Police Involved Shootings Resulting in Death

Introduction

The purpose of this document is to explore how race is related to police involved fatal shootings in the United States. The data begin with deaths from 1/2/2015 to 6/8/2020. A second portion will focus specifically on the year 2018. The data for this exploration comes from three sources. The first is the Washington Post repository on police involved fatal shootings:

https://github.com/washingtonpost/data-police-shootings/

The second source is the United States Census:

https://www.census.gov/quickfacts/fact/table/US/PST045219

The third is the US Department of Justice Office of Justice Programs:

https://www.ojjdp.gov/ojstatbb/crime/ucr.asp?table_in=2

The following analysis focuses specifically on police involved shootings that result in death. The goal here is not to point blame, but rather expose a statisticaly imbalance between deaths for Blacks and Whites. No attempt is made in this document to analyize the race of the officers involved.

A word of caution: This is a politically charged issue. My goal is try and be as objective as possible.

Loading the data

The following code loads the data.

library(dplyr)
library(tidyverse)
shootings <- read_csv('fatal-police-shootings-data.csv')

Parsed with column specification:
cols(
  id = col_double(),
  name = col_character(),
  date = col_date(format = ""),
  manner_of_death = col_character(),
  armed = col_character(),
  age = col_double(),
  gender = col_character(),
  race = col_character(),
  city = col_character(),
  state = col_character(),
  signs_of_mental_illness = col_logical(),
  threat_level = col_character(),
  flee = col_character(),
  body_camera = col_logical()
)

shootings <- shootings %>% filter(!is.na(race))
summary(shootings)

       id           name                date            manner_of_death       armed                age           gender              race          
 Min.   :   3   Length:4878        Min.   :2015-01-02   Length:4878        Length:4878        Min.   : 6.00   Length:4878        Length:4878       
 1st Qu.:1436   Class :character   1st Qu.:2016-03-31   Class :character   Class :character   1st Qu.:27.00   Class :character   Class :character  
 Median :2838   Mode  :character   Median :2017-08-01   Mode  :character   Mode  :character   Median :34.00   Mode  :character   Mode  :character  
 Mean   :2892                      Mean   :2017-08-19                                         Mean   :36.55                                        
 3rd Qu.:4339                      3rd Qu.:2018-12-30                                         3rd Qu.:45.00                                        
 Max.   :5905                      Max.   :2020-06-06                                         Max.   :91.00                                        
                                                                                              NA's   :86                                           
     city              state           signs_of_mental_illness threat_level           flee           body_camera    
 Length:4878        Length:4878        Mode :logical           Length:4878        Length:4878        Mode :logical  
 Class :character   Class :character   FALSE:3776              Class :character   Class :character   FALSE:4303     
 Mode  :character   Mode  :character   TRUE :1102              Mode  :character   Mode  :character   TRUE :575      
                                                                                                                    
                                                                                                                    
                                                                                                                    
                                                                                                                    

Raw Numbers

The following code displays a bar graph for the number of police involved fatal shootings by race from 1/2/2015 - 6/8/2020. The bars represent the total number of deaths by race.

shootings$race <- as.factor(shootings$race)
race_shootings <- table(shootings$race)
names(race_shootings) <- c('Asian','Black','Hispanic','Native Am.','Other','White')
barplot(race_shootings, main="Police Involved Fatal Shootings by Race 2015-01-02 to 2020-06-08")

Deaths per 100k in each Race

Not all races in the US have equal populations. To better compare across races, the data can be adjusted to approximately represent the total number of deaths per 100k for people of each race.

The following distribution is used for different races, and the total population of 320,000,000 (Population in 2018) is used to normalize the data.

Race	Population (%)
White, non-Hispanic	60.4%
Black, non-Hispanic	13.4%
Asian	5.9%
Native American	1.3%
Hispanic	18.3%
Other	0.7%

us_pop_100k = 3280
names(race_shootings)

[1] "Asian"      "Black"      "Hispanic"   "Native Am." "Other"      "White"     

us_pop_100k_race = c(us_pop_100k*.059, #A
                     us_pop_100k*.134, #B
                     us_pop_100k*.183, #H
                     us_pop_100k*.013, #N
                     us_pop_100k*.007, #O
                     us_pop_100k*.604) #W

balanced_race_shootings <- race_shootings / us_pop_100k_race

barplot(balanced_race_shootings, main="Police Involved Fatal Shootings per 100k by Race 2015-01-02 to 2020-06-08")

Above we see that the number of fatal shootings for Blacks is significantly higher than any other group when adjusted for the population size of that group.

Bayesian Calculation

Assuming that a person has been arested, what is the probability that they will end up dead given they are black. For this we can use Bayes Theorem:

\[P(A|B) = \frac {P(B|A)\cdot P(A)}{P(B)}\] Where A = Death B = Black

so we have:

\[P(Death|Black)=\frac{P(Black|Death)P(Death)}{P(Black)}\]

The following calculations will be limited to 2018 data.

library(lubridate)
BD = nrow(shootings %>% filter(race=="B") %>% filter(year(date)==2018))
WD = nrow(shootings %>% filter(race=="W") %>% filter(year(date)==2018))
TD = nrow(shootings %>% filter(year(date)==2018))

Source: https://www.ojjdp.gov/ojstatbb/crime/ucr.asp?table_in=2

Offenses	All races	White	Black	American Indian	Asian
All offenses	10,310,960	7,115,940	2,826,460	219,410	149,150

TA <- 10310960
WA <- 7115940
BA <- 2826460

PBD <- BD / TD 
PWD <- WD / TD
PB <- BA/TA
PW <- WA/TA

PD = TD/TA

PDB <- (PBD * PD) / PB
PDW <- (PWD * PD) / PW

graph_data <- data.frame(as.double(), as.double())
graph_data <- rbind(graph_data, c(PDB,PDW))
names(graph_data)<-c("P(D|B)", "P(D|W)")

barplot(as.matrix(graph_data))

percent_more_likely = (PDB-PDW)/PDW*100
percent_more_likely

[1] 26.98987

Based on the above, a person is 27% more likely to end up shot to death as the result of an arrest than if they were white.

Causation vs Correlation

One of the biggest risks in statistics is identifying a correlation in data and jumping to the the conclusion that there is causation. Black people are shot to death disproportionately compared to whites. That is a statistical fact. What is more difficult to discern is the underlying cause. There are a number of other factors that are much more difficult to descern including the nature of arrests. The locations of the crimes, additional demographic factors that could be leading to criminal behavior, etc. One things is certain, however. The data clearly point out that equality does not exist.

Conclusion

In the above calculations, it is too easy for the numbers distract from the actual individuals involved. They were people. To drive that fact home, I am going to include the names of the individuals that have died as a result of police involved shootings from 1/2/2015 - 6/8/2020. All 4,878 of them.

nrow(shootings)

[1] 4878

cat(shootings$name, collapse=" ", sep=",")

Tim Elliot,Lewis Lee Lembke,John Paul Quintero,Matthew Hoffman,Michael Rodriguez,Kenneth Joe Brown,Kenneth Arnold Buck,Brock Nichols,Autumn Steele,Leslie Sapp III,Patrick Wetter,Ron Sneed,Hashim Hanif Ibn Abdul-Rasheed,Nicholas Ryan Brickman,Omarr Julian Maximillian Jackson,Loren Simpson,James Dudley Barker,Artago Damon Howard,Thomas Hamby,Jimmy Foreman,Andy Martinez,Tommy Smith,Brian  Barbosa,Salvador Figueroa,John Edward O'Keefe,Richard McClendon,Marcus Golden,Michael Goebel,Mario Jordan,Talbot Schroeder,Robert Edwards,Jeffrey R. Nielson,Donte Sowell,Kavonda Earl Payton,Quincy Reed Reindl,Jose Ceja,Nathan Massey,Scott Hall,Zaki Shinwary,Terence Walker,Pablo Meza,Daniel Brumley,Jonathan Guillory,Carter Castle,Paul Campbell,Dewayne Carr,Todd Allen Hodge,Miguel Angel de Santos-Rodriguez,Isaac Holmes,Andrew Toto,Tiano Meton,Kristiana Coignard,Demaris Turner,Jose Antonio Espinoza Ruiz,Robert Francis Mesch,Daryl Myler,Darin Hutchins,Wendell King,Orlando Jude Lopez,Jessie Hernandez,Raymond Kmetz,Joshua Omar Garcia,David Garcia,Tiffany Terry,Nicolas Leland Tewa,Chris Ingram,Jermonte Fletcher,Alan Lance Alverson,Cody Karasek,Matautu Nuu,Alan James,Ralph Willis,John Barry Marshall,Victor Manuel Reyes,Edward Donnell Bright,David Kassick,Francis Murphy Rose III,Jacob Haglund,Ledarius D. Williams,Yuvette Henderson,Dewayne Deshawn Ward,Anthony Purvis,Jeremy Lett,Izzy Colon,Salvador Muna,Joaquin Hernandez,Jimmy Ray Robinson Jr.,Markell Atkins,Paul Alfred Eugene Johnson,Herbert Hill,John  Sawyer,James Allen,John Martin Whittaker,Sawyer Flache,Vincent Cordaro,Joseph Paffen,Larry Hostetter,Kenneth Kreyssig,Desmond Luster,Anthony Bess,Brian Fritze,Antonio Zambrano-Montes,Phillip Watkins,Fletcher Ray Stewart,Jonathan Larry Harden,Andres Lara-Rodriguez,Richard Carlin,Matthew D. Belk,Daniel Mejia,Jason C. Hendrix,Roy Joy Day,Howard Brent Means Jr.,Bruce Steward,Lavall Hall,Lawrence Caldwell,Michael K. Casper,Cody Evans,Betty Sexton,Michael Ireland,Matthew Lundy,Douglas Sparks,Pedro Juan Saldivar,Janisha Fonville,Ruben Villalpando,Stanley Lamar Grant,Douglas Harris,Alejandro Salazar,Jason Moncrief Carter,Kent Norman,Bradford Leonard,Robert Kohl,Michael Wayne Smashey,Anthony Giaquinta,A'Donte Washington,Jerome Nichols,Daniel Elrod,Joseph Biegert,Glenn Lewis,Francis Spivey,David Cuevas,Amilcar Perez-Lopez,Rodney Biggs,Crystal Lee Miley Harry,Alexander Phillip Long,Ernesto Javiar Canepa Diaz,Chazsten Freeman,Thomas Allen,Jessica Uribe,Cornelius J. Parker,Ian Sherrod,Stephanie Hill,Deven Guilford,Hung Trieu,Donald Lewis Matkins,Charly Leundeu Keunang,Shaquille Barrow,Fednel Rhinvil,Matthew Metz,Derek Cruice,Carl Lao,Tyrone Ryerson Lawrence,Sergio Alexander Navas,Tyson Hubbard,Tony Robinson,Naeschylus  Vinzant,Andrew Anthony Williams,Adam Reinhart,Monique Jenee Deckard,Aurelio Duarte,Michael McKillop,Anthony Hill,Lester Brown,James Brent Damon,Cedrick Lamont Bishop,Theodore Johnson,Jamie Croom,Christopher Mitchell,Edixon  Franco,Terry Garnett Jr.,James Greenwell,Benito Osorio,Ryan Dean Burgess,Gilbert Fleury,William Russell  Smith,Aaron Valdez,Bobby Gross,James Richard Jimenez,Fred  Liggett,Andrew Driver,Antonio Perez,Clifton Reintzel,Aaron Siler,Richard Castilleja,Troy Ray Boyd,Justin Tolkinen,William Dean Poole,Andrew Charles Shipley,Declan Owen,Alice Brown,Eugene Smith,Roberto Leon,Kaylene Stone,Garland Lee Wingo,Jeff Alexander,Shane Watkins,Brandon Jones,Brandon Rapp,Kendre Alston,Jamison  Childress,Robert Burdge,Richard White,Tyrel Vick,Justin Fowler,Enoch Gaver,James Ellis,Gary Page,Jason Smith,Phillip Conley,Christopher Ryan Healy,Denzel Brown,Devin Gates,Walter J. Brown III,Scott Dunham,Stephen Snyder,Nicholas Thomas,Jeremy Lorenza Kelly,Victor Terrazas,Joseph Tassinari,Deanne Choate,Adrian Solis,Megan Hockaday,Harvey Oates,Angelo West,Gary Kendrick,Jamalis Hall,Adrian Hernandez,Neil Seifert,Byron Herbert,Robert Rooker,Brian Babb,Jeremy Anderson,Benjamin Quezada,Mya Hall,Robert Washington,Shawn Clyde,Darrin Langford,Eric Harris,Aaron Rutledge,Donald Hicks,Christopher Prevatt,Justus Howell,Paul Anderson,Ethan Noll,Walter Scott,Ken Cockerel,Richard Hanna,Alexander Myers,Desmond Willis,Tyrell J. Larsen,Erick Rose,Douglas Faith,Dexter Pernell Bethea,Roberto Rodriguez,Joseph Jeremy Weber,Gordon Kimbrell,Don Smith,Jess Leipold,Phillip Burgess,Angel Cresencio Corona,Richard Reed,Donald Allen,Mack Long,Richard Dale Weaver,Jason Lee Evans,Isaac Jimenez,Colby Robinson,Christopher Grant Finley,Tevin Barkley,Dante Noble,Frank Shephard,Mark W. Adair,Stanley Watson,Ernesto Flores,Rodolfo Velazquez,Jeffrey Kemp,Elias Cavazos,Thaddeus McCarroll,Erik Tellez,Grover Sapp,Michael Foster,Dana Hlavinka,Santos Cortez Hernandez,Daniel Covarrubias,Kimber Key,Luis Martinez,Daniel Wolfe,William Chapman,Carlos Saavedra Ramirez,Jonathan Efraim,Reginald McGregor,Lue Vang,Andrew Valadez,Joseph Potts,Hector Morejon,Karen Janks,Mark Cecil Hawkins,Gary Timmie  Collins,Todd Jamal Dye,Brandon Lawrence,David Felix,Daniel Davis,Billy Joe Patrick,Albert Hanson,Dean Genova,Terrance  Kellom,David Parker,Jared Johnson,Joshua Green,Andrew Jackson,Joshua Deysie,Luis Chavez-Diaz,Alexia Christian,Jeffrey Adkins,John Acree,Fridoon Zalbeg Nehad,Erick Emmanuel Sanchez,Kenneth Mathena,Kevin Vance Norton,Elton Simpson,Nadir Soofi,Billy Grimm,Michael Asher,Roark Cook,Brendon Glenn,Thong Kien Ma,Robert A. Frost,David William Johnson,Michael Murphy,Nephi Arriguin,Shaun Johnson,David Schwalm,Dedrick Marshall,Sam Holmes,Stephen  Cunningham,Lionel Lorenzo Young,Kelvin Goldston,Justin Way,D'Angelo Stallworth,Alec Ouzounian,Bruce Zalonka,Sean Michael Pelletier,Cary Martin,Mark Farrar,Matt Coates,Ronell Wade,Dennis  Fiel,Austin Goodner,Timothy Jones,Alfredo Rials-Torres,Jonathan McIntosh,David  Gaines,Anthony Gomez,Chrislon Talbott,Marcus Wheeler,Jonathan  Colley,Nikki Jo Burtsfield,David Alejandro Gandara,Javoris Washington,James Anthony Cooper,Elvin Diaz,Jerome Caldwell,Michael Lowery,James Horn,Eric Robinson,Caso Jackson,Cassandra Bolin,Anthony Briggs,Dalton Branch,Jessie  Williams,Millard Tallant III,Scott McAllister,Garrett  Sandeno,Harry Davis,Feras Morad,Simon Hubble,Darrell Morgan,James Strong,Kenneth Dothard,Kyle Baker,Kevin Allen,Nehemiah Fischer,Robert Box,Ebin Lamont Proctor,Alexander Tirado Rivera,James Bushey,Joseph Ladd,Usaamah Rahim,Kamal Dajani,Miguel Martinez,Edelmiro Hernandez,Ronald Neal,Lorenzo Garza,Rudy Baca,Jesus Quezada Gomez,Christie Cathers,James Smillie,Alejandro Campos Fernandez,Joe Nevels,Damien Ramirez,Demouria Hogg,Matthew Wayne McDaniel,Gene Marshall,Rene Garcia,Richard Warolf,Jeremy Linhart,Greg  Hartley,QuanDavier Hicks,Ryan Bolinger,Isiah Hampton,Charles Ziegler,Fritz Severe,Mark Flores,Raymond Peralta-Lantigua,Shelly Haendiges,Anthony Hodge,Deng Manyoun,James Boulware,Kenneth Garcia,Zane Terryn,Kris Jackson,Christopher DeLeon,Joe Charboneau,Wendy Chappell,Kenneth Lanphier,Oleg Tcherniak,Santos Laboy,Trepierre Hummons,Louis Atencio,Alfontish Cockerham,Adrian Simental,Charles  Marshall,James Monroe Barrett,Eduardo Reyes,Tyler Wicks,Tyrone Harris,Joshua Dyer,Jonathan Wilson,Randall Waddel,Taylor Culbertson,Damien A. Harrell,Spencer McCain,Gilbert Jake Vanderburgh,Richard Matt,Joe Angel Cisneros,Joshua Crittenden,Alan  Bellew,Richard LaPort,Clay Alan  Lickteig,Kevin Lamont Judson,Kaleb Landon,Douglas Buckley,Ton Nguyen,Victor Emanuel Larosa,Arturo Lopez,Oscar Camacho,Joseph Julian,Cesar A. Limon Juarez,Robert Elando Malone,Michael Shannon Gaby,Kawanza Beaty,Bryan David Bauer,John Deming,Michael Holt,Johnny Ray Anderson,Richard Munroe,Tyler Rogers,Hagen Esty-Lennon,Jason Hendley,David Oliva Sarabia,John Leonard Berry,Marcellus Jamarcus Burley,Adam Dujanovic,Joe Cody,Daniel Hernandez,Jose Graciano Lopez,Tremaine Dantzler,Nicholas Booth,Joshua Blough,Michael Terence Westrich,Dallas Shatley,Rocco Joseph Palmisano,Robert Hammonds,Martice Milliner,Cyrus Hurtado,Javon Hawkins,Neil White,James Michael Todora,Freddie Blue,Eugene McSwain,Billy Maine,Paul Castaway,David Lepine,Matthew Watson,Christopher Benton,Salvado Ellswood,Frederick Farmer,Matthew Ryan Graham,Rafael Suazo,Jason Davis,Chacarion Avant,Eugene Kailing,Antonio Gonzalez,Edward Foster III,Patrick Stephen Pippin,Mohammad Youssef Abdulazeez,Saige Hack,Pierre Gabriel Koellner,Anthonie Smith,Samuel Smith,Jackie Brand,Darrius Stewart,Jose Roman Rodriguez,Albert Joseph Davis,David  Wheat Jr.,Kevin Thomas Snyder,Charles Edward Dewey,Samuel DuBose,Joshua LeBoeuf,Darren Billy Wilson,Joseph Fuller,Jerrod Tyre,Francisco Benitez-Santiago,Devon Guisherd,Andre Dontrell Williams,Dontae L. Martin,Brian Stortzum,Robbie Lee Edison,Tamala Satre,Derek Wolfsteller,Seth Raines,Lee Aaron Gerston,Christopher Olmstead,Roger Braswell,Bryan Keith  Day,Earl Jackson,Khari Westly,Zachary Hammond,Timothy Milliken,Jean Paul Falgout,Samuel Forgy,Michael Malone,Roger Darrin Barker,Mark Perkins,Ryan Daniel Vrenon,Philip Vallejo,Oscar Lotari Romero,Rafael Molina,Jeremy  Hatch,Armando Serrano,Virgil Reynolds,Antonio Clements,Joshua Malave,Franklin Short,Shawn Ruble,Daniel Robert Avila,Darius D. Graves,Tyler Alexander Dattilo,John Dieringer,Raymond Hodge,Keshawn Dominique Hargrove,Vincente Montano,Jason Galaviz,Gustavo Ponce-Galon,Charles Bertram,Christian Taylor,Abel Correa,Aaron Marchese,Mark Keckhafer,Tsombe Clark,Derrick Lee Hunt,Shamir Terrel Palmer,Jeffrey Clyde Wilkes,Kevin McDaniel,Andre Green,Eric Tompkins,Edrian Rivera,Richard Tyler Young,Casey George Alarcon,Randall Lance Hughes,Richard Dean Shull Jr.,Nathaniel Wilks,Anthony Lorenzo Vallejo,Reginald Marshall,William Smith,Redel Jones,Garland Tyree,Hector Rene Sorriano Gonzalez,Asshams Pharoah Manley,Christopher Anderson,Allen Matthew Baker,Benjamin Peter Ashley,Jonathon  Pope,John Unsworth,Matthew Castillo,Steven B. Norton,Frederick Roy,Richard Jacquez,Mansur Ball-Bey,Deviere Ernel Ransom,Jason Hale,Wade Allen Baker,Raul Herrera,Tyler Gerken,Jeffory Ray Tevis,Timmy Walling,Charles S. Hall,Alan Joseph Rushton,Adam Schneider,Jason Lee Alderman,Nicholas Garner,Kenneth Henry Morgan,Thaddeus Faison,William Lee Snider,Richard Francis Compo,Christopher Ray Tompkins,Julian Hoffman,Bobby Troledge Norris,Marvin Maestas,Curtis Smith,Todd Tomlinson,Shane Rudolph,Marvin Arroliga,Steven Dodd,Brent Pickard,Kyle Lambrose,Yonas Alehegne,Robert Hober,Manuel Soriano,Bertrand Davis,Gilbert Flores,William Evans,Felix Kumi,Devin Brian Dial,James Marcus Brown,Roger Albrecht,Rafael Cruz Jr,Shawn Hall,David M.  Leon,William Rippley,Cedric Maurice Williams,Charles Robert Shaw,Michael Todd Evans,Arthur Bates,Freddy Centeno,Curtis James Meyer,Richard Keith Kelley,Sully Lanier,Harrison Lambert,Jose Ramon Damiani Jr,La'vante Trevon Biggs,Luis Wenceslao,Angelo Delano Perry,India Kager,Carlos Yero,Mohamed Ibrahim,William Verrett,Casimero Carlos Casillas,Tristan Vent,Dustin Kuik,Tyrone Holman,Vincent J. Perdue,William Chau,Tian Ma,Brandon Foy,Austin Wilburly  Reid,Eddie Tapia,Robert T. Edwards,Phillip Pfleghardt,Derick Davis,Jack Stevens Jr.,Martin Francis Hammen,Clifford Butler,Jeffrey Eugene Brooks,Joseph Thompson Johnson-Shanks,David Todd Powell,Tyrone Bass,Florencio Chaidez,Jorge  Suarez-Ruiz,Carlos Wilhelm,Bobby R. Anderson,Rory Lynn Gunderman,Mark Gary,Lawrence Price,Nicholas Alan Johnson,Gregory Herrell,Lucien Rolland,Scott Beech,Michael Thomas Pierce,Jerrald Wright,Gerardo Ramirez,William Spaits,Tina Money,Timothy Wagner,Dominic Fuller,Steven McKenny,Dante Osborne,Joel Dixon Smith,Tim Kyle Torngren,Robert Berger,Joseph Khammash,Keith Harrison McLeod,Kenneth Ray Pinter,Jeremy McDole,Ernesto Medina Lopez,Patrick O'Grady,Philip Quinn,William Lemmon,Jeffrey Blood,James Anderson,Anthony McKinney,Alejandro Lerma,Norma Angelica Guzman,Christopher Shell,Victor Oswaldo Coronado-Martinez,Alberto Hernandez,Junior Prosper,Patrick Stephen Lundstrom,Robert  Christen,Brandon Lamar Johnson,David M. Diaz,Phyllis Ilene Jepsen,Matthew Dobbins,Christian Pena,Eric Edgell,Jeffery McCallum,James  Dunaway,Rodney Jencsik,Omar Ali,Charles A. Pettit,Amado Lago,Gary Carmona Boitano,Christopher Whitmarsh,Richard Love,William Combs,Travis Quay,Anthony Aguilar,Joe Pasquez Ortiz,Kevin Lau,Bernard Brandon Powers,Robert Humberto Medellin,Jason Day,Rudolph Smith,Brent Brannon,Michelle Marie Burg,Samuel Villarreal,Leslie Portis,Jorge Santiago Tapia,Kaleb Alexander,Linda Lee Lush,Michael J. Brennan,Robert Burgess,Herbert Benitez,Martin  Ryans Jr.,Johnny Angel Rangel,Ricky Javenta Ball,Jeffrey Womack,Gino Paredes,Dequan Williams,Corey Jones,Krikor Ekizian,Dion Lamont Ramirez,Roger D.  Hall,Lamontez Jones,Joel Lopes,Darien Greenwood,Jonathan Tyler Gossman,Miguel Angel Marin Galena,Ryan Christopher Rodriguez,Timothy Arnold,Lawrence Green,Adriene Jamarr Ludd,Stephen H. Brock,Juan Ulloa,Rolly Thomas,Dominic Hutchinson,Arthur West,Darren Myron Fude,Jon Ployhar,John Harley Turner,Kevin Brunson,Marquesha McMillan,Kobvey Igbuhay,Tyrie Cuyler,Anthony Ashford,Ricky Keith Keeton,Jerry Michael Graham Jr.,Jasper Levi Adams,Deaunte Lamar Bell,Allen Quintez Swader,Floyd Ray Cook,Mario Martinez,Tony Berry,Daniel Nole,Brian Crawford,Larry Busby,Noah Harpham,Bennie Lee Tignor,Luverne Roy Christensen,Killian O'Quinn,Jack Yantis,James Covington,Jeremy Mardis,Joseph Tyndall,John Allen,Faisal Mohammad,Timothy Gene Smith,David  Romanoski,James Bigley,Jacob Hohman,Laura Lemieux,Michael  Johnson,James Francis Smyth,Kim Lee Long,Delvin Simmons,Cesar Cuellar,Dale Maverick Hudson,Leonel Acevedo,Miguel Cano,Eddie Gabriel Sanchez,Jason Leanard Mesaros,Andrew Blake,Dana Bruce Ott,Joseph Jaramillo,Javier Lopez Garcia,Brian Gavin,Ryan Quinn Martin,Moises Nero,Michael Joseph Bartkiewicz,Ernesto Gamino,Matthew Coleman,Ramon Salazar,Richard Perkins,Shane Whitehead,Jamar Clark,John David Livingston,Brent Noblitt,Cameron Davis Long,Yohans Leon,Demetrius Bryant,Jeray Chatham,Derry Touchstone,Francis Hartnett,Michael Tindall,Cornelius Brown,Marcus Meridy,Randy Allen Smith,Steve Dormil,Darick Napper,Nathaniel Harris Pickett,William Tarrant,Chris Nichols,James Daniel Hall,Matthew Grows,Miguel Angel Martinez,Barry Kirk,Henry Reyna,Michael Kirvelay,Freddy Baez,Thomas Joseph Mceniry,Magnum Edgar Phillips,Douglas R. Slade,Somer Speer,Andrew Thomas,Rick Gullickson,Kevin Close,Justin D. McHenry,Lionel Kerns,Ralph Aguilar,Hugo Fernando Celio,Zachary Grigsby,Tuan Hoang,Darius Smith,Fernando Sauceda,Joshua  Jozefowicz,John Anthony Gonzalez,Phillip Munoz,Tashfeen Malik,Syed Farook,Mario Woods,Allen Pacheco,Florencio Lucero,Neil Scott Stretesky,Raymone M. Davis,Ivan Krstic,Colten Price Marcellus,Michael L. Funk,Sheilah Huck,Juan Perez,David  Winesett,Raymond Azevedo,Carlumandarlo Zaramo,John Alan Britton,Miguel Espinal,Derek Stokes,Christopher Higdon,Jason Bryant,Charles Edward Rosemond,Thomas Arthur Gendreau,Steven Wickert,Christopher Goodlow,Javario Shante Eagle,Nicholas Robertson,Jonathan Wardlow,Andrew Jospeh Todd,Roy Carreon,Shirley  Weis,Ryan McMillan,Nephi  Leiataua,Enrique Gonzalez,Calvin McKinnis,Michael  Thomason,Brenda Dean Kimberling,Mharloun Verdejo  Saycon,Hector Alvarez,Roberto Sanchez,Mark Toney,Jeffrey Gene Evans,Ronnie Dubose Carter,Bryant Neil Duncan,Douglas Yon,Christopher Fletcher,Erica Lauro,Amos Frerichs,Robert L. Martinez,Trayvon Scruggs,Ruben Jose Herrera,Leroy Browning,Mark  Ramirez,Guadalupe Quiroz,Bobby Daniels,Michael Noel,Derek DeGroat,Robert L. Teter,Chan Leith,Brandon Barsnick,Kenneth Stephens,Michael Hilber,Jose  Rodriguez,Kevin Matthews,Schuylar Gunning,Terrozza Tyree Griffin,Omar Ventura,William David Raff,Lonnie Niesen,Bettie Jones,Quintonio LeGrier,Gilbert Heredia,Michael Parker,Sean Mould,Gayneaux Paul Trahan,Corey Jason Achstein,Siolosega Velega-Nuufolau,Tien Hua,Fred Perez,Keith Childress,Joshua Sisson,Lance Light,Lonnie Haskell Powers,Sean O'Brien,Germonta Wallace,Eric John Senegal,Rodney Turner,Joel Anthony Nelson,James K. Maher,Carlton Antonio Murphy,Stephen Bukwich,Albert Thompson,David Zollo,Charles Hollstein,Alan Huberth Franco-Armenta,Kenneth Clay,Eric C. Olsen,Andrew Earl Abernathy,David Jay Kent,Christine A. Lucas,Alan Paul Bartley,Robert Tenbrink,Ramone Lonergan,Ciara Meyer,Herman Bean,Keith Richardson,Brandon Bearden,Timothy Meehan,Willie Holderfield,Miguel Hernandez,William Keith Waldron,Rakeem Bentley,Alfred Longoria,Ashton Lane Morris,Adam Karjalainen,Kelsey Rose Hauser,Clarence Layfield,Henry Bennett,Crayton West,Corey Lee Henderson,Daniel Shaver,Efrain Herrera,Joshua Tate Fielding,Jordan Szymanski,Eric Provost,Timothy Caruthers,Levi Gene Wilson,Vasilios Alexander Katsouras,Gary Wayne Jones,Samuel Grady,Jim Redmond,Timothy Albert,Randy Joe Sanders,Michael Clyde Lynch,Cedric Norris,Michael Lamar Robinson,Sergio Alvarado-Morales,Robert "LaVoy" Finicum,Scott Scanlon,Johnathan Bratcher,Herman Flores,John Wesley Smith,Thongsavanh Vandarack,Janet Wilson,Nathan Lee Bailey,Israel Vladimir Rodriguez,Jacqueline D. Salyers,William A. Adams,Christopher Kalonji,Randolph McClain,Christopher Michael Dew,Angela Hiatt,Charles M. Smith,Philip B. Salazar,Jose Alegre,Jeremy J. Sinclair,Juan A. Ruiz,Joshua Shane Bispo,Bruce Kelley,Michael Brown,Peter John,Edgar Rene Alvarado,Justin Prescott,John Henry Neuman,Cristiaan Oliver Dubrino,Raymond Gassman,Kayden Clarke,Antronie Scott,Scott Harless,Thomas Hirko,Hector Leroy,Ronald Barawis,Blake Edward Fitzgerald,Vinson Ray Strickland,Phillip Ferry,Jose Mendez,Marese V. Collins,Phillip Luchsinger,Shalamar Longer,David Joseph,Eric Harris,Gustavo Najera,Scottie Yanagawa,Timothy Vessels,David Brian Evans,Vincent Nageak,John Birkeland,Anthony Bertoni,Alijah Jackson,Matthew Quinn,Mohamed Barry,Peter Fanfan,David Glen Watson,Sahlah Ridgeway,Calvin Smith,Calin Roquemore,Dyzhawn L. Perkins,Ali Eisa Abdalla Yahia,Marc Stoddart,Eduardo Rodriguez,Rammy Jaradat,Brandon Lee Witt,Guadalupe Sauceda,Christopher Andrews,Destry Meikle,Shawn Henry Allen Dickens,Paul Gaston,Jose Quintanilla,Oscar Reyes,Ronnie Padron,Joseph Noel,Justin Patrick Moses,Curtis James Dugger,Danny Rendon,Edgar Camacho-Alvarado,Marcos Perea,Charles Lee Lambert,Che Taylor,Sherrisa Homer,Kisha Michael,Marquintan Sandlin,Patricia Kruger,Gerardino Cayetano Gonzalez,Jamie Clark Long,David Michael Green,Rouven Loch,Travis Stevenson,Angel Alan Gleason,Alex Buckner,Baltazar Ramos,Robert Keil,Martin Wirth,Victor Rivera,Francisco Garcia,Christopher J. Davis,Luke Miller,Greg Gunn,Tristan Conti,Cedric Ford,Kionte Desean Spencer,Abraham Mitchell Fryer,Fernando Hernandez,Nathan Grissom,Earl Hicks,Akiel Denkins,Dimitri Corcino,Jorge Brian Gonzalez,Mickey Dewayne Sweatt,Travis Boyd Bradley,Daniel Burkhardt,Sergio Ochoa,Brandon Stanley,Darrell Bosell,Herbert Ballance,Mark Minnick,James Scott,Osvaldo Torres,Philip Vitullo,Bryon Rosas,Randall J. Selsor,John Charles "JC" Graham,Daniel H. Chavez,Jeffrey Glen Casale,Wesley Sheppard,Arteair Porter Jr.,Martin Hurtado,Jason Meador,German Gonzalez,Tyre Privott,Manford "Butch" Moore Jr.,Jack Goodman,Teodoro Valencia,Christopher Michael Tokazowski,Peter Gaines,Marco Loud,Gevork Alachadzhyan,Jose Raul Cruz,Joshua Grubb,Wesley Chad Deerman,Keith Montgomery Jr.,Amy Jean McCoy,Jacai Colson,Lamar Harris,Joseph Harris,Daniel J. Wooters,Ed Russell McIver,Cristian Rene Medina,Eric Hernandez,Dennis Penny,Map Kong,Sunny Chin,Scott Bennett,Christopher Nelms,David Alma Giles,India Beaty,Joshua Douglas,Thurman Reynolds,Dylan R. Whitaker,Boyd Keith Ballard,Clarence Briggs,Abraham Martinez,Robert Dentmond,Dylan Pape,Edward J. Gorinski,Ralph "Phil" Grenon,Ethan James Rincon,Travis J. Blair,Daven Scott Hannu,Raymond Gonzalez,Alexio Allen,Robert L. Dussourd,Dominique Silva,Andrew Mike,Joel A. Gonzales,Mario Sandoval,Jermon Seals,Jose Perez,Terrence Shane Blackburn,Donald Andrew White,Patrick Matthew McManamon,Jeffrey Lanahan,Loreal Tsingine,Robert D. Guerin,Deriante Deon Miller,Earl Ashby,Robert Morgan Garrison Jr.,Denise Fairchild,Joseph Louis Melvin,Angel Montion,Ruben Cossyleon,Thomas Lagano,Kimani Johnson,Matthew Vincent Wood,James Brown III,James Craig Simpson,Jesus Juarez,Joel Fabela,Cameron Gover,Melissa Boarts,Darrin Andrew Martin,David Mack,Preston Paul Perez,Raul Salvador Marquez Heraldes,Peter J. Doherty,Kevin Hicks,Marvin Cremeans,Laronda Sweatt,Cesar Frias,Luis Gongora,Lance C. McIntire,Dazion Flenaugh,Melissa M. Abbott,Lamont Gulley,Diahlo Grant,Quron Williams,Lonnie Ball,William Clark,Arturo Yobani-Torrez Valdez,Efren Eloy Trujillo,Pierre Loury,Dion Daman,Joshua Moreno,Travis Wood,Rodney Watts,Jeffrey Gray Wise,Koltlee Whitson,Jeff Robertson,Clemente Najera,David Swatsky,Storm Allen Smith,Gerald Robert Boyes,Kisha Arrone,Eric John Wilson,Richard Bard Jr.,George Tillman,Edson Thevenin,Rico Don Rae Johnson,Demetrius Dorsey,Sylasone Ackhavong,Jorevis Scruggs,Daniel Eric Blackmon,Francis Scot Dufore,Jackie Lee Kirkham,Mario Mejia Martinez,Tyler Hunkin,Carl Baranishyn,Demarcus Semer,Mitchell Oakley,Jakob E. Wagner,Eric C. Wakup,Willie Tillman,Kay Frances Campbell,Robin Barber,Joshua Brooks,Jacquelyn Burke,Darrel S. Machemehl,Cin Lam Mung,Damon Blair,David Shane Anderson,Kendar del Rosario,Lee Easter,Ashtian Barnes,Michael Kurtz,Jeffrey Darrell Hobbs,Oswald Mattner,Mark Daniel Bess,Bender Dass,Marion Habana,Charlin Charles,Ronald Branch,Reginald Darnell Dogan,Raymond Hopper,Richard Ferretti,Cayce A. DiTullio,Gerry J. Thompson,Corey DiGiovanni,Burt Johnson,Deresha Armstrong,Ronald D. Williams,Nathan Q. Cates,Alton Fitzgerald Witchard,Derek J. Sam,Lionel Gibson,Jaffort Smith,Christian Bowman,Michael Johnson,Jamie Stotts,Arthur R. Williams,Arthur DaRosa,Stephen Schuster,Thongsoune Vilaysane,Sean Ryan Mondragon,Steve Godfrey,Robert Mark Diaz,Cody Marsh,Francis Clark,Jeffrey Sims,Ryan Johnson,Dracy "Clint" Pendleton,Jabril Robinson,Luke Sanders,Garry Conrad,Joseph Weatherby,Israel Santos-Banos,Jeremias Cruz,Jessica Nelson-Williams,Jaime Ide,Timothy Brandon Stacy,Kentrill William Carraway,Joshua Beebee,Norman Campbell,Travis Moore,Mark Nelson,Michael Eugene Wilson Jr.,Jorge Zambrano,Vernell Bing,Bryson Fischer,Verl Bedonie,Bodhi Wilson Dean Phelps,Mario Montoya,Derek Prophet,Doll Pierre-Louis,Eugene "Geno" Francis Smith,Warren Christian,Devonte Gates,Fernando Castro,Angel Daniel Navarro,Terry Edwards,Dennis Hudson,Dennis Humphrey,Dionisio Augustine Garza III,Donald Edward Brown III,John Mark Coffey,Todd Brent Burroughs,Robert Wickizer,Osee Calix,Nicholas Berger,Michael Johnson,Daniel Pigg,Willie Demetrius James,Rodney Rodriguez Smith,Joshua Smith,Hubert Thomas Burns, Jr.,Daniel Jonathan Shaham,Demarco Rhymes,Larry Dustin Stepp,Christopher Michael Moran,Henry Green,Kalyp Allen Rapoza,Andrew Henson,Omar Villagomez,Willis N. Walker,William David Powell,Carlos Garcia,William Michael Hollis,James Allen Nickol,John Michael Brisco,Clifford Tucker,Clayton Millsaps,Bobby Sanchez,J. Juan Briseno-Ortega,Keith Bursey,Lyndarius Cortez Witherspoon,Jesus Duran,Omar Mateen,Daniel Bennett Edwards,John Williams,Joshua Sciscm,Michael Moore,Edward Acquisto,Kenneth Allen Pointer,Noel Rodriguez,Nicholas Ferro,Mohammad Moghaddam,Fernando Geovanni Llanez,Russell Rosser,Michael Rasmussen,Peter Grandpre,Nicholas Damon,John Anderson,Ronald Delfino,William Thomas Hennessey,Sergey Makarenko,Antwun Shumpert,Rashaun Lloyd,Raufeal M. Bostick,Devin Christopher Scott,Lane Lesko,Jeff Hyde,Pedro Cruz-Amado,Josiah Williams,Isaiah Core,Roger Ponce,Quencezola Maurice Splunge,Deravis Caine Rogers,Shaun Trevor Walke,Jay Anderson,Angelo Brown,Ismael Miranda,Randy Blecher,Christy Sheats,Miguel Angel Chavez-Angles,Jamil Alejandro Valladares,Dylan Noble,Waldemar Bogusiewicz,Rodrigo Guardiola,Terry Lynn Maurer,Daniel Reyes,Germichael Kennedy,Donte L. Johnson,Michael Disbrowe,Sherman Evans,Blake Peacock,Travis Vierra,Raymond Hutson,Barry Prak,Walden Dang,Jessie J. Mills,Tyrone Reado,Lafayette Evans,Michael William Schumacher,Kawme Dejuan Patrick,Tristan Vilters,Jasen Scott Ramirez,Alexis George Mishtowt,Helmut Wihowski,Steven McQueen,Jai Lateef Solveig Williams,Jonathan Lane Justiss,Shannon Labit,Raul Saavedra-Vargas,Pedro Villanueva,William Tracy Patterson,Anthony Nunez,Sidney Washington,Joshua Bolster,Sam Newby,Melissa Ventura,Alton Sterling,Philando Castile,Thomas Vandemark,Vinson Lee Ramos,Adam Smith,Earnest Fells,Abraham Smith,Andre Johnson,Alva Burnett Braziel,Joseph Mann,Jason Brooks,Pablo Medina,Orville Edwards,Larry Darnell Gordon,Benjamin Zeckovic,Donald S. Myers,Richard G. Dinneny,Dayten Ernest Harper,Bobby Horne,Billy D. Smith,Patrick Fennell,Cody Wayne Jarrett,Kevin Higgins,Jermaine Johnson,Gavin Eugene Long,Michael Ray Ramsey,Jerry Brimer,Javier Garcia Gaona,Derek Love,BJ Medeiros,Paul Edward Yacabitis,Austin Jerry Lee Howard,Bernard Wells,Steven Alfred Longoria,Robert Lee Lourenco,Alvin R. Sylversmythe,Jeff Cornell Tyson,Richard Risher,Scot Minard,Juan Reynaldo Duran,Devon Martes,Dalvin Hollins,Dylan Liberti,Saddam Trejeda-Campos,Emil Ambrose Mecklenburg,Michael Adams,Jorge Moreno-Aguirre,Jeffrey Smith,Paul O'Neal,Jesus Rael,Donnell Thompson,Omar Gonzalez,Amanda Page Bivens,Melvin Faison,John Casey,Mario Martinez Torres,Limichael Shine,Korryn Gaines,Bryan N. Byrd,Kenneth Eugene Bonanno,Richard Swihart,Richard Lance London,Adam Jo Klimek,DeMarco Newman,Matthew David Conrad,William Bowers,Benjamin William Heaton,Bradley Carey,E.J. Walters,Johannes Wood,Jamarion Rashad Robinson,James Quealy,Jawari Porter,Earl Pinckney,Darnell Wicker,Michael McClurg,James Eugene Burgess,Juan J. Godines,James W. Jennings,Ronald Smith,Jesse James Romero,Jeffrey Allen Morris,Jeff Martelli,Sergio Daniel Weick,Tommy Seneca,Jesus Armando Carillo,Dominic Rollice,Sylville Smith,Ruben Horacio Strand Alvear,Perry Lee Heitman,Eric Ortega Soto,Jovany Martinez,Danny Pirtle,Michael S. Martin,Carl Nivens,Larry Eugene Kurtley,Colby Friday,Marcos Antonio Gastelum,Kenney Watkins,John O'Handley,Omer Ismail Ali,Francisco Villarreal,Daniel Kevin Harris,Chad Irwin,Joseph Weber,Trenton Lohman,David Klassen,David Fulton,Marcelo Luna,Jorge Ceniceros,Kole B. Knight,Kyle Zimbelman,Todd P. Browning,Pedro Montanez,Juan Gabriel Torres,Kelley Brandon Forte,Bobby Lyn Buck,Elias Portillo,William Charbonneau,Jeffrey Darren Hosea,Donta Taylor,David Coborubio,Matthew Gibbon,Angel Torres Jr.,Darrel Hetrick,Justin Kulhanek-Derks,Jaqwan Julius Terry,Paula Dell Phillips,Michael Peacor,Levonia Riggins,Lyle Patrick Blanchard,Gregory Mathis,Michael Ferguson,Thomas E. Sekscinski,Ed Holup,Caleb J. Douglas,Joshua Quintero,TK TK,Joseph Moreno,Michael Robert Musson,Michael Thompson,Jerome Damon,Cameron Ayers,Donny Max Daugherty,Jose Romero,Simon Gomez,Moses Ruben,Cesar Garcia,David L. Anderson,Steven Del Rio,Larry Grant Whitehead,Dylan Papa,Robert Lee Brown,Jesse Daniel Joynt,Sadiq Bishara-Abaker Idris,Francis Perry,Jose Torres,Ricardo Tenorio,Travis Ell,Gregory Frazier,Dennis Claude Stanley,Adrian Joseph Shaffer,Terrence Sterling,Markell Bivins,Christian Vargas,Tyre King,Robert Carrillo,Joseph Allen Schlosser,Morgan Wayne Crocker,Jesse Beshaw,Lucas Anderson,Terence Crutcher,Robert Duh,Nicholas Glenn,Robert Young,William Joseph Ryan,Dahir Adan,Philip Hasan,Michelle Miller,Jeremy Ray Swenson,Gary Don Lafon,Charles Dove,Joshua Scott,Michael Goodale,Keith Lamont Scott,Sandy Joe Duke,Thomas Tucker,Austin M. Baier,Jesse Ataway,Oddis Bernard Colvin,Christopher Contreras,Cody Lafont,Anthony Ray Bauer,Leeland White,Nathan DeSai,Jamie Joseph Lewis,Alfred Olango,John Ethan Carpentier,Christopher Sowell,Johnathan Lozano-Murillo,Jeffrey Clair Cave,Clayton Eugene Baker,George Richards-Meyers,Douglas Marrickus Rainey,Richard Parent,Najier Salaam,Jacquarius M. Robinson,Joshua Allen Perry,Carnell Snell,Daniel Perez,Donte T. Jones,Robert Dapkus,John H. Fetter,Isaias Salgado,Zachary Sutton,Dean Bruning,Brandon Simmons,Lucas M. Felkel,Larry Daniel Matthews,Joseph S. Schroeder,Eddie Collins,Christopher Darnell Shackleford,Thomas Jeffery Burns,Ricardo Hernandez,Kim Jackson,Charles Antrup,Deric J. Brown,Luis Michael Hoff,Maurico Barron,Kheyanev Littledog,Devan Desnoyers,Michael L. Taylor,Dominick Musulman,Blaine J. Beason,Kirk Figueroa,Matthew Brewer,Patrick D. Reddeck,Shawn Pappe,Chaz Logan York,George Zapata,Nicholas McWherter,Micah Dsheigh Jester,Sean Arlt,Rolando Delgado,Keegan Schweikle,Eric St. Germain,Darius Wimberly,Deborah Danner,Salvador Reyes,Charles Stidham,Frank J. Sandor,Javier Munoz,Jacob DePetris,Renee Davis,William Frost,Nathaniel B. Dorough,Kristofer Daniel Youngquist,Kenny Tomblin,Demetrius Mac Moore,Aaron Marquis Ballard,Roy Lee Richards,Brandon Jones,Chelsea M. Porter,Brandon Millard,Malcolm Loren Hickson,William Clifford Cole,Kyle Killough,Thad Demarco Hale,Edwin Amaya Maldonado,Jay Johannes Holmgren,Jason King,Jun Wang,Terrence Coleman,Kenneth Jack Kennedy,Jordan Gonzales,Michelle Lee Shirley,Jose Armando Cueva,Ashley Sides,Henry Simpson,Wilton Henry,Jesse Jay Taylor,Ferguson Laurent,Abraham Ortiz,Manuel Rosales,John F. Zemola,James Carl Coale,Russell Elswick,Patrick Wise,Joel B. Keenan,Jimmy L. Testa,Christian Andrew Redwine,Joseph Newcomb,David Contreras,Randy J. Clark,Darryl Chisholm,Juan Ramos,Evan Cox,Carlos Mendez,Kenton Kobza,Daniel Erickson,George Delacruz,John Pacuicrk,Brian Gaither,Marco Romero,Andrew Depeiza,James Dale Ritchie,Richard T. Herrera,Juan Carlos Fernandez,Daniel Laguna,Rasheem Singletary,Robert Daffern,Jose George Anthony Franco,Edmund Leighty,Dontrell Montrese Carter,Darius Jones,Joseph Leland Fletcher,Samson Fleurant,Adalid Flores,Erickson Brito,Luke Smith,Andrew Moreno,Jacob C. Stevens,George Bush III,Michael Giles,Mark Daniel Sly,Ivory C. Pantallion,Frank Nathaniel Clark,Talif Scudder,William J. Beavers,Kajuan Raye,Cleotha Mitchell,Jerome Chris Harmon,Carlos Valencia,Derek Adame,Norman J. Strobel,Richard Grimes,Terrell Walker,Walter R. Echols,Abdul Razak Ali Artan,Pablo Renato Cartagena,Irecas Valentine,Michael McInnis,Toby Cummins,Bradley King,Alexander Chance Partain,David K. Crosby-Dowdy,Bruce Randall "Zeus" Johnson,Jose N. Barron Gomez,Quinton Phillips,Dylan M. Dalzell,Derek Lynn Scott,Josh Dunne,Saif Nasser Mubarek Alameri,Norman Gary,Richard R. Jones,Westley Daum,Steven Wayne Liffel,Wayne Donald Dorsey,Keelan Charles Murray,Redrick Jevon Batiste,Daniel Riedmann,Mark Anthony Hicks,Stephen Joshua Whitney,Brent Quinn,Scott MacIntosh,Waltki Williams,Samson G. Varner,Randy Lee Cumberledge,Jose Angel Vallarta,Amber Lewis,Gary Leon Herd,Timothy Case,Francisco Serna,Rainer Tyler Smith,Kenneth Robledo,Lavar Montray Douglas,Earl Labon Eubanks,Robert James Hess,Jimmy Lee Lawson,Fidel Barrios,Chassady LeClair,Ryan Joseph,Paul Kolar,Ronald Roy Massengale,Roy Minton,Martin Gomez,Colton Calaway,Raymond Salaiz,Matthew Blake Richardson,Anthony Lovell Eddington,Terrence Thomas,Michael Tyler Jacques,Daquan Antonio Westbrook,Miriam Ann Savino,Zhonghua Li,Gerald Hall,James Tylka,Michael Alan Altice,Judy Boardman,Alfonso Lopez,Jake Childers,Christopher Blake Tucker,Jamal Rollins,Ricky Whidden,Jason Michael Robison,Chase Anthony Tuseth,John McLaughlin,Trevon Johnson,Chad Erik Roberts,Juan Carlos Cuadra,Mark Guirguis,James E. Lewis,Dale Hightower,James Owens,Joshua Martino,Ruben Randolph,Welby O'Dell Mullins,Richard A. Jackson,Luis Vargas,Randy Wayne Cole,Sean Ryan Hake,Jamal Parks,Daniel Scott Giberson,Travis Edward Baker,William Tucker Mathis,Hector Navarrete,Carlos A. Cruz,Gilbert Zambronio-Lovato,Jason Aldridge,JR Williams,Davion Henderson,Michael Rogers,Darrion Barnhill,Ronnie Johnson,Hafez Abousamra,Jose A. Fernandez-Ventura,Kevin Ernest Tree,Jamison Christopher Anderson,Rodney L. Hoback,Cameron Johnson,Scott Laurance Gilpin,Jahlire Nicholson,Eric David Anderson,Herbert Johnson,Sinuon Pream,Dexter Martin Dumarce,David Wesley Carroll,Charles Christopher McClure,Mohammad Azim Doudzai,Christopher Dalton Sexton,Dominic Hodges,Stoney McJunkin,Genevive Dawes,Daniel Darnell Stroughter,Marquis Thomas,Melvin DeLong,Marlon Joel Rodas-Sanchez,William D. Fisher,Christopher Garza,Elijah Smith,Gino Martin Palazzolo,Ronnie Lee Shorter,Paul Carr Palmer,Jon M. Alspaugh,Christopher Thompkins,Jorge Victor,Angel Ramos,Gary Mark Wigley,Daniel D. Rogers,Bruce Altenburger,Armond Brown,Josue Gallardo,Dakota A. Lukecart,Arties Manning,Antonio Arturo Perez Garcia,Jeremy Lopez-Robledo,Jonathan David Sper,Ramon Milanez,Jose Efrain Rodriguez,Micah R. Lambert,Kevin Darnell Washington,Donovan Paul Scheurich,Josue Javier Diaz,Kerry Lee Coomer,Deaundre Phillips,William Brigham,Eduardo Hernandez,Gerardo Coronado,Mi'Chance Dunlap-Gittens,Matthew Zank,Bradley Joseph Szacaks,Steve Salgado,Marvin Washington,Jeremy Dowell,Refugio Alvarez,Spencer Herckt,TK TK,Tavis Crane,Michael Russo,Kris Kristl,Michael Sword,Miguel Angel Silva,Jose Gonzales Lera,Yia Lee,William David Whetstone,Jamake Cason Thomas,Daniel McMasters,Marco A. Gomez,Daniel Loren Rucker,Johnnie J. Harris,Thomas Scott Henry,Peter Torres,Nana Adomako,Shelly Porter,Andrew Byrd,Jerome Allen,Cole Wooley,Gerardo Vasquez,Bradley Nelson,Curtis Jamal Deal,Richard Latimer,Kenneth B. Huntzinger,Alex Christopher Davis,Donald Parker,Henry James Hunter,Chad Robertson,Quanice Derrick Hayes,Vincent Palma,Juan Salinas,Justin Burton,Jocques Scott Clemmons,Kadhar Bailey,Ambroshia Fagre,James Stephen McMullen,Carlos Keith Blackman,Darryl L. Fuqua,Michelle Robey,Jason Robert Mendez,Pekelo Sanchez,Alonzo E. Ashley,William A. Young,Willard Eugene Scott,Bryan Devin Carreno,Brandon S. Lambert,Drey Krause,Raynard Burton,Michael Lee Morris,David Zimmerman,Steven C. Oliger,Kenneth Lee Bailey,Andrew McClendon,Mauro Garnica,Kadeem Torres,Joseph Tamayo,Jimmy Briggs,Jonathon  Daniel Simmons,Joshua Henry,David English,Jean R. Valescot,Jesse Enjaian,Chance David Baker,Keo Crockett,Christopher Carter,Sergio Reyes,Kyle Riggs,Manuel Encinas,Jason Fanning,Taylor Hodge,Douglas Michael Smith,Don Clark,Nicolas Sanchez,Bartolo Justice Sambrano,Misael Macias Cano,Medger Blake,Kyle Copson,Morgan London Rankins,David Lee Montano,Jimmie Patton,Steven Valenzuela,Timothy Lionel Williams,Michael T. Stoudt,Joey Isgrigg,Jacqueline Cheyanne Johnson,Lorenzo Antoine Cruz,William Dwayne Darby,Jacob Taulbee,Evin Sanna Olsen,Barry Michael Zumwalt,James Leroy Marker,Joey J. Bridges,Shawn M. Igers,Earl Riley,Christopher Redding,Jose Olivares,Epthen Lamont Johnson,John Hall,Isidro Bazan Jr,Michael Cisneros,Rafael Navarro-Garcia,Ramon Andrade,Michael Kocher,Dave Phoenix,George Lee Seeton,Joseph Scott Inabinet,Edward Manning,Alejandro Valencia Mendez,Roy Dale Evans,Dennis Todd Rogers,Frank W. Wratny,Iaroslav Mosiiuk,Steven Schiltz,Jesus Alberto Geney,Damon Seitz,Mark Robert Carlberg,Brandon Wiley,Manuel Gonzalez,Michael Anthony Perez,Luke O. Stewart,Noel Aaron Russell,Rashad Daquan Opher,Christopher Apostolos,Ryan L. Rosa,Alexander Meltz,Shawn Anthony Dumitras,Elena "Ebbie" Mondragon,Cordale Quinn Handy,Todd Munson,Frederick Ricardo Brown,Jermaine Claybrooks,Daniel Donarski,Rodney James Hess,Patrick Earl Gatson,Brentant M. Lahey,Nancy Jane Lewellyn,Desmond Phillips,Kevin C. Perry,Benjamin Christian Barnes,Jason Dennis Watkins,Clifton Knickmeyer,Alteria Woods,Trevor Allen Brice Gingras,Mario Simoes,Charles Harris,Don Johnson,Nengmy Vang,William Stokes,Eddie Davis,Francisco Valdez,Reno Joseph Owens,Austin Tyler Macon,Matthew Gambaro,Fred Barragan,Paul Parienlla,Michael Hornibrook,Justin Quincy Smith,David Eric Ufferman,Steven Hopwood,Pryor Spencer Bailey,Richard Alexander Tilley,Peter J. Doffin,Lee Pat Milks,Daniel Hendrix,Troy Boyle,Doyle Wayne Johnson,Leroy Brown,Fred Ratliff,Dennis Wasson,Christopher Angelo Pizzichetta,Marcus Williams,Phosowath Sengphong,Jose Antonio Hernandez,Rogelio Vidal Landa,Michael Maldonado,Stephen Connard Ferry,Michael Alcaraz,Austin Dakota Snyder,Christopher Wade,Benjamin Ailstock,Glenn Watenpool,Richard Xavier Summers,Kenneth Francis,Jeffrey Lynn Curry,Gregory Kever,Jose Gonzales Rendon,Jeffrey Findlay,TK TK,Zelalem Eshetu Ewnetu,Erik Pamias,Charles Johnston,Thomas Gezotis,Charles Shands,Ivan Wilson,Olugbalah Ridley,David Airth,Frederick H. Hall,Isaiah Murrietta-Golding,Darren Jahnke,Michael Zennie Dial II,Casey Desper,Keith Price,Marion Lee Holliday,Damarius Butts,Jose Trejo,Brandon Pequeno,Sariah Marie Lane,Ray Valdez,Chance Rickie Thompson,Joseph Sin,William D. Spates,Michael Wilson-Salzl,Wayne Noel Simard,Robert Becker,Kendell Wilson,Jacy Kevin McManus,Daezion Turner,Hakim McNair,Fred Cardenas,Juan Manuel Avilla,Gavin Williams,Charles Bossinger,Jason Thomas Christian,Selwyn Aubrey Hall,Burgon Sealy,Tim A. Holmgren,Avery Richard,Luis Fernando Pacheco,Jordan Edwards,Gene Bernhardt,Caleb Jackson,Andrew James Lucero,Devin Hawkins,Peter Raymond Selis,James Edward Ray,Joseph William Alain,Jason Sebastian Roque,Rodney Henderson,Mirza Tatlic,Malik Carey,William Dean,Nicholas Flusche,Lucille Espinosa,Jacob Peterson,Cedric Jamal Mifflin,Jose Hernandez-Rossy,Steven Price,Landon Nobles,Mikel Laney McIntyre,Anthony David Soderberg,Jayson Negron,Terry Percy Campbell,Joseph Jaster,John Bittle,Scott N. Bloomfield,Ian Thomas Little,Terrell Kyreem Johnson,Robin White,Jeroen Peter Koornwinder,TK TK,Ryan Lowell,Jonathan David Victor,Phillip O'Shea,Ronald Singletary,Maxwell Holt,Clarence E. Coats,David Jay Juarez,James A. Burton,Jonie Block,Jaison Fitzgerald,Buford Shane Whitson,Emmanuel Ibarra,Keith Andrew Chesser,Isabelle Duval,Tristan Long,Edwin Fuentes,Marshall Barrus,Daniel George Boak,Anthony Paul Ardo,Roger Bubar,Shannon Edward Estill,Jimmie Montel Sanders,Joseph M. Hodgin,Ricco Devante Holden,Carlos Garcia Petrovich,Aaron M. Thompson,Michael Anthony Bonini,John Eno,Albert Gagnier,Jorge Alberto Fuentes,Hayden J. Stutz,TK TK,Shawn Buck,Hector Gamboa,Jamie J. Robinson,Joseph Zimmerman,Ron Harlan Lewallen,Shaquian Tyrone Johnson,Chad Dionne,Joseph Godinez,Roman Jade Carrillo,James Gleason,James Daniel Hill,Francisco Suarez-Madonado,Edward Everett Courtenay,Charles Darnell Baker,Marc Brandon Davis,Naway Willy,Corsean Lewis,Antonio Gerardo Rodriguez,Donald Lee Cramer,Jeremy Austin Lindsey,Bruce Dawley,Charles Edgar Mullins,John Spaulding,Quentin Louis Case,Adrian Maurice Hardeman,Mark Ellis,Salvadro Alfredo Pablo Lopez,Isaiah M. Hammett,Blaine Robert Erb,Donald Smith,Michele Rice,Oscar Junior,Stephen Rich,Paul Mashburn,David Jones,Antonio Juarez,Theodore Brendecke,Joshua Barre,Isaiah Obet,Robin Blaylock,Emmett Edward Hall,Terry Williams,Eleuterio Amaya-Torres,John Wesley Bays,Avery D. Metrejean,Johnny Platas,Austin Durham,Barry Jones,Jordan Frazier,Chazz Brown,James T. Hodgkinson,Michael Morris,Tommy Le,Michael Brown,Robert J. Berube,Hector Cisneros Soria,Sergio Valdovinos,Jamie Dougan,Nathan Banks,Samantha Aguilar,Joseph Paul Hogan,Charleena Lyles,William Webster,Matthew Colton Stover,Alton Folmar,David Pacas,David Bryan Creson,Jacob Faulkner,Robb Stewart,Pedro Ramirez,Brandon D. Lukenbill,Daniel Francisco Valenzuela,Armando Garcia-Muro,Santino Trevino,Jesus Ramon Deltoro,Cameron Ollman,Christopher Michael Murray,Jimmie Bevenue,Giovonn Joseph-McDade,Lawrence Heyward Jr.,Deveonte Johnson,Nicholas Johnston,Rip Huntington,Jason Magana Herrera,Rodney L. Cole,Aaron Bailey,Marco Cardoza,Joel Gatu Muturi,Jose Guillermo Flores Colon,Chet Knuppel,Brett Rodriguez,Patrick Sanchez,Quintec Locke,Jeremy Holmes,Tyson Williams,Daniel Craven,John Donadio,Holden Gorka,Christopher Henry Cashell,Miguel Gonzales,Dana Dubose,Cody Ray McCray,Donald Martin,Douglas West,Tyrone Orvy Peabody,Zepp Crouchet,Alexander Bonds,Tiffany Lynn Potter,Edwin "Beanie" Esker,Jamie Huskey,Jonathan Coronel,Carroll Tuttle,Jesus Cervantes,Dejuan Guillory,Brian Easley,TK TK,Kareem Ali Nadir Jones,Michael Anthony Rude,Cardell Vance III,Tina Medlin,Ryan A. Probst,Robert Yeiser,Brayant Alvarez,Edward Taylor,Cody Ethan Mitchell,Gregory Shawn Thrower,Randy Engstrom,Caleb Edward Blaylock,Steve Scott,Antonio Garcia Jr.,Silas Andrew Smith,Dorsey Glenn Taulbee Jr.,James Gerald Davis,Keith Alan Eustace,Chancey Chamblee,Stephen Steele,Pedro Rubio,Gerber Dieguez,Justine Damond,Vaughn Shaw,Keith Wade,India N. Nelson,Ernesto Sedillo,Eric Wesley Clark,Jose Cazares,Daniel Thomas Reid,Robert Earl Vaughan,Nolan Cornett,Anthony Benavidez,Farhad Jabbari,Joshua Daniels,Isaiah Perkins,Yahir Breito,Vicente Velasquez,Walter Lynde,Michael Caponigro,Ismael Lopez Rodriguez,Kyle Scott Rushing,Jerrod Kershaw,Alexander J. Schoessel,Michael Joseph Harris,Moises Balladares,Aries Clark,Andrew Collins,Giovani Casiano,Susan Teel,Kesharn K. Burney,Sergio Velasco-Martinez,Matthew Folden,Alejandro Alvarado,Jerauld Phillip Hammond II,Deltra Henderson,Michael Fitzgerald,Raymond Cruz,Brian J. Skinner,Rodney E. Jacobs,Dennis W. Robinson,Jashod Arthur Carter,Dwayne Jeune,Isaiah Tucker,Robert Savelli,Norberto Nieblas Reyes,Kerry Bradley,Franklin Oden,Mikle Eugene Dixon,Mark Anthony Sanchez,Miguel Salas,Preston Thornton,Jeffrey Barboa,Quintas Harris,Phillip Rhoades,Keith Burkholder,Kemonte Cobbs,Aaron Payne,Cory Stephens,TK TK,Jeremy Gabrial,Melissa Wiseman,Joseph Miller,Timmy Wilson,Pablo Garcia,Kyle Andrew Lankford,Danatae Franklin,Winston Espino Sanchez,Jose Ortiz,Christopher K. Sales,Peter James Robbins,Darreon Neal,Eugene Nelson,Mark P. Coffey,Eric Bogart,Tyrease Carlyle,Eduardo Navarrete,Christopher Collins,Roger Burzinski,Carmen William Rongione,Patrick Harmon,Hussein Hassan,Steven James Young,Robert Emmett Bracewell Jr.,Herbert Gilbert,Kenneth Lewis,James Midkiff,Peter Daniel Grima,Edgar Ramirez Carreto,Clarence Belsar III,Derrick Rashard Brabham,Thomas Justin Walton,Jonathan Bolger,Keshawn Wilson,Jeffrey Jacobs,Dennia Flowers,Tyler Whitmire,Nathaniel Richmond,Thomas Selje,Kiwi Herring,Henry Rivera Jr.,Robert Earl Adams,Konstantin Morozov,Mark Aaron Jensen,Ciara Howard,Colton Puckett,Isaias Raziel Ochoa,Scott Mayfield,Daniel Blyler,Kristen Ambury,Charles David Robinson,Michael Malik Kawon Lee,William Wilson,Jason Hoops,Dwayne Martin,Kostatinos Sfaelos,William Matthew Holmes,Ricky Ard,Joshua Mark Cloud,Brandy Caldwell,Anthony Antonio Ford,Thomas Daniel Littlecloud,Issac Cervantes,Debi Lynn Thorkelson,Michael Battles,Roger Helgerson,Daniel Gillis,Antwon Springer,Henry Stephen Rakoz,William Porubsky,Jarvis Hayes,Shane Marsh,James Fuller,Daniel Wheelock,Rueben Galindo,Timothy Elam,Miguel Richards,Eric Dwan Arnold,Billy Joe Elmore,Michael Culhane,Ervin Eugene Sweat Jr.,Erick Perez,Joseph Charles Cook,Frankie Santos,Spencer Hight,Juan Flores,Thomas Addison,Brian Patrick Allen,Vincent Edward Hernandez Jr,Rodolfo Ballardo,Gary Joe McCourt,Ruben Urbina,Matthew Michael McTague,Jacob Dominguez,Scout Schultz,Nicholas K. Perkins,Brian Ziro,Eric Alvarez,Jesse VanSipe,Joshua Stubbs,Jimme Knight Smith,Randall Ross,David Scott,Magdiel Sanchez,Eddie Russell Jr.,Haraesheo Rice,Mack Brinkley,Matthew Wells,Austin Dunsmore,Jose Felix Reyes,Alexander Ochoa,Dillan Tabares,TK TK,Scott Farnsworth,Bryan Wright,Scott Michael Chamberlain,Damien Murray,Jarred Burke,Anthony Robinson,Cody O'Bryan,Jeffory Hughes,Roger Craig Nielsen,Craig A. Johnson,Demilo Trayuon Hodge,Anthony Wallace,Guy Lynn Scott,Michael Bruce Peterson,Dominique Tyrell White,Quentin Starke,Tyrell Dewayne Pinkston,Lester Jesus Machado,Marquis "Bubba" Jones,Anthony Gallo,Micah McComas,George Randall Newman,Joshua Lanflisi,Kevin Anthony Battaglia,Marquinton T. Brooks,John Loaiza,Chad Cochell,Sandy Guardiola,Jomekia Minter,Michael Ferrell,Brandon Lee Bohanon,Cristino Umana-Garcia,Phumee Lee,Johnny Ray Leeds,German Ornelas,Dale Sisson,Garrett Hoose,Ernesto Padron,Matthew Jonathan Luis Hurtado,Roberto Callejas,Samuel David Lanham,Roberto Avendano,Sabrina Ann Garcia,Albert Garcia,Corey Boykin,Cariann Hithon,Glenn Southwood Jr.,Vincent Dronet,Brandon Wade Rucker,Kristian Martinez,John Robert Payne,Sean D. Brady,Paul Dolen,J.C. Hawkins,Michael David Lopez,Eric Garrison,James Michael Chappell,Luis David Flores,Ezekiel Juan Duran,Joshua Clayton Johnson,DeAndre Bethea,Daniel Spear,Mitchell Fox,Matthew Whitley,Dewboy Lister,Steven Wayne Truex,Jamarco McShann,Phillip Joel Trammell,Victor Gonzalez,Jason Marble,Nicholas Pimentel,Johnny Bonta,Samantha Hennard,Dexter David Anthony Baxter,Matthew David Palaita,Ashleigh Bertucci,George Gipp,Sean Bohinski,Brandon Uzialko,David Campos,Timothy Earl Jackson,Antonio Levison,Sanders Surber,James M. Davis,Jerry Richardson,Danny Sanchez,Lucas DeFord,Baltazar Escalona-Baez,Eric Higgs,Mark Bidon,Brandon Lee Flowers,Kalin Jackson,Robert James Lightfeather,Jesus Birelas-Contreras,Luvelle Kennon,Paul Landis Gorden,Vincent Hall,Heather Denean Bubrig,Jamee Almarez,Christopher Jacobs,Wallace Jory,Jerry Roach,Robert Powell,Christopher Edward Loftis,Nyung Kyee,Raymond Davis,Michael Wayne Marin,Frank Half,Mason Johnson,Augustus Joshua Crawford,John Quincy Grady,Marylsa Sanchez,Eddie Lee Patterson,Pamela Webber,TK TK,Talathia Brooks,Jarrett Varnado,James Jacob Bailey,Roger Raymond York,Victor Demetrius Bray,Jason Ike Pero,Paul Jones,Joseph Santos,Charles Edwin Nickels,Kiser L. Sturgell,Ashley Jenkins,Terry A. Dubois,Thomas Aikens,Ronald L. Klitzka,John Bazemore III,TK TK,Matthew Joseph Scudero,Shane Jensen,Phillip Pitts,Eddy Longoria,Larry Ruiz-Barreto,Cornell Lockhart,Calvin Toney,Kevin J. Neal,Dustin Robert Pigeon,Thomas Barclay,Oscar Anaya,TK TK,Phillip Van Cise,Chester Randolph Ward,Martin Jim,Isaac Padilla,Shady Bell,Bijan C. Ghaisar,Seth Hardwick,Lawrence Hawkins,Preston Bell,Brian Calvert,Jacob McCarty,Matthew Donald Tobin,Seth William Johnson,Emilio John Cruz Hernandez,Nikolas Wanner,Rehyen Bost-McMurray,Jackie Germaine Ragland,David Leroy Thelen,Rocky Miles West,Steve Steenhard,Nelson F. Rodarte,Johnny Castro,William Freddy Carter Jr.,Daniel Navarro,Christian Chavez,Robert Claude Smith,Lucas Stone,James C. Danforth,Aquoness Cathery,Rufus Cedric Baker,Juan Andres Barillas,Trent Fondren,Keita O'Neil,Mario Guevara,Christopher Louis Willard,Gregory Ray Ham,Jeffrey Scott Cantrell,Mario Sanabria,Johnnie D. Carter,Jean Pedro Pierre,Scott Addison,Jesse Cole Shuping,Kyler Grabbingbear,John Souder,Frederick Douglas Wilburn,Vernchoy Saechao,Juliun Pitcher,James Newman,Kyle Zahacefski,Kyle Anthony Mihecoby,Stacy Micheletti,Zoe Dowdell,Clifford Keller,Michael Wilson,Todd A. Stone,Robert Edwards,Kameron Prescott,Jose Aguero,Jeffrey John Golnick,Evilio Gomez,Cody Dalton Eyre,Jesse Scarsbrook,Robo Raikoglo,Joshua Paul Spottedhorse,Dennis Plowden,Andrew Finch,Kenneth J. Perna-Rutsky,Corey Bailey,Marco Antonio Carlos,Heath Wayne Hodges,Mark Steven Parkinson,Archie Lawhon III,Gary Johns,Shana Diane Musquiz,Ronald Elliot,Louis C. Miller,Shaleem Tindle,Robert Hansen,Brandon O. Cude,William B. Oleson,Ledarren D. Mixon,Andy Vo,Daniel Saavedra-Arreola,Charles Smith Jr.,Jonathan William Leroy,Richard Rangel,Skyler Burnette,Guillermo Mendoza,Gregory Stough,Jackie Harlan Roberts,John Bailon,Trayvon Mitchell,Alejandro Valdez,Richard R. Towler,Michael Bender,Tyler Miller,Eugene Loftis,Primitivo Macias-Rodriguez,Travis Griffin,Frank William Pawul,Thompson Nguyen,Shalun Dique Smith,Jose Arroyo-Rosales,Justin Coy Adkins,Jonathan Bennett,Jared S.R. Williams,Terry Amons,Jason D. Whittemore,Remi Sabbe,Amanuel Dagebo,Jeffrey Alan Burleson,Joseph Hilton,Christian Escobedo,Robert Martinez,Nathan Giffin,Victor M. Reyes,Kerry Lee Nield,Bailey Turner,Geraldine Townsend,Jihad Merrick,Brian Gregory,Donte D. Shannon,Jordan Keckhut,Joseph Edward Haynes,Kevin Sturgis,Marshall Coleman,Nicholas Daniel Moore,Jason Lappe,Shannon Jason Cables,Arther McAfee Jr.,John Albers,Ronald Jay Lawson,Ilkka O. Hiironen,Joshua Dale Prough,Aaron Olivarez Candanoza,Jonathan Duane Atchley,Edward C. Gandy,Joe Delira-Alires,Joseph E. Knight,Ricky Jerome Boyd,Alvaro Herrera,Corey Mobley,Shane McVey,Humberto Vera-Munoz,David Byron Kidney,William Charles Mackenzie,Ulises Valladares,Dustin Gonzales Castillo,Steven Hutchins,Christopher Eric Giles,Axell Vivas,Nathaniel T. Edwards,Matthew Zimmerman,William Pollard,Crystalline Barnes,Kirsten Kloppe,Anthony S. McDaniel,Billy Lewis Rucker,Paul David Johnson,Gregory Kocian,TK TK,Michael Hansford,Mark Renee Flores,Ricky Leon Rusche,Gilbert Salas,Adrian Valdez,James M. Burks,Albert E. Morton,Daniel O. El,William Young,Anthony Joe Williams,Alexander W. Simpson,Brett Dontae Bush,Taylor Schnortz,Charlie Shoupe,Mitchell Kitchen,Alan Greenough,Ernie Lizana,Anthony Jacob Weber,Jason Richard Sienze,Manuel Zetina,James Benny Hobbs,Alex Duran,Cesar Bautista,Hugo Steven Selva,Lloyd Harris,Ricardo Colon,Tierre Guthrie,David Darden,John Hamilton,Steven Tyler Reed,Troy Jacques,Michael Weber,Sidney T. Richardson,Benjamin Gregware,Mark Daniels,Raymond Bishop,Ronnell Foster,Peter Le,Dawn Elika Center,Jimmy Terry,Travis D. Tucker,Preston Ray Holloway,Donald Fulton,Arthur Joseph Gonzales,Fordell Hill,Wesley Taylor,Tim Berger,Odrey Paul Reed,Lamar Green,Ryan Batchelder,Nathaniel Montoya,Paul Stanley Strickland,Ernest Manuel Montelongo,Thomas Vincent Alvarez,Lawrence Shaw,Glenn Tyndell,Lonnie Smith,Michael Andrew Schieffer,Edward Hallinan,Lee Edward Bonner,Darion Baker,Joshua D. Babb,Jacob Uptain,Mario Dantoni Bass,Douglas Kemp,Randall Beymer,Haydon Taylor,Douglas Oneyear,TK TK,Aaron Clifford Fike,Joshua Kinnard,Ethan Straub,William Watson,Orbel Nazarians,Marlon Smith,Dustin James Case,Curtis Bradley Ware,Qawi A. Muhammad,Ernesto Michel,Timothy M. Gray,Joel Jacobo,Jose D. Gomez Burgos,Stephen Hudak,Christopher Race,Erik Dunham,James Vaughn,Amanda Alvarez,Marvin McMillian,Angel Luis Ortiz,Brandon Kuhlman,David Willoughby,Ryan L. Smith,Robert Lewis Yates,Steven Dalton,Andrew Rossi,Michael Kline,Michael Reynolds,Steven Peters,Jesus Delgado-Duarte,Louis Troy Risinger,James E. Waters,Donald McFarlane,Amelia Huron-Macias,Victor Ancira,Jamil Harvey,Dwight Heckman,Alkeeta Allena Walker,David Gardea,Hieu Than,Daniel Stacey Reynolds,Orion Godbout,Joshua Pawlik,Andy Lucero,Juan Garcia Alvarez,Decynthia Clements,Jaden Marsh,Kenneth Scott Townley,Brisco Tim Woodell,Justin Lee Dietrich,Corky Lee Oliver,Michael Ward,Jontell Reedom,Bryan Liles,Ryan Chapman,Shermichael Ezeff,Cameron Hall,James Alfonso Vaughn,Mark Clinton Harrell,William Langfitt,Bobby Lovin,Osbaldo Jimenez Ramirez,Stephon Clark,Manuel Borrego,Quintin J. Horner,Michael Lavelle Holliman,Steven Nguyen,Jermaine Massey,Joel Pflum,Kent Earl Pittman,Chance Christopher Haegele,Scott Mielentz,Duane Preciado,Mark Allen Lunn,Jason M. Raffaeli,Jehad Eid,Angel Uolla,Santiago Calderon,Danny Thomas,Michael Leroy McGinnis,Steven Cortez,Linus F. Phillip,Kevin Hall,Robert Vega,Kevin Robles,Nikolai Yakunin,Zander M. Clark,Kaitlin Marie Demeo,Hugo Alvarez,Nathan C. Castle,Juan Carlos Romero,Isaac Michael Scroggie,Evan Bashir,Holly Knighton,Jose Aaron Gonzalez,William John Dominguez,Aaron Ibrahem,Jesse Kilgus,Gerald Richard Johns,Robert B. Shaw,George Pappas,Marco Antonio Saavedra,Rodney Toler,James Decoursey,Christopher Gatewood,Edward Van McCrae,Timothy Breckenridge,Jason Birt,Nicolas Sedano,Cresencio Rodriguez,Bobby Hinton,Joseph Walden Johnson,Timothy Wyatt,Brian Bellamy,Christopher Hall,Luis Yair Alvarez,Donald McCarter,John Wussler,Jeffrey Louis Parker,Deshawn Antonio Carswell,Adan Rene Marrero,Saheed Vassell,Alexis Stinson,Kelvin Baldwin,Robert Litolff,William Frazier,Terrance Eppenger,Diante Yarber,Nathaniel Prasad,Raymond Lyle Bell,Rafael Ramirez,Junior Davis Lopez,Antonio Aquino,Daniel Allen Yielding,Mitchell Nelson,John A. Elifritz,Larry Siordia,Carlos Roman Urias,Juan Markee Jones,Elijah James Smith,Russell Bowman,Daniel Joseph Carver,James Matthew Rogers,Robert George Issa,Zachary Glen Hoven,Shawn Michael Hubbard,Grechario Mack,Antonino Thomas Gordon,Betty Lemoine,Kenneth Ross,Keith Alan Kent,Chad Eric Montgomery,Kendall Lemoine,Dashaun Shepard,Benjamin Evans,Rumondale Jones,Steven Brooks,Kenneth Warren Resendez,Bruce Arnold Allee,Jose Pietri,Andre Lavance Rippy,Jessie Thedford,Eduardo Andrade,Petrica Peter Muntean,Ruben Stewart,Lonnie Marcel Bowen,Sanchez Lowe,Justin Monjay,Charles Whitley,Justin Oakes,William Ray Simcoe,Dytadious Mobley,Delorean Pikyavit,David Teneyuque,Lockwood Adrian Gibson,James Bauduy,Matthew G. Brown,Timothy Wayne Anderson,Terrence Carlton,Matthew Hartman,Miguel Escalona Vivas,Jesse Pena,Demonjhea Jordan,Jese Paul Schlegel,Isaac Jackson,Charles Boeh,Carlos Deone High,Myra Lisa Micalizio,Shukri Ali Said,David Navarro,Nolberto Hernandez Leon,Joseph L. Hoffman,Brandon Busher,TK TK,Michael Scott Knibbs,Joshua Lee Ewing,Abadi Gebregziber,Roger Fortner,Jason Wayne Traversie,Billy Carson Pike,Manuel G. Palacio,Timothy Raye Mayfield,Damion Collier,Anthony Trujillo,Sean Louis Justin,Christopher A. Wolfe,Mitchell Simmons,Savannah Hill,Dwight Dearth,Franklin Robert Vaughn,Terence Leslie,David P. Wolosin,Juan Alberto Silva,Albert Odom,Kimberly McCann,David J. Robinson,Lisa Rivera,Peter Boden,John Simson,Phillip Cameron Gibson,Thomas Junior Garcia,Elliott Reed,Kenneth Carter,Michael E. Hutchman,Benjamin Lee Sellers,Barry Freeman,Bradley Daniel Webster,Jacob T. Eldridge,Darrell J. Bruffy,Willie Rogers Marable,Philip Steven McMichael,Anthony Trice,Cody Reynolds,William N. Derick,Rollie J. Davis,Bob Browning Cruz,Marcus-David L. Peters,David M. Romansky,Kevin Nickle,Daniel Timothy Johnson,Reynaldo Pena,Dmitri Bullard,Jimmy Alan Moss,Corey Cordova,Santiago Evans-Valencia,Bradley J. Grant,Ray Wyatt,Ronald Clinton,Martin Sandejo,Makell Meyerin,Joshua M. Gomoll,Claudia Patricia Gomez Gonzalez,Dustin D. Odom,Brett Luengo,Augustine Oliva,Dustin Montano,Homer Woodroe Tyler,Raul Rivera,Eugene Baylis,Michael Glad,Rabi Brown,Armando Osuna,Zane Anthony James,Bryan Rodriguez,Juvan Simon,Katherine Brazeau,Jerick Rasheem Gray,Andres Estrada,Renie Cablay,TK TK,Gus Tousis,Julio Eduardo Hernandez Mata,Rudy Molina,Joshua S. Stanford,Abel Guzman,Joshua Nash Bryant,Maurice Granton,Alan Goyano,Roger Dale Sims,Brian Puskas,Wes Allen,Leslie Yolanda Salazar,Raymon Truitt,Douglas Conner,Michael Renfroe,Todd Gregory,LaShanda Anderson,Timothy Owen,Brandon Vieweg,Robert Lawrence White,Nicolas Moncada,DeNathe M. Guilliford,Alexandre J. Aldrich,Marqueese Alston,Chavius Hollis,Stephen Cogelia,David Arthur,Dillan Shane Ezell,Joseph Villanueva,Terrence White,Timothy Mosley,Ashley Dean Fulkerson,Robert A. White,Marcelo Castellano,David L. Hicks,Dwayne Clyburn,Richard Rivera,Tahaji Wells,Abe Martinez,Charles Spillers,Jonathan Buckley,Antwon Rose,Robert Roybal,Anthony Marcell Green,Jesse Wade Powell,Logan Williamson,Timothy Deal,Thomas Albun Beall,Schuyler Lake,Thurman Blevins,Detandel Pickens Devon,Eric Sweet,Robert L. Barton,Steven Allan Kaluahinui Hyer Jr.,Luis Argueta,Bobby Blade,William Shawn Mann,Joey Bronson,Anthony Sanchez,Joshua Cartwright,James Palmquist,Rodney Lee Hunter,Jason Washington,Chukwumankpam Mbegbu,Garry Glenn Lawrence,Randy Thomas Groom,Steve Ballard,Daniel Norris,Larry San Nicolas,Joshua B. Reed,Frank Dripps,Lemuel Bunn,Terrell Eason,Millard Clark,Emmanuel Bitsuie,Abraham Noe Flores,Daniel A. Fuller,Raad Fakhri Salman,Sylvia Marie Bejarano,Tracy A. Richards,John James Corrigan,Charles Webb,Eric Hash,Kelly Kenneth Sutton,Harold Kraai,Rashaun Washington,Craig Yelton,John Francis Murphy,Shaun Gates,Leonardo Cano,William T. McCollum,Salome Ramirez,Fidel Miranda,Juan Luna,Archer Amorosi,Harith Augustus,Jethro Benjamin,Marlin Mack,Isaac Chapa,Jonathan Molina,Isaiah Hayes,Rolando Brizuela,Juan Manuel Correa-Leyva,Kerry Edwin Townsend,Arthur Lujan,Wesley Shelton,Mickey Coy,Luis Cruz,Carmen Pizarro,Ruben Maya,Javier Lopez,Justin Waiki,Anthony Coleman,Arthur Levario,Vincent James Ewer,Anthony C. Lopez,Dale Slocum,Melyda Marciela Corado,Eliuth Penaloza Nava,Logan Simpson,William Bacorn,Juan Garcia,Juan Ramon Ramos,Rosalio Hernandez Ortega,Paul Meade,John Carlos Natera-Perez,Donna Lynn Allen,Devaughdre Delsha Rogers,Cashus Dean Case,Richard R. Bahr,DMario Perkins,Jose Luis Rodriguez,Brent C. Bowdon,Michael Heatherly,Daniel Hambrick,Jesus Hernandez Murillo,Kenneth Edwin Martell,Sergio Acosta,Iman Joseph Buford,Gavalynn Mahuka,Cynthia Fields,Richard Mendoza,Lamar C. Richardson,Joseph Santos,Michael Neal,Arthur Kenzie Garner,Richard Gary Black,James Edward Blackmon,Skyler Martin,David Edward Hall,David Judge,Jonathan Joey Mendoza,Tramaine Marquese Poole,Landon Christopher Wooten,Danny Lee,Johnny Kelley,Josh Martin,Emmanuel Alquisiras,Eric Benjamen Richards,John Randolph,William "Billy" James Hughes,James Bishop,Johnny Fisher,Spurgeon Daniels,Levester Taylor,Ricardo Giddings,Daniel Boyer,Daniel Valdez,Pedro Lucero,Michael Ducote,Joseph Robbins,Vaughn Denham,Stephen L. Caldwell,Charles Meadows,Shaun Jeffery Christy,Gregory Campfield,Montae Shackleford,Jackey Sampson,Adam Knowlton,Anthony Daniel Vargas,Anthony Makai Hutchinson,Christopher Anthony Stone,Mario Hobson,Chris Cameron,TK TK,Charlie "Lee" Hodges,Adrian Herron,Aquantis Givens,Spencer Mendez,Michael Harrison,Andres Arteaga,Christopher Alexander Okamoto,Jeremiah Perdue,Charles Marcotte,Jeffrey Dennis,Douglas Heath,Virginia Romero,Donna Castleberry,Jeffery Paul Fabio,James Clay,Felipe Perez Casas,Taylor K.E. Tincher,Logan Montgomery,Jennifer Sharp,Stephanie B. Owens,Fabian Ortiz Adame,Bryce Schenkenberg,Eric Jay Hames,Sebastian Siney Chamale,Tyler Hodge,Randall McKenzie,Jalon Johnson,Jessica Cribbs,Vanessa Marquez,Dennis Ray Blalock,Chase Sullivan,Paul Askins,Oshae Terry,Fernand "Fred" Lete,Steve L. Anderson,Aaron Demonta Fleming,Timmy Henley,James Leatherwood,Mitchell Owen Buel,Christopher Sage,Darell Richards,DaShawn Cole,Elman Jerald Roberts,Brandon Joyner,Dereshia Blackwell,Edward Reynolds,Rafael Rivera,Thomas Watkins,Detric Driver,Garrett Finley Mitchell,David Huffines,Christopher Lee Leonard,Stephen Dove,Ricardo Avenia,Bruce Smith,Jerry Foster,Jose Alvarez,Susan Muller,Damon Christopher Gayheart,Michael James Murphy,Jeffrey Sims,Freddie Joe Whitmore,Alexander Carballido,Joshua Works,Nathaniel Sassafras,Ronald W. Leach,Ivan Pena,Michael Stout,Dravious Burch,Jaime Lopez,Paul Braswell,Joey Leon Nelson,Juan Angel Pinedo,Coltin Brennan Leblanc,Datwan Keyo Lewis,Michael Perez,Joseph Dawson,Justin Snelson,Thomas Howard Luedtke,Walter Welch,Patrick K. Kimmons,Brian Lee Rogers,Keagan Johnson,Brian Baker,James "Cody" Martin,LaJuana Philips,Toby Bailey,Arthur Harbison,Sershawn Martez Dillon,Phillip Samuel Moskios,Venson Kee Yazzie,Nicholas Salisbury,Anthony Lee Hodges,Aaron Joseph Chavez,Alexander G. Lindahl,Isaiah Ramirez,Travis N. Craven,Samuel E. Rice,Richard Palafox,Terrell Blake,Leslie Shayne Miller,Kenneth Ryan Busse,Alonzo L. Smith,Diamonte Riviore,Samuel Morris,Ashley Elisna Grammer,Kay Kenniker,Jacob E. Albrethsen,Umberto Sanchez Ramoz,Eric Jamar Lupain Stromer,James Christopher Manus,Hustes Davila,Weston Willow Well Cole,Keyshon Parham,Charles Roundtree,James Lyle Kuehn,Bailey Greek,Andrey Tkachenko,Sean Dutcher,Jacob Servais,Mahlon Edward Summerour,Neico Crooks, Jr,Christopher Calabro,Edward Paul Zumski,Robert Smith,Kimberly Norris,Cedric Pritchard,Jason Whittle,William David Williamson,Tafahree Maynard,Shaunday Mullins,Robert Mitchell,Nickolas Michael Peters,Salvador Morales,Armond Beckwith-Bell,Lloyd Gerald Napouk,Christopher Carroll,Albert Ramon Dorsey,Billy Jo Johnson,Arnaldo Caraveo,Derrick Alexander Sellman,Ida Christy Stiles,John Wurms,Tony Bernard Smith,Jose Centeno, Jr.,Gonzalo Rico-Jimenez,Jesse J. Quinton,Andrew Moore,Laudemer Arboleda,Kanwarbir Malhi,Theoddeus Gray,Anthony David Chavez,Ryan Millsap,Robbie Ramirez,Gary J. Willis,Henry Gregory Stroud,George Smith,Anovath Troy Kongvongxay,Jesus "Chuy" Guzman,Travis Jordan,Christopher William Parrish,Cody Paris Belgard,James Hanchett,Patrick Bryant,Elisha Edward Kelley,Jemel Roberson,TK TK,Edward M. Walsh,Andrew Kana,Tony Mathis,Danny Ayala,Cesar Alehandro Ramos,Marty West,Timothy Leon,Rene Prieto,Olajuwon Murphy,Joseph Loughery,John David Manning,Allen Fanning,Agustin Gonsalez,Jack Fields, Jr.,GD Hendrix,Steven Smith,Rio Antwuan Thomas,Daniel Cedars,Christopher Williams,Roderick McDaniel,Roderick McDaniel,Keaton James Larson,Billy G. Heeter,Robert William Reid,Eugene Benjamin Weathers,Martin Lopez,Emantic Fitzgerald Bradford,Cameron McCarthy,Patrick Michael Langhoff,Christopher L. Anderson,Martez Webb,Felix Anthony Calata,Nicholas Charles Ryan,Allen Scott Culpepper,Jarmane Logan,J Scot Alan Widmark,Bert E. Mercado,Benjamin Kennedy,David Villagran,Vernon May,Adrian Bunker,Ricardo Galvan,John Young,Jarvis Randall,Demontry Floytra Boyd,Anthony Ray Borden-Cortez,David Alejandro Molina,Justin Smith,Paul Ridgeway,Anthony M. Edwards,Dimaggio McNelly,Benjamin David Larson,Jason O'Bannon,Jesus Lainez,Julius Ervin Tate,James N. Robertson,Joshua Boyd,Christopher Deandre Mitchell,Terry Don King,Shane Wentling,George Penev,Kyle Hart,Kaley Gay,Tori Kaneshiro,Daniel Pierce,Marcus Neal,Haze Connor Martin,Tameka LaShay Simpson,Demario Bass,Jason Emerson Connell,Dylan Parker Thomas,Gabriel Romero,Joshua Myers,Andre Horton,Edgar Espinoza,Edward Rudhman,Rodney J. Geiser,Jacob Mohow,April Webster,TK TK,Angel Viola Decarlo,David Frederick,Danny Washington,Keith A. Hawley,Damon Barstad,Jose Lemus,David MacAdams,Jason Delgado Perez,Kaulana "Toji" Reinhardt,Abdias Flores,Jennifer Vasquez,Antonio A. Ramos,Michael Jerome Taylor,Gary Warbritton,Wayne Falana,Mark Wade "Cornbread" Luttrell,Glenn A. Rightsell,Shane Lyons,Edwin C. Bundy,TK TK,Warren Jay Beaubien,Kerry D. Blake,Paul Arbitelle,Iosia Faletogo,Matthew Hurley,Jesus Ramos,Dylan Michael Smith,Brandon Lovell Webster,Matthew Burroughs,Abdoulaye Thiam,Arron Thomas Lambert,Samuel Garcia,Robert Myers,Joseph Roberts,Abiel Innis De Joel Rios,Jae Wesley Hardy,Eric David Sauerhagen,Zonell Williams,Jeremy Dean Duncan,John Richard Camacho,Lawrence Thompson III,Oliver Hernandez,Adolfo Gonzalez,David John Engebretson,Shaun Kennedy,Kevin Shawn Hanson,Andre C. Gladen,Nil Houer,Miguel Barraza-Lugo,David Novak,Jeremy Dale Edmonds,Johnny Lee Burney,Geoffrey Morris,Juston Landry,Treshun Symone Miller,Charles Frederick Landeros,Jacob Michael Harris,Bill Akes,Christopher A. Schmitt,Dimas Diaz,Roberto Tapia,Nathan Thoe,Jahmal Derrick Stewart,Amiliano Antonio Apodaca,Louis Jose Burrus,Nathaniel Holland,Damon Murad Asad,William Owens,Dean Heerdt,Stanley Stepanski III,Antonio Arce,D'ettrick Griffin,Quency Chavez Floyd,Shawn Joseph Billinger,D'Angelo Brown,Megan Rivera,Terry Lee Cockrell,Danny Kelley,Mikyas Mehary Tegegne,Dale Weich,Matthew Neil Tuhkanen,Mark Leo Gregory Gago,Jason C. Minnick,Chance Mavity,Horacio Ruiz-Rodriguez,Jimmy Atchison,Preston Oszust,Dwight Steward,TK TK,Marcus Gishal,Kevin Grant Vawter,Katlyn Alix,Christian Albarran,Jeffrey Lynn Jones,Jacob Archambault,Joey Duane Ramirez,Rhogena Nicholas,Dennis Tuttle,Gregory Griffin,David Michael Bosiljevac,Nekiylo Dawayne Graves,Nicholas Philhower,Carl Thayer,Siatu'u Tauai,Paul Cantu,Michael Joe Jolls,Anthony Patrick Pellissier,Robert Martinez,Henry Harold Russell,Johnny Weeks,Isaiah Thomas,Dylan Joseph-Mark Cross,Asuncion J. Gomez-Guerrero,Robert Matz,Corey Johnson,Anthony Dewayne Childs,Seth Keo Mallard,Allon Jones,Miles Dylan Cooper,Bruce Carter,Danny Rodriguez,Michael Robert Novak,Morgan Shane West,Nolan Hurtzig,Jason Matthew Hill,Charles L. Cook,Aaron Allen Przekop,Willie Bo McCoy,Jeffrey D. Tyree,Jonathan Ramirez,Gabriel Carter,Ted Schmitz,Willie Jermaine Robinson,Eric Young,Ty'rell Pounds,Phayvanh Inthavong,Alex Johnson,Christopher Brimsey,Patrick Reed,Johnny Mathis,Garrett James Ebenal,Greg Alyn Carlson,Wilfredo Hernandez,Michael Drayer,Mark Morasky,Gary Marin,Michael Elam,Nam Quang Le,Javier Hernandez Morales,Reginald Romero Bursey,Delmar Espejo,Pierre Woods,Clayton Joseph,Emanuel David Joshua Oates,Kyron Marcell Sands,Kyle Thomas,Bradley Blackshire,Kasim Kahrim,Timothy Rhodes,Neico Crooks,Felipe Martinez,Sterling Durant Humbert,Daniel David Messmer,Angel Burke,Jackie Scott Pendergrass,Tommy Kirby,Bryan A. Ryder,David Litton,Sasha Ann Pishko,Tyler Schmidtbauer,Joseph Hart,Brandon Schmitt,James Scott Reed,Michael Pierce,Kenneth Joseph Sisneros,Brenda Rodriguez Mendoza,Maurice Arrisgado,Eduardo Munoz,Larry Todd Hoover,Tyler J. Meier,Clair Jewell,Luke Anthony Swann,Stephen Kaylor,Daniel Moncada,Jeremy Ponce,Shamikle Jackson,Stephanie Areanda Quiroz,Joshua Worth,Danny Brogdon,Antonio Joseph Valentine,Donqaule Maurice Gray,Rodney Fisher,Carlos Hunter,Dylan Aikey,Thomas Wayne Swinford,Beth Plant,Eric Hagstrom,Joel David Kellay,Tommy Wayne Welch,Rodney Lassiter,Brandon Robertson,Phillip Wayne Outland,Sokhom Hon,Anthony Lee Montoya,Michael J. D'Angelo,Robert Mark Frady,Latasha Nicole Walton,Brandon Stacey,Charles Ballard,Benjamin Melendez,Nina Adams,Henry Wayne Rivera,Shawn Taylor Waite,Jerry Marrero,George Wayne McCallum,Victor J. Morales Zavala,Michael Cohen,Timothy John Beckwith,Jorge Luis Rivera-Melendez,Kenneth Cherry,Thomas Johnson,Juan Manuel Flores Del Toro,Jesus Calderon,James Hunn,Osaze Osagie,Stevie Garcia,Hannah Westall,Daishawn Brown,Bruce Puchel,Derek Smith,Kevin Bruce Mason,Joseph David Durman,Danquirs Napoleon Franklin,Abraham Arellano,Brandon Coty Elliott,Kaylon Robinson,Brandon Michael Jacque,Stephen Marshall,Leonardo Gallegos,Kevin Samuel Capers,Chris Joseph,Daviri Robertson,Brian Leslie Statler,Augustine Gutierrez,Pierre J. Cher Frere,Andrew John Mason,Ondrae Levado Hutchinson,Stacy William Kenny,Juan Padilla,Oscar Cain,Kevin Ray McEnulty,Lianna Renee London,Veltavious Griggs,Bishar Hassan,Donnell James Lang,Barry A. Rucker,Alfonso Cervantes,Jeffrey Garner,Zachary Kinard,Thomas Verile,Daniel Robert Ramirez,Benjamin B. Lucas,Anthony Orlando Bowers,Marzeus Scott,Charles Bradley Payne,Harold Vincent Robinson,Michael Wray Hensley,Michael Gulley,Terry Davis,Trivenskey O. Odom,Anthony Santana,David Wittman,John Darlington,Demetrious Brooks,Marcus McVae,Phillip Thomas Marsh,Theresa Medina-Thomas,Myron Flowers,Juan Torres,Luc Ciel,Augustus Combs,Kawaski Trawick,Clarence Leading Fighter,William Crawford,Brian Dellaann Butts,Henry Lane,Samuel Charles Talbott,Chadwick Dale Martin,Patrick West,Akeen Brown,John Stewart, Jr.,John Duane Fairbanks,Michael Allen Felch,Luiz Leizado,Soheil Antonio Mojarrad,Carlton Steve Brooks,Anthony Jose Vega Cruz,Sean Michael Collins,Michael St. Clair,David Flores Ramos,Richard Allen Moench,Emory Moore,Jonathan Patzel,Stanley Edward Thompson,Kevin Leroy Beasley,Jose Dominguez,Carlos Manuel Dodero,Jeb Colin Brock,Alejandro Hernandez,Lawrence Bottoms,Shawna Widemann,Isaiah Lewis,TK TK,April Robertson,Reinaldo Gonzalez,Isaac Pineda,Timothy Manuel,David Wayne West,Jorge Albert Merino,Timothy Russell Majchrzak,Ethan Austin Murray,Saoun Pol,Jason Demarcus Larkin,George Herrera,Pedro Colazo-villa,Cesar Tomix Sarmiento-Molina,Aubrey Manning,Francisco Anthony Alcaraz,Eddie Herrera,Ryan Smith,Hector Lopez,Derrec Jamal Shaw,Sharell Brown,Edward Fuller,Jeremy Potwin,Luis Quinones Rosa,Malik Ali Gresham,Pamela Shantay Turner,James Douglas Meadows,Alex Steward Underdown,Ronny Rodriguez,Ruben Houston,Djuantez Anthony Mitchell,Michael Nieto,Elizabeth Harris,Luis Lomante,Donald Davis, Jr.,Daniel Warren,Dion Grey Hat,Andrew Giovanni Meza,Robert Rabago,Esteban Martinez,Lori Markham,Ronnie Churches,Michael Ann Godsey,Carlos Javier Roman Santiago,Enosa Strickland,Juan Antonio Sillas,Steven Case,Joseph M. Tedrick,David Marcus Reece,Myles Frazier,Luke H. Patterson,Adam Michael McCoy,Fred Burton,Ryan Brett Thomas,Carlvon Mayo,Hamid Ould-Rouis,Terrance Bridges,Robert Sabater,Nakia Smith,Curtis Stagger,Gerald Tremblay,Crystal Danielle Ragland,Isaac Ray Ruiz,Steve Huff,Kyle Needham,Jesse Sarey,Thomas Goodeyes Gay,Nikolai Landry,Marcus Boles,Miles Hall,David Hoal,Travis James Eckstein,Samuel Galberth,Kevin Pudlik,Martin Allen Goodier,Erik Gebauer,Fabian Rivera,Jay Clem,Scott Hedgecock,Matthew Freeseha,Ryan Twyman,Jose De Santiago Media,Edtwon Stamps,Harry Gipson,Jose Jesus Astorga,Jose Salvador Meza,Rodnell Cotton,Zendall Noble,Jason Nash,Bryan Bernard Wallace,Krystal Arvizu,JaQuavion Slaton,David Wayne Downs,William James Back,Ysidro Osornio-Velasquez,Terry Frost,Vincense Williams, Jr.,Brent Durbin-Daniel,Jaquan Derrick Diijon Thompson,Eddie Humberto Segura,Jimmy De Odell,Brandon Webber,Juan Manuel Moreno,Marquis Weems,Tramon Savage,Michael Sheehan,Mantry Norris,Ty'Rese West,Jamarcus Dejun Moore,Alfredo Chino,Eric Jack Logan,Carlos Vale,Shawn Ray Wilson,Mark Anthony Galvan,Francisco Tarin,Brian Isaack Clyde,Josh Flores,DeWayne Watkins,Juan Carlos Chapa,Dewayne Tackett,Kevin Anthony Alaniz,Scott William Robertson,Michael Spencer,Jaymil Ellerbe,Bradley Rundle,Peter Alexander Bohning,Tomas Hernandez,Shawn D. Blowers,Michael Norquest,Elijah Collins III,Marvin Green,Benjamin Ray Smith,Stephen D. Sloan,Matthew Christian Smith,Paul David Rea,William Aubrey Martin,Erik Sandoval,Gene Pool,William Lamb,Ryan Moody,Zackary Ryan Hoppe,TK TK,Jack Daniel West,Christopher Barela,Terry Allen "Bubba" Payne,Aaron Hong,Ben Fields,Chad Williams,Isak Abdirahman Aden,Isaiah Robinson,Mark A. Naugle,Stonechild Chiefstick,Jonathan Pingel,Christine Soto Venegas,Li Xi Wang,Leonel Mendez,Olivio Sandoval Diaz,Jose Martinez,James C. Pinkston,Hannah Williams,Joshua Ortiz,Angel Ramos Otero,Kareem Omar Morgan,Thomas Graham,Tymar Crawford,Johnny W. Dellinger,Shawn Toney,Anthony James Gonzales,Sean Rambert,Grayson Schuessler,Darrell Allen,Dennis Edwards,Frankie Feliciano,Logan O. Johnsrud,Willem Van Spronsen,Derek Antonio-Sanchez,Brian H. Benfield,Jamahl Smith,Blige Sean Christopher Cypress,Onaje Dickinson,Dijon D. Watkins,Ashanti Pinkney,Michael Anthony Brand,Jose Javier Gonzalez,Daryl Johannesson,Brandon Ray Stansel,Kelly Danielle Brumley,Stephen Murray,Mark Anson Schoggins,Roderick Wilson,Patrick Martinez,Leo Brooks,Makeyvion Devonte Cannon,Witney Rivera,Jeffrey Bodie,Elisha Lucero,Hashim Jibiri Wilson,Shawan F. Allen,John David Brown,James Manzo,Omari Thompson,Joshua Vigil,Josef Delon Richardson,Alphonso Zaporta,Todd Messner,Donald Williams Allamong,Adalberto Wolmar Rodriguez,Lane Christopher Martin,Donald Lee Joseph,Jose Baca-Olivares,Troy Petersen,Mauris Nishanga DeSilva,Jamaal Simpson,Margarita Victoria Brooks,Eric Toon,Lenny Blaine Griffin,Mario Benjamin,Deshon Downing,De'Von Bailey,Oscar Ventura-Gonzalez,Cortney Ronald Staley,Connor Betts,Robert Clay Wilsford,Riche Antonio Santiago,James Lee Kirkwood,Marvin Alexis Urbina,Derrick Davidson,Kaizen Crossen,William Biggs,Allan George,Donald Babbit,Detravian Allison,Toussaint Diamon Sims,Jason Xavier Salas,Jose Mendez,Freddrick Andrews Hadden,Aaron Luther,Scott Souders,David Ingle,Jerry Orlando Weaver,Anthony Wayne French,Charles Roy Pearson,Cole Steele Jessup,Jovany Mercado-Bedolla,Rashad Cunningham,Uzzle Jerome,Mike Parsley,Schaston Theodore Lamarr Hodge,Roberto Rene Gabriel,Carlos Torres,Amari Malone,James Crowe,TK TK,Roger Schafer,Michael Tuck,Riley Eugene Peay,Chad Michael Breinholt,Larry Leonard Lowry,Dennis Carolino,Channara Tom Pheap,Raymond Lewis Williams,Keith Carter,Wallace Wilder,Tyrone Domingo Banks,Jeremy Connolly,Rene Enrique Ruiz,Terry Tillman,Seth Aaron Ator,Juan Carlos Macias,Robert Desjarlais,Sidney J. Holst,Steven Cole Gill,Tommy Luke Hranicky,Attillio Gilmartin,Eduard Alexis Lopez-Ucles,Terry Pierce,Fares J. Al-Samno,Cortez Shepherd,John Carras,Brian Quinones,Bennie Branch,Quentin Broadus,Kristopher Fitzpatrick,Hector Miranda,Bobby Ray Duckworth,Caleb Daniel Peterson,Tasjon Tyreek Osbourne,TK TK,Allen Cates,Alvaro Duran Venegas,Robert E. Domine,Nicholas Walker,Melvin Watkins,Jose Orona,James Hilton Glaze,Brian Dryer,Ronald Davis,Eric Carter,Jeffrey Michael Gibble,Kristopher Adams,Gay Ellen Plack,Brian Rodden,Gregory Edwards,Scott Gabriel Spangler,Gabriel Rouse,Willie Hudson,Shawn Stevens,Jordan Michael Griffin,Adam Paul English,Scott Johnson,Jeffrey Peterson,Anderson Antelope,TK TK,Raymond Hernandez,Jeffery Tyler Aycock,Haywood Cannon,Daryl Strickland,Kevin Dudenhefer,Leonard Shand,Chad Willis Huggins,Jamaal Ramone Taylor,David Page,Antonio Williams,Angela Louise Perkins,Dewayne Morgan,Anthony Watkins,Raphael Michael Torres,Jack Thomas Naylor,Roy Tucker,Joseph Jesk,Christopher G. Louras,Michael John,Bruce William Clark,Christopher Massey,Antonio Vasquez,Maurice Holley,Joshua Chase Conner,Bobby Lee Vaughn,Crederick Joseph,Joseph Cimino,Zachary Aldrige Hall,Leo Craig,Michael Uccello,Norbert Beyet,Sayven Lane Rowland,Atatiana Jefferson,Sawandi Asad Toussaint,Fernando Mora,Levy Isacc Madueno Santibanez,Emilio Mojica,Jose Eduardo Flores,Christopher Whitfield,Victor Jarvis,Bonny Thomas,Dennis Patrick,Cameron Ely,Nasheem Prioleau,David James Bamber,Akinyia Malik Jerome Gray,Chase Andrew Austin,Lazzeri James Frazier,Allan Feliz,Marcus Hartsfield,Christopher DeQuan Crosby,Cameron Bennett,Malachi Crane,Charles Tsakiris,McLemore Ronald,Terry Countryman,Steven Day,Amber Lea Dewitt,Joseph Bernhard-Williams Kisar,Jason Livegood,Claudia Nadia Rodriguez,Jordan Wade Waldrop,Matthew Wayne Sutton,Victor Hernandez,Vincent Michael Smith,Delfon Kinney,Michael Babcock,Shannon Gail Rupert,Anthony John Michael Zapier,Clayton Andrews,Kwesi Ashun,Nan Zhao,Clayton Andrews,Johnathan Wayne Slattery,Dean Thomas,Luis Arreguin-Lara,Earnest Easterling,Dana Sherrod Fletcher,Arturo Moreno,Terry W. Chanley,John Feggins,Michael Pinkerman,Billy Kongphouthakhoun,Ricardo Myers,Danny James Hall,Francis Calonge,Edward Roe,Benjamin Diaz,Anthony Pena,Luis Morales-Camacho,Luis Fino Nabarrette,Benjamin Diaz,John Hale,Michael Kifer,Curtis French,Michael Austin,Matthew Rasmussen,Daniel M. Munoz,Nash Fiske,Maurice Brown,Jay P. Messer,Michael Lee Nguyen,Christopher Alan Noe,Eddie Ray Maxwell,Corben Hunter Jones,Raul Casas Campo,Treva Smutherman,Guy Thomas Barnard,Shelby Gazaway,Gerald Newton Allen,Christopher Mills,Ray Correll,Ryan D. Hemmingson,Daniel Thomas Childers,John Luce,Tammy Pierce,Sidney Alexis Renew,Justin Anderson,Michael Kahalehoe,Roy McAllister,Chris Ervie,Omar Enrique Garcia,Kennith Waynon Hooker,Michael  A. Jolly,Treon McCoy,Mark Sheppard,Garrett Ryberg,Robert Sikon,Dante Redmond Jones,Cody McClintick,Joel Avery,Alex Flores,Jacob Cato,Luis A. Cardona,Christopher Terrell Willis,Raul Antonio Menjivar Saabedra,Paul Cheek,William Harris,Kenneth Simeus,Jessica Ann Beedles,Anthony Chilcott,Lance Edward Smith,Ariane Lamont McCree,Estevon Cruz,Steven Forrest Saucier,Nathaniel Pinnock,Jason Quincey Niccum,Eric Sopp,Hollis Lewis,Micduff Lamarco Robinson,Jeremy Pelican,Derrick Everett,Nicholas Cantelmi,Raymond Lee,Kenneth Layton,Keith Alan Bruce,TK TK,Eliborio Rodriguez,Anthony Rosso,Jimmie Phillips,Donald James Eversen,Yemerson Melendez,Steven Kerr,Jordan Oliver,Jerric Harris,Dai Phuoc Nguyen,Michael Dean,Neil Chiago,Thomas Cole Thompson,Cameron Lamb,Miguel Russo,Alvern Donnell Walker,Demetrius Williams,Lamar Alexander,Ronnie Jerome Hill,Chad James Green,Hunter Steven James Lowry,Dominick Matt,London T. Phillips,Mark Richard Coleman,Koben S. Henriksen,Antonio Nichols,Robert Allen Elfgen,Mauro Carrillo,Kreed Cornell Bateman,Montay Steven Penning,Francine Graham,David N. Anderson,Terrence Edward White,Daniel E. Condon,Delos P. Lowe,Matthew Jonathan Krupar,Cortez Bufford,Cade Humphrey,Taveonte Art Emmanuel,Bradley Cutchens,Anthony Tovar,Romello Barnes,Jamee Christopher Deonte Johnson,Victor A. Parsons,Louis Patrick Veal,Alejandro Betancourt-Mendoza,Kean Walker,Chiasher Fong Vue,Mohammad Jamal Isaifan,Mario Alberto Torres,Dustin Spencer,Jorge Serrano,Bernie Rascon,Kyle Horton,Clyde Jacob Sullivan,Ricky Lee Gardipee,Dana Brown,Gary Wayne Madewell,Christopher Gray,Jason Elliot Waterhouse,Kentrey Marquis Witherspoon,Jayson Arron Colvin,Emanuel Johnson,John Resetar,Steven DeWayne Haizlip,Mohamed Ahemed Al-Hashemi,Mark Stoddard,Marc Denver Thompson,Michael DeCastro,Brian Lee Mullen,Romir Talley,Kenneth Collins,Richard Ruiz,Austin Chase Swindle,Macario Hernandez,Harvey Cantrell,Elray Barber,Lori Jean Canada,Deangelo Rashad Martin,Antonio Smith,Juan Rosa,Christopher Camacho,John Lowell Dollen,Frederick Jeremy Atkin,Henry Kistler Berry,Albert Benjamin Simon,A.B. Carr,Heriberto Rodriguez,Troy Kirk,Craig Ellis See,Patrick Alden,Kelly Michael Stephens,Manuel Gonzales Verdugo,Kirklan Allen Conley,TK TK,Debra D. Arbuckle,Cody McCaulou,Eric M. Tellez,Frederick Perkins,Dedrick Thomas,Malik Williams,Terry Hudson,Michael Vincent Davis,Derrick A. Elseth,Gerardo Antonio Conchas-Bustas,Gabriel Strickland,Jeffery Dale Millsap,Jamari Daiwon Tarver,Troy Sullenger,Mariano Ocon,Michael Gregory,Tyree Davis,George Dison,Kwamae Jones,Brandon D. Roberts,Drew Nichols Wallas-Flores,Miciah Lee,Samuel Lanham,Troy Chase Caster,Xavier Jaime Rovie,Orlando Abeyta,Dallas Pearce,Daniel Duane Jensen,Dustin M. Eaton,Earl Facey,Cody Carnes,Claude Fain,Bernie Wade Johnson,Juan Ayon-Ruiz,Clando Anitok,Eric Reynolds,Henry Isaac Jones,Ryan O. Simms,Victor Valencia,Brad Stirewalt,Thomas Charles Snyder,Keenan McCain,Randy Glen Goodale,Eliezer Perez,Renard Antonio Daniels,Frank Cogar,Landwell Vance McCall,Aaron Phillips,Albert Lee Hughes,Jack Bolinger,Owen Barton,Murbarak Soulemane,Samuel David Mallard,Dustin Alexander Nealis,Edward Gendron,Miguel Mercado Segura,Jonathan David Messare,Dustin Furr,Anthony Langley,Reginald Leon Boston,Rory Behling,Miguel Mercado Segura,Darius J. Tarver,Sok Chin Son,Jon Phillip Bryant,Armando Moreno Garcia,Adam Ray Hernandez,Deandre Lee Seaborough-Patterson,James Lewis Mathis,Gage Scott Southard,Marquis Golden,Andrew Smyrna,Michael Rivera,Scott Joseph Weber,Toby Diller,Rebecca Angel Alexander,D'ovion Semaj Perkins,Joshua James Brown,Kevin Alan Smallman,William Howard Green,Aaron T. Booker,John Francis Tippett,Joshua Greenleaf,Robert Cocio,Jonathan Bentley,Jaquyn Oneill Light,Clint Stevens,Justin Leman,Abdirahman Salad,Keith Dutree Collins,Leonard Parker,Vincent Conti,Ronnell Mouzon,Alvin Cole,Jason Gora,Marc Dominic Neal,Darius Tarver,Shawn Michael Taylor,Dominique Antwon Anderson,Thomas Barbosa,Daniel Murillo,Gaston A. Nava-Saucedo,Sean Patrick Constance,Juston Root,Michael Collins,Douglas Harold Hart,Gordon Whitaker,Zane Blaisdell,Jeremy Grayson,Michael Leatherwood,Bobby Gibbs,Jeremy Todd Baham,Thomas Ray Chamblee,Hans Alejandro Huitz,Michael Marullo,Dakota Lee Chlarson,Brian Francis Filion,Aaron Marcos Valdez,William Bluestone,Timothy Leroy Harrington,David Kent Heeke,Christopher Gutierrez,Timothy Leroy Harrington,Daelyn Polu,Thomas Murray,Kerry Michael Bounsom,Rudy Arenas,Brandon Lewis,Travis Mullins,Jeremy Dewey,Kevin Adolphe,Alex Francisco Vazquez,Joseph Jewell,John Daniel Dixon,Manuel Arebalo,Rodrigo Ivan Aguirre,Lucas Alvarado,Print Zutavern,Stephen O'Brien,Kenneth Sashington,Dylan Olmeda,Justin Lee Stackhouse,Ramiro Carrasco,James Thomson,Kent Richard Kruger,Joshua David Hernandez Lord,Dorgel Cisnero-Mesa,Jose L. Rivera,Anthony Taylor,Richard Rodriguez,Stephen Douris,Joshua Russell,Raymundo Aaron Ceja,Ian Austin Wilson,Terry Cagle,Ryan Bass,Christopher Palmer,Gene Beasley,Ajay Kamil Ayseli,Elijah Jamaal Brewer,Tyler M. Jones,Barry Gedeus,Jerry Gaghins,Kenneth Mullins,Gary Brown,Lawson Edward Schaber,Desiree Nicole Garza,Brian Marksberry,Keith P. Haux,Aaron Tolen,Jennifer Taylor,Jesus Bonito Garcia,Pablo Elias,Joshua Christopher Noles,Mary Kate Field,Breonna Taylor,Duncan Socrates Lemp,Donnie Sanders,Jorge Martinez,Marc Morgan,Rosario Angel Alvarado,Dung Nguyen,Christopher Mullins,Jeremiah Medina,Justin Griggs,Chase Brooks,Jesse Cadillo,Michael Brandon Potter,Catherine Gomez,Douglas J. Foster,Dakota Yancey,Darwin Foy,Juanito Ovalle,Dakota Wayne Yancey,Charity Thorne,William Simpkins,Harold Spencer,Steven Alire,Lebarron Ballard,Kyle Anthony Eichler,Charles Parker,Larry Millraney,Mycael Johnson,Kamaal Koby Edwards,Alvin Lamont Baum,Carlos Delgado,Charles Edward Marsh,Michael Wallace,Kathryn R. Hale,Christopher Joel Mock,Maurico Hernandez,Matthew Moore,Glenn A. White,Deanna Marie Owsianiak,John Mark Hendrick,Robert Harman Sword,Tyrell Fincher,Shane Farwell,Jacob  Emry Mcilveen,Etonne Tanzymore,Jessie Stringfield,Anthony Eduardo Pacheco,Valente Acosta-Bustillos,Shane Tilman Kent,Austin Hines,Nathan R. Hodge,David A. Xanatos,Jose Moreno,Joseph Zahaczewski,Jose Soto,Carl Manning,Michael Leon Hammett,Philip Castonguay,Richard Lee Kampstra,Kelvin Parks,Yamil Acevedo,Idris Abdus-Salaam,Joshua Bacco,Jacob Matthew Dau,Derek T. Swanson,Dewayne Curtis Lafond,Rick Howell,Joshua Dariandre Ruffin,Zyon Romeir Wyche,Kenneth Jeremy Blair,Zachary Shane Gifford,Matt Goff,Giuseppe Particianone,Jonathan Lee Adams,Leah Baker,Errol Bolin,Justin Silvernale,Javier Vidal,Thomas A. Powell,Leslie Flynn,Randy Ashland,Goldie Bellinger,Juan Ayon-Barraza,Salvatore Friscia,Jasman Washington,Derick L. Powe,Marcus Eugene Epps,Steven Taylor,Austin Dean Heights,Mason Workman,Virgill Thrope,Chase Rosa,Nicholas Chavin,Elmer L. Mack,Luan Agolli,Michael Ramos,Brandan Reid Nylander,Reed Rickabaugh,Farron Morris Hammond,De Quang Tran,Robert Musser,William E. Abbe,Jesus Caballero,Artemio Mondragon Alfaro,Malcolm Xavier Ray Williams,Timothy Alan Gilbert,William Debose,Nicholas Bils,Shaun Lee Fuhr,Brent Martin,Said Joquin,Michael Ferguson,Kortney Shawn Price,Michael Faries,Filipe Periera,Armando Salvatierra,Chad Adams,Phillip Michael Carney,Demontre Bruner,Qavon Webb,Sandra Lee Harmon,William Shimp,Justin Charland,Jah'Sean Iandie Hodge,Alfredo Delarosa,Dreasjon Reed,James Joseph James,TK TK,Ruben Escarrega,James Pease,McHale Rose,Daniel Gomez,Adrian Medearis,Edgar Melgar,Finan H. Berhe,Yassin Mohamed,Darrin Jon Patterson,Jonathan Carter,David Urrea,Gregory Howe,David Tylek Atkinson,David Tylek Atkinson,Rayshard Scales,Robert Tincher,Donny Leek,Robert Avila,Hunter Carlstrom,Robert Johnson,Wallace Dean Staples,Randy Roszell Lewis,Juan M. Montalvo,Bernard Ledlow,Robert Wayne Lawson,Jacob Bubb,Levi Morse,Wilbon Cleveland Woodard,Tyler Hays,Tobby Wiggins,Ryan Whitaker,Willie Lee Quarles,Bernardo Palacios-Carbajal,Maurice S. Gordon,Joe Louis Castillanos,Dion Johnson,Jason Jesse Gallegos,John Alvarado,Tracy Drowne,Robert Avitia,Tony McDade,Joshua Blessed,Rommel Mendoza,Modesto Reyes,Steven Edward Ferguson,Heba Momtaz Al-Azhari,TK TK,TK TK,Momodou Lamin Sisay,Jarvis Sullivan,Derrick Thompson,Israel Berry,David McAtee,Jorge Gomez,Ryan Emblem Moore,Tyquarn Graves,Mary Lawrence,Gregory W. Hallback,Eric A. Galvan,Scott Anderson Hutton,Kamal Flowers,Erik Salgado,