{ "cells": [ { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "# importing\n", "import pandas as pd\n", "df = pd.read_csv('V3_final_statements.csv')\n", "\n", "# cleaning white spaces\n", "import re\n", "df['Offender_info_v2'] = df.apply(lambda x: re.sub('\\s+', ' ', x['Offender Info']).strip(), axis=1)" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([\"{'Name': 'Hall, Justen Grant', 'TDCJ Number': '999497', 'Date of Birth': '06/16/1981', 'Date Received': '05/11/2005', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '10/28/2002', 'Age (at the time of Offense)': '21', 'County': 'El Paso', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′5″', 'Weight (in Pounds)': '197', 'Eye Color': 'Hazel', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sparks, Robert', 'TDCJ Number': '999542', 'Date of Birth': '02/13/1974', 'Date Received': '01/08/2009', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '09/15/2007', 'Age (at the time of Offense)': '33', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '247', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Soliz, Mark Anthony', 'TDCJ Number': '999571', 'Date of Birth': '01/27/1982', 'Date Received': '03/28/2012', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '06/29/2010', 'Age (at the time of Offense)': '28', 'County': 'Johnson', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '177', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Crutsinger, Billy Jack', 'TDCJ Number': '999459', 'Date of Birth': '10/05/1954', 'Date Received': '10/08/2003', 'Age (when Received)': '49', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '04/06/2003', 'Age (at the time of Offense)': '48', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '217', 'Eye Color': 'Green', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Larry Ray Swearingen', 'TDCJ Number': '999361', 'Date of Birth': '5/21/1971', 'Date Received': '7/12/2000', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '12/8/1998', 'Age (at the time of Offense)': '27', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '194', 'Eye Color': 'Blue', 'Native County': 'Montgomery', 'Native State': 'Texas'}\",\n", " \"{'Name': 'King, John William', 'TDCJ Number': '999295', 'Date of Birth': '11/03/1974', 'Date Received': '02/25/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/07/1998', 'Age (at the time of Offense)': '23', 'County': 'Jasper', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Atlanta', 'Native State': 'Georgia'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Braziel, Alvin Avon Jr.', 'TDCJ Number': '999393', 'Date of Birth': '3/16/1975', 'Date Received': '8/9/2001', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '9/21/1993', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '166', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Joseph Christopher', 'TDCJ Number': '999441', 'Date of Birth': '11/06/1971', 'Date Received': '02/14/2003', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '29', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '202', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Acker, Daniel Clate', 'TDCJ Number': '999381', 'Date of Birth': '10/09/1971', 'Date Received': '04/02/2001', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '03/12/2000', 'Age (at the time of Offense)': '28', 'County': 'Hopkins', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '295', 'Eye Color': 'Brown', 'Native County': 'Hunt', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Clark, Troy', 'TDCJ Number': '999351', 'Date of Birth': '9/2/1967', 'Date Received': '3/31/2000', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '6 years', 'Date of Offense': '5/19/1998', 'Age (at the time of Offense)': '30', 'County': 'Smith', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '159', 'Eye Color': 'Blue', 'Native County': 'Bexar County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Young, Christopher Anthony', 'TDCJ Number': '999508', 'Date of Birth': '09/24/1983', 'Date Received': '03/31/2006', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '11/21/2004', 'Age (at the time of Offense)': '21', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '216', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Bible, Danny Paul', 'TDCJ Number': '999455', 'Date of Birth': '08/28/1951', 'Date Received': '07/17/2003', 'Age (when Received)': '51', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/27/1979', 'Age (at the time of Offense)': '27', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '194', 'Eye Color': 'Blue', 'Native County': 'Brazoria', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Castillo, Juan Edward', 'TDCJ Number': '999502', 'Date of Birth': '04/03/1981', 'Date Received': '09/27/2005', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '12/03/2003', 'Age (at the time of Offense)': '22', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Davila, Erick Daniel', 'TDCJ Number': '999545', 'Date of Birth': '04/04/1987', 'Date Received': '02/27/2009', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '11th Grade', 'Date of Offense': '04/06/2008', 'Age (at the time of Offense)': '21', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '161', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rodriguez III, Rosendo', 'TDCJ Number': '999534', 'Date of Birth': '03/26/1980', 'Date Received': '05/14/2008', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '09/13/2005', 'Age (at the time of Offense)': '25', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Wichita', 'Native State': 'TX'}\",\n", " \"{'Name': 'Battaglia, John David', 'TDCJ Number': '999412', 'Date of Birth': '08/02/1955', 'Date Received': '05/01/2002', 'Age (when Received)': '46', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/02/2001', 'Age (at the time of Offense)': '45', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '188', 'Eye Color': 'Green', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rayford, William Earl', 'TDCJ Number': '999371', 'Date of Birth': '5/21/1953', 'Date Received': '1/4/2001', 'Age (when Received)': '47', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '11/16/99', 'Age (at the time of Offense)': '46', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 4″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Shore, Anthony', 'TDCJ Number': '999488', 'Date of Birth': '06/25/1962', 'Date Received': '11/15/2004', 'Age (when Received)': '42', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/16/1992', 'Age (at the time of Offense)': '29', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Pennington', 'Native State': 'South Dakota'}\",\n", " \"{'Name': 'Cardenas, Ruben Ramirez', 'TDCJ Number': '999275', 'Date of Birth': '04/07/1970', 'Date Received': '07/29/1998', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '02/22/1997', 'Age (at the time of Offense)': '26', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '204', 'Eye Color': 'Brown', 'Native County': 'Guanajuato', 'Native State': 'Mexico'}\",\n", " '{}',\n", " \"{'Name': 'Preyor, Taichin', 'TDCJ Number': '999494', 'Date of Birth': '09/02/1970', 'Date Received': '03/30/2005', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/26/2004', 'Age (at the time of Offense)': '33', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '219', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Edwards, Terry', 'TDCJ Number': '999463', 'Date of Birth': '08/10/1973', 'Date Received': '12/04/2003', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '12th grade', 'Date of Offense': '07/08/2002', 'Age (at the time of Offense)': '28', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wilkins, Christopher', 'TDCJ Number': '999533', 'Date of Birth': '09/29/1968', 'Date Received': '03/12/2008', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '10/28/2005', 'Age (at the time of Offense)': '37', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '196 lbs', 'Eye Color': 'Green', 'Native County': 'Harris County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Fuller Jr., Barney Ronald', 'TDCJ Number': '999481', 'Date of Birth': '08/12/1958', 'Date Received': '07/21/2004', 'Age (when Received)': '45', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '05/14/2003', 'Age (at the time of Offense)': '44', 'County': 'Houston', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '225', 'Eye Color': 'Brown', 'Native County': 'Summit', 'Native State': 'Ohio'}\",\n", " \"{'Name': 'Vasquez, Pablo Lucio', 'TDCJ Number': '999297', 'Date of Birth': '08/11/1977', 'Date Received': '03/30/1999', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '04/18/1998', 'Age (at the time of Offense)': '20', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dawson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ward, Adam Kelly', 'TDCJ Number': '999525', 'Date of Birth': '08/11/1982', 'Date Received': '06/27/2007', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': 'Not available.', 'Date of Offense': '06/13/2005', 'Age (at the time of Offense)': '22', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '149 lbs.', 'Eye Color': 'Hazel', 'Native County': 'Hunt County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wesbrook, Coy Wayne', 'TDCJ Number': '999281', 'Date of Birth': '2/1/58', 'Date Received': '9/2/98', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '8 years', 'Date of Offense': '11/13/97', 'Age (at the time of Offense)': '39', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '296', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Freeman, James', 'TDCJ Number': '999539', 'Date of Birth': '11/12/1980', 'Date Received': '11/10/2008', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '03/17/2007', 'Age (at the time of Offense)': '26', 'County': 'Wharton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '155', 'Eye Color': 'Brown', 'Native County': 'Wharton County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Masterson, Richard Allen', 'TDCJ Number': '999414', 'Date of Birth': '03/05/1972', 'Date Received': '05/15/2002', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '02/09/2001', 'Age (at the time of Offense)': '28', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '233', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Holiday, Raphael Deon', 'TDCJ Number': '999419', 'Date of Birth': '07/20/1979', 'Date Received': '06/21/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/06/2000', 'Age (at the time of Offense)': '21', 'County': 'Walker, on change of venue from Madison County', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '194', 'Eye Color': 'Brown', 'Native County': 'Grimes', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Escamilla, Licho', 'TDCJ Number': '999432', 'Date of Birth': '07/03/1982', 'Date Received': '11/01/2002', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '11/25/2001', 'Age (at the time of Offense)': '20', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '156', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Juan Martin', 'TDCJ Number': '999360', 'Date of Birth': '2/18/1980', 'Date Received': '6/21/2000', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '9/17/1998', 'Age (at the time of Offense)': '18', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '183', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Lopez, Daniel', 'TDCJ Number': '999555', 'Date of Birth': '09/15/1987', 'Date Received': '03/16/2010', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10th grade', 'Date of Offense': '03/11/2009', 'Age (at the time of Offense)': '21', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '140 lbs.', 'Eye Color': 'Brown', 'Native County': 'Nueces County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Russeau, Gregory Lynn', 'TDCJ Number': '999430', 'Date of Birth': '10/11/1969', 'Date Received': '10/15/2002', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '05/30/2001', 'Age (at the time of Offense)': '31', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '299', 'Eye Color': 'Brown', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Charles, Derrick Dewayne', 'TDCJ Number': '999451', 'Date of Birth': '09/06/1982', 'Date Received': '05/27/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '07/02/2002', 'Age (at the time of Offense)': '19', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '05′ 9″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garza, Jr., Manuel', 'TDCJ Number': '999434', 'Date of Birth': '08/08/1980', 'Date Received': '11/08/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/02/2001', 'Age (at the time of Offense)': '20', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sprouse, Kent William', 'TDCJ Number': '999471', 'Date of Birth': '8/9/1972', 'Date Received': '3/1/2004', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '10/6/2002', 'Age (at the time of Offense)': '30', 'County': 'Ellis', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '222', 'Eye Color': 'Hazel', 'Native County': 'Boone', 'Native State': 'Missouri'}\",\n", " \"{'Name': 'Vasquez, Manuel', 'TDCJ Number': '999336', 'Date of Birth': '06/16/1968', 'Date Received': '11/30/1999', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '03/19/1998', 'Age (at the time of Offense)': '29', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '195', 'Eye Color': 'Brown', 'Native County': 'Jerome', 'Native State': 'Idaho'}\",\n", " \"{'Name': 'Donald Newbury', 'TDCJ Number': '999403', 'Date of Birth': '05/18/1962', 'Date Received': '01/28/2002', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '38', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '215', 'Eye Color': 'Brown', 'Native County': 'Bernalillo', 'Native State': 'New Mexico'}\",\n", " \"{'Name': 'Ladd, Robert Charles', 'TDCJ Number': '999237', 'Date of Birth': '3/19/57', 'Date Received': '8/29/97', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '9/25/96', 'Age (at the time of Offense)': '39', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Weight (in Pounds)': '232', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Paredes, Miguel Angel', 'TDCJ Number': '999400', 'Date of Birth': '08/08/1982', 'Date Received': '11/09/2001', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '09/17/2000', 'Age (at the time of Offense)': '18', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '254', 'Eye Color': 'Brown', 'Native County': 'Cook', 'Native State': 'Illinois'}\",\n", " \"{'Name': 'Coleman, Lisa', 'TDCJ Number': '999511', 'Date of Birth': '10/06/1975', 'Date Received': '06/22/2006', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '07/26/2004', 'Age (at the time of Offense)': '28', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Female', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '189', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Villegas, Jr., Jose Luis', 'TDCJ Number': '999417', 'Date of Birth': '04/14/1975', 'Date Received': '05/21/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '01/22/2001', 'Age (at the time of Offense)': '27', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '186', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Ramiro', 'TDCJ Number': '999342', 'Date of Birth': '10/05/1969', 'Date Received': '02/11/2000', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '4', 'Date of Offense': '10/15/1997', 'Age (at the time of Offense)': '28', 'County': 'Bandera', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 2″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Tamaulipas (Mexico)', 'Native State': 'n/a'}\",\n", " \"{'Name': 'Tommy Lynn Sells', 'TDCJ Number': '999367', 'Date of Birth': '6/28/1964', 'Date Received': '11/8/2000', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '12/31/1999', 'Age (at the time of Offense)': '35', 'County': 'Val Verde', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '195', 'Eye Color': 'Hazel', 'Native County': 'Alameda', 'Native State': 'California'}\",\n", " \"{'Name': 'Doyle, Anthony Dewayne', 'TDCJ Number': '999478', 'Date of Birth': '10/16/1984', 'Date Received': '05/28/2004', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '01/16/2003', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 07″', 'Weight (in Pounds)': '182', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Jasper, Ray', 'TDCJ Number': '999341', 'Date of Birth': '08/25/1980', 'Date Received': '02/04/2000', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '11/29/1998', 'Age (at the time of Offense)': '19', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '139', 'Eye Color': 'Brown', 'Native Country': 'Netherlands', 'Native State': 'n/a'}\",\n", " \"{'Name': 'Basso, Suzanne Margaret', 'TDCJ Number': '999329', 'Date of Birth': '05/15/1954', 'Date Received': '10/28/1999', 'Age (when Received)': '45', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/25/1998', 'Age (at the time of Offense)': '44', 'County': 'Harris', 'Race': 'White', 'Gender': 'Female', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '5′ 2″', 'Weight (in Pounds)': '141', 'Eye Color': 'Blue', 'Native County': 'Albany', 'Native State': 'New York'}\",\n", " '{}',\n", " \"{'Name': 'Martin, Jerry Duane', 'TDCJ Number': '999552', 'Date of Birth': '03/28/1970', 'Date Received': '02/17/2009', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10th Grade', 'Date of Offense': '09/24/2007', 'Age (at the time of Offense)': '37', 'County': 'Leon C/V from Walker', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '169 lbs.', 'Eye Color': 'Brown', 'Native County': 'Collin', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Yowell, Michael J.', 'TDCJ Number': '999334', 'Date of Birth': '01/25/1970', 'Date Received': '11/23/1999', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/09/1998', 'Age (at the time of Offense)': '28', 'County': 'Lubbock', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '188', 'Eye Color': 'Hazel', 'Native County': 'Lubbock', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Diaz, Arturo Eleazar', 'TDCJ Number': '999345', 'Date of Birth': '12/27/1975', 'Date Received': '2/20/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '04/03/1999', 'Age (at the time of Offense)': '23', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '200', 'Eye Color': 'Brown', 'Native County': 'Hidalgo', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garza, Robert', 'TDCJ Number': '999466', 'Date of Birth': '05/15/1982', 'Date Received': '12/18/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '09/05/2002', 'Age (at the time of Offense)': '20', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '147', 'Eye Color': 'Brown', 'Native County': 'Hidalgo Co.', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Feldman, Douglas Alan', 'TDCJ Number': '999326', 'Date of Birth': '06/19/1958', 'Date Received': '09/22/1999', 'Age (when Received)': '41', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/25/1998', 'Age (at the time of Offense)': '40', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '198', 'Eye Color': 'Blue', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ross, Vaughn', 'TDCJ Number': '999429', 'Date of Birth': '09/04/1971', 'Date Received': '10/01/2002', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '01/31/2001', 'Age (at the time of Offense)': '29', 'County': 'Lubbock', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Saint Louis', 'Native State': 'Missouri'}\",\n", " \"{'Name': 'Quintanilla, Jr., John Manuel', 'TDCJ Number': '999491', 'Date of Birth': '12/09/1976', 'Date Received': '12/08/2004', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '11/24/2002', 'Age (at the time of Offense)': '25', 'County': 'Victoria', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '153', 'Eye Color': 'Brown', 'Native County': 'Calhoun', 'Native State': 'Texas'}\",\n", " \"{'Name': 'McCarthy, Kimberly Lagayle', 'TDCJ Number': '999287', 'Date of Birth': '05/11/1961', 'Date Received': '12/07/1998', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '07/21/1997', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Female', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '188', 'Eye Color': 'Brown', 'Native County': 'Hunt', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Elroy Chester', 'TDCJ Number': '999280', 'Date of Birth': '6/14/1969', 'Date Received': '9/26/1998', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '2/6/1998', 'Age (at the time of Offense)': '28', 'County': 'Jefferson', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '160', 'Eye Color': 'Brown', 'Native County': 'Jefferson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Williams, Jefferey Demond', 'TDCJ Number': '999350', 'Date of Birth': '12/16/1975', 'Date Received': '3/29/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '5/19/1999', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '153 lbs.', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Parr, Carroll Joe', 'TDCJ Number': '999479', 'Date of Birth': '10/18/1977', 'Date Received': '06/04/2004', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '03', 'Date of Offense': '01/11/2003', 'Age (at the time of Offense)': '25', 'County': 'McLennan', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '178', 'Eye Color': 'Brown', 'Native County': 'McLennan', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Cobb,Richard Aaron', 'TDCJ Number': '999467', 'Date of Birth': '04/02/1984', 'Date Received': '01/23/2004', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/02/2002', 'Age (at the time of Offense)': '18', 'County': 'Cherokee', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '05′ 10″', 'Weight (in Pounds)': '150', 'Eye Color': 'Blue', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Threadgill, Ronnie Paul', 'TDCJ Number': '999424', 'Date of Birth': '02/20/1973', 'Date Received': '07/22/2002', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/14/2001', 'Age (at the time of Offense)': '28', 'County': 'Navarro', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Lewis, Rickey Lynn', 'TDCJ Number': '999097', 'Date of Birth': '07/21/1962', 'Date Received': '05/06/1994', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/17/1990', 'Age (at the time of Offense)': '28', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '146', 'Eye Color': 'Brown', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Hernandez, Ramon Torres', 'TDCJ Number': '999431', 'Date of Birth': '11/08/1971', 'Date Received': '10/21/2002', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '03/31/2001', 'Age (at the time of Offense)': '29', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '163', 'Eye Color': 'Hazel', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Swain, Mario', 'TDCJ Number': '999475', 'Date of Birth': '02/28/1979', 'Date Received': '04/08/2004', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/27/2002', 'Age (at the time of Offense)': '23', 'County': 'Gregg', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '139', 'Eye Color': 'Brown', 'Native County': 'Los Angeles', 'Native State': 'California'}\",\n", " \"{'Name': 'Roberts Jr., Donnie Lee', 'TDCJ Number': '999487', 'Date of Birth': '02/09/1971', 'Date Received': '10/28/2004', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '10/15/2003', 'Age (at the time of Offense)': '32', 'County': 'Polk', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '223', 'Eye Color': 'Blue', 'Native County': 'Natchitoches Parish', 'Native State': 'Louisiana'}\",\n", " '{}', 'no link',\n", " \"{'Name': 'Foster, Cleve', 'TDCJ Number': '999470', 'Date of Birth': '10/24/1963', 'Date Received': '3/1/2004', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/14/2002', 'Age (at the time of Offense)': '38', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '260', 'Eye Color': 'Blue', 'Native County': 'Henderson', 'Native State': 'Kentucky'}\",\n", " \"{'Name': 'Robert Wayne Harris', 'TDCJ Number': '999364', 'Date of Birth': '2/28/1972', 'Date Received': '10/6/2000', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '3/20/2000', 'Age (at the time of Offense)': '28', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '182', 'Eye Color': 'Black', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Hearn, Yokamon L.', 'TDCJ Number': '999292', 'Date of Birth': '11/6/78', 'Date Received': '12/31/98', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '3/26/98', 'Age (at the time of Offense)': '19', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Adams, Beunka', 'TDCJ Number': '999486', 'Date of Birth': '12/10/1982', 'Date Received': '08/30/2004', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '09/02/2002', 'Age (at the time of Offense)': '19', 'County': 'Cherokee', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height': '5′ 6″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Cherokee', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Jesse Joe', 'TDCJ Number': '999425', 'Date of Birth': '06/08/1964', 'Date Received': '08/08/2002', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '04/11/2001', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '145', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Thurmond, Keith Steven', 'TDCJ Number': '999435', 'Date of Birth': '10/31/1959', 'Date Received': '11/14/2002', 'Age (when Received)': '43', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/25/2001', 'Age (at the time of Offense)': '41', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '220', 'Eye Color': 'Brown', 'Native County': 'Fort Knox', 'Native State': 'Kentucky'}\",\n", " \"{'Name': 'Rivas, George', 'TDCJ Number': '999394', 'Date of Birth': '5/6/1970', 'Date Received': '8/29/2001', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '30', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '214', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Rodrigo', 'TDCJ Number': '999474', 'Date of Birth': '06/27/1973', 'Date Received': '04/07/2004', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/19/1994', 'Age (at the time of Offense)': '20', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '202', 'Eye Color': 'Brown', 'Native County': 'Zavala', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Esparza, Guadalupe', 'TDCJ Number': '999385', 'Date of Birth': '11/21/1964', 'Date Received': '05/25/2001', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/30/1999', 'Age (at the time of Offense)': '34', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 4″', 'Weight (in Pounds)': '193', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Frank Martinez', 'TDCJ Number': '999418', 'Date of Birth': '10/21/1972', 'Date Received': '06/10/2002', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '03/29/2001', 'Age (at the time of Offense)': '28', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '169', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Brewer, Lawrence Russell', 'TDCJ Number': '999327', 'Date of Birth': '03/13/1967', 'Date Received': '09/23/1999', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '06/07/1998', 'Age (at the time of Offense)': '31', 'County': 'Brazos (on a change of venue from Jasper)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Lamar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Woods, Jr., Steven Michael', 'TDCJ Number': '999427', 'Date of Birth': '04/17/1980', 'Date Received': '08/27/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '05/02/2001', 'Age (at the time of Offense)': '21', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '152', 'Eye Color': 'Brown', 'Native County': 'Wayne', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Robles, Martin', 'TDCJ Number': '999457', 'Date of Birth': '05/12/1978', 'Date Received': '09/23/2003', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '11/12/2002', 'Age (at the time of Offense)': '24', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Mark Stroman', 'TDCJ Number': '999409', 'Date of Birth': '10/13/1969', 'Date Received': '04/05/2002', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '10/04/2001', 'Age (at the time of Offense)': '31', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '223', 'Eye Color': 'Hazel', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Mathis, Milton Wuzael', 'TDCJ Number': '999337', 'Date of Birth': '03/11/79', 'Date Received': '12/09/99', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '12/15/98', 'Age (at the time of Offense)': '19', 'County': 'Fort Bend', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '193', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Taylor, Lee Andrew', 'TDCJ Number': '999344', 'Date of Birth': '01/08/1979', 'Date Received': '02/22/2000', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/01/1999', 'Age (at the time of Offense)': '20', 'County': 'Bowie', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '207', 'Eye Color': 'Brown', 'Native County': 'Galveston', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Kerr, Cary D.', 'TDCJ Number': '999449', 'Date of Birth': '10/06/1964', 'Date Received': '04/17/2003', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '07/12/2001', 'Age (at the time of Offense)': '36', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '219', 'Eye Color': 'Green', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Adams, Timothy Wayne', 'TDCJ Number': '999448', 'Date of Birth': '08/22/1968', 'Date Received': '04/17/2003', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/20/2002', 'Age (at the time of Offense)': '33', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′6″', 'Weight (in Pounds)': '241', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hall, Michael Wayne', 'TDCJ Number': '999346', 'Date of Birth': '04/06/1979', 'Date Received': '03/02/2000', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '02/15/1998', 'Age (at the time of Offense)': '18', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '218', 'Eye Color': 'Hazel', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wooten, Larry', 'TDCJ Number': '999269', 'Date of Birth': '12/10/58', 'Date Received': '5/21/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '9/3/96', 'Age (at the time of Offense)': '37', 'County': 'Lamar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '183', 'Eye Color': 'Brown', 'Native County': 'Lamar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Jackson, Derrick L.', 'TDCJ Number': '999263', 'Date of Birth': '6/13/68', 'Date Received': '4/22/98', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '11 years (GED)', 'Date of Offense': '9/11/88', 'Age (at the time of Offense)': '20', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 1″', 'Weight (in Pounds)': '160', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Perry, Michael James', 'TDCJ Number': '999444', 'Date of Birth': '04/09/1982', 'Date Received': '03/03/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '10/24/2001', 'Age (at the time of Offense)': '19', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '132', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Cannady, Rogelio', 'TDCJ Number': '999245', 'Date of Birth': '5/29/72', 'Date Received': '12/5/97', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '8 years', 'Date of Offense': '10/10/93', 'Age (at the time of Offense)': '21', 'County': 'Bee', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Val Verde', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Galloway, Billy John', 'TDCJ Number': '999349', 'Date of Birth': '03/22/1969', 'Date Received': '03/27/2000', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '09/08/1998', 'Age (at the time of Offense)': '29', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '175', 'Eye Color': 'Blue', 'Native County': 'Onondaga', 'Native State': 'New York'}\",\n", " \"{'Name': 'Kevin Scott Varga', 'TDCJ Number': '999368', 'Date of Birth': '3/4/1969', 'Date Received': '11/20/2000', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '9/8/1998', 'Age (at the time of Offense)': '29', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '203', 'Eye Color': 'Brown', 'Native County': 'Kalamazoo', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Bustamante, Samuel', 'TDCJ Number': '999380', 'Date of Birth': '12/11/1969', 'Date Received': '3/16/2001', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '1/18/1998', 'Age (at the time of Offense)': '28', 'County': 'Fort Bend', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '264', 'Eye Color': 'Brown', 'Native County': 'Wharton', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Berkley, William Josef', 'TDCJ Number': '999422', 'Date of Birth': '01/16/1979', 'Date Received': '07/18/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '03/10/2000', 'Age (at the time of Offense)': '21', 'County': 'El Paso', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '139', 'Eye Color': 'Hazel', 'Native County': 'Schwavish Hall', 'Native State': 'Germany'}\",\n", " \"{'Name': 'Alix, Franklin DeWayne', 'TDCJ Number': '999286', 'Date of Birth': '8/6/75', 'Date Received': '11/12/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '1/2/98', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′9″', 'Weight (in Pounds)': '188', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Maxwell, Joshua', 'TDCJ Number': '999408', 'Date of Birth': '05/17/1978', 'Date Received': '03/26/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '10/11/2000', 'Age (at the time of Offense)': '22', 'County': 'Bexar', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '184', 'Eye Color': 'Blue', 'Native County': 'Marion', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sigala, Michael Adam', 'TDCJ Number': '999397', 'Date of Birth': '12/11/1977', 'Date Received': '10/29/2001', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '08/22/2000', 'Age (at the time of Offense)': '22', 'County': 'Collin', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '213', 'Eye Color': 'Hazel', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Mosley, Kenneth', 'TDCJ Number': '999243', 'Date of Birth': '9/7/58', 'Date Received': '10/20/97', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '2/15/97', 'Age (at the time of Offense)': '38', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '170', 'Eye Color': 'Brown', 'Native County': 'Flint', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Woods, Bobby Wayne', 'TDCJ Number': '999270', 'Date of Birth': '10/11/65', 'Date Received': '5/29/98', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '7 years', 'Date of Offense': '4/30/97', 'Age (at the time of Offense)': '31', 'County': 'Llano (on change of venue from Hood County)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Blonde', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '231', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Thompson, Robert Lee', 'TDCJ Number': '999276', 'Date of Birth': '4/1/75', 'Date Received': '8/10/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '12/5/96', 'Age (at the time of Offense)': '21', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '252', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Danielle Simpson', 'TDCJ Number': '999370', 'Date of Birth': '10/26/1979', 'Date Received': '12/15/2000', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '1/26/2000', 'Age (at the time of Offense)': '20', 'County': 'Anderson', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '151', 'Eye Color': 'Brown', 'Native County': 'Anderson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Valle, Yosvanis', 'TDCJ Number': '999384', 'Date of Birth': '09/07/1975', 'Date Received': '05/09/2001', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '06/07/1999', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Habana', 'Native State': 'Cuba'}\",\n", " \"{'Name': 'Oliver, Khristian', 'TDCJ Number': '999301', 'Date of Birth': '08/26/1977', 'Date Received': '04/23/1999', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '03/17/1998', 'Age (at the time of Offense)': '20', 'County': 'Nacogdoches', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Blanton, Reginald W.', 'TDCJ Number': '999395', 'Date of Birth': '6/3/1981', 'Date Received': '9/5/2001', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '4/13/2000', 'Age (at the time of Offense)': '18', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '201', 'Eye Color': 'Brown', 'Native County': 'Alameda', 'Native State': 'California'}\",\n", " \"{'Name': 'Coleman, Christopher', 'TDCJ Number': '999239', 'Date of Birth': '12/28/71', 'Date Received': '9/10/97', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '11 years', 'Date of Offense': '12/14/95', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '185', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Hankins, Terry Lee', 'TDCJ Number': '999415', 'Date of Birth': '10/10/1974', 'Date Received': '05/20/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/26/2001', 'Age (at the time of Offense)': '26', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '180', 'Eye Color': 'Hazel', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Johnson, Derrick Lamone', 'TDCJ Number': '999339', 'Date of Birth': '09/20/1980', 'Date Received': '12/22/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '01/21/1999', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '156', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rosales, Michael', 'TDCJ Number': '999274', 'Date of Birth': '1/11/74', 'Date Received': '7/16/98', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '6/4/97', 'Age (at the time of Offense)': '23', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '163', 'Eye Color': 'Brown', 'Native County': 'Kit Carson', 'Native State': 'Colorado'}\",\n", " \"{'Name': 'Salazar, Luis Cervantes', 'TDCJ Number': '999285', 'Date of Birth': '8/31/70', 'Date Received': '10/30/98', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '10/11/97', 'Age (at the time of Offense)': '27', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '176', 'Eye Color': 'Brown', 'Native County': 'Eastland', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, James Edward', 'TDCJ Number': '999404', 'Date of Birth': '06/09/1974', 'Date Received': '02/13/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/21/2000', 'Age (at the time of Offense)': '26', 'County': 'Tarrant', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '144', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Scheanette, Dale Devon', 'TDCJ Number': '999440', 'Date of Birth': '05/07/1973', 'Date Received': '02/06/2003', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/1996', 'Age (at the time of Offense)': '23', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '162', 'Eye Color': 'Brown', 'Native County': 'Ouachita Parish', 'Native State': 'Louisiana'}\",\n", " '{}',\n", " \"{'Name': 'Ortiz, Ricardo', 'TDCJ Number': '999320', 'Date of Birth': '10/05/1962', 'Date Received': '06/24/1999', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '08/18/1997', 'Age (at the time of Offense)': '34', 'County': 'El Paso', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '209', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, Virgil Euristi', 'TDCJ Number': '999265', 'Date of Birth': '12/12/67', 'Date Received': '4/22/98', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '11 years', 'Date of Offense': '10/1/96', 'Age (at the time of Offense)': '28', 'County': 'Brazoria', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 3″', 'Weight (in Pounds)': '284', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Reginald Perkins', 'TDCJ Number': '999407', 'Date of Birth': '04/29/1955', 'Date Received': '03/22/2002', 'Age (when Received)': '46', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '12/04/2000', 'Age (at the time of Offense)': '45', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Woodruff', 'Native State': 'Arkansas'}\",\n", " '{}',\n", " \"{'Name': 'Moore, Curtis', 'TDCJ Number': '999212', 'Date of Birth': '2/26/68', 'Date Received': '01/29/98', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '11/30/95', 'Age (at the time of Offense)': '27', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '167', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hudson, Robert Jean', 'TDCJ Number': '999353', 'Date of Birth': '3/4/63', 'Date Received': '4/6/00', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '5/7/99', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '229', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Denard Manns', 'TDCJ Number': '999405', 'Date of Birth': '12/22/1965', 'Date Received': '03/04/2002', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '11/18/1998', 'Age (at the time of Offense)': '32', 'County': 'Bell', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '230', 'Eye Color': 'Brown', 'Native County': 'New York', 'Native State': 'New York'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Wright, Gregory Edward', 'TDCJ Number': '999253', 'Date of Birth': '11/1/65', 'Date Received': '2/5/98', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '3/21/97', 'Age (at the time of Offense)': '31', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '170', 'Eye Color': 'Blue', 'Native County': 'Knox', 'Native State': 'Tennessee'}\",\n", " '{}',\n", " \"{'Name': 'Ries, Joseph Ray', 'TDCJ Number': '999335', 'Date of Birth': '09/18/1979', 'Date Received': '11/29/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/22/1999', 'Age (at the time of Offense)': '19', 'County': 'Hopkins', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '135', 'Eye Color': 'Hazel', 'Native County': 'Douglas', 'Native State': 'Oregon'}\",\n", " \"{'Name': 'Watts, Kevin', 'TDCJ Number': '999456', 'Date of Birth': '01/18/1981', 'Date Received': '09/04/2003', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '03/01/2002', 'Age (at the time of Offense)': '21', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Santa Clara', 'Native State': 'California'}\",\n", " '{}',\n", " \"{'Name': 'Murray, William A.', 'TDCJ Number': '999313', 'Date of Birth': '02/13/1969', 'Date Received': '06/10/1999', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '02/10/1998', 'Age (at the time of Offense)': '28', 'County': 'Kaufman', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '158', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rodriguez, Michael Anthony', 'TDCJ Number': '999413', 'Date of Birth': '10/29/1962', 'Date Received': '05/09/2002', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '40', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '215', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Dorsey, Leon David IV', 'TDCJ Number': '999359', 'Date of Birth': '11/17/1975', 'Date Received': '6/12/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '4/4/1994', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Chi, Heliberto', 'TDCJ Number': '999437', 'Date of Birth': '12/28/1978', 'Date Received': '11/21/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '03/24/2001', 'Age (at the time of Offense)': '22', 'County': 'Tarrant', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '205', 'Eye Color': 'Brown', 'Native County': 'San Pedrosula', 'Native State': 'Honduras'}\",\n", " '{}',\n", " \"{'Name': 'Davis, Larry Donell', 'TDCJ Number': '999316', 'Date of Birth': '10/09/1967', 'Date Received': '06/11/1999', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/28/1995', 'Age (at the time of Offense)': '27', 'County': 'Potter', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '173', 'Eye Color': 'Brown', 'Native County': 'Parmer', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Turner, Carlton Akee', 'TDCJ Number': '999321', 'Date of Birth': '07/04/1979', 'Date Received': '07/07/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/08/1998', 'Age (at the time of Offense)': '19', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Salt Lake', 'Native State': 'Utah'}\",\n", " \"{'Name': 'Chamberlain, Karl Eugene', 'TDCJ Number': '999241', 'Date of Birth': '06/20/1970', 'Date Received': '09/25/1997', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/02/1991', 'Age (at the time of Offense)': '21', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '261', 'Eye Color': 'Blue', 'Native County': 'Oklahoma', 'Native State': 'Oklahoma'}\",\n", " '{}',\n", " \"{'Name': 'Kimmel, Clifford Allan', 'TDCJ Number': '999347', 'Date of Birth': '07/18/1975', 'Date Received': '03/09/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '05/18/1999', 'Age': '23', 'County': 'Bexar', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '194', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Roach, Tony', 'TDCJ Number': '999323', 'Date of Birth': '11/09/1976', 'Date Received': '08/18/1999', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/08/1998', 'Age': '21', 'County': 'Potter', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '169', 'Eye Color': 'Brown', 'Native County': 'Greenville', 'Native State': 'South Carolina'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Conner, Johnny Ray', 'TDCJ Number': '999324', 'Date of Birth': '04/27/1975', 'Date Received': '09/09/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '05/17/1998', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Caddo Parish', 'Native State': 'Louisiana'}\",\n", " \"{'Name': 'Parr, Kenneth', 'TDCJ Number': '999312', 'Date of Birth': '01/16/1980', 'Date Received': '06/07/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '01/21/1998', 'Age': '18', 'County': 'Matagorda', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '164', 'Eye Color': 'Brown', 'Native County': 'Matagorda', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Reyes, Gilberto Guadalupe', 'TDCJ Number': '999352', 'Date of Birth': '9/19/73', 'Date Received': '4/5/00', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '3/12/98', 'Age': '24', 'County': 'Bailey', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '129', 'Eye Color': 'Brown', 'Native County': 'Bailey', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Dickson, Ryan Heath', 'TDCJ Number': '999250', 'Date of Birth': '11/11/76', 'Date Received': '12/31/97', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '11/27/94', 'Age (at the time of Offense)': '18', 'County': 'Potter', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '171', 'Eye Color': 'Brown', 'Native County': 'Little Rock', 'Native State': 'Arkansas'}\",\n", " \"{'Name': 'Clark, James Lee', 'TDCJ Number': '999095', 'Date of Birth': '5/13/68', 'Date Received': '5/4/94', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '6/7/93', 'Age (at the time of Offense)': '25', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Caddo Parish', 'Native State': 'Louisiana'}\",\n", " '{}',\n", " \"{'Name': 'Gutierrez, Vincent', 'TDCJ Number': '999262', 'Date of Birth': '10/1/78', 'Date Received': '4/14/98', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8 years (GED)', 'Date of Offense': '3/11/97', 'Age': '18', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '142', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Nealy, Charles A.', 'TDCJ Number': '999289', 'Date of Birth': '3/23/64', 'Date Received': '12/10/98', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '8/20/97', 'Age': '33', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Perez, Robert Martinez', 'TDCJ Number': '999322', 'Date of Birth': '06/29/58', 'Date Received': '07/29/1999', 'Age (when Received)': '41', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/17/1994', 'Age': '35', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Anderson, Newton', 'TDCJ Number': '999355', 'Date of Birth': '8/8/1976', 'Date Received': '5/15/2000', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '3/4/1999', 'Age (at the time of Offense)': '22', 'County': 'Smith', 'Race': 'white', 'Gender': 'male', 'Hair Color': 'red', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '163', 'Eye Color': 'blue', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Jackson, James Lewis', 'TDCJ Number': '999272', 'Date of Birth': '6/13/59', 'Date Received': '6/17/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '4/8/97', 'Age': '37', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 3″', 'Weight (in Pounds)': '204', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Swift, Christopher Jay', 'TDCJ Number': '999496', 'Date of Birth': '02/12/1975', 'Date Received': '04/11/2005', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '04/29/2003', 'Age': '28', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Granados, Carlos', 'TDCJ Number': '999307', 'Date of Birth': '09/18/1970', 'Date Received': '05/06/1999', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/13/1998', 'Age': '27', 'County': 'Williamson', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '172', 'Eye Color': 'Brown', 'Native County': 'Manhattan', 'Native State': 'New York'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Frazier, Derrick', 'TDCJ Number': '999284', 'Date of Birth': '4/28/77', 'Date Received': '10/9/98', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '6/26/97', 'Age': '20', 'County': 'Refugio', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '176', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Fuller, Justin', 'TDCJ Number': '999266', 'Date of Birth': '8/29/78', 'Date Received': '4/29/98', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '4/21/97', 'Age': '18', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hinojosa, Richard', 'TDCJ Number': '999246', 'Date of Birth': '11/17/61', 'Date Received': '12/9/97', 'Age (when shoulReceived)': '36', 'Education Level (Highest Grade Completed)': '5 years', 'Date of Offense': '5/10/94', 'Age': '32', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Eye Color': 'Green', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wyatt, Jr., William E.', 'TDCJ Number': '999255', 'Date of Birth': '12/20/1964', 'Date Received': '2/19/1998', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '2/4/1997', 'Age': '32', 'County': 'Bowie', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '250', 'Eye Color': 'Green', 'Native County': 'Detroit', 'Native State': 'Michigan'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Resendiz, Angel Maturino', 'TDCJ Number': '999356', 'Date of Birth': '8/1/1960', 'Date Received': '5/24/2000', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '12/17/1998', 'Age': '38', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Durango', 'Native State': 'Mexico'}\",\n", " \"{'Name': 'Reese, Lamont', 'TDCJ Number': '999374', 'Date of Birth': '10/16/1977', 'Date Received': '1/18/2001', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '3/1/1999', 'Age': '21', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '207', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Herron, Jermaine', 'TDCJ Number': '999304', 'Date of Birth': '01/13/1979', 'Date Received': '04/29/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/26/1997', 'Age': '18', 'County': 'Refugio', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '220', 'Eye Color': 'Brown', 'Native County': 'San Patricio', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Salazar, Robert Jr.', 'TDCJ Number': '999303', 'Date of Birth': '10/24/1978', 'Date Received': '04/28/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/23/1997', 'Age': '18', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Lubbock', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hughes, Tommie', 'TDCJ Number': '999273', 'Date of Birth': '8/15/74', 'Date Received': '6/18/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '8/13/97', 'Age': '22', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '195', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Neville, Robert James Jr.', 'TDCJ Number': '999293', 'Date of Birth': '10/05/1974', 'Date Received': '01/05/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '02/15/98', 'Age': '23', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Red', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '140', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Rowell, Robert Dale', 'TDCJ Number': '999104', 'Date of Birth': '04/08/1955', 'Date Received': '06/03/1994', 'Age (when Received)': '44', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '05/10/1993', 'Age': '38', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '168', 'Eye Color': 'Blue', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'White, Melvin Wayne', 'TDCJ Number': '999317', 'Date of Birth': '1/25/1950', 'Date Received': '6/21/1999', 'Age (when Received)': '49', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '8/5/1997', 'Age': '47', 'County': 'Pecos', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '205', 'Eye Color': 'Brown', 'Native County': 'Howard', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ramirez, Luis', 'TDCJ Number': '999309', 'Date of Birth': '06/19/1963', 'Date Received': '05/18/1999', 'Age (when Received)': '35', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/08/1998', 'Age': '34', 'County': 'Tom Green', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '148', 'Eye Color': 'Brown', 'Native County': 'Tom Green', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Martinez, David', 'TDCJ Number': '999288', 'Date of Birth': '04/24/0976', 'Date Received': '12/10/1998', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '07/27/1997', 'Age': '21', 'County': 'Travis', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '224', 'Eye Color': 'Blue', 'Native County': 'Austin', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, Alexander', 'TDCJ Number': '999438', 'Date of Birth': '06/16/1976', 'Date Received': '01/07/2003', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '08/12/2001', 'Age': '25', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 1″', 'Weight (in Pounds)': '227', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Pursley, Lonnie Wayne', 'TDCJ Number': '999294', 'Date of Birth': '09/17/1961', 'Date Received': '01/20/1999', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '03/29/97', 'Age': '35', 'County': 'Polk', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '229', 'Eye Color': 'Blue', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Porter, James', 'TDCJ Number': '999378', 'Date of Birth': '8/15/1971', 'Date Received': '3/14/2001', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '5/28/2000', 'Age': '28', 'County': 'Bowie', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '131', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'McWilliams, Frederick Patrick', 'TDCJ Number': '999242', 'Date of Birth': '12/1/73', 'Date Received': '10/1/97', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '9/28/96', 'Age': '22', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '201', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Morrow, Robert Brice', 'TDCJ Number': '999244', 'Date of Birth': '6/03/57', 'Date Received': '11/18/97', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': 'GED', 'Date of Offense': '4/3/96', 'Age': '38', 'County': 'Liberty', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '175', 'Eye Color': 'Blue', 'Native County': 'New Orleans', 'Native State': 'Louisiana'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Cotton, Marcus B.', 'TDCJ Number': '999252', 'Date of Birth': '9/28/74', 'Date Received': '2/4/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '9/18/96', 'Age (at the time of Offense)': '22', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '147', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Matthews, Ynobe', 'TDCJ Number': '999387', 'Date of Birth': '04/14/1976', 'Date Received': '06/19/2001', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '05/28/2000', 'Age': '24', 'County': 'Brazos', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '288', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Larry Allen Hayes', 'TDCJ Number': '999358', 'Date of Birth': '11/23/1948', 'Date Received': '5/26/2000', 'Age (when Received)': '51', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '7/15/1999', 'Age': '50', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '198', 'Eye Color': 'Blue', 'Native County': 'Howell', 'Native State': 'Missouri'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Black, Sr., Christopher', 'TDCJ Number': '999277', 'Date of Birth': '8/2/59', 'Date Received': '8/11/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '2/7/98', 'Age (at the time of Offense)': '38', 'County': 'Bell', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '240', 'Eye Color': 'Brown', 'Native County': 'Portsmouth', 'Native State': 'Virginia'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Clay, Keith Bernard', 'TDCJ Number': '999238', 'Date of Birth': '2/18/68', 'Date Received': '9/10/97', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '1/4/94', 'Age (at the time of Offense)': '25', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Williams, Richard Head', 'TDCJ Number': '999251', 'Date of Birth': '7/19/69', 'Date Received': '1/7/98', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '3/24/97', 'Age': '27', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '208', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Baltazar, John Richard', 'TDCJ Number': '999257', 'Date of Birth': '5/9/72', 'Date Received': '3/13/98', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '9/27/97', 'Age (at the time of Offense)': '25', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '155', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Santellan, Jose Sr.', 'TDCJ Number': '999140', 'Date of Birth': '03/08/1962', 'Date Received': '03/14/1995', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '08/22/1993', 'Age': '31', 'County': 'Kerr', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '189', 'Eye Color': 'Brown', 'Native County': 'Wise', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Flores, Miguel Angel', 'TDCJ Number': '000983', 'Date of Birth': '06/07/69', 'Date Received': '09/14/1990', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '06/28/1989', 'Age': '20', 'County': 'Collin - change of venue from Hutchinson County', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Juarez', 'Native State': 'Mexico'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Hughes, Billy George', 'TDCJ Number': '000556', 'Date of Birth': '01/28/1952', 'Date Received': '09/17/1976', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/04/1976', 'Age': '24', 'County': 'Matagorda', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '165', 'Eye Color': 'Blue', 'Native County': 'Baldwin', 'Native State': 'Alabama'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Foust, Aaron Christopher', 'TDCJ Number': '999268', 'Date of Birth': '7/28/72', 'Date Received': '5/19/98', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '5/18/97', 'Age': '24', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'n/a', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '180', 'Eye Color': 'n/a', 'Native County': 'Lafayette', 'Native State': 'Tennessee'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Photo not available': 'Name', 'TDCJ Number': '887', 'Date of Birth': '6/11/1965', 'Date Received': '10/23/1987', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '7/23/1986', 'Age (at the time of Offense)': '21', 'County': 'Clay (change of venue from Montague)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Red', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '232', 'Eye Color': 'Brown', 'Native County': 'Brunswick', 'Native State': 'Georgia'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Cantu, Ruben Montoya', 'TDCJ Number': '804', 'Date of Birth': '12/5/66', 'Date Received': '9/10/85', 'Age (when Received)': '18', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '11/8/84', 'Age (at the time of Offense)': '17', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″/td>\\\\r\\\\n ', 'Weight (in Pounds)': '142', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Hernandez, Ramon Pedro', 'TDCJ Number': '667', 'Date of Birth': '03/02/1942', 'Date Received': '09/30/1980', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '06/20/1980', 'Age (at the time of Offense)': '38', 'County': 'El Paso ', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '130', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Autry, James David', 'TDCJ Number': '670', 'Date of Birth': '9/27/1954', 'Date Received': '10/10/1980', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '4/20/1980', 'Age (at the time of Offense)': '25', 'County': 'Jefferson', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '137', 'Eye Color': 'Brown', 'Native County': 'Potter', 'Native State': 'Texas'}\",\n", " \"{'Photo not available': 'Name', 'TDCJ Number': '592', 'Date of Birth': '9/1/1942', 'Date Received': '4/25/1978', 'Age (when Received)': '35', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/14/1976', 'Age (at the time of Offense)': '34', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '150', 'Eye Color': 'mar (according to DPS records)', 'Native County': 'Tarrant', 'Native State': 'Texas'}\"],\n", " dtype=object)" ] }, "execution_count": 89, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['Offender_info_v2'].values" ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [], "source": [ "import json\n", "def get_info(summary, col_name):\n", " \n", " try:\n", " summary_dict = eval(summary)\n", " return summary_dict[col_name]\n", " except:\n", " return 'error'\n", "\n", " \n", "df['PriorOccupation'] = df.apply(lambda x: get_info(x['Summary'], 'Prior Occupation'), axis=1)\n", "df['PriorPrison'] = df.apply(lambda x: get_info(x['Summary'], 'Prior Prison Record'), axis=1)\n", "df['CrimeSummary'] = df.apply(lambda x: get_info(x['Summary'], 'Summary of Incident'), axis=1)\n", "df['CoDefendants'] = df.apply(lambda x: get_info(x['Summary'], 'Co-Defendants'), axis=1)\n", "df['VictimStats'] = df.apply(lambda x: get_info(x['Summary'], 'Race and Gender of Victim'), axis=1)\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Unnamed: 0Unnamed: 0.1ExecutionOffender InformationLast StatementLast NameFirst NameTDCJNumberAgeDate...date_receivedage_receivededucation_levelage_crimenative_countynative_stateweight_lbsheighteye_colorhair_color
001566dr_info/halljusten.htmldr_info/halljustenlast.htmlHallJusten9994973811/6/2019...05/11/200523921El PasoTexas1976′5″HazelBrown
112565dr_info/sparksrobert.htmldr_info/sparksrobertlast.htmlSparksRobert999542459/25/2019...01/08/200934833DallasTexas2475′ 7″BrownBlack
223564dr_info/solizmarkanthony.htmldr_info/solizmarkanthonylast.htmlSolizMark999571379/10/2019...03/28/201230828TarrantTexas1775′ 5″BrownBlack
334563dr_info/crutsingerbilly.htmldr_info/crutsingerbillylast.htmlCrutsingerBilly999459649/4/2019...10/08/2003491148TarrantTexas2175′ 9″GreenGray
445562dr_info/swearingenlarry.htmldr_info/swearingenlarrylast.htmlSwearingenLarry999361488/21/2019...7/12/2000error1127MontgomeryTexas1945′ 10″BlueBrown
..................................................................
5615615625dr_info/skillerndoyle.jpgdr_info/skillerndoylelast.htmlSkillernDoyle5184901/16/1985...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5625625634dr_info/barefootthomas.jpgdr_info/barefootthomaslast.htmlBarefootThomas6213910/30/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5635635643dr_info/obryanronald.jpgdr_info/obryanronaldlast.htmlO'BryanRonald5293903/31/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5645645652dr_info/autryjames.htmldr_info/no_last_statement.htmlAutryJames6702903/14/1984...10/10/1980error625PotterTexas1375′ 8″BrownBrown
5655655661dr_info/brookscharlie.htmldr_info/brookscharlielast.htmlBrooks, Jr.Charlie5924012/07/1982...4/25/1978error1234TarrantTexas1505′ 9″mar (according to DPS records)Black
\n", "

566 rows × 32 columns

\n", "
" ], "text/plain": [ " Unnamed: 0 Unnamed: 0.1 Execution Offender Information \\\n", "0 0 1 566 dr_info/halljusten.html \n", "1 1 2 565 dr_info/sparksrobert.html \n", "2 2 3 564 dr_info/solizmarkanthony.html \n", "3 3 4 563 dr_info/crutsingerbilly.html \n", "4 4 5 562 dr_info/swearingenlarry.html \n", ".. ... ... ... ... \n", "561 561 562 5 dr_info/skillerndoyle.jpg \n", "562 562 563 4 dr_info/barefootthomas.jpg \n", "563 563 564 3 dr_info/obryanronald.jpg \n", "564 564 565 2 dr_info/autryjames.html \n", "565 565 566 1 dr_info/brookscharlie.html \n", "\n", " Last Statement Last Name First Name TDCJNumber \\\n", "0 dr_info/halljustenlast.html Hall Justen 999497 \n", "1 dr_info/sparksrobertlast.html Sparks Robert 999542 \n", "2 dr_info/solizmarkanthonylast.html Soliz Mark 999571 \n", "3 dr_info/crutsingerbillylast.html Crutsinger Billy 999459 \n", "4 dr_info/swearingenlarrylast.html Swearingen Larry 999361 \n", ".. ... ... ... ... \n", "561 dr_info/skillerndoylelast.html Skillern Doyle 518 \n", "562 dr_info/barefootthomaslast.html Barefoot Thomas 621 \n", "563 dr_info/obryanronaldlast.html O'Bryan Ronald 529 \n", "564 dr_info/no_last_statement.html Autry James 670 \n", "565 dr_info/brookscharlielast.html Brooks, Jr. Charlie 592 \n", "\n", " Age Date ... date_received age_received education_level \\\n", "0 38 11/6/2019 ... 05/11/2005 23 9 \n", "1 45 9/25/2019 ... 01/08/2009 34 8 \n", "2 37 9/10/2019 ... 03/28/2012 30 8 \n", "3 64 9/4/2019 ... 10/08/2003 49 11 \n", "4 48 8/21/2019 ... 7/12/2000 error 11 \n", ".. ... ... ... ... ... ... \n", "561 49 01/16/1985 ... error error error \n", "562 39 10/30/1984 ... error error error \n", "563 39 03/31/1984 ... error error error \n", "564 29 03/14/1984 ... 10/10/1980 error 6 \n", "565 40 12/07/1982 ... 4/25/1978 error 12 \n", "\n", " age_crime native_county native_state weight_lbs height \\\n", "0 21 El Paso Texas 197 6′5″ \n", "1 33 Dallas Texas 247 5′ 7″ \n", "2 28 Tarrant Texas 177 5′ 5″ \n", "3 48 Tarrant Texas 217 5′ 9″ \n", "4 27 Montgomery Texas 194 5′ 10″ \n", ".. ... ... ... ... ... \n", "561 error error error error error \n", "562 error error error error error \n", "563 error error error error error \n", "564 25 Potter Texas 137 5′ 8″ \n", "565 34 Tarrant Texas 150 5′ 9″ \n", "\n", " eye_color hair_color \n", "0 Hazel Brown \n", "1 Brown Black \n", "2 Brown Black \n", "3 Green Gray \n", "4 Blue Brown \n", ".. ... ... \n", "561 error error \n", "562 error error \n", "563 error error \n", "564 Brown Brown \n", "565 mar (according to DPS records) Black \n", "\n", "[566 rows x 32 columns]" ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['dob'] = df.apply(lambda x: get_info(x['Offender Info'], 'Date of Birth'), axis=1)\n", "df['date_received'] = df.apply(lambda x: get_info(x['Offender Info'], 'Date Received'), axis=1)\n", "df['age_received'] = df.apply(lambda x: get_info(x['Offender Info'], 'Age (when Received)'), axis=1)\n", "df['education_level'] = df.apply(lambda x: get_info(x['Offender Info'], 'Education Level (Highest Grade Completed)'), axis=1)\n", "df['age_crime'] = df.apply(lambda x: get_info(x['Offender Info'], 'Age (at the time of Offense)'), axis=1)\n", "df['native_county'] = df.apply(lambda x: get_info(x['Offender Info'], 'Native County'), axis=1)\n", "df['native_state'] = df.apply(lambda x: get_info(x['Offender Info'], 'Native State'), axis=1)\n", "df['weight_lbs'] = df.apply(lambda x: get_info(x['Offender Info'], 'Weight (in Pounds)'), axis=1)\n", "df['height'] = df.apply(lambda x: get_info(x['Offender Info'], 'Height (in Feet and Inches)'), axis=1)\n", "df['eye_color'] = df.apply(lambda x: get_info(x['Offender Info'], 'Eye Color'), axis=1)\n", "df['hair_color'] = df.apply(lambda x: get_info(x['Offender Info'], 'Hair Color'), axis=1)\n", "df" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['Unnamed: 0', 'Unnamed: 0.1', 'Execution', 'Offender Information',\n", " 'Last Statement', 'Last Name', 'First Name', 'TDCJNumber', 'Age',\n", " 'Date', 'Race', 'County', 'Last Statement Text', 'Offender Info',\n", " 'Summary', 'Offender_info_v2', 'PriorOccupation', 'PriorPrison',\n", " 'CrimeSummary', 'CoDefendants', 'VictimStats', 'dob', 'date_received',\n", " 'age_received', 'education_level', 'age_crime', 'native_county',\n", " 'native_state', 'weight_lbs', 'height', 'eye_color', 'hair_color'],\n", " dtype='object')" ] }, "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.columns" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [], "source": [ "columns = [\n", " 'Execution', \n", " 'Last Name', \n", " 'First Name', \n", " 'TDCJNumber', \n", " 'Age', 'Date', \n", " 'Race', \n", " 'County', \n", " 'PriorOccupation', \n", " 'PriorPrison',\n", " 'CoDefendants',\n", " 'VictimStats',\n", " 'age_received',\n", " 'education_level', \n", " 'age_crime', \n", " 'native_county', \n", " 'native_state',\n", " 'weight_lbs', \n", " 'height', \n", " 'eye_color', \n", " 'hair_color',\n", " 'Last Statement Text']\n", "df1 = pd.DataFrame(df, columns=columns)" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [], "source": [ "df1.to_csv('V7_final_statements.csv')" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Unnamed: 0Unnamed: 0.1ExecutionOffender InformationLast StatementLast NameFirst NameTDCJNumberAgeDate...date_receivedage_receivededucation_levelage_crimenative_countynative_stateweight_lbsheighteye_colorhair_color
001566dr_info/halljusten.htmldr_info/halljustenlast.htmlHallJusten9994973811/6/2019...05/11/200523921El PasoTexas1976′5″HazelBrown
112565dr_info/sparksrobert.htmldr_info/sparksrobertlast.htmlSparksRobert999542459/25/2019...01/08/200934833DallasTexas2475′ 7″BrownBlack
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334563dr_info/crutsingerbilly.htmldr_info/crutsingerbillylast.htmlCrutsingerBilly999459649/4/2019...10/08/2003491148TarrantTexas2175′ 9″GreenGray
445562dr_info/swearingenlarry.htmldr_info/swearingenlarrylast.htmlSwearingenLarry999361488/21/2019...7/12/2000error1127MontgomeryTexas1945′ 10″BlueBrown
..................................................................
5615615625dr_info/skillerndoyle.jpgdr_info/skillerndoylelast.htmlSkillernDoyle5184901/16/1985...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5625625634dr_info/barefootthomas.jpgdr_info/barefootthomaslast.htmlBarefootThomas6213910/30/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5635635643dr_info/obryanronald.jpgdr_info/obryanronaldlast.htmlO'BryanRonald5293903/31/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5645645652dr_info/autryjames.htmldr_info/no_last_statement.htmlAutryJames6702903/14/1984...10/10/1980error625PotterTexas1375′ 8″BrownBrown
5655655661dr_info/brookscharlie.htmldr_info/brookscharlielast.htmlBrooks, Jr.Charlie5924012/07/1982...4/25/1978error1234TarrantTexas1505′ 9″mar (according to DPS records)Black
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566 rows × 32 columns

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" ], "text/plain": [ " Unnamed: 0 Unnamed: 0.1 Execution Offender Information \\\n", "0 0 1 566 dr_info/halljusten.html \n", "1 1 2 565 dr_info/sparksrobert.html \n", "2 2 3 564 dr_info/solizmarkanthony.html \n", "3 3 4 563 dr_info/crutsingerbilly.html \n", "4 4 5 562 dr_info/swearingenlarry.html \n", ".. ... ... ... ... \n", "561 561 562 5 dr_info/skillerndoyle.jpg \n", "562 562 563 4 dr_info/barefootthomas.jpg \n", "563 563 564 3 dr_info/obryanronald.jpg \n", "564 564 565 2 dr_info/autryjames.html \n", "565 565 566 1 dr_info/brookscharlie.html \n", "\n", " Last Statement Last Name First Name TDCJNumber \\\n", "0 dr_info/halljustenlast.html Hall Justen 999497 \n", "1 dr_info/sparksrobertlast.html Sparks Robert 999542 \n", "2 dr_info/solizmarkanthonylast.html Soliz Mark 999571 \n", "3 dr_info/crutsingerbillylast.html Crutsinger Billy 999459 \n", "4 dr_info/swearingenlarrylast.html Swearingen Larry 999361 \n", ".. ... ... ... ... \n", "561 dr_info/skillerndoylelast.html Skillern Doyle 518 \n", "562 dr_info/barefootthomaslast.html Barefoot Thomas 621 \n", "563 dr_info/obryanronaldlast.html O'Bryan Ronald 529 \n", "564 dr_info/no_last_statement.html Autry James 670 \n", "565 dr_info/brookscharlielast.html Brooks, Jr. Charlie 592 \n", "\n", " Age Date ... date_received age_received education_level \\\n", "0 38 11/6/2019 ... 05/11/2005 23 9 \n", "1 45 9/25/2019 ... 01/08/2009 34 8 \n", "2 37 9/10/2019 ... 03/28/2012 30 8 \n", "3 64 9/4/2019 ... 10/08/2003 49 11 \n", "4 48 8/21/2019 ... 7/12/2000 error 11 \n", ".. ... ... ... ... ... ... \n", "561 49 01/16/1985 ... error error error \n", "562 39 10/30/1984 ... error error error \n", "563 39 03/31/1984 ... error error error \n", "564 29 03/14/1984 ... 10/10/1980 error 6 \n", "565 40 12/07/1982 ... 4/25/1978 error 12 \n", "\n", " age_crime native_county native_state weight_lbs height \\\n", "0 21 El Paso Texas 197 6′5″ \n", "1 33 Dallas Texas 247 5′ 7″ \n", "2 28 Tarrant Texas 177 5′ 5″ \n", "3 48 Tarrant Texas 217 5′ 9″ \n", "4 27 Montgomery Texas 194 5′ 10″ \n", ".. ... ... ... ... ... \n", "561 error error error error error \n", "562 error error error error error \n", "563 error error error error error \n", "564 25 Potter Texas 137 5′ 8″ \n", "565 34 Tarrant Texas 150 5′ 9″ \n", "\n", " eye_color hair_color \n", "0 Hazel Brown \n", "1 Brown Black \n", "2 Brown Black \n", "3 Green Gray \n", "4 Blue Brown \n", ".. ... ... \n", "561 error error \n", "562 error error \n", "563 error error \n", "564 Brown Brown \n", "565 mar (according to DPS records) Black \n", "\n", "[566 rows x 32 columns]" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "code", "execution_count": 96, "metadata": {}, "outputs": [], "source": [ "jpgs = df[df['Offender Information'].str.contains('.jpg', na=False)]" ] }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "380" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(jpgs)" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "566" ] }, "execution_count": 98, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(df)" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [], "source": [ "errors = df[df['date_received'].str.contains('error', na=False)]" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "393" ] }, "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(errors)" ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [], "source": [ "age = df[df['Offender Info'].str.contains('Age', na=False)]" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "173" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(age)" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([\"{'Name': 'Hall, Justen Grant', 'TDCJ Number': '999497', 'Date of Birth': '06/16/1981', 'Date Received': '05/11/2005', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '10/28/2002', 'Age (at the time of Offense)': '21', 'County': 'El Paso', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′5″', 'Weight (in Pounds)': '197', 'Eye Color': 'Hazel', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sparks, Robert', 'TDCJ Number': '999542', 'Date of Birth': '02/13/1974', 'Date Received': '01/08/2009', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '09/15/2007', 'Age (at the time of Offense)': '33', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '247', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Soliz, Mark Anthony', 'TDCJ Number': '999571', 'Date of Birth': '01/27/1982', 'Date Received': '03/28/2012', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '06/29/2010', 'Age (at the time of Offense)': '28', 'County': 'Johnson', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '177', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Crutsinger, Billy Jack', 'TDCJ Number': '999459', 'Date of Birth': '10/05/1954', 'Date Received': '10/08/2003', 'Age (when Received)': '49', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '04/06/2003', 'Age (at the time of Offense)': '48', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '217', 'Eye Color': 'Green', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Larry Ray Swearingen', 'TDCJ Number': '999361', 'Date of Birth': '5/21/1971', 'Date Received': '7/12/2000', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '12/8/1998', 'Age (at the time of Offense)': '27', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '194', 'Eye Color': 'Blue', 'Native County': 'Montgomery', 'Native State': 'Texas'}\",\n", " \"{'Name': 'King, John William', 'TDCJ Number': '999295', 'Date of Birth': '11/03/1974', 'Date Received': '02/25/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/07/1998', 'Age (at the time of Offense)': '23', 'County': 'Jasper', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Atlanta', 'Native State': 'Georgia'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Braziel, Alvin Avon Jr.', 'TDCJ Number': '999393', 'Date of Birth': '3/16/1975', 'Date Received': '8/9/2001', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '9/21/1993', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '166', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Joseph Christopher', 'TDCJ Number': '999441', 'Date of Birth': '11/06/1971', 'Date Received': '02/14/2003', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '29', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '202', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Acker, Daniel Clate', 'TDCJ Number': '999381', 'Date of Birth': '10/09/1971', 'Date Received': '04/02/2001', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '03/12/2000', 'Age (at the time of Offense)': '28', 'County': 'Hopkins', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '295', 'Eye Color': 'Brown', 'Native County': 'Hunt', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Clark, Troy', 'TDCJ Number': '999351', 'Date of Birth': '9/2/1967', 'Date Received': '3/31/2000', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '6 years', 'Date of Offense': '5/19/1998', 'Age (at the time of Offense)': '30', 'County': 'Smith', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '159', 'Eye Color': 'Blue', 'Native County': 'Bexar County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Young, Christopher Anthony', 'TDCJ Number': '999508', 'Date of Birth': '09/24/1983', 'Date Received': '03/31/2006', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '11/21/2004', 'Age (at the time of Offense)': '21', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '216', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Bible, Danny Paul', 'TDCJ Number': '999455', 'Date of Birth': '08/28/1951', 'Date Received': '07/17/2003', 'Age (when Received)': '51', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/27/1979', 'Age (at the time of Offense)': '27', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '194', 'Eye Color': 'Blue', 'Native County': 'Brazoria', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Castillo, Juan Edward', 'TDCJ Number': '999502', 'Date of Birth': '04/03/1981', 'Date Received': '09/27/2005', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '12/03/2003', 'Age (at the time of Offense)': '22', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Davila, Erick Daniel', 'TDCJ Number': '999545', 'Date of Birth': '04/04/1987', 'Date Received': '02/27/2009', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '11th Grade', 'Date of Offense': '04/06/2008', 'Age (at the time of Offense)': '21', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '161', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rodriguez III, Rosendo', 'TDCJ Number': '999534', 'Date of Birth': '03/26/1980', 'Date Received': '05/14/2008', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '09/13/2005', 'Age (at the time of Offense)': '25', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Wichita', 'Native State': 'TX'}\",\n", " \"{'Name': 'Battaglia, John David', 'TDCJ Number': '999412', 'Date of Birth': '08/02/1955', 'Date Received': '05/01/2002', 'Age (when Received)': '46', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/02/2001', 'Age (at the time of Offense)': '45', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '188', 'Eye Color': 'Green', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rayford, William Earl', 'TDCJ Number': '999371', 'Date of Birth': '5/21/1953', 'Date Received': '1/4/2001', 'Age (when Received)': '47', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '11/16/99', 'Age (at the time of Offense)': '46', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 4″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Shore, Anthony', 'TDCJ Number': '999488', 'Date of Birth': '06/25/1962', 'Date Received': '11/15/2004', 'Age (when Received)': '42', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/16/1992', 'Age (at the time of Offense)': '29', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Gray', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '198', 'Eye Color': 'Brown', 'Native County': 'Pennington', 'Native State': 'South Dakota'}\",\n", " \"{'Name': 'Cardenas, Ruben Ramirez', 'TDCJ Number': '999275', 'Date of Birth': '04/07/1970', 'Date Received': '07/29/1998', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '02/22/1997', 'Age (at the time of Offense)': '26', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '204', 'Eye Color': 'Brown', 'Native County': 'Guanajuato', 'Native State': 'Mexico'}\",\n", " '{}',\n", " \"{'Name': 'Preyor, Taichin', 'TDCJ Number': '999494', 'Date of Birth': '09/02/1970', 'Date Received': '03/30/2005', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/26/2004', 'Age (at the time of Offense)': '33', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '219', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Edwards, Terry', 'TDCJ Number': '999463', 'Date of Birth': '08/10/1973', 'Date Received': '12/04/2003', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '12th grade', 'Date of Offense': '07/08/2002', 'Age (at the time of Offense)': '28', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wilkins, Christopher', 'TDCJ Number': '999533', 'Date of Birth': '09/29/1968', 'Date Received': '03/12/2008', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '10/28/2005', 'Age (at the time of Offense)': '37', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '196 lbs', 'Eye Color': 'Green', 'Native County': 'Harris County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Fuller Jr., Barney Ronald', 'TDCJ Number': '999481', 'Date of Birth': '08/12/1958', 'Date Received': '07/21/2004', 'Age (when Received)': '45', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '05/14/2003', 'Age (at the time of Offense)': '44', 'County': 'Houston', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '225', 'Eye Color': 'Brown', 'Native County': 'Summit', 'Native State': 'Ohio'}\",\n", " \"{'Name': 'Vasquez, Pablo Lucio', 'TDCJ Number': '999297', 'Date of Birth': '08/11/1977', 'Date Received': '03/30/1999', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '04/18/1998', 'Age (at the time of Offense)': '20', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dawson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ward, Adam Kelly', 'TDCJ Number': '999525', 'Date of Birth': '08/11/1982', 'Date Received': '06/27/2007', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': 'Not available.', 'Date of Offense': '06/13/2005', 'Age (at the time of Offense)': '22', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '149 lbs.', 'Eye Color': 'Hazel', 'Native County': 'Hunt County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wesbrook, Coy Wayne', 'TDCJ Number': '999281', 'Date of Birth': '2/1/58', 'Date Received': '9/2/98', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '8 years', 'Date of Offense': '11/13/97', 'Age (at the time of Offense)': '39', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '296', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Freeman, James', 'TDCJ Number': '999539', 'Date of Birth': '11/12/1980', 'Date Received': '11/10/2008', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '12th Grade', 'Date of Offense': '03/17/2007', 'Age (at the time of Offense)': '26', 'County': 'Wharton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '155', 'Eye Color': 'Brown', 'Native County': 'Wharton County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Masterson, Richard Allen', 'TDCJ Number': '999414', 'Date of Birth': '03/05/1972', 'Date Received': '05/15/2002', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '02/09/2001', 'Age (at the time of Offense)': '28', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '233', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Holiday, Raphael Deon', 'TDCJ Number': '999419', 'Date of Birth': '07/20/1979', 'Date Received': '06/21/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/06/2000', 'Age (at the time of Offense)': '21', 'County': 'Walker, on change of venue from Madison County', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '194', 'Eye Color': 'Brown', 'Native County': 'Grimes', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Escamilla, Licho', 'TDCJ Number': '999432', 'Date of Birth': '07/03/1982', 'Date Received': '11/01/2002', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '11/25/2001', 'Age (at the time of Offense)': '20', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '156', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Juan Martin', 'TDCJ Number': '999360', 'Date of Birth': '2/18/1980', 'Date Received': '6/21/2000', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '9/17/1998', 'Age (at the time of Offense)': '18', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '183', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Lopez, Daniel', 'TDCJ Number': '999555', 'Date of Birth': '09/15/1987', 'Date Received': '03/16/2010', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10th grade', 'Date of Offense': '03/11/2009', 'Age (at the time of Offense)': '21', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '140 lbs.', 'Eye Color': 'Brown', 'Native County': 'Nueces County', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Russeau, Gregory Lynn', 'TDCJ Number': '999430', 'Date of Birth': '10/11/1969', 'Date Received': '10/15/2002', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '05/30/2001', 'Age (at the time of Offense)': '31', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '299', 'Eye Color': 'Brown', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Charles, Derrick Dewayne', 'TDCJ Number': '999451', 'Date of Birth': '09/06/1982', 'Date Received': '05/27/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '07/02/2002', 'Age (at the time of Offense)': '19', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '05′ 9″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garza, Jr., Manuel', 'TDCJ Number': '999434', 'Date of Birth': '08/08/1980', 'Date Received': '11/08/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/02/2001', 'Age (at the time of Offense)': '20', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sprouse, Kent William', 'TDCJ Number': '999471', 'Date of Birth': '8/9/1972', 'Date Received': '3/1/2004', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '10/6/2002', 'Age (at the time of Offense)': '30', 'County': 'Ellis', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '222', 'Eye Color': 'Hazel', 'Native County': 'Boone', 'Native State': 'Missouri'}\",\n", " \"{'Name': 'Vasquez, Manuel', 'TDCJ Number': '999336', 'Date of Birth': '06/16/1968', 'Date Received': '11/30/1999', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '03/19/1998', 'Age (at the time of Offense)': '29', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '195', 'Eye Color': 'Brown', 'Native County': 'Jerome', 'Native State': 'Idaho'}\",\n", " \"{'Name': 'Donald Newbury', 'TDCJ Number': '999403', 'Date of Birth': '05/18/1962', 'Date Received': '01/28/2002', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '38', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '215', 'Eye Color': 'Brown', 'Native County': 'Bernalillo', 'Native State': 'New Mexico'}\",\n", " \"{'Name': 'Ladd, Robert Charles', 'TDCJ Number': '999237', 'Date of Birth': '3/19/57', 'Date Received': '8/29/97', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '9/25/96', 'Age (at the time of Offense)': '39', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Weight (in Pounds)': '232', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Paredes, Miguel Angel', 'TDCJ Number': '999400', 'Date of Birth': '08/08/1982', 'Date Received': '11/09/2001', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '09/17/2000', 'Age (at the time of Offense)': '18', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '254', 'Eye Color': 'Brown', 'Native County': 'Cook', 'Native State': 'Illinois'}\",\n", " \"{'Name': 'Coleman, Lisa', 'TDCJ Number': '999511', 'Date of Birth': '10/06/1975', 'Date Received': '06/22/2006', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '07/26/2004', 'Age (at the time of Offense)': '28', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Female', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '189', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Villegas, Jr., Jose Luis', 'TDCJ Number': '999417', 'Date of Birth': '04/14/1975', 'Date Received': '05/21/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '01/22/2001', 'Age (at the time of Offense)': '27', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '186', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Ramiro', 'TDCJ Number': '999342', 'Date of Birth': '10/05/1969', 'Date Received': '02/11/2000', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '4', 'Date of Offense': '10/15/1997', 'Age (at the time of Offense)': '28', 'County': 'Bandera', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 2″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Tamaulipas (Mexico)', 'Native State': 'n/a'}\",\n", " \"{'Name': 'Tommy Lynn Sells', 'TDCJ Number': '999367', 'Date of Birth': '6/28/1964', 'Date Received': '11/8/2000', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '12/31/1999', 'Age (at the time of Offense)': '35', 'County': 'Val Verde', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '195', 'Eye Color': 'Hazel', 'Native County': 'Alameda', 'Native State': 'California'}\",\n", " \"{'Name': 'Doyle, Anthony Dewayne', 'TDCJ Number': '999478', 'Date of Birth': '10/16/1984', 'Date Received': '05/28/2004', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '01/16/2003', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 07″', 'Weight (in Pounds)': '182', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Jasper, Ray', 'TDCJ Number': '999341', 'Date of Birth': '08/25/1980', 'Date Received': '02/04/2000', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '11/29/1998', 'Age (at the time of Offense)': '19', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '139', 'Eye Color': 'Brown', 'Native Country': 'Netherlands', 'Native State': 'n/a'}\",\n", " \"{'Name': 'Basso, Suzanne Margaret', 'TDCJ Number': '999329', 'Date of Birth': '05/15/1954', 'Date Received': '10/28/1999', 'Age (when Received)': '45', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/25/1998', 'Age (at the time of Offense)': '44', 'County': 'Harris', 'Race': 'White', 'Gender': 'Female', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '5′ 2″', 'Weight (in Pounds)': '141', 'Eye Color': 'Blue', 'Native County': 'Albany', 'Native State': 'New York'}\",\n", " '{}',\n", " \"{'Name': 'Martin, Jerry Duane', 'TDCJ Number': '999552', 'Date of Birth': '03/28/1970', 'Date Received': '02/17/2009', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10th Grade', 'Date of Offense': '09/24/2007', 'Age (at the time of Offense)': '37', 'County': 'Leon C/V from Walker', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '169 lbs.', 'Eye Color': 'Brown', 'Native County': 'Collin', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Yowell, Michael J.', 'TDCJ Number': '999334', 'Date of Birth': '01/25/1970', 'Date Received': '11/23/1999', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '05/09/1998', 'Age (at the time of Offense)': '28', 'County': 'Lubbock', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '188', 'Eye Color': 'Hazel', 'Native County': 'Lubbock', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Diaz, Arturo Eleazar', 'TDCJ Number': '999345', 'Date of Birth': '12/27/1975', 'Date Received': '2/20/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '04/03/1999', 'Age (at the time of Offense)': '23', 'County': 'Hidalgo', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '200', 'Eye Color': 'Brown', 'Native County': 'Hidalgo', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garza, Robert', 'TDCJ Number': '999466', 'Date of Birth': '05/15/1982', 'Date Received': '12/18/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '09/05/2002', 'Age (at the time of Offense)': '20', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '147', 'Eye Color': 'Brown', 'Native County': 'Hidalgo Co.', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Feldman, Douglas Alan', 'TDCJ Number': '999326', 'Date of Birth': '06/19/1958', 'Date Received': '09/22/1999', 'Age (when Received)': '41', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/25/1998', 'Age (at the time of Offense)': '40', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '198', 'Eye Color': 'Blue', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ross, Vaughn', 'TDCJ Number': '999429', 'Date of Birth': '09/04/1971', 'Date Received': '10/01/2002', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '01/31/2001', 'Age (at the time of Offense)': '29', 'County': 'Lubbock', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Saint Louis', 'Native State': 'Missouri'}\",\n", " \"{'Name': 'Quintanilla, Jr., John Manuel', 'TDCJ Number': '999491', 'Date of Birth': '12/09/1976', 'Date Received': '12/08/2004', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '11/24/2002', 'Age (at the time of Offense)': '25', 'County': 'Victoria', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '153', 'Eye Color': 'Brown', 'Native County': 'Calhoun', 'Native State': 'Texas'}\",\n", " \"{'Name': 'McCarthy, Kimberly Lagayle', 'TDCJ Number': '999287', 'Date of Birth': '05/11/1961', 'Date Received': '12/07/1998', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '07/21/1997', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Female', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '188', 'Eye Color': 'Brown', 'Native County': 'Hunt', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Elroy Chester', 'TDCJ Number': '999280', 'Date of Birth': '6/14/1969', 'Date Received': '9/26/1998', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '2/6/1998', 'Age (at the time of Offense)': '28', 'County': 'Jefferson', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '160', 'Eye Color': 'Brown', 'Native County': 'Jefferson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Williams, Jefferey Demond', 'TDCJ Number': '999350', 'Date of Birth': '12/16/1975', 'Date Received': '3/29/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '5/19/1999', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '153 lbs.', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Parr, Carroll Joe', 'TDCJ Number': '999479', 'Date of Birth': '10/18/1977', 'Date Received': '06/04/2004', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '03', 'Date of Offense': '01/11/2003', 'Age (at the time of Offense)': '25', 'County': 'McLennan', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '178', 'Eye Color': 'Brown', 'Native County': 'McLennan', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Cobb,Richard Aaron', 'TDCJ Number': '999467', 'Date of Birth': '04/02/1984', 'Date Received': '01/23/2004', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/02/2002', 'Age (at the time of Offense)': '18', 'County': 'Cherokee', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '05′ 10″', 'Weight (in Pounds)': '150', 'Eye Color': 'Blue', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Threadgill, Ronnie Paul', 'TDCJ Number': '999424', 'Date of Birth': '02/20/1973', 'Date Received': '07/22/2002', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/14/2001', 'Age (at the time of Offense)': '28', 'County': 'Navarro', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Lewis, Rickey Lynn', 'TDCJ Number': '999097', 'Date of Birth': '07/21/1962', 'Date Received': '05/06/1994', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/17/1990', 'Age (at the time of Offense)': '28', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '146', 'Eye Color': 'Brown', 'Native County': 'Smith', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Hernandez, Ramon Torres', 'TDCJ Number': '999431', 'Date of Birth': '11/08/1971', 'Date Received': '10/21/2002', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '03/31/2001', 'Age (at the time of Offense)': '29', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '163', 'Eye Color': 'Hazel', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Swain, Mario', 'TDCJ Number': '999475', 'Date of Birth': '02/28/1979', 'Date Received': '04/08/2004', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/27/2002', 'Age (at the time of Offense)': '23', 'County': 'Gregg', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '139', 'Eye Color': 'Brown', 'Native County': 'Los Angeles', 'Native State': 'California'}\",\n", " \"{'Name': 'Roberts Jr., Donnie Lee', 'TDCJ Number': '999487', 'Date of Birth': '02/09/1971', 'Date Received': '10/28/2004', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '10/15/2003', 'Age (at the time of Offense)': '32', 'County': 'Polk', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '223', 'Eye Color': 'Blue', 'Native County': 'Natchitoches Parish', 'Native State': 'Louisiana'}\",\n", " '{}', 'no link',\n", " \"{'Name': 'Foster, Cleve', 'TDCJ Number': '999470', 'Date of Birth': '10/24/1963', 'Date Received': '3/1/2004', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/14/2002', 'Age (at the time of Offense)': '38', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '260', 'Eye Color': 'Blue', 'Native County': 'Henderson', 'Native State': 'Kentucky'}\",\n", " \"{'Name': 'Robert Wayne Harris', 'TDCJ Number': '999364', 'Date of Birth': '2/28/1972', 'Date Received': '10/6/2000', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '3/20/2000', 'Age (at the time of Offense)': '28', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '182', 'Eye Color': 'Black', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Hearn, Yokamon L.', 'TDCJ Number': '999292', 'Date of Birth': '11/6/78', 'Date Received': '12/31/98', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '3/26/98', 'Age (at the time of Offense)': '19', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Adams, Beunka', 'TDCJ Number': '999486', 'Date of Birth': '12/10/1982', 'Date Received': '08/30/2004', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '09/02/2002', 'Age (at the time of Offense)': '19', 'County': 'Cherokee', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height': '5′ 6″', 'Weight (in Pounds)': '179', 'Eye Color': 'Brown', 'Native County': 'Cherokee', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Jesse Joe', 'TDCJ Number': '999425', 'Date of Birth': '06/08/1964', 'Date Received': '08/08/2002', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '04/11/2001', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '145', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Thurmond, Keith Steven', 'TDCJ Number': '999435', 'Date of Birth': '10/31/1959', 'Date Received': '11/14/2002', 'Age (when Received)': '43', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '09/25/2001', 'Age (at the time of Offense)': '41', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '220', 'Eye Color': 'Brown', 'Native County': 'Fort Knox', 'Native State': 'Kentucky'}\",\n", " \"{'Name': 'Rivas, George', 'TDCJ Number': '999394', 'Date of Birth': '5/6/1970', 'Date Received': '8/29/2001', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '30', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '214', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hernandez, Rodrigo', 'TDCJ Number': '999474', 'Date of Birth': '06/27/1973', 'Date Received': '04/07/2004', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '02/19/1994', 'Age (at the time of Offense)': '20', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '202', 'Eye Color': 'Brown', 'Native County': 'Zavala', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Esparza, Guadalupe', 'TDCJ Number': '999385', 'Date of Birth': '11/21/1964', 'Date Received': '05/25/2001', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/30/1999', 'Age (at the time of Offense)': '34', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 4″', 'Weight (in Pounds)': '193', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Garcia, Frank Martinez', 'TDCJ Number': '999418', 'Date of Birth': '10/21/1972', 'Date Received': '06/10/2002', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '03/29/2001', 'Age (at the time of Offense)': '28', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '169', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Brewer, Lawrence Russell', 'TDCJ Number': '999327', 'Date of Birth': '03/13/1967', 'Date Received': '09/23/1999', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '06/07/1998', 'Age (at the time of Offense)': '31', 'County': 'Brazos (on a change of venue from Jasper)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Lamar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Woods, Jr., Steven Michael', 'TDCJ Number': '999427', 'Date of Birth': '04/17/1980', 'Date Received': '08/27/2002', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '05/02/2001', 'Age (at the time of Offense)': '21', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '152', 'Eye Color': 'Brown', 'Native County': 'Wayne', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Robles, Martin', 'TDCJ Number': '999457', 'Date of Birth': '05/12/1978', 'Date Received': '09/23/2003', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '08', 'Date of Offense': '11/12/2002', 'Age (at the time of Offense)': '24', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Mark Stroman', 'TDCJ Number': '999409', 'Date of Birth': '10/13/1969', 'Date Received': '04/05/2002', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '10/04/2001', 'Age (at the time of Offense)': '31', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '223', 'Eye Color': 'Hazel', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Mathis, Milton Wuzael', 'TDCJ Number': '999337', 'Date of Birth': '03/11/79', 'Date Received': '12/09/99', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '12/15/98', 'Age (at the time of Offense)': '19', 'County': 'Fort Bend', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '193', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Taylor, Lee Andrew', 'TDCJ Number': '999344', 'Date of Birth': '01/08/1979', 'Date Received': '02/22/2000', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/01/1999', 'Age (at the time of Offense)': '20', 'County': 'Bowie', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '207', 'Eye Color': 'Brown', 'Native County': 'Galveston', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Kerr, Cary D.', 'TDCJ Number': '999449', 'Date of Birth': '10/06/1964', 'Date Received': '04/17/2003', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '07/12/2001', 'Age (at the time of Offense)': '36', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '219', 'Eye Color': 'Green', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Adams, Timothy Wayne', 'TDCJ Number': '999448', 'Date of Birth': '08/22/1968', 'Date Received': '04/17/2003', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/20/2002', 'Age (at the time of Offense)': '33', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′6″', 'Weight (in Pounds)': '241', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hall, Michael Wayne', 'TDCJ Number': '999346', 'Date of Birth': '04/06/1979', 'Date Received': '03/02/2000', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '02/15/1998', 'Age (at the time of Offense)': '18', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '218', 'Eye Color': 'Hazel', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wooten, Larry', 'TDCJ Number': '999269', 'Date of Birth': '12/10/58', 'Date Received': '5/21/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '9/3/96', 'Age (at the time of Offense)': '37', 'County': 'Lamar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '183', 'Eye Color': 'Brown', 'Native County': 'Lamar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Jackson, Derrick L.', 'TDCJ Number': '999263', 'Date of Birth': '6/13/68', 'Date Received': '4/22/98', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '11 years (GED)', 'Date of Offense': '9/11/88', 'Age (at the time of Offense)': '20', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 1″', 'Weight (in Pounds)': '160', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Perry, Michael James', 'TDCJ Number': '999444', 'Date of Birth': '04/09/1982', 'Date Received': '03/03/2003', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '10/24/2001', 'Age (at the time of Offense)': '19', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '132', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Cannady, Rogelio', 'TDCJ Number': '999245', 'Date of Birth': '5/29/72', 'Date Received': '12/5/97', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '8 years', 'Date of Offense': '10/10/93', 'Age (at the time of Offense)': '21', 'County': 'Bee', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Val Verde', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Galloway, Billy John', 'TDCJ Number': '999349', 'Date of Birth': '03/22/1969', 'Date Received': '03/27/2000', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '09/08/1998', 'Age (at the time of Offense)': '29', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '175', 'Eye Color': 'Blue', 'Native County': 'Onondaga', 'Native State': 'New York'}\",\n", " \"{'Name': 'Kevin Scott Varga', 'TDCJ Number': '999368', 'Date of Birth': '3/4/1969', 'Date Received': '11/20/2000', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '9/8/1998', 'Age (at the time of Offense)': '29', 'County': 'Hunt', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '203', 'Eye Color': 'Brown', 'Native County': 'Kalamazoo', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Bustamante, Samuel', 'TDCJ Number': '999380', 'Date of Birth': '12/11/1969', 'Date Received': '3/16/2001', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '1/18/1998', 'Age (at the time of Offense)': '28', 'County': 'Fort Bend', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '264', 'Eye Color': 'Brown', 'Native County': 'Wharton', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Berkley, William Josef', 'TDCJ Number': '999422', 'Date of Birth': '01/16/1979', 'Date Received': '07/18/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '03/10/2000', 'Age (at the time of Offense)': '21', 'County': 'El Paso', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '139', 'Eye Color': 'Hazel', 'Native County': 'Schwavish Hall', 'Native State': 'Germany'}\",\n", " \"{'Name': 'Alix, Franklin DeWayne', 'TDCJ Number': '999286', 'Date of Birth': '8/6/75', 'Date Received': '11/12/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '1/2/98', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′9″', 'Weight (in Pounds)': '188', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Maxwell, Joshua', 'TDCJ Number': '999408', 'Date of Birth': '05/17/1978', 'Date Received': '03/26/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '10/11/2000', 'Age (at the time of Offense)': '22', 'County': 'Bexar', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '184', 'Eye Color': 'Blue', 'Native County': 'Marion', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Sigala, Michael Adam', 'TDCJ Number': '999397', 'Date of Birth': '12/11/1977', 'Date Received': '10/29/2001', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '08/22/2000', 'Age (at the time of Offense)': '22', 'County': 'Collin', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '213', 'Eye Color': 'Hazel', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Mosley, Kenneth', 'TDCJ Number': '999243', 'Date of Birth': '9/7/58', 'Date Received': '10/20/97', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '2/15/97', 'Age (at the time of Offense)': '38', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '170', 'Eye Color': 'Brown', 'Native County': 'Flint', 'Native State': 'Michigan'}\",\n", " \"{'Name': 'Woods, Bobby Wayne', 'TDCJ Number': '999270', 'Date of Birth': '10/11/65', 'Date Received': '5/29/98', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '7 years', 'Date of Offense': '4/30/97', 'Age (at the time of Offense)': '31', 'County': 'Llano (on change of venue from Hood County)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Blonde', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '231', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Thompson, Robert Lee', 'TDCJ Number': '999276', 'Date of Birth': '4/1/75', 'Date Received': '8/10/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '12/5/96', 'Age (at the time of Offense)': '21', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '252', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Danielle Simpson', 'TDCJ Number': '999370', 'Date of Birth': '10/26/1979', 'Date Received': '12/15/2000', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '1/26/2000', 'Age (at the time of Offense)': '20', 'County': 'Anderson', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '151', 'Eye Color': 'Brown', 'Native County': 'Anderson', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Valle, Yosvanis', 'TDCJ Number': '999384', 'Date of Birth': '09/07/1975', 'Date Received': '05/09/2001', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '06/07/1999', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Habana', 'Native State': 'Cuba'}\",\n", " \"{'Name': 'Oliver, Khristian', 'TDCJ Number': '999301', 'Date of Birth': '08/26/1977', 'Date Received': '04/23/1999', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '03/17/1998', 'Age (at the time of Offense)': '20', 'County': 'Nacogdoches', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Blanton, Reginald W.', 'TDCJ Number': '999395', 'Date of Birth': '6/3/1981', 'Date Received': '9/5/2001', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '4/13/2000', 'Age (at the time of Offense)': '18', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '201', 'Eye Color': 'Brown', 'Native County': 'Alameda', 'Native State': 'California'}\",\n", " \"{'Name': 'Coleman, Christopher', 'TDCJ Number': '999239', 'Date of Birth': '12/28/71', 'Date Received': '9/10/97', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '11 years', 'Date of Offense': '12/14/95', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '185', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Hankins, Terry Lee', 'TDCJ Number': '999415', 'Date of Birth': '10/10/1974', 'Date Received': '05/20/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/26/2001', 'Age (at the time of Offense)': '26', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '180', 'Eye Color': 'Hazel', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Johnson, Derrick Lamone', 'TDCJ Number': '999339', 'Date of Birth': '09/20/1980', 'Date Received': '12/22/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '01/21/1999', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '156', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rosales, Michael', 'TDCJ Number': '999274', 'Date of Birth': '1/11/74', 'Date Received': '7/16/98', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10 years', 'Date of Offense': '6/4/97', 'Age (at the time of Offense)': '23', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '163', 'Eye Color': 'Brown', 'Native County': 'Kit Carson', 'Native State': 'Colorado'}\",\n", " \"{'Name': 'Salazar, Luis Cervantes', 'TDCJ Number': '999285', 'Date of Birth': '8/31/70', 'Date Received': '10/30/98', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '10/11/97', 'Age (at the time of Offense)': '27', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '176', 'Eye Color': 'Brown', 'Native County': 'Eastland', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, James Edward', 'TDCJ Number': '999404', 'Date of Birth': '06/09/1974', 'Date Received': '02/13/2002', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/21/2000', 'Age (at the time of Offense)': '26', 'County': 'Tarrant', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '144', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Scheanette, Dale Devon', 'TDCJ Number': '999440', 'Date of Birth': '05/07/1973', 'Date Received': '02/06/2003', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/1996', 'Age (at the time of Offense)': '23', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '162', 'Eye Color': 'Brown', 'Native County': 'Ouachita Parish', 'Native State': 'Louisiana'}\",\n", " '{}',\n", " \"{'Name': 'Ortiz, Ricardo', 'TDCJ Number': '999320', 'Date of Birth': '10/05/1962', 'Date Received': '06/24/1999', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '08/18/1997', 'Age (at the time of Offense)': '34', 'County': 'El Paso', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '209', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, Virgil Euristi', 'TDCJ Number': '999265', 'Date of Birth': '12/12/67', 'Date Received': '4/22/98', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '11 years', 'Date of Offense': '10/1/96', 'Age (at the time of Offense)': '28', 'County': 'Brazoria', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 3″', 'Weight (in Pounds)': '284', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Reginald Perkins', 'TDCJ Number': '999407', 'Date of Birth': '04/29/1955', 'Date Received': '03/22/2002', 'Age (when Received)': '46', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '12/04/2000', 'Age (at the time of Offense)': '45', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Woodruff', 'Native State': 'Arkansas'}\",\n", " '{}',\n", " \"{'Name': 'Moore, Curtis', 'TDCJ Number': '999212', 'Date of Birth': '2/26/68', 'Date Received': '01/29/98', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '11/30/95', 'Age (at the time of Offense)': '27', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '167', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hudson, Robert Jean', 'TDCJ Number': '999353', 'Date of Birth': '3/4/63', 'Date Received': '4/6/00', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '5/7/99', 'Age (at the time of Offense)': '36', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '229', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Denard Manns', 'TDCJ Number': '999405', 'Date of Birth': '12/22/1965', 'Date Received': '03/04/2002', 'Age (when Received)': '36', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '11/18/1998', 'Age (at the time of Offense)': '32', 'County': 'Bell', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '230', 'Eye Color': 'Brown', 'Native County': 'New York', 'Native State': 'New York'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Wright, Gregory Edward', 'TDCJ Number': '999253', 'Date of Birth': '11/1/65', 'Date Received': '2/5/98', 'Age (when Received)': '32', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '3/21/97', 'Age (at the time of Offense)': '31', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '170', 'Eye Color': 'Blue', 'Native County': 'Knox', 'Native State': 'Tennessee'}\",\n", " '{}',\n", " \"{'Name': 'Ries, Joseph Ray', 'TDCJ Number': '999335', 'Date of Birth': '09/18/1979', 'Date Received': '11/29/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '02/22/1999', 'Age (at the time of Offense)': '19', 'County': 'Hopkins', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '135', 'Eye Color': 'Hazel', 'Native County': 'Douglas', 'Native State': 'Oregon'}\",\n", " \"{'Name': 'Watts, Kevin', 'TDCJ Number': '999456', 'Date of Birth': '01/18/1981', 'Date Received': '09/04/2003', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '09', 'Date of Offense': '03/01/2002', 'Age (at the time of Offense)': '21', 'County': 'Bexar', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Santa Clara', 'Native State': 'California'}\",\n", " '{}',\n", " \"{'Name': 'Murray, William A.', 'TDCJ Number': '999313', 'Date of Birth': '02/13/1969', 'Date Received': '06/10/1999', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '02/10/1998', 'Age (at the time of Offense)': '28', 'County': 'Kaufman', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '158', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Rodriguez, Michael Anthony', 'TDCJ Number': '999413', 'Date of Birth': '10/29/1962', 'Date Received': '05/09/2002', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/24/2000', 'Age (at the time of Offense)': '40', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '215', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Dorsey, Leon David IV', 'TDCJ Number': '999359', 'Date of Birth': '11/17/1975', 'Date Received': '6/12/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '4/4/1994', 'Age (at the time of Offense)': '18', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '174', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Chi, Heliberto', 'TDCJ Number': '999437', 'Date of Birth': '12/28/1978', 'Date Received': '11/21/2002', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '03/24/2001', 'Age (at the time of Offense)': '22', 'County': 'Tarrant', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '205', 'Eye Color': 'Brown', 'Native County': 'San Pedrosula', 'Native State': 'Honduras'}\",\n", " '{}',\n", " \"{'Name': 'Davis, Larry Donell', 'TDCJ Number': '999316', 'Date of Birth': '10/09/1967', 'Date Received': '06/11/1999', 'Age (when Received)': '31', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/28/1995', 'Age (at the time of Offense)': '27', 'County': 'Potter', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '173', 'Eye Color': 'Brown', 'Native County': 'Parmer', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Turner, Carlton Akee', 'TDCJ Number': '999321', 'Date of Birth': '07/04/1979', 'Date Received': '07/07/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '08/08/1998', 'Age (at the time of Offense)': '19', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '184', 'Eye Color': 'Brown', 'Native County': 'Salt Lake', 'Native State': 'Utah'}\",\n", " \"{'Name': 'Chamberlain, Karl Eugene', 'TDCJ Number': '999241', 'Date of Birth': '06/20/1970', 'Date Received': '09/25/1997', 'Age (when Received)': '27', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '08/02/1991', 'Age (at the time of Offense)': '21', 'County': 'Dallas', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '261', 'Eye Color': 'Blue', 'Native County': 'Oklahoma', 'Native State': 'Oklahoma'}\",\n", " '{}',\n", " \"{'Name': 'Kimmel, Clifford Allan', 'TDCJ Number': '999347', 'Date of Birth': '07/18/1975', 'Date Received': '03/09/2000', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '05/18/1999', 'Age': '23', 'County': 'Bexar', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '194', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Roach, Tony', 'TDCJ Number': '999323', 'Date of Birth': '11/09/1976', 'Date Received': '08/18/1999', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/08/1998', 'Age': '21', 'County': 'Potter', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '169', 'Eye Color': 'Brown', 'Native County': 'Greenville', 'Native State': 'South Carolina'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Conner, Johnny Ray', 'TDCJ Number': '999324', 'Date of Birth': '04/27/1975', 'Date Received': '09/09/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '05/17/1998', 'Age (at the time of Offense)': '23', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Caddo Parish', 'Native State': 'Louisiana'}\",\n", " \"{'Name': 'Parr, Kenneth', 'TDCJ Number': '999312', 'Date of Birth': '01/16/1980', 'Date Received': '06/07/1999', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '01/21/1998', 'Age': '18', 'County': 'Matagorda', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '164', 'Eye Color': 'Brown', 'Native County': 'Matagorda', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Reyes, Gilberto Guadalupe', 'TDCJ Number': '999352', 'Date of Birth': '9/19/73', 'Date Received': '4/5/00', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '3/12/98', 'Age': '24', 'County': 'Bailey', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '129', 'Eye Color': 'Brown', 'Native County': 'Bailey', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Dickson, Ryan Heath', 'TDCJ Number': '999250', 'Date of Birth': '11/11/76', 'Date Received': '12/31/97', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '11/27/94', 'Age (at the time of Offense)': '18', 'County': 'Potter', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '171', 'Eye Color': 'Brown', 'Native County': 'Little Rock', 'Native State': 'Arkansas'}\",\n", " \"{'Name': 'Clark, James Lee', 'TDCJ Number': '999095', 'Date of Birth': '5/13/68', 'Date Received': '5/4/94', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '6/7/93', 'Age (at the time of Offense)': '25', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '157', 'Eye Color': 'Brown', 'Native County': 'Caddo Parish', 'Native State': 'Louisiana'}\",\n", " '{}',\n", " \"{'Name': 'Gutierrez, Vincent', 'TDCJ Number': '999262', 'Date of Birth': '10/1/78', 'Date Received': '4/14/98', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '8 years (GED)', 'Date of Offense': '3/11/97', 'Age': '18', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '142', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Nealy, Charles A.', 'TDCJ Number': '999289', 'Date of Birth': '3/23/64', 'Date Received': '12/10/98', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '8/20/97', 'Age': '33', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Perez, Robert Martinez', 'TDCJ Number': '999322', 'Date of Birth': '06/29/58', 'Date Received': '07/29/1999', 'Age (when Received)': '41', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/17/1994', 'Age': '35', 'County': 'Dallas', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Anderson, Newton', 'TDCJ Number': '999355', 'Date of Birth': '8/8/1976', 'Date Received': '5/15/2000', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '3/4/1999', 'Age (at the time of Offense)': '22', 'County': 'Smith', 'Race': 'white', 'Gender': 'male', 'Hair Color': 'red', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '163', 'Eye Color': 'blue', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Jackson, James Lewis', 'TDCJ Number': '999272', 'Date of Birth': '6/13/59', 'Date Received': '6/17/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '4/8/97', 'Age': '37', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 3″', 'Weight (in Pounds)': '204', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Swift, Christopher Jay', 'TDCJ Number': '999496', 'Date of Birth': '02/12/1975', 'Date Received': '04/11/2005', 'Age (when Received)': '30', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '04/29/2003', 'Age': '28', 'County': 'Denton', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '150', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Granados, Carlos', 'TDCJ Number': '999307', 'Date of Birth': '09/18/1970', 'Date Received': '05/06/1999', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '09/13/1998', 'Age': '27', 'County': 'Williamson', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '172', 'Eye Color': 'Brown', 'Native County': 'Manhattan', 'Native State': 'New York'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Frazier, Derrick', 'TDCJ Number': '999284', 'Date of Birth': '4/28/77', 'Date Received': '10/9/98', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '6/26/97', 'Age': '20', 'County': 'Refugio', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '176', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Fuller, Justin', 'TDCJ Number': '999266', 'Date of Birth': '8/29/78', 'Date Received': '4/29/98', 'Age (when Received)': '19', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '4/21/97', 'Age': '18', 'County': 'Smith', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hinojosa, Richard', 'TDCJ Number': '999246', 'Date of Birth': '11/17/61', 'Date Received': '12/9/97', 'Age (when shoulReceived)': '36', 'Education Level (Highest Grade Completed)': '5 years', 'Date of Offense': '5/10/94', 'Age': '32', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Eye Color': 'Green', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Wyatt, Jr., William E.', 'TDCJ Number': '999255', 'Date of Birth': '12/20/1964', 'Date Received': '2/19/1998', 'Age (when Received)': '33', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '2/4/1997', 'Age': '32', 'County': 'Bowie', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 1″', 'Weight (in Pounds)': '250', 'Eye Color': 'Green', 'Native County': 'Detroit', 'Native State': 'Michigan'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Resendiz, Angel Maturino', 'TDCJ Number': '999356', 'Date of Birth': '8/1/1960', 'Date Received': '5/24/2000', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '12/17/1998', 'Age': '38', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Durango', 'Native State': 'Mexico'}\",\n", " \"{'Name': 'Reese, Lamont', 'TDCJ Number': '999374', 'Date of Birth': '10/16/1977', 'Date Received': '1/18/2001', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '3/1/1999', 'Age': '21', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '207', 'Eye Color': 'Brown', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Herron, Jermaine', 'TDCJ Number': '999304', 'Date of Birth': '01/13/1979', 'Date Received': '04/29/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '06/26/1997', 'Age': '18', 'County': 'Refugio', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '220', 'Eye Color': 'Brown', 'Native County': 'San Patricio', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Salazar, Robert Jr.', 'TDCJ Number': '999303', 'Date of Birth': '10/24/1978', 'Date Received': '04/28/1999', 'Age (when Received)': '20', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '04/23/1997', 'Age': '18', 'County': 'Lubbock', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '190', 'Eye Color': 'Brown', 'Native County': 'Lubbock', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Hughes, Tommie', 'TDCJ Number': '999273', 'Date of Birth': '8/15/74', 'Date Received': '6/18/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '8/13/97', 'Age': '22', 'County': 'Dallas', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '195', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Neville, Robert James Jr.', 'TDCJ Number': '999293', 'Date of Birth': '10/05/1974', 'Date Received': '01/05/1999', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '02/15/98', 'Age': '23', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Red', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '140', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Rowell, Robert Dale', 'TDCJ Number': '999104', 'Date of Birth': '04/08/1955', 'Date Received': '06/03/1994', 'Age (when Received)': '44', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '05/10/1993', 'Age': '38', 'County': 'Harris', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '168', 'Eye Color': 'Blue', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'White, Melvin Wayne', 'TDCJ Number': '999317', 'Date of Birth': '1/25/1950', 'Date Received': '6/21/1999', 'Age (when Received)': '49', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '8/5/1997', 'Age': '47', 'County': 'Pecos', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '205', 'Eye Color': 'Brown', 'Native County': 'Howard', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Ramirez, Luis', 'TDCJ Number': '999309', 'Date of Birth': '06/19/1963', 'Date Received': '05/18/1999', 'Age (when Received)': '35', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/08/1998', 'Age': '34', 'County': 'Tom Green', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 5″', 'Weight (in Pounds)': '148', 'Eye Color': 'Brown', 'Native County': 'Tom Green', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Martinez, David', 'TDCJ Number': '999288', 'Date of Birth': '04/24/0976', 'Date Received': '12/10/1998', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '07/27/1997', 'Age': '21', 'County': 'Travis', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '224', 'Eye Color': 'Blue', 'Native County': 'Austin', 'Native State': 'Texas'}\",\n", " \"{'Name': 'Martinez, Alexander', 'TDCJ Number': '999438', 'Date of Birth': '06/16/1976', 'Date Received': '01/07/2003', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '8', 'Date of Offense': '08/12/2001', 'Age': '25', 'County': 'Harris', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 1″', 'Weight (in Pounds)': '227', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Pursley, Lonnie Wayne', 'TDCJ Number': '999294', 'Date of Birth': '09/17/1961', 'Date Received': '01/20/1999', 'Age (when Received)': '37', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '03/29/97', 'Age': '35', 'County': 'Polk', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '229', 'Eye Color': 'Blue', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Porter, James', 'TDCJ Number': '999378', 'Date of Birth': '8/15/1971', 'Date Received': '3/14/2001', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '7', 'Date of Offense': '5/28/2000', 'Age': '28', 'County': 'Bowie', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '131', 'Eye Color': 'Blue', 'Native County': 'Tarrant', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'McWilliams, Frederick Patrick', 'TDCJ Number': '999242', 'Date of Birth': '12/1/73', 'Date Received': '10/1/97', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '9/28/96', 'Age': '22', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '201', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Morrow, Robert Brice', 'TDCJ Number': '999244', 'Date of Birth': '6/03/57', 'Date Received': '11/18/97', 'Age (when Received)': '40', 'Education Level (Highest Grade Completed)': 'GED', 'Date of Offense': '4/3/96', 'Age': '38', 'County': 'Liberty', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '175', 'Eye Color': 'Blue', 'Native County': 'New Orleans', 'Native State': 'Louisiana'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Cotton, Marcus B.', 'TDCJ Number': '999252', 'Date of Birth': '9/28/74', 'Date Received': '2/4/98', 'Age (when Received)': '23', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '9/18/96', 'Age (at the time of Offense)': '22', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 6″', 'Weight (in Pounds)': '147', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Matthews, Ynobe', 'TDCJ Number': '999387', 'Date of Birth': '04/14/1976', 'Date Received': '06/19/2001', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '11', 'Date of Offense': '05/28/2000', 'Age': '24', 'County': 'Brazos', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '288', 'Eye Color': 'Brown', 'Native County': 'Dallas', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}',\n", " \"{'Name': 'Larry Allen Hayes', 'TDCJ Number': '999358', 'Date of Birth': '11/23/1948', 'Date Received': '5/26/2000', 'Age (when Received)': '51', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '7/15/1999', 'Age': '50', 'County': 'Montgomery', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Grey', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '198', 'Eye Color': 'Blue', 'Native County': 'Howell', 'Native State': 'Missouri'}\",\n", " '{}', '{}',\n", " \"{'Name': 'Black, Sr., Christopher', 'TDCJ Number': '999277', 'Date of Birth': '8/2/59', 'Date Received': '8/11/98', 'Age (when Received)': '39', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '2/7/98', 'Age (at the time of Offense)': '38', 'County': 'Bell', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '240', 'Eye Color': 'Brown', 'Native County': 'Portsmouth', 'Native State': 'Virginia'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Clay, Keith Bernard', 'TDCJ Number': '999238', 'Date of Birth': '2/18/68', 'Date Received': '9/10/97', 'Age (when Received)': '29', 'Education Level (Highest Grade Completed)': '12 years', 'Date of Offense': '1/4/94', 'Age (at the time of Offense)': '25', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '180', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}',\n", " \"{'Name': 'Williams, Richard Head', 'TDCJ Number': '999251', 'Date of Birth': '7/19/69', 'Date Received': '1/7/98', 'Age (when Received)': '28', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '3/24/97', 'Age': '27', 'County': 'Harris', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '208', 'Eye Color': 'Brown', 'Native County': 'Harris', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Baltazar, John Richard', 'TDCJ Number': '999257', 'Date of Birth': '5/9/72', 'Date Received': '3/13/98', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '9/27/97', 'Age (at the time of Offense)': '25', 'County': 'Nueces', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 11″', 'Weight (in Pounds)': '155', 'Eye Color': 'Brown', 'Native County': 'Nueces', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Santellan, Jose Sr.', 'TDCJ Number': '999140', 'Date of Birth': '03/08/1962', 'Date Received': '03/14/1995', 'Age (when Received)': '34', 'Education Level (Highest Grade Completed)': '10', 'Date of Offense': '08/22/1993', 'Age': '31', 'County': 'Kerr', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '189', 'Eye Color': 'Brown', 'Native County': 'Wise', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Flores, Miguel Angel', 'TDCJ Number': '000983', 'Date of Birth': '06/07/69', 'Date Received': '09/14/1990', 'Age (when Received)': '21', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '06/28/1989', 'Age': '20', 'County': 'Collin - change of venue from Hutchinson County', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 7″', 'Weight (in Pounds)': '165', 'Eye Color': 'Brown', 'Native County': 'Juarez', 'Native State': 'Mexico'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Hughes, Billy George', 'TDCJ Number': '000556', 'Date of Birth': '01/28/1952', 'Date Received': '09/17/1976', 'Age (when Received)': '24', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '04/04/1976', 'Age': '24', 'County': 'Matagorda', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 10″', 'Weight (in Pounds)': '165', 'Eye Color': 'Blue', 'Native County': 'Baldwin', 'Native State': 'Alabama'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Foust, Aaron Christopher', 'TDCJ Number': '999268', 'Date of Birth': '7/28/72', 'Date Received': '5/19/98', 'Age (when Received)': '25', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '5/18/97', 'Age': '24', 'County': 'Tarrant', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'n/a', 'Height (in Feet and Inches)': '6′ 0″', 'Weight (in Pounds)': '180', 'Eye Color': 'n/a', 'Native County': 'Lafayette', 'Native State': 'Tennessee'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Photo not available': 'Name', 'TDCJ Number': '887', 'Date of Birth': '6/11/1965', 'Date Received': '10/23/1987', 'Age (when Received)': '22', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '7/23/1986', 'Age (at the time of Offense)': '21', 'County': 'Clay (change of venue from Montague)', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Red', 'Height (in Feet and Inches)': '6′ 2″', 'Weight (in Pounds)': '232', 'Eye Color': 'Brown', 'Native County': 'Brunswick', 'Native State': 'Georgia'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Cantu, Ruben Montoya', 'TDCJ Number': '804', 'Date of Birth': '12/5/66', 'Date Received': '9/10/85', 'Age (when Received)': '18', 'Education Level (Highest Grade Completed)': '9 years', 'Date of Offense': '11/8/84', 'Age (at the time of Offense)': '17', 'County': 'Bexar', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 10″/td>\\\\r\\\\n ', 'Weight (in Pounds)': '142', 'Eye Color': 'Brown', 'Native County': 'Bexar', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Hernandez, Ramon Pedro', 'TDCJ Number': '667', 'Date of Birth': '03/02/1942', 'Date Received': '09/30/1980', 'Age (when Received)': '38', 'Education Level (Highest Grade Completed)': '9', 'Date of Offense': '06/20/1980', 'Age (at the time of Offense)': '38', 'County': 'El Paso ', 'Race': 'Hispanic', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 3″', 'Weight (in Pounds)': '130', 'Eye Color': 'Brown', 'Native County': 'El Paso', 'Native State': 'Texas'}\",\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " '{}', '{}', '{}', '{}', '{}', '{}', '{}',\n", " \"{'Name': 'Autry, James David', 'TDCJ Number': '670', 'Date of Birth': '9/27/1954', 'Date Received': '10/10/1980', 'Age (when Received)': '26', 'Education Level (Highest Grade Completed)': '6', 'Date of Offense': '4/20/1980', 'Age (at the time of Offense)': '25', 'County': 'Jefferson', 'Race': 'White', 'Gender': 'Male', 'Hair Color': 'Brown', 'Height (in Feet and Inches)': '5′ 8″', 'Weight (in Pounds)': '137', 'Eye Color': 'Brown', 'Native County': 'Potter', 'Native State': 'Texas'}\",\n", " \"{'Photo not available': 'Name', 'TDCJ Number': '592', 'Date of Birth': '9/1/1942', 'Date Received': '4/25/1978', 'Age (when Received)': '35', 'Education Level (Highest Grade Completed)': '12', 'Date of Offense': '12/14/1976', 'Age (at the time of Offense)': '34', 'County': 'Tarrant', 'Race': 'Black', 'Gender': 'Male', 'Hair Color': 'Black', 'Height (in Feet and Inches)': '5′ 9″', 'Weight (in Pounds)': '150', 'Eye Color': 'mar (according to DPS records)', 'Native County': 'Tarrant', 'Native State': 'Texas'}\"],\n", " dtype=object)" ] }, "execution_count": 103, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['Offender Info'].values" ] }, { "cell_type": "code", "execution_count": 140, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 Unknown Female\n", "1 Black female; two black males.\n", "2 White female\n", "3 White female; White female\n", "4 White female\n", " ... \n", "561 error\n", "562 error\n", "563 error\n", "564 female\n", "565 White Male\n", "Name: VictimStats, Length: 566, dtype: object" ] }, "execution_count": 140, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['VictimStats']" ] }, { "cell_type": "code", "execution_count": 141, "metadata": {}, "outputs": [], "source": [ "df.columns = ['Unnamed: 0', 'Unnamed: 0.1', 'Execution', 'Offender Information',\n", " 'Last Statement', 'last_name', 'first_name', 'inmate_number', 'age',\n", " 'Date', 'race', 'county', 'Last Statement Text', 'Offender Info',\n", " 'Summary', 'Offender_info_v2', 'occupation', 'prior_record',\n", " 'CrimeSummary', 'CoDefendants', 'VictimStats', 'dob', 'date_received',\n", " 'age_received', 'education_level', 'age_crime', 'native_county',\n", " 'native_state', 'weight_lbs', 'height', 'eye_color', 'hair_color']" ] }, { "cell_type": "code", "execution_count": 142, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Unnamed: 0Unnamed: 0.1ExecutionOffender InformationLast Statementlast_namefirst_nameinmate_numberageDate...date_receivedage_receivededucation_levelage_crimenative_countynative_stateweight_lbsheighteye_colorhair_color
001566dr_info/halljusten.htmldr_info/halljustenlast.htmlHallJusten9994973811/6/2019...05/11/200523921El PasoTexas1976′5″HazelBrown
112565dr_info/sparksrobert.htmldr_info/sparksrobertlast.htmlSparksRobert999542459/25/2019...01/08/200934833DallasTexas2475′ 7″BrownBlack
223564dr_info/solizmarkanthony.htmldr_info/solizmarkanthonylast.htmlSolizMark999571379/10/2019...03/28/201230828TarrantTexas1775′ 5″BrownBlack
334563dr_info/crutsingerbilly.htmldr_info/crutsingerbillylast.htmlCrutsingerBilly999459649/4/2019...10/08/2003491148TarrantTexas2175′ 9″GreenGray
445562dr_info/swearingenlarry.htmldr_info/swearingenlarrylast.htmlSwearingenLarry999361488/21/2019...7/12/2000error1127MontgomeryTexas1945′ 10″BlueBrown
..................................................................
5615615625dr_info/skillerndoyle.jpgdr_info/skillerndoylelast.htmlSkillernDoyle5184901/16/1985...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5625625634dr_info/barefootthomas.jpgdr_info/barefootthomaslast.htmlBarefootThomas6213910/30/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5635635643dr_info/obryanronald.jpgdr_info/obryanronaldlast.htmlO'BryanRonald5293903/31/1984...errorerrorerrorerrorerrorerrorerrorerrorerrorerror
5645645652dr_info/autryjames.htmldr_info/no_last_statement.htmlAutryJames6702903/14/1984...10/10/1980error625PotterTexas1375′ 8″BrownBrown
5655655661dr_info/brookscharlie.htmldr_info/brookscharlielast.htmlBrooks, Jr.Charlie5924012/07/1982...4/25/1978error1234TarrantTexas1505′ 9″mar (according to DPS records)Black
\n", "

566 rows × 32 columns

\n", "
" ], "text/plain": [ " Unnamed: 0 Unnamed: 0.1 Execution Offender Information \\\n", "0 0 1 566 dr_info/halljusten.html \n", "1 1 2 565 dr_info/sparksrobert.html \n", "2 2 3 564 dr_info/solizmarkanthony.html \n", "3 3 4 563 dr_info/crutsingerbilly.html \n", "4 4 5 562 dr_info/swearingenlarry.html \n", ".. ... ... ... ... \n", "561 561 562 5 dr_info/skillerndoyle.jpg \n", "562 562 563 4 dr_info/barefootthomas.jpg \n", "563 563 564 3 dr_info/obryanronald.jpg \n", "564 564 565 2 dr_info/autryjames.html \n", "565 565 566 1 dr_info/brookscharlie.html \n", "\n", " Last Statement last_name first_name inmate_number \\\n", "0 dr_info/halljustenlast.html Hall Justen 999497 \n", "1 dr_info/sparksrobertlast.html Sparks Robert 999542 \n", "2 dr_info/solizmarkanthonylast.html Soliz Mark 999571 \n", "3 dr_info/crutsingerbillylast.html Crutsinger Billy 999459 \n", "4 dr_info/swearingenlarrylast.html Swearingen Larry 999361 \n", ".. ... ... ... ... \n", "561 dr_info/skillerndoylelast.html Skillern Doyle 518 \n", "562 dr_info/barefootthomaslast.html Barefoot Thomas 621 \n", "563 dr_info/obryanronaldlast.html O'Bryan Ronald 529 \n", "564 dr_info/no_last_statement.html Autry James 670 \n", "565 dr_info/brookscharlielast.html Brooks, Jr. Charlie 592 \n", "\n", " age Date ... date_received age_received education_level \\\n", "0 38 11/6/2019 ... 05/11/2005 23 9 \n", "1 45 9/25/2019 ... 01/08/2009 34 8 \n", "2 37 9/10/2019 ... 03/28/2012 30 8 \n", "3 64 9/4/2019 ... 10/08/2003 49 11 \n", "4 48 8/21/2019 ... 7/12/2000 error 11 \n", ".. ... ... ... ... ... ... \n", "561 49 01/16/1985 ... error error error \n", "562 39 10/30/1984 ... error error error \n", "563 39 03/31/1984 ... error error error \n", "564 29 03/14/1984 ... 10/10/1980 error 6 \n", "565 40 12/07/1982 ... 4/25/1978 error 12 \n", "\n", " age_crime native_county native_state weight_lbs height \\\n", "0 21 El Paso Texas 197 6′5″ \n", "1 33 Dallas Texas 247 5′ 7″ \n", "2 28 Tarrant Texas 177 5′ 5″ \n", "3 48 Tarrant Texas 217 5′ 9″ \n", "4 27 Montgomery Texas 194 5′ 10″ \n", ".. ... ... ... ... ... \n", "561 error error error error error \n", "562 error error error error error \n", "563 error error error error error \n", "564 25 Potter Texas 137 5′ 8″ \n", "565 34 Tarrant Texas 150 5′ 9″ \n", "\n", " eye_color hair_color \n", "0 Hazel Brown \n", "1 Brown Black \n", "2 Brown Black \n", "3 Green Gray \n", "4 Blue Brown \n", ".. ... ... \n", "561 error error \n", "562 error error \n", "563 error error \n", "564 Brown Brown \n", "565 mar (according to DPS records) Black \n", "\n", "[566 rows x 32 columns]" ] }, "execution_count": 142, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "code", "execution_count": 143, "metadata": {}, "outputs": [], "source": [ "# importing\n", "import pandas as pd\n", "df2 = pd.read_csv('V9_photo_inmates.csv')" ] }, { "cell_type": "code", "execution_count": 144, "metadata": {}, "outputs": [], "source": [ "df3 = df" ] }, { "cell_type": "code", "execution_count": 163, "metadata": {}, "outputs": [ { "ename": "ValueError", "evalue": "len(right_on) must equal len(left_on)", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# df3 = df.merge(df2, left_on='inmate_number', right_on='inmate_number', )\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m df3 = pd.merge(df, df2, how='left', left_on=['last_name','first_name',\n\u001b[0;32m----> 3\u001b[0;31m 'inmate_number','occupation','education_level','prior_record'], right_on=['weapon'])\n\u001b[0m", "\u001b[0;32m/usr/local/lib/python3.7/site-packages/pandas/core/reshape/merge.py\u001b[0m in \u001b[0;36mmerge\u001b[0;34m(left, right, how, on, left_on, right_on, left_index, right_index, sort, suffixes, copy, indicator, validate)\u001b[0m\n\u001b[1;32m 79\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 80\u001b[0m \u001b[0mindicator\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mindicator\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 81\u001b[0;31m \u001b[0mvalidate\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvalidate\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 82\u001b[0m )\n\u001b[1;32m 83\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_result\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/lib/python3.7/site-packages/pandas/core/reshape/merge.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, left, right, how, on, left_on, right_on, axis, left_index, right_index, sort, suffixes, copy, indicator, validate)\u001b[0m\n\u001b[1;32m 617\u001b[0m \u001b[0mwarnings\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwarn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mUserWarning\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 618\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 619\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_validate_specification\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 620\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 621\u001b[0m \u001b[0;31m# note this function has side effects\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/lib/python3.7/site-packages/pandas/core/reshape/merge.py\u001b[0m in \u001b[0;36m_validate_specification\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1222\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mleft_on\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1223\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mright_on\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mleft_on\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1224\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"len(right_on) must equal len(left_on)\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1225\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1226\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_validate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mValueError\u001b[0m: len(right_on) must equal len(left_on)" ] } ], "source": [ "# df3 = df.merge(df2, left_on='inmate_number', right_on='inmate_number', )\n", "df3 = pd.merge(df, df2, how='left', left_on=['last_name','first_name',\n", " 'inmate_number','occupation','education_level','prior_record'], right_on=['weapon'])" ] }, { "cell_type": "code", "execution_count": 156, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "566" ] }, "execution_count": 156, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(df3)" ] }, { "cell_type": "code", "execution_count": 159, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,\n", " nan, nan, nan, nan, nan, nan, nan, nan, nan, 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