +Jiya Wright,Louisiana-Monroe,114.1,6,1,0,0.45,-1683.22 +Athan Kaliakmanis,Minnesota,110.8,6,2,1,3.6,-987.62 +Austin Smith,Eastern Michigan,114.5,6,1,0,1.17,-1647.69 +Ben Bryant,Northwestern,115.9,6,2,1,2.92,-958.42 +Brendon Lewis,Nevada,102.4,2,3,0,0.0,-1827.58 +Cole Snyder,Buffalo,116.7,11,1,0,0.36,-1555.56 +Alex Flinn,East Carolina,85.5,1,0,0,0.08,-2174.57 diff --git a/heisman_project/Weekly_Data_Job/Quick_Job.py b/heisman_project/Weekly_Data_Job/Quick_Job.py index 623e704..698e4e0 100644 --- a/heisman_project/Weekly_Data_Job/Quick_Job.py +++ b/heisman_project/Weekly_Data_Job/Quick_Job.py @@ -20,4 +20,4 @@ current_df['CPI'] = current_df['CPI'].round(2) current_df['Projected Voting Points'] = current_df['Projected Voting Points'].round(2) -current_df.to_csv("") \ No newline at end of file +current_df.to_csv("", index = False) \ No newline at end of file