import pandas as pd
df = pd.read_csv('V1_with_statements.csv')
declined = df['Last Statement Text'].tolist()
len(declined)
566
'declined' in declined
False
found = df[df['Last Statement Text'].str.contains('offender declined', na=False)]
print(found.count())
Unnamed: 0 107 Execution 107 Offender Information 107 Last Statement 107 Last Name 107 First Name 107 TDCJNumber 107 Age 107 Date 107 Race 107 County 107 Last Statement Text 107 dtype: int64
found = df[df['Last Statement Text'].str.contains('no link', na=False)]
print(found.count())
Unnamed: 0 4 Execution 4 Offender Information 4 Last Statement 0 Last Name 4 First Name 4 TDCJNumber 4 Age 4 Date 4 Race 4 County 4 Last Statement Text 4 dtype: int64
found = df[df['Last Statement Text'].str.contains('This ', na=False)]
print(found.count())
Unnamed: 0 136 Execution 136 Offender Information 136 Last Statement 136 Last Name 136 First Name 136 TDCJNumber 136 Age 136 Date 136 Race 136 County 136 Last Statement Text 136 dtype: int64
import pandas as pd
df = pd.read_csv('V2_final_statements.csv')
df
Unnamed: 0 | Execution | Offender Information | Last Statement | Last Name | First Name | TDCJNumber | Age | Date | Race | County | Last Statement Text | Offender Info | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 566 | dr_info/halljusten.html | dr_info/halljustenlast.html | Hall | Justen | 999497 | 38 | 11/6/2019 | White | El Paso | Yeah, I want to address the Roundtree family ... | {'Name': 'Hall, Justen Grant', 'TDCJ Number': ... |
1 | 2 | 565 | dr_info/sparksrobert.html | dr_info/sparksrobertlast.html | Sparks | Robert | 999542 | 45 | 9/25/2019 | Black | Dallas | Umm, Pamela can you hear me Stephanie, Hardy,... | {'Name': 'Sparks, Robert', 'TDCJ Number': '999... |
2 | 3 | 564 | dr_info/solizmarkanthony.html | dr_info/solizmarkanthonylast.html | Soliz | Mark | 999571 | 37 | 9/10/2019 | Hispanic | Johnson | It’s 6:09 on September 10th, Kayla and David,... | {'Name': 'Soliz, Mark Anthony', 'TDCJ Number':... |
3 | 4 | 563 | dr_info/crutsingerbilly.html | dr_info/crutsingerbillylast.html | Crutsinger | Billy | 999459 | 64 | 9/4/2019 | White | Tarrant | Hi ladies I wanted to tell ya’ll how much I l... | {'Name': 'Crutsinger, Billy Jack', 'TDCJ Numbe... |
4 | 5 | 562 | dr_info/swearingenlarry.html | dr_info/swearingenlarrylast.html | Swearingen | Larry | 999361 | 48 | 8/21/2019 | White | Montgomery | Lord forgive them. They don’t know what they ... | {'Name': 'Larry Ray Swearingen', 'TDCJ Number'... |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
561 | 562 | 5 | dr_info/skillerndoyle.jpg | dr_info/skillerndoylelast.html | Skillern | Doyle | 518 | 49 | 01/16/1985 | White | Lubbock | I pray that my family will rejoice and will fo... | {} |
562 | 563 | 4 | dr_info/barefootthomas.jpg | dr_info/barefootthomaslast.html | Barefoot | Thomas | 621 | 39 | 10/30/1984 | White | Bell | When asked if he had a last statement, he rep... | {} |
563 | 564 | 3 | dr_info/obryanronald.jpg | dr_info/obryanronaldlast.html | O'Bryan | Ronald | 529 | 39 | 03/31/1984 | White | Harris | What is about to transpire in a few moments is... | {} |
564 | 565 | 2 | dr_info/autryjames.html | dr_info/no_last_statement.html | Autry | James | 670 | 29 | 03/14/1984 | White | Jefferson | This offender declined to make a last statemen... | {'Name': 'Autry, James David', 'TDCJ Number': ... |
565 | 566 | 1 | dr_info/brookscharlie.html | dr_info/brookscharlielast.html | Brooks, Jr. | Charlie | 592 | 40 | 12/07/1982 | Black | Tarrant | Statement to the Media: I, at this very moment... | {'Photo not available': 'Name', 'TDCJ Number':... |
566 rows × 13 columns
jpgs = df[df['Offender Information'].str.contains('.jpg', na=False)]
jpgs
Unnamed: 0 | Execution | Offender Information | Last Statement | Last Name | First Name | TDCJNumber | Age | Date | Race | County | Last Statement Text | Offender Info | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6 | 7 | 560 | dr_info/_coble.jpg | dr_info/coblebillielast.html | Coble | Billie | 976 | 70 | 2/28/2019 | White | McLennan | Yes Sir, that will be five Dollars I love you,... | {} |
7 | 8 | 559 | dr_info/jenningsrobert.jpg | dr_info/jenningsrobertlast.html | Jennings | Robert | 956 | 61 | 1/30/2019 | Black | Harris | To my friends and family it was a nice journey... | {} |
10 | 11 | 556 | dr_info/_ramos.jpg | dr_info/ramosrobertlast.html | Ramos | Robert | 999062 | 64 | 11/14/2018 | Hispanic | Hidalgo | I am very thankful for all the hard work the M... | {} |
24 | 25 | 542 | dr_info/bigbyjames.jpg | dr_info/bigbyjameslast.html | Bigby | James | 997 | 61 | 3/14/2017 | White | Tarrant | Yes, I do, Grace Kehler is that you? I have gi... | {} |
25 | 26 | 541 | dr_info/ruizroland.jpg | dr_info/ruizrolandolast.html | Ruiz | Rolando | 999145 | 44 | 3/07/2017 | Hispanic | Bexar | “Yes sir, I would first like to say to the San... | {} |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
559 | 560 | 7 | dr_info/delarosajesse.jpg | dr_info/no_last_statement.html | De La Rosa | Jesse | 713 | 24 | 05/15/1985 | Hispanic | Bexar | This offender declined to make a last statemen... | {} |
560 | 561 | 6 | dr_info/morinstephen.jpg | dr_info/morinstephenlast.html | Morin | Stephen | 712 | 34 | 03/13/1985 | White | Jefferson | Heavenly Father, I give thanks for this time, ... | {} |
561 | 562 | 5 | dr_info/skillerndoyle.jpg | dr_info/skillerndoylelast.html | Skillern | Doyle | 518 | 49 | 01/16/1985 | White | Lubbock | I pray that my family will rejoice and will fo... | {} |
562 | 563 | 4 | dr_info/barefootthomas.jpg | dr_info/barefootthomaslast.html | Barefoot | Thomas | 621 | 39 | 10/30/1984 | White | Bell | When asked if he had a last statement, he rep... | {} |
563 | 564 | 3 | dr_info/obryanronald.jpg | dr_info/obryanronaldlast.html | O'Bryan | Ronald | 529 | 39 | 03/31/1984 | White | Harris | What is about to transpire in a few moments is... | {} |
380 rows × 13 columns
def get_photo_data(url, id_num, fn, ln):
filename = 'img_text_'+str(id_num)+ '_' + fn + '_' + ln + '.txt'
print(url, filename)
new_df = jpgs.apply(lambda x: get_photo_data(x['Offender Information'], x['TDCJNumber'], x['First Name'], x['Last Name']), axis=1)
dr_info/_coble.jpg img_text_976_Billie_Coble dr_info/jenningsrobert.jpg img_text_956_Robert_Jennings dr_info/_ramos.jpg img_text_999062_Robert_Ramos dr_info/bigbyjames.jpg img_text_997_James_Bigby dr_info/ruizroland.jpg img_text_999145_Rolando_Ruiz dr_info/garciagustavo.jpg img_text_999018_Gustavo_Garcia dr_info/bowerlester.jpg img_text_764_Lester_Bower dr_info/prietoarnold.jpg img_text_999149_Arnold_Prieto dr_info/trottiewillie.jpg img_text_999085_Willie_Trottie dr_info/tamayoedgar.jpg img_text_999130_Edgar_Tamayo dr_info/mccoskeyjamie.jpg img_text_999053_Jamie_McCoskey dr_info/bluecarl.jpg img_text_999151_Carl_Blue dr_info/hughesprestoni.jpg img_text_939_Preston_Hughes dr_info/hinesbobby.jpg img_text_999025_Bobby_Hines dr_info/wilsonmarvin.jpg img_text_999098_Marvin_Wilson dr_info/lealhumberto.jpg img_text_999162_Humberto_Leal dr_info/bradfordgayland.jpg img_text_966_Gayland_Bradford dr_info/cantup.jpg img_text_999093_Peter_Cantu dr_info/powelldavid.jpg img_text_612_David_Powell dr_info/jonesgeorgealarick.jpg img_text_999147_George_Jones dr_info/albajohn.jpg img_text_999027_John_Alba dr_info/johnsongary.jpg img_text_911_Gary_Johnson dr_info/moodystephen.jpg img_text_999076_Stephen_Moody dr_info/rileymichael.jpg img_text_851_Michael_Riley dr_info/morriskenneth.jpg img_text_999117_Kenneth_Morris dr_info/pondexterwillie.jpg img_text_999111_Willie_Pondexter dr_info/johnsonjohnny.jpg img_text_999197_Johnny_Johnson dr_info/martinezdavid.jpg img_text_999173_David_Martinez dr_info/moorefrank.jpg img_text_999210_Frank_Moore dr_info/whitakergeorge.jpg img_text_999196_George_Whitaker, III dr_info/taylorelkie.jpg img_text_999112_Elkie_Taylor dr_info/nennoeric.jpg img_text_999188_Eric_Nenno dr_info/kellyalvin.jpg img_text_999012_Alvin_Kelly dr_info/medellinjose.jpg img_text_999134_Jose_Medellin dr_info/sonnierderrick.jpg img_text_999054_Derrick_Sonnier dr_info/richardsmichael.jpg img_text_890_Michael_Richard dr_info/amadorjohn.jpg img_text_999160_John_Amador dr_info/mosleydaroyce.jpg img_text_999171_Daroyce_Mosley dr_info/johnsonlonnie.jpg img_text_999135_Lonnie_Johnson dr_info/knightpatrick.jpg img_text_999072_Patrick_Knight dr_info/rodrigezlionell.jpg img_text_999002_Lionell_Rodriguez dr_info/griffithmichael.jpg img_text_999176_Michael_Griffith dr_info/smithcharles.jpg img_text_953_Charles_Smith dr_info/pippenroy.jpg img_text_999170_Roy_Pippin dr_info/nicholsjoseph.jpg img_text_709_Joseph_Nichols dr_info/millerdonald.jpg img_text_728_Donald_Miller dr_info/moorejohnathan.jpg img_text_999216_Jonathan_Moore dr_info/shannonwillie.jpg img_text_999086_Willie_Shannon dr_info/jacksondonell.jpg img_text_999206_Donell_Jackson dr_info/summersgregory.jpg img_text_999010_Gregory_Summers dr_info/matchettfarley.jpg img_text_999060_Farley_Matchett dr_info/andersonrobert.jpg img_text_999084_Robert_Anderson dr_info/brownmauriceo.jpg img_text_999234_Mauriceo_Brown dr_info/obrienderrick.jpg img_text_999131_Derrick_O'Brien dr_info/titsworthtimothy.jpg img_text_999078_Timothy_Titsworth dr_info/aguilarjesus.jpg img_text_999191_Jesus_Aguilar dr_info/wilsonjackie.jpg img_text_957_Jackie_Wilson dr_info/kincykevin.jpg img_text_999179_Kevin_Kincy dr_info/smithclyde.jpg img_text_999088_Clyde_Smith, Jr. dr_info/elizaldejaime.jpg img_text_999230_Jaime_Elizalde, Jr. dr_info/dudleymarion.jpg img_text_999136_Marion_Dudley dr_info/thomasshannon.jpg img_text_999213_Shannon_Thomas dr_info/thackercharles.jpg img_text_999103_Charles_Thacker dr_info/howardronald.jpg img_text_999069_Ronald_Howard dr_info/newtonfrancis.jpg img_text_922_Francis_Newton dr_info/shieldsrobert.jpg img_text_999166_Robert_Shields dr_info/sterlinggary.jpg img_text_931_Gary_Sterling dr_info/cartwrightrichard.jpg img_text_999224_Richard_Cartwright dr_info/wolfebryan.jpg img_text_999079_Bryan_Wolfe dr_info/robertsdouglas.jpg img_text_999218_Douglas_Roberts dr_info/hoppergeorge.jpg img_text_999037_George_Hopper dr_info/bagwelldennis.jpg img_text_999209_Dennis_Bagwell dr_info/kunkletroy.jpg img_text_784_Troy_Kunkle dr_info/fuentesanthony.jpg img_text_999215_Anthony_Fuentes dr_info/mccullumdemarco.jpg img_text_999180_Demarco_McCullum dr_info/morrislorenzo.jpg img_text_999038_Lorenzo_Morris dr_info/greendominique.jpg img_text_999068_Dominique_Green dr_info/morrowricky.jpg img_text_753_Ricky_Morrow dr_info/aldrichdonald.jpg img_text_999113_Donald_Aldrich dr_info/minielpeter.jpg img_text_920_Peter_Miniel dr_info/greenedward.jpg img_text_999073_Edward_Green dr_info/floresandrew.jpg img_text_999100_Andrew_Flores dr_info/allridgejames.jpg img_text_870_James_Allridge, III dr_info/busbyjasen.jpg img_text_999201_Jasen_Busby dr_info/harrisdavid.jpg img_text_827_David_Harris dr_info/pattersonkelsey.jpg img_text_999065_Kelsey_Patterson dr_info/willinghamcameron.jpg img_text_999041_Cameron_Willingham dr_info/hopkinsbobby.jpg img_text_999101_Bobby_Hopkins dr_info/lagroneedward.jpg img_text_999083_Edward_Lagrone dr_info/vickersbilly.jpg img_text_999087_Billy_Vickers dr_info/zimmermankevin.jpg img_text_977_Kevin_Zimmerman dr_info/brucekenneth.jpg img_text_999023_Kenneth_Bruce dr_info/murphyivan.jpg img_text_989_Ivan_Murphy dr_info/duncanrichard.jpg img_text_999153_Richard_Duncan dr_info/henryrobert.jpg img_text_999129_Robert_Henry dr_info/janeckaallen.jpg img_text_684_Allen_Janecka dr_info/ransomcedric.jpg img_text_999050_Cedric_Ransom dr_info/crawfordhilton.jpg img_text_999200_Hilton_Crawford dr_info/johnsonkia.jpg img_text_999139_Kia_Johnson dr_info/jacobsbruce.jpg img_text_876_Bruce_Jacobs dr_info/vaughnroger.jpg img_text_999029_Roger_Vaughn dr_info/chavezjohn.jpg img_text_999186_John_Chavez dr_info/colburnjames.jpg img_text_999169_James_Colburn dr_info/cookbobby.jpg img_text_999094_Bobby_Cook dr_info/dunnhenry.jpg img_text_999165_Henry_Dunn, Jr. dr_info/elliottjohn.jpg img_text_861_John_Elliott dr_info/riddlegranville.jpg img_text_965_Granville_Riddle dr_info/dinkinsrichard.jpg img_text_999022_Richard_Dinkins dr_info/curryalva.jpg img_text_999080_Alva_Curry dr_info/lookingbillrobert.jpg img_text_990_Robert_Lookingbill dr_info/gallamoresamuel.jpg img_text_999090_Samuel_Gallamore dr_info/collierjames.jpg img_text_999190_James_Collier dr_info/rojasleonard.jpg img_text_999194_Leonard_Rojas dr_info/chappellwilliam.jpg img_text_960_William_Chappell dr_info/ogancraig.jpg img_text_979_Craig_Ogan dr_info/powelljames.jpg img_text_999001_James_Powell dr_info/kingcalvin.jpg img_text_999152_Calvin_King dr_info/maysrex.jpg img_text_999172_Rex_Mays dr_info/shamburgerron.jpg img_text_999167_Ron_Shamburger dr_info/patrickjessie.jpg img_text_975_Jessie_Patrick dr_info/walkertony.jpg img_text_999082_Tony_Walker dr_info/pattersontoronto.jpg img_text_999178_Toronto_Patterson dr_info/etheridgegary.jpg img_text_986_Gary_Etheridge dr_info/medinajavier.jpg img_text_944_Javier_Medina dr_info/jonestj.jpg img_text_999133_T.J._Jones dr_info/kutznerrichard.jpg img_text_999227_Richard_Kutzner dr_info/williamsjeffrey.jpg img_text_999154_Jeffrey_Williams dr_info/coulsonrobert.jpg img_text_999115_Robert_Coulson dr_info/reneaudaniel.jpg img_text_999223_Daniel_Reneau dr_info/bakerstanley.jpg img_text_999157_Stanley_Baker, Jr. dr_info/beazleynapolean.jpg img_text_999141_Napoleon_Beazley dr_info/martinezjohnny.jpg img_text_999089_Johnny_Martinez dr_info/styronronford.jpg img_text_999124_Ronford_Styron dr_info/reevesreginald.jpg img_text_999119_Reginald_Reeves dr_info/hernandezrodolfo.jpg img_text_807_Rodolfo_Hernandez dr_info/caseygerald.jpg img_text_999013_Gerald_Casey dr_info/burnswilliam.jpg img_text_692_William_Burns dr_info/tignergerald.jpg img_text_999099_Gerald_Tigner dr_info/delkmonty.jpg img_text_900_Monty_Delk dr_info/hafdahlrandall.jpg img_text_826_Randall_Hafdahl, Sr. dr_info/brousardwindell.jpg img_text_999064_Windell_Broussard dr_info/arnoldjermarr.jpg img_text_987_Jermarr_Arnold dr_info/mooremichael.jpg img_text_999126_Michael_Moore dr_info/cooksvincent.jpg img_text_927_Vincent_Cooks dr_info/ruddemerson.jpg img_text_936_Emerson_Rudd dr_info/tuckerjefferey.jpg img_text_952_Jeffery_Tucker dr_info/mitchellgerald.jpg img_text_838_Gerald_Mitchell dr_info/knoxroy.jpg img_text_823_James_Knox dr_info/doughtiejeffery.jpg img_text_999106_Jeffery_Doughtie dr_info/hillmack.jpg img_text_961_Mack_Hill dr_info/wilkensjames.jpg img_text_897_James_Wilkens dr_info/richardsonmiguel.jpg img_text_691_Miguel_Richardson dr_info/wheatjohn.jpg img_text_999222_John_Wheat dr_info/goffdavid.jpg img_text_999015_David_Goff dr_info/masseyjason.jpg img_text_999121_Jason_Massey dr_info/dowthittdennis.jpg img_text_999047_Dennis_Dowthitt dr_info/hernadezadolph.jpg img_text_978_Adolph_Hernandez dr_info/alexandercaruthers.jpg img_text_704_Caruthers_Alexander dr_info/goodwinalvin.jpg img_text_879_Alvin_Goodwin dr_info/clarkjack.jpg img_text_994_Jack_Clark dr_info/jonesclaude.jpg img_text_980_Claude_Jones dr_info/hittledaniel.jpg img_text_981_Daniel_Hittle dr_info/millergarry.jpg img_text_947_Garry_Miller dr_info/chamberstony.jpg img_text_999009_Tony_Chambers dr_info/lawtonstacey.jpg img_text_999066_Stacey_Lawton dr_info/dillinghamjeffery.jpg img_text_999071_Jeffery_Dillingham dr_info/mcginnricky.jpg img_text_999150_Ricky_McGinn dr_info/caldwelljeffrey.jpg img_text_938_Jeffery_Caldwell dr_info/gibbsdavid.jpg img_text_825_David_Gibbs dr_info/jonesrichard.jpg img_text_882_Richard_Jones dr_info/satterwhitejohn.jpg img_text_651_John_Satterwhite dr_info/cruzoliver.jpg img_text_954_Oliver_Cruz dr_info/robersonbrian.jpg img_text_886_Brian_Roberson dr_info/soriajuan.jpg img_text_837_Juan_Soria dr_info/joinerorien.jpg img_text_902_Orien_Joiner dr_info/sanmigueljessy.jpg img_text_999008_Jessy_San Miguel dr_info/grahamgary.jpg img_text_696_Gary_Graham dr_info/nunciopaul.jpg img_text_999158_Paul_Nuncio dr_info/burksjohn.jpg img_text_949_John_Burks dr_info/masonthomas.jpg img_text_999035_Thomas_Mason dr_info/carterrobertearl.jpg img_text_999091_Robert_Carter dr_info/claytonjames.jpg img_text_921_James_Clayton dr_info/fosterrichard.jpg img_text_815_Richard_Foster dr_info/richardsonjames.jpg img_text_867_James_Richardson dr_info/mcbridemichael.jpg img_text_903_Michael_McBride dr_info/kitchenswilliam.jpg img_text_840_William_Kitchens dr_info/jacksontommy.jpg img_text_821_Tommy_Jackson dr_info/gribbletimothy.jpg img_text_929_Timothy_Gribble dr_info/wilkersonponchai.jpg img_text_999011_Ponchai_Wilkerson dr_info/barnesodell.jpg img_text_998_Odell_Barnes, Jr. dr_info/beetsbetty.jpg img_text_810_Betty_Beets dr_info/gosscornelius.jpg img_text_912_Cornelius_Goss dr_info/morelandjames.jpg img_text_741_James_Moreland dr_info/mcginnisglen.jpg img_text_999039_Glen_McGinnis dr_info/robisonlarry.jpg img_text_748_Larry_Robison dr_info/hicksdavid.jpg img_text_930_David_Hicks dr_info/goodmanspencer.jpg img_text_999031_Spencer_Goodman dr_info/heiselbetzearl.jpg img_text_999014_Earl_Heiselbetz, Jr. dr_info/feldersammie.jpg img_text_550_Sammie_Felder, Jr. dr_info/atworthrobert.jpg img_text_999199_Robert_Atworth dr_info/beathardjames.jpg img_text_785_James_Beathard dr_info/longdavid.jpg img_text_862_David_Long dr_info/gutierrezjose.jpg img_text_970_Jose_Gutierrez dr_info/lambjohn.jpg img_text_734_John_Lamb dr_info/jenningsdesmond.jpg img_text_999161_Desmond_Jennings dr_info/cantudomingo.jpg img_text_924_Domingo_Cantu, Jr. dr_info/mcfaddenjerry.jpg img_text_875_Jerry_McFadden dr_info/cranealvin.jpg img_text_888_Alvin_Crane dr_info/smithrichard.jpg img_text_999116_Richard_Smith dr_info/daviswilliam.jpg img_text_614_William_Davis dr_info/barneswillis.jpg img_text_935_Willis_Barnes dr_info/_jonesrj.jpg img_text_959_Raymond_Jones dr_info/trevinojoe.jpg img_text_767_Joe_Trevino, Jr. dr_info/earhartjames.jpg img_text_905_James_Earhart dr_info/dunnkenneth.jpg img_text_675_Kenneth_Dunn dr_info/boydcharles.jpg img_text_891_Charles_Boyd dr_info/blackmonricky.jpg img_text_893_Ricky_Blackmon dr_info/fullertyrone.jpg img_text_934_Tyrone_Fuller dr_info/tuttlecharles.jpg img_text_999183_Charles_Tuttle dr_info/faulderjoseph.jpg img_text_580_Joseph_Faulder dr_info/littlewilliam.jpg img_text_788_William_Little dr_info/colemanclydell.jpg img_text_968_Clydell_Coleman dr_info/delacruzjose.jpg img_text_908_Jose_De La Cruz dr_info/whiteexcell.jpg img_text_511_Excell_White dr_info/rectorcharles.jpg img_text_721_Charles_Rector dr_info/greennorman.jpg img_text_805_Norman_Green dr_info/cantuandrew.jpg img_text_999_Andrew_Cantu dr_info/barberdanny.jpg img_text_673_Danny_Barber dr_info/cordovageorge.jpg img_text_706_George_Cordova dr_info/vegamartin.jpg img_text_932_Martin_Vega dr_info/farristroy.jpg img_text_831_Troy_Farris dr_info/moodyjohn.jpg img_text_933_John_Moody dr_info/meanesjames.jpg img_text_689_James_Meanes dr_info/emeryjeff.jpg img_text_830_Jeff_Emery dr_info/corwindaniel.jpg img_text_969_Daniel_Corwin dr_info/mcduffkenneth.jpg img_text_999055_Kenneth_McDuff dr_info/noblesjohnathan.jpg img_text_885_Jonathan_Nobles dr_info/cruzjavier.jpg img_text_999061_Javier_Cruz dr_info/castillodavid.jpg img_text_770_David_Castillo dr_info/teaguedelbert.jpg img_text_849_Delbert_Teague, Jr. dr_info/camachogenero.jpg img_text_972_Genaro_Camacho, Jr. dr_info/narvaizleopoldo.jpg img_text_923_Leopoldo_Narvaiz dr_info/pylesjohnny.jpg img_text_724_Johnny_Pyles dr_info/munizpedro.jpg img_text_575_Pedro_Muniz dr_info/carterrobertanthony.jpg img_text_708_Robert_Carter dr_info/mcfarlandfrank.jpg img_text_963_Frank_McFarland dr_info/goschlesley.jpg img_text_842_Lesley_Gosch dr_info/cannonjoseph.jpg img_text_634_Joseph_Cannon dr_info/hoguejerry.jpg img_text_660_Jerry_Hogue dr_info/renfrosteven.jpg img_text_999229_Steven_Renfro dr_info/tuckerkarla.jpg img_text_777_Karla_Tucker dr_info/lockhartmichael.jpg img_text_917_Michael_Lockhart dr_info/livingstoncharlie.jpg img_text_802_Charlie_Livingston dr_info/sharpmichael.jpg img_text_740_Michael_Sharp dr_info/fulleraaron.jpg img_text_964_Aaron_Fuller dr_info/lautiaua.jpg img_text_843_Aua_Lauti dr_info/ransomkenneth.jpg img_text_772_Kenneth_Ransom dr_info/greenricky.jpg img_text_984_Ricky_Green dr_info/adanandusdwight.jpg img_text_940_Dwight_Adanandus dr_info/cockrumjohn.jpg img_text_854_John_Cockrum dr_info/stonebenjamin.jpg img_text_999187_Benjamin_Stone dr_info/turnerjessel.jpg img_text_895_Jessel_Turner dr_info/davisjames.jpg img_text_786_James_Davis dr_info/westrobert.jpg img_text_731_Robert_West, Jr. dr_info/montoyairineo.jpg img_text_847_Irineo_Montoya dr_info/johnsoneddie.jpg img_text_898_Eddie_Johnson dr_info/stokerdavid.jpg img_text_892_David_Stoker dr_info/behringerearl.jpg img_text_914_Earl_Behringer dr_info/losadadavis.jpg img_text_798_Davis_Losada dr_info/johnsondorsie.jpg img_text_850_Dorsie_Johnson, Jr. dr_info/harriskenneth.jpg img_text_901_Kenneth_Harris dr_info/rogerspatrick.jpg img_text_816_Patrick_Rogers dr_info/maddenrobert.jpg img_text_822_Robert_Madden dr_info/whitelarry.jpg img_text_640_Larry_White dr_info/callinsbruce.jpg img_text_717_Bruce_Callins dr_info/lackeyclarence.jpg img_text_591_Clarence_Lackey dr_info/drinkardrichard.jpg img_text_846_Richard_Drinkard dr_info/belyeuclifton.jpg img_text_841_Clifton_Belyeu dr_info/westleyanthony.jpg img_text_797_Anthony_Westley dr_info/washingtonterry.jpg img_text_884_Terry_Washington dr_info/baldreeernest.jpg img_text_855_Ernest_Baldree dr_info/boylebenjamin.jpg img_text_853_Benjamin_Boyle dr_info/gentrykenneth.jpg img_text_760_Kenneth_Gentry dr_info/woodsbillyjoe.jpg img_text_552_Billy_Woods dr_info/spencedavid.jpg img_text_773_David_Spence dr_info/hermandavid.jpg img_text_999003_David_Herman dr_info/barefieldjohn.jpg img_text_844_John_Barefield dr_info/brimagerichard.jpg img_text_899_Richard_Brimage, Jr. dr_info/gonzalesjoe.jpg img_text_999177_Joe_Gonzales, Jr. dr_info/granvielkenneth.jpg img_text_533_Kenneth_Granviel dr_info/jenkinsleo.jpg img_text_967_Leo_Jenkins dr_info/briddlejames.jpg img_text_711_James_Briddle dr_info/bandaesequel.jpg img_text_863_Esequel_Banda dr_info/vuonghai.jpg img_text_904_Hai_Vuong dr_info/amosbernard.jpg img_text_926_Bernard_Amos dr_info/laneharold.jpg img_text_745_Harold_Lane dr_info/johnsoncarl.jpg img_text_633_Carl_Johnson dr_info/sattiewhitevernon.jpg img_text_857_Vernon_Sattiewhite dr_info/hammondkarl.jpg img_text_865_Karl_Hammond dr_info/fearancejohn.jpg img_text_626_John_Fearance dr_info/allridgeronald.jpg img_text_818_Ronald_Allridge dr_info/mannfletcher.jpg img_text_705_Fletcher_Mann dr_info/maysnoble.jpg img_text_674_Noble_Mays dr_info/hawkinssamuel.jpg img_text_590_Samuel_Hawkins dr_info/gardnerbilly.jpg img_text_751_Billy_Gardner dr_info/motleyjeffery.jpg img_text_789_Jeffery_Motley dr_info/wiliamwillie.jpg img_text_677_Willie_Williams dr_info/russellclifton.jpg img_text_658_Clifton_Russell, Jr. dr_info/marquezmario.jpg img_text_776_Mario_Marquez dr_info/jacobsjesse.jpg img_text_872_Jesse_Jacobs dr_info/kinnamonraymond.jpg img_text_808_Raymond_Kinnamon dr_info/clarkherman.jpg img_text_715_Herman_Clark, Jr. dr_info/bridgewarren.jpg img_text_668_Warren_Bridge dr_info/williamswalter.jpg img_text_722_Walter_Williams dr_info/lottgeorge.jpg img_text_999058_George_Lott dr_info/gutierrezjessie.jpg img_text_971_Jessie_Gutierrez dr_info/drewrobert.jpg img_text_755_Robert_Drew dr_info/crankdenton.jpg img_text_803_Denton_Crank dr_info/netherystephen.jpg img_text_698_Stephen_Nethery dr_info/rougeaupaul.jpg img_text_603_Paul_Rougeau dr_info/andersonlarry.jpg img_text_733_Larry_Anderson dr_info/beaversrichard.jpg img_text_916_Richard_Beavers dr_info/webbfreddie.jpg img_text_848_Freddie_Webb dr_info/barnardharold.jpg img_text_683_Harold_Barnard dr_info/phillipsclifford.jpg img_text_723_Clifford_Phillips dr_info/cookanthony.jpg img_text_918_Anthony_Cook dr_info/bonhamanotnio.jpg img_text_700_Antonio_Bonham dr_info/jamesjohnny.jpg img_text_839_Johnny_James dr_info/wilkersonrichard.jpg img_text_756_Richard_Wilkerson dr_info/kellycarl.jpg img_text_688_Carl_Kelly dr_info/hollanddavid.jpg img_text_820_David_Holland dr_info/jerniganjoseph.jpg img_text_699_Joseph_Jernigan dr_info/harrisdanny.jpg img_text_649_Danny_Harris dr_info/harriscurtis.jpg img_text_637_Curtis_Harris dr_info/duffsmithmarkum.jpg img_text_694_Markum_Duff-Smith dr_info/sawyersjohn.jpg img_text_742_John_Sawyers dr_info/herreraleonel.jpg img_text_702_Leonel_Herrera dr_info/stewartdarryl.jpg img_text_664_Darryl_Stewart dr_info/montoyaramon.jpg img_text_737_Ramon_Montoya dr_info/santanacarlos.jpg img_text_695_Carlos_Santana dr_info/demouchettejames.jpg img_text_572_James_Demouchette dr_info/romerojesus.jpg img_text_801_Jesus_Romero, Jr. dr_info/mayjustin.jpg img_text_783_Justin_May dr_info/whitebilly.jpg img_text_585_Billy_White dr_info/ellisedward.jpg img_text_749_Edward_Ellis dr_info/clarkdavid.jpg img_text_874_David_Clark dr_info/garrettjohnny.jpg img_text_729_Johnny_Garrett dr_info/greengw.jpg img_text_576_G.W._Green dr_info/russelljames.jpg img_text_579_James_Russell dr_info/cuevasignacio.jpg img_text_526_Ignacio_Cuevas dr_info/buxtonlawrence.jpg img_text_743_Lawrence_Buxton dr_info/derrickmikel.jpg img_text_701_Mikel_Derrick dr_info/smithjames.jpg img_text_763_James_Smith dr_info/andersonjohnny.jpg img_text_732_Johnny_Anderson dr_info/butlerjerome.jpg img_text_852_Jerome_Butler dr_info/delunacarlos.jpg img_text_744_Carlos_De Luna dr_info/pasterjames.jpg img_text_752_James_Paster dr_info/mccoystephen.jpg img_text_769_Stephen_McCoy dr_info/kingleon.jpg img_text_624_Leon_King dr_info/landryraymond.jpg img_text_738_Raymond_Landry, Sr. dr_info/franklindonald.jpg img_text_546_Donald_Franklin dr_info/streetmanrobert.jpg img_text_746_Robert_Streetman dr_info/starvaggijoseph.jpg img_text_586_Joseph_Starvaggi dr_info/thompsonjohn.jpg img_text_610_John_Thompson dr_info/williamsanthony.jpg img_text_619_Anthony_Williams dr_info/morenoeliseo.jpg img_text_759_Eliseo_Moreno dr_info/evansmichael.jpg img_text_608_Michael_Evans dr_info/smithlarry.jpg img_text_643_Larry_Smith dr_info/woollsrandy.jpg img_text_646_Randy_Woolls dr_info/pinkertonjay.jpg img_text_686_Jay_Pinkerton dr_info/barneyjeffery.jpg img_text_714_Jeffery_Barney dr_info/basscharles.jpg img_text_662_Charles_Bass dr_info/rumbaugh.jpg img_text_555_Charles_Rumbaugh dr_info/porterhenry.jpg img_text_551_Henry_Porter dr_info/miltoncharles.jpg img_text_628_Charles_Milton dr_info/delarosajesse.jpg img_text_713_Jesse_De La Rosa dr_info/morinstephen.jpg img_text_712_Stephen_Morin dr_info/skillerndoyle.jpg img_text_518_Doyle_Skillern dr_info/barefootthomas.jpg img_text_621_Thomas_Barefoot dr_info/obryanronald.jpg img_text_529_Ronald_O'Bryan