Offline, privacy-first grammar checker. Fast, open-source, Rust-powered

Front end boilerplate using Harp.js, Bootstrap & Less

No description available

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

Asset pipeline for the Harp Web Server.

Harper LS extension for the Zed editor

Prototype Motion controlled harp demo

HARP: Personalized Hand Reconstruction from a Monocular RGB Video

Baltimore Ravens,BAL QB,Ryan Mallett,28,2011,84,63,85,97,79,20,0.8,2 QB,Joe Flacco,31,2008,86,86,97,97,87,55,22.1,3 QB,Josh Johnson,30,2008,73,65,92,87,73,63,0.6,1 RB,Lorenzo Taliaferro,24,2014,77,57,91,89,86,65,0.6,4 RB,Terrance West,25,2014,82,68,91,66,87,78,0.6,1 RB,Trent Richardson,25,2012,101,74,95,80,87,62,0.7,1 RB,Justin Forsett,30,2008,61,83,88,63,86,93,3,3 RB,Javorius Allen,24,2015,78,52,89,82,88,67,0.7,4 RB,Kyle Juszczyk,25,2013,76,73,93,82,81,57,0.6,4 WR,Kaelin Clay,24,2015,73,57,81,73,91,87,0.5,1 WR,Steve Smith Sr,37,2001,74,96,88,90,83,87,3.5,3 WR,Michael Campanaro,25,2014,72,65,87,81,90,82,0.6,4 WR,Darren Waller,23,2015,73,47,91,76,90,53,0.6,4 WR,Breshad Perriman,22,2015,88,53,89,77,97,82,2.2,4 WR,Dennis Pitta,30,2010,78,81,68,88,80,54,6.4,5 WR,Maxx Williams,22,2015,88,51,87,83,80,68,1,4 WR,Benjamin Watson,35,2004,77,82,85,72,79,60,3.5,2 WR,Kamar Aiken,27,2011,61,73,92,79,88,75,2.6,1 WR,Mike Wallace,29,2009,77,84,92,88,92,86,5.8,2 OL,Ryan Jensen,25,2013,72,52,92,90,83,76,0.6,1 OL,Marshal Yanda,31,2007,75,90,93,94,99,90,8,4 OL,Vladimir Ducasse,28,2010,83,73,89,92,81,68,0.5,1 OL,Ronnie Stanley,22,2016,105,78,85,87,91,89,5.1,4 OL,James Hurst,24,2014,62,71,87,78,77,69,0.5,3 OL,Jeremy Zuttah,30,2008,76,83,93,86,92,73,4.1,3 OL,John Urschel,24,2014,72,75,95,87,77,84,0.6,4 OL,Eugene Monroe,29,2009,97,87,90,89,75,90,7.5,5 K,Sam Koch,33,2006,64,88,85,91,87,79,3.3,5 K,Justin Tucker,26,2012,60,85,95,98,95,74,4.6,1 S,Terrence Brooks,25,2014,82,52,83,76,91,79,0.7,4 S,Kendrick Lewis,30,2010,73,78,81,78,86,86,1.8,3 S,Matt Elam,24,2013,86,63,89,65,89,90,1.7,4 S,Eric Weddle,31,2007,80,92,95,91,93,77,6.5,4 CB,Jerraud Powers,28,2009,77,82,90,86,90,50,1.8,1 CB,Will Davis,26,2013,81,66,85,75,90,46,0.7,4 CB,Lardarius Webb,30,2009,77,83,88,80,91,60,5.4,3 CB,Jimmy Smith,27,2011,84,79,88,90,90,70,10.3,4 CB,Kyle Arrington,29,2008,57,82,88,84,88,47,2.3,3 CB,Jumal Rolle,26,2013,62,63,91,75,91,45,0.6,1 CB,Shareece Wright,29,2011,79,74,85,70,88,62,4.3,3 CB,Anthony Levine,29,2010,60,70,88,79,89,67,1.1,2 CB,Sheldon Price,25,2013,64,53,82,69,87,39,0.5,1 DL,Brent Urban,25,2014,77,50,74,79,76,86,0.6,4 DL,Carl Davis,24,2015,83,53,84,88,78,87,0.7,4 DL,Lawrence Guy,26,2011,64,72,92,84,82,78,1.2,2 DL,Kapron Lewis-Moore,26,2013,71,55,74,89,82,88,0.6,4 DL,Timmy Jernigan,23,2014,87,70,90,84,83,86,1.1,4 DL,CJ Mosley,24,2014,92,79,88,85,84,78,2.2,4 LB,Elvis Dumervil,32,2006,69,92,83,75,85,93,5.2,5 LB,Za'Darius Smith,23,2015,83,53,88,80,80,59,0.7,4 LB,Chris Carter,27,2011,74,69,85,76,59,72,1,1 LB,Arthur Brown,26,2013,86,62,92,87,63,72,0.9,4 LB,Terrell Suggs,33,2003,81,94,88,92,97,87,5.2,4 LB,Albert McClellan,30,2010,59,71,91,79,85,70,1.3,3 END_PLAYERS Cincinnati Bengals,CIN QB,Andy Dalton,28,2011,84,81,96,86,79,20,16,6 QB,AJ McCarron,25,2014,78,65,94,84,75,44,0.6,4 RB,Giovani Bernard,24,2013,86,77,84,56,87,87,5.2,3 RB,Jeremy Hill,23,2014,87,78,94,95,88,79,0.9,4 RB,Rex Burkhead,25,2013,71,68,87,59,80,76,0.6,4 RB,Cedric Peerman,29,2009,68,70,84,52,90,79,1.1,2 WR,AJ Green,27,2011,99,87,95,104,87,84,15,4 WR,Brandon Tate,28,2009,77,78,79,72,88,86,1,1 WR,James Wright,24,2014,67,64,92,77,90,76,0.6,4 WR,Brandon LaFell,29,2010,78,83,94,88,84,65,2.5,1 WR,Mario Alford,25,2015,68,52,91,76,97,85,0.6,4 WR,Tyler Eifert,25,2013,91,62,90,85,82,54,2.1,4 OL,Cedric Ogbuehi,24,2015,93,65,74,82,81,85,2.3,4 OL,Clint Boling,27,2011,79,83,97,82,90,80,5.2,5 OL,Andrew Whitworth,34,2006,79,96,90,94,89,98,9,1 OL,Eric Winston,32,2006,80,84,89,82,74,72,1.1,1 OL,Trey Hopkins,23,2014,63,54,91,87,82,74,0.5,2 OL,Russell Bodine,23,2014,82,75,93,97,82,74,0.7,4 OL,TJ Johnson,25,2013,67,65,92,86,76,75,0.6,1 OL,Jake Fisher,23,2015,88,60,83,77,75,87,1.1,4 OL,Kevin Zeitler,26,2012,85,83,79,91,92,85,1.9,4 K,Zach Hocker,24,2014,68,56,95,90,80,70,0.6,2 K,Mike Nugent,34,2005,78,77,90,91,83,62,1.8,2 K,Kevin Huber,30,2009,72,83,95,88,90,70,2.8,5 S,George Iloka,26,2012,75,78,95,93,88,84,6,5 S,Derron Smith,24,2015,73,55,81,81,90,75,0.6,4 S,Shawn Williams,25,2013,81,52,94,72,92,85,5,4 CB,William Jackson III,23,2016,95,65,85,81,90,70,2.4,4 CB,Josh Shaw,24,2015,83,42,78,79,92,50,0.7,4 CB,Dre Kirkpatrick,26,2012,90,70,85,87,91,73,2.2,4 CB,Adam Jones,32,2005,95,84,88,82,92,50,7.3,3 CB,Leon Hall,31,2007,65,90,87,87,92,62,9.8,4 CB,Darqueze Dennard,24,2014,92,61,87,75,90,65,2,4 CB,Chykie Brown,29,2011,75,72,83,76,90,45,0.8,1 CB,Chris Lewis-Harris,27,2012,61,67,92,77,87,55,0.6,2 DL,Marcus Hardison,24,2015,78,42,87,82,66,67,0.7,4 DL,Michael Bennett,24,2015,64,54,87,77,67,71,0.5,2 DL,Domata Peko,31,2006,74,87,92,87,69,72,4.5,2 DL,Pat Sims,30,2008,76,76,87,89,77,78,1.2,2 DL,Will Clarke,25,2014,82,54,87,76,78,76,0.7,4 DL,Carlos Dunlap,27,2010,83,81,86,79,67,72,7.9,5 DL,Michael Johnson,29,2009,82,79,88,73,64,69,5,4 DL,Geno Atkins,28,2010,78,87,85,99,93,82,10.7,5 DL,Brandon Thompson,26,2012,80,62,90,91,78,72,0.8,1 DL,Margus Hunt,28,2013,87,60,85,88,80,74,0.9,4 LB,Rey Maualuga,29,2009,82,88,89,87,75,84,5,3 LB,Vontaze Burfict,25,2012,60,78,96,90,82,86,4.8,4 LB,Jayson Dimanche,25,2013,62,65,91,74,62,64,0.7,2 LB,Vincent Rey,28,2010,59,75,93,87,59,78,3.5,3 LB,Karlos Dansby,34,2004,77,94,89,93,72,97,2,1 LB,Marquis Flowers,24,2014,72,62,91,69,57,65,0.6,4 END_PLAYERS Cleveland Browns,CLE QB,Austin Davis,27,2012,60,65,92,85,79,49,2,2 QB,Connor Shaw,24,2014,63,51,83,80,76,71,0.5,3 QB,Robert Griffin III,26,2012,100,68,77,92,70,74,7.5,2 QB,Josh McCown,36,2002,72,75,75,83,71,27,4.7,3 RB,Glenn Winston,27,2014,62,40,85,85,81,57,0.5,3 RB,Duke Johnson,22,2015,83,60,76,53,90,87,0.8,4 RB,Isaiah Crowell,23,2014,62,63,93,86,86,63,0.5,3 RB,Malcolm Johnson,23,2015,73,46,91,70,83,60,0.6,4 WR,Rannell Hall,24,2015,64,52,85,70,87,77,0.5,2 WR,Corey Coleman,21,2016,95,75,85,87,96,85,2.9,4 WR,Andrew Hawkins,30,2011,59,83,88,88,90,95,3.4,4 WR,Gary Barnidge,30,2008,71,76,76,93,81,25,4.1,3 WR,Taylor Gabriel,25,2014,62,74,87,82,92,87,0.5,3 WR,Marlon Moore,28,2010,58,71,92,76,86,71,1,3 WR,Terrelle Pryor,27,2011,81,51,90,70,89,82,1.7,1 OL,Cameron Erving,23,2015,93,58,93,84,82,85,2.4,4 OL,John Greco,31,2008,81,82,94,83,93,82,1.6,4 OL,Garth Gerhart,27,2012,63,66,81,85,77,74,0.5,1 OL,Austin Pasztor,25,2012,61,76,95,79,80,74,1.7,1 OL,Michael Bowie,24,2013,66,67,89,82,85,72,0.6,4 OL,Joe Thomas,31,2007,95,92,98,94,90,96,11.5,7 OL,Joel Bitonio,24,2014,87,72,92,83,93,91,1.4,4 OL,Alvin Bailey,24,2013,61,70,92,90,87,78,2,3 K,Patrick Murray,24,2014,63,64,90,92,85,70,0.5,1 K,Andy Lee,33,2004,62,82,85,94,93,63,3.4,6 S,Jordan Poyer,25,2013,71,50,92,76,92,50,0.6,4 S,Don Jones,26,2013,66,61,91,70,92,85,1.7,1 S,Sean Baker,27,2012,63,56,93,68,86,73,0.5,1 S,Rahim Moore,26,2011,84,82,95,89,89,81,1.9,1 S,Ibraheim Campbell,24,2015,83,50,82,62,89,79,0.7,4 CB,Justin Gilbert,24,2014,102,68,95,82,91,45,3.2,4 CB,Tramon Williams,33,2006,55,89,93,85,91,44,7,3 CB,Charles Gaines,23,2015,73,47,87,76,91,35,0.6,4 CB,Pierre Desir,25,2014,77,48,93,83,92,47,0.7,4 CB,Joe Haden,27,2010,98,86,95,89,90,72,13.5,5 CB,Jamar Taylor,25,2013,86,50,85,77,94,74,0.9,4 DL,Desmond Bryant,30,2009,57,79,85,85,78,83,6.8,5 DL,Danny Shelton,22,2015,93,65,90,93,80,88,2.9,4 DL,Xavier Cooper,24,2015,83,46,92,81,77,61,0.7,4 DL,John Hughes,28,2012,80,75,91,85,71,85,3.2,4 LB,Paul Kruger,30,2009,82,87,94,85,82,87,8.1,5 LB,Barkevious Mingo,25,2013,101,74,90,85,79,74,4.1,4 LB,Nate Orchard,23,2015,88,65,92,64,67,70,1.1,4 LB,Armonty Bryant,26,2013,71,54,95,76,70,60,0.6,4 LB,Cam Johnson,26,2012,67,55,76,78,84,51,0.6,2 LB,Justin Tuggle,26,2013,61,72,92,81,68,75,0.7,1 LB,Tank Carder,27,2012,75,66,84,83,64,66,1.3,2 LB,Jackson Jeffcoat,24,2014,62,44,80,68,84,66,0.5,3 LB,Demario Davis,27,2012,80,78,91,92,67,78,4,2 END_PLAYERS Pittsburgh Steelers,PIT QB,Bruce Gradkowski,33,2006,64,74,87,78,75,35,1,1 QB,Ben Roethlisberger,34,2004,82,95,90,104,100,77,21.9,4 QB,Landry Jones,27,2013,81,53,95,92,77,20,0.6,4 RB,David Johnson,28,2009,62,53,90,78,89,66,0.8,1 RB,Fitzgerald Toussaint,26,2014,62,85,85,50,85,80,0.6,1 RB,Le'Veon Bell,24,2013,86,79,94,94,98,105,1,4 RB,Daryl Richardson,26,2012,67,66,85,47,88,82,0.6,1 RB,DeAngelo Williams,33,2006,79,87,88,44,85,81,2,2 WR,Markus Wheaton,25,2013,81,75,93,79,89,83,0.7,4 WR,Ladarius Green,26,2012,80,69,83,81,89,70,5,4 WR,Darrius Heyward-Bey,29,2009,97,74,86,71,92,74,1.3,3 WR,Sammie Coates,23,2015,83,48,88,76,91,65,0.7,4 WR,Martavis Bryant,24,2014,82,70,93,87,101,98,0.7,4 WR,Antonio Brown,27,2010,68,96,94,109,100,106,8.4,5 OL,Chris Hubbard,25,2013,62,61,91,77,73,81,0.6,1 OL,BJ Finney,24,2015,64,63,92,76,75,78,0.5,1 OL,Cody Wallace,31,2008,78,72,94,85,74,81,1.2,3 OL,Ryan Harris,31,2007,81,84,63,84,78,85,2,2 OL,Alejandro Villanueva,27,2014,63,50,88,77,71,76,0.5,2 OL,David DeCastro,26,2012,90,78,92,94,83,88,2,4 OL,Ramon Foster,30,2009,57,82,87,88,78,86,3.2,3 OL,Marcus Gilbert,28,2011,84,79,94,91,84,85,6.2,5 OL,Maurkice Pouncey,26,2010,88,80,92,91,91,89,8.8,5 K,Shaun Suisham,34,2005,53,77,88,87,96,67,3.2,3 K,Chris Boswell,25,2014,63,50,94,92,73,71,0.5,2 S,Mike Mitchell,29,2009,82,76,90,72,89,90,5,5 S,Shamarko Thomas,25,2013,81,55,85,76,93,90,0.7,4 S,Robert Golden,25,2012,60,59,92,71,88,66,1.7,3 S,Ross Ventrone,29,2010,61,66,88,65,89,65,0.6,2 S,Will Allen,33,2004,65,78,88,72,83,50,1.1,1 CB,Doran Grant,23,2015,83,55,92,83,93,64,0.5,2 CB,Senquez Golson,22,2015,88,61,88,85,92,42,1,4 CB,Artie Burns,21,2016,90,65,85,85,90,70,2.4,4 CB,William Gay,31,2007,70,93,93,87,89,69,2.5,3 CB,Ross Cockrell,24,2014,82,62,93,81,93,66,0.6,1 DL,Cameron Heyward,27,2011,84,83,88,90,89,88,9.9,6 DL,Stephon Tuitt,23,2014,87,72,84,91,82,82,1.2,4 DL,Brian Mihalik,23,2015,69,55,87,82,72,73,0.5,1 DL,Ricardo Mathews,28,2010,63,73,88,83,82,72,0.8,1 DL,Clifton Geathers,28,2010,65,71,95,81,82,79,0.8,1 DL,Daniel McCullers,23,2014,72,59,88,88,75,86,0.6,4 LB,Bud Dupree,23,2015,93,64,90,82,85,53,2.3,4 LB,Vince Williams,26,2013,71,72,81,85,77,72,0.6,4 LB,Jarvis Jones,26,2013,91,66,80,74,88,66,2.2,4 LB,Jordan Zumwalt,24,2014,72,50,85,77,72,71,0.6,4 LB,Ryan Shazier,24,2014,92,68,88,85,80,66,2.4,4 LB,Lawrence Timmons,30,2007,85,90,92,93,89,88,9.6,5 LB,Steven Johnson,28,2012,60,70,85,82,64,69,0.8,1 LB,James Harrison,38,2002,51,93,90,82,91,88,1.4,2 LB,Anthony Chickillo,23,2015,73,55,92,79,73,80,0.5,1 LB,Arthur Moats,28,2010,68,78,88,80,89,78,2.5,3 END_PLAYERS Buffalo Bills,BUF QB,Tyrod Taylor,26,2011,70,65,87,90,75,63,1.1,3 QB,EJ Manuel,26,2013,91,65,87,93,75,66,2.2,4 RB,Karlos Williams,23,2015,78,55,80,84,90,64,0.6,4 RB,Mike Gillislee,25,2013,77,52,88,64,86,76,0.6,1 RB,LeSean McCoy,27,2009,82,87,90,59,88,84,8,5 RB,James Wilder Jr,24,2014,64,47,85,87,76,53,0.5,2 RB,Jerome Felton,29,2008,71,82,94,71,78,50,2.3,4 RB,Dan Herron,27,2012,72,75,81,77,85,73,0.5,1 WR,Sammy Watkins,23,2014,102,74,91,89,92,94,5,4 WR,Leonard Hankerson,27,2011,79,73,83,80,90,65,0.8,1 WR,Marquise Goodwin,25,2013,82,67,90,74,95,72,0.7,4 WR,Dezmin Lewis,23,2015,69,45,87,87,90,72,0.5,3 WR,Charles Clay,27,2011,74,80,97,88,80,65,7.6,5 WR,Robert Woods,24,2013,86,75,94,85,90,77,1.2,4 WR,Walter Powell,24,2014,73,50,88,80,90,86,0.6,3 WR,Greg Salas,27,2011,80,68,79,82,85,67,0.8,1 WR,Marcus Easley,28,2010,80,65,73,74,89,58,1.8,4 OL,John Miller,22,2015,83,63,85,86,84,75,0.7,4 OL,Cyril Richardson,25,2014,78,55,92,89,81,69,0.6,2 OL,Eric Wood,30,2009,82,86,80,87,82,80,6.4,4 OL,Cyrus Kouandjio,22,2014,88,49,78,84,83,72,1.2,4 OL,Jordan Mills,25,2013,76,72,93,83,83,69,1.7,1 OL,Cordy Glenn,26,2012,85,81,89,93,84,92,12,5 OL,Seantrel Henderson,24,2014,67,71,82,83,78,82,0.6,4 OL,Richie Incognito,32,2005,75,73,79,93,82,78,5.3,3 OL,Fernando Velasco,31,2008,59,79,88,83,76,79,1,1 OL,Ryan Groy,25,2014,62,58,96,86,74,79,0.6,2 K,Colton Schmidt,25,2013,62,66,92,87,88,64,0.6,1 K,Dan Carpenter,30,2008,56,80,83,96,93,58,2.5,4 K,Jordan Gay,26,2013,62,64,90,95,78,70,0.6,2 S,Jonathan Meeks,26,2013,77,49,93,74,84,72,0.6,2 S,Colt Anderson,30,2009,58,64,85,71,89,68,0.8,1 S,Robert Blanton,26,2012,75,77,96,82,90,74,0.8,1 S,Duke Williams,25,2013,81,61,94,80,89,83,0.7,4 S,Jonathan Dowling,24,2014,68,55,88,76,90,77,0.6,2 S,Aaron Williams,26,2011,84,75,90,80,88,68,6.5,4 CB,Mario Butler,27,2011,63,64,95,74,89,40,0.6,1 CB,Stephon Gilmore,25,2012,90,78,94,99,94,68,3,4 CB,Ronald Darby,22,2015,88,56,87,72,92,39,1.1,4 CB,Nickell Robey,24,2013,61,74,87,78,92,44,2.1,2 CB,Corey White,26,2012,75,69,97,79,88,80,0.8,1 CB,Corey Graham,30,2007,70,83,88,92,89,55,4.1,4 CB,Sterling Moore,26,2011,59,78,92,84,91,62,0.8,1 CB,Sammy Seamster,25,2014,63,42,92,74,90,44,0.5,3 DL,Max Valles,21,2015,74,48,92,65,79,42,0.5,3 DL,Corbin Bryant,28,2011,61,68,88,86,75,66,1.7,1 DL,Jerry Hughes,27,2010,83,80,91,66,71,68,9,5 DL,Lavar Edwards,26,2013,77,65,95,72,79,70,0.6,2 DL,Jerel Worthy,26,2012,87,65,92,82,76,75,0.6,3 DL,Kyle Williams,33,2006,69,95,82,90,92,91,7.4,3 DL,Manny Lawson,31,2006,85,81,93,72,58,75,3,4 DL,Marcell Dareus,26,2011,99,82,94,104,92,94,16.1,6 DL,Shaq Lawson,22,2016,95,65,85,90,88,85,2.6,4 DL,TJ Barnes,26,2013,62,67,86,91,76,79,0.6,2 LB,Preston Brown,23,2014,87,75,97,85,66,77,0.8,4 LB,Kevin Reddick,26,2013,62,60,89,79,60,71,0.6,2 LB,Randell Johnson,25,2014,72,66,85,76,82,55,0.6,4 LB,Lorenzo Alexander,33,2005,55,80,90,79,87,82,0.9,1 LB,Zach Brown,26,2012,85,74,90,85,66,72,1.3,1 LB,Jamari Lattimore,27,2011,60,73,90,81,67,72,0.5,1 END_PLAYERS Miami Dolphins,MIA QB,Zac Dysert,26,2013,69,55,90,85,73,30,0.5,1 QB,Logan Thomas,23,2014,83,52,88,94,72,69,0.6,2 QB,Matt Moore,31,2007,56,76,90,82,73,20,1.8,2 QB,Ryan Tannehill,27,2012,100,78,94,91,87,67,19.3,4 RB,Daniel Thomas,28,2011,85,55,85,60,85,80,0.8,1 RB,Isaiah Pead,26,2012,87,65,84,46,91,75,0.7,1 RB,Damien Williams,24,2014,62,52,89,67,90,83,0.5,3 RB,Jay Ajayi,23,2015,78,52,74,69,87,81,0.6,4 WR,Dion Sims,25,2013,81,62,79,74,79,46,0.7,4 WR,Kenny Stills,24,2013,76,77,92,87,92,85,0.6,4 WR,Jarvis Landry,23,2014,87,76,90,91,86,66,0.9,4 WR,Jordan Cameron,27,2011,79,75,85,87,85,74,7.5,2 WR,Matt Hazel,24,2014,73,55,91,77,88,72,0.5,1 WR,Griff Whalen,26,2012,61,72,93,81,85,73,0.7,1 WR,DeVante Parker,23,2015,93,61,78,87,91,63,2.7,4 OL,Anthony Steen,26,2014,64,50,86,80,74,79,0.5,1 OL,Jermon Bushrod,31,2007,71,85,92,90,72,87,1.5,1 OL,Shelley Smith,29,2010,65,74,88,80,80,73,0.7,1 OL,Jacques McClendon,28,2010,74,71,75,86,81,74,0.8,1 OL,Mike Pouncey,26,2011,89,81,95,88,87,81,9,5 OL,Billy Turner,24,2014,88,64,95,85,78,84,0.8,4 OL,Dallas Thomas,26,2013,81,73,90,83,75,72,0.7,4 OL,Ja'Wuan James,24,2014,92,74,96,83,79,81,2.1,4 OL,Jamil Douglas,24,2015,83,53,93,85,71,81,0.7,4 OL,Vinston Painter,26,2013,78,56,83,85,76,77,0.5,1 OL,Sam Young,28,2010,69,74,93,83,77,76,0.9,1 OL,Branden Albert,31,2008,86,88,89,90,87,94,9.4,5 OL,Kraig Urbik,30,2009,77,85,95,93,70,85,1.3,2 OL,Laremy Tunsil,21,2016,95,71,85,88,90,92,3.1,4 K,Andrew Franks,23,2015,63,65,85,80,80,70,0.5,3 K,Matt Darr,23,2015,63,65,85,80,80,70,0.5,3 S,Reshad Jones,28,2010,73,81,91,82,88,88,7,4 S,Walt Aikens,25,2014,77,48,93,84,89,69,0.7,4 S,Michael Thomas,27,2012,61,54,90,73,89,67,0.7,1 S,Isa Abdul-Quddus,27,2011,60,63,88,76,90,74,4.3,3 S,Louis Delmas,29,2009,65,79,77,85,91,82,2.3,1 CB,Tyler Patmon,25,2014,62,62,94,77,87,47,0.6,1 CB,Byron Maxwell,28,2011,74,79,87,92,88,75,10.5,6 CB,Chimdi Chekwa,27,2011,80,63,94,73,93,50,0.8,1 CB,Bobby McCain,22,2015,78,41,84,84,89,40,0.6,4 CB,Ifo Ekpre-Olomu,22,2015,69,55,67,76,87,49,0.6,4 DL,Earl Mitchell,28,2010,78,81,90,80,84,68,4,4 DL,Andre Branch,26,2012,85,70,89,68,83,67,2.8,1 DL,Dion Jordan,26,2013,102,52,85,66,64,70,5.1,4 DL,Mario Williams,31,2006,94,86,90,99,87,74,8.5,2 DL,Cameron Wake,34,2005,57,87,92,96,96,74,7.5,2 DL,Ndamukong Suh,29,2010,98,84,93,108,97,92,19.1,6 DL,Jordan Phillips,23,2015,88,45,75,88,76,85,1.1,4 DL,Terrence Fede,24,2014,67,57,94,76,68,73,0.6,4 DL,Charles Tuaau,24,2015,64,46,90,84,75,83,0.5,1 DL,Jason Jones,30,2008,81,75,92,85,85,75,0.5,1 DL,DeAndre Coleman,25,2014,63,52,95,88,72,77,0.6,2 LB,James-Michael Johnson,26,2012,80,72,90,83,55,76,0.8,1 LB,Kiko Alonso,25,2013,86,85,85,92,70,94,1.1,4 LB,Jelani Jenkins,24,2013,81,75,85,77,67,77,0.7,4 LB,Spencer Paysinger,27,2011,59,80,90,83,62,78,0.8,1 LB,Zach Vigil,25,2015,63,54,91,76,54,56,0.5,3 LB,Koa Misi,29,2010,83,84,90,90,86,88,4.3,4 LB,Chris McCain,24,2014,62,67,93,66,67,68,0.5,3 END_PLAYERS New England Patriots,NE QB,Jimmy Garoppolo,24,2014,87,57,95,90,80,47,0.9,4 QB,Tom Brady,38,2000,58,99,90,104,107,20,20.5,2 RB,Dion Lewis,25,2011,75,66,76,52,87,83,1.3,2 RB,James Develin,27,2010,61,79,92,78,68,37,0.8,1 RB,LeGarrette Blount,29,2010,58,80,87,96,83,62,1,1 RB,Tyler Gaffney,25,2014,72,60,79,84,89,54,0.5,1 RB,Malcolm Brown,23,2015,64,45,87,83,89,49,1.9,4 RB,Brandon Bolden,26,2012,60,70,86,83,87,55,1.2,2 RB,Joey Iosefa,25,2015,69,40,78,81,79,48,0.5,1 RB,James White,24,2014,77,54,88,64,86,75,0.7,4 WR,Chris Hogan,27,2011,61,66,88,81,84,49,4,3 WR,Rob Gronkowski,27,2010,83,86,73,104,82,50,9,6 WR,Julian Edelman,30,2009,62,90,88,105,84,85,4.3,4 WR,Danny Amendola,30,2008,57,89,78,88,82,87,4.1,2 WR,Matthew Slater,30,2008,71,81,90,74,86,70,2,2 WR,Aaron Dobson,24,2013,86,67,84,79,92,71,0.9,4 WR,Keshawn Martin,26,2012,80,70,88,78,90,87,1.5,2 WR,Nate Washington,32,2005,53,87,94,86,84,80,1.1,1 WR,Martellus Bennett,29,2008,82,81,89,85,78,35,5.1,4 WR,Clay Harbor,28,2010,73,71,89,75,83,71,1.5,2 WR,Chris Harper,22,2015,64,49,95,74,86,67,0.5,2 OL,Sebastian Vollmer,31,2009,82,88,78,92,84,93,4.2,4 OL,Cameron Fleming,23,2014,77,65,93,85,83,73,0.6,1 OL,Jonathan Cooper,26,2013,102,64,79,88,78,81,3.6,4 OL,Nate Solder,28,2011,89,85,87,87,88,81,10,2 OL,Bryan Stork,25,2014,82,78,78,81,86,81,0.7,4 OL,Shaq Mason,22,2015,78,42,91,86,87,66,0.7,4 OL,LaAdrian Waddle,24,2013,61,74,88,87,77,92,1.2,2 OL,Marcus Cannon,28,2011,74,74,87,91,79,82,4.5,2 OL,Josh Kline,26,2013,61,65,90,83,82,75,1.7,2 K,Ryan Allen,26,2013,61,70,95,90,88,70,2,3 K,Stephen Gostkowski,32,2006,74,89,88,104,105,62,4.3,4 S,Nate Ebner,26,2012,70,60,95,63,89,91,1.2,2 S,Brock Vereen,23,2014,78,66,92,78,93,78,0.6,1 S,Devin McCourty,28,2010,83,89,95,96,90,63,9.5,5 S,Duron Harmon,25,2013,81,64,92,77,88,75,0.7,4 S,Jordan Richards,23,2015,88,44,93,66,90,76,0.9,4 S,Patrick Chung,28,2009,82,81,93,85,91,85,2.7,3 S,Cedric Thompson,23,2015,79,39,90,69,90,69,0.5,1 CB,Malcolm Butler,26,2014,62,70,90,94,87,60,0.5,3 CB,Logan Ryan,25,2013,81,74,94,88,90,66,0.7,4 CB,EJ Biggers,29,2009,68,74,90,74,93,36,0.8,1 CB,Darryl Roberts,25,2015,68,42,79,69,95,62,0.6,4 DL,Ishmaa'ily Kitchen,27,2012,65,68,83,91,76,80,0.7,2 DL,Terrance Knighton,29,2009,82,83,94,93,81,93,1.8,1 DL,Markus Kuhn,30,2012,65,71,92,86,73,76,1.2,1 DL,Anthony Johnson,23,2014,63,58,92,78,76,76,0.6,2 DL,Frank Kearse,27,2011,65,68,88,90,65,77,0.8,1 DL,Chris Long,31,2008,97,83,86,89,84,78,2.4,1 DL,Rob Ninkovich,32,2006,69,91,92,76,88,73,3.5,2 DL,Trey Flowers,22,2015,83,55,94,87,83,84,0.7,4 DL,Jabaal Sheard,27,2011,84,76,89,77,68,83,5.5,2 DL,Alan Branch,31,2007,80,80,87,92,77,83,2.2,2 DL,Kelcy Quarles,24,2014,63,53,91,84,78,73,0.5,2 LB,Jonathan Freeny,27,2011,60,71,87,75,81,67,1.8,1 LB,Jamie Collins,26,2013,86,83,96,92,93,84,0.9,4 LB,Rufus Johnson,25,2013,73,58,86,76,83,55,0.5,1 LB,Shea McClellin,26,2012,90,77,91,88,69,75,3,3 LB,Dont'a Hightower,26,2012,85,84,90,95,88,87,1.9,4 LB,Ramon Humber,28,2009,57,71,87,78,52,73,1,1 END_PLAYERS New York Jets,NYJ QB,Geno Smith,25,2013,86,66,95,91,77,72,1.3,4 QB,Bryce Petty,25,2015,83,48,79,91,72,58,0.7,4 RB,Zac Stacy,25,2013,77,75,92,84,86,57,0.6,4 RB,Taiwan Jones,22,2015,65,60,88,54,92,84,0.5,3 RB,Khiry Robinson,26,2013,61,70,88,85,81,62,1.2,1 RB,Taiwan Jones,22,2015,65,60,88,38,15,62,0.5,3 RB,Bilal Powell,27,2011,75,75,88,63,86,73,3.8,3 RB,Matt Forte,30,2008,81,91,93,78,86,85,4,3 RB,Tommy Bohanon,25,2013,72,66,88,76,75,48,0.6,4 WR,Kenbrell Thompkins,27,2013,62,73,94,76,86,73,1.7,1 WR,Titus Davis,23,2015,64,58,84,78,89,64,0.5,2 WR,Jace Amaro,23,2014,88,62,87,83,85,65,1.1,4 WR,Kellen Davis,30,2008,72,73,90,69,81,35,1,1 WR,Jeremy Ross,28,2011,61,74,87,75,88,89,0.8,1 WR,Devin Smith,24,2015,88,59,92,80,92,72,1.5,4 WR,Eric Decker,29,2010,79,89,92,91,84,73,7.3,5 WR,Zach Sudfeld,27,2013,62,64,80,75,78,45,0.6,1 WR,Brandon Marshall,32,2006,75,92,92,100,82,66,8.7,3 WR,Quincy Enunwa,24,2014,74,48,93,76,90,62,0.5,3 OL,Willie Colon,33,2006,65,83,78,86,68,87,1,1 OL,James Carpenter,27,2011,85,79,86,90,79,82,4.8,4 OL,Brian Winters,24,2013,87,72,89,84,76,69,0.7,4 OL,Ryan Clady,29,2008,86,90,83,89,78,88,6,1 OL,Jarvis Harrison,24,2015,80,44,84,88,83,81,0.6,2 OL,Breno Giacomini,30,2008,72,81,93,83,81,78,4.5,4 OL,Nick Mangold,32,2006,79,97,92,91,93,90,7.7,7 OL,Wesley Johnson,25,2014,78,63,94,83,79,73,0.6,2 OL,Dakota Dozier,25,2014,78,55,90,83,82,75,0.6,4 K,Nick Folk,31,2007,66,76,84,88,90,65,3,4 K,Randy Bullock,26,2012,65,72,87,95,88,74,0.7,1 S,Marcus Gilchrist,27,2011,85,75,90,76,89,55,5.5,4 S,Dion Bailey,24,2014,63,62,82,65,86,86,0.5,2 S,Rontez Miles,27,2013,64,59,92,71,89,86,0.5,3 S,Calvin Pryor,23,2014,93,73,93,87,89,95,2.1,4 S,Jaiquawn Jarrett,26,2011,65,66,90,79,90,87,1.5,1 CB,Dee Milliner,24,2013,102,67,87,82,93,77,3.2,4 CB,Darrelle Revis,30,2007,86,98,88,104,92,66,14,5 CB,Darryl Morris,25,2013,61,59,92,80,94,46,0.8,1 CB,Kendall James,24,2014,74,43,90,78,92,39,0.5,2 CB,Buster Skrine,27,2011,75,79,89,85,89,41,6.3,4 CB,Marcus Williams,25,2014,63,66,93,83,89,70,0.5,3 CB,Dexter McDougle,25,2014,82,51,75,75,89,73,0.7,4 DL,Jarvis Jenkins,28,2011,84,74,80,91,75,83,3,2 DL,Steve McLendon,30,2009,58,82,90,87,81,84,3.5,3 DL,Leonard Williams,22,2015,105,56,85,87,85,90,4.7,4 DL,Mike Catapano,25,2013,72,51,93,82,69,73,0.6,2 DL,Shelby Harris,24,2014,69,45,90,84,77,76,0.5,1 DL,Muhammad Wilkerson,26,2011,85,82,94,104,93,97,15.7,1 DL,Sheldon Richardson,25,2013,92,81,89,98,90,88,2.5,4 DL,Deon Simon,25,2015,75,48,73,93,71,85,0.6,2 LB,Darron Lee,21,2016,95,65,85,80,75,89,2.5,4 LB,David Harris,32,2007,81,90,96,85,70,88,7.2,3 LB,Trevor Reilly,28,2014,68,56,85,76,67,70,0.6,4 LB,Bruce Carter,28,2011,84,75,77,83,67,74,0.8,1 LB,Lorenzo Mauldin,23,2015,83,55,82,79,62,67,0.8,4 LB,Josh Martin,24,2013,62,60,90,76,77,61,0.6,2 LB,Julian Stanford,25,2012,62,68,87,81,56,60,0.7,1 LB,Erin Henderson,29,2008,58,81,87,82,60,79,2,2 LB,Calvin Pace,35,2003,65,85,92,81,80,84,2.4,2 END_PLAYERS Houston Texans,HOU QB,Ryan Griffin,26,2013,71,52,90,81,76,35,0.6,4 QB,Brandon Weeden,32,2012,90,70,89,91,69,20,2,2 QB,Tom Savage,26,2014,77,54,90,94,80,45,0.6,4 QB,Brock Osweiler,25,2012,85,60,96,95,77,20,18,4 RB,Alfred Blue,25,2014,72,70,79,84,84,60,0.6,4 RB,Lamar Miller,25,2012,81,77,87,67,92,85,6.5,4 RB,Kenny Hilliard,24,2015,70,46,76,87,82,54,0.5,2 RB,Jonathan Grimes,26,2012,62,62,91,69,86,82,0.7,1 RB,Jay Prosch,23,2014,72,56,95,75,80,47,0.6,4 WR,Cecil Shorts,28,2011,79,78,87,84,86,81,3,2 WR,Will Fuller,22,2016,95,75,85,85,96,97,2.5,4 WR,Keith Mumphery,24,2015,75,49,92,74,88,77,0.6,4 WR,Jaelen Strong,22,2015,88,45,87,86,91,59,0.8,4 WR,DeAndre Hopkins,24,2013,86,83,94,103,85,65,1.9,4 WR,Josh Lenz,25,2013,64,56,87,74,91,77,0.5,2 OL,Chris Clark,30,2008,58,78,88,87,78,89,3,2 OL,Andrew McDonald,27,2012,63,65,96,81,75,79,0.6,2 OL,Jeff Allen,26,2012,85,72,85,83,83,74,7,4 OL,Tony Bergstrom,29,2012,80,71,90,84,78,73,2.9,2 OL,Duane Brown,30,2008,81,91,93,91,87,93,8.9,6 OL,Xavier Su'a-Filo,25,2014,87,57,94,85,78,79,1.4,4 OL,Derek Newton,28,2011,70,77,85,86,96,79,5.3,5 OL,Dalton Freeman,26,2013,63,67,96,89,78,72,0.6,2 OL,Jeff Adams,26,2012,63,69,94,75,72,82,0.5,1 OL,Chad Slade,24,2015,65,57,91,82,78,74,0.5,3 OL,Karim Barton,24,2014,64,47,92,84,82,72,0.5,2 OL,Oday Aboushi,25,2013,77,71,95,78,84,77,0.6,4 OL,David Quessenberry,25,2013,72,63,95,80,84,75,0.6,4 K,Nick Novak,34,2005,57,78,92,86,91,60,1,1 K,Shane Lechler,39,2000,63,92,85,86,87,62,1.8,1 S,Eddie Pleasant,27,2012,61,67,94,74,87,80,1.1,2 S,Kurtis Drummond,24,2015,65,41,92,78,89,60,0.5,3 S,Lonnie Ballentine,23,2014,68,44,89,72,93,90,0.6,4 S,Antonio Allen,27,2012,65,73,83,81,87,71,0.8,1 CB,Robert Nelson,26,2014,63,46,90,74,89,54,0.6,2 CB,Kevin Johnson,23,2015,95,64,89,87,89,64,2.5,4 CB,Terrance Mitchell,24,2014,68,55,94,81,92,46,0.6,3 CB,AJ Bouye,24,2013,61,71,83,76,93,45,1.7,1 CB,Johnathan Joseph,32,2006,84,92,86,87,88,40,6.8,2 CB,Kareem Jackson,28,2010,88,84,90,95,90,55,8.5,4 CB,Andre Hal,24,2014,72,65,94,76,90,45,0.6,4 DL,Gerald Rivers,25,2013,63,52,88,71,65,64,0.6,2 DL,Jeoffrey Pagan,23,2014,72,52,80,87,72,85,0.6,4 DL,Christian Covington,22,2015,75,50,76,77,82,69,0.6,4 DL,JJ Watt,27,2011,89,92,97,107,109,107,16.7,6 DL,Vince Wilfork,34,2004,82,98,89,96,81,91,4.5,2 DL,Devon Still,26,2012,86,64,84,82,82,82,0.7,1 DL,Brandon Dunn,23,2014,64,52,90,78,70,81,0.6,2 LB,Max Bullough,24,2014,64,55,92,76,70,75,0.6,3 LB,Whitney Mercilus,25,2012,85,77,95,87,85,74,6.5,4 LB,Brian Cushing,29,2009,87,88,94,81,82,87,8.8,6 LB,Akeem Dent,28,2011,80,74,86,87,78,74,2.3,2 LB,Jadeveon Clowney,23,2014,102,65,76,87,90,65,5.6,4 LB,Benardrick McKinney,23,2015,90,67,94,89,81,57,1.3,4 LB,John Simon,25,2013,77,59,86,82,85,74,1.7,1 LB,Reshard Cliett,24,2015,75,40,86,78,64,50,0.6,4 END_PLAYERS Indianapolis Colts,IND QB,Scott Tolzien,28,2011,59,62,95,83,76,44,1.8,2 QB,Stephen Morris,23,2014,64,42,85,90,73,70,0.5,3 QB,Andrew Luck,26,2012,100,85,98,105,99,87,5.5,4 RB,Trey Williams,23,2015,63,46,81,37,90,84,0.5,2 RB,Tyler Varga,22,2015,63,55,90,78,83,42,0.5,3 RB,Jordan Todman,26,2011,71,70,85,61,90,81,0.8,1 RB,Frank Gore,33,2005,78,93,86,83,81,69,4,3 RB,Robert Turbin,26,2012,80,72,83,84,90,72,0.8,1 WR,Donte Moncrief,22,2014,82,66,91,83,92,63,0.7,4 WR,Phillip Dorsett,23,2015,88,59,77,82,96,82,2,4 WR,Josh Boyce,25,2013,83,51,90,72,92,65,0.5,1 WR,Brian Tyms,27,2012,61,68,92,79,88,66,0.6,1 WR,TY Hilton,26,2012,80,87,85,103,92,95,13,5 WR,Dwayne Allen,26,2012,85,75,87,82,75,45,7.4,4 OL,Jeremy Vujnovich,25,2014,64,42,88,90,72,78,0.5,1 OL,Lance Louis,31,2009,65,75,90,86,76,70,0.7,2 OL,Jonotthan Harrison,24,2014,62,72,94,87,82,72,0.5,3 OL,Joe Reitz,29,2008,59,77,94,87,79,80,2.7,3 OL,Hugh Thornton,24,2013,81,73,85,91,76,77,0.7,4 OL,Ryan Kelly,23,2016,95,65,85,85,85,81,2.6,4 OL,Anthony Castonzo,27,2011,89,85,87,88,85,96,11,4 OL,Kevin Graf,25,2014,64,52,92,85,80,72,0.6,2 OL,Mitchell Van Dyk,25,2014,69,54,92,75,83,69,0.5,1 OL,Jack Mewhort,24,2014,87,73,93,89,87,78,0.9,4 K,Adam Vinatieri,43,2096,44,93,90,88,91,60,3,2 K,Pat McAfee,29,2009,67,88,95,97,92,68,2.9,5 S,Mike Adams,35,2004,52,83,90,88,85,64,2.4,2 S,Clayton Geathers,24,2015,83,47,91,69,90,87,0.7,4 S,Winston Guy,26,2012,71,65,88,72,88,83,0.7,2 S,Dezmen Southward,24,2014,88,65,92,75,93,79,0.6,2 CB,Tevin Mitchel,23,2015,73,49,77,79,91,35,0.6,4 CB,Vontae Davis,28,2009,82,89,96,104,92,66,9,4 CB,Patrick Robinson,28,2010,83,79,90,77,91,49,4.5,3 CB,Darius Butler,30,2009,82,79,95,77,93,65,2.5,2 CB,D'Joun Smith,23,2015,88,49,90,83,91,42,0.8,4 CB,Jalil Brown,28,2011,79,56,90,75,93,63,0.8,2 DL,David Parry,24,2015,78,55,78,91,71,81,0.6,4 DL,Zach Kerr,25,2014,62,62,82,87,66,75,0.5,3 DL,Arthur Jones,30,2010,73,74,85,91,79,82,6.6,5 DL,Kendall Langford,30,2008,81,87,92,86,75,82,4.3,4 DL,Ricky Lumpkin,27,2011,64,70,84,88,74,78,0.6,2 DL,Joe Vellano,27,2013,61,69,93,85,79,82,0.6,1 DL,Henry Anderson,24,2015,83,64,82,81,79,85,0.7,4 DL,Billy Winn,27,2012,65,72,87,78,56,80,0.5,4 LB,Nate Irving,28,2011,84,75,82,89,78,79,2.4,3 LB,Robert Mathis,35,2003,66,93,89,80,78,93,9,4 LB,D'Qwell Jackson,32,2006,79,92,84,87,77,91,5.5,4 LB,Erik Walden,30,2008,71,76,92,80,88,80,4,4 LB,Amarlo Herrera,24,2015,74,53,92,79,74,72,0.5,2 LB,Sio Moore,26,2013,86,73,89,82,84,75,0.8,4 LB,Trent Cole,33,2005,68,88,89,77,72,89,4.3,1 END_PLAYERS Jacksonville Jaguars,JAX QB,Blake Bortles,24,2014,102,67,96,91,74,65,5.2,4 QB,Chad Henne,30,2008,81,73,90,89,70,20,4,2 RB,Joe Banyard,27,2012,61,53,92,66,88,76,0.6,2 RB,TJ Yeldon,22,2015,88,60,84,79,88,74,1.5,4 RB,Corey Grant,24,2015,63,42,82,38,96,71,0.5,3 RB,Chris Ivory,28,2010,58,78,83,96,86,64,6.4,5 RB,Jonas Gray,25,2012,62,62,91,92,84,55,0.6,2 RB,Denard Robinson,25,2013,76,72,84,52,90,75,0.6,4 WR,Arrelious Benn,27,2010,84,66,70,72,83,63,0.6,2 WR,Bryan Walters,28,2010,60,71,92,79,81,74,0.7,2 WR,Marcedes Lewis,32,2006,80,87,93,74,73,42,4,3 WR,Justin Blackmon,26,2012,103,45,94,86,88,70,4.6,4 WR,Neal Sterling,24,2015,73,44,90,74,85,59,0.6,4 WR,Allen Robinson,22,2014,87,70,89,84,85,66,0.9,4 WR,Julius Thomas,28,2011,74,76,90,88,84,67,9.2,5 WR,Marqise Lee,24,2014,87,64,85,79,88,86,1.3,4 WR,Allen Hurns,24,2014,62,67,92,90,87,70,10.2,4 WR,Rashad Greene,23,2015,78,58,88,79,88,85,0.6,4 OL,Jeff Linkenbach,29,2010,58,76,92,85,73,81,0.5,1 OL,AJ Cann,24,2015,88,63,93,89,85,79,0.8,4 OL,Mackenzy Bernadeau,30,2008,61,78,93,96,84,72,1.5,2 OL,Luke Bowanko,25,2014,72,75,92,86,86,74,0.6,4 OL,Kadeem Edwards,25,2014,77,47,93,86,82,76,0.6,2 OL,Kelvin Beachum,27,2012,65,82,95,84,83,97,9,5 OL,Josh Wells,25,2014,62,61,90,83,86,76,0.5,3 OL,Patrick Omameh,26,2013,62,70,92,82,80,75,0.5,1 OL,Luke Joeckel,24,2013,101,79,87,87,85,78,5.3,4 OL,Tyler Shatley,25,2014,63,54,92,95,77,73,0.5,3 OL,Brandon Linder,24,2014,82,76,93,88,85,93,0.7,4 OL,Jermey Parnell,29,2009,59,75,88,85,89,85,6.4,5 K,Brad Nortman,26,2012,70,77,93,89,93,84,2.2,4 K,Jason Myers,25,2015,63,65,85,80,80,70,0.5,3 S,James Sample,23,2015,83,49,85,71,89,75,0.7,4 S,Josh Evans,25,2013,76,71,89,71,86,87,0.6,4 S,Craig Loston,26,2014,62,57,83,72,93,85,0.5,3 S,Earl Wolff,26,2013,77,67,90,72,93,73,1.3,1 S,Tashaun Gipson,25,2012,60,81,94,94,88,72,7.2,5 CB,Prince Amukamara,27,2011,89,77,90,87,92,65,5.5,1 CB,Davon House,26,2011,74,77,95,82,91,56,6.1,4 CB,Jalen Ramsey,21,2016,105,65,85,83,95,70,5.8,4 CB,Demetrius McCray,25,2013,71,71,94,77,93,59,0.6,4 CB,Aaron Colvin,24,2014,82,64,76,84,87,55,0.7,4 CB,Dwayne Gratz,26,2013,86,69,97,77,93,72,0.8,4 CB,Peyton Thompson,25,2012,63,55,90,70,89,34,0.6,2 DL,Roy Miller,28,2009,77,76,96,87,76,79,4.1,4 DL,Sen'Derrick Marks,29,2009,82,84,86,82,93,75,4.5,4 DL,Malik Jackson,26,2012,75,74,90,77,91,83,14.3,6 DL,Tyson Alualu,29,2010,88,81,95,87,78,77,3,2 DL,Dante Fowler Jr,21,2015,103,52,79,87,72,73,5.9,4 DL,Jared Odrick,28,2010,84,83,77,83,87,77,8.5,5 DL,Ryan Davis,27,2012,61,69,90,74,76,64,2.6,1 DL,Chris Smith,24,2014,77,56,93,85,82,65,0.6,4 DL,Abry Jones,24,2013,61,64,87,86,75,69,2.6,1 LB,Hayes Pullard,24,2015,73,60,94,75,50,72,0.6,4 LB,Telvin Smith,25,2014,77,73,90,86,65,70,0.6,4 LB,Joplo Bartu,25,2013,61,75,90,82,62,74,0.6,2 LB,Paul Posluszny,31,2007,80,92,87,88,65,94,5,3 LB,Jordan Tripp,25,2014,77,45,90,75,72,74,0.6,2 LB,Dan Skuta,30,2009,57,80,92,87,83,82,4.1,5 LB,Bjoern Werner,25,2013,91,73,92,76,82,74,0.5,1 LB,Sean Porter,25,2013,81,60,78,77,66,69,0.6,2 END_PLAYERS Tennessee Titans,TEN QB,Matt Cassel,34,2005,58,80,84,82,73,36,2,1 QB,Alex Tanney,28,2012,63,49,88,86,76,49,0.5,2 QB,Marcus Mariota,22,2015,103,60,93,89,88,79,6.1,4 RB,Antonio Andrews,23,2014,62,49,92,88,78,45,0.6,1 RB,Dexter McCluster,27,2010,83,76,85,39,88,85,3,3 RB,David Cobb,23,2015,78,60,90,86,84,62,0.6,4 RB,Jalston Fowler,25,2015,83,60,75,72,77,39,0.7,4 RB,DeMarco Murray,28,2011,84,89,85,96,89,97,6.3,4 RB,Bishop Sankey,23,2014,87,69,86,56,89,80,1,4 WR,Harry Douglas,30,2008,76,81,88,87,84,88,3.8,3 WR,Delanie Walker,31,2006,64,80,86,78,83,65,6.7,2 WR,Tre McBride,23,2015,68,39,87,86,92,79,0.5,2 WR,Kendall Wright,26,2012,90,82,96,90,90,85,2.1,4 WR,Rishard Matthews,26,2012,65,70,89,77,83,57,5,3 WR,Justin Hunter,25,2013,86,69,84,72,90,74,1.4,4 WR,Dorial Green-Beckham,23,2015,88,49,87,85,89,69,1.4,4 WR,Anthony Fasano,32,2006,79,81,88,75,71,16,2.6,2 OL,Brian Schwenke,25,2013,81,74,92,91,80,74,0.7,4 OL,Chance Warmack,24,2013,91,78,98,92,93,77,3,4 OL,Josue Matias,23,2015,64,55,90,78,73,81,0.5,2 OL,Jamon Meredith,30,2009,65,71,90,87,78,73,0.7,2 OL,Quinton Spain,24,2015,63,55,95,84,80,70,0.5,3 OL,Andy Gallik,24,2015,73,60,92,86,73,79,0.6,4 OL,Jeremiah Poutasi,21,2015,88,56,92,86,82,73,0.8,4 OL,Jack Conklin,21,2016,105,70,85,91,91,84,4,4 OL,Taylor Lewan,24,2014,92,72,89,90,91,84,2.9,4 OL,Ben Jones,26,2012,80,77,92,87,82,76,4.4,4 K,Ryan Succop,29,2009,62,80,96,90,85,66,2.4,3 K,Brett Kern,30,2008,56,84,78,90,94,72,3,5 S,Marqueston Huff,24,2014,82,65,95,76,91,65,0.7,4 S,Da'Norris Searcy,27,2011,79,76,92,80,86,75,5.9,4 S,Daimion Stafford,25,2013,66,57,92,74,87,67,0.6,4 S,Rashad Johnson,30,2009,77,78,95,71,91,82,2,1 CB,Brandon Harris,26,2013,65,67,92,77,90,59,0.7,1 CB,Brice McCain,29,2009,68,76,88,82,92,46,2.2,2 CB,Jason McCourty,28,2009,67,85,92,87,94,60,7.2,6 CB,Perrish Cox,29,2010,74,80,92,86,87,44,5,3 CB,BW Webb,26,2013,81,61,90,73,93,40,0.6,2 CB,Blidi Wreh-Wilson,26,2013,86,67,85,78,91,57,0.7,4 CB,Antwon Blake,25,2012,60,60,92,74,97,65,1.5,1 DL,Al Woods,29,2010,78,73,88,93,71,82,3.5,3 DL,DaQuan Jones,24,2014,82,64,90,85,78,86,0.7,4 DL,Jurrell Casey,26,2011,79,84,92,91,92,89,9,4 DL,Karl Klug,28,2011,74,71,84,80,88,73,1.9,2 DL,Angelo Blackson,23,2015,83,53,90,76,74,81,0.7,4 DL,Ropati Pitoitua,31,2008,58,78,80,91,76,91,2.9,3 LB,Avery Williamson,24,2014,77,75,92,89,70,74,0.6,4 LB,Deiontrez Mount,23,2015,73,46,88,79,75,42,0.6,4 LB,Curtis Grant,23,2015,64,56,76,77,62,51,0.5,1 LB,Derrick Morgan,27,2010,88,82,87,76,93,85,6.8,4 LB,Wesley Woodyard,29,2008,56,83,95,80,56,86,3.9,4 LB,David Bass,25,2013,66,65,95,67,70,58,0.5,2 LB,Sean Spence,27,2012,81,72,76,77,65,75,2.5,1 LB,Brian Orakpo,29,2009,87,82,81,85,93,79,7.8,4 END_PLAYERS Denver Broncos,DEN QB,Paxton Lynch,22,2016,90,65,85,94,88,50,2.4,4 QB,Trevor Siemian,24,2015,68,52,78,79,74,59,0.6,4 QB,Mark Sanchez,29,2009,97,74,84,86,79,47,4.5,2 RB,Kapri Bibbs,23,2014,63,50,92,84,83,62,0.5,1 RB,Juwan Thompson,24,2014,62,61,94,81,86,74,0.5,3 RB,CJ Anderson,25,2013,61,73,94,92,84,87,4.5,4 RB,Ronnie Hillman,24,2012,85,74,78,52,90,77,2,1 RB,Cyrus Gray,26,2012,71,61,90,53,88,79,0.7,1 WR,Jordan Norwood,29,2009,58,69,87,75,82,87,0.9,1 WR,Demaryius Thomas,28,2010,88,88,89,104,90,65,14,5 WR,Virgil Green,27,2011,69,75,88,74,85,79,2.8,3 WR,Emmanuel Sanders,29,2010,78,89,86,93,89,89,5,3 WR,Cody Latimer,23,2014,87,49,82,86,90,55,0.9,4 WR,Bennie Fowler,25,2014,63,58,82,71,93,63,0.5,1 WR,DeVier Posey,26,2012,86,59,85,75,91,64,0.7,1 OL,Sam Brenner,26,2013,61,61,89,87,81,73,0.6,1 OL,Russell Okung,28,2010,98,87,82,88,84,89,10.6,5 OL,Ty Sambrailo,24,2015,88,62,90,77,77,81,1,4 OL,Michael Schofield,25,2014,82,66,94,78,75,79,0.7,4 OL,Matt Paradis,26,2014,73,54,85,81,81,74,0.5,1 OL,Max Garcia,24,2015,78,64,88,89,73,77,0.7,4 OL,Donald Stephenson,27,2012,85,70,84,85,83,74,4.7,3 OL,James Ferentz,27,2014,63,62,90,79,73,81,0.5,2 OL,Robert Myers,24,2015,73,46,86,87,76,71,0.5,2 OL,Darrion Weems,27,2012,62,65,87,87,77,79,0.6,1 K,Brandon McManus,24,2013,62,72,95,107,88,85,0.5,2 K,Britton Colquitt,31,2009,57,78,92,87,89,66,3.9,3 S,Brandian Ross,26,2011,60,74,93,74,91,51,0.7,1 S,Darian Stewart,27,2010,58,80,89,81,87,90,2.1,2 S,Shiloh Keo,28,2011,75,67,90,74,88,89,0.8,1 S,TJ Ward,29,2010,83,81,90,89,90,91,5.6,4 S,Josh Bush,27,2012,65,64,88,78,90,61,0.6,2 CB,Lorenzo Doss,22,2015,78,50,92,78,92,29,0.6,4 CB,Kayvon Webster,25,2013,81,62,91,74,93,70,0.7,4 CB,Taurean Nixon,25,2015,68,42,85,71,90,47,0.5,3 CB,Aqib Talib,30,2008,86,91,87,100,92,67,9.5,6 CB,Bradley Roby,24,2014,87,71,87,94,93,72,1.7,4 DL,Jared Crick,26,2012,75,75,74,78,83,82,2,2 DL,Darius Kilgo,24,2015,73,43,88,92,69,87,0.6,4 DL,Derek Wolfe,26,2012,85,78,77,89,81,84,9.2,4 DL,Vance Walker,29,2009,67,79,91,79,84,79,2,2 DL,Antonio Smith,34,2004,65,87,96,85,87,65,2,1 DL,Phil Taylor,28,2011,90,74,84,92,82,86,0.8,1 DL,Sylvester Williams,27,2013,86,72,93,84,76,78,1.9,4 LB,Corey Nelson,24,2014,67,57,82,78,77,47,0.6,4 LB,Shane Ray,23,2015,93,61,89,74,75,62,2.3,4 LB,Brandon Marshall,26,2012,75,83,89,89,74,84,8.7,3 LB,DeMarcus Ware,33,2005,83,87,90,73,90,85,10,3 LB,Dekoda Watson,28,2010,68,69,84,76,64,67,0.8,1 LB,Todd Davis,24,2014,62,53,94,83,62,67,0.5,2 LB,Von Miller,27,2011,99,86,93,104,99,97,14.1,1 END_PLAYERS Kansas City Chiefs,KC QB,Tyler Maguirre,25,2014,77,53,79,85,82,41,0.6,4 QB,Tyree Natee,24,2013,61,52,87,93,69,20,1,2 QB,Deondre Francois,21,2015,99,99,99,84,82,40,17,4 RB,Dalvin Cook,21,2015,99,96,97,67,78,50,2.3,3 RB,Trey Millard,24,2014,68,45,84,78,84,50,0.5,1 RB,Spencer Ware,24,2013,72,55,92,85,84,47,1.8,2 RB,Knile Davis,24,2013,81,72,75,91,92,74,0.7,4 RB,Charcandrick West,25,2014,62,44,87,65,90,74,1.8,2 RB,Jamaal Charles,25,2013,91,91,87,69,92,95,9.1,2 RB,Darrin Reaves,23,2014,63,50,92,46,87,75,0.5,1 WR,Travis Rudolph,19,2015,99,99,99,92,90,84,0.6,2 WR,De'Anthony Thomas,23,2014,82,68,73,81,92,92,0.7,4 WR,Travis Kelce,22,2015,99,99,92,94,84,65,9.4,5 WR,Jeremy Maclin,28,2009,87,87,83,93,87,91,11,5 WR,Rod Streater,28,2012,62,77,90,85,88,74,0.8,1 WR,Albert Wilson,23,2014,62,69,91,80,91,85,0.5,3 WR,Chris Conley,23,2015,83,56,90,79,94,64,0.8,4 WR,Da'Ron Brown,24,2015,69,46,93,82,88,75,0.5,1 WR,Jason Avant,33,2006,65,84,92,84,79,54,1,1 OL,Eric Fisher,25,2013,101,75,91,85,85,80,5.5,4 OL,Mitch Morse,24,2015,88,62,87,92,72,78,1.2,4 OL,Laurent Duvernay-Tardif,25,2014,72,48,93,92,77,74,0.6,4 OL,Reid Fragel,25,2013,69,59,90,90,80,70,0.6,1 OL,Mitchell Schwartz,27,2012,85,78,84,85,72,89,6.6,5 OL,Zach Fulton,24,2014,72,68,92,85,82,78,0.6,4 OL,Jah Reid,27,2011,79,66,95,91,83,75,3.4,3 OL,Jordan Devey,28,2013,63,72,95,81,76,76,0.6,1 K,Dustin Colquitt,34,2005,73,82,95,89,94,65,3.8,5 K,Cairo Santos,24,2014,101,99,95,85,88,100,0.5,3 S,Daniel Sorensen,26,2014,62,45,93,65,89,66,0.5,2 S,Eric Berry,21,2015,98,105,99,75,89,84,10.8,1 S,Stevie Brown,28,2010,65,74,92,72,91,77,0.8,1 S,Ron Parker,28,2011,99,76,88,82,91,72,5,5 CB,Jamell Fleming,27,2012,80,60,81,85,88,64,0.8,1 CB,Deveron Carr,25,2013,63,53,91,73,90,68,0.5,1 CB,Steven Nelson,23,2015,83,52,94,82,90,60,0.7,4 CB,Marcus Peters,23,2015,99,99,99,86,89,90,2.4,4 CB,Phillip Gaines,25,2014,82,66,88,87,94,40,0.7,4 CB,Marcus Cooper,26,2013,66,67,93,76,88,74,0.6,4 DL,Dontari Poe,25,2012,90,78,93,97,88,90,2.8,4 DL,Jaye Howard,27,2012,80,72,87,76,86,73,5,2 DL,DeMarcus Walker,19,2015,99,97,99,92,99,85,0.7,1 DL,Jimmy Staten,25,2014,79,50,89,86,71,84,0.5,1 DL,Nick Williams,25,2013,62,68,93,83,80,72,0.5,2 DL,Allen Bailey,27,2011,79,76,92,89,84,78,6.3,4 DL,David King,26,2013,68,62,92,83,75,81,0.6,1 DL,Rakeem Nunez-Roches,22,2015,73,55,78,80,74,76,0.6,4 LB,Dezman Moses,27,2012,62,63,91,71,83,62,0.7,1 LB,Ramik Wilson,23,2015,83,58,92,84,62,70,0.7,4 LB,Tamba Hali,18,2016,99,92,95,82,95,94,7,3 LB,Josh Mauga,29,2009,58,76,75,82,72,79,2.8,3 LB,Derrick Johnson,20,2015,99,93,99,93,61,94,7,3 LB,Justin Houston,21,2015,99,95,93,92,98,88,16.8,6 LB,Dee Ford,25,2014,92,97,97,76,73,63,2,4 LB,DJ Alexander,24,2015,78,46,76,77,52,53,0.6,4 LB,Andy Mulumba,26,2013,62,62,88,72,68,63,0.6,1 LB,Frank Zombo,29,2010,58,77,85,82,74,74,1.2,3 LB,Jonathan Massaquoi,28,2012,76,72,91,73,83,66,0.7,1 END_PLAYERS Oakland Raiders,OAK QB,Matt McGloin,26,2013,61,71,92,79,72,45,2.6,1 QB,Derek Carr,25,2014,87,70,92,96,80,51,1.3,4 RB,Latavius Murray,25,2013,71,66,78,85,92,63,0.6,4 RB,Marcel Reece,30,2008,58,83,95,78,87,60,3.7,3 RB,Roy Helu Jr,27,2011,79,79,79,63,90,75,2.1,2 WR,Seth Roberts,25,2014,63,61,90,72,90,72,0.5,1 WR,Amari Cooper,22,2015,103,68,84,97,92,86,5.7,4 WR,Andre Holmes,28,2011,60,71,82,80,86,74,2,1 WR,Michael Crabtree,28,2009,87,82,85,87,84,72,8.5,4 WR,Nathan Palmer,27,2012,63,60,90,74,92,84,0.5,1 OL,Donald Penn,33,2006,54,90,89,94,83,95,6,2 OL,Rodney Hudson,26,2011,84,85,92,82,90,89,8.9,5 OL,Kelechi Osemele,26,2012,85,81,80,92,94,84,11.7,5 OL,Khalif Barnes,34,2005,65,83,85,90,72,77,1.5,1 OL,Austin Howard,29,2010,58,81,90,89,84,71,6,5 OL,Gabe Jackson,24,2014,82,75,92,91,85,91,0.7,4 OL,Menelik Watson,27,2013,86,69,92,84,78,72,1.2,4 OL,Jon Feliciano,24,2015,78,64,90,81,78,73,0.7,4 K,Marquette King,27,2012,60,75,90,94,90,82,3.3,5 K,Giorgio Tavecchio,25,2012,64,55,90,90,85,72,0.5,2 K,Sebastian Janikowski,38,2000,78,92,68,107,83,65,3.8,4 S,Reggie Nelson,32,2007,85,81,95,87,92,74,4.3,2 S,Karl Joseph,22,2016,95,65,85,89,92,85,3,4 S,Nate Allen,28,2010,83,79,81,81,89,67,3,1 S,Larry Asante,28,2010,65,64,87,68,86,79,1.5,1 S,Chris Hackett,22,2015,64,39,93,66,89,62,0.5,1 S,Brynden Trawick,26,2013,61,48,92,71,83,83,0.8,1 S,Charles Woodson,39,1997,65,94,85,99,88,55,3.2,1 S,Dewey McDonald,26,2014,63,48,93,73,89,80,0.6,2 CB,Neiko Thorpe,26,2012,61,51,92,71,90,35,2.6,1 CB,Dexter McDonald,24,2015,68,46,90,73,91,61,0.6,4 CB,David Amerson,24,2013,86,68,91,77,92,63,1,4 CB,Sean Smith,28,2009,82,88,96,105,90,71,9.5,4 CB,Keith McGill,27,2014,82,49,84,84,88,71,0.7,4 CB,DJ Hayden,25,2013,91,72,76,83,89,77,2.6,4 DL,Justin Ellis,25,2014,82,72,88,84,75,84,0.7,4 DL,Denico Autry,25,2014,62,62,88,75,80,73,0.6,1 DL,Stacy McGee,26,2013,71,69,85,85,77,80,0.6,4 DL,Dan Williams,29,2010,83,87,94,96,82,95,6.3,4 DL,Mario Edwards Jr,22,2015,88,48,83,88,79,87,1.5,4 DL,Damontre Moore,23,2013,82,65,90,65,89,64,0.7,1 LB,Colton Underwood,24,2014,64,64,88,78,82,63,0.5,1 LB,John Lotulelei,24,2013,61,62,87,83,65,64,0.6,2 LB,Neiron Ball,23,2015,78,46,67,79,71,48,0.6,4 LB,Khalil Mack,25,2014,103,78,96,105,101,89,4.7,4 LB,Ben Heeney,23,2015,78,57,85,79,64,69,0.6,4 LB,Malcolm Smith,26,2011,64,77,88,77,61,75,3.5,2 LB,Daren Bates,25,2013,61,64,88,79,54,45,0.7,1 LB,Korey Toomer,27,2012,77,57,75,73,57,41,0.6,1 LB,Bruce Irvin,26,2012,90,75,94,89,91,75,9.3,4 LB,Aldon Smith,26,2011,99,76,88,88,95,78,5.8,2 END_PLAYERS San Diego Chargers,SD QB,Philip Rivers,34,2004,92,89,98,87,90,20,20.8,4 QB,Kellen Clemens,33,2006,80,70,85,83,73,20,1.1,1 QB,Zach Mettenberger,24,2014,72,62,82,95,76,39,0.6,4 RB,Danny Woodhead,31,2008,57,84,79,42,88,83,2.8,2 RB,Melvin Gordon,23,2015,93,63,92,69,91,89,2.7,4 RB,Donald Brown,29,2009,83,78,80,81,86,52,1,1 RB,Dreamius Smith,23,2015,64,44,84,78,90,64,0.5,3 RB,Branden Oliver,25,2014,63,65,90,67,87,83,0.5,3 WR,Isaiah Burse,24,2014,63,47,93,75,86,83,0.5,1 WR,Stevie Johnson,29,2008,67,87,95,87,86,79,3.5,3 WR,Malcom Floyd,34,2004,65,88,88,88,82,40,3.9,3 WR,Javontee Herndon,24,2014,64,53,89,72,90,85,0.5,2 WR,Travis Benjamin,26,2012,80,75,82,76,93,87,6,4 WR,Dontrelle Inman,27,2011,63,67,92,79,87,72,0.6,1 WR,Antonio Gates,36,2003,51,95,77,101,78,69,5.5,2 WR,Keenan Allen,24,2013,81,78,88,103,85,64,11.3,4 WR,Torrence Allen,25,2014,63,62,91,81,91,66,0.5,1 OL,Trevor Robinson,26,2012,61,73,90,89,81,73,0.9,2 OL,Chris Watt,25,2014,82,68,87,90,86,75,0.7,4 OL,DJ Fluker,25,2013,91,76,92,91,89,72,2.9,4 OL,Kenny Wiggins,27,2011,62,73,92,84,81,72,0.6,1 OL,JD Walton,29,2010,65,80,89,78,72,82,0.7,1 OL,Joe Barksdale,28,2011,79,77,90,88,87,74,5.9,4 OL,King Dunlap,30,2008,61,84,82,95,94,82,7,4 OL,Chris Hairston,27,2011,81,74,92,87,85,81,1.5,2 OL,Orlando Franklin,28,2011,84,82,88,93,87,90,7.3,5 OL,Johnnie Troutman,28,2012,65,75,82,92,73,72,0.6,4 OL,Matt Slauson,30,2009,67,84,85,91,89,78,0.5,2 K,Kasey Redfern,24,2014,64,65,85,80,80,70,0.5,1 K,Josh Lambo,25,2015,63,44,92,88,86,74,0.5,3 S,Darrell Stuckey,26,2010,79,65,75,81,87,64,1.9,4 S,Jahleel Addae,26,2013,61,72,92,75,86,81,2.6,1 S,Dwight Lowery,30,2008,76,80,90,78,89,54,2.4,3 S,Adrian Phillips,24,2014,64,52,92,74,89,64,0.6,2 CB,Greg Ducre,24,2014,63,54,88,70,90,47,0.5,3 CB,Brandon Flowers,30,2008,81,92,90,92,92,76,9.1,4 CB,Casey Hayward,26,2012,85,80,87,95,88,45,5.1,3 CB,Richard Crawford,25,2012,72,57,90,80,89,42,0.6,1 CB,Jason Verrett,25,2014,87,72,86,85,93,65,2,4 CB,Steve Williams,25,2013,76,67,86,73,92,42,0.6,4 CB,Craig Mager,24,2015,83,45,92,79,92,62,0.7,4 CB,Cassius Vaughn,28,2010,65,73,88,76,89,35,0.7,1 DL,Ryan Carrethers,25,2014,77,59,94,94,72,89,0.6,4 DL,Darius Philon,22,2015,73,40,89,79,63,64,0.6,4 DL,Tenny Palepoi,25,2014,63,65,88,89,77,77,0.5,3 DL,Corey Liuget,26,2011,89,83,95,91,84,88,10.3,5 DL,Brandon Mebane,31,2007,75,89,88,92,81,85,4.5,3 DL,Damion Square,27,2013,62,69,87,80,81,68,0.7,1 DL,Sean Lissemore,28,2010,64,78,90,84,79,76,2,3 DL,Ben Gardner,25,2014,68,52,83,74,79,76,0.5,1 LB,Tourek Williams,25,2013,71,66,84,79,84,57,0.6,4 LB,Joe Mays,30,2008,65,81,95,87,76,77,0.9,1 LB,Denzel Perryman,22,2015,88,66,93,84,68,71,1.2,4 LB,Jeremiah Attaochu,23,2014,87,67,90,72,89,65,1.1,4 LB,Cordarro Law,27,2012,65,62,90,71,69,55,0.5,2 LB,Manti Te'o,25,2013,86,77,91,85,71,84,1.3,4 LB,Melvin Ingram,27,2012,91,73,88,78,78,68,2.1,4 LB,Joey Bosa,20,2016,105,65,85,81,92,76,6.5,4 LB,Kyle Emanuel,24,2015,78,47,92,70,84,62,0.6,4 END_PLAYERS Chicago Bears,CHI QB,David Fales,25,2014,73,54,94,83,81,42,0.6,2 QB,Brian Hoyer,30,2009,57,73,86,84,74,40,2,1 QB,Jay Cutler,33,2006,84,70,90,98,76,25,18.1,7 RB,Ka'Deem Carey,23,2014,82,65,90,84,82,72,0.7,4 RB,Jeremy Langford,24,2015,83,49,88,81,92,57,0.7,4 RB,Senorise Perry,24,2014,62,51,83,44,92,74,0.5,3 RB,Jacquizz Rodgers,26,2011,74,75,87,78,86,73,0.8,1 WR,Eddie Royal,30,2008,81,87,90,86,88,88,5,3 WR,Marquess Wilson,23,2013,66,67,92,81,87,74,0.6,4 WR,Marc Mariani,29,2010,68,78,87,72,86,85,0.8,1 WR,Deonte Thompson,27,2012,61,60,86,69,93,74,0.8,1 WR,Kevin White,22,2015,103,53,92,88,94,67,4.1,4 WR,Zach Miller,31,2009,68,66,82,72,84,70,2.8,2 WR,Alshon Jeffery,26,2012,85,82,91,93,88,66,14.6,1 OL,Martin Wallace,26,2013,63,60,90,83,80,72,0.5,1 OL,Kyle Long,27,2013,91,76,89,84,83,92,2.1,4 OL,Hroniss Grasu,24,2015,88,62,87,76,74,83,0.8,4 OL,Charles Leno,24,2014,67,66,90,79,75,78,0.6,4 OL,Ted Larsen,29,2010,68,80,92,79,83,78,1.7,1 OL,Will Montgomery,33,2006,65,88,92,92,79,87,1,1 OL,Jason Weaver,27,2013,63,61,88,88,77,74,0.5,2 OL,Bobby Massie,26,2012,80,75,90,83,83,80,6,3 OL,Nate Chandler,27,2012,61,71,88,83,83,72,0.5,1 OL,Nick Becton,26,2013,62,57,90,76,73,76,0.7,1 K,Pat O'Donnell,25,2014,72,72,85,91,87,87,0.6,4 K,Robbie Gould,34,2005,53,91,90,104,96,54,3.8,4 S,Ryan Mundy,31,2008,65,80,91,74,86,85,1.5,2 S,Antrel Rolle,33,2005,65,87,89,81,88,60,3.8,3 S,Omar Bolden,27,2012,80,61,74,74,87,51,0.8,1 S,Adrian Amos,23,2015,78,42,92,81,92,55,0.6,4 S,Chris Prosinski,29,2011,79,70,93,70,90,67,0.8,1 CB,Alan Ball,31,2007,65,82,87,87,86,58,3,1 CB,Bryce Callahan,24,2015,63,41,88,70,94,41,0.5,2 CB,Demontre Hurst,25,2013,62,64,92,79,91,35,0.6,2 CB,Tracy Porter,29,2008,81,79,76,71,92,40,4,3 CB,Kyle Fuller,24,2014,92,75,88,86,92,73,2.4,4 CB,Sherrick McManis,28,2010,73,65,76,79,89,67,1.4,2 DL,Greg Scruggs,25,2012,66,55,90,81,81,66,0.7,2 DL,Eddie Goldman,22,2015,88,60,85,81,77,85,1.4,4 DL,Mitch Unrein,29,2010,59,73,88,84,79,75,1.1,2 DL,Ego Ferguson,24,2014,87,67,89,83,76,84,1,4 DL,Will Sutton,24,2014,82,65,87,82,81,80,0.7,4 DL,Akiem Hicks,26,2012,80,76,93,82,86,83,5,2 LB,Jerrell Freeman,30,2008,60,77,92,83,79,80,4,3 LB,Lamin Barrow,25,2014,77,55,93,78,59,64,0.6,2 LB,Lamarr Houston,28,2010,83,82,87,82,83,83,7,5 LB,Sam Acho,27,2011,79,71,95,82,82,76,0.8,1 LB,Willie Young,30,2010,68,76,90,73,72,74,3,3 LB,Danny Trevathan,26,2012,70,78,94,92,75,83,6.1,4 LB,Pernell McPhee,27,2011,74,85,87,82,96,85,7.8,5 LB,Leonard Floyd,23,2016,105,65,85,80,85,80,3.9,4 LB,Cornelius Washington,26,2013,71,60,87,91,86,77,0.6,4 LB,Christian Jones,25,2014,62,69,94,76,57,60,0.5,3 END_PLAYERS Detroit Lions,DET QB,Matthew Stafford,28,2009,97,76,84,99,85,39,17.7,3 QB,Dan Orlovsky,32,2005,69,70,91,79,72,20,1.1,1 RB,George Winn,25,2013,62,54,90,86,87,66,0.6,1 RB,Zach Zenner,24,2015,63,51,88,82,86,48,0.5,3 RB,Stevan Ridley,27,2011,84,74,82,90,81,69,0.8,1 RB,Ameer Abdullah,23,2015,88,61,84,61,87,87,1,4 RB,Theo Riddick,25,2013,71,68,92,64,82,87,0.6,4 WR,Eric Ebron,23,2014,92,62,90,78,86,75,3.1,4 WR,Ryan Spadola,25,2013,63,52,92,76,88,72,0.6,2 WR,Brandon Pettigrew,31,2009,87,81,89,75,75,40,4,4 WR,Lance Moore,32,2005,65,84,86,81,82,77,1.1,1 WR,Corey Fuller,25,2013,77,65,90,78,90,79,0.6,1 WR,Andre Caldwell,31,2008,76,79,75,76,89,85,0.9,1 WR,Jeremy Kerley,27,2011,74,81,90,86,84,90,0.9,1 WR,TJ Jones,23,2014,73,51,94,80,89,81,0.6,4 WR,Golden Tate,27,2010,83,85,89,92,88,98,6.2,5 WR,Marvin Jones,26,2012,75,74,75,84,88,75,8,5 WR,Andre Roberts,28,2010,79,77,93,78,89,85,0.5,1 OL,Larry Warford,25,2013,86,79,97,89,82,94,0.8,4 OL,Michael Ola,28,2014,62,70,92,84,76,79,0.6,2 OL,Cornelius Lucas,24,2014,62,69,92,75,75,79,0.5,3 OL,Corey Robinson,24,2015,68,46,91,89,79,79,0.6,4 OL,Gabe Ikard,25,2014,62,71,92,73,73,76,0.6,2 OL,Riley Reiff,27,2012,90,77,93,87,89,87,2,4 OL,Taylor Decker,21,2016,95,65,85,85,94,81,2.7,4 OL,Laken Tomlinson,24,2015,88,64,92,87,85,78,2.1,4 OL,Travis Swanson,25,2014,82,73,94,82,85,73,0.7,4 OL,Geoff Schwartz,29,2008,62,76,79,91,86,75,0.8,1 K,Sam Martin,26,2013,76,80,92,96,95,72,0.6,4 K,Matt Prater,31,2006,55,79,85,96,89,71,3,3 S,Tavon Wilson,26,2012,85,68,95,78,87,69,1.1,2 S,James Ihedigbo,32,2007,65,80,91,77,83,85,1.6,2 S,Rafael Bush,29,2010,59,74,87,80,85,90,1.5,1 S,Johnson Bademosi,25,2012,60,69,93,77,88,65,2.3,2 S,Glover Quin,30,2009,77,84,88,91,91,73,4.7,5 S,Don Carey,29,2009,67,68,87,73,92,74,1,3 CB,Nevin Lawson,25,2014,77,61,89,76,89,56,0.6,4 CB,Darius Slay,25,2013,86,77,92,87,93,74,1.3,4 CB,Crezdon Butler,29,2010,73,63,95,76,89,42,0.8,1 CB,Josh Wilson,31,2007,65,82,91,74,92,70,1,1 CB,Alex Carter,21,2015,84,50,84,83,89,55,0.8,4 CB,Darrin Walls,28,2011,59,71,92,81,89,65,0.8,1 CB,Quandre Diggs,23,2015,73,49,92,78,86,68,0.6,4 DL,Haloti Ngata,32,2006,84,95,92,96,85,92,6,2 DL,Jermelle Cudjo,29,2010,65,67,92,81,79,73,0.7,1 DL,Khyri Thornton,26,2014,83,55,90,87,65,67,0.7,4 DL,Wallace Gilberry,31,2008,56,78,90,74,84,67,1.3,1 DL,Caraun Reid,24,2014,77,60,86,75,83,72,0.6,4 DL,Khyri Thornton,26,2014,83,55,90,87,65,67,0.7,4 DL,Devin Taylor,26,2013,76,66,91,66,82,68,0.6,4 DL,Gabe Wright,24,2015,83,46,90,89,72,64,0.7,4 DL,Ezekiel Ansah,27,2013,65,74,94,94,93,76,4.6,4 DL,Stefan Charles,28,2013,61,69,90,78,80,75,1.8,1 DL,Tyrunn Walker,26,2012,60,75,85,82,77,71,1.6,1 DL,Darryl Tapp,31,2006,65,73,89,71,64,65,1,1 LB,Jon Bostic,25,2013,86,74,95,85,63,73,1,4 LB,Josh Bynes,26,2011,60,72,84,83,71,73,0.9,2 LB,Zaviar Gooden,26,2013,82,68,84,75,61,66,0.6,1 LB,Tahir Whitehead,26,2012,75,79,96,91,77,81,4,2 LB,Khaseem Greene,27,2013,82,70,85,76,58,69,0.6,2 LB,DeAndre Levy,29,2009,77,97,95,96,80,95,8.4,4 LB,Jerry Franklin,28,2012,61,65,95,82,55,68,0.7,1 LB,Kyle Van Noy,26,2014,87,62,87,82,81,72,1.3,4 LB,Stephen Tulloch,31,2006,74,91,91,90,74,94,5.1,5 END_PLAYERS Green Bay Packers,GB QB,Aaron Rodgers,32,2005,83,95,88,105,102,90,22,5 QB,Brett Hundley,23,2015,78,47,90,91,68,70,0.6,4 RB,John Crockett,24,2015,64,38,90,71,85,78,0.5,2 RB,James Starks,30,2010,68,75,78,80,86,71,3,2 RB,Aaron Ripkowski,23,2015,73,52,88,60,82,37,0.6,4 RB,Eddie Lacy,25,2013,86,85,89,97,85,82,0.8,4 WR,Jordy Nelson,31,2008,81,96,87,106,97,79,9.8,4 WR,Jeff Janis,25,2014,67,64,95,79,93,55,0.6,4 WR,Davante Adams,23,2014,87,70,92,85,86,74,1,4 WR,Randall Cobb,25,2011,84,87,87,94,88,94,10,4 WR,Jared Abbrederis,25,2014,72,62,89,81,88,69,0.5,3 WR,Richard Rodgers,24,2014,82,68,88,79,78,62,0.7,4 WR,Ty Montgomery,23,2015,83,55,84,75,89,77,0.7,4 OL,David Bakhtiari,24,2013,81,82,89,84,73,92,0.7,4 OL,Lane Taylor,26,2013,61,61,90,89,75,73,2.1,2 OL,Josh Sitton,30,2008,71,92,84,92,88,96,6.8,5 OL,Bryan Bulaga,27,2010,88,80,77,87,83,94,6.8,5 OL,TJ Lang,28,2009,77,89,92,86,91,90,5.2,4 OL,JC Tretter,25,2013,81,65,85,89,79,79,0.6,4 OL,Corey Linsley,25,2014,77,75,91,95,89,87,0.6,4 OL,Don Barclay,27,2012,60,75,89,82,77,79,0.7,1 K,Mason Crosby,31,2007,65,76,90,93,91,72,4,4 K,Tim Masthay,29,2009,58,75,92,86,79,77,1.4,4 S,Micah Hyde,25,2013,76,73,93,82,88,45,0.6,4 S,Chris Banjo,26,2013,62,52,94,75,89,74,0.7,1 S,Morgan Burnett,27,2010,83,80,85,67,88,85,6.2,4 S,Ha Ha Clinton-Dix,23,2014,92,71,95,84,88,83,2.1,4 CB,Sam Shields,28,2010,58,82,90,88,88,50,9.8,4 CB,Damarious Randall,23,2015,88,53,90,83,91,61,2,4 CB,LaDarius Gunter,24,2015,63,42,91,75,90,70,0.5,3 CB,Quinten Rollins,23,2015,88,49,92,83,88,74,0.9,4 CB,Demetri Goodson,27,2014,72,62,75,78,89,56,0.6,4 DL,Christian Ringo,24,2015,74,48,85,80,82,67,0.5,1 DL,Letroy Guion,29,2008,71,77,88,84,82,70,3.7,3 DL,Datone Jones,25,2013,86,66,87,76,67,70,1.9,4 DL,Mike Pennel,25,2014,62,64,92,87,76,78,0.5,3 DL,Kenny Clark,20,2016,90,65,85,90,89,86,2.3,4 DL,Mike Daniels,27,2012,75,82,84,78,75,82,10.3,4 LB,Lerentee McCray,25,2013,61,66,74,73,79,58,0.8,1 LB,Jake Ryan,24,2015,78,58,78,83,75,71,0.7,4 LB,Carl Bradford,23,2014,83,69,95,79,65,72,0.5,1 LB,Sam Barrington,25,2013,66,70,94,87,79,69,0.6,4 LB,Julius Peppers,36,2002,90,94,90,80,78,85,8.7,3 LB,Clay Matthews,30,2009,82,90,88,100,95,98,13.2,5 LB,Nick Perry,26,2012,85,76,97,81,83,73,5.1,1 END_PLAYERS Minnesota Vikings,MIN QB,Teddy Bridgewater,23,2014,87,77,89,87,83,70,1.7,4 QB,Shaun Hill,36,2002,50,79,80,77,73,20,3.3,2 QB,Taylor Heinicke,23,2015,63,48,89,79,77,65,0.5,3 RB,Adrian Peterson,31,2007,95,91,87,104,100,102,14,3 RB,Matt Asiata,28,2011,60,80,95,90,77,40,0.8,1 RB,Zach Line,26,2013,61,51,92,83,83,54,1.7,1 RB,Jerick McKinnon,24,2014,82,64,85,51,93,87,0.7,4 WR,Charles Johnson,27,2013,71,71,90,83,91,69,0.5,3 WR,Jarius Wright,26,2012,80,76,94,83,91,86,3.7,4 WR,Adam Thielen,25,2013,62,71,90,80,88,64,0.6,1 WR,Stefon Diggs,22,2015,78,59,76,84,90,88,0.6,4 WR,Cordarrelle Patterson,25,2013,86,69,94,72,90,95,1.8,4 WR,Laquon Treadwell,21,2016,95,75,85,91,85,85,2.5,4 WR,Kyle Rudolph,26,2011,84,74,78,81,75,49,7.3,5 OL,TJ Clemmings,24,2015,83,45,92,84,85,78,0.7,4 OL,Andre Smith,29,2009,97,77,88,95,85,88,3.5,1 OL,Brandon Fusco,27,2011,74,75,84,89,80,85,4.9,5 OL,Alex Boone,29,2009,58,86,90,90,87,84,6.7,4 OL,Matt Kalil,26,2012,100,84,92,89,82,73,4.9,4 OL,John Sullivan,30,2008,66,93,94,87,90,78,5.6,3 OL,Austin Shepherd,24,2015,68,60,92,73,77,71,0.6,4 OL,Joe Berger,34,2005,63,77,90,85,84,79,1.1,2 K,Jeff Locke,26,2013,76,68,97,87,86,72,0.6,4 K,Blair Walsh,26,2012,70,78,95,104,94,70,3.3,4 S,Michael Griffin,31,2007,85,81,94,74,90,74,2.5,1 S,Andrew Sendejo,28,2010,59,72,90,78,88,81,4,4 S,Harrison Smith,27,2012,85,82,95,92,90,92,10.3,5 CB,Captain Munnerlyn,28,2009,67,84,91,90,92,65,3.8,3 CB,Jabari Price,23,2014,67,48,87,79,90,48,0.6,4 CB,Xavier Rhodes,26,2013,86,78,88,93,90,70,2,4 CB,Terence Newman,37,2003,91,91,88,83,85,65,2.5,1 CB,Melvin White,25,2013,62,69,92,80,83,58,0.6,1 CB,Marcus Sherels,28,2010,59,70,88,70,96,39,2,2 CB,Trae Waynes,23,2015,93,58,88,97,92,40,3.2,4 DL,Justin Trattou,27,2011,60,59,87,75,76,70,0.8,1 DL,Brian Robison,33,2007,75,87,94,82,60,65,5.6,4 DL,Zach Moore,25,2014,72,49,92,78,71,79,0.6,3 DL,Danielle Hunter,21,2015,83,47,90,77,58,65,0.7,4 DL,Bruce Gaston,24,2014,64,58,94,92,78,81,0.6,1 DL,Kenrick Ellis,28,2011,79,69,88,92,81,85,0.8,1 DL,Linval Joseph,27,2010,83,77,87,95,82,88,6.3,5 DL,Scott Crichton,24,2014,87,57,94,83,81,75,0.8,4 DL,Everson Griffen,28,2010,78,82,88,76,94,71,8.5,5 DL,Sharrif Floyd,24,2013,91,76,93,84,88,91,2,4 DL,Tom Johnson,31,2006,59,78,87,81,88,74,2.3,3 DL,Shamar Stephen,25,2014,72,62,90,85,76,85,0.6,4 LB,Eric Kendricks,24,2015,88,63,83,87,57,75,1.3,4 LB,Chad Greenway,33,2006,84,90,89,79,76,87,2.8,1 LB,Casey Matthews,27,2011,65,72,90,82,63,66,0.8,1 LB,Emmanuel Lamur,27,2012,60,72,88,74,63,73,2.8,2 LB,Audie Cole,27,2012,70,73,95,85,73,73,0.8,1 LB,Brandon Watts,25,2014,72,49,87,74,64,49,0.6,2 LB,Anthony Barr,24,2014,102,75,85,85,93,76,3.2,4 LB,Jason Trusnik,32,2007,65,74,88,77,71,76,0.9,1 LB,Travis Lewis,28,2012,70,70,87,80,60,68,0.8,1 LB,Edmond Robinson,24,2015,68,45,88,76,51,45,0.6,4 END_PLAYERS Dallas Cowboys,DAL QB,Tony Romo,36,2003,51,92,85,89,92,74,18,6 QB,Jameill Showers,24,2015,64,37,87,91,63,70,0.5,3 QB,Kellen Moore,26,2012,61,69,96,75,82,20,0.7,2 RB,Darren McFadden,28,2008,97,82,72,80,90,57,1.5,2 RB,Alfred Morris,27,2012,75,83,94,94,83,67,1.8,2 RB,Ezekiel Elliott,20,2016,105,85,90,87,93,85,6.2,4 RB,Lance Dunbar,26,2012,60,69,93,54,91,86,1.3,1 WR,Gavin Escobar,25,2013,86,64,95,83,76,76,1.1,4 WR,Terrance Williams,26,2013,86,78,92,88,87,71,0.7,4 WR,Cole Beasley,27,2012,60,77,91,86,87,82,3.4,4 WR,James Hanna,26,2012,70,70,90,71,89,73,2.8,3 WR,Jason Witten,34,2003,76,97,95,95,76,35,7.4,5 WR,Vince Mayle,25,2015,84,52,91,79,83,62,0.5,3 WR,Rodney Smith,26,2013,62,50,89,72,87,65,0.7,3 WR,Brice Butler,26,2013,71,70,88,77,92,63,0.6,4 WR,Devin Street,25,2014,77,65,90,82,87,59,0.6,4 WR,Dez Bryant,27,2010,88,90,88,108,94,92,14,5 OL,Tyron Smith,25,2011,99,84,87,88,96,94,12.2,8 OL,Jared Smith,26,2013,69,64,74,84,80,72,0.5,2 OL,Doug Free,32,2007,75,86,93,82,92,81,5,3 OL,Zack Martin,25,2014,92,75,97,89,89,96,2.2,4 OL,Bryan Witzmann,26,2014,63,62,94,80,81,71,0.5,1 OL,La'el Collins,22,2015,63,50,92,83,88,76,0.5,3 OL,Joe Looney,25,2012,81,68,85,82,79,68,0.8,2 OL,Travis Frederick,25,2013,86,84,91,90,99,84,1.7,4 K,Dan Bailey,28,2011,59,84,88,103,106,69,3.2,7 K,Chris Jones,25,2013,72,75,92,92,89,82,0.6,4 S,Barry Church,28,2010,58,81,97,71,87,92,2.2,4 S,Danny McCray,28,2010,65,69,89,74,85,73,0.8,1 S,Jeff Heath,25,2013,61,58,91,75,88,65,1.9,4 S,JJ Wilcox,27,2013,81,67,90,76,91,87,0.7,4 CB,Byron Jones,23,2015,88,56,86,85,94,60,2.2,4 CB,Brandon Carr,30,2008,71,83,97,79,92,50,10,5 CB,Morris Claiborne,26,2012,100,69,88,75,89,44,3,1 CB,Isaiah Frey,26,2012,72,67,92,81,89,73,0.6,1 CB,Orlando Scandrick,29,2008,71,84,94,97,92,62,3.8,5 DL,Tyrone Crawford,26,2012,81,73,87,81,89,82,9,5 DL,Jack Crawford,27,2012,75,67,84,69,82,76,1.1,1 DL,Ryan Russell,24,2015,78,49,83,77,80,64,0.6,4 DL,Terrell McClain,27,2011,84,74,87,92,81,82,1,3 DL,DeMarcus Lawrence,24,2014,88,61,92,76,88,68,1.4,4 DL,Randy Gregory,23,2015,88,45,82,73,71,66,1,4 DL,Greg Hardy,27,2010,65,80,83,86,94,82,11.3,1 DL,Cedric Thornton,28,2011,60,79,90,88,79,88,4.3,4 DL,Casey Walker,26,2013,63,54,88,85,78,72,0.5,3 DL,Nick Hayden,30,2008,65,82,90,84,71,73,0.8,1 DL,Lawrence Okoye,24,2013,63,33,90,85,81,61,0.5,1 DL,Benson Mayowa,24,2013,61,63,88,70,64,49,2.8,3 DL,Jeremy Mincey,32,2007,65,83,91,86,84,78,1.5,2 LB,Rolando McClain,26,2010,100,86,89,92,80,85,4,1 LB,Anthony Hitchens,24,2014,82,74,94,84,73,76,0.7,4 LB,Mark Nzeocha,26,2015,68,45,76,81,56,42,0.6,4 LB,Brandon Hepburn,26,2013,69,66,91,82,62,72,0.5,1 LB,Damien Wilson,23,2015,78,59,88,81,65,70,0.7,4 LB,Kyle Wilber,27,2012,80,74,88,84,66,73,1.6,2 LB,Andrew Gachkar,27,2011,65,77,85,82,79,76,1.8,2 LB,Sean Lee,29,2010,83,87,73,92,93,95,7,6 END_PLAYERS New York Giants,NYG QB,BJ Daniels,26,2013,67,45,85,84,71,64,0.6,2 QB,Ryan Nassib,26,2013,82,52,95,88,85,37,0.7,4 QB,Eli Manning,35,2004,92,90,98,89,87,30,21,4 RB,Orleans Darkwa,24,2014,63,62,85,85,90,57,0.6,1 RB,Nikita Whitlock,25,2014,64,49,92,75,78,42,0.5,2 RB,Rashad Jennings,31,2009,63,81,94,90,84,59,2.5,4 RB,Shane Vereen,27,2011,85,79,87,53,87,84,4.1,3 RB,Will Johnson,27,2012,59,72,93,71,79,58,1.2,2 RB,Andre Williams,23,2014,83,70,82,88,86,67,0.7,4 RB,Bobby Rainey,28,2012,59,72,93,59,87,83,0.8,1 WR,Larry Donnell,27,2012,62,74,92,82,73,49,1.7,1 WR,Myles White,26,2013,62,57,91,76,90,85,0.6,1 WR,Geremy Davis,24,2015,74,43,83,84,89,64,0.6,4 WR,Odell Beckham JR,23,2014,92,82,94,97,92,94,2.6,4 WR,Victor Cruz,29,2010,59,84,85,87,88,91,8.6,5 WR,Dwayne Harris,28,2011,69,77,88,83,86,88,3.5,5 WR,Hakeem Nicks,28,2009,65,81,79,85,85,61,0.7,1 WR,Tavarres King,25,2013,77,58,87,73,89,88,0.6,2 OL,Byron Stingily,27,2011,69,69,92,82,77,79,0.8,1 OL,Dallas Reynolds,32,2009,65,71,90,88,80,69,0.7,1 OL,Justin Pugh,25,2013,91,74,90,83,78,83,2.1,4 OL,Weston Richburg,24,2014,87,72,92,85,75,82,1.2,4 OL,John Jerry,30,2010,84,77,79,90,79,77,1.7,2 OL,Ereck Flowers,22,2015,103,57,85,95,86,82,3.6,4 OL,Adam Gettis,27,2012,78,57,77,78,81,73,0.7,1 OL,Dillon Farrell,25,2014,62,58,92,84,80,73,0.5,1 OL,Ryan Seymour,26,2013,72,64,92,83,80,70,0.6,1 OL,Bobby Hart,21,2015,68,59,93,84,81,69,0.6,4 OL,Brandon Mosley,27,2012,65,56,88,93,82,71,0.6,4 OL,Shane McDermott,24,2015,64,64,90,82,70,76,0.5,2 OL,Marshall Newhouse,27,2010,74,78,91,88,81,76,1.5,2 K,Josh Brown,37,2003,62,84,90,89,92,64,2,2 K,Brad Wing,25,2013,63,67,84,89,84,73,0.6,1 S,Cooper Taylor,26,2013,77,50,99,75,88,73,0.6,2 S,Craig Dahl,30,2007,65,74,90,69,88,75,0.9,1 S,Landon Collins,22,2015,90,52,87,64,90,90,1.5,4 S,Nat Berhe,24,2014,77,44,92,71,90,80,0.6,4 S,Mykkele Thompson,23,2015,79,42,91,72,92,63,0.6,4 CB,Trevin Wade,26,2012,66,47,87,73,88,44,0.6,2 CB,Dominique Rodgers-Cromartie,30,2008,87,89,90,86,95,50,7,5 CB,Trumaine McBride,30,2007,65,75,89,79,89,52,1.4,2 CB,Leon McFadden,25,2013,86,60,90,79,91,33,0.7,2 CB,Jayron Hosley,25,2012,65,66,88,81,92,32,0.7,4 CB,Janoris Jenkins,27,2012,84,75,89,82,92,50,12.5,5 CB,Tramain Jacobs,24,2014,62,48,90,74,90,49,0.6,2 CB,Eli Apple,20,2016,95,65,85,84,94,70,3.8,4 CB,Bennett Jackson,24,2014,73,42,95,81,90,60,0.5,1 DL,Johnathan Hankins,24,2013,87,78,92,93,89,94,1,4 DL,Stansly Maponga,25,2013,76,67,83,78,63,55,0.6,2 DL,Olivier Vernon,25,2012,85,75,90,93,89,74,17,5 DL,Jay Bromley,24,2014,87,54,95,84,84,81,0.8,4 DL,Kerry Wynn,25,2014,63,55,94,86,76,77,0.5,3 DL,Owamagbe Odighizuwa,24,2015,89,49,74,79,82,75,0.8,4 DL,Jason Pierre-Paul,27,2010,89,85,93,85,58,81,10,1 DL,Damon Harrison,27,2012,59,83,90,92,85,97,9.3,5 DL,Cullen Jenkins,35,2003,65,86,91,87,82,75,2.7,3 DL,Montori Hughes,25,2013,76,65,94,84,81,80,0.6,2 DL,George Selvie,29,2010,65,76,86,64,71,64,1,1 LB,Mark Herzlich,28,2011,60,77,80,90,55,85,1.3,2 LB,Devon Kennard,24,2014,78,74,80,83,88,74,0.6,4 LB,Jasper Brinkley,30,2009,72,80,83,91,74,78,1.8,1 LB,JT Thomas,27,2011,70,74,81,77,57,76,3.3,3 LB,Kelvin Sheppard,28,2011,84,74,95,82,66,71,0.8,1 LB,Jonathan Casillas,29,2009,57,75,77,76,53,79,2.7,3 LB,Keenan Robinson,26,2012,79,76,85,87,64,74,2.6,1 END_PLAYERS Philadelphia Eagles,PHI QB,Sam Bradford,28,2010,98,76,71,87,75,29,17.5,2 QB,Chase Daniel,29,2009,57,70,90,82,71,50,7,3 QB,Carson Wentz,23,2016,105,75,85,93,89,83,6.7,4 RB,Trey Burton,24,2014,62,55,95,57,86,83,0.5,3 RB,Kenjon Barner,27,2013,72,49,90,46,87,92,0.6,2 RB,Darren Sproles,33,2005,68,87,87,40,87,88,3.5,3 RB,Ryan Mathews,29,2010,98,79,79,86,90,77,3.7,3 WR,Trey Burton,24,2014,62,55,95,75,86,83,0.5,3 WR,Brent Celek,31,2007,70,85,90,73,74,60,4.3,3 WR,Seyi Ajirotutu,29,2010,65,67,92,77,82,55,0.8,1 WR,Chris Givens,26,2012,80,69,86,72,92,85,0.8,1 WR,Josh Huff,24,2014,82,66,87,80,88,84,0.7,4 WR,Nelson Agholor,23,2015,93,51,90,87,92,85,2.3,4 WR,Rueben Randle,25,2012,85,78,94,87,89,66,1,1 WR,TJ Graham,26,2012,86,70,92,74,90,76,0.7,1 WR,Jordan Matthews,23,2014,87,75,95,88,90,65,1.2,4 OL,Matt Tobin,26,2013,61,70,92,79,81,71,0.8,2 OL,Barrett Jones,26,2013,82,67,80,79,78,85,0.6,2 OL,Dennis Kelly,26,2012,75,68,92,86,70,79,0.9,1 OL,Allen Barbre,32,2007,76,76,88,84,83,75,1.5,3 OL,Brandon Brooks,26,2012,80,79,77,95,97,78,8,5 OL,Jason Kelce,28,2011,69,86,90,81,94,78,6.3,6 OL,Stefen Wisniewski,27,2011,84,82,94,85,88,74,1.5,1 OL,Andrew Gardner,30,2009,68,73,92,87,86,70,1.5,3 OL,Lane Johnson,26,2013,101,69,93,86,92,87,11.3,5 OL,Jason Peters,34,2004,52,87,76,98,96,97,10.3,4 K,Donnie Jones,35,2004,62,80,87,85,91,75,1.8,3 K,Caleb Sturgis,26,2013,76,74,85,93,84,75,0.6,2 K,Cody Parkey,24,2014,62,69,92,94,91,71,0.5,3 S,Chris Maragos,29,2010,58,75,90,69,90,81,1.4,3 S,Rodney McLeod,25,2012,60,74,92,83,90,75,7,5 S,Malcolm Jenkins,28,2009,87,83,96,87,92,76,8.8,4 S,Ed Reynolds,24,2014,78,49,85,76,90,79,0.5,2 CB,Randall Evans,24,2015,74,53,90,76,90,51,0.5,2 CB,Nolan Carroll,29,2010,73,72,84,75,90,55,2.4,1 CB,JaCorey Shepherd,23,2015,73,49,84,76,88,33,0.6,4 CB,Jaylen Watkins,23,2014,83,48,93,84,93,62,0.6,2 CB,Ron Brooks,27,2012,80,58,87,70,90,60,1.8,3 CB,Leodis McKelvin,30,2008,86,81,89,83,94,45,3.1,2 CB,Eric Rowe,23,2015,88,54,84,81,91,67,1.2,4 DL,Mike Martin,25,2012,80,70,87,84,83,69,0.6,1 DL,Fletcher Cox,25,2012,90,82,93,85,88,87,17.1,6 DL,Taylor Hart,25,2014,77,55,92,76,77,83,0.6,4 DL,Bennie Logan,26,2013,86,77,92,88,77,87,0.8,4 DL,Beau Allen,24,2014,72,61,93,87,74,83,0.6,4 DL,Vinny Curry,27,2012,85,73,90,77,80,69,9.5,5 DL,Steven Means,26,2013,78,50,93,69,82,83,0.6,3 LB,Brandon Graham,28,2010,88,80,78,86,93,81,6.5,4 LB,Nigel Bradham,26,2012,80,77,96,87,77,76,3.5,2 LB,Mychal Kendricks,25,2012,85,86,87,90,85,85,7.3,4 LB,Marcus Smith,24,2014,87,61,89,84,86,62,1.9,4 LB,Connor Barwin,29,2009,82,86,94,79,95,87,6,6 LB,Jordan Hicks,24,2015,83,60,74,81,64,58,0.7,4 LB,Bryan Braman,29,2011,59,75,88,78,79,70,1,2 LB,Najee Goode,27,2012,75,66,88,74,70,61,0.8,1 END_PLAYERS Washington Redskins,WAS QB,Kirk Cousins,27,2012,80,66,88,84,71,30,20,1 QB,Colt McCoy,29,2010,78,69,88,81,74,60,3,3 RB,Chris Thompson,25,2013,77,59,70,36,90,81,0.7,1 RB,Silas Redd,24,2014,62,55,82,79,82,73,0.5,3 RB,Darrel Young,29,2009,55,78,90,84,82,45,1.3,3 RB,Matt Jones,23,2015,83,56,76,90,85,60,0.7,4 WR,Jamison Crowder,23,2015,84,63,91,82,90,85,0.7,4 WR,Josh Doctson,23,2016,95,75,85,85,92,85,2.5,4 WR,Ryan Grant,25,2014,77,65,87,84,87,71,0.6,4 WR,Pierre Garcon,29,2008,66,85,90,86,87,85,8.5,5 WR,DeSean Jackson,29,2008,81,88,86,92,112,97,6,4 WR,Jordan Reed,25,2013,81,75,84,96,80,78,9.4,5 WR,Niles Paul,26,2011,74,69,93,77,88,60,2,3 OL,Austin Reiter,24,2015,74,56,91,77,77,72,0.5,2 OL,Trent Williams,27,2010,98,84,93,92,85,92,13.6,5 OL,Arie Kouandjio,24,2015,83,52,73,84,81,72,0.7,4 OL,Morgan Moses,25,2014,87,60,85,89,79,84,0.8,4 OL,Shawn Lauvao,28,2010,78,82,88,86,80,83,4.3,4 OL,Al Bond,24,2015,64,60,92,80,84,67,0.5,1 OL,Spencer Long,25,2014,82,54,78,88,83,78,0.7,4 OL,Kory Lichtensteiger,31,2008,77,88,81,82,89,86,3.5,5 OL,Brandon Scherff,24,2015,103,64,85,83,89,80,5.3,4 OL,Josh LeRibeus,26,2012,85,62,87,88,83,76,0.9,1 OL,Ty Nsekhe,30,2012,63,66,85,85,79,71,0.6,2 K,Dustin Hopkins,25,2013,72,61,87,93,81,74,0.6,3 K,Tress Way,26,2013,62,76,92,97,91,67,1.5,5 S,Kyshoen Jarrett,23,2015,73,38,82,62,90,83,0.6,4 S,Duke Ihenacho,27,2012,61,72,89,68,88,85,0.7,1 CB,DeAngelo Hall,32,2004,92,74,80,86,87,50,4.3,4 CB,Will Blackmon,31,2006,75,77,79,78,86,30,1,2 CB,Jeremy Harris,25,2013,72,63,93,75,88,50,0.5,3 CB,Cary Williams,31,2008,65,82,90,87,92,45,0.9,1 CB,Josh Norman,28,2012,75,82,97,104,91,63,15,5 CB,Greg Toler,31,2009,72,79,87,86,88,45,0.8,1 CB,Bashaud Breeland,24,2014,82,64,89,73,89,55,0.7,4 DL,Stephen Paea,28,2011,84,80,85,98,89,83,5.3,4 DL,Kendall Reyes,26,2012,85,74,90,89,77,79,2.5,1 DL,Chris Baker,28,2009,60,74,88,87,83,77,3,3 DL,Kedric Golston,33,2006,64,74,83,85,77,77,1,1 DL,Ricky Jean-Francois,29,2009,62,77,82,83,79,85,3,3 DL,Jerrell Powe,29,2011,71,72,88,92,81,85,0.8,1 DL,Lynden Trail,25,2015,64,39,94,71,68,44,0.5,2 LB,Will Compton,26,2013,62,69,91,80,72,69,0.6,1 LB,Ryan Kerrigan,27,2011,89,87,92,83,97,88,11.5,5 LB,Preston Smith,23,2015,88,55,93,79,85,67,1.4,4 LB,Martrell Spaight,22,2015,78,51,88,85,66,52,0.6,4 LB,Adam Hayward,31,2007,65,75,90,79,51,74,1,3 LB,Junior Galette,28,2010,58,90,92,79,87,87,1.6,1 LB,Trent Murphy,25,2014,87,72,90,88,84,74,1.1,4 LB,Terence Garvin,25,2013,61,62,92,78,64,65,0.8,1 LB,Mason Foster,27,2011,79,80,87,84,72,81,1.3,2 END_PLAYERS Atlanta Falcons,ATL QB,Matt Simms,27,2012,61,45,85,86,72,25,0.6,2 QB,Sean Renfree,26,2013,66,57,85,84,83,20,0.6,4 QB,Matt Ryan,31,2008,96,88,95,89,88,20,20.8,5 QB,Matt Schaub,34,2004,72,82,80,81,74,20,2.8,1 RB,Tevin Coleman,23,2015,88,53,82,85,93,70,0.8,4 RB,Devonta Freeman,24,2014,82,68,94,66,86,77,0.7,4 RB,Patrick DiMarco,27,2011,60,77,92,73,73,64,0.7,2 RB,Gus Johnson,22,2015,64,50,85,75,85,70,0.5,2 WR,Julio Jones,27,2011,99,82,83,104,102,87,14.3,5 WR,Aldrick Robinson,27,2011,71,71,90,74,91,88,0.7,1 WR,Justin Hardy,24,2015,83,57,92,87,87,81,0.7,4 WR,CJ Goodwin,26,2014,64,41,91,68,91,64,0.5,2 WR,Devin Hester,33,2006,79,81,89,74,91,94,3,3 WR,Eric Weems,30,2007,55,78,85,76,84,93,1.1,2 WR,Jacob Tamme,31,2008,71,80,88,81,82,47,1.6,2 WR,Mohamed Sanu,26,2012,80,75,92,75,86,73,6.5,5 OL,Chris Chester,33,2006,79,81,85,82,76,86,2.4,1 OL,Ryan Schraeder,28,2013,61,73,92,83,79,91,2.6,1 OL,Alex Mack,30,2009,87,85,98,91,92,86,9,5 OL,Jake Matthews,24,2014,102,75,98,85,80,82,4.1,4 OL,Ben Garland,28,2010,62,61,92,77,79,76,0.6,2 OL,Andy Levitre,30,2009,82,88,95,85,85,76,7.8,6 OL,Bryce Harris,27,2012,60,66,93,82,79,74,0.8,1 OL,James Stone,24,2014,62,72,91,79,74,73,0.5,3 OL,Tom Compton,27,2012,71,69,94,90,85,70,0.8,1 K,Matt Bosher,28,2011,69,83,92,92,97,76,2.5,5 K,Matt Bryant,41,2002,50,88,80,90,94,56,2.8,3 S,Akeem King,23,2015,68,45,92,70,89,65,0.5,2 S,Kemal Ishmael,25,2013,66,68,90,75,91,79,0.6,4 S,Keanu Neal,20,2016,95,65,85,79,90,87,2.7,4 S,Charles Godfrey,30,2008,81,73,94,72,92,69,1,1 CB,Ricardo Allen,24,2014,78,51,93,77,89,55,0.5,1 CB,DeMarcus Van dyke,27,2011,81,59,87,68,93,39,0.7,1 CB,Jalen Collins,23,2015,88,44,85,78,88,40,1.4,4 CB,Desmond Trufant,25,2013,91,79,96,94,93,42,2,4 CB,Robert Alford,27,2013,86,69,80,75,92,47,0.9,4 DL,Vic Beasley,23,2015,103,55,90,87,76,63,3.6,4 DL,Jonathan Babineaux,34,2005,78,87,88,87,65,75,3,3 DL,Adrian Clayborn,28,2011,89,71,87,87,81,81,4.3,2 DL,Ra'Shede Hageman,25,2014,87,53,94,92,83,83,1.3,4 DL,Malliciah Goodman,26,2013,76,69,95,84,76,74,0.6,4 DL,Kroy Biermann,30,2008,65,75,88,79,57,75,1.9,1 DL,Grady Jarrett,23,2015,78,51,84,89,79,64,0.6,4 DL,Tyson Jackson,30,2009,97,85,95,87,72,84,5,5 DL,Derrick Shelby,27,2012,60,68,90,76,83,73,4.5,4 LB,Courtney Upshaw,26,2012,85,77,98,88,86,76,1.3,1 LB,Tyler Starr,25,2014,67,39,94,72,63,69,0.6,2 LB,LaRoy Reynolds,25,2013,61,67,88,78,70,66,0.7,1 LB,Sean Weatherspoon,28,2010,89,81,85,76,87,77,1.5,1 LB,Brooks Reed,29,2011,84,80,93,86,85,80,4.4,5 LB,Paul Worrilow,26,2013,61,81,91,88,69,80,2.6,1 LB,Philip Wheeler,31,2008,76,85,92,82,82,80,1,1 LB,O'Brien Schofield,29,2010,65,76,78,79,65,70,1.7,1 END_PLAYERS Carolina Panthers,CAR QB,Derek Anderson,33,2005,63,73,90,92,72,20,2.4,2 QB,Joe Webb,29,2010,68,66,88,89,66,77,0.9,2 QB,Cam Newton,27,2011,99,83,96,107,97,94,20.8,5 RB,Mike Tolbert,30,2008,56,86,90,85,76,55,1.7,2 RB,Cameron Artis-Payne,25,2015,78,44,90,78,88,70,0.6,4 RB,Fozzy Whittaker,27,2012,61,66,80,56,87,72,0.7,2 RB,Jonathan Stewart,29,2008,86,79,75,70,86,96,7.3,5 WR,Corey Brown,24,2014,62,71,93,79,88,87,0.5,3 WR,Laron Byrd,26,2012,62,52,88,72,89,62,0.5,1 WR,Ted Ginn Jr,31,2007,95,80,90,76,88,90,2.1,2 WR,Kelvin Benjamin,25,2014,87,78,90,91,85,65,1.9,4 WR,Devin Funchess,22,2015,88,58,88,80,89,76,1.4,4 WR,Stephen Hill,25,2012,86,61,85,64,92,62,0.6,1 WR,Tobais Palmer,26,2013,64,60,88,69,91,78,0.5,1 WR,Brenton Bersin,26,2012,62,64,90,78,84,62,0.6,1 WR,Cobi Hamilton,25,2013,74,57,93,80,86,85,0.5,1 WR,Greg Olsen,31,2007,80,89,93,89,83,67,7.5,3 OL,Michael Oher,30,2009,87,81,97,95,75,78,3.5,2 OL,Andrew Norwell,24,2014,62,72,92,81,88,84,0.5,3 OL,Tyler Larsen,24,2014,64,58,96,93,75,77,0.5,2 OL,Tyronne Green,30,2009,65,69,88,84,80,73,0.7,1 OL,Chris Scott,28,2010,75,72,74,92,75,77,0.8,1 OL,Reese Dismukes,23,2015,64,63,85,80,78,72,0.5,1 OL,Daryl Williams,23,2015,83,56,89,87,85,73,0.7,4 OL,Trai Turner,23,2014,82,73,92,88,83,88,0.7,4 OL,Mike Remmers,27,2012,61,72,89,79,78,88,2.6,1 OL,David Yankey,24,2014,78,62,90,84,85,73,0.5,1 OL,Donald Hawkins,24,2014,63,55,90,81,75,80,0.5,3 OL,Gino Gradkowski,27,2012,80,74,93,84,78,71,1.1,3 OL,Amini Silatolu,27,2012,65,71,85,87,83,72,1.2,4 OL,Ryan Kalil,31,2007,80,90,92,88,95,75,8.4,2 K,Graham Gano,29,2009,58,81,90,98,89,77,3.1,4 K,Mike Scifres,35,2003,67,87,76,87,91,62,0.5,1 S,Tre Boston,23,2014,77,71,92,83,88,86,0.7,4 S,Dean Marlowe,23,2015,63,40,94,70,88,75,0.5,3 S,Trenton Robinson,26,2012,70,62,84,75,92,65,0.8,1 S,Colin Jones,28,2011,69,69,88,69,95,70,0.9,2 S,Kurt Coleman,27,2010,63,78,88,81,90,67,1.4,2 CB,Bene Benwikere,24,2014,65,77,93,91,86,45,0.6,4 CB,Teddy Williams,27,2010,60,54,80,67,93,15,0.9,2 CB,Charles Tillman,35,2003,65,89,76,84,85,77,2,1 CB,Robert McClain,27,2010,65,70,90,74,86,54,0.8,2 DL,Paul Soliai,32,2007,75,86,87,93,72,83,3.5,2 DL,Vernon Butler,22,2016,90,65,85,90,92,91,2.1,4 DL,Robert Thomas,25,2014,64,53,84,94,74,76,0.5,2 DL,Wes Horton,26,2013,61,72,88,76,81,73,0.7,1 DL,Matthew Masifilo,26,2012,63,67,92,93,45,45,0.6,1 DL,Mario Addison,28,2011,59,73,90,73,69,70,1.3,2 DL,Kawann Short,27,2013,86,73,95,86,87,80,1.2,4 DL,Larry Webster,26,2014,78,51,88,67,65,67,0.5,1 DL,Star Lotulelei,26,2013,91,77,88,96,86,92,2.4,4 DL,Kyle Love,29,2010,60,74,84,84,75,77,0.8,1 DL,Frank Alexander,26,2012,65,63,78,74,63,66,0.6,4 DL,Charles Johnson,29,2007,71,88,92,93,93,67,3,1 DL,Kony Ealy,24,2014,87,62,92,79,84,68,0.9,4 LB,AJ Klein,24,2013,76,72,91,82,72,75,0.6,4 LB,Thomas Davis,33,2005,83,89,79,102,92,100,9,2 LB,Luke Kuechly,25,2012,100,96,97,108,88,108,12.4,5 LB,Shaq Thompson,22,2015,88,56,93,87,64,72,2.2,4 LB,Ben Jacobs,28,2011,61,70,95,78,74,69,0.7,1 LB,David Mayo,22,2015,78,52,78,85,61,64,0.6,4 END_PLAYERS New Orleans Saints,NO QB,Drew Brees,37,2001,74,97,96,97,101,20,20,5 QB,Garrett Grayson,25,2015,83,54,83,89,75,38,0.9,4 QB,Luke McCown,34,2004,72,76,82,83,73,40,1.5,2 RB,CJ Spiller,28,2010,98,81,82,55,93,88,4,4 RB,Marcus Murphy,24,2015,68,48,77,37,86,86,0.6,4 RB,Mark Ingram,26,2011,84,79,83,87,85,69,4,4 RB,Tim Hightower,30,2008,74,79,85,85,82,55,0.8,1 RB,Travaris Cadet,27,2012,60,67,83,65,82,81,0.8,1 WR,Coby Fleener,27,2012,85,73,85,86,87,65,7.2,5 WR,Vincent Brown,27,2011,80,76,87,78,84,72,0.5,1 WR,Brandin Cooks,22,2014,92,75,92,87,95,92,2.1,4 WR,Michael Hoomanawanui,27,2010,73,77,79,75,77,35,1.7,3 WR,Josh Hill,26,2013,61,69,89,80,82,55,2.4,3 WR,Brandon Coleman,23,2014,63,46,88,82,86,63,0.5,3 OL,Tim Lelito,26,2013,61,75,96,89,85,80,1.7,1 OL,Mike McGlynn,31,2008,65,81,93,87,71,77,0.9,1 OL,Max Unger,30,2009,82,91,89,85,95,84,6.5,4 OL,Terron Armstead,24,2013,81,73,92,83,88,86,16.3,4 OL,Andrus Peat,22,2015,93,65,90,86,82,88,2.8,4 OL,Zach Strief,32,2006,64,88,91,90,82,91,4,5 OL,Senio Kelemete,26,2012,76,69,84,86,78,70,1.4,2 K,Kai Forbath,28,2011,60,73,87,86,90,66,0.8,1 K,Thomas Morstead,30,2009,72,86,95,95,91,76,3.6,6 K,Connor Barth,30,2008,57,74,84,88,93,65,0.5,1 S,Jamarca Sanford,30,2009,62,73,92,71,91,87,1,1 S,Roman Harper,33,2006,80,78,94,63,85,87,1.1,1 S,Kenny Vaccaro,25,2013,91,67,92,90,89,90,2.4,4 S,Jairus Byrd,29,2009,82,84,84,95,89,58,9,6 CB,Brandon Dixon,26,2014,73,50,90,76,90,49,0.5,1 CB,Kyle Wilson,29,2010,83,73,96,74,90,49,0.8,1 CB,Brian Dixon,26,2014,62,62,93,77,89,75,0.5,3 CB,PJ Williams,23,2015,83,51,90,82,95,74,0.8,4 CB,Keenan Lewis,30,2009,77,77,93,74,89,71,5.1,5 CB,Damian Swann,23,2015,78,55,87,78,89,55,0.6,4 CB,Tony Carter,30,2009,59,73,88,80,89,41,0.9,1 DL,Sheldon Rankins,22,2016,95,65,85,92,83,89,3.2,4 DL,Tyeler Davison,23,2015,78,49,88,91,77,85,0.6,4 DL,Nick Fairley,28,2011,89,72,87,90,92,86,3,1 DL,John Jenkins,26,2013,81,71,88,92,76,87,0.7,4 DL,Obum Gwacham,25,2015,73,38,87,74,60,59,0.6,4 DL,Kevin Williams,35,2003,65,93,88,85,78,74,1.5,1 DL,Cameron Jordan,26,2011,89,83,95,90,83,85,11,5 DL,Lawrence Virgil,25,2014,65,49,94,94,81,71,0.5,2 LB,Michael Mauti,26,2013,71,63,72,85,53,73,0.6,4 LB,Anthony Spencer,32,2007,65,80,83,72,65,80,1,1 LB,Stephone Anthony,23,2015,88,67,90,85,76,64,1.9,4 LB,James Laurinaitis,29,2009,82,87,98,78,64,97,2.8,3 LB,Nathan Stupar,28,2012,66,73,92,79,61,77,1.7,3 LB,Tony Steward,23,2015,73,49,74,78,53,70,0.5,1 LB,Craig Robertson,28,2011,60,80,87,86,75,80,1.7,3 LB,Davis Tull,24,2015,78,42,68,78,66,61,0.6,4 LB,Hau'oli Kikaha,23,2015,88,60,78,72,87,55,1.3,4 LB,Kasim Edebali,26,2014,62,64,91,71,80,65,0.5,3 LB,Dannell Ellerbe,30,2009,57,82,85,74,67,82,2.5,2 END_PLAYERS Tampa Bay Buccaneers,TB QB,Jameis Winston,22,2015,103,69,97,95,75,65,6.3,4 QB,Mike Glennon,26,2013,86,69,96,93,73,20,0.8,4 RB,Mike James,25,2013,71,65,85,76,87,64,0.6,2 RB,Doug Martin,27,2012,85,75,88,67,88,74,7.2,5 RB,Storm Johnson,23,2014,73,62,93,83,85,53,0.6,2 RB,Charles Sims,25,2014,87,65,84,64,89,77,0.8,4 WR,Freddie Martino,24,2014,64,50,90,77,89,79,0.5,1 WR,Mike Evans,22,2014,102,74,96,102,87,74,3.7,4 WR,Louis Murphy Jr,29,2009,65,78,78,77,91,87,1.6,3 WR,Kenny Bell,24,2015,78,58,86,76,93,73,0.6,4 WR,Austin Seferian-Jenkins,23,2014,87,48,83,80,86,58,1.3,4 WR,Luke Stocker,27,2011,79,72,83,66,80,44,1.6,3 WR,Vincent Jackson,33,2005,78,90,88,91,84,48,11.1,5 WR,Russell Shepard,25,2013,61,49,93,79,89,72,1.7,1 WR,Bernard Reedy,24,2014,64,61,90,80,88,81,0.5,2 WR,Evan Spencer,23,2015,74,52,91,74,91,63,0.5,2 OL,Demar Dotson,30,2009,57,82,92,87,79,91,1.5,3 OL,Kevin Pamphile,25,2014,77,65,93,82,85,74,0.6,4 OL,Evan Smith,29,2009,58,82,88,86,87,76,3.6,4 OL,Donovan Smith,22,2015,88,55,87,87,84,79,1.5,4 OL,Joe Hawley,27,2010,78,74,90,83,78,81,1.7,2 OL,Josh Allen,24,2014,64,50,90,89,78,74,0.6,2 OL,Andre Davis,22,2015,64,45,93,82,71,82,0.5,2 OL,Ali Marpet,23,2015,88,49,90,86,82,76,0.9,4 OL,Gosder Cherilus,31,2008,86,87,87,88,82,73,3.5,2 OL,JR Sweezy,27,2012,65,77,82,84,87,72,6.5,5 K,Bryan Anger,27,2012,85,78,97,95,92,72,1.8,1 K,Roberto Aguayo,22,2016,90,65,85,95,95,75,1,4 S,Major Wright,27,2010,78,71,95,71,90,87,1.5,2 S,Bradley McDougald,25,2013,65,72,89,80,84,59,2.6,1 S,Gerod Holliman,22,2015,65,42,86,82,90,62,0.5,2 S,Keith Tandy,27,2012,75,61,93,79,93,70,0.9,2 CB,Johnthan Banks,26,2013,86,75,97,84,88,63,1.2,4 CB,Mike Jenkins,31,2008,65,75,92,74,92,44,0.8,1 CB,Brent Grimes,32,2006,55,91,90,85,91,47,6.8,2 CB,Alterraun Verner,27,2010,78,89,91,93,89,42,6.4,4 CB,Vernon Hargreaves III,21,2016,95,65,85,87,95,70,3.5,4 DL,Cliff Matthews,26,2011,65,60,84,76,74,67,0.8,2 DL,George Johnson,28,2010,60,74,82,67,74,64,2.3,3 DL,Akeem Spence,24,2013,81,70,95,90,67,74,0.7,4 DL,William Gholston,24,2013,76,66,87,77,82,76,0.6,4 DL,Robert Ayers,30,2009,87,74,87,79,89,70,6.5,3 DL,Tony McDaniel,31,2006,65,82,88,88,81,78,1.5,1 DL,AJ Francis,26,2013,62,49,90,79,73,87,0.6,1 DL,Jacquies Smith,26,2012,62,69,84,69,69,64,0.6,1 DL,Henry Melton,29,2010,65,83,74,83,86,69,3.8,1 DL,Larry English,30,2009,65,71,79,72,62,70,0.9,1 DL,Clinton McDonald,29,2009,63,78,86,83,84,75,3,4 DL,Gerald McCoy,28,2010,98,80,78,102,98,87,15.9,6 DL,TJ Fatinikun,24,2014,65,63,82,74,67,65,0.5,2 LB,Kwon Alexander,21,2015,83,42,84,77,68,40,0.7,4 LB,Danny Lansanah,30,2008,65,78,90,86,72,79,0.7,1 LB,Daryl Smith,34,2004,77,95,88,92,78,95,2.5,1 LB,Jeremiah George,24,2014,77,56,92,84,68,70,0.6,1 LB,Adarius Glanton,25,2014,63,54,90,79,64,56,0.6,2 LB,Kourtnei Brown,28,2012,63,55,83,79,77,65,0.5,2 LB,Lavonte David,26,2012,85,88,97,107,95,105,10.1,5 END_PLAYERS Arizona Cardinals,ARZ QB,Matt Barkley,25,2013,81,54,87,84,75,37,0.7,4 QB,Drew Stanton,32,2007,80,69,86,89,72,30,3.3,2 QB,Carson Palmer,36,2003,91,86,74,88,83,20,16.5,3 RB,Stepfan Taylor,25,2013,76,67,97,86,79,65,0.6,4 RB,Chris Johnson,30,2008,86,80,80,70,95,85,1.5,1 RB,Kerwynn Williams,25,2013,67,58,91,54,88,88,0.6,2 RB,Andre Ellington,27,2013,71,75,76,59,90,72,0.6,4 WR,JJ Nelson,24,2015,78,51,78,77,96,77,0.6,4 WR,John Brown,26,2014,82,75,87,87,94,90,0.7,4 WR,Larry Fitzgerald,32,2004,92,95,94,93,82,54,11,2 WR,Darren Fells,30,2013,62,61,90,76,73,50,0.6,1 WR,Brittan Golden,27,2012,62,55,92,77,88,82,0.5,3 WR,Jaron Brown,26,2013,61,67,90,80,91,72,1.7,1 WR,Michael Floyd,26,2012,90,79,89,90,88,65,2.5,4 OL,Jared Veldheer,29,2010,83,85,95,97,87,94,7,5 OL,Mike Iupati,29,2010,88,83,90,97,97,74,8,5 OL,AQ Shipley,30,2009,65,77,87,87,86,78,0.8,2 OL,Taylor Boggs,29,2011,60,70,85,86,78,71,0.7,1 OL,Earl Watford,25,2013,81,63,95,85,81,73,0.6,4 OL,DJ Humphries,22,2015,93,53,82,88,79,87,2.2,4 OL,Antoine McClain,26,2012,63,62,85,81,77,72,0.5,1 K,Drew Butler,27,2012,61,70,95,84,94,70,1.2,2 K,Chandler Catanzaro,25,2014,62,73,93,95,91,70,0.5,3 S,Deone Bucannon,23,2014,87,60,94,67,61,74,1.9,4 S,Tyvon Branch,29,2008,76,81,84,85,94,74,4,2 S,Tyrann Mathieu,24,2013,86,70,84,95,92,84,0.8,4 S,DJ Swearinger,24,2013,86,59,91,75,89,93,1.7,1 S,Tony Jefferson,24,2013,61,73,82,70,87,85,1.7,1 S,Chris Clemons,30,2009,72,74,94,75,94,83,0.9,1 CB,Carrington Byndom,23,2014,63,48,93,78,93,35,0.5,1 CB,Justin Bethel,26,2012,70,67,93,78,88,65,5,3 CB,Asa Jackson,26,2012,75,62,85,72,91,40,0.8,1 CB,Shaun Prater,26,2012,75,59,88,81,90,41,0.7,1 CB,Patrick Peterson,25,2011,99,82,97,105,92,72,14,5 DL,Frostee Rucker,32,2006,74,88,88,81,80,79,2.2,1 DL,Olsen Pierre,24,2015,64,53,90,75,75,81,0.5,1 DL,Chandler Jones,26,2012,90,77,84,92,105,85,2,4 DL,Calais Campbell,29,2008,81,88,96,87,75,85,11,5 DL,Kareem Martin,24,2014,82,60,91,81,78,55,0.7,4 DL,Robert Nkemdiche,21,2016,90,65,85,93,79,85,2.2,4 DL,Josh Mauro,25,2014,62,61,95,85,71,78,0.6,1 DL,Corey Peters,28,2010,78,81,88,78,80,74,3.1,3 DL,Rodney Gunter,24,2015,83,46,88,75,69,81,0.7,4 DL,Ed Stinson,26,2014,77,56,79,88,78,83,0.6,4 LB,Kevin Minter,25,2013,86,73,85,88,64,80,1.1,4 LB,LaMarr Woodley,31,2007,65,82,87,76,84,80,1,1 LB,Shaquille Riddick,23,2015,78,48,88,69,65,52,0.6,4 LB,Jason Babin,36,2004,65,86,88,82,87,72,1,1 LB,Daryl Washington,29,2010,85,71,91,91,73,80,8,4 LB,Alex Okafor,25,2013,81,73,95,68,85,72,0.7,4 LB,Markus Golden,25,2015,88,47,90,73,82,69,1,4 LB,Kenny Demens,26,2013,65,63,92,79,70,68,0.5,2 END_PLAYERS Los Angeles Rams,LA QB,Sean Mannion,24,2015,83,56,89,88,76,37,0.8,4 QB,Nick Foles,27,2012,80,73,85,90,79,20,12.3,2 QB,Case Keenum,28,2012,60,65,79,83,74,20,3.6,1 QB,Jared Goff,21,2016,105,75,85,93,89,80,7,4 QB,Dylan Thompson,24,2015,64,49,90,86,77,76,0.5,1 RB,Todd Gurley,21,2015,93,54,73,101,101,90,3.5,4 RB,Benny Cunningham,25,2013,61,72,84,84,87,52,1.7,1 RB,Terrence Magee,23,2015,64,39,88,74,87,83,0.5,1 RB,Tre Mason,22,2014,82,70,88,75,88,82,0.7,4 RB,Chase Reynolds,28,2011,61,65,85,66,84,81,0.9,1 WR,Tavon Austin,25,2013,101,76,93,77,95,94,3.2,4 WR,Deon Long,25,2015,64,46,82,81,89,64,0.5,2 WR,Cory Harkey,26,2012,60,78,95,78,68,45,1.9,3 WR,Lance Kendricks,28,2011,84,74,94,79,81,63,4.6,4 WR,Kenny Britt,27,2009,82,81,82,87,85,72,4.6,2 WR,Stedman Bailey,25,2013,81,71,94,84,87,80,0.7,4 WR,Brian Quick,27,2012,85,74,87,84,87,67,1.8,1 OL,Garrett Reynolds,28,2009,72,76,97,86,82,74,1.1,2 OL,Rodger Saffold,28,2010,83,83,84,84,74,86,6.3,5 OL,Cody Wichmann,24,2015,73,50,92,79,74,76,0.6,4 OL,Greg Robinson,23,2014,102,74,95,94,88,73,5.3,4 OL,Tim Barnes,28,2011,60,73,90,80,76,82,2.8,2 OL,Rob Havenstein,24,2015,88,58,90,79,88,71,1,4 OL,Demetrius Rhaney,23,2014,67,50,92,83,75,79,0.6,4 OL,Jamon Brown,23,2015,88,63,91,87,84,73,0.8,4 OL,Eric Kush,26,2013,76,70,87,79,79,76,1.3,1 OL,David Arkin,28,2011,82,46,89,91,79,77,0.7,2 OL,Andrew Donnal,24,2015,83,64,84,77,78,72,0.7,4 OL,Brian Folkerts,26,2012,61,61,95,91,79,75,0.7,1 K,Greg Zuerlein,28,2012,75,74,95,95,88,70,1.3,1 K,Johnny Hekker,26,2012,60,79,94,97,97,75,3,6 S,LaMarcus Joyner,25,2014,87,62,93,75,93,80,1.3,4 S,TJ McDonald,25,2013,86,72,84,74,91,91,0.7,4 S,Maurice Alexander,25,2014,65,38,89,71,90,87,0.7,4 S,Christian Bryant,24,2014,68,36,79,74,86,78,0.5,2 S,Mark Barron,26,2012,100,73,81,69,67,69,9,5 S,Cody Davis,27,2013,61,55,90,72,92,63,1.5,2 CB,EJ Gaines,24,2014,72,74,90,85,89,59,0.6,4 CB,Marcus Roberson,23,2014,62,47,82,82,90,60,0.5,3 CB,Coty Sensabaugh,27,2012,80,67,95,78,91,42,5,3 CB,Trumaine Johnson,26,2012,85,72,87,77,86,74,14,1 DL,Aaron Donald,25,2014,92,76,95,103,92,87,2.5,4 DL,Ethan Westbrooks,25,2014,62,50,90,75,68,67,0.5,3 DL,Dominique Easley,24,2014,88,62,74,82,84,83,0.6,1 DL,Robert Quinn,26,2011,89,82,92,97,97,79,14.3,4 DL,William Hayes,31,2008,76,80,93,85,83,86,5.8,3 DL,Cam Thomas,29,2010,74,74,87,94,77,85,0.5,1 DL,Eugene Sims,30,2010,68,72,88,74,67,64,3.3,3 DL,Michael Brockers,25,2012,90,74,95,94,82,92,2.4,4 LB,Quinton Coples,25,2012,90,77,93,83,87,72,3.3,2 LB,Alec Ogletree,24,2013,86,74,87,90,66,75,1.8,4 LB,Bryce Hager,24,2015,73,62,83,83,47,75,0.6,4 LB,Akeem Ayers,26,2011,84,74,95,81,84,75,3,2 END_PLAYERS Seattle Seahawks,SEA QB,Russell Wilson,27,2012,80,84,94,103,95,97,21.9,4 QB,Tarvaris Jackson,33,2006,80,67,81,93,70,62,1.5,1 RB,Derrick Coleman,25,2012,55,72,87,82,87,61,0.5,3 RB,Christine Michael,25,2013,86,65,80,89,90,65,0.7,1 RB,Fred Jackson,35,2003,65,92,85,87,81,65,0.9,1 RB,Thomas Rawls,22,2015,63,47,86,82,90,60,0.5,3 RB,Bryce Brown,25,2010,65,65,86,84,88,67,0.7,1 WR,Jermaine Kearse,26,2012,60,79,96,86,89,75,4.5,3 WR,George Farmer,22,2015,64,48,75,77,92,55,0.5,1 WR,Antwan Goodley,24,2015,63,51,86,82,91,82,0.5,1 WR,Doug Baldwin,27,2011,59,85,92,88,87,86,4.3,3 WR,Tyler Lockett,23,2015,88,63,81,82,92,87,0.8,4 WR,Paul Richardson,24,2014,87,66,77,82,94,76,1.2,4 WR,Jimmy Graham,29,2010,78,87,92,102,85,60,10,4 OL,Patrick Lewis,25,2013,61,62,95,84,71,76,1.7,1 OL,Kristjan Sokoli,24,2015,73,37,90,89,75,65,0.6,4 OL,Mark Glowinski,24,2015,78,55,92,91,80,76,0.7,4 OL,Justin Britt,25,2014,87,72,85,86,84,72,0.9,4 OL,Garry Gilliam,25,2014,62,60,84,77,80,75,0.5,3 OL,Bradley Sowell,27,2012,60,77,91,79,78,76,1,1 OL,J'Marcus Webb,27,2010,68,73,93,90,77,78,2.9,2 OL,Lemuel Jeanpierre,29,2011,65,74,92,83,79,75,0.7,1 OL,Germain Ifedi,22,2016,90,65,85,85,90,83,2.1,4 OL,Terry Poole,24,2015,78,49,93,83,72,82,0.5,1 K,Steven Hauschka,30,2008,56,83,90,89,93,65,2.9,3 K,Jon Ryan,34,2006,54,87,88,89,94,69,2.5,4 S,Kelcie McCray,27,2012,61,65,90,72,87,52,0.7,2 S,Deshawn Shead,27,2012,60,68,90,73,88,73,0.8,1 S,Kam Chancellor,28,2010,73,85,94,82,86,107,7,4 S,Earl Thomas III,27,2010,88,86,93,106,92,72,10,4 CB,Brandon Browner,31,2005,58,87,88,92,80,73,0.8,1 CB,Jeremy Lane,25,2012,75,75,90,85,88,72,5.8,4 CB,Eric Pinkins,24,2014,72,52,92,67,54,66,0.5,1 CB,Stanley Jean-Baptiste,26,2014,87,46,93,83,91,61,0.5,1 CB,Marcus Burley,25,2013,61,67,93,85,94,55,0.6,1 CB,Tye Smith,23,2015,78,43,94,78,89,60,0.6,4 CB,Richard Sherman,28,2011,74,97,96,109,89,65,14,4 CB,Steven Terrell,25,2013,61,50,90,77,91,70,0.6,1 CB,Tharold Simon,25,2013,76,68,85,81,89,80,0.6,4 DL,Sealver Siliga,27,2011,59,78,90,88,80,90,1.1,1 DL,Michael Bennett,30,2009,84,87,87,101,94,87,7.1,2 DL,Jordan Hill,25,2013,81,68,93,84,76,74,0.7,4 DL,Cassius Marsh,23,2014,82,53,92,66,80,69,0.7,4 DL,Frank Clark,23,2015,88,39,86,73,84,77,0.9,4 DL,Ryan Robinson,25,2013,61,57,87,67,62,65,0.6,2 DL,Cliff Avril,30,2008,76,87,93,73,76,64,7.1,4 DL,Demarcus Dobbs,28,2011,65,73,91,84,78,74,0.8,1 DL,Ahtyba Rubin,29,2008,66,85,90,93,71,79,4,3 DL,Justin Hamilton,22,2015,63,50,87,85,83,62,0.5,1 LB,Nick Moody,26,2013,65,68,77,77,71,75,0.6,1 LB,KJ Wright,26,2011,79,86,95,91,78,85,6.8,4 LB,Khairi Fortt,24,2014,78,57,78,73,68,64,0.5,1 LB,Bobby Wagner,25,2012,85,86,94,97,86,90,10.8,4 LB,Kevin Pierre-Louis,24,2014,77,62,85,80,72,54,0.7,4 LB,Brock Coyle,25,2014,62,67,93,79,62,71,0.5,3 END_PLAYERS San Francisco 49ers,SF QB,Colin Kaepernick,28,2011,84,75,95,95,78,80,19,6 QB,Thad Lewis,28,2010,61,65,92,88,70,57,0.8,1 QB,Blaine Gabbert,26,2011,89,65,90,88,72,47,2,2 RB,Shaun Draughn,28,2011,61,72,87,80,82,65,0.9,1 RB,Mike Davis,23,2015,78,55,77,84,88,65,0.7,4 RB,Bruce Miller,28,2011,69,78,93,66,81,35,1.8,3 RB,Carlos Hyde,24,2014,87,69,92,90,85,66,0.9,4 WR,Jerome Simpson,30,2008,83,75,92,78,87,85,0.9,2 WR,DeAndre Smelter,24,2015,79,48,73,79,87,77,0.7,4 WR,Dres Anderson,23,2015,63,62,75,80,88,84,0.5,3 WR,Quinton Patton,25,2013,76,54,90,82,87,85,0.6,4 WR,Vance McDonald,26,2013,86,66,88,73,81,52,0.9,4 WR,Torrey Smith,27,2011,84,86,93,88,89,83,8,5 WR,Bruce Ellington,24,2014,82,53,91,83,90,88,0.7,4 OL,Erik Pears,34,2005,55,78,93,86,70,80,2.9,2 OL,Daniel Kilgore,28,2011,74,76,88,89,90,77,1.8,3 OL,Joe Staley,31,2007,80,95,91,88,97,90,7.4,6 OL,Ian Silberman,23,2015,73,49,87,81,81,72,0.6,4 OL,Brandon Thomas,25,2014,83,54,76,93,83,76,0.7,4 OL,Andrew Tiller,26,2012,71,55,91,79,81,72,0.6,2 OL,Marcus Martin,22,2014,87,68,83,82,85,74,0.8,4 OL,Joshua Garnett,22,2016,90,65,85,85,91,80,2.3,4 OL,Zane Beadles,29,2010,83,81,93,83,74,89,3.3,3 K,Phil Dawson,41,2098,48,93,85,92,89,60,3.1,1 K,Bradley Pinion,22,2015,78,55,92,91,78,74,0.6,4 S,Eric Reid,24,2013,91,67,90,82,94,93,2.1,4 S,LJ McCray,25,2014,62,40,88,69,92,75,0.5,3 S,Antoine Bethea,31,2006,64,91,96,85,88,80,5.3,4 S,Jimmie Ward,24,2014,87,59,95,71,90,77,1.8,4 S,Jaquiski Tartt,24,2015,88,45,92,66,90,84,1.3,4 CB,Keith Reaser,24,2014,78,38,76,74,88,45,0.6,4 CB,Chris Davis,25,2014,62,60,93,76,87,78,0.6,2 CB,Tramaine Brock,27,2010,58,76,93,79,90,52,3.5,4 CB,Kenneth Acker,24,2014,72,47,91,79,89,42,0.6,4 CB,Dontae Johnson,24,2014,77,60,92,84,92,60,0.7,4 CB,Marcus Cromartie,25,2013,62,49,90,79,89,55,0.6,2 DL,DeForest Buckner,22,2016,105,65,85,91,86,81,4.5,4 DL,Arik Armstead,22,2015,93,48,87,85,81,91,2.5,4 DL,Tony Jerod-Eddie,26,2012,62,75,91,83,79,82,1,1 DL,Glenn Dorsey,30,2008,96,77,88,86,64,75,4.4,2 DL,Kaleb Ramsey,27,2014,68,52,72,94,78,84,0.6,2 DL,Quinton Dial,25,2013,76,70,85,87,79,86,4.2,3 DL,Ian Williams,26,2011,59,76,83,93,78,87,3,1 LB,Ahmad Brooks,32,2006,74,83,87,87,78,78,6.7,6 LB,Aaron Lynch,23,2014,77,75,88,77,91,70,0.6,4 LB,Eli Harold,22,2015,83,49,92,77,72,54,0.8,4 LB,Navorro Bowman,28,2010,78,89,87,97,81,88,9.1,5 LB,Gerald Hodges,25,2013,81,78,88,89,58,80,0.6,4 LB,Nick Bellore,27,2011,59,70,87,86,64,72,0.8,2 LB,Michael Wilhoite,29,2011,60,77,90,83,66,82,1.7,1 LB,Corey Lemonier,24,2013,81,63,90,73,61,65,0.7,4 END_PLAYERS

Harper is an open-source Node.js performance platform that unifies database, cache, application, and messaging layers into one in-memory process.

A ready-to-go Gulp and Harp set up that does auto css injection via BrowserSync.

Stay Static - Website Compiler Showcase - One Design, Many Samples - Jekyll • Middleman • Nanoc • Webgen • Metalsmith • Gatsby • Phenomic • Cuttlebelle • Harp • Nikola • Hugo • Jigsaw - Add Your Sample!

Simple Harp Editor

Agda proofs for some of the theorems in Robert Harper's Practical Foundations of Programming Languages.

The Gridspace-Stanford Harper Valley speech dataset. Created in support of CS224S.

HARP, an API Runtime Platform – Toolkit for Fast, Reliable and Observable APIs

Baseline is a blog boilerplate for the Harp platform. harp.io

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They work, but they work by brute force." (p. 198.) Domingos, Pedro, "Our Digital Doubles: AI will serve our species, not control it", Scientific American, vol. 319, no. 3 (September 2018), pp. 88–93. Gopnik, Alison, "Making AI More Human: Artificial intelligence has staged a revival by starting to incorporate what we know about how children learn", Scientific American, vol. 316, no. 6 (June 2017), pp. 60–65. Johnston, John (2008) The Allure of Machinic Life: Cybernetics, Artificial Life, and the New AI, MIT Press. Koch, Christof, "Proust among the Machines", Scientific American, vol. 321, no. 6 (December 2019), pp. 46–49. Christof Koch doubts the possibility of "intelligent" machines attaining consciousness, because "[e]ven the most sophisticated brain simulations are unlikely to produce conscious feelings." (p. 48.) According to Koch, "Whether machines can become sentient [is important] for ethical reasons. If computers experience life through their own senses, they cease to be purely a means to an end determined by their usefulness to... humans. Per GNW [the Global Neuronal Workspace theory], they turn from mere objects into subjects... with a point of view.... Once computers' cognitive abilities rival those of humanity, their impulse to push for legal and political rights will become irresistible – the right not to be deleted, not to have their memories wiped clean, not to suffer pain and degradation. The alternative, embodied by IIT [Integrated Information Theory], is that computers will remain only supersophisticated machinery, ghostlike empty shells, devoid of what we value most: the feeling of life itself." (p. 49.) Marcus, Gary, "Am I Human?: Researchers need new ways to distinguish artificial intelligence from the natural kind", Scientific American, vol. 316, no. 3 (March 2017), pp. 58–63. A stumbling block to AI has been an incapacity for reliable disambiguation. An example is the "pronoun disambiguation problem": a machine has no way of determining to whom or what a pronoun in a sentence refers. (p. 61.) E McGaughey, 'Will Robots Automate Your Job Away? Full Employment, Basic Income, and Economic Democracy' (2018) SSRN, part 2(3) Archived 24 May 2018 at the Wayback Machine. George Musser, "Artificial Imagination: How machines could learn creativity and common sense, among other human qualities", Scientific American, vol. 320, no. 5 (May 2019), pp. 58–63. Myers, Courtney Boyd ed. (2009). "The AI Report" Archived 29 July 2017 at the Wayback Machine. Forbes June 2009 Raphael, Bertram (1976). The Thinking Computer. W.H.Freeman and Company. ISBN 978-0-7167-0723-3. Archived from the original on 26 July 2020. Retrieved 22 August 2020. Scharre, Paul, "Killer Apps: The Real Dangers of an AI Arms Race", Foreign Affairs, vol. 98, no. 3 (May/June 2019), pp. 135–44. "Today's AI technologies are powerful but unreliable. Rules-based systems cannot deal with circumstances their programmers did not anticipate. Learning systems are limited by the data on which they were trained. AI failures have already led to tragedy. Advanced autopilot features in cars, although they perform well in some circumstances, have driven cars without warning into trucks, concrete barriers, and parked cars. In the wrong situation, AI systems go from supersmart to superdumb in an instant. When an enemy is trying to manipulate and hack an AI system, the risks are even greater." (p. 140.) Serenko, Alexander (2010). "The development of an AI journal ranking based on the revealed preference approach" (PDF). Journal of Informetrics. 4 (4): 447–459. doi:10.1016/j.joi.2010.04.001. Archived (PDF) from the original on 4 October 2013. Retrieved 24 August 2013. Serenko, Alexander; Michael Dohan (2011). "Comparing the expert survey and citation impact journal ranking methods: Example from the field of Artificial Intelligence" (PDF). Journal of Informetrics. 5 (4): 629–649. doi:10.1016/j.joi.2011.06.002. Archived (PDF) from the original on 4 October 2013. Retrieved 12 September 2013. Sun, R. & Bookman, L. (eds.), Computational Architectures: Integrating Neural and Symbolic Processes. Kluwer Academic Publishers, Needham, MA. 1994. Tom Simonite (29 December 2014). "2014 in Computing: Breakthroughs in Artificial Intelligence". MIT Technology Review. Tooze, Adam, "Democracy and Its Discontents", The New York Review of Books, vol. LXVI, no. 10 (6 June 2019), pp. 52–53, 56–57. "Democracy has no clear answer for the mindless operation of bureaucratic and technological power. We may indeed be witnessing its extension in the form of artificial intelligence and robotics. Likewise, after decades of dire warning, the environmental problem remains fundamentally unaddressed.... Bureaucratic overreach and environmental catastrophe are precisely the kinds of slow-moving existential challenges that democracies deal with very badly.... Finally, there is the threat du jour: corporations and the technologies they promote." (pp. 56–57.)

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