├── __pycache__ └── genalg.cpython-35.pyc ├── LICENSE ├── README.md ├── generate_lineups.py ├── NFL ├── DefenseWeek1.csv └── OffenseWeek1.csv ├── MLB └── 9-11-2017proj.csv ├── lineupsMLB.csv ├── lineupsNFL.csv ├── lineups.csv └── genalg.py /__pycache__/genalg.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/conorkcorbin/evolve-dfs/HEAD/__pycache__/genalg.cpython-35.pyc -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2017 Conor K. Corbin 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # evolve-dfs 2 | A genetic algorithm to optimize your baseball and football daily fantasy sports lineups. Currently supports lineups optimized for draft kings. Optimization is limited by your projections... be warned. The actual GA is modified from https://github.com/remiomosowon/pyeasyga 3 | 4 | ## Getting Started 5 | 6 | ``` 7 | git clone https://github.com/conorkcorbin/evolve-dfs.git 8 | ``` 9 | 10 | ## Python Environment 11 | 12 | Python 3.6: requires numpy and pandas 13 | 14 | ## How to Use 15 | 16 | Player projection data can be found in the NFL and MLB folders in this repo. The projections are taken from rotogrinders: https://rotogrinders.com/projected-stats/nfl-qb?site=draftkings 17 | 18 | To create new lineups simply download projections and format them into columns like shown in the example .csv files I have uploaded. This tool works independently of the projections that are used. 19 | 20 | generate_lineups.py needs to be editted to load whatever projections sheet you create. It supports football and baseball. Simply uncomment the code corresponding to whatever sport you want to run. Default - runs football. 21 | 22 | You can play with parameters like population size, number of generations, and mutation rate. 23 | 24 | Use: 25 | 26 | ``` 27 | python generate_lineups.py 28 | ``` 29 | 30 | ## Authors 31 | 32 | * **Conor K Corbin** 33 | 34 | 35 | ## License 36 | 37 | This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details 38 | 39 | 40 | 41 | 42 | 43 | -------------------------------------------------------------------------------- /generate_lineups.py: -------------------------------------------------------------------------------- 1 | import genalg 2 | import pandas as pd 3 | import numpy as np 4 | 5 | # Draft Kings Salary Cap 6 | salarycap = 50000 7 | 8 | # Define a fitness function 9 | def fitness(individual, data): 10 | 11 | currentSolutionCost = 0 12 | currentSolutionPoints = 0 13 | possibleTeam = False 14 | for value in individual.values(): 15 | currentSolutionCost += value[2] 16 | currentSolutionPoints += value[1] 17 | if (currentSolutionCost <= salarycap): 18 | return currentSolutionPoints 19 | return 0 20 | 21 | def getUniqueLineups(lineups,predicted_points): 22 | unique_lists = [] 23 | unique_points = [] 24 | for l,points in zip(lineups,predicted_points): 25 | l_unique = True 26 | for u in unique_lists: 27 | if set(l) == set(u): 28 | l_unique = False 29 | 30 | if (l_unique): 31 | unique_lists.append(np.array(l)) 32 | unique_points.append(points) 33 | return unique_lists, unique_points 34 | 35 | """ FOR FOOTBALL COMMENT TO HIDE """ 36 | 37 | # Load Data 38 | offense = pd.read_csv('./NFL/OffenseWeek1.csv') 39 | defense = pd.read_csv('./NFL/DefenseWeek1.csv') 40 | df = pd.concat([offense,defense]) 41 | 42 | # Run the genetic algorithm 43 | ga = genalg.GeneticAlgorithm(df,population_size=500,generations=100,mutation_probability=0.2,categories='Football') 44 | ga.fitness_function = fitness 45 | ga.run() 46 | 47 | # Get List of lineups from last generation 48 | chosen_lineups = [[g[1][key][0] for key in g[1]] for g in ga.last_generation() if g[0] > 0 ] 49 | predicted_points = [g[0] for g in ga.last_generation() if g[0] > 0] 50 | 51 | # Filter For Unique Lineups 52 | unique_lineups, unique_points = getUniqueLineups(chosen_lineups,predicted_points) 53 | unique_lineups = pd.DataFrame(unique_lineups).transpose() 54 | 55 | # Print best lineup and save last generation to CSV 56 | print(ga.best_individual()) 57 | unique_lineups.to_csv('./lineupsNFL.csv',index=False) 58 | 59 | """ FOR BASEBALL UNCOMMENT TO USE """ 60 | 61 | # # Load Data 62 | # df = pd.read_csv('./MLB/9-11-2017proj.csv') 63 | 64 | # # Run the genetic algorithm 65 | # ga = genalg.GeneticAlgorithm(df,population_size=500,generations=100,mutation_probability=0.2,categories='Baseball') 66 | # ga.fitness_function = fitness 67 | # ga.run() 68 | 69 | # # Get List of lineups from last generation 70 | # chosen_lineups = [[g[1][key][0] for key in g[1]] for g in ga.last_generation() if g[0] > 0 ] 71 | # predicted_points = [g[0] for g in ga.last_generation() if g[0] > 0] 72 | 73 | # # Filter For Unique Lineups 74 | # unique_lineups, unique_points = getUniqueLineups(chosen_lineups,predicted_points) 75 | # unique_lineups = pd.DataFrame(unique_lineups).transpose() 76 | 77 | # # Print best lineup and save last generation to CSV 78 | # print(ga.best_individual()) 79 | # unique_lineups.to_csv('./lineupsMLB.csv',index=False) 80 | 81 | 82 | 83 | -------------------------------------------------------------------------------- /NFL/DefenseWeek1.csv: -------------------------------------------------------------------------------- 1 | Player Name,Likes,Pos,Salary,Team,Opp,Vegas PtsA,Vegas Spread,Sacks Allowed by Offense,Fumbles Allowed by Offense,Ints Allowed by Offense,Offense Pass Yds/G,Offense Rush Yds/G,Points Scored by Offense,FP Allowed by Offense,L3 FP,L16 FP,S FP,Floor FP,Ceil FP,Proj FP,Proj Val,Actual FP,Actual Val Buffalo Bills,13,D,3900,BUF,NYJ,17.5,BUF by 7,2.2,0.6,1.6,217,113,16.8,11.5,0,0,0,0,0,9,2.3,9,2.3 Houston Texans,16,D,3800,HOU,JAX,16.3,HOU by 5.5,2.1,0.8,1,233,102,19.5,8.3,0,0,0,0,0,9.6,2.5,0,0 Jacksonville Jaguars,5,D,3700,JAX,@HOU,21.8,HOU by 5.5,2,0.5,1,199,116,16.9,8.4,0,0,0,0,0,8.7,2.4,28,7.6 Denver Broncos,4,D,3600,DEN,LAC,19.5,DEN by 3,2.3,0.9,1.3,262,94,23.6,9.1,0,0,0,0,0,9,2.5,5,1.4 Pittsburgh Steelers,9,D,3600,PIT,@CLE,18.5,PIT by 10,4.1,0.7,0.9,204,107,16.1,10.6,0,0,0,0,0,8,2.2,18,5 Carolina Panthers,2,D,3500,CAR,@SF,20.5,CAR by 4.5,2.9,0.9,0.6,182,126,19.2,7.8,0,0,0,0,0,7.5,2.1,15,4.3 Tampa Bay Buccaneers,,D,3400,TB,@MIA,19.3,TB by 2.5,1.9,0.5,0.9,219,114,22.2,6.1,0,0,0,0,0,0,0,0,0 New England Patriots,0,D,3400,NE,KC,19.8,NE by 8,2,0.6,0.5,234,109,22.2,4.8,0,0,0,0,0,7.2,2.1,1,0.3 Atlanta Falcons,4,D,3300,ATL,@CHI,20.8,ATL by 6.5,1.8,0.8,1.2,248,108,16.6,8.6,0,0,0,0,0,8.5,2.6,5,1.5 Los Angeles Rams,22,D,3200,LAR,IND,19,LAR by 3.5,2.8,0.4,0.9,263,102,25.3,6.3,0,0,0,0,0,9.1,2.8,28,8.8 Cincinnati Bengals,5,D,3100,CIN,BAL,19.5,CIN by 2.5,2.1,0.4,1,256,91,20.9,6.4,0,0,0,0,0,7.8,2.5,4,1.3 Los Angeles Chargers,1,D,3000,LAC,@DEN,22.5,DEN by 3,2.5,0.9,0.7,230,93,19.2,8.1,0,0,0,0,0,5.5,1.8,8,2.7 Washington Redskins,,D,3000,WAS,PHI,25.3,PHI by 1,2.1,0.4,0.9,224,113,21.7,5.5,0,0,0,0,0,5.8,1.9,12,4 Seattle Seahawks,1,D,2900,SEA,@GB,26,GB by 2.5,2.2,0.6,0.5,262,106,27,4.6,0,0,0,0,0,6.6,2.3,7,2.4 Dallas Cowboys,3,D,2900,DAL,NYG,20.3,DAL by 6,1.4,0.7,1,242,88,18.3,6.6,0,0,0,0,0,7.3,2.5,12,4.1 Minnesota Vikings,1,D,2900,MIN,NO,22.3,MIN by 3,1.7,0.6,0.9,317,109,29.2,6.1,0,0,0,0,0,6.9,2.4,2,0.7 Arizona Cardinals,0,D,2800,ARI,@DET,23,ARI by 2.5,2.3,0.3,0.6,257,82,21,5.4,0,0,0,0,0,6.3,2.3,8,2.9 Baltimore Ravens,,D,2800,BAL,@CIN,22,CIN by 2.5,2.6,0.6,0.5,246,111,20.2,5.8,0,0,0,0,0,6.8,2.4,25,8.9 Miami Dolphins,1,D,2800,MIA,TB,21.8,TB by 2.5,2.3,0.6,1.1,245,101,20.5,7.6,0,0,0,0,0,0,0,0,0 Philadelphia Eagles,2,D,2700,PHI,@WAS,24.3,PHI by 1,1.4,0.6,0.8,297,106,24.8,5.4,0,0,0,0,0,5.7,2.1,22,8.1 Indianapolis Colts,2,D,2700,IND,@LAR,22.5,LAR by 3.5,3.1,0.6,1.3,184,78,13.6,12,0,0,0,0,0,6.1,2.3,2,0.7 Detroit Lions,,D,2600,DET,ARI,25.5,ARI by 2.5,2.6,0.7,1.1,259,108,24.8,8,0,0,0,0,0,5.5,2.1,16,6.2 New York Giants,3,D,2600,NYG,@DAL,26.3,DAL by 6,1.8,0.6,0.4,227,150,26.3,3.3,0,0,0,0,0,4.6,1.8,2,0.8 Tennessee Titans,,D,2600,TEN,OAK,23.5,TEN by 2.5,1.2,0.4,0.4,253,120,25.6,3.4,0,0,0,0,0,5.1,2,2,0.8 Oakland Raiders,0,D,2500,OAK,@TEN,26,TEN by 2.5,1.8,0.4,0.7,221,137,23.4,7.3,0,0,0,0,0,4.1,1.6,2,0.8 Green Bay Packers,0,D,2500,GB,SEA,23.5,GB by 2.5,2.6,0.4,0.8,258,99,21.6,6.7,0,0,0,0,0,6.3,2.5,9,3.6 New York Jets,,D,2400,NYJ,@BUF,24.5,BUF by 7,2.9,0.3,0.4,190,164,23.8,5.3,0,0,0,0,0,4.8,2,4,1.7 New Orleans Saints,0,D,2400,NO,@MIN,25.3,MIN by 3,2.4,0.7,0.3,240,75,18.8,6.5,0,0,0,0,0,5.4,2.3,0,0 Kansas City Chiefs,,D,2300,KC,@NE,27.8,NE by 8,1.5,0.6,0.1,269,117,27.2,2.5,0,0,0,0,0,4.2,1.8,3,1.3 Chicago Bears,,D,2200,CHI,ATL,27.3,ATL by 6.5,2.3,0.3,0.4,295,121,31.9,2.6,0,0,0,0,0,5.1,2.3,2,0.9 San Francisco 49ers,1,D,2100,SF,CAR,25,CAR by 4.5,2.3,0.6,1.2,230,113,21.8,8.5,0,0,0,0,0,5.8,2.8,4,1.9 Cleveland Browns,,D,2000,CLE,PIT,28.5,PIT by 10,1.3,0.2,0.9,263,110,24.4,4.1,0,0,0,0,0,4.4,2.2,3,1.5 -------------------------------------------------------------------------------- /MLB/9-11-2017proj.csv: -------------------------------------------------------------------------------- 1 | Player Name,Salary,Team,Pos,Opp Team,Proj FP Timothy Anderson,3800,CHW,SS,KCR,5.69 Jose Abreu,3700,CHW,1B,KCR,8.11 Omar Narvaez,2800,CHW,C,KCR,4.29 Adam Engel,2300,CHW,OF,KCR,4.49 Matt Davidson,3100,CHW,1B/3B,KCR,5.85 Will Middlebrooks,2700,TEX,3B,SEA,5.23 Nick Delmonico,3200,CHW,1B/OF,KCR,6.16 Yolmer Sanchez,3400,CHW,2B/3B,KCR,6.12 Yoan Moncada,3200,CHW,2B,KCR,5.97 Salvador Perez,3500,KCR,C,CHW,6.37 Alex Gordon,3300,KCR,OF,CHW,5.2 Whit Merrifield,3600,KCR,2B,CHW,7.26 Eric Hosmer,3900,KCR,1B,CHW,7.81 Lorenzo Cain,3500,KCR,OF,CHW,7.19 Avisail Garcia,3700,CHW,OF,KCR,6.3 Mike Moustakas,4000,KCR,3B,CHW,7.26 Danny Valencia,3400,SEA,1B,TEX,6.36 Joey Gallo,3700,TEX,1B/3B,SEA,5.46 Nelson Cruz,4400,SEA,OF,TEX,8.56 Kyle Seager,4100,SEA,3B,TEX,5.67 Guillermo Heredia,2300,SEA,OF,TEX,5.43 Mitch Haniger,4100,SEA,OF,TEX,6.14 Jean Segura,4000,SEA,SS,TEX,7.33 Mike Zunino,3700,SEA,C,TEX,5.31 Benjamin Gamel,3000,SEA,OF,TEX,4.46 Robinson Cano,4800,SEA,2B,TEX,5.93 Delino DeShields,4000,TEX,OF,SEA,7.69 Nomar Mazara,4100,TEX,OF,SEA,5.82 Robinson Chirinos,3300,TEX,C,SEA,5.69 Shin-Soo Choo,3900,TEX,OF,SEA,5.98 Ryan Rua,2600,TEX,1B/OF,SEA,5.43 Rougned Odor,3600,TEX,2B,SEA,5.71 Elvis Andrus,3900,TEX,SS,SEA,8.86 Alcides Escobar,2800,KCR,SS,CHW,5.36 Melky Cabrera,3500,KCR,OF,CHW,6.89 Justin Turner,4100,LAD,3B,SFG,7.02 Brandon Crawford,3400,SFG,SS,LAD,6.23 Buster Posey,3800,SFG,C,LAD,6.53 Curtis Granderson,3900,LAD,OF,SFG,6.94 Yasmani Grandal,3400,LAD,C,SFG,6.38 Corey Seager,4300,LAD,SS,SFG,7.38 Yasiel Puig,3700,LAD,OF,SFG,5.9 Denard Span,4300,SFG,OF,LAD,6.84 Joe Panik,4100,SFG,2B,LAD,6.09 Adrian Gonzalez,2800,LAD,1B,SFG,5.8 Chase Utley,2700,LAD,2B,SFG,4.76 Jarrett Parker,2900,SFG,OF,LAD,4.75 Cody Bellinger,4800,LAD,1B/OF,SFG,8.47 Hunter Pence,3000,SFG,OF,LAD,5.81 Nick Hundley,3500,SFG,C,LAD,4.54 Pablo Sandoval,3200,SFG,3B,LAD,5.14 Ketel Marte,3700,ARI,SS,COL,4.5 J.D. Martinez,5500,ARI,OF,COL,10.96 Nolan Arenado,4600,COL,3B,ARI,7.62 Gerardo Parra,3900,COL,OF,ARI,5.87 Mark Reynolds,3800,COL,1B,ARI,5.83 DJ LeMahieu,3700,COL,2B,ARI,5.78 Charlie Blackmon,4700,COL,OF,ARI,8.08 Brandon Moss,2800,KCR,OF,CHW,5.68 Carlos Gonzalez,3900,COL,OF,ARI,5.83 Trevor Story,3600,COL,SS,ARI,5.35 Jonathan Lucroy,3400,COL,C,ARI,5.71 David Peralta,4300,ARI,OF,COL,6.16 Adam Rosales,3000,ARI,SS,COL,5.55 Chris Iannetta,3600,ARI,C,COL,7.03 Paul Goldschmidt,4900,ARI,1B,COL,10.72 Brandon Drury,3500,ARI,2B,COL,6.18 A.J. Pollock,4500,ARI,OF,COL,8.56 Sean Rodriguez,2200,PIT,3B/OF,MIL,5.54 Jesus Aguilar,4100,MIL,1B,PIT,6.56 James McCann,3000,DET,C,CLE,4.17 Alex Presley,3100,DET,OF,CLE,4.52 Jeimer Candelario,2700,DET,1B/3B,CLE,4.28 JaCoby Jones,2700,DET,OF,CLE,3.29 Ian Kinsler,3600,DET,2B,CLE,5.31 Miguel Cabrera,2900,DET,1B,CLE,5.35 Nick Castellanos,3700,DET,3B,CLE,5.54 Yan Gomes,3500,CLE,C,DET,5.82 Lonnie Chisenhall,4600,CLE,OF,DET,7.84 Carlos Santana,5200,CLE,1B,DET,8.72 Yandy Diaz,3300,CLE,3B/OF,DET,5.77 Tyler Collins,2500,DET,OF,CLE,4.5 Jay Bruce,4000,CLE,OF,DET,9.07 Jose Ramirez,5300,CLE,2B/3B,DET,9.6 Francisco Lindor,5600,CLE,SS,DET,9.28 Edwin Encarnacion,5000,CLE,1B,DET,9.48 Richard Urena,2700,TOR,SS,BAL,6.03 Miguel Montero,3000,TOR,C,BAL,6.04 Trey Mancini,3500,BAL,1B/OF,TOR,6.89 Chris Davis,3100,BAL,1B,TOR,7.69 Welington Castillo,3200,BAL,C,TOR,5.82 Jonathan Schoop,3900,BAL,2B,TOR,8.59 Seth Smith,3000,BAL,OF,TOR,5.92 Adam Jones,4300,BAL,OF,TOR,7.08 Manny Machado,5400,BAL,3B,TOR,8.79 Mark Trumbo,3600,BAL,OF,TOR,6.05 Ryan Goins,2900,TOR,2B/SS,BAL,5.79 Teoscar Hernandez,3000,TOR,OF,BAL,5.46 Darwin Barney,2500,TOR,2B/3B,BAL,4.95 Josh Donaldson,4800,TOR,3B,BAL,8.35 Ezequiel Carrera,2900,TOR,OF,BAL,6.02 Kevin Pillar,3100,TOR,OF,BAL,6.26 Kendrys Morales,4300,TOR,1B,BAL,7.96 Dixon Machado,2700,DET,2B/SS,CLE,4.69 Greg Allen,3100,CLE,OF,DET,5.59 Gregory Polanco,3000,PIT,OF,MIL,6.18 Jordy Mercer,2700,PIT,SS,MIL,4.78 Josh Bell,3500,PIT,1B,MIL,7.15 Adam Frazier,3100,PIT,2B/OF,MIL,5.94 Starling Marte,3000,PIT,OF,MIL,6.27 Tyler Austin,2900,NYY,1B,TBR,5.2 Elias Diaz,2900,PIT,C,MIL,4.51 Keon Broxton,2800,MIL,OF,PIT,5.87 Andrew McCutchen,2900,PIT,OF,MIL,7.2 Travis Shaw,4200,MIL,3B,PIT,6.23 Hernan Perez,3800,MIL,3B/OF,PIT,7.11 Orlando Arcia,3300,MIL,SS,PIT,5.5 Ryan Braun,4600,MIL,OF,PIT,8.81 Manuel Pina,2700,MIL,C,PIT,5.98 Domingo Santana,3800,MIL,OF,PIT,8.07 Danny Espinosa,2900,TBR,2B,NYY,5.1 Cesar Puello,2100,TBR,OF,NYY,5.55 Gary Sanchez,4900,NYY,C,TBR,8.65 Brett Gardner,4500,NYY,OF,TBR,8.12 Todd Frazier,3800,NYY,3B,TBR,6.14 Aaron Judge,4900,NYY,OF,TBR,8.46 Didi Gregorius,4400,NYY,SS,TBR,7.7 Matt Holliday,3800,NYY,1B,TBR,6.07 Jacoby Ellsbury,3800,NYY,OF,TBR,6.45 Starlin Castro,4600,NYY,2B,TBR,7.26 Kevin Kiermaier,4000,TBR,OF,NYY,6.32 Wilson Ramos,2200,TBR,C,NYY,5.63 Peter Bourjos,2700,TBR,OF,NYY,4.96 Trevor Plouffe,2900,TBR,3B,NYY,5.7 Lucas Duda,3800,TBR,1B,NYY,4.97 Evan Longoria,3500,TBR,3B,NYY,7.79 Adeiny Hechavarria,2900,TBR,SS,NYY,5.17 Tim Beckham,4200,BAL,SS,TOR,7.32 Jason Hammel,7400,KCR,SP,CHW,19.18 Reynaldo Lopez,6300,CHW,SP,KCR,14.76 Cole Hamels,8300,TEX,SP,SEA,17.27 Kyle Freeland,6600,COL,SP,ARI,11.37 Zack Greinke,11800,ARI,SP,COL,24.69 Christopher Stratton,6500,SFG,SP,LAD,12.72 Kenta Maeda,9900,LAD,SP,SFG,18.39 Ariel Miranda,6900,SEA,SP,TEX,12.14 Brandon Woodruff,7100,MIL,SP,PIT,19.05 Myles Jaye,5000,DET,SP,CLE,10.45 Marco Estrada,6800,TOR,SP,BAL,16.73 Carlos Carrasco,13200,CLE,SP,DET,29.57 CC Sabathia,8000,NYY,SP,TBR,17.29 Steven Brault,5400,PIT,SP,MIL,8.97 Jake Odorizzi,6700,TBR,SP,NYY,14.67 Ubaldo Jimenez,6100,BAL,SP,TOR,10.68 -------------------------------------------------------------------------------- /lineupsMLB.csv: -------------------------------------------------------------------------------- 1 | 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48 2 | Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Hernan Perez,Jay Bruce,Jay Bruce,Jay Bruce,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jay Bruce,Jay Bruce,Jay Bruce,Jay Bruce,Jay Bruce,Jay Bruce,Jonathan Schoop,Jason Hammel,Jay Bruce,Jonathan Schoop,Miguel Cabrera,Ian Kinsler,Jonathan Schoop,Brandon Moss,Jonathan Schoop,Danny Espinosa,Darwin Barney,Ryan Rua,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jason Hammel,Jay Bruce,Jonathan Schoop 3 | Chris Davis,Jason Hammel,Chris Davis,Jason Hammel,Paul Goldschmidt,Jason Hammel,Chris Davis,Paul Goldschmidt,Chris Davis,Paul Goldschmidt,Paul Goldschmidt,Chris Davis,Jason Hammel,Chris Davis,Jason Hammel,Sean Rodriguez,Jason Hammel,Jason Hammel,Chris Davis,Paul Goldschmidt,Chris Davis,Chris Davis,Paul Goldschmidt,Jason Hammel,Jason Hammel,Jason Hammel,Jonathan Schoop,Paul Goldschmidt,Jason Hammel,Jason Hammel,Paul Goldschmidt,Paul Goldschmidt,Chris Davis,Jason Hammel,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Jason Hammel,Jason Hammel,Chris Davis,Ariel Miranda,Paul Goldschmidt,Myles Jaye,Paul Goldschmidt,Chris Davis,Paul Goldschmidt,Jason Hammel,Jason Hammel 4 | Starling Marte,Kevin Pillar,Adam Frazier,Seth Smith,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Benjamin Gamel,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,JaCoby Jones,Paul Goldschmidt,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte,Starling Marte 5 | Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Brandon Crawford,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Starling Marte,Timothy Anderson,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus,Elvis Andrus 6 | Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jay Bruce,Jay Bruce,Trey Mancini,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jonathan Schoop,Jay Bruce,Ryan Goins,Jonathan Schoop,Carlos Gonzalez,Jay Bruce,Jay Bruce,Yandy Diaz,Jonathan Schoop,Jay Bruce,Jay Bruce,Jay Bruce,Jonathan Schoop,Alex Presley,Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jay Bruce,Jonathan Schoop,Jay Bruce,Jay Bruce,Jonathan Schoop,Jonathan Schoop,Jay Bruce 7 | Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Jason Hammel,Yan Gomes,Jonathan Lucroy,Jason Hammel,Jason Hammel,Jason Hammel,Mike Zunino,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Jason Hammel,Chris Iannetta,Chris Iannetta,Jason Hammel,Chris Iannetta,Chris Iannetta,Chris Iannetta,Jay Bruce,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Jason Hammel,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Jason Hammel,Jason Hammel,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta,Chris Iannetta 8 | Carlos Carrasco,Andrew McCutchen,Andrew McCutchen,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Chris Iannetta,Carlos Carrasco,Carlos Carrasco,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Peter Bourjos,Carlos Carrasco,Carlos Carrasco,Chris Iannetta,Andrew McCutchen,Carlos Carrasco,James McCann,Carlos Carrasco,Carlos Carrasco,Carlos Carrasco,Chris Iannetta,Andrew McCutchen,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Chris Iannetta,Carlos Carrasco,Carlos Carrasco,Carlos Carrasco,Carlos Carrasco,Chris Iannetta,Chris Iannetta,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Marco Estrada,Myles Jaye,Steven Brault 9 | Jason Hammel,Paul Goldschmidt,Jason Hammel,Chris Davis,Chris Davis,Chris Davis,Jason Hammel,Chris Davis,Paul Goldschmidt,Andrew McCutchen,Jason Hammel,Jason Hammel,Chris Davis,Jason Hammel,Trevor Plouffe,Jason Hammel,Chris Davis,Chris Davis,Jason Hammel,Carlos Carrasco,Jason Hammel,Jason Hammel,Carlos Carrasco,Chris Davis,Evan Longoria,Chris Davis,Carlos Carrasco,Jason Hammel,Chris Davis,Chris Davis,Jason Hammel,Andrew McCutchen,Jason Hammel,Chris Davis,Jason Hammel,Jason Hammel,Andrew McCutchen,Carlos Carrasco,Matt Davidson,Chris Davis,Jason Hammel,Chris Davis,Ubaldo Jimenez,Chris Davis,Steven Brault,Jason Hammel,Chris Davis,Paul Goldschmidt,Chris Davis 10 | Andrew McCutchen,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Andrew McCutchen,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Chris Davis,Andrew McCutchen,Guillermo Heredia,Ryan Rua,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Andrew McCutchen,Will Middlebrooks,Carlos Carrasco,Andrew McCutchen,Chris Davis,Andrew McCutchen,Andrew McCutchen,Andrew McCutchen,Chris Davis,Carlos Carrasco,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Chris Davis,Andrew McCutchen,Andrew McCutchen,Andrew McCutchen,Andrew McCutchen,Chris Davis,Chris Davis,Andrew McCutchen,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Carlos Carrasco,Andrew McCutchen,Andrew McCutchen,Kenta Maeda,Jay Bruce,Andrew McCutchen,Andrew McCutchen 11 | Paul Goldschmidt,Chris Davis,Paul Goldschmidt,Paul Goldschmidt,Welington Castillo,Paul Goldschmidt,Paul Goldschmidt,Wilson Ramos,Chris Iannetta,Carlos Carrasco,Chris Davis,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Paul Goldschmidt,Cody Bellinger,Josh Donaldson,Andrew McCutchen,Jose Abreu,Paul Goldschmidt,Andrew McCutchen,Eric Hosmer,Chris Davis,Paul Goldschmidt,Andrew McCutchen,Chris Davis,Paul Goldschmidt,Paul Goldschmidt,Chris Davis,Carlos Carrasco,Paul Goldschmidt,Mike Moustakas,Chris Davis,Chris Davis,Carlos Carrasco,Andrew McCutchen,Chris Davis,Rougned Odor,Trevor Plouffe,Paul Goldschmidt,Chris Davis,Paul Goldschmidt,Chris Davis,Paul Goldschmidt,Andrew McCutchen,Chris Davis,Paul Goldschmidt 12 | -------------------------------------------------------------------------------- /lineupsNFL.csv: -------------------------------------------------------------------------------- 1 | 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77 2 | Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,DeAndre Hopkins,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Alshon Jeffery,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Jordan Taylor,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Zach Pascal,Anthony Dable,Will Fuller V,Bryce Treggs,Dede Westbrook,Michael Clark,Cayleb Jones,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown,Antonio Brown 3 | Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Logan Paulsen,Carlos Hyde,Ifeanyi Momah,Carlos Hyde,Javorius Allen,Carlos Hyde,Lorenzo Taliaferro,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Austin Ekeler,Coby Fleener,Corey Clement,Coby Fleener,Rod Smith,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Carlos Hyde 4 | David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,David Johnson,David Johnson,David Johnson,David Johnson,Breshad Perriman,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,David Johnson,Giovanni Pascascio,David Johnson,David Johnson,David Johnson,Bryce Treggs,David Johnson,Terrelle Pryor Sr.,Marlon Mack,David Johnson,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Elijah McGuire,David Johnson,Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Brandon Bolden 5 | Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Chris Ivory,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Kenny Lawler Jr.,Adam Humphries,Hakeem Valles,Brian Riley,Kalif Phillips,Taylor McNamara,Andy Jones,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz,Zach Ertz 6 | Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,DeShone Kizer,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Mitchell Trubisky,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kellen Moore,Joel Stave,Cooper Rush,Matt Moore,Chase Daniel,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins 7 | Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,David Johnson,Terrelle Pryor Sr.,Le'Veon Bell,David Johnson,David Johnson,Terrelle Pryor Sr.,David Johnson,David Johnson,Randall Cobb,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Mike Wallace,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,David Johnson,David Johnson,Kaelin Clay,Julian Edelman,Brian Brown,Carlos Henderson,David Johnson,Francis Owusu,Jake Kumerow,Travis Rudolph,David Johnson,Terrelle Pryor Sr.,Latavius Murray,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,Terrelle Pryor Sr.,Terrelle Pryor Sr.,Terrelle Pryor Sr.,David Johnson,David Johnson,Darrin Laufasa,Jamize Olawale,Storm Johnson,John Kuhn,Ronnie Hillman,Terrelle Pryor Sr. 8 | Houston Texans,Los Angeles Rams,Denver Broncos,Cincinnati Bengals,Marvin Jones Jr.,Dallas Cowboys,Houston Texans,Marvin Jones Jr.,Los Angeles Chargers,Detroit Lions,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr. 9 | Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Chris Thompson,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Robert Tonyan,Cole Hikutini,Carlos Hyde,Ross Travis,Carlos Hyde,Manasseh Garner,Coby Fleener,Coby Fleener,Coby Fleener,De'Mard Llorens,Joe Banyard,DuJuan Harris,Michael Burton,Coby Fleener,Keith Smith,Coby Fleener,Alex Collins,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Coby Fleener,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Carlos Hyde,Carlos Hyde,Coby Fleener,Carlos Hyde,Coby Fleener 10 | Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Carolina Panthers,Marvin Jones Jr.,Marvin Jones Jr.,Baltimore Ravens,Marvin Jones Jr.,Marvin Jones Jr.,Chicago Bears,Marvin Jones Jr.,Houston Texans,Kansas City Chiefs,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Miami Dolphins,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Michael Clark,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Marvin Jones Jr.,Houston Texans,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Houston Texans,Houston Texans 11 | -------------------------------------------------------------------------------- /lineups.csv: -------------------------------------------------------------------------------- 1 | 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80 2 | Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,C.J. Prosise,Bennie Fowler,Cooper Kupp,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Terron Ward,Lamar Miller,Lamar Miller,Lamar Miller,Michael Roberts,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Ronnie Hillman,Tre McBride,Jerell Adams,Jordan Leggett,Germone Hopper,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller,Lamar Miller 3 | A.J. Green,A.J. Green,A.J. Green,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,A.J. Green,A.J. Green,A.J. Green,A.J. Green,Carlos Hyde,Carlos Hyde,A.J. Green,Carlos Hyde,Carlos Hyde,Carlos Hyde,A.J. Green,A.J. Green,Carlos Hyde,A.J. Green,A.J. Green,Andre Williams,Terrence Magee,A.J. Green,Carlos Hyde,A.J. Green,Carlos Hyde,A.J. Green,A.J. Green,A.J. Green,A.J. Green,A.J. Green,A.J. Green,Carlos Hyde,Los Angeles Rams,A.J. Green,A.J. Green,Carlos Hyde,Carlos Hyde,A.J. Green,Carlos Hyde,A.J. Green,A.J. Green,Carlos Hyde,A.J. Green,A.J. Green,A.J. Green,A.J. Green,Carlos Hyde,A.J. Green,Jared Abbrederis,Carlos Hyde,Johnny Holton,A.J. Green,Carlos Hyde,Carlos Hyde,A.J. Green,Carlos Hyde,Marquis Bundy,Dan Arnold,Carlos Hyde,Carlos Hyde,Chris Thompson,Brandon Reilly,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,A.J. Green,A.J. Green,Carlos Hyde,A.J. Green,A.J. Green,A.J. Green,A.J. Green,A.J. Green,A.J. Green 4 | Jordan Howard,Marvin Jones Jr.,Jordan Howard,A.J. Green,A.J. Green,A.J. Green,A.J. Green,A.J. Green,Jeremy Maclin,C.J. Anderson,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,A.J. Green,A.J. Green,Jordan Howard,Braxton Miller,A.J. Green,A.J. Green,Marvin Jones Jr.,Jarius Wright,A.J. Green,Marvin Jones Jr.,Marvin Jones Jr.,A.J. Green,A.J. Green,Marvin Jones Jr.,A.J. Green,Marvin Jones Jr.,A.J. Green,Jordan Howard,Jordan Howard,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Jordan Howard,A.J. Green,Jordan Howard,Jordan Howard,Jordan Howard,A.J. Green,A.J. Green,Marvin Jones Jr.,A.J. Green,Jordan Howard,Jordan Howard,A.J. Green,Malcolm Lewis,Quincy Adeboyejo,Los Angeles Rams,Jordan Howard,A.J. Green,Devante Mays,Jordan Howard,Kaelin Clay,Marvin Jones Jr.,Jordan Howard,A.J. Green,A.J. Green,Quayvon Hicks,A.J. Green,Jordan Howard,Marvin Jones Jr.,Cody Core,Richard Mullaney,Marvin Jones Jr.,Marvin Jones Jr.,De'Quan Hampton,A.J. Green,A.J. Green,A.J. Green,A.J. Green,Jordan Howard,Jordan Howard,A.J. Green,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr. 5 | Los Angeles Rams,Travis Kelce,Travis Kelce,Jordan Howard,Jordan Howard,Jordan Howard,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Travis Kelce,Los Angeles Rams,Travis Kelce,Carlos Hyde,Jordan Howard,LeGarrette Blount,Jesse James,Jordan Howard,Jordan Howard,Jordan Howard,Carlos Hyde,Los Angeles Rams,Marvin Jones Jr.,Los Angeles Rams,Los Angeles Rams,Jordan Howard,Marvin Jones Jr.,Kirk Cousins,Marvin Jones Jr.,Los Angeles Rams,Jordan Howard,Travis Kelce,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Carlos Hyde,Jordan Howard,Carlos Hyde,Los Angeles Rams,Los Angeles Rams,Jordan Howard,Jordan Howard,Los Angeles Rams,Jordan Howard,Los Angeles Rams,Travis Kelce,Jordan Howard,Kirk Cousins,Carlos Hyde,Kirk Cousins,Travis Kelce,Stacy Coley,Los Angeles Rams,Travis Kelce,Jordan Howard,Travis Kelce,Carlos Hyde,Alex Armah,John Kuhn,Carlos Hyde,Marvin Jones Jr.,Carlos Hyde,Los Angeles Rams,Marvin Jones Jr.,Jordan Howard,Travis Kelce,Travis Kelce,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Jordan Howard,Jordan Howard,Travis Kelce,Travis Kelce,Marvin Jones Jr.,Travis Kelce,Carlos Hyde,Kirk Cousins,Travis Kelce,Los Angeles Rams,Los Angeles Rams 6 | Carlos Hyde,Kirk Cousins,Matthew Stafford,Travis Kelce,Travis Kelce,Kirk Cousins,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Kirk Cousins,Carlos Hyde,Kirk Cousins,Travis Kelce,Los Angeles Rams,Travis Kelce,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Travis Kelce,Kirk Cousins,Los Angeles Rams,Kirk Cousins,Kirk Cousins,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Travis Kelce,Kirk Cousins,Travis Kelce,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Caleb Bluiett,Doug Baldwin,Kirk Cousins,Kirk Cousins,Jake Butt,Robert Tonyan,Kirk Cousins,Kyle Carter,Kirk Cousins,Kirk Cousins,Travis Kelce,Travis Kelce,Kirk Cousins,Dan Arnold,Kirk Cousins,Travis Kelce,Carlos Hyde,Kirk Cousins,Travis Kelce,Kirk Cousins,Travis Kelce,Travis Kelce,Travis Kelce,Travis Kelce,Los Angeles Rams,Travis Kelce,Kirk Cousins,Los Angeles Rams,Travis Kelce,Kirk Cousins,Kirk Cousins,Kirk Cousins,Travis Kelce,Los Angeles Rams,Travis Kelce,Travis Kelce,Kirk Cousins,Kirk Cousins,Travis Kelce,Kirk Cousins,Kirk Cousins,Travis Kelce,Keith Wenning,Bryce Petty,Kevin Hogan 7 | Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Chris Hogan,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Kirk Cousins,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Marvin Jones Jr.,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Kirk Cousins,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Kirk Cousins,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Johnny Holton,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Doug Baldwin,Kirk Cousins,Doug Baldwin,Doug Baldwin,Doug Baldwin,Kirk Cousins,Josh Malone,Kirk Cousins,Kirk Cousins,Josh Magee,Reggie Davis,Tim White,Richard Mullaney,Jamaal Jones,Myles White,Doug Baldwin,Doug Baldwin,Doug Baldwin 8 | Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Bruce Ellington,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Jordan Howard,Jordan Howard,Jordan Howard,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Doug Baldwin,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,A.J. Green,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Arrelious Benn,Keshawn Martin,Doug Baldwin,Jordan Howard,Jordan Howard,Jordan Howard,Jamel Johnson,Doug Baldwin,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Elijhaa Penny,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Doug Baldwin,Jordan Howard,Jordan Howard,Jordan Howard,DeAndre Smelter,Marvin Jones Jr.,DeAndrew White,Frankie Hammond Jr.,Marvin Jones Jr.,Marvin Jones Jr.,Jordan Howard,Jordan Howard,Marvin Jones Jr.,Jordan Howard,Marvin Jones Jr.,Jordan Howard,Jordan Howard 9 | Kirk Cousins,Ameer Abdullah,Carlos Hyde,Kirk Cousins,Kirk Cousins,New Orleans Saints,Carson Palmer,Kirk Cousins,Kirk Cousins,Carlos Hyde,Kirk Cousins,Carlos Hyde,Kirk Cousins,Kirk Cousins,Kirk Cousins,Carlos Hyde,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Kirk Cousins,Carlos Hyde,Kirk Cousins,Carlos Hyde,Ronnie Hillman,Kirk Cousins,Kirk Cousins,Tim Cook,Jordan Howard,Carlos Hyde,Kirk Cousins,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde,Los Angeles Rams,Kirk Cousins,Kirk Cousins,Carlos Hyde,Carlos Hyde,Kirk Cousins,Kirk Cousins,Carlos Hyde,Kirk Cousins,Carlos Hyde,Carlos Hyde,Zach Pascal,Carlos Hyde,Los Angeles Rams,Carlos Hyde,Carlos Hyde,Jordan Howard,Kirk Cousins,Carlos Hyde,Kirk Cousins,Carlos Hyde,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Kirk Cousins,Carlos Hyde,Kirk Cousins,Marvin Jones Jr.,Carlos Hyde,Carlos Hyde,Los Angeles Rams,Marvin Jones Jr.,Kirk Cousins,Marvin Jones Jr.,Marvin Jones Jr.,Carlos Hyde,Carlos Hyde,Kirk Cousins,Carlos Hyde,Los Angeles Rams,Carlos Hyde,Carlos Hyde,Carlos Hyde,Carlos Hyde 10 | Travis Kelce,Los Angeles Rams,Los Angeles Rams,San Francisco 49ers,Los Angeles Chargers,Travis Kelce,Los Angeles Rams,Coby Fleener,Travis Kelce,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Gerald Everett,Travis Kelce,Los Angeles Rams,Travis Kelce,Josh Hill,Travis Kelce,Travis Kelce,Travis Kelce,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,M.J. McFarland,Matt Weiser,Eric Tomlinson,Josiah Price,Los Angeles Rams,Gavin Escobar,Sean Culkin,Ryan O'Malley,Los Angeles Rams,Los Angeles Rams,Antony Auclair,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Travis Kelce,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Los Angeles Rams,Los Angeles Rams,Travis Kelce,Travis Kelce 11 | -------------------------------------------------------------------------------- /genalg.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | """ 3 | pyeasyga module 4 | 5 | """ 6 | import random 7 | import numpy as np 8 | import pandas as pd 9 | import copy 10 | from operator import attrgetter 11 | 12 | from six.moves import range 13 | 14 | 15 | class GeneticAlgorithm(object): 16 | """Genetic Algorithm class. 17 | 18 | This is the main class that controls the functionality of the Genetic 19 | Algorithm. 20 | 21 | """ 22 | 23 | def __init__(self, 24 | seed_data, 25 | population_size=50, 26 | generations=100, 27 | crossover_probability=0.8, 28 | mutation_probability=0.2, 29 | elitism=True, 30 | maximise_fitness=True, 31 | oneToZeroRatio=None, 32 | categories='Baseball'): 33 | """Instantiate the Genetic Algorithm. 34 | 35 | :param seed_data: input data to the Genetic Algorithm 36 | :type seed_data: pandas dataframe 37 | :param int population_size: size of population 38 | :param int generations: number of generations to evolve 39 | :param float crossover_probability: probability of crossover operation 40 | :param float mutation_probability: probability of mutation operation 41 | :param list categories: 'Baseball' or 'Football'. Tells us what our genes (positions) 42 | are composed of. 43 | """ 44 | 45 | self.seed_data = seed_data 46 | self.population_size = population_size 47 | self.generations = generations 48 | self.crossover_probability = crossover_probability 49 | self.mutation_probability = mutation_probability 50 | self.elitism = elitism 51 | self.maximise_fitness = maximise_fitness 52 | self.oneToZeroRatio = oneToZeroRatio 53 | if categories == 'Baseball': 54 | self.categories = ['OF1', 'OF2', 'OF3','SP1', 'SP2', '1B','2B','3B','SS','C'] 55 | elif categories == 'Football': 56 | self.categories = ['WR1', 'WR2', 'WR3', 'QB','RB1','RB2','TE','FLEX','D'] 57 | 58 | else: 59 | self.categories = None 60 | self.current_generation = [] 61 | 62 | def create_individual(seed_data): 63 | """Create a candidate solution representation. 64 | 65 | :param seed_data: input data to the Genetic Algorithm 66 | :type seed_data: pandas dataframe 67 | :returns: candidate solution representation as a dictionary mapping 68 | position to player. Genes are the players, lineups are the individuals. 69 | 70 | """ 71 | 72 | previously_chosen = [] 73 | individuals = {gene: randomlySelect(gene,seed_data,previously_chosen) for gene in self.categories} 74 | return individuals 75 | 76 | def randomlySelect(key,seed_data,previously_chosen): 77 | """ This function randomly selects players from each 78 | category to construct an initial linup and does a check to make sure 79 | that we aren't picking the same player twice in the case where a player 80 | can play more than one position """ 81 | 82 | # Remove the index of categories that have multiple slots 83 | already_chosen = True 84 | while already_chosen: 85 | key = ''.join([i for i in key if not i.isdigit()]) 86 | if key == 'FLEX': 87 | seed_data = seed_data[(seed_data['Pos'] == 'WR') | (seed_data['Pos'] == 'RB') | (seed_data['Pos'] == 'TE')].reset_index(drop=True) 88 | else: 89 | seed_data = seed_data[seed_data['Pos'].str.contains(key)].reset_index(drop=True) 90 | index = random.randrange(len(seed_data)) 91 | value = (seed_data.get_value(index,'Player Name'),seed_data.get_value(index,'Proj FP'),seed_data.get_value(index,'Salary')) 92 | if value[0] not in previously_chosen: 93 | already_chosen = False 94 | previously_chosen.append(value[0]) 95 | # print(previously_chosen) 96 | return value 97 | 98 | def crossover(parent_1, parent_2): 99 | """Crossover (mate) two parents to produce two children. 100 | 101 | :param parent_1: candidate solution representation (list) 102 | :param parent_2: candidate solution representation (list) 103 | :returns: tuple containing two children 104 | 105 | """ 106 | def exist_duplicates_values(values): 107 | return len(set(values)) != len(values) 108 | 109 | exist_duplicates = True 110 | while exist_duplicates: 111 | index = random.randrange(1, len(parent_1)) 112 | keys = list(parent_1.keys()) 113 | random.shuffle(keys) 114 | child_1 = { key:(parent_1[key] if i <= index else parent_2[key]) for key,i in zip(keys,range(len(self.categories))) } 115 | exist_duplicates = exist_duplicates_values(child_1.values()) 116 | 117 | exist_duplicates = True 118 | while exist_duplicates: 119 | index = random.randrange(1, len(parent_2)) 120 | keys = list(parent_2.keys()) 121 | random.shuffle(keys) 122 | child_2 = {key:(parent_2[key] if i <= index else parent_1[key]) for key,i in zip(keys,range(len(self.categories)))} 123 | exist_duplicates = exist_duplicates_values(child_2.values()) 124 | 125 | return child_1, child_2 126 | 127 | def mutate(individual,seed_data): 128 | """Reverse the bit of a random index in an individual.""" 129 | mutate_index = random.randrange(len(individual)) 130 | keys = list(individual.keys()) 131 | k = keys[mutate_index] 132 | previously_chosen = [individual[key][0] for key in keys if key != k] 133 | individual[k] = randomlySelect(k,seed_data,previously_chosen) 134 | # print([individual[key][0] for key in individual]) 135 | # individual[mutate_index] = (0, 1)[individual[mutate_index] == 0] 136 | 137 | def random_selection(population): 138 | """Select and return a random member of the population.""" 139 | return random.choice(population) 140 | 141 | def tournament_selection(population): 142 | """Select a random number of individuals from the population and 143 | return the fittest member of them all. 144 | """ 145 | if self.tournament_size == 0: 146 | self.tournament_size = 2 147 | members = random.sample(population, self.tournament_size) 148 | members.sort( 149 | key=attrgetter('fitness'), reverse=self.maximise_fitness) 150 | return members[0] 151 | 152 | self.fitness_function = None 153 | self.tournament_selection = tournament_selection 154 | self.tournament_size = self.population_size // 10 155 | self.random_selection = random_selection 156 | self.create_individual = create_individual 157 | self.crossover_function = crossover 158 | self.mutate_function = mutate 159 | self.selection_function = self.tournament_selection 160 | 161 | def create_initial_population(self): 162 | """Create members of the first population randomly. 163 | """ 164 | initial_population = [] 165 | for _ in range(self.population_size): 166 | genes = self.create_individual(self.seed_data) 167 | individual = Chromosome(genes) 168 | initial_population.append(individual) 169 | self.current_generation = initial_population 170 | 171 | def calculate_population_fitness(self): 172 | """Calculate the fitness of every member of the given population using 173 | the supplied fitness_function. 174 | """ 175 | for individual in self.current_generation: 176 | individual.fitness = self.fitness_function( 177 | individual.genes, self.seed_data) 178 | # print(individual.fitness) 179 | def rank_population(self): 180 | """Sort the population by fitness according to the order defined by 181 | maximise_fitness. 182 | """ 183 | self.current_generation.sort( 184 | key=attrgetter('fitness'), reverse=self.maximise_fitness) 185 | 186 | def create_new_population(self): 187 | """Create a new population using the genetic operators (selection, 188 | crossover, and mutation) supplied. 189 | """ 190 | new_population = [] 191 | elite = copy.deepcopy(self.current_generation[0]) 192 | selection = self.selection_function 193 | 194 | while len(new_population) < self.population_size: 195 | parent_1 = copy.deepcopy(selection(self.current_generation)) 196 | parent_2 = copy.deepcopy(selection(self.current_generation)) 197 | 198 | child_1, child_2 = parent_1, parent_2 199 | child_1.fitness, child_2.fitness = 0, 0 200 | 201 | can_crossover = random.random() < self.crossover_probability 202 | can_mutate = random.random() < self.mutation_probability 203 | 204 | if can_crossover: 205 | child_1.genes, child_2.genes = self.crossover_function( 206 | parent_1.genes, parent_2.genes) 207 | 208 | if can_mutate: 209 | self.mutate_function(child_1.genes,self.seed_data) 210 | self.mutate_function(child_2.genes,self.seed_data) 211 | 212 | new_population.append(child_1) 213 | if len(new_population) < self.population_size: 214 | new_population.append(child_2) 215 | 216 | if self.elitism: 217 | new_population[0] = elite 218 | 219 | self.current_generation = new_population 220 | 221 | def create_first_generation(self): 222 | """Create the first population, calculate the population's fitness and 223 | rank the population by fitness according to the order specified. 224 | """ 225 | self.create_initial_population() 226 | self.calculate_population_fitness() 227 | self.rank_population() 228 | 229 | 230 | 231 | def create_next_generation(self): 232 | """Create subsequent populations, calculate the population fitness and 233 | rank the population by fitness in the order specified. 234 | """ 235 | self.create_new_population() 236 | self.calculate_population_fitness() 237 | self.rank_population() 238 | 239 | def run(self): 240 | """Run (solve) the Genetic Algorithm.""" 241 | self.create_first_generation() 242 | 243 | for _ in range(1, self.generations): 244 | self.create_next_generation() 245 | 246 | def best_individual(self): 247 | """Return the individual with the best fitness in the current 248 | generation. 249 | """ 250 | best = self.current_generation[0] 251 | return (best.fitness, best.genes) 252 | 253 | def last_generation(self): 254 | """Return members of the last generation as a generator function.""" 255 | return ((member.fitness, member.genes) for member 256 | in self.current_generation) 257 | 258 | 259 | class Chromosome(object): 260 | """ Chromosome class that encapsulates an individual's fitness and solution 261 | representation. 262 | """ 263 | def __init__(self, genes): 264 | """Initialise the Chromosome.""" 265 | self.genes = genes 266 | self.fitness = 0 267 | 268 | def __repr__(self): 269 | """Return initialised Chromosome representation in human readable form. 270 | """ 271 | return repr((self.fitness, self.genes)) 272 | -------------------------------------------------------------------------------- /NFL/OffenseWeek1.csv: -------------------------------------------------------------------------------- 1 | Player Name,Likes,Inj,Pos,Salary,Team,Opp,Vegas Pts,Vegas Spread,Defense Pass Yds/G,Defense Rush Yds/G,DvP,L3 Pass Att,S Pass Att,Proj Pass Att,Red Zone Pass Att,Yards Per Pass Att,L3 Rush Att,S Rush Att,Proj Rush Att,Red Zone Rush Att,Yards Per Rush Att,L3 Targets,S Targets,Proj Targets,Red Zone Targets,Yards Per Target,Projected Usage,L3 FP,L16 FP,S FP,Floor FP,Ceil FP,Proj FP,Proj Val,Actual FP,Actual Val Le'Veon Bell,18,,RB,9800,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,16.8,0,0,0,0,6.1,0,0,39,0,0,0,0,0,22,2.2,7.7,0.8 David Johnson,19,D,RB,9400,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,18,0,0,0,0,6.4,0,0,38,0,0,0,0,0,24.4,2.6,14.1,1.5 Antonio Brown,15,,WR,8800,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0.2,0,0,0,0,10.1,0,0,17,0,0,0,0,0,23.7,2.7,32.2,3.7 Julio Jones,9,,WR,8500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,9.6,0,0,16,0,0,0,0,0,20.3,2.4,10.6,1.2 Odell Beckham Jr.,0,Q,WR,8300,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 LeSean McCoy,18,,RB,8200,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,16.3,0,0,0,0,3.3,0,0,35,0,0,0,0,0,19.1,2.3,23.9,2.9 Ezekiel Elliott,4,,RB,8100,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,19.9,0,0,0,0,3.1,0,0,37,0,0,0,0,0,19.6,2.4,22,2.7 A.J. Green,19,,WR,8000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,10.1,0,0,17,0,0,0,0,0,19,2.4,12.4,1.6 Mike Evans,2,,WR,7800,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Brandin Cooks,0,,WR,7700,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0.3,0,0,0,0,8.2,0,0,14,0,0,0,0,0,16.8,2.2,11.8,1.5 Jordy Nelson,12,,WR,7600,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,7.8,0,0,13,0,0,0,0,0,17.7,2.3,20.9,2.8 Tom Brady,3,,QB,7600,NE,KC,27.8,NE by 8,2%,11%,-3%,0,0,33.7,0,0,0,0,2,0,0,0,0,0,0,0,58,0,0,0,0,0,19.8,2.6,10.7,1.4 Dez Bryant,2,,WR,7500,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,7.8,0,0,12,0,0,0,0,0,15.5,2.1,6.3,0.8 DeMarco Murray,19,,RB,7400,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,15.3,0,0,0,0,3.4,0,0,33,0,0,0,0,0,16.8,2.3,8,1.1 Michael Thomas,0,,WR,7400,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,7.1,0,0,11,0,0,0,0,0,11.6,1.6,9.5,1.3 Ben Roethlisberger,6,,QB,7300,PIT,@CLE,28.5,PIT by 10,3%,31%,16%,0,0,33.4,0,0,0,0,3.5,0,0,0,0,0,0,0,62,0,0,0,0,0,19.2,2.6,16.7,2.3 Amari Cooper,19,,WR,7200,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,15,0,0,0,0,0,16.6,2.3,17.2,2.4 Drew Brees,3,,QB,7200,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,38.1,0,0,0,0,1.5,0,0,0,0,0,0,0,63,0,0,0,0,0,21.6,3,15.6,2.2 Cam Newton,10,,QB,7100,CAR,@SF,25,CAR by 4.5,0%,52%,4%,0,0,30.9,0,0,0,0,5.2,0,0,0,0,0,0,0,60,0,0,0,0,0,19.1,2.7,14.1,2 Devonta Freeman,14,,RB,7000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,12.1,0,0,0,0,3.9,0,0,27,0,0,0,0,0,13.9,2,11.9,1.7 Aaron Rodgers,11,,QB,7000,GB,SEA,26,GB by 2.5,-7%,-15%,-13%,0,0,34.4,0,0,0,0,3.8,0,0,0,0,0,0,0,64,0,0,0,0,0,22.7,3.2,20.5,2.9 Matt Ryan,7,,QB,6900,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,0%,0,0,35.6,0,0,0,0,1.8,0,0,0,0,0,0,0,64,0,0,0,0,0,19.6,2.8,20.9,3 Russell Wilson,21,,QB,6900,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,34.7,0,0,0,0,5.5,0,0,0,0,0,0,0,68,0,0,0,0,0,23,3.3,9.3,1.3 T.Y. Hilton,2,,WR,6900,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,9.1,0,0,15,0,0,0,0,0,15.1,2.2,7.7,1.1 Marcus Mariota,13,,QB,6800,TEN,OAK,26,TEN by 2.5,7%,8%,8%,0,0,28.3,0,0,0,0,3.7,0,0,0,0,0,0,0,56,0,0,0,0,0,18.5,2.7,18.8,2.8 Rob Gronkowski,1,,TE,6800,NE,KC,27.8,NE by 8,2%,11%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,7,0,0,0,0,0,10.9,1.6,5.3,0.8 Doug Baldwin,27,,WR,6700,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,7.4,0,0,13,0,0,0,0,0,19.2,2.9,10,1.5 Derek Carr,20,,QB,6700,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,14%,0,0,37.9,0,0,0,0,1.9,0,0,0,0,0,0,0,65,0,0,0,0,0,19.3,2.9,18.7,2.8 Jameis Winston,4,,QB,6600,TB,@MIA,21.8,TB by 2.5,0%,29%,14%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Melvin Gordon,8,,RB,6600,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,17.6,0,0,0,0,3.3,0,0,35,0,0,0,0,0,15.8,2.4,18.9,2.9 Jay Ajayi,3,,RB,6500,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Andrew Luck,,O,QB,6500,IND,@LAR,19,LAR by 3.5,-3%,-5%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Golden Tate,3,Q,WR,6500,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0.5,0,0,0,0,6.5,0,0,12,0,0,0,0,0,12.5,1.9,24.4,3.8 Kirk Cousins,14,,QB,6400,WAS,PHI,24.3,PHI by 1,-1%,-5%,-5%,0,0,35.4,0,0,0,0,2,0,0,0,0,0,0,0,61,0,0,0,0,0,21.8,3.4,13.6,2.1 Jordan Howard,11,,RB,6300,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,16.7,0,0,0,0,2.5,0,0,34,0,0,0,0,0,18.3,2.9,15.6,2.5 Demaryius Thomas,2,,WR,6300,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,6.5,0,0,11,0,0,0,0,0,14.9,2.4,11.7,1.9 Dak Prescott,1,,QB,6300,DAL,NYG,26.3,DAL by 6,4%,-19%,-22%,0,0,31.3,0,0,0,0,3.4,0,0,0,0,0,0,0,55,0,0,0,0,0,19.8,3.1,17.1,2.7 Tyrod Taylor,2,,QB,6200,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,24.7,0,0,0,0,6.2,0,0,0,0,0,0,0,55,0,0,0,0,0,17.4,2.8,19.8,3.2 Sammy Watkins,4,,WR,6200,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,7.1,0,0,12,0,0,0,0,0,13,2.1,10.8,1.7 Greg Olsen,7,,TE,6200,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,6.3,0,0,11,0,0,0,0,0,11.1,1.8,3.8,0.6 Keenan Allen,0,,WR,6100,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,12,0,0,0,0,0,11.3,1.9,14.5,2.4 Terrelle Pryor Sr.,8,,WR,6100,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0.3,0,0,0,0,9.1,0,0,15,0,0,0,0,0,17.7,2.9,12.6,2.1 Darren McFadden,,Q,RB,6100,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,5.9,0,0,0,0,1.2,0,0,11,0,0,0,0,0,4.9,0.8,0,0 Matthew Stafford,12,,QB,6100,DET,ARI,23,ARI by 2.5,-13%,-13%,-3%,0,0,36.9,0,0,0,0,2.6,0,0,0,0,0,0,0,65,0,0,0,0,0,20.8,3.4,28.1,4.6 Stefon Diggs,6,,WR,6000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0.3,0,0,0,0,8.8,0,0,15,0,0,0,0,0,16.5,2.8,27.7,4.6 Todd Gurley II,26,,RB,6000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,18.8,0,0,0,0,3.1,0,0,38,0,0,0,0,0,17.7,2.9,20.6,3.4 Michael Crabtree,18,,WR,6000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,13,0,0,0,0,0,14.3,2.4,14.3,2.4 Carson Palmer,18,,QB,6000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,15%,0,0,35.2,0,0,0,0,1.1,0,0,0,0,0,0,0,57,0,0,0,0,0,17.9,3,12,2 Martavis Bryant,3,,WR,6000,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,6.7,0,0,11,0,0,0,0,0,10,1.7,3.4,0.6 Jordan Reed,0,,TE,5900,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,4.8,0,0,8,0,0,0,0,0,10,1.7,8.6,1.5 Larry Fitzgerald,22,,WR,5900,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,13,0,0,0,0,0,16.9,2.9,13.4,2.3 Kelvin Benjamin,16,,WR,5900,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,8.4,0,0,14,0,0,0,0,0,13.7,2.3,3.5,0.6 Sam Bradford,11,,QB,5900,MIN,NO,25.3,MIN by 3,13%,-7%,13%,0,0,35.8,0,0,0,0,1.3,0,0,0,0,0,0,0,61,0,0,0,0,0,18,3.1,28.5,4.8 DeAndre Hopkins,1,,WR,5900,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,9.1,0,0,15,0,0,0,0,0,15.4,2.6,18.5,3.1 Dalvin Cook,8,,RB,5900,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,13.8,0,0,0,0,2.6,0,0,27,0,0,0,0,0,13,2.2,19.7,3.3 Philip Rivers,3,,QB,5800,LAC,@DEN,19.5,DEN by 3,-23%,20%,-26%,0,0,35.7,0,0,0,0,1,0,0,0,0,0,0,0,61,0,0,0,0,0,16.5,2.8,18.7,3.2 Ty Montgomery,5,,RB,5800,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,10.1,0,0,0,0,3.2,0,0,22,0,0,0,0,0,10.6,1.8,19.3,3.3 Jimmy Garoppolo,,,QB,5800,NE,KC,27.8,NE by 8,2%,11%,-3%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alshon Jeffery,3,,WR,5800,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,7.4,0,0,12,0,0,0,0,0,12.2,2.1,8.8,1.5 Kareem Hunt,0,,RB,5800,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,11.9,0,0,0,0,3.9,0,0,27,0,0,0,0,0,12.5,2.2,49.6,8.6 Leonard Fournette,2,,RB,5700,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,16.1,0,0,0,0,3,0,0,31,0,0,0,0,0,14,2.5,24.4,4.3 Tyreek Hill,0,Q,WR,5700,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,1.3,0,0,0,0,7,0,0,14,0,0,0,0,0,12.7,2.2,29.8,5.2 Andy Dalton,1,,QB,5700,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,32.1,0,0,0,0,2.7,0,0,0,0,0,0,0,59,0,0,0,0,0,16,2.8,2,0.4 Jamison Crowder,4,,WR,5600,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0.3,0,0,0,0,6.7,0,0,12,0,0,0,0,0,15.4,2.8,3.4,0.6 Eli Manning,6,,QB,5600,NYG,@DAL,20.3,DAL by 6,8%,-23%,1%,0,0,36.1,0,0,0,0,1,0,0,0,0,0,0,0,61,0,0,0,0,0,16.8,3,7.7,1.4 Travis Kelce,1,,TE,5600,KC,@NE,19.8,NE by 8,-1%,-19%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,8.6,0,0,15,0,0,0,0,0,15.3,2.7,9.4,1.7 Joe Mixon,0,,RB,5500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,12.4,0,0,0,0,2.7,0,0,25,0,0,0,0,0,12,2.2,5.4,1 Joe Flacco,1,,QB,5500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,0%,0,0,40.8,0,0,0,0,1.4,0,0,0,0,0,0,0,66,0,0,0,0,0,16.4,3,7.8,1.4 Derek Anderson,,,QB,5500,CAR,@SF,25,CAR by 4.5,0%,52%,4%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Derrick Henry,1,,RB,5500,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,9.2,0,0,0,0,1.1,0,0,18,0,0,0,0,0,10,1.8,2.5,0.5 Jay Cutler,,,QB,5400,MIA,TB,19.3,TB by 2.5,4%,8%,2%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Tevin Coleman,1,,RB,5400,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,6.7,0,0,0,0,2.8,0,0,16,0,0,0,0,0,9.5,1.8,9.8,1.8 Jarvis Landry,1,,WR,5400,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Alex Smith,1,,QB,5400,KC,@NE,19.8,NE by 8,-1%,-19%,-6%,0,0,35.7,0,0,0,0,2.6,0,0,0,0,0,0,0,65,0,0,0,0,0,13.6,2.5,34,6.3 Christian McCaffrey,18,,RB,5400,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,9.5,0,0,0,0,3,0,0,21,0,0,0,0,0,11.7,2.2,12.5,2.3 DeVante Parker,,,WR,5300,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Pierre Garcon,12,,WR,5300,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,7.4,0,0,13,0,0,0,0,0,12,2.3,14.1,2.7 Randall Cobb,2,,WR,5300,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0.3,0,0,0,0,5.9,0,0,10,0,0,0,0,0,12.4,2.3,17.5,3.3 Marshawn Lynch,1,,RB,5300,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,13,0,0,0,0,2.6,0,0,25,0,0,0,0,0,12.4,2.3,10.2,1.9 Isaiah Crowell,5,,RB,5300,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,14.8,0,0,0,0,2.5,0,0,30,0,0,0,0,0,13.8,2.6,10.6,2 Carson Wentz,13,,QB,5300,PHI,@WAS,25.3,PHI by 1,7%,10%,5%,0,0,39.1,0,0,0,0,2.5,0,0,0,0,0,0,0,66,0,0,0,0,0,18.9,3.6,23.9,4.5 Emmanuel Sanders,2,,WR,5200,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,7.9,0,0,13,0,0,0,0,0,11.5,2.2,5.6,1.1 Danny Woodhead,1,Q,RB,5200,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,5.5,0,0,0,0,4.7,0,0,16,0,0,0,0,0,10.1,1.9,6.7,1.3 Davante Adams,4,,WR,5200,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,6.9,0,0,12,0,0,0,0,0,14.1,2.7,7.7,1.5 Colt McCoy,,,QB,5200,WAS,PHI,24.3,PHI by 1,-1%,-5%,-5%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Allen Robinson,3,O,WR,5200,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,9.3,0,0,15,0,0,0,0,0,0,0,2.7,0.5 Brian Hoyer,8,,QB,5100,SF,CAR,20.5,CAR by 4.5,11%,-16%,5%,0,0,32.8,0,0,0,0,1.6,0,0,0,0,0,0,0,59,0,0,0,0,0,14.2,2.8,5.2,1 Lamar Miller,5,,RB,5100,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,18.1,0,0,0,0,2.9,0,0,34,0,0,0,0,0,14.4,2.8,11.6,2.3 Brandon Marshall,5,,WR,5100,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,13,0,0,0,0,0,14.4,2.8,2,0.4 Jimmy Graham,12,,TE,5100,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,6.4,0,0,11,0,0,0,0,0,11.4,2.2,3.8,0.7 Trevor Siemian,3,,QB,5000,DEN,LAC,22.5,DEN by 3,3%,-10%,2%,0,0,31.6,0,0,0,0,2.6,0,0,0,0,0,0,0,56,0,0,0,0,0,15.3,3.1,23.7,4.7 Eric Decker,1,,WR,5000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,5.9,0,0,10,0,0,0,0,0,11.9,2.4,4,0.8 Jeremy Maclin,1,,WR,5000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,7.7,0,0,12,0,0,0,0,0,13.7,2.7,13.6,2.7 Donte Moncrief,1,,WR,5000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,7.7,0,0,13,0,0,0,0,0,11.8,2.4,6,1.2 Cameron Meredith,,,WR,5000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Eddie Lacy,0,,RB,5000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,12.3,0,0,0,0,1.3,0,0,23,0,0,0,0,0,7.9,1.6,0.3,0.1 Ryan Tannehill,,,QB,5000,MIA,TB,19.3,TB by 2.5,4%,8%,2%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jonathan Stewart,1,,RB,5000,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,11.5,0,0,0,0,0.5,0,0,20,0,0,0,0,0,8.8,1.8,16.2,3.2 Matt Moore,,,QB,4900,MIA,TB,19.3,TB by 2.5,4%,8%,2%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jacquizz Rodgers,1,,RB,4900,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 DeSean Jackson,1,,WR,4900,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Bilal Powell,7,,RB,4900,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,9.8,0,0,0,0,3.9,0,0,24,0,0,0,0,0,11.3,2.3,8.9,1.8 Willie Snead,,S,WR,4900,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyrell Williams,0,,WR,4900,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,8,0,0,0,0,0,8.2,1.7,10.4,2.1 Mike Glennon,1,,QB,4900,CHI,ATL,20.8,ATL by 6.5,10%,-4%,15%,0,0,24.9,0,0,0,0,1.2,0,0,0,0,0,0,0,47,0,0,0,0,0,10.9,2.2,12.5,2.6 DeShone Kizer,3,,QB,4800,CLE,PIT,18.5,PIT by 10,0%,-8%,-10%,0,0,31.5,0,0,0,0,3.7,0,0,0,0,0,0,0,61,0,0,0,0,0,16,3.3,19.6,4.1 Adam Thielen,8,,WR,4800,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0.3,0,0,0,0,6.5,0,0,11,0,0,0,0,0,12.9,2.7,27.7,5.8 Kenny Britt,1,,WR,4800,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,6.3,0,0,11,0,0,0,0,0,11.3,2.4,2.3,0.5 Cody Kessler,,,QB,4800,CLE,PIT,18.5,PIT by 10,0%,-8%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tom Savage,1,,QB,4800,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-11%,0,0,30.7,0,0,0,0,3.4,0,0,0,0,0,0,0,55,0,0,0,0,0,13.4,2.8,0.5,0.1 Thomas Rawls,,Q,RB,4800,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 John Brown,0,,WR,4800,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0.3,0,0,0,0,5.5,0,0,9,0,0,0,0,0,11.1,2.3,8.2,1.7 Blake Bortles,0,,QB,4800,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-17%,0,0,32.8,0,0,0,0,3,0,0,0,0,0,0,0,58,0,0,0,0,0,13.4,2.8,10.3,2.1 Mark Ingram,3,,RB,4800,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,10.2,0,0,0,0,3.5,0,0,22,0,0,0,0,0,10.7,2.2,12.1,2.5 Mike Gillislee,0,,RB,4800,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,11.2,0,0,0,0,1,0,0,20,0,0,0,0,0,9.1,1.9,22.5,4.7 Geno Smith,,,QB,4800,NYG,@DAL,20.3,DAL by 6,8%,-23%,1%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Hogan,0,,WR,4800,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,3.8,0,0,6,0,0,0,0,0,7,1.5,3.5,0.7 Ryan Fitzpatrick,,,QB,4800,TB,@MIA,21.8,TB by 2.5,0%,29%,14%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Deshaun Watson,,Q,QB,4800,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-11%,0,0,3.4,0,0,0,0,0.7,0,0,0,0,0,0,0,7,0,0,0,0,0,1.8,0.4,7.7,1.6 Jared Goff,0,,QB,4800,LAR,IND,22.5,LAR by 3.5,9%,11%,6%,0,0,31.3,0,0,0,0,1.8,0,0,0,0,0,0,0,58,0,0,0,0,0,14.1,2.9,19.4,4 Doug Martin,,S,RB,4800,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Matt Forte,0,,RB,4800,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,8.5,0,0,0,0,2.6,0,0,20,0,0,0,0,0,9.2,1.9,6.6,1.4 Brett Hundley,,,QB,4700,GB,SEA,26,GB by 2.5,-7%,-15%,-13%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Cole Beasley,0,,WR,4700,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,5.2,0,0,8,0,0,0,0,0,11.1,2.4,6.2,1.3 Colin Kaepernick,,,QB,4700,,@SF,,,0%,52%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Terrance West,0,,RB,4700,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,12.3,0,0,0,0,2.4,0,0,23,0,0,0,0,0,9.3,2,14,3 Theo Riddick,0,,RB,4700,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,4.7,0,0,0,0,5.3,0,0,17,0,0,0,0,0,12.4,2.6,14.6,3.1 Case Keenum,,,QB,4700,MIN,NO,25.3,MIN by 3,13%,-7%,13%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Landry Jones,,,QB,4700,PIT,@CLE,28.5,PIT by 10,3%,31%,16%,0,0,1.7,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0 Kyle Rudolph,6,,TE,4700,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,5.4,0,0,9,0,0,0,0,0,10.9,2.3,11.6,2.5 Patrick Mahomes II,,,QB,4700,KC,@NE,19.8,NE by 8,-1%,-19%,-6%,0,0,2.7,0,0,0,0,0.4,0,0,0,0,0,0,0,5,0,0,0,0,0,1.1,0.2,0,0 AJ McCarron,,,QB,4700,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Paxton Lynch,,O,QB,4600,DEN,LAC,22.5,DEN by 3,3%,-10%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Carlos Hyde,9,,RB,4600,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,13.6,0,0,0,0,3.5,0,0,29,0,0,0,0,0,13.5,2.9,13.7,3 Duke Johnson Jr.,1,,RB,4600,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,6.6,0,0,0,0,4.6,0,0,19,0,0,0,0,0,11.4,2.5,4,0.9 Mitchell Trubisky,,,QB,4600,CHI,ATL,20.8,ATL by 6.5,10%,-4%,15%,0,0,6.4,0,0,0,0,0.5,0,0,0,0,0,0,0,12,0,0,0,0,0,3,0.7,0,0 C.J. Anderson,6,,RB,4600,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,16.6,0,0,0,0,1.8,0,0,30,0,0,0,0,0,12,2.6,9.8,2.1 Chase Daniel,,,QB,4600,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Nick Foles,,,QB,4600,PHI,@WAS,25.3,PHI by 1,7%,10%,5%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Josh McCown,,,QB,4600,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-6%,0,0,33.3,0,0,0,0,1.3,0,0,0,0,0,0,0,61,0,0,0,0,0,16.3,3.5,11.5,2.5 Tyler Eifert,4,,TE,4600,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,5.1,0,0,9,0,0,0,0,0,9.4,2,1.4,0.3 Blaine Gabbert,,,QB,4500,ARI,@DET,25.5,ARI by 2.5,3%,-2%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trevone Boykin,,,QB,4500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Mallett,,,QB,4500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,0%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 James Conner,,,RB,4500,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,3.1,0,0,0,0,0.3,0,0,6,0,0,0,0,0,2.3,0.5,1.1,0.2 Scott Tolzien,0,,QB,4500,IND,@LAR,19,LAR by 3.5,-3%,-5%,4%,0,0,39.5,0,0,0,0,0.3,0,0,0,0,0,0,0,65,0,0,0,0,0,16.6,3.7,3.3,0.7 Brock Osweiler,,,QB,4500,DEN,LAC,22.5,DEN by 3,3%,-10%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 LeGarrette Blount,,,RB,4500,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,10.1,0,0,0,0,1.1,0,0,18,0,0,0,0,0,8.1,1.8,11.7,2.6 Giovani Bernard,,,RB,4500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,5.5,0,0,0,0,3.4,0,0,15,0,0,0,0,0,7.8,1.7,8.9,2 Connor Cook,,Q,QB,4500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Adrian Peterson,0,,RB,4500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,10.4,0,0,0,0,1.4,0,0,19,0,0,0,0,0,6.2,1.4,1.8,0.4 Matt Cassel,,,QB,4500,TEN,OAK,26,TEN by 2.5,7%,8%,8%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Mike Wallace,,,WR,4500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0.2,0,0,0,0,6.8,0,0,11,0,0,0,0,0,11.1,2.5,1.8,0.4 Matt Schaub,,,QB,4500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,0%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Jeremy Hill,,,RB,4400,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,6.3,0,0,0,0,0.3,0,0,11,0,0,0,0,0,3.9,0.9,3.4,0.8 Tyler Lockett,0,,WR,4400,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,5.5,0,0,9,0,0,0,0,0,13.2,3,1.8,0.4 Jordan Matthews,1,,WR,4400,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,5.6,0,0,10,0,0,0,0,0,10.4,2.4,8.1,1.8 Alfred Morris,,,RB,4400,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,1.6,0,0,0,0,0.3,0,0,3,0,0,0,0,0,1.2,0.3,0.1,0 Kellen Moore,,,QB,4400,DAL,NYG,26.3,DAL by 6,4%,-19%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Corey Coleman,2,,WR,4400,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,6.8,0,0,12,0,0,0,0,0,10.5,2.4,16.3,3.7 Cardale Jones,,,QB,4400,LAC,@DEN,19.5,DEN by 3,-23%,20%,-26%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Rex Burkhead,,,RB,4400,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,7,0,0,0,0,1,0,0,13,0,0,0,0,0,5.3,1.2,3.3,0.7 Christian Hackenberg,,,QB,4400,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-6%,0,0,1.8,0,0,0,0,0.2,0,0,0,0,0,0,0,4,0,0,0,0,0,1,0.2,0,0 Devin Funchess,1,,WR,4300,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,5.9,0,0,10,0,0,0,0,0,11.7,2.7,4,0.9 Delanie Walker,19,,TE,4300,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,5.4,0,0,9,0,0,0,0,0,10.1,2.3,14.6,3.4 Danny Amendola,,Q,WR,4300,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0.3,0,0,0,0,5.3,0,0,9,0,0,0,0,0,5.9,1.4,19,4.4 Mark Sanchez,,Q,QB,4300,CHI,ATL,20.8,ATL by 6.5,10%,-4%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Frank Gore,0,,RB,4300,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,14.2,0,0,0,0,2.7,0,0,28,0,0,0,0,0,12.5,2.9,6.2,1.4 Paul Perkins,0,,RB,4300,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,13.2,0,0,0,0,2.1,0,0,25,0,0,0,0,0,11.3,2.6,4.5,1 Chad Henne,,,QB,4300,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-17%,0,0,3.6,0,0,0,0,0.5,0,0,0,0,0,0,0,7,0,0,0,0,0,1.3,0.3,0,0 Sean Mannion,,,QB,4300,LAR,IND,22.5,LAR by 3.5,9%,11%,6%,0,0,0.6,0,0,0,0,0.3,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,-0.2,0 Rob Kelley,2,,RB,4300,WAS,PHI,24.3,PHI by 1,-1%,-5%,-9%,0,0,0,0,0,0,0,14.1,0,0,0,0,1,0,0,25,0,0,0,0,0,10.2,2.4,3,0.7 Ameer Abdullah,5,,RB,4300,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,12.8,0,0,0,0,2.7,0,0,26,0,0,0,0,0,13,3,7.1,1.7 Rishard Matthews,8,,WR,4200,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,8,0,0,0,0,0,10,2.4,12.1,2.9 Latavius Murray,1,,RB,4200,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,6.3,0,0,0,0,0.3,0,0,11,0,0,0,0,0,3.9,0.9,0.6,0.1 Jamaal Charles,1,,RB,4200,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,9.2,0,0,0,0,2.5,0,0,19,0,0,0,0,0,8.7,2.1,3,0.7 Ted Ginn Jr.,6,,WR,4200,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,7.4,0,0,12,0,0,0,0,0,14.2,3.4,9.8,2.3 T.J. Yates,,,QB,4200,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mohamed Sanu,1,,WR,4200,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,5.1,0,0,9,0,0,0,0,0,8.7,2.1,10.7,2.5 Alfred Blue,,Q,RB,4200,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kevin White,3,O,WR,4200,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,5.3,0,0,9,0,0,0,0,0,0,0,2.6,0.6 Samaje Perine,,,RB,4200,WAS,PHI,24.3,PHI by 1,-1%,-5%,-9%,0,0,0,0,0,0,0,4.8,0,0,0,0,0.7,0,0,9,0,0,0,0,0,4,1,0,0 Marvin Jones Jr.,4,,WR,4100,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,6.6,0,0,11,0,0,0,0,0,16.1,3.9,11.7,2.9 Tim Hightower,1,,RB,4100,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 C.J. Prosise,1,,RB,4100,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,3.3,0,0,0,0,3.6,0,0,12,0,0,0,0,0,7.1,1.7,1.1,0.3 DeAndre Washington,0,,RB,4100,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,4.4,0,0,0,0,1.5,0,0,10,0,0,0,0,0,5.1,1.2,4.2,1 Sterling Shepard,0,,WR,4100,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,6.1,0,0,10,0,0,0,0,0,12.1,3,12,2.9 Kenyan Drake,,,RB,4100,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Drew Stanton,,,QB,4100,ARI,@DET,25.5,ARI by 2.5,3%,-2%,15%,0,0,1.8,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0 Martellus Bennett,5,,TE,4100,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,8,0,0,0,0,0,8.3,2,7.3,1.8 D'Onta Foreman,,,RB,4100,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,6.2,0,0,0,0,0.7,0,0,11,0,0,0,0,0,4.8,1.2,0.4,0.1 Joe Callahan,,,QB,4000,GB,SEA,26,GB by 2.5,-7%,-15%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jeff Driskel,,,QB,4000,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dane Evans,,,QB,4000,PHI,@WAS,25.3,PHI by 1,7%,10%,5%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Griffin,,,QB,4000,TB,@MIA,21.8,TB by 2.5,0%,29%,14%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Joe Williams,,,RB,4000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brad Kaaya,,,QB,4000,CAR,@SF,25,CAR by 4.5,0%,52%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Fitzgerald Toussaint,,,RB,4000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Johnson,,,QB,4000,NYG,@DAL,20.3,DAL by 6,8%,-23%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kellen Clemens,,,QB,4000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dan Orlovsky,,,QB,4000,LAR,IND,22.5,LAR by 3.5,9%,11%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alek Torgersen,,,QB,4000,WAS,@CHI,24.3,PHI by 1,-7%,12%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jacoby Brissett,,,QB,4000,IND,@LAR,19,LAR by 3.5,-3%,-5%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0.5 Charcandrick West,,,RB,4000,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,4.2,0,0,0,0,1.9,0,0,10,0,0,0,0,0,4.4,1.1,9.5,2.4 Connor Shaw,,,QB,4000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 EJ Manuel,,,QB,4000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,14%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Matt Simms,,,QB,4000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keith Wenning,,,QB,4000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cooper Rush,,,QB,4000,DAL,NYG,26.3,DAL by 6,4%,-19%,-22%,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taylor Gabriel,4,,WR,4000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0.2,0,0,0,0,5.2,0,0,9,0,0,0,0,0,9,2.3,6.6,1.6 Kyle Sloter,,,QB,4000,MIN,@DEN,25.3,MIN by 3,-23%,20%,-26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chad Kelly,,O,QB,4000,DEN,LAC,22.5,DEN by 3,3%,-10%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Phillip Walker,,,QB,4000,IND,@LAR,19,LAR by 3.5,-3%,-5%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Weeden,,,QB,4000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taysom Hill,,,QB,4000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kevin Hogan,,,QB,4000,CLE,PIT,18.5,PIT by 10,0%,-8%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nathan Peterman,,,QB,4000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,1.4,0,0,0,0,0.3,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0 Tyler Ferguson,,,QB,4000,TEN,OAK,26,TEN by 2.5,7%,8%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trevor Knight,,,QB,4000,ATL,@DET,27.3,ATL by 6.5,3%,-2%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alex Tanney,,,QB,4000,TEN,OAK,26,TEN by 2.5,7%,8%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joel Stave,,,QB,4000,KC,@NE,19.8,NE by 8,-1%,-19%,-6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyler Bray,,,QB,4000,KC,@NE,19.8,NE by 8,-1%,-19%,-6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jake Rudock,,,QB,4000,DET,ARI,23,ARI by 2.5,-13%,-13%,-3%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Stephen Morris,,,QB,4000,IND,@LAR,19,LAR by 3.5,-3%,-5%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nate Sudfeld,,,QB,4000,PHI,@WAS,25.3,PHI by 1,7%,10%,5%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Garrett Gilbert,,,QB,4000,CAR,@SF,25,CAR by 4.5,0%,52%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Davis Webb,,,QB,4000,NYG,@DAL,20.3,DAL by 6,8%,-23%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Allen,,,QB,4000,LAR,IND,22.5,LAR by 3.5,9%,11%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joshua Dobbs,,Q,QB,4000,PIT,@CLE,28.5,PIT by 10,3%,31%,16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Robert Woods,,,WR,4000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,4.7,0,0,8,0,0,0,0,0,7.2,1.8,8.3,2.1 Joe Webb,,,QB,4000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Austin Davis,,,QB,4000,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0.4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Bart Houston,,,QB,4000,PIT,@CLE,28.5,PIT by 10,3%,31%,16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Corey Davis,,,WR,4000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,4.2,0,0,7,0,0,0,0,0,7.3,1.8,12.9,3.2 Justin Hunter,,Q,WR,4000,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Garrett Grayson,,,QB,4000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Woodrum,,,QB,4000,CLE,PIT,18.5,PIT by 10,0%,-8%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Nassib,,,QB,4000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mitch Leidner,,,QB,4000,MIN,NO,25.3,MIN by 3,13%,-7%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Branden Oliver,1,,RB,4000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,4.1,0,0,0,0,1.1,0,0,9,0,0,0,0,0,3.8,0.9,1,0.3 Sefo Liufau,,,QB,4000,TB,@MIA,21.8,TB by 2.5,0%,29%,14%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 C.J. Beathard,,,QB,4000,SF,CAR,20.5,CAR by 4.5,11%,-16%,5%,0,0,2.8,0,0,0,0,0.2,0,0,0,0,0,0,0,5,0,0,0,0,0,1.3,0.3,0,0 Josh Gordon,,S,WR,4000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Robert Turbin,,,RB,4000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,5.2,0,0,0,0,1.9,0,0,12,0,0,0,0,0,6.2,1.6,1.3,0.3 Matt McGloin,,,QB,4000,PHI,@WAS,25.3,PHI by 1,7%,10%,5%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Fales,,,QB,4000,MIA,TB,19.3,TB by 2.5,4%,8%,2%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Brandon Doughty,,,QB,4000,MIA,TB,19.3,TB by 2.5,4%,8%,2%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Matt Barkley,,,QB,4000,SF,CAR,20.5,CAR by 4.5,11%,-16%,5%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Luke McCown,,,QB,4000,DAL,NYG,26.3,DAL by 6,4%,-19%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nick Mullens,,,QB,4000,SF,CAR,20.5,CAR by 4.5,11%,-16%,5%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mike Bercovici,,,QB,4000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Teddy Bridgewater,,,QB,4000,MIN,NO,25.3,MIN by 3,13%,-7%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Thad Lewis,,,QB,4000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bryce Petty,,Q,QB,4000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Robert Griffin III,,,QB,4000,,@CLE,,,3%,31%,16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taylor Heinicke,,,QB,4000,MIN,NO,25.3,MIN by 3,13%,-7%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dustin Vaughan,,,QB,4000,,@CIN,,,-2%,4%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jalen Richard,0,,RB,3900,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,3.7,0,0,0,0,2.3,0,0,10,0,0,0,0,0,6.3,1.6,3.8,1 Malcolm Brown,,,RB,3900,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,3,0,0,0,0,0.9,0,0,7,0,0,0,0,0,3.6,0.9,7.6,1.9 Chris Johnson,,,RB,3900,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rod Smith,,,RB,3900,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darren Sproles,0,,RB,3900,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,5.5,0,0,0,0,3.7,0,0,15,0,0,0,0,0,9.7,2.5,9.5,2.4 Jeremy Langford,,,RB,3900,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Braxton Miller,,,WR,3900,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,5.3,0,0,8,0,0,0,0,0,7.8,2,0,0 T.J. Yeldon,,Q,RB,3900,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Eli Rogers,,,WR,3900,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,2.7,0,0,5,0,0,0,0,0,5.5,1.4,3.1,0.8 James White,0,,RB,3900,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,2.5,0,0,0,0,3.6,0,0,10,0,0,0,0,0,8.5,2.2,9.8,2.5 Charles Sims,,,RB,3900,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jonathan Williams,,,RB,3900,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jason Witten,4,,TE,3900,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,5.9,0,0,9,0,0,0,0,0,9.9,2.5,18.9,4.8 Jamaal Williams,,,RB,3900,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,6.8,0,0,0,0,0.7,0,0,13,0,0,0,0,0,4.1,1.1,0.9,0.2 Terrance Williams,0,Q,WR,3800,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,7,0,0,0,0,0,9.2,2.4,12.8,3.4 Will Fuller V,,O,WR,3800,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Shane Vereen,0,,RB,3800,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,4.6,0,0,0,0,3.5,0,0,13,0,0,0,0,0,8,2.1,14.1,3.7 Nelson Agholor,,,WR,3800,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,5.1,0,0,8,0,0,0,0,0,7.2,1.9,20.6,5.4 Sammie Coates,,,WR,3800,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,1.1,0.3,0,0 Marqise Lee,,,WR,3800,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,5.9,0,0,10,0,0,0,0,0,8.1,2.1,0,0 Damien Williams,,,RB,3800,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jeremy Kerley,,Q,WR,3800,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Wendell Smallwood,1,,RB,3800,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,5.3,0,0,0,0,0.7,0,0,10,0,0,0,0,0,4.3,1.1,1.9,0.5 Kenny Stills,,,WR,3800,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Kerwynn Williams,,,RB,3800,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,4.8,0,0,0,0,0.8,0,0,9,0,0,0,0,0,4.3,1.1,8.2,2.2 Zach Zenner,,Q,RB,3800,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dion Lewis,,,RB,3800,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,4.7,0,0,0,0,1.6,0,0,10,0,0,0,0,0,5.3,1.4,0.9,0.2 Robby Anderson,3,,WR,3800,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,5.7,0,0,10,0,0,0,0,0,11.6,3.1,6.2,1.6 Tavon Austin,,,WR,3800,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,1.5,0,0,0,0,3.4,0,0,9,0,0,0,0,0,6.5,1.7,1.8,0.5 Brandon LaFell,1,,WR,3700,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,3.5,0,0,6,0,0,0,0,0,5.5,1.5,5.4,1.5 Mike Williams,,O,WR,3700,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Malcolm Mitchell,,O,WR,3700,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Aaron Jones,,Q,RB,3700,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,1,0,0,0,0,0.4,0,0,2,0,0,0,0,0,1.1,0.3,0,0 Jack Doyle,4,,TE,3700,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,7,0,0,0,0,0,9.4,2.5,6.1,1.6 ArDarius Stewart,1,,WR,3700,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,3.3,0,0,6,0,0,0,0,0,5.9,1.6,3,0.8 Torrey Smith,5,,WR,3700,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,11,0,0,0,0,0,13.4,3.6,4,1.1 J.J. Nelson,0,,WR,3700,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0.3,0,0,0,0,4.7,0,0,8,0,0,0,0,0,9,2.4,15.3,4.1 Cooper Kupp,1,,WR,3700,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,7,0,0,0,0,0,5.1,1.4,17.6,4.8 Jeremy McNichols,,,RB,3700,SF,@MIA,20.5,CAR by 4.5,0%,29%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Fozzy Whittaker,,,RB,3700,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,1.1,0,0,0,0,0.3,0,0,2,0,0,0,0,0,0,0,0.1,0 Paul Richardson,3,,WR,3700,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,8,0,0,0,0,0,10.8,2.9,9.9,2.7 Chris Thompson,0,,RB,3700,WAS,PHI,24.3,PHI by 1,-1%,-5%,-9%,0,0,0,0,0,0,0,3.8,0,0,0,0,3.5,0,0,12,0,0,0,0,0,8.3,2.2,15.6,4.2 Adam Humphries,,Q,WR,3600,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jeff Janis,,,WR,3600,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,0,0 De'Angelo Henderson,,,RB,3600,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,1.1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0 Benny Cunningham,,Q,RB,3600,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,2,0,0,0,0,1.6,0,0,6,0,0,0,0,0,3.7,1,0,0 Taywan Taylor,,,WR,3600,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0,0,2,0,0,0,0,0,2,0.6,3.4,0.9 Chris Ivory,,,RB,3600,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,3.8,0,0,0,0,1.7,0,0,9,0,0,0,0,0,4.3,1.2,6.3,1.8 Curtis Samuel,,,WR,3600,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,1.4,0,0,0,0,3.4,0,0,8,0,0,0,0,0,5,1.4,0,0 Kenny Golladay,,,WR,3600,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,5.2,0,0,9,0,0,0,0,0,9,2.5,22.9,6.4 Eric Ebron,1,,TE,3600,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,4.8,0,0,8,0,0,0,0,0,6.2,1.7,2.9,0.8 JuJu Smith-Schuster,,,WR,3600,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,1.4,0,0,2,0,0,0,0,0,2.2,0.6,0,0 Tyler Boyd,,,WR,3600,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,8,0,0,0,0,0,8.1,2.3,2.1,0.6 Wayne Gallman,,Q,RB,3500,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,4.1,0,0,0,0,0.3,0,0,7,0,0,0,0,0,3.1,0.9,0,0 Devante Mays,,,RB,3500,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,2,0,0,0,0,0.4,0,0,4,0,0,0,0,0,1.5,0.4,0,0 Elijah McGuire,,,RB,3500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,1.5,0,0,0,0,0.3,0,0,3,0,0,0,0,0,1.5,0.4,0,0 Zay Jones,1,,WR,3500,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,4.7,0,0,8,0,0,0,0,0,6.2,1.8,3.1,0.9 Donnel Pumphrey,,Q,RB,3500,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kamar Aiken,,,WR,3500,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,7,0,0,0,0,0,5.8,1.7,1.3,0.4 Josh Doctson,2,,WR,3500,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,4.2,0,0,7,0,0,0,0,0,7.7,2.2,0,0 Markus Wheaton,,Q,WR,3500,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dontrelle Inman,0,Q,WR,3500,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,3.7,0,0,6,0,0,0,0,0,7.5,2.1,0,0 Charone Peake,,,WR,3500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,4,0,0,0,0,0,3.5,1,0,0 Devontae Booker,,O,RB,3500,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Zach Ertz,32,,TE,3500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,7.7,0,0,12,0,0,0,0,0,13.9,4,17.3,4.9 Breshad Perriman,,,WR,3500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0.2,0,0,0,0,5.7,0,0,9,0,0,0,0,0,7.9,2.3,1.5,0.4 Jaelen Strong,,S,WR,3500,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Anquan Boldin,,,WR,3500,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alvin Kamara,1,,RB,3500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,2.3,0,0,0,0,4.6,0,0,11,0,0,0,0,0,10.5,3,7.8,2.2 Allen Hurns,1,,WR,3500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,5.7,0,0,9,0,0,0,0,0,9.3,2.7,7.2,2.1 Laquon Treadwell,0,,WR,3500,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,4.4,0,0,7,0,0,0,0,0,7.9,2.3,1.7,0.5 Andre Ellington,,,RB,3400,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,2.1,0,0,0,0,0.8,0,0,5,0,0,0,0,0,2.2,0.6,5.5,1.6 Travis Benjamin,1,,WR,3400,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,4.3,0,0,7,0,0,0,0,0,6.4,1.9,13.3,3.9 Jermaine Kearse,3,,WR,3400,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,5.5,0,0,10,0,0,0,0,0,10.7,3.1,12.9,3.8 Marlon Mack,,,RB,3400,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,2.3,0,0,0,0,1.2,0,0,6,0,0,0,0,0,3.6,1.1,11.5,3.4 Ryan Grant,,,WR,3400,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,2.5,0,0,4,0,0,0,0,0,3.5,1,10.1,3 Hunter Henry,1,,TE,3400,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,5.2,0,0,9,0,0,0,0,0,8.2,2.4,0,0 Jared Cook,1,,TE,3300,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,4.4,0,0,7,0,0,0,0,0,7.3,2.2,10.6,3.2 Seth Roberts,0,,WR,3300,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,3.6,0,0,6,0,0,0,0,0,6.7,2,8.9,2.7 Roger Lewis,,,WR,3300,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,2.1,0,0,3,0,0,0,0,0,3.4,1,9.4,2.8 Chris Conley,1,,WR,3300,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,5.1,0,0,9,0,0,0,0,0,7,2.1,6.3,1.9 Phillip Dorsett,,,WR,3300,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,1.3,0,0,2,0,0,0,0,0,2.1,0.6,0,0 John Ross,,O,WR,3300,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jaron Brown,,,WR,3300,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,2.6,0,0,4,0,0,0,0,0,4.1,1.2,0,0 Russell Shepard,,,WR,3300,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,1.3,0,0,2,0,0,0,0,0,1.9,0.6,13.3,4 Brandon Coleman,0,,WR,3300,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,2.5,0,0,4,0,0,0,0,0,5.9,1.8,3.3,1 Dwayne Washington,,,RB,3300,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,2.8,0,0,0,0,0.8,0,0,6,0,0,0,0,0,3.2,1,2.2,0.7 Aldrick Robinson,0,,WR,3300,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,8,0,0,0,0,0,7.8,2.4,1.7,0.5 Victor Cruz,,,WR,3300,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Charles Clay,6,,TE,3200,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,3.8,0,0,7,0,0,0,0,0,7.8,2.4,15.3,4.8 Tavarres King,,Q,WR,3200,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marquise Goodwin,5,,WR,3200,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,5.4,0,0,9,0,0,0,0,0,9.3,2.9,5.1,1.6 Albert Wilson,,,WR,3200,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,5.2,0,0,9,0,0,0,0,0,5.5,1.7,8.7,2.7 Ryan Mathews,,,RB,3200,,@WAS,,,7%,10%,12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jerick McKinnon,,,RB,3200,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,3.3,0,0,0,0,2.3,0,0,9,0,0,0,0,0,4.7,1.5,6.7,2.1 Kendall Wright,8,,WR,3200,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,4.3,0,0,8,0,0,0,0,0,6.9,2.2,6.4,2 Austin Carr,,,WR,3100,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Elijah Hood,,,RB,3100,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brian Quick,,,WR,3100,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2.1,0.7 Orleans Darkwa,,,RB,3100,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,1.2,0,0,0,0,0.3,0,0,2,0,0,0,0,0,1.3,0.4,2.3,0.7 Pharoh Cooper,,,WR,3100,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,1.1,0.4,0,0 Cameron Brate,1,,TE,3100,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 C.J. Fiedorowicz,0,D,TE,3100,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,8,0,0,0,0,0,8.7,2.8,8.6,2.8 Tajae Sharpe,,,WR,3100,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,0,0,0,0 Paul Turner,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Damiere Byrd,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.2,0.4,0,0 Cameron Artis-Payne,,Q,RB,3000,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Corey Fuller,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenjon Barner,,,RB,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Travin Dural,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ed Eagan,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Campanaro,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,3.2,1.1,0.2,0.1 Ricardo Louis,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,3.4,0,0,6,0,0,0,0,0,5.8,1.9,5.2,1.7 Peyton Barber,,,RB,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Christine Michael,,,RB,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kapri Bibbs,,,RB,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kevin Snead,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jeremy Ross,,,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tanner McEvoy,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,2.3,0,0,4,0,0,0,0,0,3.3,1.1,0,0 C.J. Germany,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mike Tolbert,1,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,7.5,0,0,0,0,0.5,0,0,14,0,0,0,0,0,8.2,2.7,12.4,4.1 Noah Brown,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Freddie Martino,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Travis Rudolph,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brian Brown,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Ferguson,,,RB,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashad Jennings,,,RB,3000,,@DAL,,,8%,-23%,-19%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mike James,,,RB,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Akeem Hunt,,,RB,3000,KC,@HOU,19.8,NE by 8,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Khalid Abdullah,,,RB,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dan Arnold,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 J.D. McKissic,,,RB,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mike Davis,,,RB,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jamaal Jones,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Karel Hamilton,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ka'Deem Carey,,,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brittan Golden,,,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lance Lenoir,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keeon Johnson,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jerome Lane,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 De'Quan Hampton,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Isaiah Burse,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Switzer,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,1.6,0.5,0,0 Brandon Wilds,,,RB,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mack Brown,,Q,RB,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 DeAndre Smelter,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andy Janovich,,,RB,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Tate,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,1.2,0,0,2,0,0,0,0,0,2.6,0.9,0,0 Cobi Hamilton,,,WR,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Arrelious Benn,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2.2,0.7 Maurice Harris,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Troymaine Pope,,,RB,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Julian Edelman,,,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Canaan Severin,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Shane Smith,,,RB,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marquis Bundy,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darius Powe,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jacob Huesman,,,RB,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Javontee Herndon,,,WR,3000,,@DAL,,,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Uzoma Nwachukwu,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lorenzo Taliaferro,,,RB,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bryce Treggs,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tommylee Lewis,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,7.2,2.4 Cody Latimer,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1.8,0,0,3,0,0,0,0,0,2.9,1,0,0 Quincy Enunwa,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 D.J. Foster,,,RB,3000,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Patrick DiMarco,,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,1.5,0.5 Cody Core,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Quan Bray,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,3.1,0,0,5,0,0,0,0,0,5,1.7,0,0 Kevin Norwood,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kyle Juszczyk,,,RB,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,3.2,0,0,5,0,0,0,0,0,5.1,1.7,3.7,1.2 Juwan Thompson,,,RB,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 De'Anthony Thomas,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.1,0.4,1.2,0.4 Tony Washington,,,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Javorius Allen,,,RB,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,3.2,0,0,0,0,0.8,0,0,6,0,0,0,0,0,2.2,0.7,7.1,2.4 Vincent Jackson,,,WR,3000,,@MIA,,,0%,29%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mitchell Paige,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Spencer Ware,,,RB,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lucky Whitehead,,O,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Moore,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.4,0.5,0,0 Knile Davis,,,RB,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashard Higgins,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashad Greene Sr.,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Leonte Carroo,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Aaron Burbridge,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1.1,0.4,0,0 Daniel Lasco II,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alex Armah,,,RB,3000,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Geremy Davis,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jeremy Butler,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tim Patrick,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alex Erickson,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Travaris Cadet,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Paul McRoberts,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trevor Davis,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Derek Watt,,,RB,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joe Banyard,,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Da'Ron Brown,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Danny Vitale,,,RB,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,1,0,0,0,0,0,0,0,0,0 Jordan Todman,,,RB,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Terrell Watson,,,RB,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0.7,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Shane Wynn,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Austin Hooper,1,,TE,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,4.2,0,0,7,0,0,0,0,0,8.3,2.8,23.8,7.9 Matt Jones,,,RB,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kendrick Bourne,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Stevan Ridley,,,RB,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matt Breida,,,RB,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,4.5,0,0,0,0,1.8,0,0,11,0,0,0,0,0,5.3,1.8,1.1,0.4 Terrence Magee,,,RB,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Victor Bolden Jr.,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1.3,0.4,0,0 Austin Duke,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 George Atkinson III,,,RB,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jake Lampman,,,WR,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 James Develin,,,RB,3000,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taiwan Jones,,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darius Victor,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Griff Whalen,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Devin Street,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Johnny Holton,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.3,0.4,0,0 Anthony Sherman,,,RB,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Murphy,,,RB,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashad Ross,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jared Abbrederis,,Q,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.4,0.5,0,0 Kalif Raymond,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Geronimo Allison,,S,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,0,0,0,0 Fred Ross Jr.,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Thomas,,S,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brenton Bersin,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dwayne Harris,,,WR,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,2.8,0,0,5,0,0,0,0,0,4.9,1.6,0,0 Bronson Hill,,,RB,3000,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cedric Peerman,,,RB,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trey Edmunds,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyler McCloskey,,,RB,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jakeem Grant,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Trent Taylor,0,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,1.8,0,0,3,0,0,0,0,0,2.2,0.7,1.8,0.6 Cordarrelle Patterson,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0.2,0,0,0,0,2.6,0,0,5,0,0,0,0,0,4.2,1.4,1.7,0.6 Mose Frazier,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keith Smith,,,RB,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Carlos Henderson,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Floyd,,S,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 DeAndre Carter,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Bolden,,,RB,3000,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jalen Simmons,,,RB,3000,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Roosevelt Nix,,,RB,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keyarris Garrett,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jay Prosch,,,RB,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyler Ervin,,,RB,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.6,2.2 Jalston Fowler,,,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0.6,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0 Daryl Richardson,,,RB,3000,,@LAR,,,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Huff,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Raheem Mostert,,,RB,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,-7%,0,0,0,0,0,0,0,2.7,0,0,0,0,0.7,0,0,6,0,0,0,0,0,2.5,0.8,0,0 Jesse James,1,,TE,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,2.1,0,0,4,0,0,0,0,0,4.3,1.4,22.1,7.4 Jalin Marshall,,S,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cameron Posey,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trevor Graham,,,WR,3000,CAR,@SF,25,CAR by 4.5,0%,52%,3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Zach Line,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Anthony Nash,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Austin Ekeler,,,RB,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,1.4,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,3.8,1.3 Marquess Wilson,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Devine Redding,,,RB,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Seantavius Jones,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tony Stevens,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Kemp,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Robert Wheelwright,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tevin Jones,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gehrig Dieter,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jehu Chesson,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1.2,0,0,2,0,0,0,0,0,1.8,0.6,0,0 Demarcus Robinson,,,WR,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1.2,0,0,2,0,0,0,0,0,1.8,0.6,0,0 Louis Murphy,,,WR,3000,SF,CAR,20.5,CAR by 4.5,11%,-16%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 LeShun Daniels Jr.,,,RB,3000,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Glenn Gronkowski,,,RB,3000,NE,KC,27.8,NE by 8,2%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 K.J. Maye,,,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cody Hollister,,,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matthew Slater,,Q,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Devin Lucien,,,WR,3000,NE,KC,27.8,NE by 8,2%,11%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darrel Young,,,RB,3000,CAR,@SF,25,CAR by 4.5,0%,52%,42%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rodney Smith,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Philly Brown,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Frankie Hammond Jr.,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Myles White,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Moore,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cyril Grayson,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Clark,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kaelin Clay,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1.3,0.4,0,0 Algernon Brown,,,RB,3000,,@BUF,,,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dezmin Lewis,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Deshon Foxx,,,WR,3000,,@BUF,,,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Romar Morris,,,RB,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cayleb Jones,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Reilly,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Carson,,,RB,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,2.7,0,0,0,0,0.3,0,0,5,0,0,0,0,0,1.7,0.6,5.9,2 Gabe Marks,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Deonte Thompson,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,3.7,0,0,7,0,0,0,0,0,5.9,2,2.5,0.8 Jordan Johnson,,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Daikiel Shorts,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Malachi Dupre,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Justin Hardy,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0,0,2,0,0,0,0,0,2,0.7,0,0 Wendall Williams,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Damore'ea Stringfellow,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jonathan Grimes,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andre Patton,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kalif Phillips,,,RB,3000,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Colby Pearson,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Anthony Firkser,,,RB,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chad Hansen,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,1.6,0,0,3,0,0,0,0,0,2.9,1,0,0 DeAngelo Yancey,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Julian Howsare,,,RB,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cedric O'Neal,,,RB,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 DuJuan Harris,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenbrell Thompkins,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 William Stanback,,,RB,3000,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jahad Thomas,,,RB,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dan Williams,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andre Williams,,,RB,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Derrick Coleman,,,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 B.J. Daniels,,,WR,3000,,@CHI,,,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rueben Randle,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,1.3,0,0,2,0,0,0,0,0,2.1,0.7,0,0 Ronnie Hillman,,,RB,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Bellamy,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,1.6,0,0,3,0,0,0,0,0,2.2,0.7,5.7,1.9 Michael Burton,,,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0.2 Titus Davis,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tre McBride,,Q,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marvin Hall,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Montay Crockett,,,WR,3000,GB,SEA,26,GB by 2.5,-7%,-15%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Daniel Braverman,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alton Howard,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Rounds,,,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Magee,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Amara Darboh,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,0,0,0,0 Deante Burton,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Reginald Davis III,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kelvin Taylor,,,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 TJ Jones,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0,0,2,0,0,0,0,0,2.1,0.7,5.2,1.7 Bra'Lon Cherry,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tanner Gentry,,,WR,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Freddie Stevenson,,,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taquan Mizzell,,Q,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyler Renew,,,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tarik Cohen,0,,RB,3000,CHI,ATL,20.8,ATL by 6.5,10%,-4%,17%,0,0,0,0,0,0,0,4.2,0,0,0,0,1.3,0,0,10,0,0,0,0,0,5.4,1.8,25.3,8.4 Isaac Fruechte,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brian Hill,,Q,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Anthony Dable,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andre Holmes,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,3.3,0,0,6,0,0,0,0,0,5.2,1.7,7.1,2.4 Jhurell Pressley,,,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Max McCaffrey,,,WR,3000,NO,@GB,22.3,MIN by 3,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Corey Grant,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,1.8,0,0,0,0,0.7,0,0,4,0,0,0,0,0,2.2,0.7,0,0 Chris Matthews,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenny Bell,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jake Kumerow,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Isaiah McKenzie,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darreus Rogers,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tra Carson,,,RB,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenny Lawler Jr.,,,WR,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Byron Marshall,,,RB,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ricky Ortiz,,,RB,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 C.J. Board,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keenan Reynolds,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alonzo Russell,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Brown,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joe Kerridge,,,RB,3000,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darrin Laufasa,,,RB,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kermit Whitfield,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jarveon Williams,,,RB,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alex Collins,,,RB,3000,BAL,@GB,19.5,CIN by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Quincy Adeboyejo,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Vince Mayle,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 John Kuhn,,,RB,3000,NO,@MIN,22.3,MIN by 3,-14%,-2%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0.1 Josh Malone,,,WR,3000,CIN,BAL,22,CIN by 2.5,-4%,-18%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Terron Ward,,,RB,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-11%,0,0,0,0,0,0,0,1.6,0,0,0,0,0.7,0,0,4,0,0,0,0,0,2.2,0.7,0,0 Tim White,,,WR,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Hunter Sharp,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Boyce,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jamize Olawale,,Q,RB,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jordan Leslie,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tre Madden,,,RB,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Aaron Ripkowski,,,RB,3000,GB,SEA,26,GB by 2.5,-7%,-15%,-16%,0,0,0,0,0,0,0,1.3,0,0,0,0,0.7,0,0,3,0,0,0,0,0,1.9,0.6,0,0 Richard Mullaney,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kasen Williams,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,0,0,0,0 Rannell Hall,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kyle Coleman,,,RB,3000,LAC,@GB,19.5,DEN by 3,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jamel Johnson,,,WR,3000,,@GB,,,12%,-13%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Stacy Coley,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0 Trey Williams,,,RB,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Harry Douglas,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Justice Liggins,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brian Riley,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Reggie Davis,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chester Rogers,,Q,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matthew Dayes,,,RB,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,15%,0,0,0,0,0,0,0,1.1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,3.6,1.2 Brice Butler,,,WR,3000,DAL,NYG,26.3,DAL by 6,4%,-19%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,1.2,0,0,2,0,0,0,0,0,2.3,0.8,4,1.3 Mario Alford,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marvin Bracy,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marlon Brown,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 R.J. Shelton,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rasheed Bailey,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Brown-Dukes,,,RB,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Tucker,,,WR,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Spadola,,,WR,3000,,@DET,,,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Aaron Dobson,,,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Elijhaa Penny,,,RB,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rodney Adams,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0 Tion Green,,,RB,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Valdez Showers,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Moritz Bohringer,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Rector,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 C.J. Spiller,,,RB,3000,KC,@NE,19.8,NE by 8,-1%,-19%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dontez Ford,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Carlton Agudosi,,,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rod Streater,,,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Hubert,,,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 T.J. Logan,,,RB,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Noel Thomas,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 K.D. Cannon,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Harvey Binford,,,WR,3000,,@LAR,,,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jace Billingsley,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chad Williams,,Q,WR,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 James Summers,,,RB,3000,ARI,@DET,25.5,ARI by 2.5,3%,-2%,-13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Krishawn Hogan,,,WR,3000,IND,@DET,19,LAR by 3.5,3%,-2%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Reynolds,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0,0,2,0,0,0,0,0,1.6,0.5,0,0 Dez Stewart,,O,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Walter Powell,,S,WR,3000,BUF,NYJ,24.5,BUF by 7,1%,-9%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tommy Bohanon,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7.1,2.4 Tyler Gaffney,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dres Anderson,,,WR,3000,WAS,@HOU,24.3,PHI by 1,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Larry Pinkard,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 DeAndrew White,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 C.J. Ham,,,RB,3000,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jamal Robinson,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Leak,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Shakeir Ryan,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenneth Walker III,,,WR,3000,,@HOU,,,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 De'Mard Llorens,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Justin Hardee,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 I'Tavius Mathers,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Amba Etta-Tawo,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Riley McCarron,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dare Ogunbowale,,,RB,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-3%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andy Jones,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Thompson,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marquez Williams,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keelan Cole,,,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,3.7,0,0,6,0,0,0,0,0,6,2,0,0 Darrius Heyward-Bey,,,WR,3000,PIT,@CLE,28.5,PIT by 10,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.3,0.4,0,0 Stanley Williams,,,RB,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Terrell Newby,,,RB,3000,MIN,NO,25.3,MIN by 3,13%,-7%,18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dede Westbrook,1,O,WR,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tim Cook,,,RB,3000,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bruce Ellington,0,D,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,5.4,0,0,9,0,0,0,0,0,6.2,2.1,0,0 Germone Hopper,,,WR,3000,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Sam Rogers,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Austin Johnson,,,RB,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Bug Howard,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcel Reece,,,RB,3000,SEA,@GB,23.5,GB by 2.5,12%,-13%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mitch Mathews,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Storm Johnson,,,RB,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Senorise Perry,,,RB,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Blake Sims,,,RB,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Bernard Reedy,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Jarius Wright,,,WR,3000,MIN,NO,25.3,MIN by 3,13%,-7%,7%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,3.7,1.2,3.1,1 Shaq Hill,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Rashawn Scott,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Justin Davis,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.1,0 Jordan Westerkamp,,,WR,3000,,@MIA,,,0%,29%,6%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Derel Walker,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Russell Hansbrough,,,RB,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Malcolm Lewis,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Quayvon Hicks,,,RB,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,4%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 O.J. Howard,,,TE,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Francis Owusu,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 De'Veon Smith,,,RB,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Bobo Wilson,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Drew Morgan,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Lenard Tillery,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jordan Taylor,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1.8,0,0,3,0,0,0,0,0,2.8,0.9,0,0 Chris Godwin,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Isaiah Ford,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Kenneth Dixon,,,RB,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Donteea Dye,,,WR,3000,TB,@MIA,21.8,TB by 2.5,0%,29%,6%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Chris Harper,,,WR,3000,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashad Lawrence,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Trey Griffey,,,WR,3000,MIA,TB,19.3,TB by 2.5,4%,8%,0%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Eric Weems,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Andre Roberts,,,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1,0.3,0,0 JoJo Natson Jr.,,,WR,3000,NYJ,@LAR,17.5,BUF by 7,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Shippen,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tevaun Smith,,,WR,3000,,@LAR,,,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jonathan Krause,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Fluellen,,,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 K.J. Brent,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darius Jennings,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Fred Brown,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Antonio Gates,1,,TE,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,4.5,0,0,7,0,0,0,0,0,7,2.3,3.7,1.2 KeVonn Mabon,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Dalton Crossan,,,RB,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nelson Spruce,,,WR,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Radcliff,,,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keon Hatcher,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mekale McKay,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joe Bacci,,O,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jaydon Mickens,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 John Crockett,,,RB,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-18%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nick Williams,,Q,WR,3000,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Demarcus Ayers,,,WR,3000,NE,@CLE,27.8,NE by 8,3%,31%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Vernon Davis,,,TE,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,1.8,0,0,3,0,0,0,0,0,3.8,1.3,0,0 Khalfani Muhammad,,,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Artavis Scott,,,WR,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-35%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 DeAngelo Williams,,,RB,3000,,@CLE,,,3%,31%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Giovanni Pascascio,,,WR,3000,TEN,OAK,26,TEN by 2.5,7%,8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Akeem Judd,,,RB,3000,TEN,OAK,26,TEN by 2.5,7%,8%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ishmael Zamora,,,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Isaac Whitney,,Q,WR,3000,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Shaun Draughn,,,RB,3000,NYG,@DAL,20.3,DAL by 6,8%,-23%,-19%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Briggs,,,WR,3000,,@LAR,,,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kenny Hilliard,,,RB,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,-9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Aaron Green,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kendal Thompson,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Watford,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Levern Jacobs,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Keshawn Martin,,,WR,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,9%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Zach Pascal,,,WR,3000,TEN,@WAS,26,TEN by 2.5,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Johnson,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matt Hazel,,,WR,3000,IND,@LAR,19,LAR by 3.5,-3%,-5%,13%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0.4 Bennie Fowler,,,WR,3000,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,3.3,0,0,5,0,0,0,0,0,6,2,17.1,5.7 Mack Hollins,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,1.5,0,0,2,0,0,0,0,0,2.5,0.8,0,0 Kenneth Farrow,,,RB,3000,LAC,@DEN,19.5,DEN by 3,-23%,20%,-1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Shelton Gibson,,Q,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Greg Ward Jr.,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 James Quick,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Corey Clement,,,RB,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Robert Davis,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bobby Rainey,,,RB,3000,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,2%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matt Asiata,,,RB,3000,DET,ARI,23,ARI by 2.5,-13%,-13%,-20%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lance Dunbar,,,RB,3000,LAR,IND,22.5,LAR by 3.5,9%,11%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jamari Staples,,,WR,3000,WAS,PHI,24.3,PHI by 1,-1%,-5%,10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rashard Davis,,,WR,3000,PHI,@WAS,25.3,PHI by 1,7%,10%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jordan Payton,,,WR,3000,CLE,PIT,18.5,PIT by 10,0%,-8%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Julius Thomas,1,,TE,2900,MIA,TB,19.3,TB by 2.5,4%,8%,-7%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Coby Fleener,7,,TE,2900,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,10,0,0,0,0,0,11.1,3.8,16.4,5.7 Evan Engram,7,,TE,2900,NYG,@DAL,20.3,DAL by 6,8%,-23%,47%,0,0,0,0,0,0,0,0,0,0,0,0,5.4,0,0,9,0,0,0,0,0,9.3,3.2,8.4,2.9 Zach Miller,6,,TE,2800,CHI,ATL,20.8,ATL by 6.5,10%,-4%,22%,0,0,0,0,0,0,0,0,0,0,0,0,3.6,0,0,6,0,0,0,0,0,7.3,2.6,7.9,2.8 Vance McDonald,2,,TE,2800,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,3.5,0,0,6,0,0,0,0,0,7.3,2.6,0,0 Benjamin Watson,0,,TE,2800,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,31%,0,0,0,0,0,0,0,0,0,0,0,0,2.7,0,0,4,0,0,0,0,0,4.3,1.5,0,0 Virgil Green,0,,TE,2700,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,2.3,0,0,4,0,0,0,0,0,3.7,1.4,5.4,2 Dwayne Allen,,,TE,2700,NE,KC,27.8,NE by 8,2%,11%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,1.5,0,0,2,0,0,0,0,0,2.9,1.1,0,0 David Njoku,,,TE,2700,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,3.8,0,0,7,0,0,0,0,0,5.8,2.1,4,1.5 Austin Seferian-Jenkins,,S,TE,2700,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Erik Swoope,,,TE,2700,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,2.9,0,0,5,0,0,0,0,0,4.5,1.7,0,0 Jermaine Gresham,2,Q,TE,2700,ARI,@DET,25.5,ARI by 2.5,3%,-2%,23%,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,6,0,0,0,0,0,7.7,2.9,4.5,1.7 Richard Rodgers,,,TE,2700,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,1,0,0,0,0,0,0,0,0,0 Ryan Griffin,,D,TE,2700,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,2.7,0,0,4,0,0,0,0,0,4.1,1.5,0,0 Jake Butt,,O,TE,2600,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Will Tye,,,TE,2600,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,3.2,0,0,6,0,0,0,0,0,5.1,2,6.4,2.5 Tyler Higbee,0,,TE,2600,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,3.6,0,0,6,0,0,0,0,0,6.3,2.4,3.7,1.4 Garrett Celek,1,,TE,2600,SF,CAR,20.5,CAR by 4.5,11%,-16%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1.3,0.5,0,0 Maxx Williams,,,TE,2600,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,31%,0,0,0,0,0,0,0,0,0,0,0,0,1.8,0,0,3,0,0,0,0,0,2.9,1.1,1.5,0.6 A.J. Derby,,,TE,2600,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,2.7,0,0,4,0,0,0,0,0,3.5,1.3,6.4,2.5 Robert Tonyan,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Billy Brown,,,TE,2500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Phazahn Odom,,,TE,2500,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 J.P. Holtz,,,TE,2500,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nate Iese,,,TE,2500,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Taylor McNamara,,,TE,2500,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcus Lucas,,,TE,2500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jake McGee,,,TE,2500,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cethan Carter,,,TE,2500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mason Schreck,,,TE,2500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cory Harkey,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ryan Malleck,,,TE,2500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,31%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 E.J. Bibbs,,,TE,2500,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Stevie Donatell,,,TE,2500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Aaron Peck,,,TE,2500,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Adam Shaheen,,,TE,2500,CHI,ATL,20.8,ATL by 6.5,10%,-4%,22%,0,0,0,0,0,0,0,0,0,0,0,0,2.9,0,0,5,0,0,0,0,0,4.7,1.9,0,0 Eric Saubert,,,TE,2500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,0,1,0,0,0,0,0,1.1,0.4,0,0 Darion Griswold,,,TE,2500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyrone Swoopes,,,TE,2500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Beau Sandland,,,TE,2500,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alex Gray,,,TE,2500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Busta Anderson,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Khari Lee,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jason Vander Laan,,,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Brandon Barnes,,,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jordan Leggett,,Q,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jason Croom,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Emanuel Byrd,,,TE,2500,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Wes Saxton,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Eric Tomlinson,,Q,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.5,1.8 Logan Thomas,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,1,0,0,0,0,0,0,0,0,0 Chris Gragg,,,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Sam Cotton,,,TE,2500,NE,KC,27.8,NE by 8,2%,11%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jacob Hollister,,,TE,2500,NE,KC,27.8,NE by 8,2%,11%,-22%,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0,0,0,0,0,0 Orson Charles,,,TE,2500,KC,@NE,19.8,NE by 8,-1%,-19%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Eric Wallace,,,TE,2500,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Morgan,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.6,0.6,0,0 James O'Shaughnessy,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2.8,1.1 Scott Simonson,,,TE,2500,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Randall Telfer,,,TE,2500,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.4,0.6,0,0 Ryan Hewitt,,,TE,2500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bryce Williams,,,TE,2500,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Sean McGrath,,Q,TE,2500,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Chris Manhertz,,,TE,2500,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Logan Paulsen,,,TE,2500,SF,CAR,20.5,CAR by 4.5,11%,-16%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cole Hikutini,,,TE,2500,SF,CAR,20.5,CAR by 4.5,11%,-16%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 George Kittle,1,,TE,2500,SF,CAR,20.5,CAR by 4.5,11%,-16%,26%,0,0,0,0,0,0,0,0,0,0,0,0,2.9,0,0,5,0,0,0,0,0,4.7,1.9,7.7,3.1 Brandon Williams,,,TE,2500,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Troy Niklas,,,TE,2500,ARI,@DET,25.5,ARI by 2.5,3%,-2%,23%,0,0,0,0,0,0,0,0,0,0,0,0,1.2,0,0,2,0,0,0,0,0,2.2,0.9,0,0 Derek Carrier,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2.2,0.9 Niles Paul,,,TE,2500,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0 Luke Stocker,,,TE,2500,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Cole Wick,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ben Braunecker,,,TE,2500,CHI,ATL,20.8,ATL by 6.5,10%,-4%,22%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nick Vannett,,,TE,2500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,2,0.8 Phillip Supernaw,,,TE,2500,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,1,0,0,0,0,0,0,0,0,0 Alex Ellis,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gerald Christian,,,TE,2500,ARI,@DET,25.5,ARI by 2.5,3%,-2%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 MyCole Pruitt,,,TE,2500,BUF,@CHI,24.5,BUF by 7,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gavin Escobar,,,TE,2500,KC,@NE,19.8,NE by 8,-1%,-19%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ross Travis,,,TE,2500,KC,@NE,19.8,NE by 8,-1%,-19%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,0,0 Blake Bell,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Johnson,,,TE,2500,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Alan Cross,,,TE,2500,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Adam Zaruba,,,TE,2500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Henry Krieger-Coble,,,TE,2500,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Joshua Perkins,,,TE,2500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Geoff Swaim,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0.7,0,0,1,0,0,0,0,0,1.1,0.4,0,0 Matt LaCosse,,,TE,2500,NYG,@DAL,20.3,DAL by 6,8%,-23%,47%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,0,0 Rhett Ellison,,,TE,2500,NYG,@DAL,20.3,DAL by 6,8%,-23%,47%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.4,0.6,1.9,0.8 Ifeanyi Momah,,,TE,2500,ARI,@DET,25.5,ARI by 2.5,3%,-2%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tyler Kroft,,,TE,2500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.3,0.5,1.5,0.6 Nick O'Leary,,,TE,2500,BUF,NYJ,24.5,BUF by 7,1%,-9%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,1,0,0,0,0,0,1.5,0.6,3.2,1.3 John Phillips,,,TE,2500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jeremy Sprinkle,,Q,TE,2500,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,0,0,0,0,0,0,0,0,0,0 Colin Thompson,,,TE,2500,,@DAL,,,8%,-23%,47%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Rico Gathers,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Blake Jarwin,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Nick Boyle,0,,TE,2500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,31%,0,0,0,0,0,0,0,0,0,0,0,0,4.6,0,0,7,0,0,0,0,0,7.3,2.9,2.4,1 Ed Dickson,,,TE,2500,CAR,@SF,25,CAR by 4.5,0%,52%,1%,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0,0,0,0,0,0 Brent Celek,,,TE,2500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,1.4,0,0,2,0,0,0,0,0,2.4,1,2.1,0.8 MarQueis Gray,,,TE,2500,MIA,TB,19.3,TB by 2.5,4%,8%,-7%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Anthony Fasano,,,TE,2500,MIA,TB,19.3,TB by 2.5,4%,8%,-7%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Stephen Anderson,,D,TE,2500,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,3.3,1.3,3.4,1.4 Jeff Heuerman,,,TE,2500,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1.2 Anthony Denham,,,TE,2500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Larry Donnell,,,TE,2500,BAL,@CIN,19.5,CIN by 2.5,-2%,4%,31%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jace Amaro,,,TE,2500,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lee Smith,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Xavier Grimble,,,TE,2500,PIT,@CLE,28.5,PIT by 10,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0.3,0,0,1,0,0,0,0,0,0,0,0,0 Demetrius Harris,,,TE,2500,KC,@NE,19.8,NE by 8,-1%,-19%,-16%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,2.6,1,9.5,3.8 Neal Sterling,,,TE,2500,NYJ,@BUF,17.5,BUF by 7,-7%,22%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 M.J. McFarland,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darren Fells,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,1.5,0,0,2,0,0,0,0,0,2.4,1,0,0 Jerell Adams,,,TE,2500,NYG,@DAL,20.3,DAL by 6,8%,-23%,47%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Connor Hamlett,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ben Koyack,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,2.4,1,0,0 Seth DeValve,,,TE,2500,CLE,PIT,18.5,PIT by 10,0%,-8%,0%,0,0,0,0,0,0,0,0,0,0,0,0,2.2,0,0,4,0,0,0,0,0,3.3,1.3,8.2,3.3 Manasseh Garner,,,TE,2500,WAS,PHI,24.3,PHI by 1,-1%,-5%,-45%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jonnu Smith,,,TE,2500,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0,0,2,0,0,0,0,0,1.9,0.8,0,0 Luke Willson,,,TE,2500,SEA,@GB,23.5,GB by 2.5,12%,-13%,11%,0,0,0,0,0,0,0,0,0,0,0,0,1.1,0,0,2,0,0,0,0,0,1.7,0.7,0,0 Pharaoh Brown,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Levine Toilolo,,,TE,2500,ATL,@CHI,27.3,ATL by 6.5,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.7,0.7,0,0 Temarrick Hemingway,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0,0,0,0,0,0,0,0,0 Mychal Rivera,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Travis Wilson,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Kyle Carter,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josiah Price,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Bucky Hodges,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1.6,0.6,0,0 Nick Truesdell,,,TE,2500,MIN,NO,25.3,MIN by 3,13%,-7%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Ladarius Green,,,TE,2500,,@CLE,,,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Josh Hill,,,TE,2500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,1.4,0,0,2,0,0,0,0,0,2.4,1,0,0 Ryan O'Malley,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Tim Semisch,,,TE,2500,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Cooper Helfet,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Marcedes Lewis,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,3.3,0,0,5,0,0,0,0,0,4,1.6,0,0 Daniel Brown,,,TE,2500,CHI,ATL,20.8,ATL by 6.5,10%,-4%,22%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Trey Burton,,,TE,2500,PHI,@WAS,25.3,PHI by 1,7%,10%,26%,0,0,0,0,0,0,0,0,0,0,0,0,2.7,0,0,4,0,0,0,0,0,4.2,1.7,0,0 Jerome Cunningham,,,TE,2500,TEN,OAK,26,TEN by 2.5,7%,8%,15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gabe Holmes,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jeff Cumberland,,,TE,2500,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Hoomanawanui,,,TE,2500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Garrett Griffin,,,TE,2500,NO,@MIN,22.3,MIN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Braedon Bowman,,,TE,2500,LAC,@MIN,19.5,DEN by 3,-14%,-2%,-10%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 C.J. Uzomah,,O,TE,2500,CIN,BAL,22,CIN by 2.5,-4%,-18%,-12%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Antony Auclair,,,TE,2500,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Thomas Duarte,,,TE,2500,MIA,TB,19.3,TB by 2.5,4%,8%,-7%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Tevin Westbrook,,,TE,2500,TB,@MIA,21.8,TB by 2.5,0%,29%,17%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Dion Sims,0,,TE,2500,CHI,ATL,20.8,ATL by 6.5,10%,-4%,22%,0,0,0,0,0,0,0,0,0,0,0,0,2.2,0,0,4,0,0,0,0,0,3.9,1.6,5.1,2 Clive Walford,,,TE,2500,OAK,@TEN,23.5,TEN by 2.5,11%,-19%,-7%,0,0,0,0,0,0,0,0,0,0,0,0,2.2,0,0,4,0,0,0,0,0,3.5,1.4,0,0 Chris Pantale,,,TE,2500,MIA,TB,19.3,TB by 2.5,4%,8%,-7%,0,0,,0,0,0,0,,0,0,0,0,,0,0,,0,0,0,0,0,0,0,0,0 Johnny Mundt,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 David Grinnage,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Steven Scheu,,,TE,2500,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Austin Traylor,,,TE,2500,DEN,LAC,22.5,DEN by 3,3%,-10%,-8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Caleb Bluiett,,,TE,2500,JAX,@HOU,16.3,HOU by 5.5,-17%,-8%,-28%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Lance Kendricks,,,TE,2500,GB,SEA,26,GB by 2.5,-7%,-15%,-27%,0,0,0,0,0,0,0,0,0,0,0,0,1.3,0,0,2,0,0,0,0,0,2.1,0.8,3.8,1.5 Evan Baylis,,,TE,2500,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Darrell Daniels,,,TE,2500,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Jacob Tamme,,,TE,2500,,@CHI,,,-7%,12%,-15%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 RaShaun Allen,,,TE,2500,HOU,JAX,21.8,HOU by 5.5,-11%,-2%,-4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Scott Orndoff,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gary Barnidge,,,TE,2500,,@CLE,,,3%,31%,40%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Michael Roberts,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0,0,1,0,0,0,0,0,1.1,0.4,0,0 Ricky Seals-Jones,,,TE,2500,ARI,@DET,25.5,ARI by 2.5,3%,-2%,23%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Gerald Everett,,,TE,2500,LAR,IND,22.5,LAR by 3.5,9%,11%,14%,0,0,0,0,0,0,0,0,0,0,0,0,2.1,0,0,4,0,0,0,0,0,3.7,1.5,4.9,2 Hakeem Valles,,,TE,2500,DET,ARI,23,ARI by 2.5,-13%,-13%,-49%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Steven Wroblewski,,,TE,2500,IND,@LAR,19,LAR by 3.5,-3%,-5%,-21%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Mike Estes,,,TE,2500,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Sean Culkin,,,TE,2500,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 Matt Weiser,,,TE,2500,LAC,@DEN,19.5,DEN by 3,-23%,20%,4%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 James Hanna,,,TE,2500,DAL,NYG,26.3,DAL by 6,4%,-19%,8%,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 --------------------------------------------------------------------------------