cleaning_students_names.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f4eb2c16",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import dependencies\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3be50a62",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Files to load\n",
    "student_data_to_load = \"Resources/students_complete.csv\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "3a16ff9a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Student ID</th>\n",
       "      <th>student_name</th>\n",
       "      <th>gender</th>\n",
       "      <th>grade</th>\n",
       "      <th>school_name</th>\n",
       "      <th>reading_score</th>\n",
       "      <th>math_score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Paul Bradley</td>\n",
       "      <td>M</td>\n",
       "      <td>9th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>66</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Victor Smith</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>94</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>Kevin Rodriguez</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>90</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>Dr. Richard Scott</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>67</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>Bonnie Ray</td>\n",
       "      <td>F</td>\n",
       "      <td>9th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>97</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Student ID       student_name gender grade        school_name  \\\n",
       "0           0       Paul Bradley      M   9th  Huang High School   \n",
       "1           1       Victor Smith      M  12th  Huang High School   \n",
       "2           2    Kevin Rodriguez      M  12th  Huang High School   \n",
       "3           3  Dr. Richard Scott      M  12th  Huang High School   \n",
       "4           4         Bonnie Ray      F   9th  Huang High School   \n",
       "\n",
       "   reading_score  math_score  \n",
       "0             66          79  \n",
       "1             94          61  \n",
       "2             90          60  \n",
       "3             67          58  \n",
       "4             97          84  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Read the student data file and store it in a Pandas DataFrame.\n",
    "student_data_df = pd.read_csv(student_data_to_load)\n",
    "student_data_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5c97d6fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Paul Bradley',\n",
       " 'Victor Smith',\n",
       " 'Kevin Rodriguez',\n",
       " 'Dr. Richard Scott',\n",
       " 'Bonnie Ray',\n",
       " 'Bryan Miranda',\n",
       " 'Sheena Carter',\n",
       " 'Nicole Baker',\n",
       " 'Michael Roth',\n",
       " 'Matthew Greene',\n",
       " 'Andrew Alexander',\n",
       " 'Daniel Cooper',\n",
       " 'Brittney Walker',\n",
       " 'William Long',\n",
       " 'Tammy Hebert',\n",
       " 'Dr. Jordan Carson',\n",
       " 'Donald Zamora',\n",
       " 'Kimberly Santiago',\n",
       " 'Kevin Stevens',\n",
       " 'Brandi Lyons',\n",
       " 'Lisa Davis',\n",
       " 'Kristen Lopez',\n",
       " 'Kimberly Stewart',\n",
       " 'Christopher Parker',\n",
       " 'Chelsea Griffith',\n",
       " 'Cesar Morris',\n",
       " 'Melanie Decker',\n",
       " 'Tracey Oconnor',\n",
       " 'Kelly James',\n",
       " 'Nicole Brown',\n",
       " 'Bobby Harris',\n",
       " 'Brian Fernandez',\n",
       " 'Candace Phelps',\n",
       " 'Amy Gonzalez',\n",
       " 'Steven Green',\n",
       " 'Benjamin Carlson',\n",
       " 'Kevin Bailey',\n",
       " 'Jesse Newton',\n",
       " 'Kimberly Mercado',\n",
       " 'Gregory Roberts',\n",
       " 'Matthew Mayer',\n",
       " 'Jennifer Parks',\n",
       " 'John Carlson',\n",
       " 'Megan Roberts',\n",
       " 'Debra Flores',\n",
       " 'Heidi Jackson',\n",
       " 'Denise Bradford',\n",
       " 'Ellen Brown',\n",
       " 'Amy Perkins',\n",
       " 'Natalie Mitchell',\n",
       " 'Tiffany Gutierrez',\n",
       " 'Jennifer Hess',\n",
       " 'Christine Fletcher',\n",
       " 'Jon Smith',\n",
       " 'Tracey Yates',\n",
       " 'Jerry Gordon',\n",
       " 'Michael Cox',\n",
       " 'Madeline Snyder MD',\n",
       " 'Allison King',\n",
       " 'Theresa Meyer',\n",
       " 'Jared Wood',\n",
       " 'Eric Maynard',\n",
       " 'Mark Owens',\n",
       " 'Ronnie Conley',\n",
       " 'Kimberly Davis',\n",
       " 'Amy Mitchell',\n",
       " 'Mr. Dylan Taylor MD',\n",
       " 'Elizabeth Henderson',\n",
       " 'James Lopez',\n",
       " 'Michael Morgan',\n",
       " 'Angela Francis',\n",
       " 'Breanna Taylor',\n",
       " 'Jason Johnson',\n",
       " 'Kyle Martin',\n",
       " 'Dr. Scott Gill',\n",
       " 'Lisa Long',\n",
       " 'Erin Liu',\n",
       " 'Marcus Richards',\n",
       " 'Jason Thompson',\n",
       " 'Elizabeth Mckinney',\n",
       " 'Jessica Bailey',\n",
       " 'Lisa Frye',\n",
       " 'Lindsey Baker',\n",
       " 'Lisa Ramirez',\n",
       " 'Joseph Butler',\n",
       " 'Tina Lynch',\n",
       " 'Leah Benitez',\n",
       " 'Elizabeth Parker',\n",
       " 'Melissa Hunter',\n",
       " 'Miss Madison Everett',\n",
       " 'Ronald Garcia',\n",
       " 'Mark Cherry',\n",
       " 'Ryan Stokes',\n",
       " 'Isaiah Maldonado',\n",
       " 'Micheal Dennis',\n",
       " 'Kevin Martinez',\n",
       " 'Jessica Smith',\n",
       " 'Dawn Trujillo',\n",
       " 'Virginia Ramirez MD',\n",
       " 'Marc Hernandez',\n",
       " 'Jose Gonzalez',\n",
       " 'Jason Dennis',\n",
       " 'Gary Morris',\n",
       " 'William Mcdonald',\n",
       " 'Michael Savage',\n",
       " 'Alexis Todd',\n",
       " 'David Hansen',\n",
       " 'Steven Mendez',\n",
       " 'Ryan Lynch',\n",
       " 'Timothy Marks',\n",
       " 'Alexander Johns',\n",
       " 'Kenneth Chavez',\n",
       " 'Dennis Williams',\n",
       " 'Michael Roy',\n",
       " 'Richard Ryan',\n",
       " 'Matthew Reyes',\n",
       " 'Stephanie Ward',\n",
       " 'Christopher Tucker',\n",
       " 'Daniel Jones',\n",
       " 'Devin Craig',\n",
       " 'Erin Prince',\n",
       " 'Bernard Ortiz',\n",
       " 'Nicole Miller',\n",
       " 'Christopher Fritz',\n",
       " 'Bonnie Mckinney',\n",
       " 'Troy Nelson',\n",
       " 'Jennifer Lee',\n",
       " 'Ronald Ward',\n",
       " 'Nathaniel Hampton',\n",
       " 'Michael Travis',\n",
       " 'James Taylor',\n",
       " 'Thomas Strickland',\n",
       " 'Brittany Jackson',\n",
       " 'Marisa Lowe',\n",
       " 'Nicole Thomas',\n",
       " 'Matthew Rodriguez',\n",
       " 'Kent Fernandez',\n",
       " 'Michelle Martin',\n",
       " 'John Sparks',\n",
       " 'Ann Blake',\n",
       " 'Melissa Miller',\n",
       " 'Steven Houston',\n",
       " 'Kristen Anderson',\n",
       " 'Cory Jones',\n",
       " 'Jennifer Mora',\n",
       " 'Dennis Griffin',\n",
       " 'Darryl Brown',\n",
       " 'Martin Mosley',\n",
       " 'Joyce Diaz',\n",
       " 'Jeffrey Rose',\n",
       " 'Jamie Moreno',\n",
       " 'Catherine Williams',\n",
       " 'Lauren Byrd',\n",
       " 'Vanessa Frazier',\n",
       " 'Stephen Bryant',\n",
       " 'Lawrence Liu',\n",
       " 'Joseph Larsen',\n",
       " 'Susan Collier',\n",
       " 'Meagan Jensen',\n",
       " 'Julie Harper',\n",
       " 'Meghan Carroll',\n",
       " 'Wanda Horton',\n",
       " 'Mary Campbell',\n",
       " 'Jennifer Rodgers',\n",
       " 'Heather Cooper',\n",
       " 'Ryan Perez',\n",
       " 'Ryan Cox',\n",
       " 'Darren Zavala',\n",
       " 'Joseph Morales III',\n",
       " 'Aaron West',\n",
       " 'James Combs',\n",
       " 'Curtis Garner',\n",
       " 'Sarah Miller',\n",
       " 'Samantha Thomas',\n",
       " 'Robert Atkins',\n",
       " 'Alexis Crawford',\n",
       " 'Ryan Maddox',\n",
       " 'Jonathan Meyer',\n",
       " 'Donna Wagner',\n",
       " 'William Kennedy',\n",
       " 'Kimberly Martinez',\n",
       " 'Matthew Anderson',\n",
       " 'Kari Miller',\n",
       " 'Jenna Luna',\n",
       " 'Justin Contreras',\n",
       " 'Mary Fox',\n",
       " 'Joseph Perkins',\n",
       " 'Kelly Phillips',\n",
       " 'Justin Thornton',\n",
       " 'Joshua Barber',\n",
       " 'Travis Jackson',\n",
       " 'Jordan Beasley',\n",
       " 'Kevin Allen',\n",
       " 'Victoria Harris',\n",
       " 'Victoria Joseph',\n",
       " 'Brandy Marshall',\n",
       " 'Ryan Jimenez',\n",
       " 'Michael Chan',\n",
       " 'Christopher Phillips',\n",
       " 'Kevin Murphy',\n",
       " 'Vanessa Harper',\n",
       " 'James Ferguson',\n",
       " 'Carol Schroeder',\n",
       " 'Jerry Phillips',\n",
       " 'Kristin Wade',\n",
       " 'Jessica Warner',\n",
       " 'Dorothy Burke',\n",
       " 'Bethany Walter',\n",
       " 'Melissa Avery',\n",
       " 'Daniel Sutton',\n",
       " 'Ryan Johnson',\n",
       " 'Timothy Quinn',\n",
       " 'Zachary Allen',\n",
       " 'Lauren Schmitt',\n",
       " 'Stephanie Armstrong',\n",
       " 'Ruben Rivera',\n",
       " 'Patricia Petty',\n",
       " 'Joseph Jacobs',\n",
       " 'Bianca Wilson',\n",
       " 'Donald Perez',\n",
       " 'Curtis Gomez',\n",
       " 'Courtney Brown',\n",
       " 'Nicole Randall',\n",
       " 'Steven Lambert',\n",
       " 'Anthony Alvarez',\n",
       " 'Shawn Farrell',\n",
       " 'Jesus Schmidt',\n",
       " 'Laura Wright',\n",
       " 'Steven Smith',\n",
       " 'Norman Thompson',\n",
       " 'Anthony Wright',\n",
       " 'Kayla Watts',\n",
       " 'Aimee Johnson',\n",
       " 'Heidi Scott',\n",
       " 'Anthony Williams',\n",
       " 'Sarah Hill',\n",
       " 'Kim Wang',\n",
       " 'Beth Manning',\n",
       " 'Ryan Hanson',\n",
       " 'James Wood',\n",
       " 'Corey Greene',\n",
       " 'John Carter',\n",
       " 'Beth Garza',\n",
       " 'Karen Jones',\n",
       " 'Stephanie Poole',\n",
       " 'Lisa Brown',\n",
       " 'Paul Scott',\n",
       " 'Evelyn Buck',\n",
       " 'Terry Harrell',\n",
       " 'Leah Skinner',\n",
       " 'Anthony Mercado',\n",
       " 'Walter Kelly',\n",
       " 'Lori Evans',\n",
       " 'Ashley Jones',\n",
       " 'Amber Soto',\n",
       " 'Patrick Phillips',\n",
       " 'Linda Curry',\n",
       " 'Alexander Obrien',\n",
       " 'Vincent Garza',\n",
       " 'Terry Marsh',\n",
       " 'Angela Perkins DVM',\n",
       " 'Peter Hampton',\n",
       " 'David Cross',\n",
       " 'Clinton Ortega',\n",
       " 'Jamie Escobar',\n",
       " 'Sandra Mason',\n",
       " 'Craig Cole',\n",
       " 'Lisa Warren',\n",
       " 'Maria Howard',\n",
       " 'Michael Porter',\n",
       " 'John Turner',\n",
       " 'Timothy Wang',\n",
       " 'Amanda Taylor',\n",
       " 'Karen Mckenzie',\n",
       " 'Brandon Miles',\n",
       " 'Christina Whitaker',\n",
       " 'Nicole Peterson',\n",
       " 'Ashley Moore',\n",
       " 'Todd Carrillo',\n",
       " 'Robert Williams',\n",
       " 'Ashley Jones',\n",
       " 'Vanessa Parker',\n",
       " 'Robert Carlson',\n",
       " 'Jared Lewis',\n",
       " 'Christopher Hernandez',\n",
       " 'Kimberly Harris',\n",
       " 'Katrina Hill',\n",
       " 'Heather Lee',\n",
       " 'Donald Harmon',\n",
       " 'Elizabeth Sanders',\n",
       " 'Richard Ramsey',\n",
       " 'Carmen Johnson',\n",
       " 'Elaine Osborne',\n",
       " 'Kent Burns',\n",
       " 'Meagan Smith',\n",
       " 'Craig Hahn',\n",
       " 'Jeremy Wu',\n",
       " 'Aaron Rodriguez',\n",
       " 'Matthew Taylor',\n",
       " 'Diana Evans',\n",
       " 'Michele Pearson',\n",
       " 'Erik Wagner',\n",
       " 'Maria Welch',\n",
       " 'Debra Martin',\n",
       " 'Devon Conner',\n",
       " 'Christine Patel',\n",
       " 'David Lopez',\n",
       " 'Nathan Baird',\n",
       " 'Samuel Castillo',\n",
       " 'Rebecca Payne',\n",
       " 'Carl Johnson',\n",
       " 'William Adams',\n",
       " 'Paula Harrison',\n",
       " 'Wayne Atkinson',\n",
       " 'Lindsay Frank',\n",
       " 'Jose Garcia',\n",
       " 'Andrew Gaines',\n",
       " 'Rachael Liu',\n",
       " 'Donald Lewis',\n",
       " 'Shane Edwards',\n",
       " 'Todd Levy',\n",
       " 'Joanna Moore',\n",
       " 'Michael Lewis',\n",
       " 'James Robinson',\n",
       " 'Jeffrey Arellano',\n",
       " 'Heather Allen MD',\n",
       " 'Lori Villarreal',\n",
       " 'Robert Harper',\n",
       " 'Karen Villegas',\n",
       " 'Tracey Crane',\n",
       " 'Elizabeth Allen',\n",
       " 'Jorge Lynn',\n",
       " 'Harold Gordon',\n",
       " 'Nicholas Mcclain',\n",
       " 'Tanya Harris',\n",
       " 'Amy Smith',\n",
       " 'Kathy Morse',\n",
       " 'Andrea Wood',\n",
       " 'Maureen Massey',\n",
       " 'Daniel Smith',\n",
       " 'Alexandra Smith',\n",
       " 'Caitlin Hall',\n",
       " 'Jose Carlson',\n",
       " 'Deborah Macias',\n",
       " 'Dwayne Rice',\n",
       " 'Matthew Harris',\n",
       " 'Eric Bowman',\n",
       " 'Samuel Ali',\n",
       " 'David Miller',\n",
       " 'James Moreno',\n",
       " 'Brooke Austin',\n",
       " 'Alisha Martin',\n",
       " 'Neil Rodriguez',\n",
       " 'Gary Williams',\n",
       " 'Michael Pittman',\n",
       " 'Stephanie Palmer',\n",
       " 'Christine Perry',\n",
       " 'Suzanne David',\n",
       " 'Amber Smith',\n",
       " 'Ryan Jones',\n",
       " 'Emily Ford',\n",
       " 'Kelsey Shea',\n",
       " 'Katherine Wallace',\n",
       " 'Erica Conway',\n",
       " 'Tyler Parker',\n",
       " 'Michael Parks',\n",
       " 'Elizabeth Hunt',\n",
       " 'Grant Jackson',\n",
       " 'Daniel Matthews',\n",
       " 'Diana Silva',\n",
       " 'Frank Garza',\n",
       " 'Terri Fischer',\n",
       " 'Robert Goodwin',\n",
       " 'Bobby Ruiz',\n",
       " 'Stephanie Taylor',\n",
       " 'Erin Hill',\n",
       " 'Erin Cohen',\n",
       " 'Jeffrey Morris',\n",
       " 'Elizabeth Simpson',\n",
       " 'Jennifer Davis',\n",
       " 'Rachel Burton',\n",
       " 'Joseph Wilkins',\n",
       " 'Lawrence Montgomery',\n",
       " 'Patricia Howard',\n",
       " 'Jessica Hanson',\n",
       " 'Donna Dean',\n",
       " 'Edwin Reid',\n",
       " 'Jodi Brown',\n",
       " 'Elizabeth Richard',\n",
       " 'Aaron Martinez',\n",
       " 'Stephen Fischer',\n",
       " 'Diana Reeves',\n",
       " 'Jeffrey Eaton',\n",
       " 'Evelyn Miller',\n",
       " 'Christopher Kidd',\n",
       " 'Sarah Adams',\n",
       " 'Melinda Nelson',\n",
       " 'Kevin Brooks',\n",
       " 'John Bowen',\n",
       " 'Tracie Abbott',\n",
       " 'Allen Foster',\n",
       " 'Kathryn Elliott',\n",
       " 'Christopher Walker',\n",
       " 'Cynthia Martin',\n",
       " 'Amanda Bennett',\n",
       " 'Dennis Padilla',\n",
       " 'Antonio Miller',\n",
       " 'Melissa Trevino',\n",
       " 'Andrew King',\n",
       " 'John Martinez',\n",
       " 'Lauren King',\n",
       " 'Stephanie Mercado',\n",
       " 'William Smith',\n",
       " 'Jonathan Marshall',\n",
       " 'Luke Lowery MD',\n",
       " 'Emily Reynolds',\n",
       " 'Kevin Mclean',\n",
       " 'Elizabeth Taylor',\n",
       " 'Pamela Rivas',\n",
       " 'Tammy Martin',\n",
       " 'Holly Watkins',\n",
       " 'Patrick Chen',\n",
       " 'Michelle Griffin',\n",
       " 'Theresa Andrews',\n",
       " 'Alan Henry',\n",
       " 'Dr. Larry Hines',\n",
       " 'Travis Frazier',\n",
       " 'Julie Jones',\n",
       " 'Natalie Reynolds',\n",
       " 'Jessica Cohen',\n",
       " 'Jason Robinson',\n",
       " 'Heather Palmer',\n",
       " 'Emily Cardenas MD',\n",
       " 'Scott Glover',\n",
       " 'Jacqueline White',\n",
       " 'Mrs. Elizabeth Espinoza DDS',\n",
       " 'Toni Porter',\n",
       " 'Jennifer Mejia',\n",
       " 'Brenda Peterson',\n",
       " 'Paul Hamilton',\n",
       " 'Patricia Nguyen',\n",
       " 'James Ho',\n",
       " 'Elizabeth Cohen',\n",
       " 'Stephanie Lane',\n",
       " 'Dawn Rhodes',\n",
       " 'Theresa Robinson',\n",
       " 'Breanna Mosley',\n",
       " 'Carmen Wilson',\n",
       " 'Ian Brown',\n",
       " 'Kathleen Matthews',\n",
       " 'Bryan Diaz',\n",
       " 'Gina Sweeney',\n",
       " 'Alan Garcia',\n",
       " 'Erik Wheeler',\n",
       " 'Stephanie Robles',\n",
       " 'Samantha Hanson',\n",
       " 'Christopher Williams',\n",
       " 'Stephanie Hart',\n",
       " 'Mrs. Lisa Becker',\n",
       " 'Bianca Johnson',\n",
       " 'Amy Steele',\n",
       " 'Gina Contreras',\n",
       " 'Jaime Alexander',\n",
       " 'Kevin Coleman',\n",
       " 'Caitlin Williams',\n",
       " 'Joseph Lloyd',\n",
       " 'Carrie Hernandez',\n",
       " 'Mr. Travis Young',\n",
       " 'Francis Wright',\n",
       " 'Joel Harper',\n",
       " 'Eduardo Park',\n",
       " 'Melissa Yoder',\n",
       " 'Donna Campbell',\n",
       " 'Connie Delacruz',\n",
       " 'Luis Parker',\n",
       " 'Pamela Watts',\n",
       " 'Lindsey Mitchell',\n",
       " 'Brenda Price',\n",
       " 'Joseph Howard',\n",
       " 'Amy Evans',\n",
       " 'Paula Fernandez DVM',\n",
       " 'Amber Cunningham',\n",
       " 'Preston Wheeler',\n",
       " 'James Lopez',\n",
       " 'Chad Drake',\n",
       " 'Samuel Blackburn',\n",
       " 'Shawn Nielsen',\n",
       " 'Eric Perez',\n",
       " 'Kevin Montgomery',\n",
       " 'Terry Thomas',\n",
       " 'Kim Meyer',\n",
       " 'Michael Townsend',\n",
       " 'Ronnie Rodriguez',\n",
       " 'Savannah Smith',\n",
       " 'Shane Nguyen',\n",
       " 'Michael Brown',\n",
       " 'Robert Young',\n",
       " 'Daniel Griffin',\n",
       " 'James Johnson',\n",
       " 'Mary Cox',\n",
       " 'Tina Aguirre',\n",
       " 'Jillian Mcdonald',\n",
       " 'Matthew Branch',\n",
       " 'Christopher Jordan',\n",
       " 'Victor Mcguire',\n",
       " 'Erin Arnold',\n",
       " 'Nicholas Wu',\n",
       " 'Kristen Wilson',\n",
       " 'Morgan Moore',\n",
       " 'Stephen Smith',\n",
       " 'Jeremy Romero',\n",
       " 'Julie Bush',\n",
       " 'Brittany Taylor',\n",
       " 'James Kim',\n",
       " 'Ashley Roberts',\n",
       " 'Brandon Johnson',\n",
       " 'David Davenport',\n",
       " 'Mark Washington',\n",
       " 'Alicia Marshall',\n",
       " 'Barbara Santana',\n",
       " 'Samantha Parker',\n",
       " 'Joseph Walters',\n",
       " 'Michael Zamora',\n",
       " 'Kyle Cobb',\n",
       " 'Jill Clark',\n",
       " 'Sarah Warren',\n",
       " 'Jennifer Robinson',\n",
       " 'Patricia Johnson',\n",
       " 'Henry Evans',\n",
       " 'Alexander Ramsey',\n",
       " 'Brandon Stephens',\n",
       " 'Jeff Holland',\n",
       " 'Samuel Schultz',\n",
       " 'Brett Johnson',\n",
       " 'Daniel Sherman',\n",
       " 'Justin Mccall',\n",
       " 'Jonathan Evans',\n",
       " 'Jacqueline Kennedy',\n",
       " 'Martin Stephenson',\n",
       " 'Lindsey Lane',\n",
       " 'Jessica Hart',\n",
       " 'Edward Lucas',\n",
       " 'Lisa Osborne',\n",
       " 'Hannah Black',\n",
       " 'Alexander Paul',\n",
       " 'Brenda Wong',\n",
       " 'Thomas Delgado',\n",
       " 'Jeremy Sutton',\n",
       " 'Paula Donaldson',\n",
       " 'Valerie Thompson',\n",
       " 'John Schaefer',\n",
       " 'Jesus Manning',\n",
       " 'Tyrone Lawson',\n",
       " 'Carl May',\n",
       " 'Brittany Russell',\n",
       " 'Philip Edwards',\n",
       " 'Robert Aguilar',\n",
       " 'Aaron Russo',\n",
       " 'Tracy Andrade',\n",
       " 'Amy Sullivan',\n",
       " 'Howard Beck',\n",
       " 'Dr. Xavier Bell II',\n",
       " 'Dawn Schultz',\n",
       " 'Caleb Lucas',\n",
       " 'Barbara Gonzalez',\n",
       " 'Charles Yang',\n",
       " 'David Gallagher',\n",
       " 'Bethany Vargas',\n",
       " 'Jennifer Schultz',\n",
       " 'Paula Marshall',\n",
       " 'Jordan Elliott',\n",
       " 'Samantha Mcmillan',\n",
       " 'Judith Johnson',\n",
       " 'Grace Palmer',\n",
       " 'Brandon Ramirez',\n",
       " 'Carol Smith',\n",
       " 'Matthew Odom',\n",
       " 'Erika Gray',\n",
       " 'Donna Kramer',\n",
       " 'Jonathan Snyder',\n",
       " 'Frank Howe',\n",
       " 'Amy Beck',\n",
       " 'Lori Holmes',\n",
       " 'Rebekah Hampton',\n",
       " 'Perry Bishop',\n",
       " 'Andrew Hanson MD',\n",
       " 'Jody Hughes',\n",
       " 'Anna Garcia',\n",
       " 'Colleen Walker',\n",
       " 'Danny Bridges',\n",
       " 'Kristina Ford',\n",
       " 'Sabrina Davidson',\n",
       " 'Alexander Freeman',\n",
       " 'Jack Davis',\n",
       " 'Victor Rivera',\n",
       " 'Elizabeth Pena',\n",
       " 'Neil Castro',\n",
       " 'Michael Briggs',\n",
       " 'Anna Andersen',\n",
       " 'Elizabeth Oconnor',\n",
       " 'Zachary Brooks',\n",
       " 'Scott Jackson',\n",
       " 'Mary Fuentes',\n",
       " 'Denise Reyes',\n",
       " 'Janice Collier',\n",
       " 'Tina Barber',\n",
       " 'Keith Rojas',\n",
       " 'Michelle Decker',\n",
       " 'James Smith',\n",
       " 'Alexandra Thompson',\n",
       " 'Jacqueline Campbell',\n",
       " 'Austin Clark',\n",
       " 'Brooke Thomas',\n",
       " 'Molly Smith',\n",
       " 'Pamela Beck',\n",
       " 'Timothy Morris',\n",
       " 'Lauren White',\n",
       " 'Jessica Beltran',\n",
       " 'Alexandra Jones',\n",
       " 'Evelyn Rice',\n",
       " 'Stephen Ellis',\n",
       " 'Caroline Smith',\n",
       " 'Fred Case',\n",
       " 'Crystal Anderson',\n",
       " 'Jordan Gross',\n",
       " 'Marie Harris',\n",
       " 'Charles Hayes',\n",
       " 'Beverly Sheppard',\n",
       " 'Denise Solis',\n",
       " 'Alexander Myers',\n",
       " 'Sally Robertson',\n",
       " 'Steven Morris',\n",
       " 'Nina Flores',\n",
       " 'Miguel Patterson',\n",
       " 'John Simpson',\n",
       " 'Charles Cruz',\n",
       " 'Monica Davis',\n",
       " 'James Fields',\n",
       " 'Kevin Frederick',\n",
       " 'Jeremy Soto',\n",
       " 'Ronald Harris',\n",
       " 'Carol Stewart',\n",
       " 'Albert Durham',\n",
       " 'James Sanchez',\n",
       " 'John Adams',\n",
       " 'Cody Williams',\n",
       " 'Ernest Love',\n",
       " 'Tommy Smith',\n",
       " 'Jared Anderson',\n",
       " 'Jennifer Yang',\n",
       " 'Joe Mercado',\n",
       " 'Mr. Roberto Wright MD',\n",
       " 'Michael Smith',\n",
       " 'William Park',\n",
       " 'Benjamin Williams',\n",
       " 'Dean Perez',\n",
       " 'Mr. Dale Miller',\n",
       " 'Marissa Russell',\n",
       " 'Mary Gonzalez DDS',\n",
       " 'April Jackson',\n",
       " 'William Hayes',\n",
       " 'Meghan Holloway',\n",
       " 'Amy Coleman',\n",
       " 'James Green',\n",
       " 'Michael Tran',\n",
       " 'Joseph Cortez',\n",
       " 'Anita Moss',\n",
       " 'Benjamin Stokes',\n",
       " 'Michael Li',\n",
       " 'Alexander Rosales',\n",
       " 'Katie Dawson',\n",
       " 'Shelly Erickson',\n",
       " 'Kathryn Turner',\n",
       " 'Jacob Lee',\n",
       " 'Ryan Smith',\n",
       " 'Joshua Fernandez',\n",
       " 'Mia Roach',\n",
       " 'William Rodriguez',\n",
       " 'Wanda Cruz',\n",
       " 'Pamela Hall',\n",
       " 'David Smith',\n",
       " 'Jason Brown',\n",
       " 'Chelsea Alexander',\n",
       " 'Kimberly Tate',\n",
       " 'Daniel Williams',\n",
       " 'Terri Jacobson',\n",
       " 'Paul Harris',\n",
       " 'Jessica Thompson',\n",
       " 'Nancy Hawkins',\n",
       " 'Deborah Phillips',\n",
       " 'Mark Mendoza',\n",
       " 'Stephen Williamson',\n",
       " 'Jennifer Strong',\n",
       " 'Matthew Moore',\n",
       " 'Raymond Parker',\n",
       " 'Lee Evans',\n",
       " 'Curtis Rodriguez',\n",
       " 'Sara Morris',\n",
       " 'Dawn Palmer',\n",
       " 'Brianna Benson',\n",
       " 'Luis Watts',\n",
       " 'Mrs. Cindy Brown',\n",
       " 'Summer Sandoval',\n",
       " 'Ashley Smith',\n",
       " 'Randy Wallace',\n",
       " 'Angela Simmons',\n",
       " 'Sandra Haley',\n",
       " 'George Morgan',\n",
       " 'Melissa Ali',\n",
       " 'Matthew Oliver',\n",
       " 'Michael Kirk',\n",
       " 'Terry Khan',\n",
       " 'Kristie Elliott',\n",
       " 'Joel Campbell',\n",
       " 'Anthony Henderson',\n",
       " 'Brent Christensen',\n",
       " 'Heidi Hayes',\n",
       " 'Ryan Mcbride',\n",
       " 'Kyle Murillo',\n",
       " 'Angela Powell',\n",
       " 'Jeanette Simmons',\n",
       " 'Adam Vance',\n",
       " 'Kristen Murray',\n",
       " 'Jessica Burnett',\n",
       " 'Alex Walker',\n",
       " 'Robert Phillips',\n",
       " 'Elizabeth Martinez',\n",
       " 'Kristina Young',\n",
       " 'Sarah Morgan',\n",
       " 'Cheryl Harding',\n",
       " 'Keith Hunter',\n",
       " 'Todd Williams',\n",
       " 'James White MD',\n",
       " 'Kyle Johnson',\n",
       " 'Andrea Suarez',\n",
       " 'Michael Sanchez',\n",
       " 'Jaime Torres',\n",
       " 'Donald Gill DDS',\n",
       " 'Austin Lee',\n",
       " 'Adrian Bowman',\n",
       " 'Julie Perez',\n",
       " 'Debra Maxwell',\n",
       " 'Bradley Phillips',\n",
       " 'Sonya Simmons',\n",
       " 'Eric Miller',\n",
       " 'Charles Berger',\n",
       " 'Mary Monroe',\n",
       " 'Destiny Burns',\n",
       " 'Patrick Khan',\n",
       " 'Nathaniel Henson',\n",
       " 'Larry Miller',\n",
       " 'Timothy French',\n",
       " 'Xavier Mitchell',\n",
       " 'Jason Crosby',\n",
       " 'Joshua Johnson',\n",
       " 'Alyssa Clark',\n",
       " 'Jonathan Cooper',\n",
       " 'Mark Hunt',\n",
       " 'Norman Moore',\n",
       " 'Brian Atkins',\n",
       " 'Zachary Jones',\n",
       " 'Danielle Wong',\n",
       " 'Patricia Lane',\n",
       " 'Joshua Rose',\n",
       " 'Hannah Montes',\n",
       " 'Mrs. Catherine Williams MD',\n",
       " 'Michael Jenkins',\n",
       " 'James Scott',\n",
       " 'Evan Ballard',\n",
       " 'Andrea Miller',\n",
       " 'Jasmine Lynch',\n",
       " 'Jennifer Fox',\n",
       " 'Jared Castro',\n",
       " 'Eugene Cox',\n",
       " 'Wendy Wilson',\n",
       " 'Debbie Smith',\n",
       " 'Michael Fletcher',\n",
       " 'Jay Waters',\n",
       " 'Melissa Martinez',\n",
       " 'Cory Howard',\n",
       " 'Mitchell Hanson',\n",
       " 'Corey Boyer',\n",
       " 'Elizabeth Gonzalez',\n",
       " 'Robert Hutchinson',\n",
       " 'David Hernandez',\n",
       " 'Tammy Jordan',\n",
       " 'Denise Johnson',\n",
       " 'Brandi Copeland',\n",
       " 'Evan Marshall',\n",
       " 'Gregory Long',\n",
       " 'Kristen Underwood',\n",
       " 'Walter French',\n",
       " 'Edwin Thompson',\n",
       " 'Edward Rivera',\n",
       " 'Brandon Wilson',\n",
       " 'Alejandra Todd',\n",
       " 'Dana Hoffman',\n",
       " 'David Howard',\n",
       " 'Ashley Caldwell MD',\n",
       " 'Cindy Horn',\n",
       " 'Kevin Armstrong',\n",
       " 'Stacey Porter',\n",
       " 'Patrick Hunt',\n",
       " 'David White',\n",
       " 'Tammy Black',\n",
       " 'Joanna Williams',\n",
       " 'Becky Moran',\n",
       " 'Brenda Smith',\n",
       " 'Gabrielle Webb',\n",
       " 'Mr. Jared Campbell',\n",
       " 'Ryan Jenkins',\n",
       " 'Thomas Shepard',\n",
       " 'Jeremiah Boyd',\n",
       " 'Matthew White',\n",
       " 'Christina Anderson',\n",
       " 'Edward Olson',\n",
       " 'Emily Bryant',\n",
       " 'Amy Guzman',\n",
       " 'Kathleen Owens',\n",
       " 'John Davila',\n",
       " 'Nicole King',\n",
       " 'Jason Villarreal',\n",
       " 'Matthew Washington',\n",
       " 'Peter Simpson',\n",
       " 'Cristian Espinoza',\n",
       " 'Steven Fry',\n",
       " 'David Miller',\n",
       " 'Tamara Hernandez',\n",
       " 'Jordan Lewis',\n",
       " 'Carol Anderson',\n",
       " 'Michael Moreno PhD',\n",
       " 'Nicholas Logan',\n",
       " 'Paul Anderson',\n",
       " 'Jason Young',\n",
       " 'Wesley Martin',\n",
       " 'Karen Wall',\n",
       " 'Tara Parker MD',\n",
       " 'Michael Reyes',\n",
       " 'Amy Henderson',\n",
       " 'Jessica Reed',\n",
       " 'Joseph Miranda',\n",
       " 'Mackenzie Jones',\n",
       " 'Jon Espinoza',\n",
       " 'Kelly Medina',\n",
       " 'Jason Rubio',\n",
       " 'Jennifer Munoz',\n",
       " 'Christopher Warner',\n",
       " 'Vincent Thomas',\n",
       " 'Andrew Young',\n",
       " 'David Jenkins',\n",
       " 'Daniel Stephens',\n",
       " 'Elizabeth Lewis',\n",
       " 'Aaron Moore',\n",
       " 'Lisa Hogan',\n",
       " 'Shawn Williams DVM',\n",
       " 'Michele Dickerson',\n",
       " 'Dr. Alicia Martinez',\n",
       " 'Mr. Timothy Anderson',\n",
       " 'Sierra Jackson',\n",
       " 'Sharon Taylor',\n",
       " 'Jeffrey Smith',\n",
       " 'Mark Taylor',\n",
       " 'Christina Ross',\n",
       " 'Judy Hall',\n",
       " 'Jennifer Fox',\n",
       " 'Kenneth Moran',\n",
       " 'Gerald Ferguson',\n",
       " 'Albert Carter',\n",
       " 'Michael Reilly',\n",
       " 'Kathleen Schwartz',\n",
       " 'Stacey Harris',\n",
       " 'Mrs. Paula Lee',\n",
       " 'Adrian Black',\n",
       " 'Rita Moreno',\n",
       " 'Jason Perry',\n",
       " 'Scott Ortiz',\n",
       " 'Randy Mueller',\n",
       " 'Samantha Anderson',\n",
       " 'Phillip Brown',\n",
       " 'Christina Kerr',\n",
       " 'Derrick Hill',\n",
       " 'Nathan Bond',\n",
       " 'Marie Wilson',\n",
       " 'Caitlin Jones',\n",
       " 'Barbara Campbell',\n",
       " 'Katie Gonzales',\n",
       " 'Mr. Elijah Hall',\n",
       " 'James Sanders',\n",
       " 'Nicholas Martinez',\n",
       " 'Maria Mack',\n",
       " 'Mary Mason',\n",
       " 'Tiffany Campbell',\n",
       " 'Mr. Raymond Stone',\n",
       " 'Dominique Henderson',\n",
       " 'Martin Williams',\n",
       " 'Hannah Parker',\n",
       " 'Susan Webb',\n",
       " 'Rachel Johnson',\n",
       " 'Darren Davis',\n",
       " 'Tim Carr',\n",
       " 'Jesus Ryan',\n",
       " 'John Hays',\n",
       " 'Scott Stewart',\n",
       " 'Alexandra Roberts',\n",
       " 'Amanda Norman',\n",
       " 'James Moody',\n",
       " 'Brenda Jones',\n",
       " 'Kathy Smith',\n",
       " 'Raymond Clark',\n",
       " 'Ashley Martin',\n",
       " 'Tamara Flowers',\n",
       " 'Cesar Hanson',\n",
       " 'Ross Strickland',\n",
       " 'Randy Moore',\n",
       " 'Henry Andersen',\n",
       " 'Paul Martin',\n",
       " 'Sarah Stanley',\n",
       " 'Jordan Lewis',\n",
       " 'Ashley Richardson',\n",
       " 'Michael Brown',\n",
       " 'Jason Davis',\n",
       " 'Wendy Mcclain',\n",
       " 'Troy Williams',\n",
       " 'Carrie Alexander',\n",
       " 'Kyle Ware',\n",
       " 'Michael Robinson',\n",
       " 'Roger Wilson',\n",
       " 'Teresa Fuller',\n",
       " 'Craig Silva',\n",
       " 'Duane Thomas',\n",
       " 'Jon Crosby',\n",
       " 'Jon Steele',\n",
       " 'Daniel Shaw',\n",
       " 'Gwendolyn Williams',\n",
       " 'Angela Hess',\n",
       " 'Cameron Arnold',\n",
       " 'Janice Garcia',\n",
       " 'Anne Bullock',\n",
       " 'Katie Moody',\n",
       " 'Kayla Rivas',\n",
       " 'Danny Pearson',\n",
       " 'Billy Robles',\n",
       " 'Michelle Delgado',\n",
       " 'Cindy Harrison',\n",
       " 'John Dickerson MD',\n",
       " 'Tina Armstrong',\n",
       " 'Mr. Alex Franklin',\n",
       " 'Ryan King',\n",
       " 'Christine Guzman',\n",
       " 'Helen Malone',\n",
       " 'Benjamin Carpenter',\n",
       " 'Mrs. Jessica Dunn',\n",
       " 'Jessica Kaiser',\n",
       " 'Brandon Black',\n",
       " 'David Hernandez',\n",
       " 'Brenda Turner',\n",
       " 'Katherine Black',\n",
       " 'Larry Santos',\n",
       " 'Zachary Dominguez',\n",
       " 'Tanya Fernandez',\n",
       " 'Joseph Nichols',\n",
       " 'Rebecca Martinez',\n",
       " 'Traci Ramirez',\n",
       " 'Ryan Bauer',\n",
       " 'Joshua Williams',\n",
       " 'Devon Foley',\n",
       " 'Heidi Walter',\n",
       " 'Mario Nguyen',\n",
       " 'Jordan Hernandez',\n",
       " 'William Miller',\n",
       " 'Nicholas Chung',\n",
       " 'Christine Cooley',\n",
       " 'Carrie Nelson',\n",
       " 'Crystal Fowler',\n",
       " 'Lori Taylor',\n",
       " 'Mr. Michael Stevenson',\n",
       " 'Matthew Holmes',\n",
       " 'David Walls',\n",
       " 'Megan Martin',\n",
       " 'Karen Peterson',\n",
       " 'Kristen Wallace',\n",
       " 'Mark Peterson',\n",
       " 'Jason Jones DDS',\n",
       " 'Keith Barber',\n",
       " 'Patrick Green',\n",
       " 'Antonio Lopez',\n",
       " 'Travis Peterson',\n",
       " 'Gabriel Hunter',\n",
       " 'Amanda Ross',\n",
       " 'Samuel Thompson',\n",
       " 'Robert Bowman',\n",
       " 'Cynthia Cox',\n",
       " 'Brittany Miller',\n",
       " 'Eric Torres',\n",
       " 'Sandra Calhoun',\n",
       " 'Jacob Bailey',\n",
       " 'Jessica Harris',\n",
       " 'Molly Carr',\n",
       " 'Keith Davis',\n",
       " 'Adriana Wade MD',\n",
       " ...]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Put the student names in a list.\n",
    "student_names = student_data_df[\"student_name\"].tolist()\n",
    "student_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "52032de2",
   "metadata": {},
   "outputs": [],
   "source": [
    "name = \"Mrs. Linda Santiago\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "4b8c05c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Mrs.', 'Linda', 'Santiago']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "name.split()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8260e6af",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Mrs.', 'Linda', 'Santiago'] 3\n"
     ]
    }
   ],
   "source": [
    "print(name.split(), len(name.split()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f2f2f388",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a new list and use it for the for loop to iterate through the list.\n",
    "students_to_fix = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "12f05aff",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use an if statement to check the length of the name.\n",
    "# If the name is greater than or equal to \"3\", add the name to the list.\n",
    "\n",
    "for name in student_names:\n",
    "    if len(name.split()) >= 3:\n",
    "        students_to_fix.append(name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "fec72f42",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1531"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the length of the students whose names are greater than or equal to \"3\".\n",
    "len(students_to_fix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "03476469",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Dr. Richard Scott', 'Dr. Jordan Carson', 'Madeline Snyder MD', 'Mr. Dylan Taylor MD', 'Dr. Scott Gill', 'Miss Madison Everett', 'Virginia Ramirez MD', 'Joseph Morales III', 'Angela Perkins DVM', 'Heather Allen MD', 'Luke Lowery MD', 'Dr. Larry Hines', 'Emily Cardenas MD', 'Mrs. Elizabeth Espinoza DDS', 'Mrs. Lisa Becker', 'Mr. Travis Young', 'Paula Fernandez DVM', 'Dr. Xavier Bell II', 'Andrew Hanson MD', 'Mr. Roberto Wright MD', 'Mr. Dale Miller', 'Mary Gonzalez DDS', 'Mrs. Cindy Brown', 'James White MD', 'Donald Gill DDS', 'Mrs. Catherine Williams MD', 'Ashley Caldwell MD', 'Mr. Jared Campbell', 'Michael Moreno PhD', 'Tara Parker MD', 'Shawn Williams DVM', 'Dr. Alicia Martinez', 'Mr. Timothy Anderson', 'Mrs. Paula Lee', 'Mr. Elijah Hall', 'Mr. Raymond Stone', 'John Dickerson MD', 'Mr. Alex Franklin', 'Mrs. Jessica Dunn', 'Mr. Michael Stevenson', 'Jason Jones DDS', 'Adriana Wade MD', 'Erica Hurley MD', 'Dr. Garrett Wright', 'Mr. James Allen', 'Mr. Timothy Harper MD', 'Dale Brown MD', 'Dr. Christina Moore', 'Angela Peterson MD', 'Jennifer Ferguson MD', 'Anthony Wilson DDS', 'Dr. Jessica Lopez', 'David Miller Jr.', 'Dr. John Jones', 'Ms. Samantha Brown', 'Cynthia Hansen DVM', 'Rebecca Montoya MD', 'Dr. Jacob Matthews', 'Dr. Jacob Bell', 'Mr. Bruce Thomas', 'Robert Martin MD', 'Mrs. Marcia Jones PhD', 'Reginald Garcia IV', 'Patricia Smith MD', 'Amy Dyer DDS', 'Brian Hall DDS', 'Douglas Levy DDS', 'Mr. Eric Ibarra', 'Benjamin Ramirez MD', 'Raymond Freeman DDS', 'Carla Reeves MD', 'Dr. Donald Williams', 'Mr. John Carter', 'William Jackson DVM', 'Mr. Mitchell Cooper', 'Kevin Brown IV', 'Mrs. Kathleen Reed', 'Donna Robinson MD', 'Mrs. Dawn Olson DDS', 'Mr. Dustin Glover', 'Alexis French MD', 'Lisa Guerrero MD', 'David Nguyen DVM', 'William Washington Jr.', 'Julie Patterson MD', 'Mr. James Kelly', 'Dr. Robert Martin', 'Darlene Thomas PhD', 'Mr. Juan Jenkins', 'Mr. Juan Bryant II', 'Mr. Matthew Coleman', 'Bonnie Hammond MD', 'Kathleen Harris DDS', 'Steven Velez DDS', 'Tammy Cruz DDS', 'Dr. Marie Williams', 'Kenneth Paul Jr.', 'Mr. Jose Morris', 'Scott Rivers III', 'Melissa Rodriguez MD', 'Geoffrey Ortiz MD', 'Matthew Stewart MD', 'Sandra Thompson DDS', 'Mark Myers Jr.', 'Mrs. Maria Smith DDS', 'Dr. Kimberly Clements', 'Dr. Kenneth Webb', 'Amanda Patterson DVM', 'Miss Tara Banks DDS', 'Nancy Brown DVM', 'Chase Boyd MD', 'Mr. James Spence', 'Miss Colleen Stewart DDS', 'Mr. Todd Greene PhD', 'Amanda Hamilton DDS', 'Mrs. Lisa Rowland', 'Mr. Eric Moon', 'Mrs. Alicia Kelly DDS', 'Mr. Michael Norton Jr.', 'Mr. James Crosby', 'Mr. Sean Pena Jr.', 'Kathy Lucero DVM', 'Dustin Ferguson DDS', 'Dr. James Patterson', 'Dr. Juan Cobb MD', 'Victoria Garcia MD', 'Michael Evans DVM', 'Miss Ebony Bell', 'Mr. Justin Mullins DDS', 'Mrs. Jill Walker', 'Mr. Eric Hicks', 'Tara Williams DVM', 'Dr. Jessica Watkins', 'Mr. Joseph Turner', 'Cody Mueller Jr.', 'Kiara Williams MD', 'Mathew White Jr.', 'Steve Hendricks MD', 'Mr. Victor Duarte', 'Dr. Stacy Maynard', 'Mr. Steven Snyder PhD', 'Jessica Warner PhD', 'Trevor Summers DDS', 'Maria Doyle MD', 'Stacie Walker DDS', 'Megan House DVM', 'Ms. Deborah Coleman', 'Dr. Ryan Barker', 'Mr. Michael Cox', 'Mrs. Rebecca Martin DVM', 'Sara Jacobs MD', 'Mr. Jason Daugherty Jr.', 'Mrs. Natalie Holder MD', 'Charles Hernandez DDS', 'Dr. Charles Lawrence', 'Mr. Tyler Walker', 'Janet Whitaker MD', 'Jeremy Watkins MD', 'David Martinez DDS', 'Kimberly Olsen DDS', 'Dr. Nicole Roy', 'Mr. Justin Maxwell', 'Danielle Robinson DDS', 'Mrs. Susan Chase DDS', 'Mr. Alex Gonzales DDS', 'Leonard Webster II', 'David Taylor PhD', 'Mr. Christopher Stuart', 'Mr. Kevin Wilson', 'Mr. John Walters', 'Breanna Peterson MD', 'Terri Quinn PhD', 'Christian Reynolds DDS', 'Mr. Donald Gray', 'Dr. Shawn Brown', 'Samantha Salas MD', 'Valerie Thomas DDS', 'Mrs. Gina Anderson', 'Michael Stein Jr.', 'Mr. Robert Day', 'Justin Hernandez DDS', 'Mrs. Mikayla White', 'Dr. Edward Palmer', 'Elizabeth Coleman MD', 'Alexandra Hood PhD', 'Michael Gonzalez DDS', 'Ryan Phillips Jr.', 'Ashley Jones DDS', 'Susan Trujillo MD', 'Carol Baker MD', 'Kelly Ibarra MD', 'Mrs. Crystal Perez', 'Mr. Joshua Jensen MD', 'Ms. Vanessa Ortiz DDS', 'Mr. Jay Navarro', 'Dr. Jimmy Smith MD', 'John Compton DDS', 'Mario Wheeler PhD', 'Mr. Joshua Simon', 'Alicia Ferguson DVM', 'Dr. Amy Melendez', 'Gloria Fritz DDS', 'Dr. Michael Miller', 'Mrs. Alexandra Taylor', 'Dr. Jennifer Ramirez MD', 'Mrs. Amy Walker MD', 'David Dickson MD', 'Amanda Mills DDS', 'Mr. Jason West', 'Mr. Joshua Hall', 'Mrs. Elizabeth Mitchell', 'Dr. Sarah Miller', 'Allen Snyder Jr.', 'Calvin Williams Jr.', 'Dr. Tammy Shelton', 'Miss Jennifer Gibson', 'Miss Christy Robinson', 'Mr. Michael Rhodes', 'Deborah Huffman DDS', 'Ronald Torres Jr.', 'Mr. Oscar Bautista', 'Ellen Mcgee MD', 'Emily Andrews MD', 'Richard Williams PhD', 'Mr. Michael Baker PhD', 'Dr. Robert Taylor', 'Traci Obrien DDS', 'Robert Harris MD', 'Dr. Diana Martin', 'Logan Ward MD', 'Mrs. Janice Dixon', 'Gabriel Smith III', 'Linda Duran DVM', 'Ronald Mayer PhD', 'Mr. David Smith', 'Brian Pitts Jr.', 'Ms. Stephanie Rose', 'Mr. Richard Stephens', 'Miss Kimberly Joseph', 'Bruce Thompson II', 'Tony Adams DDS', 'Dr. Annette Collins DDS', 'Mr. Chad Hendricks', 'Lindsey Tyler DVM', 'Michael Drake MD', 'Jeremy Sanders II', 'Mr. George Goodwin MD', 'Amanda Ramirez DDS', 'Aaron Morris MD', 'Mrs. Michelle Butler', 'Mr. Robert Carson', 'Mrs. Jennifer Martin DDS', 'Miss Amber Wallace', 'Mrs. Mary Hardy', 'Jennifer Smith PhD', 'Jodi White DDS', 'Mr. Ryan Strickland', 'Mr. Michael Koch', 'Mrs. Kara Rodriguez DDS', 'Mr. Ryan Adams', 'Austin Johnson II', 'Mr. Samuel Robertson DVM', 'Benjamin Vargas DDS', 'Mrs. Wendy Thomas', 'Bryan Conway Jr.', 'Brittany Hatfield DVM', 'Mrs. Casey Hayes', 'Johnny Byrd MD', 'Nicole Burke MD', 'Brett Banks DVM', 'Mrs. Lori Johnson', 'Michael Shea MD', 'Jesse Thompson DDS', 'Brooke Simpson DVM', 'Mr. Michael Davis', 'Mr. Thomas White', 'Jessica Scott DDS', 'Mr. Michael Burton', 'Mrs. Laurie Brown', 'Dr. Cindy Logan', 'Nicholas Jones MD', 'Ronald Moore II', 'Mr. Jonathon Patrick', 'Mr. Andrew Kemp', 'Alexander Garcia PhD', 'Brett Campbell MD', 'Mrs. Paige Hall', 'Danielle Smith MD', 'Catherine Mendez MD', 'Mr. David Mcdonald', 'Mrs. Ashley Porter DDS', 'Jason Mcdowell MD', 'Mr. Martin Lozano', 'Bruce Hendrix MD', 'Pamela Cox DDS', 'Dr. Kristina Turner', 'Samantha Buchanan DDS', 'Mr. Cameron Singh', 'Mr. Steven Davis', 'Ruth Martinez MD', 'George White DDS', 'Dr. Michael Johnson', 'Joshua Garrison PhD', 'Mr. Nicholas Rodriguez DVM', 'Ms. Sarah Ray DVM', 'Natalie Rivera MD', 'Dr. Tracy Powell', 'Mr. Jason Chavez MD', 'Mrs. Leslie Mathews', 'Patrick Newman DDS', 'Mr. Michael Chapman DDS', 'Jennifer Long PhD', 'Matthew Anthony MD', 'Robert Garrison IV', 'Jamie Anderson DDS', 'William Gonzalez Jr.', 'Dr. Jennifer Weiss', 'Dr. Cynthia Torres', 'John Miranda DDS', 'Dr. Brian Matthews Jr.', 'Mr. Christopher Quinn', 'Mrs. Jacqueline Rose', 'Mrs. Angela Gray', 'Mrs. Tara Carpenter', 'Shannon Stevenson MD', 'Kaitlin Warner MD', 'Dr. Jessica Fowler MD', 'Mrs. Catherine Armstrong', 'John Mullins DDS', 'Christina Benson MD', 'Amy Martinez DVM', 'Ashley Edwards DVM', 'Melissa Herrera DDS', 'Adam Arroyo DDS', 'Dr. Amanda Cochran', 'Eric Richards Jr.', 'Mrs. Angela Martinez', 'Natalie Garcia MD', 'Mr. Dennis Duke', 'Christopher Fleming MD', 'Misty Beck DDS', 'Sharon Lloyd DDS', 'Mrs. Laura Malone MD', 'Dr. Gabriel Flores MD', 'Dr. Russell Gallegos', 'Kyle Walker MD', 'Caleb Oliver MD', 'Mr. Cameron Erickson', 'Pamela Oliver DVM', 'Mariah Russell MD', 'Jonathan Fisher DVM', 'Ms. Sarah Mcintosh DVM', 'Lynn Jones MD', 'Allison Martinez DDS', 'Jeffrey Zamora MD', 'Kenneth Munoz Jr.', 'Dr. Ellen Mcclure DDS', 'Samantha Ballard MD', 'Mariah Franco MD', 'Mr. Daniel Smith DVM', 'Jon Delgado Jr.', 'Mrs. Anna Dickerson', 'Mrs. Cynthia Martinez DDS', 'Angela Hamilton MD', 'Mrs. Stephanie Stone', 'Dr. Marcus Kim MD', 'Jordan Brewer PhD', 'Mrs. Veronica Neal', 'Dr. Mike Alvarez', 'Patricia Lee DDS', 'Andrew English Jr.', 'Dr. Jennifer Martinez MD', 'Dr. Donna Humphrey', 'Mrs. Jennifer Tucker DDS', 'Mrs. Jamie Bond', 'Judy Mills MD', 'Christina Jackson DDS', 'Mr. Raymond Cox Jr.', 'Dr. Donna Cooper', 'Jeffrey Mcclain Jr.', 'Mr. Joseph Hill', 'Bryan Shaffer DVM', 'Julie Bond MD', 'Michael Hunter DDS', 'Melissa Rodriguez PhD', 'Deborah Rodriguez MD', 'Mrs. Andrea Wilson', 'Dr. Jonathan Woods PhD', 'Jacob Ballard MD', 'Mr. Brian Poole V', 'Jeffrey Kim II', 'Mr. Michael Gonzalez', 'Kevin Brooks MD', 'April Hansen PhD', 'Mr. Brian Austin', 'Sara Cooper DVM', 'Kelsey Ellis MD', 'Deborah Madden MD', 'Dr. Brooke Silva', 'Dr. Melissa Allen PhD', 'Karen Thomas MD', 'Mrs. Sophia Harper', 'Tara Singleton MD', 'Dr. Alison Flores', 'Kenneth Adams MD', 'Mrs. Natasha White', 'Amanda Sanchez DDS', 'Scott Campbell DVM', 'Matthew Alexander Jr.', 'Dr. Shane Gilmore MD', 'Miss Paula Lawson', 'Mrs. Theresa Roberts', 'Kevin Reynolds Jr.', 'Mr. David Anderson', 'Dr. Gabrielle Morris', 'Jacob Skinner Jr.', 'Miss Lisa Kennedy', 'Timothy Byrd DDS', 'Haley Jordan PhD', 'Deborah Mack DVM', 'Mckenzie Morris DVM', 'Megan Saunders MD', 'Tina Meyer MD', 'Harold Sutton MD', 'James Allen DVM', 'Dr. Lauren Perry', 'Eric Riley MD', 'Jamie Rogers DDS', 'Natasha Lee MD', 'Ms. Paula Taylor', 'Theodore Mendez DDS', 'Ms. Rebecca Johnson', 'Mr. Dennis Gibson Jr.', 'Mrs. Sherry Flores MD', 'Dr. Alejandro Swanson', 'Dr. Tiffany Peters DDS', 'Christopher Crawford DDS', 'Jimmy Shea Jr.', 'Mr. Joshua Cunningham', 'Mr. Travis Jackson', 'Dr. Mary Johnson', 'Mr. Patrick Duarte', 'Mr. Adam Hernandez', 'Dr. Susan Wright', 'Miss Stephanie Perry DVM', 'Dr. Tracey Gonzalez', 'Paul Hernandez DVM', 'Mrs. Jasmine Schroeder', 'Mr. Adam Sosa', 'Linda Sanchez DDS', 'Mrs. Danielle Jones', 'Benjamin Henry MD', 'Mr. Randy Reyes', 'Mr. Russell Elliott', 'Mr. Thomas Smith MD', 'Rachel Hanna DVM', 'Robert Stephens MD', 'Dr. Sean Duncan MD', 'Maria Adams MD', 'Mrs. Theresa Bauer', 'Teresa Blair DDS', 'Dr. Jennifer Campbell MD', 'Dr. Melody Garcia', 'James Reed Jr.', 'Elizabeth Wallace MD', 'Mrs. Gina Williams', 'Emily Price MD', 'Mrs. Bonnie Boyd PhD', 'Dr. Harry Campbell', 'Dr. Kevin Simon', 'Dr. Eric Lambert PhD', 'Mr. John Mathis', 'Jason Bush DDS', 'Ms. Amy House', 'Dr. Kevin Diaz', 'Mr. Kevin Benjamin', 'Mrs. Michelle Dickerson DDS', 'Dr. Alexandra Mays', 'Mrs. Jessica Hebert', 'Dr. George Cline', 'Mrs. Whitney Scott', 'Jennifer Jenkins DDS', 'Mr. Gregg Rosario', 'Scott Roth MD', 'Evelyn Kirby MD', 'Miranda Thompson PhD', 'Dr. Carla Ross', 'Mrs. Tanya Odom', 'Jeffery Baker Jr.', 'Mrs. Melissa Medina', 'Daniel Lara MD', 'Mrs. Nicole Vazquez', 'Dr. Emily Gutierrez DDS', 'Dr. Stephanie Smith', 'Derrick Hughes III', 'Mr. Eduardo James', 'Mr. Michael Cook', 'Mr. David Hill', 'Dr. Ryan Orozco DVM', 'Joshua Rivera Jr.', 'Marc Harmon DDS', 'Mr. Keith Peters DDS', 'Amanda Freeman MD', 'Dr. Michelle Carlson', 'Dr. Stephen Vargas', 'Colleen Frederick DVM', 'Dr. Harry Chang', 'Taylor Grant MD', 'Mrs. Renee Thomas DDS', 'Dr. Shannon Johnson MD', 'Mrs. Christina Horne', 'Mrs. Deborah Walters PhD', 'Mr. Jesse Gonzalez', 'Larry Martinez DDS', 'Mrs. Anita Lee', 'Dr. James Jones', 'Dr. Tammy Jones', 'Michael Golden MD', 'Dr. Gavin Tate', 'Dr. Christopher Collins', 'Timothy Guzman Jr.', 'Mr. Alexander Thomas', 'Dr. James Lewis', 'Mr. Andrew Miller', 'Mrs. Kelly Hall', 'Dr. Kayla Lowe', 'Dr. Joseph Park', 'Dr. Alfred Foster', 'Amy Stephenson MD', 'Stephen Black DVM', 'Dr. Daryl Smith', 'Stuart Gross DDS', 'Michael Hardy DDS', 'Mr. Kenneth Chase', 'Mrs. Anna Everett MD', 'Mr. Joshua Young', 'Mrs. Robin Lopez MD', 'Dr. Elizabeth Benson', 'Dr. Casey Hogan', 'Elizabeth Peterson DVM', 'Marilyn Vasquez DVM', 'Mr. Jack Reed', 'Zachary Shields DVM', 'Mrs. Molly Lopez MD', 'Dr. Stephanie Jones', 'Benjamin George DDS', 'David Thomas DVM', 'Jill Hudson DDS', 'Mary Mccormick MD', 'Michelle Smith MD', 'Carl Burns MD', 'Mr. Juan Buckley DDS', 'Dr. Michelle Brown', 'Jose Huffman PhD', 'Deanna Mccarthy DDS', 'Mrs. Robin Hughes', 'Laura Shannon DVM', 'Mary Fox DDS', 'Ms. Jamie Sanchez', 'Meredith Tucker DVM', 'Jose Manning DDS', 'Lisa Bruce DVM', 'Crystal Howard DVM', 'Mrs. Tracy Williams', 'Mr. Jeffery Diaz', 'Julie Baker DDS', 'Miss Danielle Adams', 'Lonnie Allen II', 'Mr. Bryan Brooks', 'Ashley Jimenez MD', 'Tyrone Clark III', 'Eric Mullins DDS', 'Mr. Jonathan Walker', 'Patricia Villarreal DDS', 'Mrs. Megan Kaufman DVM', 'Mathew Thompson DVM', 'Mrs. Whitney Figueroa', 'Miss Debbie Chavez', 'Emma Bates MD', 'Jeffrey Nelson Jr.', 'Michael Mann II', 'Mrs. Karina Perry', 'Dr. Chelsey Williams MD', 'Jessica Sanchez PhD', 'Joseph Ellis PhD', 'Mrs. Heather Gregory', 'Mr. Steven Davies', 'Dr. Lauren Brown', 'Brett Garcia MD', 'Anthony Davis DDS', 'Anita Salazar DVM', 'Joseph Jones DVM', 'Edward Davis MD', 'Mr. Brian Abbott', 'Nicole Pennington MD', 'Kelly Doyle DVM', 'Franklin Chen DVM', 'Mr. Brandon Young', 'Nathan Welch PhD', 'Dr. Katrina Farmer', 'David Johnson Jr.', 'Timothy Chavez Jr.', 'Michele Oconnell MD', 'Elizabeth Tran MD', 'Dr. Grace Martin', 'Sarah Chaney DDS', 'Mrs. Brooke Henry DDS', 'Dr. Lisa Coleman', 'Brian Powell III', 'Logan Oconnell PhD', 'Lance Rangel Jr.', 'Dr. Nicole King', 'Mr. John Carroll', 'Mr. Anthony Mccormick', 'Samuel Ruiz MD', 'Ms. Jennifer Richard', 'Mr. Stephen Cochran', 'Gary Jarvis MD', 'Dustin Stephenson MD', 'Mr. Derrick Campbell DDS', 'Lori Brown MD', 'Mrs. Brooke Rodgers', 'Mr. David Moss', 'Mr. Joseph Knight DDS', 'Mrs. Brittany Duncan MD', 'Mrs. Jennifer Edwards DVM', 'William Cook PhD', 'Kristina White MD', 'Tonya Henry MD', 'Robert Sanders PhD', 'Noah Herrera Jr.', 'Linda Marshall MD', 'James Davis MD', 'Dawn Gilbert MD', 'Dr. Dennis Andrews', 'Mr. John Evans', 'Mr. Michael Brooks', 'Shannon Ortiz MD', 'Mrs. Brenda Bishop MD', 'Wanda Miller MD', 'Mrs. Sheila Wagner', 'Mrs. Kathleen Johnson DVM', 'Dr. Shannon Russo', 'Chad Chavez DVM', 'Mr. William Holt', 'Paul Jensen PhD', 'Cassandra Gardner DDS', 'Mrs. Susan Klein', 'Dr. Amanda Nguyen', 'Mrs. Leslie Esparza', 'Mrs. Jacqueline Simpson', 'Mrs. Tammy Crane', 'Dr. Wendy Oliver', 'Katelyn Mejia DDS', 'Dr. Miguel Rivera', 'Mrs. Nancy Landry', 'Renee Stewart MD', 'Breanna Mcintyre DDS', 'Sarah Fischer MD', 'Ronald Berry DVM', 'Mrs. Amanda Cook', 'Dr. Monica Gonzalez', 'Miss Jennifer Moore', 'Crystal Watson DVM', 'Suzanne Edwards DDS', 'Lance Brown DVM', 'Olivia Taylor DDS', 'Mrs. Lauren Lewis', 'Jillian Proctor MD', 'Yvette Jacobson MD', 'Chelsea Rhodes DVM', 'Robert Brown DVM', 'Maria Brooks DDS', 'Eric Johnson Jr.', 'Kelly Webb PhD', 'Dr. Valerie Chen', 'Mrs. Taylor Martin', 'Dr. Andre Casey', 'Mr. Stephen Clements', 'Kevin Morrow MD', 'Dr. Louis Skinner', 'Adam Walker DVM', 'Mr. Steven Smith', 'Dr. Willie King', 'Miranda Stanley DVM', 'Dr. Travis Johnson', 'Mr. Christopher Cook', 'Mr. Martin Hensley DDS', 'Kelly Haynes DVM', 'Mr. Alexander Foster MD', 'Mr. William Rodgers', 'Anne Larsen MD', 'Sherry Johnson MD', 'Victor Chavez II', 'Brandon Dougherty DDS', 'Elizabeth Young DDS', 'Mr. Joshua Lucas', 'Michael Walsh DDS', 'Mrs. Lauren Campbell', 'Troy Camacho MD', 'Richard Ellis Jr.', 'Mr. Brandon Johnson', 'Mrs. Brooke Campbell', 'Dr. Karen Kelley', 'Mr. Jason Simmons', 'Mr. Larry Francis MD', 'Mr. Christopher Griffin', 'Mr. Dean York', 'Charles Goodman Jr.', 'Miss Erin Bradley DDS', 'Mr. Michael Allen', 'Kelly Romero MD', 'Anna Yang MD', 'John White DVM', 'Mr. James Barnes', 'Mr. Carlos Warner', 'April Calderon MD', 'Mrs. Kimberly Key DDS', 'Eric Park DDS', 'Patrick Barker PhD', 'Michael Singh Jr.', 'Jonathan Smith Jr.', 'Allen Morris Jr.', 'Mr. Lee Rose', 'Dr. Carl James', 'Dr. Kimberly Benjamin', 'Mr. Lucas Smith', 'Mr. Jason Grant DDS', 'Aaron Solis Jr.', 'Ryan Graham MD', 'Justin Morgan MD', 'Mrs. Victoria Cochran', 'Dr. Ryan Roberts', 'Katie Strickland DDS', 'Emma Perry MD', 'Mr. Daniel Mckinney Jr.', 'Mr. Paul Farmer', 'Stephanie Howard MD', 'Mandy Mcconnell DDS', 'Mrs. Angelica Hall', 'Christopher Petty Jr.', 'Megan Shaw DDS', 'Bianca Huynh MD', 'Miss Christina Burns', 'Melissa Dunn MD', 'Mr. Derek Wilson', 'Mr. Angel Johnson', 'Mrs. Nicole Duran', 'Michael Garcia Jr.', 'Mrs. Bethany Fisher PhD', 'Mr. Daniel Nguyen DDS', 'Wanda Moore MD', 'Charles Short II', 'Kimberly Jacobson PhD', 'Debbie Brown DVM', 'Mr. Michael Dyer MD', 'Joshua Kim DDS', 'Daniel Fitzpatrick PhD', 'Jordan Waller MD', 'Mr. Jesse Bell', 'Mario Myers MD', 'Terry Adams DDS', 'Derek Barker Jr.', 'Mrs. Renee Gordon', 'Mr. Vincent King', 'Dr. Oscar Lawson MD', 'Lisa Zimmerman DVM', 'Mr. Phillip Vaughan', 'Joseph Dyer MD', 'Dr. Austin Cole', 'Mrs. Amanda Martin', 'John Thomas MD', 'Sierra Dominguez MD', 'Mrs. Katie Weber MD', 'Ms. Nancy Green', 'Mrs. Pamela Garcia', 'Danielle Stanton MD', 'Elizabeth Logan DDS', 'Courtney Wall DVM', 'Karen Harris PhD', 'Mrs. Amanda Herring', 'Dr. David Miller', 'Mr. Eric Anderson', 'Mrs. Sheena Bailey DVM', 'Zachary Garrett III', 'Thomas Harrison Jr.', 'Megan Bennett DVM', 'Mr. Steven Harrison', 'Amy Mcintosh MD', 'Dr. Frank Anderson', 'Jamie Dawson MD', 'Mr. Andrew Mitchell V', 'Dr. Travis Richmond', 'Mrs. Amy Cain', 'Aaron Davis Jr.', 'Thomas Burgess MD', 'Amanda Hale DVM', 'Derek Cooke MD', 'Dr. Daniel Bowman', 'Dr. Jonathan Palmer', 'Lori Mitchell DDS', 'Mr. Richard Armstrong', 'Dr. Timothy Johnson', 'Mrs. Pam Lewis DVM', 'Amy Gutierrez DDS', 'Dr. Christina Flores', 'Brian Bailey Jr.', 'Mrs. Carla Humphrey', 'William Burch MD', 'Yvonne Robinson PhD', 'Martha Mcdonald DVM', 'Dr. Mary Schwartz', 'Taylor Green DDS', 'Christopher Simmons PhD', 'Rhonda Peterson MD', 'Jacqueline West DDS', 'Anne Lee DDS', 'Jacqueline Snow MD', 'Dr. Jennifer Shea', 'Clayton Williams DVM', 'Mr. Jeremiah Morris IV', 'Mr. John Harris', 'Mr. David Morales Jr.', 'Barbara Johnson MD', 'Megan Gutierrez MD', 'Larry Chandler Jr.', 'Ronald Matthews PhD', 'James Clark II', 'Cameron Roman Jr.', 'Mr. Ian Smith', 'Melissa Hunt MD', 'Alexandria Cooper MD', 'Mr. Andre Jensen', 'Renee Garcia MD', 'Christopher Smith Jr.', 'Mrs. Lori Rogers MD', 'Tammy Dunlap DVM', 'Matthew Sawyer PhD', 'Mike Harris PhD', 'Mrs. Christina Mitchell DDS', 'Evelyn Suarez DDS', 'Christina Alvarez PhD', 'Emily Duran MD', 'Todd Grant Jr.', 'Mrs. Veronica Sherman', 'Mr. Alan Anderson', 'Mr. Jason Jackson', 'Mrs. Jennifer Rivera', 'Dr. Terry Sanchez', 'Mr. Scott Sexton', 'Mrs. Wendy Hayes', 'Kenneth Santiago MD', 'Dr. Matthew Hernandez', 'Louis Hodges DDS', 'Dr. Douglas Duffy', 'Mrs. Michelle Patterson', 'Mrs. Jennifer Craig', 'Mr. Michael Graham', 'Dr. David Wright', 'Jeanne Fischer MD', 'Mrs. Amanda Rose', 'Rebecca Salazar DDS', 'Mrs. Kathleen Cook', 'Robert Olson DVM', 'Richard Cherry DDS', 'Jeffrey Shepard DVM', 'James Holland MD', 'Dr. Patricia Baker', 'Joshua Montgomery MD', 'Kevin Andrews PhD', 'Dr. Rachel Gilbert', 'Kenneth Avila Jr.', 'Miss Taylor Barron', 'Mr. Jason Lopez Jr.', 'Parker Carter MD', 'Dennis Wells DDS', 'Mrs. Carol White', 'Courtney Stephenson MD', 'Dr. Andrea Rose', 'Dr. Seth Villarreal DVM', 'Mrs. Sabrina Murillo MD', 'Mr. Eric Gordon', 'Mrs. Brenda Johnson DVM', 'Anthony Garrett DDS', 'Billy Franco PhD', 'Mr. Jeremiah Rogers', 'Mr. Donald Vang', 'Dr. Alexander Chang PhD', 'Mr. Robert Hendricks', 'Dr. Bryan Kim', 'Mrs. Cynthia Lopez', 'Dr. Laura Thompson', 'Ms. Stephanie Schwartz DDS', 'Mr. Anthony Deleon', 'Miss Sarah West', 'Dr. Devin Sharp PhD', 'Brittney Hammond DVM', 'Miss Chelsea Sullivan PhD', 'Dr. Jessica Love DVM', 'Leah Page DDS', 'Hannah Rose MD', 'Miss Norma Mcfarland', 'Dwayne Mathis Jr.', 'Cheryl Gay PhD', 'Patrick Morgan MD', 'Jeremy Rivera MD', 'Mr. Colton Collins II', 'Mr. Alexander Dalton', 'Dr. Nicholas Braun', 'Chris Palmer III', 'Mr. Mason Hernandez MD', 'Dr. Roberta Edwards', 'Dr. Kaitlin Barton', 'Dr. Nicholas Garcia', 'Mr. Trevor Woods', 'Dr. Bradley Jones DDS', 'Dr. Jennifer Thomas DDS', 'Dr. Adam Rivera', 'Mr. Sean Coleman PhD', 'Dr. Sheila Walton MD', 'Ian Sanchez DVM', 'Dr. Robert Mckinney', 'Laura Franco MD', 'Kelly Williams DDS', 'Mason Adams MD', 'Mr. Jason Davis', 'Dr. Daniel Flores', 'Mr. Gary Anderson DDS', 'Tyler Randall Jr.', 'Joshua Santiago DDS', 'Laurie Moore DDS', 'Dr. Susan Walsh', 'Kristin Smith MD', 'Mrs. Denise Vasquez', 'Miss Bridget Ryan', 'Joseph Morgan IV', 'Carlos Adkins Jr.', 'Michael Craig DDS', 'Dr. Brent Schwartz', 'Mrs. Melissa Vasquez', 'Ms. Sandra Ware', 'Dr. Becky Powell', 'Dr. Matthew Cooper DDS', 'Mark Livingston Jr.', 'Mr. Michael Martin DVM', 'Kari Anderson DVM', 'Mrs. Kaitlin Oconnor DVM', 'Crystal Miller DVM', 'Mrs. Margaret Watson', 'Mr. John Martin', 'Richard Price MD', 'Jennifer Powell DVM', 'Sheri Davis DDS', 'Traci Blanchard MD', 'Mrs. Nancy Blair', 'Aaron Carpenter MD', 'Dr. Monica Wilson', 'Dr. Kristin Holland', 'Kimberly Knight DDS', 'Mrs. Brittany Ford DDS', 'Benjamin Singh DVM', 'Dr. Amber Owens', 'Michael Williams III', 'Mrs. Wendy Gomez DVM', 'Kara Stuart MD', 'Kayla Torres DVM', 'Bobby Hart DDS', 'Mark Russell MD', 'John Duncan MD', 'Rachel Gonzalez DVM', 'Mrs. Katherine Jones', 'Dr. Brian Harrington DVM', 'Mrs. Theresa Winters', 'Mr. Chad Hale', 'Miguel Cook MD', 'Eric Evans III', 'John Murray DDS', 'Dr. Andrew Young', 'Mrs. Jordan White MD', 'Dr. Erica Stevenson', 'Mr. Stephen Hardy', 'Paul Stanley DDS', 'Christina Gonzalez DVM', 'Dr. Anthony Jimenez', 'Christopher Thornton Jr.', 'Mrs. Julie Powers', 'Dr. Christopher Sullivan', 'Dr. Joyce Pace', 'Dr. Alyssa Patrick', 'Adam Hayes III', 'Brittany Holmes MD', 'Mrs. Angela Floyd', 'Ms. Angela Hernandez', 'Michael Cummings MD', 'Brittany Sanchez PhD', 'Nicole Mclean DVM', 'Dr. Melissa Fernandez', 'Scott Bishop DDS', 'Mrs. Alexandra Hamilton', 'Dr. Jacob Taylor MD', 'Michael Moore Jr.', 'Ms. Alicia Zhang DDS', 'Mrs. Sharon Rose', 'Amber Ray MD', 'Mr. Jeremy Chang', 'Joseph Hudson II', 'Jessica Hughes MD', 'William Brooks Jr.', 'Mr. Jacob Frost', 'Mrs. Melissa Ingram DDS', 'Dr. Robert Murphy', 'Mrs. Melanie Martinez PhD', 'Mr. Stephen Berry', 'Dr. Judith Reese', 'Sarah Young DDS', 'Angela Thompson DDS', 'Mr. Darren Taylor', 'Daniel Welch II', 'Roger Horton Jr.', 'Dr. Virginia Evans', 'Dr. John Dyer', 'Jeffery Brown DDS', 'Paul Cox MD', 'Mrs. Angela Williams', 'Cory Marshall II', 'Mrs. Megan Clark MD', 'Dr. Jennifer Hogan MD', 'Natalie Davis MD', 'Dr. Sarah Johnson', 'Dr. Corey Mathis', 'Mr. Joshua Thompson Jr.', 'Nancy Stewart DDS', 'Mr. Brian Glover', 'Roberta Garcia MD', 'Erin Conrad DVM', 'Dr. Karla Love', 'Dr. Tina White PhD', 'Leslie Wright MD', 'Ms. Brittney Nunez', 'Mrs. Susan Mccormick', 'Amanda Wolf DVM', 'Mr. Mitchell Coleman', 'Miss Christy Harris', 'Dylan Foley DDS', 'Mr. Lance Stark', 'Ricky Murphy DDS', 'Mr. Elijah Anderson', 'Kristen Dennis DVM', 'Mr. Casey Vang', 'William Young DDS', 'Ms. Kristina Cook', 'Mrs. Kimberly Floyd DDS', 'Mr. Timothy Brooks', 'Mrs. Samantha Jackson', 'Miss Lori Doyle', 'Ms. Karen Villegas MD', 'Brenda Maldonado MD', 'Katherine Pierce MD', 'Dr. Aaron Morrison MD', 'Marcia Swanson DDS', 'Yolanda Harris DVM', 'Roger Forbes PhD', 'Dr. Tiffany Harmon', 'Mrs. Kimberly Brandt', 'Mr. Casey Pham', 'Mrs. Dana Hammond DDS', 'John Ruiz DDS', 'David Li MD', 'Lisa Velasquez MD', 'Brian Bryan MD', 'Mr. Brian Wilson', 'Mr. Joseph Medina', 'Monica Dean DDS', 'Travis Mcintyre DVM', 'Mrs. Kelsey Marshall', 'Mr. Duane Roberts MD', 'Jon Flores II', 'Mrs. Lisa Lyons MD', 'Dr. Philip Jones Jr.', 'Greg Joyce Jr.', 'Ms. Barbara Tran', 'Mrs. Mary Duarte MD', 'Christina Hull MD', 'Mr. Anthony Wilson', 'Mrs. Lisa Baker', 'Miss Mary Sloan', 'Mr. Joshua King', 'Daniel Mckinney MD', 'Nicole Martinez MD', 'Dr. David Robinson DVM', 'Joe Butler MD', 'Thomas Frye Jr.', 'Patrick Mcdaniel PhD', 'Dr. Brooke Williams', 'Robert Edwards PhD', 'Cynthia Mclaughlin PhD', 'Mark Hardy DDS', 'Dr. Kathryn Riley', 'Mrs. Heather Price', 'Miss Ashley Howell', 'Mr. James Adams', 'Mr. Michael Eaton', 'Mr. Joseph Marquez Jr.', 'Danielle Mercer DVM', 'Jacqueline York DDS', 'Mrs. Barbara Sanchez', 'Dr. Valerie Kline', 'Mr. Tony Cobb', 'Mr. Justin Jarvis', 'Nichole Novak MD', 'Mr. Matthew Cameron', 'Michael Robinson DVM', 'Adam Munoz PhD', 'Mr. Stephen Vaughan', 'Mr. Daniel Hale', 'Valerie Mccormick MD', 'Robert Smith Jr.', 'David Beck Jr.', 'Dana Bennett DVM', 'Dr. Tina Woodard', 'James Smith MD', 'Mr. Jerry Norton', 'Billy Hall DDS', 'Dr. Lauren Robertson MD', 'Mrs. Joyce Cunningham', 'Mr. Matthew Reilly', 'Erik Lowe MD', 'Mrs. Tara Lee', 'Dr. Theresa Gaines MD', 'Danielle Brown MD', 'Miss Misty Wood', 'Jonathan Maldonado MD', 'Mrs. Ashley Martin', 'Ms. Emily Ford', 'Mr. Isaiah Martinez DDS', 'Christopher Moore PhD', 'Mr. Andrew Robinson', 'Mr. Ryan Gates', 'John Fitzgerald MD', 'Gail Page PhD', 'Cheryl Richards MD', 'Todd Sandoval DVM', 'Mr. Brendan Watson', 'Mr. Brandon Bryan', 'Mrs. Karen Wright MD', 'Rhonda Stevenson MD', 'Danielle Cook MD', 'Ms. Taylor Velazquez', 'Michelle Porter DDS', 'Ryan Gomez II', 'Mrs. Rachel Hensley', 'Mrs. Cynthia Lawrence', 'Melissa Gonzalez DVM', 'Dr. Laura Tyler', 'Erik Smith Jr.', 'Angie Clarke DVM', 'Jennifer Olson MD', 'Omar Thompson Jr.', 'William Smith DDS', 'Jessica Smith DVM', 'Mr. Justin Mccoy', 'Robert Nguyen DDS', 'Leonard Roberts Jr.', 'Dr. Paul Johnson', 'Cody Martinez DVM', 'Duane Li Jr.', 'Ms. Allison Cunningham', 'Dr. Robert Hurley', 'Mrs. Ashley Floyd', 'Hunter James DDS', 'Dr. Brianna Greene MD', 'Matthew Higgins PhD', 'Mr. Jeremy Valentine', 'Wesley Martinez DDS', 'Mr. Justin Jones', 'Brent Ball DDS', 'Miss Jessica Holloway DVM', 'Mark Sanders MD', 'Dr. Tracy Levy', 'Larry Anderson MD', 'Dr. Steven Smith', 'Christian Hurst PhD', 'Amanda Gomez DDS', 'Mr. Anthony Nunez', 'Mrs. Rachel Newman DDS', 'Mr. Tyler Foster', 'Mr. Barry Copeland', 'Mr. Richard Edwards', 'Carly Montoya DDS', 'Mrs. Amy Bradford DDS', 'Mr. Tyler Allen', 'Mrs. Melissa Ramirez', 'Claudia Cook MD', 'Thomas Herrera DVM', 'Mr. Bobby Tucker', 'Dr. Stephanie Gonzalez', 'Dr. Bridget Hart DVM', 'Emily Graham DVM', 'Mr. Daniel Carpenter', 'Mr. Christian Bennett', 'Mr. Mark Peters DDS', 'Dr. Bradley Jackson', 'Miss Hannah Moore MD', 'Kaitlyn Adams MD', 'Darren Moore MD', 'Richard Lucero Jr.', 'Elizabeth Holder PhD', 'Mrs. Shannon Gonzalez MD', 'Seth Medina Jr.', 'Betty Raymond DVM', 'Dr. Crystal Watson', 'Scott Diaz DDS', 'Mrs. Lindsey White', 'Ryan Lamb DVM', 'Amber Graham MD', 'Mrs. Jennifer Chavez DVM', 'Becky Aguilar MD', 'Mrs. Lisa Vargas DDS', 'Robert Frazier DDS', 'Mrs. Jennifer Kelly', 'Mr. Richard Curry PhD', 'Mrs. Anna Perez', 'Keith Gomez DDS', 'Anthony Carlson Jr.', 'Dr. Bradley Rodgers', 'Mr. William Bishop', 'Mrs. Rhonda Bradley', 'Kimberly Martin DDS', 'Ryan Martinez MD', 'Latasha Thomas MD', 'Mrs. Tamara Burns', 'Andrea Dawson MD', 'Mr. Daniel Johnson', 'Lauren Smith MD', 'Dr. Nicole Brady', 'Wyatt Hoffman DDS', 'Dr. Kathy Bailey', 'Mr. Jorge Smith', 'Dr. Katherine Pham', 'Deanna Key DVM', 'Donna Mcclure MD', 'Dr. Jeremy Davis', 'Mrs. Brittany Boone MD', 'Debra Torres PhD', 'Hannah Garcia MD', 'Ms. Jacqueline Stone', 'Dr. Wesley Lynch MD', 'Edward Dudley II', 'Nathan Gonzalez MD', 'Dr. Sean Neal', 'Matthew Lewis Jr.', 'Jacob Perez PhD', 'Alexander Brown MD', 'Mr. Duane Sherman', 'Mr. John Petty', 'Ms. Brooke Stewart', 'Isaac Smith PhD', 'Dr. Kristi Soto MD', 'Dr. Timothy Haynes', 'Dr. Raven Ortiz MD', 'Kendra Buckley DDS', 'Mr. Russell Daniel', 'Christopher Bowers Jr.', 'Wendy Arroyo PhD', 'Taylor Hill DDS', 'Mrs. Lisa Guerrero', 'Mr. Jose Moran', 'Allison Perkins MD', 'Lisa Monroe DDS', 'Kenneth Cervantes DDS', 'Sandra Freeman MD', 'Mr. Patrick Rodriguez MD', 'Brendan Kim MD', 'Timothy Hughes Jr.', 'Dr. Carlos Mcdonald', 'Chad Bryant DDS', 'Gina Nguyen DDS', 'Dr. James Myers', 'Meagan Browning MD', 'Mr. Frank Delgado', 'Michael Torres MD', 'Michelle Richards MD', 'Kimberly Osborn MD', 'Kevin Hoover IV', 'Mr. Jeffrey Thompson', 'Mrs. Laurie Hamilton', 'David Butler Jr.', 'Amy Jones MD', 'Nicholas Frost DDS', 'Mr. James Thompson MD', 'Mrs. Adrienne Evans DDS', 'Mr. Christopher Bell', 'Louis Smith MD', 'Dr. Cameron Anderson', 'Crystal Wiggins MD', 'Michael Wilson Jr.', 'Matthew Savage MD', 'Jeffrey Jones DVM', 'Mr. John Burns', 'Dr. Luke Torres DVM', 'Christopher Stewart DVM', 'Benjamin Carlson MD', 'Emily Fitzgerald MD', 'Mrs. Carolyn Cole', 'Bruce Cummings DVM', 'Lisa Vance DVM', 'Mrs. Lisa Doyle', 'Dr. Brenda Sandoval', 'Miss Taylor Garza', 'Elizabeth Robinson PhD', 'Mr. George Hess Jr.', 'Courtney Cox PhD', 'Mr. Brian Schmidt DVM', 'Kevin Briggs Jr.', 'Ms. Grace Austin', 'Louis Cooper MD', 'Mrs. Tabitha Coleman', 'Thomas Knox MD', 'Sierra Little DDS', 'Mr. Joseph Matthews III', 'Mrs. Brenda Henderson DVM', 'Michael Martin DDS', 'Mr. Andrew Dennis', 'Dr. Edward Davenport', 'Dr. Dylan Bailey Jr.', 'Mr. John Jackson', 'Lisa Hernandez MD', 'Dr. Michael Gibbs', 'Angel Brown MD', 'Mr. Timothy Carter', 'Anthony Woods Jr.', 'Ms. Amy Watson', 'Marcus Jones MD', 'Kelsey Bennett MD', 'Ashley Wells DVM', 'Michael Harris Jr.', 'Daniel Diaz Jr.', 'Mrs. April Thornton', 'Steven Reid DDS', 'Mr. Jay Maxwell', 'Dr. Patrick Rasmussen', 'Dr. Jordan Smith', 'Cristian Williams PhD', 'Mrs. Amanda Harris DDS', 'Sean Reed DDS', 'Dr. Robin Higgins', 'Dr. Megan Glass', 'Mr. William Scott', 'Mr. Chad Gentry DDS', 'Taylor Thompson Jr.', 'Miss Wendy Martin', 'Daniel Robinson Jr.', 'Miss Jessica Hood', 'Michael Taylor MD', 'Micheal Stout DVM', 'Michael Aguirre DDS', 'Dr. Karl Campbell', 'Mr. Aaron Randolph', 'Dr. Jenna Arellano MD', 'Holly Adams MD', 'Melissa Barnett PhD', 'Brenda Brown DDS', 'Alicia Palmer MD', 'Dr. Carl Haynes', 'Anthony Bryant DDS', 'Christopher Perez DVM', 'Mrs. Amber Garner DVM', 'Thomas Diaz MD', 'Mr. Logan Thomas', 'Sherry Turner DDS', 'Joshua Martinez MD', 'Mrs. Alicia Sanford', 'Mrs. Laura Sexton', 'Melissa Coleman MD', 'Dr. Dana Burnett MD', 'Ronald Phelps Jr.', 'Mrs. Jessica Flynn', 'Dr. Robin Jones', 'Mr. Michael Jones', 'Jeffrey Parker MD', 'Mrs. Elizabeth Jones', 'Erika Stafford DVM', 'Mr. Vincent Reed', 'Mr. Justin Mcgee', 'Todd Turner DDS', 'Karen Kidd MD', 'Michael Miller PhD', 'Dr. Deborah Farrell', 'Mrs. Sharon Kelley', 'Andrew Cole MD', 'Jonathan Reid II', 'Mrs. Taylor Castillo', 'Joshua Smith Jr.', 'Joseph Herrera III', 'Miss Megan Smith', 'Catherine Ferguson MD', 'Dr. Mitchell Hays', 'Mrs. Jordan Turner', 'Mr. Robert Reyes', 'Mr. Johnny Walsh', 'Andrew Walsh PhD', 'Mrs. Lauren Collins', 'Adam Thompson MD', 'Mrs. Chelsea Roberts MD', 'Ms. Debra Brown', 'Vicki Santos PhD', 'Tony Robertson II', 'Kathleen Golden DDS', 'Dr. Elizabeth Tran', 'Miss Rachel West', 'Jessica Hoover DVM', 'Toni Graham DDS', 'Joseph Patel MD', 'Nathaniel Molina DDS', 'Ms. Cheryl Fisher', 'Nicolas Crawford MD', 'Wendy Owens DVM', 'Patricia Boone MD', 'Mr. Robert Estrada', 'Mr. Kevin Yates', 'James Fowler III', 'Dr. Andrea Welch DDS', 'Ms. Sara Parker', 'Dr. Destiny Mcdonald', 'Mrs. Brittany Perry MD', 'Timothy Mccoy DVM', 'Melissa Cohen MD', 'William Wright II', 'Dr. Jose White', 'Dr. Mason Graves', 'Dr. Diane Rodriguez', 'Marilyn Rubio DDS', 'Jose Lewis MD', 'Latasha Hughes MD', 'Monica Wallace DDS', 'Dr. Robin Reed', 'Dr. Ashley Butler', 'Misty Garcia MD', 'Amy Turner MD', 'Robert Miller DVM', 'Andrea Horton MD', 'Thomas Estes MD', 'Justin Warner MD', 'Thomas Carrillo II', 'James Hess DDS', 'Matthew Bennett Jr.', 'John Scott MD', 'Mrs. Carla Lawson', 'Anthony Campbell DDS', 'Mario Griffith MD', 'Mr. Jacob Jackson', 'Mrs. Allison Robinson', 'Mrs. Amber Hall', 'Miss Gabriela Burch', 'Kathryn Wade MD', 'Mr. Anthony Martinez', 'Dr. Justin Duffy', 'Steven Hoover MD', 'Mary Smith MD', 'Tiffany Young DDS', 'Mark Lucas IV', 'Kenneth Marquez MD', 'Keith Newman Jr.', 'Matthew Mitchell III', 'Dr. Jo Williams', 'Lauren Howell DDS', 'Erica Martin DDS', 'Ms. Hannah Mcdonald MD', 'Brandon Palmer DDS', 'Ms. Stephanie Nichols DVM', 'Dr. Mckenzie Cummings', 'Valerie Joseph DVM', 'Harold Parker PhD', 'Mr. David Reeves', 'Dr. Christina Barrera', 'Kristen Solis MD', 'Colin Schultz II', 'Miss Michelle Li', 'Mr. Andrew Summers', 'Dr. Kimberly Ramos', 'Thomas Meyer DVM', 'Troy Foster MD', 'John Hernandez DVM', 'Valerie Krueger DDS', 'Carol Valdez DDS', 'Dr. Jay Johnson DDS', 'Brenda Holloway DVM', 'Wendy Parker MD', 'Kim Smith DVM', 'Mr. Wesley Fields MD', 'Nicole White MD', 'Amanda Skinner MD', 'Adrienne Turner MD', 'Terry Scott Jr.', 'Cesar Rodriguez DVM', 'Jennifer Gay MD', 'Mr. Earl Thompson', 'Miss Melinda Thomas', 'Mary Nixon MD', 'Leslie Kelly MD', 'Mrs. Kristen Gonzalez', 'Michael Carter MD', 'Joseph Perez DDS', 'Mrs. Alice Warren', 'Julia Kelley MD', 'David Coffey PhD', 'Mrs. Pam Wolf DDS', 'Mr. Ryan Thomas', 'Gregory Morgan MD', 'Dr. Carol Williams', 'Ms. Rebecca Gonzales', 'Mrs. Samantha Glover', 'Anna Decker MD', 'Hailey Lopez DDS', 'Mr. James Baker', 'Mrs. Amber Gonzalez', 'Mr. Jason Patel Jr.', 'Stephanie Walker DDS', 'Mr. Timothy Scott', 'Dr. Michael Sullivan DDS', 'Mrs. Brittney Schultz DVM', 'Dr. Frances Romero', 'Laura Bennett DDS', 'Allen Goodwin DDS', 'Kimberly Brown MD', 'Steven Lewis Jr.', 'Angela Garcia DDS', 'William Foster PhD', 'Lucas Williams Jr.', 'Dr. Kimberly Page', 'Deborah Higgins DDS']\n"
     ]
    }
   ],
   "source": [
    "print(students_to_fix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "e5ff3280",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Dr.', 'Dr.', 'Mr.', 'Dr.', 'Miss', 'Luke', 'Dr.', 'Mrs.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Mary', 'Mrs.', 'Mrs.', 'Mr.', 'Tara', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'John', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Dale', 'Dr.', 'Dr.', 'Dr.', 'Ms.', 'Dr.', 'Dr.', 'Mr.', 'Mrs.', 'Amy', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Mrs.', 'Mrs.', 'Mr.', 'Lisa', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Mr.', 'Mark', 'Mrs.', 'Dr.', 'Dr.', 'Miss', 'Mr.', 'Miss', 'Mr.', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Dr.', 'Miss', 'Mr.', 'Mrs.', 'Mr.', 'Tara', 'Dr.', 'Mr.', 'Cody', 'Mr.', 'Dr.', 'Mr.', 'Ms.', 'Dr.', 'Mr.', 'Mrs.', 'Sara', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Ryan', 'Mrs.', 'Mr.', 'Ms.', 'Mr.', 'Dr.', 'John', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Dr.', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Miss', 'Miss', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Mr.', 'Ms.', 'Mr.', 'Miss', 'Tony', 'Dr.', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Mrs.', 'Miss', 'Mrs.', 'Jodi', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Mrs.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Ruth', 'Dr.', 'Mr.', 'Ms.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Dr.', 'John', 'Dr.', 'Mr.', 'Mrs.', 'Mrs.', 'Mrs.', 'Dr.', 'Mrs.', 'John', 'Amy', 'Adam', 'Dr.', 'Eric', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Kyle', 'Mr.', 'Ms.', 'Lynn', 'Dr.', 'Mr.', 'Jon', 'Mrs.', 'Mrs.', 'Mrs.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Mrs.', 'Mrs.', 'Judy', 'Mr.', 'Dr.', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Sara', 'Dr.', 'Dr.', 'Mrs.', 'Tara', 'Dr.', 'Mrs.', 'Dr.', 'Miss', 'Mrs.', 'Mr.', 'Dr.', 'Miss', 'Tina', 'Dr.', 'Eric', 'Ms.', 'Ms.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Dr.', 'Miss', 'Dr.', 'Paul', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Mrs.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Ms.', 'Dr.', 'Mr.', 'Mrs.', 'Dr.', 'Mrs.', 'Dr.', 'Mrs.', 'Mr.', 'Dr.', 'Mrs.', 'Mrs.', 'Mrs.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Marc', 'Mr.', 'Dr.', 'Dr.', 'Dr.', 'Mrs.', 'Dr.', 'Mrs.', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Dr.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Amy', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Mr.', 'Mrs.', 'Dr.', 'Jill', 'Mary', 'Carl', 'Mr.', 'Dr.', 'Jose', 'Mrs.', 'Mary', 'Ms.', 'Jose', 'Lisa', 'Mrs.', 'Mr.', 'Miss', 'Mr.', 'Eric', 'Mr.', 'Mrs.', 'Mrs.', 'Miss', 'Emma', 'Mrs.', 'Dr.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Ms.', 'Mr.', 'Gary', 'Mr.', 'Lori', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Mrs.', 'Noah', 'Dawn', 'Dr.', 'Mr.', 'Mr.', 'Mrs.', 'Mrs.', 'Mrs.', 'Dr.', 'Chad', 'Mr.', 'Paul', 'Mrs.', 'Dr.', 'Mrs.', 'Mrs.', 'Mrs.', 'Dr.', 'Dr.', 'Mrs.', 'Mrs.', 'Dr.', 'Miss', 'Mrs.', 'Eric', 'Dr.', 'Mrs.', 'Dr.', 'Mr.', 'Dr.', 'Adam', 'Mr.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Anne', 'Mr.', 'Mrs.', 'Troy', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Miss', 'Mr.', 'Anna', 'John', 'Mr.', 'Mr.', 'Mrs.', 'Eric', 'Mr.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Ryan', 'Mrs.', 'Dr.', 'Emma', 'Mr.', 'Mr.', 'Mrs.', 'Miss', 'Mr.', 'Mr.', 'Mrs.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Lisa', 'Mr.', 'Dr.', 'Mrs.', 'John', 'Mrs.', 'Ms.', 'Mrs.', 'Mrs.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Amy', 'Dr.', 'Mr.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Lori', 'Mr.', 'Dr.', 'Mrs.', 'Amy', 'Dr.', 'Mrs.', 'Dr.', 'Anne', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Mr.', 'Mrs.', 'Mike', 'Mrs.', 'Todd', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Mrs.', 'Mrs.', 'Mr.', 'Dr.', 'Mrs.', 'Mrs.', 'Dr.', 'Dr.', 'Miss', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Dr.', 'Mr.', 'Dr.', 'Mrs.', 'Dr.', 'Ms.', 'Mr.', 'Miss', 'Dr.', 'Miss', 'Dr.', 'Leah', 'Miss', 'Mr.', 'Mr.', 'Dr.', 'Mr.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Dr.', 'Ian', 'Dr.', 'Mr.', 'Dr.', 'Mr.', 'Dr.', 'Mrs.', 'Miss', 'Dr.', 'Mrs.', 'Ms.', 'Dr.', 'Dr.', 'Mark', 'Mr.', 'Kari', 'Mrs.', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Dr.', 'Mrs.', 'Dr.', 'Mrs.', 'Kara', 'Mark', 'John', 'Mrs.', 'Dr.', 'Mrs.', 'Mr.', 'Eric', 'John', 'Dr.', 'Mrs.', 'Dr.', 'Mr.', 'Paul', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Adam', 'Mrs.', 'Ms.', 'Dr.', 'Mrs.', 'Dr.', 'Ms.', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Dr.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Dr.', 'Dr.', 'Paul', 'Mrs.', 'Cory', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Erin', 'Dr.', 'Dr.', 'Ms.', 'Mrs.', 'Mr.', 'Miss', 'Mr.', 'Mr.', 'Mr.', 'Ms.', 'Mrs.', 'Mr.', 'Mrs.', 'Miss', 'Ms.', 'Dr.', 'Dr.', 'Mrs.', 'Mr.', 'Mrs.', 'John', 'Lisa', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Jon', 'Mrs.', 'Dr.', 'Greg', 'Ms.', 'Mrs.', 'Mr.', 'Mrs.', 'Miss', 'Mr.', 'Dr.', 'Joe', 'Dr.', 'Mark', 'Dr.', 'Mrs.', 'Miss', 'Mr.', 'Mr.', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Adam', 'Mr.', 'Mr.', 'Dana', 'Dr.', 'Mr.', 'Dr.', 'Mrs.', 'Mr.', 'Erik', 'Mrs.', 'Dr.', 'Miss', 'Mrs.', 'Ms.', 'Mr.', 'Mr.', 'Mr.', 'John', 'Gail', 'Todd', 'Mr.', 'Mr.', 'Mrs.', 'Ms.', 'Ryan', 'Mrs.', 'Mrs.', 'Dr.', 'Erik', 'Omar', 'Mr.', 'Dr.', 'Cody', 'Ms.', 'Dr.', 'Mrs.', 'Dr.', 'Mr.', 'Mr.', 'Miss', 'Mark', 'Dr.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Mr.', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Mr.', 'Dr.', 'Miss', 'Mrs.', 'Seth', 'Dr.', 'Mrs.', 'Ryan', 'Mrs.', 'Mrs.', 'Mrs.', 'Mr.', 'Mrs.', 'Dr.', 'Mr.', 'Mrs.', 'Ryan', 'Mrs.', 'Mr.', 'Dr.', 'Dr.', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Ms.', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Ms.', 'Dr.', 'Dr.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Lisa', 'Mr.', 'Dr.', 'Chad', 'Gina', 'Dr.', 'Mr.', 'Mr.', 'Mrs.', 'Amy', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Mr.', 'Dr.', 'Mrs.', 'Lisa', 'Mrs.', 'Dr.', 'Miss', 'Mr.', 'Mr.', 'Ms.', 'Mrs.', 'Mr.', 'Mrs.', 'Mr.', 'Dr.', 'Dr.', 'Mr.', 'Lisa', 'Dr.', 'Mr.', 'Ms.', 'Mrs.', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Sean', 'Dr.', 'Dr.', 'Mr.', 'Mr.', 'Miss', 'Miss', 'Dr.', 'Mr.', 'Dr.', 'Dr.', 'Mrs.', 'Mr.', 'Mrs.', 'Mrs.', 'Dr.', 'Mrs.', 'Dr.', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Todd', 'Dr.', 'Mrs.', 'Mrs.', 'Miss', 'Dr.', 'Mrs.', 'Mr.', 'Mr.', 'Mrs.', 'Adam', 'Mrs.', 'Ms.', 'Tony', 'Dr.', 'Miss', 'Toni', 'Ms.', 'Mr.', 'Mr.', 'Dr.', 'Ms.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.', 'Dr.', 'Jose', 'Dr.', 'Dr.', 'Amy', 'John', 'Mrs.', 'Mr.', 'Mrs.', 'Mrs.', 'Miss', 'Mr.', 'Dr.', 'Mary', 'Mark', 'Dr.', 'Ms.', 'Ms.', 'Dr.', 'Mr.', 'Dr.', 'Miss', 'Mr.', 'Dr.', 'Troy', 'John', 'Dr.', 'Kim', 'Mr.', 'Mr.', 'Miss', 'Mary', 'Mrs.', 'Mrs.', 'Mrs.', 'Mr.', 'Dr.', 'Ms.', 'Mrs.', 'Anna', 'Mr.', 'Mrs.', 'Mr.', 'Mr.', 'Dr.', 'Mrs.', 'Dr.', 'Dr.']\n"
     ]
    }
   ],
   "source": [
    "# Add the prefixes less than or equal to 4 to a new list.\n",
    "prefixes = []\n",
    "for name in students_to_fix:\n",
    "    if len(name.split()[0]) <= 4:\n",
    "        prefixes.append(name.split()[0])\n",
    "\n",
    "print(prefixes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "795f3fdc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['MD', 'MD', 'MD', 'III', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'II', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'MD', 'PhD', 'MD', 'DVM', 'Lee', 'MD', 'DDS', 'MD', 'MD', 'MD', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'DVM', 'MD', 'MD', 'PhD', 'IV', 'MD', 'DDS', 'DDS', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'IV', 'MD', 'DDS', 'MD', 'MD', 'DVM', 'Jr.', 'MD', 'PhD', 'II', 'MD', 'DDS', 'DDS', 'DDS', 'Jr.', 'III', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'DDS', 'DVM', 'DDS', 'DVM', 'MD', 'DDS', 'PhD', 'DDS', 'DDS', 'Jr.', 'Jr.', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DDS', 'DVM', 'Jr.', 'MD', 'Jr.', 'MD', 'PhD', 'PhD', 'DDS', 'MD', 'DDS', 'DVM', 'Cox', 'DVM', 'MD', 'Jr.', 'MD', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'Roy', 'DDS', 'DDS', 'DDS', 'II', 'PhD', 'MD', 'PhD', 'DDS', 'MD', 'DDS', 'Jr.', 'Day', 'DDS', 'MD', 'PhD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'PhD', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'PhD', 'PhD', 'DDS', 'MD', 'MD', 'III', 'DVM', 'PhD', 'Jr.', 'II', 'DDS', 'DDS', 'DVM', 'MD', 'II', 'MD', 'DDS', 'MD', 'DDS', 'PhD', 'DDS', 'DDS', 'II', 'DVM', 'DDS', 'Jr.', 'DVM', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'MD', 'II', 'PhD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'MD', 'DDS', 'PhD', 'DVM', 'DVM', 'MD', 'MD', 'DDS', 'DDS', 'PhD', 'MD', 'IV', 'DDS', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DVM', 'DVM', 'DDS', 'DDS', 'Jr.', 'MD', 'MD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DVM', 'MD', 'DVM', 'DVM', 'MD', 'DDS', 'MD', 'Jr.', 'DDS', 'MD', 'MD', 'DVM', 'Jr.', 'DDS', 'MD', 'MD', 'PhD', 'DDS', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'Jr.', 'DVM', 'MD', 'DDS', 'PhD', 'MD', 'PhD', 'MD', 'V', 'II', 'MD', 'PhD', 'DVM', 'MD', 'MD', 'PhD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'Jr.', 'MD', 'Jr.', 'Jr.', 'DDS', 'PhD', 'DVM', 'DVM', 'MD', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'MD', 'DDS', 'DDS', 'Jr.', 'DVM', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'MD', 'Jr.', 'MD', 'MD', 'PhD', 'PhD', 'DDS', 'DDS', 'DDS', 'MD', 'MD', 'PhD', 'Jr.', 'MD', 'DDS', 'III', 'DVM', 'Jr.', 'DDS', 'DDS', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'PhD', 'DDS', 'Lee', 'MD', 'Jr.', 'MD', 'DVM', 'DDS', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'PhD', 'DDS', 'DVM', 'DDS', 'DVM', 'DDS', 'DVM', 'DVM', 'DDS', 'II', 'MD', 'III', 'DDS', 'DDS', 'DVM', 'DVM', 'MD', 'Jr.', 'II', 'MD', 'PhD', 'PhD', 'MD', 'DDS', 'DVM', 'DVM', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'Jr.', 'Jr.', 'MD', 'MD', 'DDS', 'DDS', 'III', 'PhD', 'Jr.', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'MD', 'PhD', 'Jr.', 'MD', 'MD', 'MD', 'MD', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'DDS', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'DVM', 'DDS', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'DDS', 'Jr.', 'PhD', 'MD', 'DVM', 'DVM', 'DDS', 'DVM', 'MD', 'MD', 'MD', 'II', 'DDS', 'DDS', 'DDS', 'MD', 'Jr.', 'MD', 'Jr.', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'DDS', 'PhD', 'Jr.', 'Jr.', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'DDS', 'MD', 'Jr.', 'MD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'Jr.', 'PhD', 'DDS', 'MD', 'II', 'PhD', 'DVM', 'MD', 'DDS', 'PhD', 'MD', 'MD', 'DDS', 'Jr.', 'MD', 'DVM', 'MD', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'PhD', 'DVM', 'III', 'Jr.', 'DVM', 'MD', 'MD', 'V', 'Jr.', 'MD', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'Jr.', 'MD', 'PhD', 'DVM', 'DDS', 'PhD', 'MD', 'DDS', 'DDS', 'MD', 'DVM', 'IV', 'Jr.', 'MD', 'MD', 'Jr.', 'PhD', 'II', 'Jr.', 'MD', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'PhD', 'PhD', 'DDS', 'DDS', 'PhD', 'MD', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'DVM', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'Jr.', 'Jr.', 'MD', 'DDS', 'MD', 'DVM', 'MD', 'DVM', 'DDS', 'PhD', 'PhD', 'Kim', 'DDS', 'PhD', 'DVM', 'PhD', 'DVM', 'DDS', 'MD', 'Jr.', 'PhD', 'MD', 'MD', 'II', 'III', 'MD', 'DDS', 'DDS', 'PhD', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'DDS', 'DDS', 'MD', 'IV', 'Jr.', 'DDS', 'DDS', 'Jr.', 'DVM', 'DVM', 'DVM', 'DVM', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'DVM', 'III', 'DVM', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'MD', 'III', 'DDS', 'MD', 'DDS', 'DVM', 'Jr.', 'III', 'MD', 'MD', 'PhD', 'DVM', 'DDS', 'MD', 'Jr.', 'DDS', 'MD', 'II', 'MD', 'Jr.', 'DDS', 'PhD', 'DDS', 'DDS', 'II', 'Jr.', 'DDS', 'MD', 'II', 'MD', 'MD', 'MD', 'Jr.', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'DVM', 'DDS', 'DDS', 'DVM', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'PhD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'MD', 'II', 'MD', 'Jr.', 'Jr.', 'MD', 'MD', 'MD', 'MD', 'DVM', 'MD', 'Jr.', 'PhD', 'PhD', 'PhD', 'DDS', 'Jr.', 'DVM', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'Jr.', 'Jr.', 'DVM', 'MD', 'DDS', 'MD', 'MD', 'Lee', 'MD', 'MD', 'MD', 'DDS', 'PhD', 'MD', 'PhD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'II', 'DVM', 'Jr.', 'DVM', 'MD', 'Jr.', 'DDS', 'DVM', 'DDS', 'Jr.', 'DVM', 'Jr.', 'DDS', 'MD', 'PhD', 'DDS', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'DDS', 'DDS', 'DDS', 'DDS', 'MD', 'DVM', 'DVM', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'PhD', 'MD', 'Jr.', 'DVM', 'DDS', 'DVM', 'MD', 'DVM', 'MD', 'DDS', 'DDS', 'PhD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'MD', 'MD', 'II', 'MD', 'Jr.', 'PhD', 'MD', 'PhD', 'MD', 'MD', 'DDS', 'Jr.', 'PhD', 'DDS', 'MD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'IV', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'DVM', 'DVM', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'Jr.', 'PhD', 'DVM', 'Jr.', 'MD', 'MD', 'DDS', 'III', 'DVM', 'DDS', 'Jr.', 'MD', 'MD', 'Jr.', 'MD', 'MD', 'DVM', 'Jr.', 'Jr.', 'DDS', 'PhD', 'DDS', 'DDS', 'DDS', 'Jr.', 'Jr.', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'PhD', 'DDS', 'MD', 'DDS', 'DVM', 'DVM', 'MD', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'DDS', 'MD', 'PhD', 'MD', 'II', 'Jr.', 'III', 'MD', 'PhD', 'MD', 'MD', 'PhD', 'II', 'DDS', 'DVM', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'MD', 'III', 'DDS', 'MD', 'DVM', 'MD', 'II', 'DDS', 'MD', 'MD', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'II', 'DDS', 'Jr.', 'MD', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'IV', 'MD', 'Jr.', 'III', 'DDS', 'DDS', 'MD', 'DDS', 'DVM', 'DVM', 'PhD', 'MD', 'II', 'Li', 'DVM', 'MD', 'DVM', 'DDS', 'DDS', 'DDS', 'DVM', 'MD', 'DVM', 'MD', 'MD', 'MD', 'MD', 'Jr.', 'DVM', 'MD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'PhD', 'DDS', 'MD', 'MD', 'DDS', 'Jr.', 'DDS', 'DDS', 'DVM', 'DDS', 'DDS', 'MD', 'Jr.', 'DDS', 'PhD', 'Jr.', 'DDS']\n"
     ]
    }
   ],
   "source": [
    "# Add the suffixes less than or equal to 3 to a new list.\n",
    "suffixes = []\n",
    "for name in students_to_fix:\n",
    "    if len(name.split()[-1]) <= 3:\n",
    "        suffixes.append(name.split()[-1])\n",
    "\n",
    "print(suffixes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "8865e075",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['MD', 'MD', 'MD', 'III', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'II', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'MD', 'PhD', 'MD', 'DVM', 'Lee', 'MD', 'DDS', 'MD', 'MD', 'MD', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'DVM', 'MD', 'MD', 'PhD', 'IV', 'MD', 'DDS', 'DDS', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'IV', 'MD', 'DDS', 'MD', 'MD', 'DVM', 'Jr.', 'MD', 'PhD', 'II', 'MD', 'DDS', 'DDS', 'DDS', 'Jr.', 'III', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'DDS', 'DVM', 'DDS', 'DVM', 'MD', 'DDS', 'PhD', 'DDS', 'DDS', 'Jr.', 'Jr.', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DDS', 'DVM', 'Jr.', 'MD', 'Jr.', 'MD', 'PhD', 'PhD', 'DDS', 'MD', 'DDS', 'DVM', 'Cox', 'DVM', 'MD', 'Jr.', 'MD', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'Roy', 'DDS', 'DDS', 'DDS', 'II', 'PhD', 'MD', 'PhD', 'DDS', 'MD', 'DDS', 'Jr.', 'Day', 'DDS', 'MD', 'PhD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'PhD', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'Jr.', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'PhD', 'PhD', 'DDS', 'MD', 'MD', 'III', 'DVM', 'PhD', 'Jr.', 'II', 'DDS', 'DDS', 'DVM', 'MD', 'II', 'MD', 'DDS', 'MD', 'DDS', 'PhD', 'DDS', 'DDS', 'II', 'DVM', 'DDS', 'Jr.', 'DVM', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'MD', 'II', 'PhD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'MD', 'DDS', 'PhD', 'DVM', 'DVM', 'MD', 'MD', 'DDS', 'DDS', 'PhD', 'MD', 'IV', 'DDS', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DVM', 'DVM', 'DDS', 'DDS', 'Jr.', 'MD', 'MD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DVM', 'MD', 'DVM', 'DVM', 'MD', 'DDS', 'MD', 'Jr.', 'DDS', 'MD', 'MD', 'DVM', 'Jr.', 'DDS', 'MD', 'MD', 'PhD', 'DDS', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'Jr.', 'DVM', 'MD', 'DDS', 'PhD', 'MD', 'PhD', 'MD', 'V', 'II', 'MD', 'PhD', 'DVM', 'MD', 'MD', 'PhD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'Jr.', 'MD', 'Jr.', 'Jr.', 'DDS', 'PhD', 'DVM', 'DVM', 'MD', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'MD', 'DDS', 'DDS', 'Jr.', 'DVM', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'MD', 'Jr.', 'MD', 'MD', 'PhD', 'PhD', 'DDS', 'DDS', 'DDS', 'MD', 'MD', 'PhD', 'Jr.', 'MD', 'DDS', 'III', 'DVM', 'Jr.', 'DDS', 'DDS', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'PhD', 'DDS', 'Lee', 'MD', 'Jr.', 'MD', 'DVM', 'DDS', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'PhD', 'DDS', 'DVM', 'DDS', 'DVM', 'DDS', 'DVM', 'DVM', 'DDS', 'II', 'MD', 'III', 'DDS', 'DDS', 'DVM', 'DVM', 'MD', 'Jr.', 'II', 'MD', 'PhD', 'PhD', 'MD', 'DDS', 'DVM', 'DVM', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'Jr.', 'Jr.', 'MD', 'MD', 'DDS', 'DDS', 'III', 'PhD', 'Jr.', 'MD', 'MD', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'MD', 'PhD', 'Jr.', 'MD', 'MD', 'MD', 'MD', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'DDS', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'DVM', 'DDS', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'DDS', 'Jr.', 'PhD', 'MD', 'DVM', 'DVM', 'DDS', 'DVM', 'MD', 'MD', 'MD', 'II', 'DDS', 'DDS', 'DDS', 'MD', 'Jr.', 'MD', 'Jr.', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'DDS', 'DDS', 'PhD', 'Jr.', 'Jr.', 'Jr.', 'DDS', 'Jr.', 'MD', 'MD', 'DDS', 'MD', 'Jr.', 'MD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'Jr.', 'PhD', 'DDS', 'MD', 'II', 'PhD', 'DVM', 'MD', 'DDS', 'PhD', 'MD', 'MD', 'DDS', 'Jr.', 'MD', 'DVM', 'MD', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'PhD', 'DVM', 'III', 'Jr.', 'DVM', 'MD', 'MD', 'V', 'Jr.', 'MD', 'DVM', 'MD', 'DDS', 'DVM', 'DDS', 'Jr.', 'MD', 'PhD', 'DVM', 'DDS', 'PhD', 'MD', 'DDS', 'DDS', 'MD', 'DVM', 'IV', 'Jr.', 'MD', 'MD', 'Jr.', 'PhD', 'II', 'Jr.', 'MD', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'PhD', 'PhD', 'DDS', 'DDS', 'PhD', 'MD', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'DVM', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'Jr.', 'Jr.', 'MD', 'DDS', 'MD', 'DVM', 'MD', 'DVM', 'DDS', 'PhD', 'PhD', 'Kim', 'DDS', 'PhD', 'DVM', 'PhD', 'DVM', 'DDS', 'MD', 'Jr.', 'PhD', 'MD', 'MD', 'II', 'III', 'MD', 'DDS', 'DDS', 'PhD', 'MD', 'DVM', 'MD', 'DDS', 'MD', 'DDS', 'Jr.', 'DDS', 'DDS', 'MD', 'IV', 'Jr.', 'DDS', 'DDS', 'Jr.', 'DVM', 'DVM', 'DVM', 'DVM', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'DDS', 'DDS', 'DVM', 'III', 'DVM', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'DVM', 'DVM', 'MD', 'III', 'DDS', 'MD', 'DDS', 'DVM', 'Jr.', 'III', 'MD', 'MD', 'PhD', 'DVM', 'DDS', 'MD', 'Jr.', 'DDS', 'MD', 'II', 'MD', 'Jr.', 'DDS', 'PhD', 'DDS', 'DDS', 'II', 'Jr.', 'DDS', 'MD', 'II', 'MD', 'MD', 'MD', 'Jr.', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'DVM', 'DDS', 'DDS', 'DVM', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'PhD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'MD', 'II', 'MD', 'Jr.', 'Jr.', 'MD', 'MD', 'MD', 'MD', 'DVM', 'MD', 'Jr.', 'PhD', 'PhD', 'PhD', 'DDS', 'Jr.', 'DVM', 'DDS', 'MD', 'DVM', 'PhD', 'MD', 'Jr.', 'Jr.', 'DVM', 'MD', 'DDS', 'MD', 'MD', 'Lee', 'MD', 'MD', 'MD', 'DDS', 'PhD', 'MD', 'PhD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'DDS', 'II', 'DVM', 'Jr.', 'DVM', 'MD', 'Jr.', 'DDS', 'DVM', 'DDS', 'Jr.', 'DVM', 'Jr.', 'DDS', 'MD', 'PhD', 'DDS', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'DDS', 'DDS', 'DDS', 'DDS', 'MD', 'DVM', 'DVM', 'DVM', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'PhD', 'MD', 'Jr.', 'DVM', 'DDS', 'DVM', 'MD', 'DVM', 'MD', 'DDS', 'DDS', 'PhD', 'DDS', 'Jr.', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'DVM', 'MD', 'MD', 'PhD', 'MD', 'MD', 'II', 'MD', 'Jr.', 'PhD', 'MD', 'PhD', 'MD', 'MD', 'DDS', 'Jr.', 'PhD', 'DDS', 'MD', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'DDS', 'DDS', 'MD', 'MD', 'MD', 'MD', 'IV', 'Jr.', 'MD', 'DDS', 'MD', 'DDS', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'DVM', 'DVM', 'MD', 'MD', 'DVM', 'DVM', 'PhD', 'Jr.', 'PhD', 'DVM', 'Jr.', 'MD', 'MD', 'DDS', 'III', 'DVM', 'DDS', 'Jr.', 'MD', 'MD', 'Jr.', 'MD', 'MD', 'DVM', 'Jr.', 'Jr.', 'DDS', 'PhD', 'DDS', 'DDS', 'DDS', 'Jr.', 'Jr.', 'MD', 'DVM', 'DDS', 'MD', 'MD', 'PhD', 'DDS', 'MD', 'DDS', 'DVM', 'DVM', 'MD', 'DDS', 'MD', 'MD', 'MD', 'Jr.', 'MD', 'DVM', 'DDS', 'MD', 'PhD', 'MD', 'II', 'Jr.', 'III', 'MD', 'PhD', 'MD', 'MD', 'PhD', 'II', 'DDS', 'DVM', 'DDS', 'MD', 'DDS', 'MD', 'DVM', 'MD', 'III', 'DDS', 'MD', 'DVM', 'MD', 'II', 'DDS', 'MD', 'MD', 'DDS', 'MD', 'MD', 'DVM', 'MD', 'MD', 'MD', 'II', 'DDS', 'Jr.', 'MD', 'DDS', 'MD', 'MD', 'MD', 'MD', 'DDS', 'IV', 'MD', 'Jr.', 'III', 'DDS', 'DDS', 'MD', 'DDS', 'DVM', 'DVM', 'PhD', 'MD', 'II', 'Li', 'DVM', 'MD', 'DVM', 'DDS', 'DDS', 'DDS', 'DVM', 'MD', 'DVM', 'MD', 'MD', 'MD', 'MD', 'Jr.', 'DVM', 'MD', 'MD', 'MD', 'MD', 'DDS', 'MD', 'PhD', 'DDS', 'MD', 'MD', 'DDS', 'Jr.', 'DDS', 'DDS', 'DVM', 'DDS', 'DDS', 'MD', 'Jr.', 'DDS', 'PhD', 'Jr.', 'DDS']\n"
     ]
    }
   ],
   "source": [
    "print(suffixes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "1fc1133e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Adam',\n",
       " 'Amy',\n",
       " 'Anna',\n",
       " 'Anne',\n",
       " 'Carl',\n",
       " 'Chad',\n",
       " 'Cody',\n",
       " 'Cory',\n",
       " 'Dale',\n",
       " 'Dana',\n",
       " 'Dawn',\n",
       " 'Dr.',\n",
       " 'Emma',\n",
       " 'Eric',\n",
       " 'Erik',\n",
       " 'Erin',\n",
       " 'Gail',\n",
       " 'Gary',\n",
       " 'Gina',\n",
       " 'Greg',\n",
       " 'Ian',\n",
       " 'Jill',\n",
       " 'Jodi',\n",
       " 'Joe',\n",
       " 'John',\n",
       " 'Jon',\n",
       " 'Jose',\n",
       " 'Judy',\n",
       " 'Kara',\n",
       " 'Kari',\n",
       " 'Kim',\n",
       " 'Kyle',\n",
       " 'Leah',\n",
       " 'Lisa',\n",
       " 'Lori',\n",
       " 'Luke',\n",
       " 'Lynn',\n",
       " 'Marc',\n",
       " 'Mark',\n",
       " 'Mary',\n",
       " 'Mike',\n",
       " 'Miss',\n",
       " 'Mr.',\n",
       " 'Mrs.',\n",
       " 'Ms.',\n",
       " 'Noah',\n",
       " 'Omar',\n",
       " 'Paul',\n",
       " 'Ruth',\n",
       " 'Ryan',\n",
       " 'Sara',\n",
       " 'Sean',\n",
       " 'Seth',\n",
       " 'Tara',\n",
       " 'Tina',\n",
       " 'Todd',\n",
       " 'Toni',\n",
       " 'Tony',\n",
       " 'Troy'}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the unique items in the \"prefixes\" list.\n",
    "set(prefixes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d9c3d026",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Cox',\n",
       " 'DDS',\n",
       " 'DVM',\n",
       " 'Day',\n",
       " 'II',\n",
       " 'III',\n",
       " 'IV',\n",
       " 'Jr.',\n",
       " 'Kim',\n",
       " 'Lee',\n",
       " 'Li',\n",
       " 'MD',\n",
       " 'PhD',\n",
       " 'Roy',\n",
       " 'V'}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the unique items in the \"suffixes\" list.\n",
    "set(suffixes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "fb908f3c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dr. Richard Scott\n",
      "Dr. Jordan Carson\n",
      "adeline Snyder MD\n",
      " Dylan Taylor MD\n",
      "Dr. Scott Gill\n",
      "iss Madison Everett\n",
      "Virginia Ramirez MD\n",
      "Joseph Morales III\n",
      "Angela Perkins DV\n",
      "Heather Allen MD\n",
      "Luke Lowery MD\n",
      "Dr. Larry Hine\n",
      "Emily Cardenas MD\n",
      " Elizabeth Espinoza DDS\n",
      " Lisa Becke\n",
      " Travis Young\n",
      "Paula Fernandez DV\n",
      "Dr. Xavier Bell II\n",
      "Andrew Hanson MD\n",
      " Roberto Wright MD\n",
      " Dale Mille\n",
      "ary Gonzalez DDS\n",
      " Cindy Brown\n",
      "James White MD\n",
      "Donald Gill DDS\n",
      " Catherine Williams MD\n",
      "Ashley Caldwell MD\n",
      " Jared Campbell\n",
      "ichael Moreno PhD\n",
      "Tara Parker MD\n",
      "Shawn Williams DV\n",
      "Dr. Alicia Martinez\n",
      " Timothy Anderson\n",
      " Paula Lee\n",
      " Elijah Hall\n",
      " Raymond Stone\n",
      "John Dickerson MD\n",
      " Alex Franklin\n",
      " Jessica Dunn\n",
      " Michael Stevenson\n",
      "Jason Jones DDS\n",
      "Adriana Wade MD\n",
      "Erica Hurley MD\n",
      "Dr. Garrett Wright\n",
      " James Allen\n",
      " Timothy Harper MD\n",
      "Dale Brown MD\n",
      "Dr. Christina Moore\n",
      "Angela Peterson MD\n",
      "Jennifer Ferguson MD\n",
      "Anthony Wilson DDS\n",
      "Dr. Jessica Lopez\n",
      "David Miller J\n",
      "Dr. John Jone\n",
      " Samantha Brown\n",
      "Cynthia Hansen DV\n",
      "Rebecca Montoya MD\n",
      "Dr. Jacob Matthew\n",
      "Dr. Jacob Bell\n",
      " Bruce Thoma\n",
      "Robert Martin MD\n",
      " Marcia Jones PhD\n",
      "Reginald Garcia IV\n",
      "Patricia Smith MD\n",
      "Amy Dyer DDS\n",
      "Brian Hall DDS\n",
      "Douglas Levy DDS\n",
      " Eric Ibarra\n",
      "Benjamin Ramirez MD\n",
      "Raymond Freeman DDS\n",
      "Carla Reeves MD\n",
      "Dr. Donald William\n",
      " John Carte\n",
      "William Jackson DV\n",
      " Mitchell Coope\n",
      "Kevin Brown IV\n",
      " Kathleen Reed\n",
      "Donna Robinson MD\n",
      " Dawn Olson DDS\n",
      " Dustin Glove\n",
      "Alexis French MD\n",
      "Lisa Guerrero MD\n",
      "David Nguyen DV\n",
      "William Washington J\n",
      "Julie Patterson MD\n",
      " James Kelly\n",
      "Dr. Robert Martin\n",
      "Darlene Thomas PhD\n",
      " Juan Jenkin\n",
      " Juan Bryant II\n",
      " Matthew Coleman\n",
      "Bonnie Hammond MD\n",
      "Kathleen Harris DDS\n",
      "Steven Velez DDS\n",
      "Tammy Cruz DDS\n",
      "Dr. Marie William\n",
      "Kenneth Paul J\n",
      " Jose Morri\n",
      "Scott Rivers III\n",
      "elissa Rodriguez MD\n",
      "Geoffrey Ortiz MD\n",
      "atthew Stewart MD\n",
      "Sandra Thompson DDS\n",
      "ark Myers J\n",
      " Maria Smith DDS\n",
      "Dr. Kimberly Clement\n",
      "Dr. Kenneth Webb\n",
      "Amanda Patterson DV\n",
      "iss Tara Banks DDS\n",
      "Nancy Brown DV\n",
      "Chase Boyd MD\n",
      " James Spence\n",
      "iss Colleen Stewart DDS\n",
      " Todd Greene PhD\n",
      "Amanda Hamilton DDS\n",
      " Lisa Rowland\n",
      " Eric Moon\n",
      " Alicia Kelly DDS\n",
      " Michael Norton J\n",
      " James Crosby\n",
      " Sean Pena J\n",
      "Kathy Lucero DV\n",
      "Dustin Ferguson DDS\n",
      "Dr. James Patterson\n",
      "Dr. Juan Cobb MD\n",
      "Victoria Garcia MD\n",
      "ichael Evans DV\n",
      "iss Ebony Bell\n",
      " Justin Mullins DDS\n",
      " Jill Walke\n",
      " Eric Hick\n",
      "Tara Williams DV\n",
      "Dr. Jessica Watkin\n",
      " Joseph Turne\n",
      "Cody Mueller J\n",
      "Kiara Williams MD\n",
      "athew White J\n",
      "Steve Hendricks MD\n",
      " Victor Duarte\n",
      "Dr. Stacy Maynard\n",
      " Steven Snyder PhD\n",
      "Jessica Warner PhD\n",
      "Trevor Summers DDS\n",
      "aria Doyle MD\n",
      "Stacie Walker DDS\n",
      "egan House DV\n",
      " Deborah Coleman\n",
      "Dr. Ryan Barke\n",
      " Michael Cox\n",
      " Rebecca Martin DV\n",
      "Sara Jacobs MD\n",
      " Jason Daugherty J\n",
      " Natalie Holder MD\n",
      "Charles Hernandez DDS\n",
      "Dr. Charles Lawrence\n",
      " Tyler Walke\n",
      "Janet Whitaker MD\n",
      "Jeremy Watkins MD\n",
      "David Martinez DDS\n",
      "Kimberly Olsen DDS\n",
      "Dr. Nicole Roy\n",
      " Justin Maxwell\n",
      "Danielle Robinson DDS\n",
      " Susan Chase DDS\n",
      " Alex Gonzales DDS\n",
      "Leonard Webster II\n",
      "David Taylor PhD\n",
      " Christopher Stuart\n",
      " Kevin Wilson\n",
      " John Walte\n",
      "Breanna Peterson MD\n",
      "Terri Quinn PhD\n",
      "Christian Reynolds DDS\n",
      " Donald Gray\n",
      "Dr. Shawn Brown\n",
      "Samantha Salas MD\n",
      "Valerie Thomas DDS\n",
      " Gina Anderson\n",
      "ichael Stein J\n",
      " Robert Day\n",
      "Justin Hernandez DDS\n",
      " Mikayla White\n",
      "Dr. Edward Palme\n",
      "Elizabeth Coleman MD\n",
      "Alexandra Hood PhD\n",
      "ichael Gonzalez DDS\n",
      "Ryan Phillips J\n",
      "Ashley Jones DDS\n",
      "Susan Trujillo MD\n",
      "Carol Baker MD\n",
      "Kelly Ibarra MD\n",
      " Crystal Perez\n",
      " Joshua Jensen MD\n",
      " Vanessa Ortiz DDS\n",
      " Jay Navarro\n",
      "Dr. Jimmy Smith MD\n",
      "John Compton DDS\n",
      "ario Wheeler PhD\n",
      " Joshua Simon\n",
      "Alicia Ferguson DV\n",
      "Dr. Amy Melendez\n",
      "Gloria Fritz DDS\n",
      "Dr. Michael Mille\n",
      " Alexandra Taylo\n",
      "Dr. Jennifer Ramirez MD\n",
      " Amy Walker MD\n",
      "David Dickson MD\n",
      "Amanda Mills DDS\n",
      " Jason West\n",
      " Joshua Hall\n",
      " Elizabeth Mitchell\n",
      "Dr. Sarah Mille\n",
      "Allen Snyder J\n",
      "Calvin Williams J\n",
      "Dr. Tammy Shelton\n",
      "iss Jennifer Gibson\n",
      "iss Christy Robinson\n",
      " Michael Rhode\n",
      "Deborah Huffman DDS\n",
      "Ronald Torres J\n",
      " Oscar Bautista\n",
      "Ellen Mcgee MD\n",
      "Emily Andrews MD\n",
      "Richard Williams PhD\n",
      " Michael Baker PhD\n",
      "Dr. Robert Taylo\n",
      "Traci Obrien DDS\n",
      "Robert Harris MD\n",
      "Dr. Diana Martin\n",
      "Logan Ward MD\n",
      " Janice Dixon\n",
      "Gabriel Smith III\n",
      "Linda Duran DV\n",
      "Ronald Mayer PhD\n",
      " David Smith\n",
      "Brian Pitts J\n",
      " Stephanie Rose\n",
      " Richard Stephen\n",
      "iss Kimberly Joseph\n",
      "Bruce Thompson II\n",
      "Tony Adams DDS\n",
      "Dr. Annette Collins DDS\n",
      " Chad Hendrick\n",
      "Lindsey Tyler DV\n",
      "ichael Drake MD\n",
      "Jeremy Sanders II\n",
      " George Goodwin MD\n",
      "Amanda Ramirez DDS\n",
      "Aaron Morris MD\n",
      " Michelle Butle\n",
      " Robert Carson\n",
      " Jennifer Martin DDS\n",
      "iss Amber Wallace\n",
      " Mary Hardy\n",
      "Jennifer Smith PhD\n",
      "Jodi White DDS\n",
      " Ryan Strickland\n",
      " Michael Koch\n",
      " Kara Rodriguez DDS\n",
      " Ryan Adam\n",
      "Austin Johnson II\n",
      " Samuel Robertson DV\n",
      "Benjamin Vargas DDS\n",
      " Wendy Thoma\n",
      "Bryan Conway J\n",
      "Brittany Hatfield DV\n",
      " Casey Haye\n",
      "Johnny Byrd MD\n",
      "Nicole Burke MD\n",
      "Brett Banks DV\n",
      " Lori Johnson\n",
      "ichael Shea MD\n",
      "Jesse Thompson DDS\n",
      "Brooke Simpson DV\n",
      " Michael Davi\n",
      " Thomas White\n",
      "Jessica Scott DDS\n",
      " Michael Burton\n",
      " Laurie Brown\n",
      "Dr. Cindy Logan\n",
      "Nicholas Jones MD\n",
      "Ronald Moore II\n",
      " Jonathon Patrick\n",
      " Andrew Kemp\n",
      "Alexander Garcia PhD\n",
      "Brett Campbell MD\n",
      " Paige Hall\n",
      "Danielle Smith MD\n",
      "Catherine Mendez MD\n",
      " David Mcdonald\n",
      " Ashley Porter DDS\n",
      "Jason Mcdowell MD\n",
      " Martin Lozano\n",
      "Bruce Hendrix MD\n",
      "Pamela Cox DDS\n",
      "Dr. Kristina Turne\n",
      "Samantha Buchanan DDS\n",
      " Cameron Singh\n",
      " Steven Davi\n",
      "Ruth Martinez MD\n",
      "George White DDS\n",
      "Dr. Michael Johnson\n",
      "Joshua Garrison PhD\n",
      " Nicholas Rodriguez DV\n",
      " Sarah Ray DV\n",
      "Natalie Rivera MD\n",
      "Dr. Tracy Powell\n",
      " Jason Chavez MD\n",
      " Leslie Mathew\n",
      "Patrick Newman DDS\n",
      " Michael Chapman DDS\n",
      "Jennifer Long PhD\n",
      "atthew Anthony MD\n",
      "Robert Garrison IV\n",
      "Jamie Anderson DDS\n",
      "William Gonzalez J\n",
      "Dr. Jennifer Wei\n",
      "Dr. Cynthia Torre\n",
      "John Miranda DDS\n",
      "Dr. Brian Matthews J\n",
      " Christopher Quinn\n",
      " Jacqueline Rose\n",
      " Angela Gray\n",
      " Tara Carpente\n",
      "Shannon Stevenson MD\n",
      "Kaitlin Warner MD\n",
      "Dr. Jessica Fowler MD\n",
      " Catherine Armstrong\n",
      "John Mullins DDS\n",
      "Christina Benson MD\n",
      "Amy Martinez DV\n",
      "Ashley Edwards DV\n",
      "elissa Herrera DDS\n",
      "Adam Arroyo DDS\n",
      "Dr. Amanda Cochran\n",
      "Eric Richards J\n",
      " Angela Martinez\n",
      "Natalie Garcia MD\n",
      " Dennis Duke\n",
      "Christopher Fleming MD\n",
      "isty Beck DDS\n",
      "Sharon Lloyd DDS\n",
      " Laura Malone MD\n",
      "Dr. Gabriel Flores MD\n",
      "Dr. Russell Gallego\n",
      "Kyle Walker MD\n",
      "Caleb Oliver MD\n",
      " Cameron Erickson\n",
      "Pamela Oliver DV\n",
      "ariah Russell MD\n",
      "Jonathan Fisher DV\n",
      " Sarah Mcintosh DV\n",
      "Lynn Jones MD\n",
      "Allison Martinez DDS\n",
      "Jeffrey Zamora MD\n",
      "Kenneth Munoz J\n",
      "Dr. Ellen Mcclure DDS\n",
      "Samantha Ballard MD\n",
      "ariah Franco MD\n",
      " Daniel Smith DV\n",
      "Jon Delgado J\n",
      " Anna Dickerson\n",
      " Cynthia Martinez DDS\n",
      "Angela Hamilton MD\n",
      " Stephanie Stone\n",
      "Dr. Marcus Kim MD\n",
      "Jordan Brewer PhD\n",
      " Veronica Neal\n",
      "Dr. Mike Alvarez\n",
      "Patricia Lee DDS\n",
      "Andrew English J\n",
      "Dr. Jennifer Martinez MD\n",
      "Dr. Donna Humphrey\n",
      " Jennifer Tucker DDS\n",
      " Jamie Bond\n",
      "Judy Mills MD\n",
      "Christina Jackson DDS\n",
      " Raymond Cox J\n",
      "Dr. Donna Coope\n",
      "Jeffrey Mcclain J\n",
      " Joseph Hill\n",
      "Bryan Shaffer DV\n",
      "Julie Bond MD\n",
      "ichael Hunter DDS\n",
      "elissa Rodriguez PhD\n",
      "Deborah Rodriguez MD\n",
      " Andrea Wilson\n",
      "Dr. Jonathan Woods PhD\n",
      "Jacob Ballard MD\n",
      " Brian Poole V\n",
      "Jeffrey Kim II\n",
      " Michael Gonzalez\n",
      "Kevin Brooks MD\n",
      "April Hansen PhD\n",
      " Brian Austin\n",
      "Sara Cooper DV\n",
      "Kelsey Ellis MD\n",
      "Deborah Madden MD\n",
      "Dr. Brooke Silva\n",
      "Dr. Melissa Allen PhD\n",
      "Karen Thomas MD\n",
      " Sophia Harpe\n",
      "Tara Singleton MD\n",
      "Dr. Alison Flore\n",
      "Kenneth Adams MD\n",
      " Natasha White\n",
      "Amanda Sanchez DDS\n",
      "Scott Campbell DV\n",
      "atthew Alexander J\n",
      "Dr. Shane Gilmore MD\n",
      "iss Paula Lawson\n",
      " Theresa Robert\n",
      "Kevin Reynolds J\n",
      " David Anderson\n",
      "Dr. Gabrielle Morri\n",
      "Jacob Skinner J\n",
      "iss Lisa Kennedy\n",
      "Timothy Byrd DDS\n",
      "Haley Jordan PhD\n",
      "Deborah Mack DV\n",
      "ckenzie Morris DV\n",
      "egan Saunders MD\n",
      "Tina Meyer MD\n",
      "Harold Sutton MD\n",
      "James Allen DV\n",
      "Dr. Lauren Perry\n",
      "Eric Riley MD\n",
      "Jamie Rogers DDS\n",
      "Natasha Lee MD\n",
      " Paula Taylo\n",
      "Theodore Mendez DDS\n",
      " Rebecca Johnson\n",
      " Dennis Gibson J\n",
      " Sherry Flores MD\n",
      "Dr. Alejandro Swanson\n",
      "Dr. Tiffany Peters DDS\n",
      "Christopher Crawford DDS\n",
      "Jimmy Shea J\n",
      " Joshua Cunningham\n",
      " Travis Jackson\n",
      "Dr. Mary Johnson\n",
      " Patrick Duarte\n",
      " Adam Hernandez\n",
      "Dr. Susan Wright\n",
      "iss Stephanie Perry DV\n",
      "Dr. Tracey Gonzalez\n",
      "Paul Hernandez DV\n",
      " Jasmine Schroede\n",
      " Adam Sosa\n",
      "Linda Sanchez DDS\n",
      " Danielle Jone\n",
      "Benjamin Henry MD\n",
      " Randy Reye\n",
      " Russell Elliott\n",
      " Thomas Smith MD\n",
      "Rachel Hanna DV\n",
      "Robert Stephens MD\n",
      "Dr. Sean Duncan MD\n",
      "aria Adams MD\n",
      " Theresa Baue\n",
      "Teresa Blair DDS\n",
      "Dr. Jennifer Campbell MD\n",
      "Dr. Melody Garcia\n",
      "James Reed J\n",
      "Elizabeth Wallace MD\n",
      " Gina William\n",
      "Emily Price MD\n",
      " Bonnie Boyd PhD\n",
      "Dr. Harry Campbell\n",
      "Dr. Kevin Simon\n",
      "Dr. Eric Lambert PhD\n",
      " John Mathi\n",
      "Jason Bush DDS\n",
      " Amy House\n",
      "Dr. Kevin Diaz\n",
      " Kevin Benjamin\n",
      " Michelle Dickerson DDS\n",
      "Dr. Alexandra May\n",
      " Jessica Hebert\n",
      "Dr. George Cline\n",
      " Whitney Scott\n",
      "Jennifer Jenkins DDS\n",
      " Gregg Rosario\n",
      "Scott Roth MD\n",
      "Evelyn Kirby MD\n",
      "iranda Thompson PhD\n",
      "Dr. Carla Ro\n",
      " Tanya Odom\n",
      "Jeffery Baker J\n",
      " Melissa Medina\n",
      "Daniel Lara MD\n",
      " Nicole Vazquez\n",
      "Dr. Emily Gutierrez DDS\n",
      "Dr. Stephanie Smith\n",
      "Derrick Hughes III\n",
      " Eduardo Jame\n",
      " Michael Cook\n",
      " David Hill\n",
      "Dr. Ryan Orozco DV\n",
      "Joshua Rivera J\n",
      "arc Harmon DDS\n",
      " Keith Peters DDS\n",
      "Amanda Freeman MD\n",
      "Dr. Michelle Carlson\n",
      "Dr. Stephen Varga\n",
      "Colleen Frederick DV\n",
      "Dr. Harry Chang\n",
      "Taylor Grant MD\n",
      " Renee Thomas DDS\n",
      "Dr. Shannon Johnson MD\n",
      " Christina Horne\n",
      " Deborah Walters PhD\n",
      " Jesse Gonzalez\n",
      "Larry Martinez DDS\n",
      " Anita Lee\n",
      "Dr. James Jone\n",
      "Dr. Tammy Jone\n",
      "ichael Golden MD\n",
      "Dr. Gavin Tate\n",
      "Dr. Christopher Collin\n",
      "Timothy Guzman J\n",
      " Alexander Thoma\n",
      "Dr. James Lewi\n",
      " Andrew Mille\n",
      " Kelly Hall\n",
      "Dr. Kayla Lowe\n",
      "Dr. Joseph Park\n",
      "Dr. Alfred Foste\n",
      "Amy Stephenson MD\n",
      "Stephen Black DV\n",
      "Dr. Daryl Smith\n",
      "Stuart Gross DDS\n",
      "ichael Hardy DDS\n",
      " Kenneth Chase\n",
      " Anna Everett MD\n",
      " Joshua Young\n",
      " Robin Lopez MD\n",
      "Dr. Elizabeth Benson\n",
      "Dr. Casey Hogan\n",
      "Elizabeth Peterson DV\n",
      "arilyn Vasquez DV\n",
      " Jack Reed\n",
      "Zachary Shields DV\n",
      " Molly Lopez MD\n",
      "Dr. Stephanie Jone\n",
      "Benjamin George DDS\n",
      "David Thomas DV\n",
      "Jill Hudson DDS\n",
      "ary Mccormick MD\n",
      "ichelle Smith MD\n",
      "Carl Burns MD\n",
      " Juan Buckley DDS\n",
      "Dr. Michelle Brown\n",
      "Jose Huffman PhD\n",
      "Deanna Mccarthy DDS\n",
      " Robin Hughe\n",
      "Laura Shannon DV\n",
      "ary Fox DDS\n",
      " Jamie Sanchez\n",
      "eredith Tucker DV\n",
      "Jose Manning DDS\n",
      "Lisa Bruce DV\n",
      "Crystal Howard DV\n",
      " Tracy William\n",
      " Jeffery Diaz\n",
      "Julie Baker DDS\n",
      "iss Danielle Adam\n",
      "Lonnie Allen II\n",
      " Bryan Brook\n",
      "Ashley Jimenez MD\n",
      "Tyrone Clark III\n",
      "Eric Mullins DDS\n",
      " Jonathan Walke\n",
      "Patricia Villarreal DDS\n",
      " Megan Kaufman DV\n",
      "athew Thompson DV\n",
      " Whitney Figueroa\n",
      "iss Debbie Chavez\n",
      "Emma Bates MD\n",
      "Jeffrey Nelson J\n",
      "ichael Mann II\n",
      " Karina Perry\n",
      "Dr. Chelsey Williams MD\n",
      "Jessica Sanchez PhD\n",
      "Joseph Ellis PhD\n",
      " Heather Gregory\n",
      " Steven Davie\n",
      "Dr. Lauren Brown\n",
      "Brett Garcia MD\n",
      "Anthony Davis DDS\n",
      "Anita Salazar DV\n",
      "Joseph Jones DV\n",
      "Edward Davis MD\n",
      " Brian Abbott\n",
      "Nicole Pennington MD\n",
      "Kelly Doyle DV\n",
      "Franklin Chen DV\n",
      " Brandon Young\n",
      "Nathan Welch PhD\n",
      "Dr. Katrina Farme\n",
      "David Johnson J\n",
      "Timothy Chavez J\n",
      "ichele Oconnell MD\n",
      "Elizabeth Tran MD\n",
      "Dr. Grace Martin\n",
      "Sarah Chaney DDS\n",
      " Brooke Henry DDS\n",
      "Dr. Lisa Coleman\n",
      "Brian Powell III\n",
      "Logan Oconnell PhD\n",
      "Lance Rangel J\n",
      "Dr. Nicole King\n",
      " John Carroll\n",
      " Anthony Mccormick\n",
      "Samuel Ruiz MD\n",
      " Jennifer Richard\n",
      " Stephen Cochran\n",
      "Gary Jarvis MD\n",
      "Dustin Stephenson MD\n",
      " Derrick Campbell DDS\n",
      "Lori Brown MD\n",
      " Brooke Rodge\n",
      " David Mo\n",
      " Joseph Knight DDS\n",
      " Brittany Duncan MD\n",
      " Jennifer Edwards DV\n",
      "William Cook PhD\n",
      "Kristina White MD\n",
      "Tonya Henry MD\n",
      "Robert Sanders PhD\n",
      "Noah Herrera J\n",
      "Linda Marshall MD\n",
      "James Davis MD\n",
      "Dawn Gilbert MD\n",
      "Dr. Dennis Andrew\n",
      " John Evan\n",
      " Michael Brook\n",
      "Shannon Ortiz MD\n",
      " Brenda Bishop MD\n",
      "Wanda Miller MD\n",
      " Sheila Wagne\n",
      " Kathleen Johnson DV\n",
      "Dr. Shannon Russo\n",
      "Chad Chavez DV\n",
      " William Holt\n",
      "Paul Jensen PhD\n",
      "Cassandra Gardner DDS\n",
      " Susan Klein\n",
      "Dr. Amanda Nguyen\n",
      " Leslie Esparza\n",
      " Jacqueline Simpson\n",
      " Tammy Crane\n",
      "Dr. Wendy Olive\n",
      "Katelyn Mejia DDS\n",
      "Dr. Miguel Rivera\n",
      " Nancy Landry\n",
      "Renee Stewart MD\n",
      "Breanna Mcintyre DDS\n",
      "Sarah Fischer MD\n",
      "Ronald Berry DV\n",
      " Amanda Cook\n",
      "Dr. Monica Gonzalez\n",
      "iss Jennifer Moore\n",
      "Crystal Watson DV\n",
      "Suzanne Edwards DDS\n",
      "Lance Brown DV\n",
      "Olivia Taylor DDS\n",
      " Lauren Lewi\n",
      "Jillian Proctor MD\n",
      "Yvette Jacobson MD\n",
      "Chelsea Rhodes DV\n",
      "Robert Brown DV\n",
      "aria Brooks DDS\n",
      "Eric Johnson J\n",
      "Kelly Webb PhD\n",
      "Dr. Valerie Chen\n",
      " Taylor Martin\n",
      "Dr. Andre Casey\n",
      " Stephen Clement\n",
      "Kevin Morrow MD\n",
      "Dr. Louis Skinne\n",
      "Adam Walker DV\n",
      " Steven Smith\n",
      "Dr. Willie King\n",
      "iranda Stanley DV\n",
      "Dr. Travis Johnson\n",
      " Christopher Cook\n",
      " Martin Hensley DDS\n",
      "Kelly Haynes DV\n",
      " Alexander Foster MD\n",
      " William Rodge\n",
      "Anne Larsen MD\n",
      "Sherry Johnson MD\n",
      "Victor Chavez II\n",
      "Brandon Dougherty DDS\n",
      "Elizabeth Young DDS\n",
      " Joshua Luca\n",
      "ichael Walsh DDS\n",
      " Lauren Campbell\n",
      "Troy Camacho MD\n",
      "Richard Ellis J\n",
      " Brandon Johnson\n",
      " Brooke Campbell\n",
      "Dr. Karen Kelley\n",
      " Jason Simmon\n",
      " Larry Francis MD\n",
      " Christopher Griffin\n",
      " Dean York\n",
      "Charles Goodman J\n",
      "iss Erin Bradley DDS\n",
      " Michael Allen\n",
      "Kelly Romero MD\n",
      "Anna Yang MD\n",
      "John White DV\n",
      " James Barne\n",
      " Carlos Warne\n",
      "April Calderon MD\n",
      " Kimberly Key DDS\n",
      "Eric Park DDS\n",
      "Patrick Barker PhD\n",
      "ichael Singh J\n",
      "Jonathan Smith J\n",
      "Allen Morris J\n",
      " Lee Rose\n",
      "Dr. Carl Jame\n",
      "Dr. Kimberly Benjamin\n",
      " Lucas Smith\n",
      " Jason Grant DDS\n",
      "Aaron Solis J\n",
      "Ryan Graham MD\n",
      "Justin Morgan MD\n",
      " Victoria Cochran\n",
      "Dr. Ryan Robert\n",
      "Katie Strickland DDS\n",
      "Emma Perry MD\n",
      " Daniel Mckinney J\n",
      " Paul Farme\n",
      "Stephanie Howard MD\n",
      "andy Mcconnell DDS\n",
      " Angelica Hall\n",
      "Christopher Petty J\n",
      "egan Shaw DDS\n",
      "Bianca Huynh MD\n",
      "iss Christina Burn\n",
      "elissa Dunn MD\n",
      " Derek Wilson\n",
      " Angel Johnson\n",
      " Nicole Duran\n",
      "ichael Garcia J\n",
      " Bethany Fisher PhD\n",
      " Daniel Nguyen DDS\n",
      "Wanda Moore MD\n",
      "Charles Short II\n",
      "Kimberly Jacobson PhD\n",
      "Debbie Brown DV\n",
      " Michael Dyer MD\n",
      "Joshua Kim DDS\n",
      "Daniel Fitzpatrick PhD\n",
      "Jordan Waller MD\n",
      " Jesse Bell\n",
      "ario Myers MD\n",
      "Terry Adams DDS\n",
      "Derek Barker J\n",
      " Renee Gordon\n",
      " Vincent King\n",
      "Dr. Oscar Lawson MD\n",
      "Lisa Zimmerman DV\n",
      " Phillip Vaughan\n",
      "Joseph Dyer MD\n",
      "Dr. Austin Cole\n",
      " Amanda Martin\n",
      "John Thomas MD\n",
      "Sierra Dominguez MD\n",
      " Katie Weber MD\n",
      " Nancy Green\n",
      " Pamela Garcia\n",
      "Danielle Stanton MD\n",
      "Elizabeth Logan DDS\n",
      "Courtney Wall DV\n",
      "Karen Harris PhD\n",
      " Amanda Herring\n",
      "Dr. David Mille\n",
      " Eric Anderson\n",
      " Sheena Bailey DV\n",
      "Zachary Garrett III\n",
      "Thomas Harrison J\n",
      "egan Bennett DV\n",
      " Steven Harrison\n",
      "Amy Mcintosh MD\n",
      "Dr. Frank Anderson\n",
      "Jamie Dawson MD\n",
      " Andrew Mitchell V\n",
      "Dr. Travis Richmond\n",
      " Amy Cain\n",
      "Aaron Davis J\n",
      "Thomas Burgess MD\n",
      "Amanda Hale DV\n",
      "Derek Cooke MD\n",
      "Dr. Daniel Bowman\n",
      "Dr. Jonathan Palme\n",
      "Lori Mitchell DDS\n",
      " Richard Armstrong\n",
      "Dr. Timothy Johnson\n",
      " Pam Lewis DV\n",
      "Amy Gutierrez DDS\n",
      "Dr. Christina Flore\n",
      "Brian Bailey J\n",
      " Carla Humphrey\n",
      "William Burch MD\n",
      "Yvonne Robinson PhD\n",
      "artha Mcdonald DV\n",
      "Dr. Mary Schwartz\n",
      "Taylor Green DDS\n",
      "Christopher Simmons PhD\n",
      "Rhonda Peterson MD\n",
      "Jacqueline West DDS\n",
      "Anne Lee DDS\n",
      "Jacqueline Snow MD\n",
      "Dr. Jennifer Shea\n",
      "Clayton Williams DV\n",
      " Jeremiah Morris IV\n",
      " John Harri\n",
      " David Morales J\n",
      "Barbara Johnson MD\n",
      "egan Gutierrez MD\n",
      "Larry Chandler J\n",
      "Ronald Matthews PhD\n",
      "James Clark II\n",
      "Cameron Roman J\n",
      " Ian Smith\n",
      "elissa Hunt MD\n",
      "Alexandria Cooper MD\n",
      " Andre Jensen\n",
      "Renee Garcia MD\n",
      "Christopher Smith J\n",
      " Lori Rogers MD\n",
      "Tammy Dunlap DV\n",
      "atthew Sawyer PhD\n",
      "ike Harris PhD\n",
      " Christina Mitchell DDS\n",
      "Evelyn Suarez DDS\n",
      "Christina Alvarez PhD\n",
      "Emily Duran MD\n",
      "Todd Grant J\n",
      " Veronica Sherman\n",
      " Alan Anderson\n",
      " Jason Jackson\n",
      " Jennifer Rivera\n",
      "Dr. Terry Sanchez\n",
      " Scott Sexton\n",
      " Wendy Haye\n",
      "Kenneth Santiago MD\n",
      "Dr. Matthew Hernandez\n",
      "Louis Hodges DDS\n",
      "Dr. Douglas Duffy\n",
      " Michelle Patterson\n",
      " Jennifer Craig\n",
      " Michael Graham\n",
      "Dr. David Wright\n",
      "Jeanne Fischer MD\n",
      " Amanda Rose\n",
      "Rebecca Salazar DDS\n",
      " Kathleen Cook\n",
      "Robert Olson DV\n",
      "Richard Cherry DDS\n",
      "Jeffrey Shepard DV\n",
      "James Holland MD\n",
      "Dr. Patricia Bake\n",
      "Joshua Montgomery MD\n",
      "Kevin Andrews PhD\n",
      "Dr. Rachel Gilbert\n",
      "Kenneth Avila J\n",
      "iss Taylor Barron\n",
      " Jason Lopez J\n",
      "Parker Carter MD\n",
      "Dennis Wells DDS\n",
      " Carol White\n",
      "Courtney Stephenson MD\n",
      "Dr. Andrea Rose\n",
      "Dr. Seth Villarreal DV\n",
      " Sabrina Murillo MD\n",
      " Eric Gordon\n",
      " Brenda Johnson DV\n",
      "Anthony Garrett DDS\n",
      "Billy Franco PhD\n",
      " Jeremiah Roge\n",
      " Donald Vang\n",
      "Dr. Alexander Chang PhD\n",
      " Robert Hendrick\n",
      "Dr. Bryan Kim\n",
      " Cynthia Lopez\n",
      "Dr. Laura Thompson\n",
      " Stephanie Schwartz DDS\n",
      " Anthony Deleon\n",
      "iss Sarah West\n",
      "Dr. Devin Sharp PhD\n",
      "Brittney Hammond DV\n",
      "iss Chelsea Sullivan PhD\n",
      "Dr. Jessica Love DV\n",
      "Leah Page DDS\n",
      "Hannah Rose MD\n",
      "iss Norma Mcfarland\n",
      "Dwayne Mathis J\n",
      "Cheryl Gay PhD\n",
      "Patrick Morgan MD\n",
      "Jeremy Rivera MD\n",
      " Colton Collins II\n",
      " Alexander Dalton\n",
      "Dr. Nicholas Braun\n",
      "Chris Palmer III\n",
      " Mason Hernandez MD\n",
      "Dr. Roberta Edward\n",
      "Dr. Kaitlin Barton\n",
      "Dr. Nicholas Garcia\n",
      " Trevor Wood\n",
      "Dr. Bradley Jones DDS\n",
      "Dr. Jennifer Thomas DDS\n",
      "Dr. Adam Rivera\n",
      " Sean Coleman PhD\n",
      "Dr. Sheila Walton MD\n",
      "Ian Sanchez DV\n",
      "Dr. Robert Mckinney\n",
      "Laura Franco MD\n",
      "Kelly Williams DDS\n",
      "ason Adams MD\n",
      " Jason Davi\n",
      "Dr. Daniel Flore\n",
      " Gary Anderson DDS\n",
      "Tyler Randall J\n",
      "Joshua Santiago DDS\n",
      "Laurie Moore DDS\n",
      "Dr. Susan Walsh\n",
      "Kristin Smith MD\n",
      " Denise Vasquez\n",
      "iss Bridget Ryan\n",
      "Joseph Morgan IV\n",
      "Carlos Adkins J\n",
      "ichael Craig DDS\n",
      "Dr. Brent Schwartz\n",
      " Melissa Vasquez\n",
      " Sandra Ware\n",
      "Dr. Becky Powell\n",
      "Dr. Matthew Cooper DDS\n",
      "ark Livingston J\n",
      " Michael Martin DV\n",
      "Kari Anderson DV\n",
      " Kaitlin Oconnor DV\n",
      "Crystal Miller DV\n",
      " Margaret Watson\n",
      " John Martin\n",
      "Richard Price MD\n",
      "Jennifer Powell DV\n",
      "Sheri Davis DDS\n",
      "Traci Blanchard MD\n",
      " Nancy Blai\n",
      "Aaron Carpenter MD\n",
      "Dr. Monica Wilson\n",
      "Dr. Kristin Holland\n",
      "Kimberly Knight DDS\n",
      " Brittany Ford DDS\n",
      "Benjamin Singh DV\n",
      "Dr. Amber Owen\n",
      "ichael Williams III\n",
      " Wendy Gomez DV\n",
      "Kara Stuart MD\n",
      "Kayla Torres DV\n",
      "Bobby Hart DDS\n",
      "ark Russell MD\n",
      "John Duncan MD\n",
      "Rachel Gonzalez DV\n",
      " Katherine Jone\n",
      "Dr. Brian Harrington DV\n",
      " Theresa Winte\n",
      " Chad Hale\n",
      "iguel Cook MD\n",
      "Eric Evans III\n",
      "John Murray DDS\n",
      "Dr. Andrew Young\n",
      " Jordan White MD\n",
      "Dr. Erica Stevenson\n",
      " Stephen Hardy\n",
      "Paul Stanley DDS\n",
      "Christina Gonzalez DV\n",
      "Dr. Anthony Jimenez\n",
      "Christopher Thornton J\n",
      " Julie Powe\n",
      "Dr. Christopher Sullivan\n",
      "Dr. Joyce Pace\n",
      "Dr. Alyssa Patrick\n",
      "Adam Hayes III\n",
      "Brittany Holmes MD\n",
      " Angela Floyd\n",
      " Angela Hernandez\n",
      "ichael Cummings MD\n",
      "Brittany Sanchez PhD\n",
      "Nicole Mclean DV\n",
      "Dr. Melissa Fernandez\n",
      "Scott Bishop DDS\n",
      " Alexandra Hamilton\n",
      "Dr. Jacob Taylor MD\n",
      "ichael Moore J\n",
      " Alicia Zhang DDS\n",
      " Sharon Rose\n",
      "Amber Ray MD\n",
      " Jeremy Chang\n",
      "Joseph Hudson II\n",
      "Jessica Hughes MD\n",
      "William Brooks J\n",
      " Jacob Frost\n",
      " Melissa Ingram DDS\n",
      "Dr. Robert Murphy\n",
      " Melanie Martinez PhD\n",
      " Stephen Berry\n",
      "Dr. Judith Reese\n",
      "Sarah Young DDS\n",
      "Angela Thompson DDS\n",
      " Darren Taylo\n",
      "Daniel Welch II\n",
      "Roger Horton J\n",
      "Dr. Virginia Evan\n",
      "Dr. John Dye\n",
      "Jeffery Brown DDS\n",
      "Paul Cox MD\n",
      " Angela William\n",
      "Cory Marshall II\n",
      " Megan Clark MD\n",
      "Dr. Jennifer Hogan MD\n",
      "Natalie Davis MD\n",
      "Dr. Sarah Johnson\n",
      "Dr. Corey Mathi\n",
      " Joshua Thompson J\n",
      "Nancy Stewart DDS\n",
      " Brian Glove\n",
      "Roberta Garcia MD\n",
      "Erin Conrad DV\n",
      "Dr. Karla Love\n",
      "Dr. Tina White PhD\n",
      "Leslie Wright MD\n",
      " Brittney Nunez\n",
      " Susan Mccormick\n",
      "Amanda Wolf DV\n",
      " Mitchell Coleman\n",
      "iss Christy Harri\n",
      "Dylan Foley DDS\n",
      " Lance Stark\n",
      "Ricky Murphy DDS\n",
      " Elijah Anderson\n",
      "Kristen Dennis DV\n",
      " Casey Vang\n",
      "William Young DDS\n",
      " Kristina Cook\n",
      " Kimberly Floyd DDS\n",
      " Timothy Brook\n",
      " Samantha Jackson\n",
      "iss Lori Doyle\n",
      " Karen Villegas MD\n",
      "Brenda Maldonado MD\n",
      "Katherine Pierce MD\n",
      "Dr. Aaron Morrison MD\n",
      "arcia Swanson DDS\n",
      "Yolanda Harris DV\n",
      "Roger Forbes PhD\n",
      "Dr. Tiffany Harmon\n",
      " Kimberly Brandt\n",
      " Casey Pham\n",
      " Dana Hammond DDS\n",
      "John Ruiz DDS\n",
      "David Li MD\n",
      "Lisa Velasquez MD\n",
      "Brian Bryan MD\n",
      " Brian Wilson\n",
      " Joseph Medina\n",
      "onica Dean DDS\n",
      "Travis Mcintyre DV\n",
      " Kelsey Marshall\n",
      " Duane Roberts MD\n",
      "Jon Flores II\n",
      " Lisa Lyons MD\n",
      "Dr. Philip Jones J\n",
      "Greg Joyce J\n",
      " Barbara Tran\n",
      " Mary Duarte MD\n",
      "Christina Hull MD\n",
      " Anthony Wilson\n",
      " Lisa Bake\n",
      "iss Mary Sloan\n",
      " Joshua King\n",
      "Daniel Mckinney MD\n",
      "Nicole Martinez MD\n",
      "Dr. David Robinson DV\n",
      "Joe Butler MD\n",
      "Thomas Frye J\n",
      "Patrick Mcdaniel PhD\n",
      "Dr. Brooke William\n",
      "Robert Edwards PhD\n",
      "Cynthia Mclaughlin PhD\n",
      "ark Hardy DDS\n",
      "Dr. Kathryn Riley\n",
      " Heather Price\n",
      "iss Ashley Howell\n",
      " James Adam\n",
      " Michael Eaton\n",
      " Joseph Marquez J\n",
      "Danielle Mercer DV\n",
      "Jacqueline York DDS\n",
      " Barbara Sanchez\n",
      "Dr. Valerie Kline\n",
      " Tony Cobb\n",
      " Justin Jarvi\n",
      "Nichole Novak MD\n",
      " Matthew Cameron\n",
      "ichael Robinson DV\n",
      "Adam Munoz PhD\n",
      " Stephen Vaughan\n",
      " Daniel Hale\n",
      "Valerie Mccormick MD\n",
      "Robert Smith J\n",
      "David Beck J\n",
      "Dana Bennett DV\n",
      "Dr. Tina Woodard\n",
      "James Smith MD\n",
      " Jerry Norton\n",
      "Billy Hall DDS\n",
      "Dr. Lauren Robertson MD\n",
      " Joyce Cunningham\n",
      " Matthew Reilly\n",
      "Erik Lowe MD\n",
      " Tara Lee\n",
      "Dr. Theresa Gaines MD\n",
      "Danielle Brown MD\n",
      "iss Misty Wood\n",
      "Jonathan Maldonado MD\n",
      " Ashley Martin\n",
      " Emily Ford\n",
      " Isaiah Martinez DDS\n",
      "Christopher Moore PhD\n",
      " Andrew Robinson\n",
      " Ryan Gate\n",
      "John Fitzgerald MD\n",
      "Gail Page PhD\n",
      "Cheryl Richards MD\n",
      "Todd Sandoval DV\n",
      " Brendan Watson\n",
      " Brandon Bryan\n",
      " Karen Wright MD\n",
      "Rhonda Stevenson MD\n",
      "Danielle Cook MD\n",
      " Taylor Velazquez\n",
      "ichelle Porter DDS\n",
      "Ryan Gomez II\n",
      " Rachel Hensley\n",
      " Cynthia Lawrence\n",
      "elissa Gonzalez DV\n",
      "Dr. Laura Tyle\n",
      "Erik Smith J\n",
      "Angie Clarke DV\n",
      "Jennifer Olson MD\n",
      "Omar Thompson J\n",
      "William Smith DDS\n",
      "Jessica Smith DV\n",
      " Justin Mccoy\n",
      "Robert Nguyen DDS\n",
      "Leonard Roberts J\n",
      "Dr. Paul Johnson\n",
      "Cody Martinez DV\n",
      "Duane Li J\n",
      " Allison Cunningham\n",
      "Dr. Robert Hurley\n",
      " Ashley Floyd\n",
      "Hunter James DDS\n",
      "Dr. Brianna Greene MD\n",
      "atthew Higgins PhD\n",
      " Jeremy Valentine\n",
      "Wesley Martinez DDS\n",
      " Justin Jone\n",
      "Brent Ball DDS\n",
      "iss Jessica Holloway DV\n",
      "ark Sanders MD\n",
      "Dr. Tracy Levy\n",
      "Larry Anderson MD\n",
      "Dr. Steven Smith\n",
      "Christian Hurst PhD\n",
      "Amanda Gomez DDS\n",
      " Anthony Nunez\n",
      " Rachel Newman DDS\n",
      " Tyler Foste\n",
      " Barry Copeland\n",
      " Richard Edward\n",
      "Carly Montoya DDS\n",
      " Amy Bradford DDS\n",
      " Tyler Allen\n",
      " Melissa Ramirez\n",
      "Claudia Cook MD\n",
      "Thomas Herrera DV\n",
      " Bobby Tucke\n",
      "Dr. Stephanie Gonzalez\n",
      "Dr. Bridget Hart DV\n",
      "Emily Graham DV\n",
      " Daniel Carpente\n",
      " Christian Bennett\n",
      " Mark Peters DDS\n",
      "Dr. Bradley Jackson\n",
      "iss Hannah Moore MD\n",
      "Kaitlyn Adams MD\n",
      "Darren Moore MD\n",
      "Richard Lucero J\n",
      "Elizabeth Holder PhD\n",
      " Shannon Gonzalez MD\n",
      "Seth Medina J\n",
      "Betty Raymond DV\n",
      "Dr. Crystal Watson\n",
      "Scott Diaz DDS\n",
      " Lindsey White\n",
      "Ryan Lamb DV\n",
      "Amber Graham MD\n",
      " Jennifer Chavez DV\n",
      "Becky Aguilar MD\n",
      " Lisa Vargas DDS\n",
      "Robert Frazier DDS\n",
      " Jennifer Kelly\n",
      " Richard Curry PhD\n",
      " Anna Perez\n",
      "Keith Gomez DDS\n",
      "Anthony Carlson J\n",
      "Dr. Bradley Rodge\n",
      " William Bishop\n",
      " Rhonda Bradley\n",
      "Kimberly Martin DDS\n",
      "Ryan Martinez MD\n",
      "Latasha Thomas MD\n",
      " Tamara Burn\n",
      "Andrea Dawson MD\n",
      " Daniel Johnson\n",
      "Lauren Smith MD\n",
      "Dr. Nicole Brady\n",
      "Wyatt Hoffman DDS\n",
      "Dr. Kathy Bailey\n",
      " Jorge Smith\n",
      "Dr. Katherine Pham\n",
      "Deanna Key DV\n",
      "Donna Mcclure MD\n",
      "Dr. Jeremy Davi\n",
      " Brittany Boone MD\n",
      "Debra Torres PhD\n",
      "Hannah Garcia MD\n",
      " Jacqueline Stone\n",
      "Dr. Wesley Lynch MD\n",
      "Edward Dudley II\n",
      "Nathan Gonzalez MD\n",
      "Dr. Sean Neal\n",
      "atthew Lewis J\n",
      "Jacob Perez PhD\n",
      "Alexander Brown MD\n",
      " Duane Sherman\n",
      " John Petty\n",
      " Brooke Stewart\n",
      "Isaac Smith PhD\n",
      "Dr. Kristi Soto MD\n",
      "Dr. Timothy Hayne\n",
      "Dr. Raven Ortiz MD\n",
      "Kendra Buckley DDS\n",
      " Russell Daniel\n",
      "Christopher Bowers J\n",
      "Wendy Arroyo PhD\n",
      "Taylor Hill DDS\n",
      " Lisa Guerrero\n",
      " Jose Moran\n",
      "Allison Perkins MD\n",
      "Lisa Monroe DDS\n",
      "Kenneth Cervantes DDS\n",
      "Sandra Freeman MD\n",
      " Patrick Rodriguez MD\n",
      "Brendan Kim MD\n",
      "Timothy Hughes J\n",
      "Dr. Carlos Mcdonald\n",
      "Chad Bryant DDS\n",
      "Gina Nguyen DDS\n",
      "Dr. James Mye\n",
      "eagan Browning MD\n",
      " Frank Delgado\n",
      "ichael Torres MD\n",
      "ichelle Richards MD\n",
      "Kimberly Osborn MD\n",
      "Kevin Hoover IV\n",
      " Jeffrey Thompson\n",
      " Laurie Hamilton\n",
      "David Butler J\n",
      "Amy Jones MD\n",
      "Nicholas Frost DDS\n",
      " James Thompson MD\n",
      " Adrienne Evans DDS\n",
      " Christopher Bell\n",
      "Louis Smith MD\n",
      "Dr. Cameron Anderson\n",
      "Crystal Wiggins MD\n",
      "ichael Wilson J\n",
      "atthew Savage MD\n",
      "Jeffrey Jones DV\n",
      " John Burn\n",
      "Dr. Luke Torres DV\n",
      "Christopher Stewart DV\n",
      "Benjamin Carlson MD\n",
      "Emily Fitzgerald MD\n",
      " Carolyn Cole\n",
      "Bruce Cummings DV\n",
      "Lisa Vance DV\n",
      " Lisa Doyle\n",
      "Dr. Brenda Sandoval\n",
      "iss Taylor Garza\n",
      "Elizabeth Robinson PhD\n",
      " George Hess J\n",
      "Courtney Cox PhD\n",
      " Brian Schmidt DV\n",
      "Kevin Briggs J\n",
      " Grace Austin\n",
      "Louis Cooper MD\n",
      " Tabitha Coleman\n",
      "Thomas Knox MD\n",
      "Sierra Little DDS\n",
      " Joseph Matthews III\n",
      " Brenda Henderson DV\n",
      "ichael Martin DDS\n",
      " Andrew Denni\n",
      "Dr. Edward Davenport\n",
      "Dr. Dylan Bailey J\n",
      " John Jackson\n",
      "Lisa Hernandez MD\n",
      "Dr. Michael Gibb\n",
      "Angel Brown MD\n",
      " Timothy Carte\n",
      "Anthony Woods J\n",
      " Amy Watson\n",
      "arcus Jones MD\n",
      "Kelsey Bennett MD\n",
      "Ashley Wells DV\n",
      "ichael Harris J\n",
      "Daniel Diaz J\n",
      " April Thornton\n",
      "Steven Reid DDS\n",
      " Jay Maxwell\n",
      "Dr. Patrick Rasmussen\n",
      "Dr. Jordan Smith\n",
      "Cristian Williams PhD\n",
      " Amanda Harris DDS\n",
      "Sean Reed DDS\n",
      "Dr. Robin Higgin\n",
      "Dr. Megan Gla\n",
      " William Scott\n",
      " Chad Gentry DDS\n",
      "Taylor Thompson J\n",
      "iss Wendy Martin\n",
      "Daniel Robinson J\n",
      "iss Jessica Hood\n",
      "ichael Taylor MD\n",
      "icheal Stout DV\n",
      "ichael Aguirre DDS\n",
      "Dr. Karl Campbell\n",
      " Aaron Randolph\n",
      "Dr. Jenna Arellano MD\n",
      "Holly Adams MD\n",
      "elissa Barnett PhD\n",
      "Brenda Brown DDS\n",
      "Alicia Palmer MD\n",
      "Dr. Carl Hayne\n",
      "Anthony Bryant DDS\n",
      "Christopher Perez DV\n",
      " Amber Garner DV\n",
      "Thomas Diaz MD\n",
      " Logan Thoma\n",
      "Sherry Turner DDS\n",
      "Joshua Martinez MD\n",
      " Alicia Sanford\n",
      " Laura Sexton\n",
      "elissa Coleman MD\n",
      "Dr. Dana Burnett MD\n",
      "Ronald Phelps J\n",
      " Jessica Flynn\n",
      "Dr. Robin Jone\n",
      " Michael Jone\n",
      "Jeffrey Parker MD\n",
      " Elizabeth Jone\n",
      "Erika Stafford DV\n",
      " Vincent Reed\n",
      " Justin Mcgee\n",
      "Todd Turner DDS\n",
      "Karen Kidd MD\n",
      "ichael Miller PhD\n",
      "Dr. Deborah Farrell\n",
      " Sharon Kelley\n",
      "Andrew Cole MD\n",
      "Jonathan Reid II\n",
      " Taylor Castillo\n",
      "Joshua Smith J\n",
      "Joseph Herrera III\n",
      "iss Megan Smith\n",
      "Catherine Ferguson MD\n",
      "Dr. Mitchell Hay\n",
      " Jordan Turne\n",
      " Robert Reye\n",
      " Johnny Walsh\n",
      "Andrew Walsh PhD\n",
      " Lauren Collin\n",
      "Adam Thompson MD\n",
      " Chelsea Roberts MD\n",
      " Debra Brown\n",
      "Vicki Santos PhD\n",
      "Tony Robertson II\n",
      "Kathleen Golden DDS\n",
      "Dr. Elizabeth Tran\n",
      "iss Rachel West\n",
      "Jessica Hoover DV\n",
      "Toni Graham DDS\n",
      "Joseph Patel MD\n",
      "Nathaniel Molina DDS\n",
      " Cheryl Fishe\n",
      "Nicolas Crawford MD\n",
      "Wendy Owens DV\n",
      "Patricia Boone MD\n",
      " Robert Estrada\n",
      " Kevin Yate\n",
      "James Fowler III\n",
      "Dr. Andrea Welch DDS\n",
      " Sara Parke\n",
      "Dr. Destiny Mcdonald\n",
      " Brittany Perry MD\n",
      "Timothy Mccoy DV\n",
      "elissa Cohen MD\n",
      "William Wright II\n",
      "Dr. Jose White\n",
      "Dr. Mason Grave\n",
      "Dr. Diane Rodriguez\n",
      "arilyn Rubio DDS\n",
      "Jose Lewis MD\n",
      "Latasha Hughes MD\n",
      "onica Wallace DDS\n",
      "Dr. Robin Reed\n",
      "Dr. Ashley Butle\n",
      "isty Garcia MD\n",
      "Amy Turner MD\n",
      "Robert Miller DV\n",
      "Andrea Horton MD\n",
      "Thomas Estes MD\n",
      "Justin Warner MD\n",
      "Thomas Carrillo II\n",
      "James Hess DDS\n",
      "atthew Bennett J\n",
      "John Scott MD\n",
      " Carla Lawson\n",
      "Anthony Campbell DDS\n",
      "ario Griffith MD\n",
      " Jacob Jackson\n",
      " Allison Robinson\n",
      " Amber Hall\n",
      "iss Gabriela Burch\n",
      "Kathryn Wade MD\n",
      " Anthony Martinez\n",
      "Dr. Justin Duffy\n",
      "Steven Hoover MD\n",
      "ary Smith MD\n",
      "Tiffany Young DDS\n",
      "ark Lucas IV\n",
      "Kenneth Marquez MD\n",
      "Keith Newman J\n",
      "atthew Mitchell III\n",
      "Dr. Jo William\n",
      "Lauren Howell DDS\n",
      "Erica Martin DDS\n",
      " Hannah Mcdonald MD\n",
      "Brandon Palmer DDS\n",
      " Stephanie Nichols DV\n",
      "Dr. Mckenzie Cumming\n",
      "Valerie Joseph DV\n",
      "Harold Parker PhD\n",
      " David Reeve\n",
      "Dr. Christina Barrera\n",
      "Kristen Solis MD\n",
      "Colin Schultz II\n",
      "iss Michelle Li\n",
      " Andrew Summe\n",
      "Dr. Kimberly Ramo\n",
      "Thomas Meyer DV\n",
      "Troy Foster MD\n",
      "John Hernandez DV\n",
      "Valerie Krueger DDS\n",
      "Carol Valdez DDS\n",
      "Dr. Jay Johnson DDS\n",
      "Brenda Holloway DV\n",
      "Wendy Parker MD\n",
      "Kim Smith DV\n",
      " Wesley Fields MD\n",
      "Nicole White MD\n",
      "Amanda Skinner MD\n",
      "Adrienne Turner MD\n",
      "Terry Scott J\n",
      "Cesar Rodriguez DV\n",
      "Jennifer Gay MD\n",
      " Earl Thompson\n",
      "iss Melinda Thoma\n",
      "ary Nixon MD\n",
      "Leslie Kelly MD\n",
      " Kristen Gonzalez\n",
      "ichael Carter MD\n",
      "Joseph Perez DDS\n",
      " Alice Warren\n",
      "Julia Kelley MD\n",
      "David Coffey PhD\n",
      " Pam Wolf DDS\n",
      " Ryan Thoma\n",
      "Gregory Morgan MD\n",
      "Dr. Carol William\n",
      " Rebecca Gonzale\n",
      " Samantha Glove\n",
      "Anna Decker MD\n",
      "Hailey Lopez DDS\n",
      " James Bake\n",
      " Amber Gonzalez\n",
      " Jason Patel J\n",
      "Stephanie Walker DDS\n",
      " Timothy Scott\n",
      "Dr. Michael Sullivan DDS\n",
      " Brittney Schultz DV\n",
      "Dr. Frances Romero\n",
      "Laura Bennett DDS\n",
      "Allen Goodwin DDS\n",
      "Kimberly Brown MD\n",
      "Steven Lewis J\n",
      "Angela Garcia DDS\n",
      "William Foster PhD\n",
      "Lucas Williams J\n",
      "Dr. Kimberly Page\n",
      "Deborah Higgins DDS\n"
     ]
    }
   ],
   "source": [
    "# Strip \"Mrs.\" from the student names\n",
    "for name in students_to_fix:\n",
    "    print(name.strip(\"Mrs.\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "86ce4cdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Dr. Linda Santiago'"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "name = \"Mrs. Linda Santiago\"\n",
    "name.replace(\"Mrs.\",\"Dr.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4815690a",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2cd187a1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "' Linda Santiago'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "name = \"Dr. Linda Santiago\"\n",
    "name.replace(\"Dr.\",\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "341ef72f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add each prefix and suffix to remove to a list.\n",
    "prefixes_suffixes = [\"Dr. \", \"Mr. \",\"Ms. \", \"Mrs. \", \"Miss \", \" MD\", \" DDS\", \" DVM\", \" PhD\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "a5bfc60d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\RFNichol\\Anaconda3\\envs\\PythonData\\lib\\site-packages\\ipykernel_launcher.py:3: FutureWarning: The default value of regex will change from True to False in a future version.\n",
      "  This is separate from the ipykernel package so we can avoid doing imports until\n"
     ]
    }
   ],
   "source": [
    "# Iterate through the \"prefixes_suffixes\" list and replace them with an empty space, \"\" when it appears in the student's name.\n",
    "for word in prefixes_suffixes:\n",
    "    student_data_df[\"student_name\"] = student_data_df[\"student_name\"].str.replace(word,\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "cd024ea9",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'students_data' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_14808/2537282459.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstudents_data\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'students_data' is not defined"
     ]
    }
   ],
   "source": [
    "print(students_data.df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "ce7ae3e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Student ID</th>\n",
       "      <th>student_name</th>\n",
       "      <th>gender</th>\n",
       "      <th>grade</th>\n",
       "      <th>school_name</th>\n",
       "      <th>reading_score</th>\n",
       "      <th>math_score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Paul Bradley</td>\n",
       "      <td>M</td>\n",
       "      <td>9th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>66</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Victor Smith</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>94</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>Kevin Rodriguez</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>90</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>Richard Scott</td>\n",
       "      <td>M</td>\n",
       "      <td>12th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>67</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>Bonnie Ray</td>\n",
       "      <td>F</td>\n",
       "      <td>9th</td>\n",
       "      <td>Huang High School</td>\n",
       "      <td>97</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Student ID     student_name gender grade        school_name  reading_score  \\\n",
       "0           0     Paul Bradley      M   9th  Huang High School             66   \n",
       "1           1     Victor Smith      M  12th  Huang High School             94   \n",
       "2           2  Kevin Rodriguez      M  12th  Huang High School             90   \n",
       "3           3    Richard Scott      M  12th  Huang High School             67   \n",
       "4           4       Bonnie Ray      F   9th  Huang High School             97   \n",
       "\n",
       "   math_score  \n",
       "0          79  \n",
       "1          61  \n",
       "2          60  \n",
       "3          58  \n",
       "4          84  "
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "student_data_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "50b8d45e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Paul Bradley',\n",
       " 'Victor Smith',\n",
       " 'Kevin Rodriguez',\n",
       " 'Richard Scott',\n",
       " 'Bonnie Ray',\n",
       " 'Bryan Miranda',\n",
       " 'Sheena Carter',\n",
       " 'Nicole Baker',\n",
       " 'Michael Roth',\n",
       " 'Matthew Greene',\n",
       " 'Andrew Alexander',\n",
       " 'Daniel Cooper',\n",
       " 'Brittney Walker',\n",
       " 'William Long',\n",
       " 'Tammy Hebert',\n",
       " 'Jordan Carson',\n",
       " 'Donald Zamora',\n",
       " 'Kimberly Santiago',\n",
       " 'Kevin Stevens',\n",
       " 'Brandi Lyons',\n",
       " 'Lisa Davis',\n",
       " 'Kristen Lopez',\n",
       " 'Kimberly Stewart',\n",
       " 'Christopher Parker',\n",
       " 'Chelsea Griffith',\n",
       " 'Cesar Morris',\n",
       " 'Melanie Decker',\n",
       " 'Tracey Oconnor',\n",
       " 'Kelly James',\n",
       " 'Nicole Brown',\n",
       " 'Bobby Harris',\n",
       " 'Brian Fernandez',\n",
       " 'Candace Phelps',\n",
       " 'Amy Gonzalez',\n",
       " 'Steven Green',\n",
       " 'Benjamin Carlson',\n",
       " 'Kevin Bailey',\n",
       " 'Jesse Newton',\n",
       " 'Kimberly Mercado',\n",
       " 'Gregory Roberts',\n",
       " 'Matthew Mayer',\n",
       " 'Jennifer Parks',\n",
       " 'John Carlson',\n",
       " 'Megan Roberts',\n",
       " 'Debra Flores',\n",
       " 'Heidi Jackson',\n",
       " 'Denise Bradford',\n",
       " 'Ellen Brown',\n",
       " 'Amy Perkins',\n",
       " 'Natalie Mitchell',\n",
       " 'Tiffany Gutierrez',\n",
       " 'Jennifer Hess',\n",
       " 'Christine Fletcher',\n",
       " 'Jon Smith',\n",
       " 'Tracey Yates',\n",
       " 'Jerry Gordon',\n",
       " 'Michael Cox',\n",
       " 'Madeline Snyder',\n",
       " 'Allison King',\n",
       " 'Theresa Meyer',\n",
       " 'Jared Wood',\n",
       " 'Eric Maynard',\n",
       " 'Mark Owens',\n",
       " 'Ronnie Conley',\n",
       " 'Kimberly Davis',\n",
       " 'Amy Mitchell',\n",
       " 'Dylan Taylor',\n",
       " 'Elizabeth Henderson',\n",
       " 'James Lopez',\n",
       " 'Michael Morgan',\n",
       " 'Angela Francis',\n",
       " 'Breanna Taylor',\n",
       " 'Jason Johnson',\n",
       " 'Kyle Martin',\n",
       " 'Scott Gill',\n",
       " 'Lisa Long',\n",
       " 'Erin Liu',\n",
       " 'Marcus Richards',\n",
       " 'Jason Thompson',\n",
       " 'Elizabeth Mckinney',\n",
       " 'Jessica Bailey',\n",
       " 'Lisa Frye',\n",
       " 'Lindsey Baker',\n",
       " 'Lisa Ramirez',\n",
       " 'Joseph Butler',\n",
       " 'Tina Lynch',\n",
       " 'Leah Benitez',\n",
       " 'Elizabeth Parker',\n",
       " 'Melissa Hunter',\n",
       " 'Madison Everett',\n",
       " 'Ronald Garcia',\n",
       " 'Mark Cherry',\n",
       " 'Ryan Stokes',\n",
       " 'Isaiah Maldonado',\n",
       " 'Micheal Dennis',\n",
       " 'Kevin Martinez',\n",
       " 'Jessica Smith',\n",
       " 'Dawn Trujillo',\n",
       " 'Virginia Ramirez',\n",
       " 'Marc Hernandez',\n",
       " 'Jose Gonzalez',\n",
       " 'Jason Dennis',\n",
       " 'Gary Morris',\n",
       " 'William Mcdonald',\n",
       " 'Michael Savage',\n",
       " 'Alexis Todd',\n",
       " 'David Hansen',\n",
       " 'Steven Mendez',\n",
       " 'Ryan Lynch',\n",
       " 'Timothy Marks',\n",
       " 'Alexander Johns',\n",
       " 'Kenneth Chavez',\n",
       " 'Dennis Williams',\n",
       " 'Michael Roy',\n",
       " 'Richard Ryan',\n",
       " 'Matthew Reyes',\n",
       " 'Stephanie Ward',\n",
       " 'Christopher Tucker',\n",
       " 'Daniel Jones',\n",
       " 'Devin Craig',\n",
       " 'Erin Prince',\n",
       " 'Bernard Ortiz',\n",
       " 'Nicole Miller',\n",
       " 'Christopher Fritz',\n",
       " 'Bonnie Mckinney',\n",
       " 'Troy Nelson',\n",
       " 'Jennifer Lee',\n",
       " 'Ronald Ward',\n",
       " 'Nathaniel Hampton',\n",
       " 'Michael Travis',\n",
       " 'James Taylor',\n",
       " 'Thomas Strickland',\n",
       " 'Brittany Jackson',\n",
       " 'Marisa Lowe',\n",
       " 'Nicole Thomas',\n",
       " 'Matthew Rodriguez',\n",
       " 'Kent Fernandez',\n",
       " 'Michelle Martin',\n",
       " 'John Sparks',\n",
       " 'Ann Blake',\n",
       " 'Melissa Miller',\n",
       " 'Steven Houston',\n",
       " 'Kristen Anderson',\n",
       " 'Cory Jones',\n",
       " 'Jennifer Mora',\n",
       " 'Dennis Griffin',\n",
       " 'Darryl Brown',\n",
       " 'Martin Mosley',\n",
       " 'Joyce Diaz',\n",
       " 'Jeffrey Rose',\n",
       " 'Jamie Moreno',\n",
       " 'Catherine Williams',\n",
       " 'Lauren Byrd',\n",
       " 'Vanessa Frazier',\n",
       " 'Stephen Bryant',\n",
       " 'Lawrence Liu',\n",
       " 'Joseph Larsen',\n",
       " 'Susan Collier',\n",
       " 'Meagan Jensen',\n",
       " 'Julie Harper',\n",
       " 'Meghan Carroll',\n",
       " 'Wanda Horton',\n",
       " 'Mary Campbell',\n",
       " 'Jennifer Rodgers',\n",
       " 'Heather Cooper',\n",
       " 'Ryan Perez',\n",
       " 'Ryan Cox',\n",
       " 'Darren Zavala',\n",
       " 'Joseph Morales III',\n",
       " 'Aaron West',\n",
       " 'James Combs',\n",
       " 'Curtis Garner',\n",
       " 'Sarah Miller',\n",
       " 'Samantha Thomas',\n",
       " 'Robert Atkins',\n",
       " 'Alexis Crawford',\n",
       " 'Ryan Maddox',\n",
       " 'Jonathan Meyer',\n",
       " 'Donna Wagner',\n",
       " 'William Kennedy',\n",
       " 'Kimberly Martinez',\n",
       " 'Matthew Anderson',\n",
       " 'Kari Miller',\n",
       " 'Jenna Luna',\n",
       " 'Justin Contreras',\n",
       " 'Mary Fox',\n",
       " 'Joseph Perkins',\n",
       " 'Kelly Phillips',\n",
       " 'Justin Thornton',\n",
       " 'Joshua Barber',\n",
       " 'Travis Jackson',\n",
       " 'Jordan Beasley',\n",
       " 'Kevin Allen',\n",
       " 'Victoria Harris',\n",
       " 'Victoria Joseph',\n",
       " 'Brandy Marshall',\n",
       " 'Ryan Jimenez',\n",
       " 'Michael Chan',\n",
       " 'Christopher Phillips',\n",
       " 'Kevin Murphy',\n",
       " 'Vanessa Harper',\n",
       " 'James Ferguson',\n",
       " 'Carol Schroeder',\n",
       " 'Jerry Phillips',\n",
       " 'Kristin Wade',\n",
       " 'Jessica Warner',\n",
       " 'Dorothy Burke',\n",
       " 'Bethany Walter',\n",
       " 'Melissa Avery',\n",
       " 'Daniel Sutton',\n",
       " 'Ryan Johnson',\n",
       " 'Timothy Quinn',\n",
       " 'Zachary Allen',\n",
       " 'Lauren Schmitt',\n",
       " 'Stephanie Armstrong',\n",
       " 'Ruben Rivera',\n",
       " 'Patricia Petty',\n",
       " 'Joseph Jacobs',\n",
       " 'Bianca Wilson',\n",
       " 'Donald Perez',\n",
       " 'Curtis Gomez',\n",
       " 'Courtney Brown',\n",
       " 'Nicole Randall',\n",
       " 'Steven Lambert',\n",
       " 'Anthony Alvarez',\n",
       " 'Shawn Farrell',\n",
       " 'Jesus Schmidt',\n",
       " 'Laura Wright',\n",
       " 'Steven Smith',\n",
       " 'Norman Thompson',\n",
       " 'Anthony Wright',\n",
       " 'Kayla Watts',\n",
       " 'Aimee Johnson',\n",
       " 'Heidi Scott',\n",
       " 'Anthony Williams',\n",
       " 'Sarah Hill',\n",
       " 'Kim Wang',\n",
       " 'Beth Manning',\n",
       " 'Ryan Hanson',\n",
       " 'James Wood',\n",
       " 'Corey Greene',\n",
       " 'John Carter',\n",
       " 'Beth Garza',\n",
       " 'Karen Jones',\n",
       " 'Stephanie Poole',\n",
       " 'Lisa Brown',\n",
       " 'Paul Scott',\n",
       " 'Evelyn Buck',\n",
       " 'Terry Harrell',\n",
       " 'Leah Skinner',\n",
       " 'Anthony Mercado',\n",
       " 'Walter Kelly',\n",
       " 'Lori Evans',\n",
       " 'Ashley Jones',\n",
       " 'Amber Soto',\n",
       " 'Patrick Phillips',\n",
       " 'Linda Curry',\n",
       " 'Alexander Obrien',\n",
       " 'Vincent Garza',\n",
       " 'Terry Marsh',\n",
       " 'Angela Perkins',\n",
       " 'Peter Hampton',\n",
       " 'David Cross',\n",
       " 'Clinton Ortega',\n",
       " 'Jamie Escobar',\n",
       " 'Sandra Mason',\n",
       " 'Craig Cole',\n",
       " 'Lisa Warren',\n",
       " 'Maria Howard',\n",
       " 'Michael Porter',\n",
       " 'John Turner',\n",
       " 'Timothy Wang',\n",
       " 'Amanda Taylor',\n",
       " 'Karen Mckenzie',\n",
       " 'Brandon Miles',\n",
       " 'Christina Whitaker',\n",
       " 'Nicole Peterson',\n",
       " 'Ashley Moore',\n",
       " 'Todd Carrillo',\n",
       " 'Robert Williams',\n",
       " 'Ashley Jones',\n",
       " 'Vanessa Parker',\n",
       " 'Robert Carlson',\n",
       " 'Jared Lewis',\n",
       " 'Christopher Hernandez',\n",
       " 'Kimberly Harris',\n",
       " 'Katrina Hill',\n",
       " 'Heather Lee',\n",
       " 'Donald Harmon',\n",
       " 'Elizabeth Sanders',\n",
       " 'Richard Ramsey',\n",
       " 'Carmen Johnson',\n",
       " 'Elaine Osborne',\n",
       " 'Kent Burns',\n",
       " 'Meagan Smith',\n",
       " 'Craig Hahn',\n",
       " 'Jeremy Wu',\n",
       " 'Aaron Rodriguez',\n",
       " 'Matthew Taylor',\n",
       " 'Diana Evans',\n",
       " 'Michele Pearson',\n",
       " 'Erik Wagner',\n",
       " 'Maria Welch',\n",
       " 'Debra Martin',\n",
       " 'Devon Conner',\n",
       " 'Christine Patel',\n",
       " 'David Lopez',\n",
       " 'Nathan Baird',\n",
       " 'Samuel Castillo',\n",
       " 'Rebecca Payne',\n",
       " 'Carl Johnson',\n",
       " 'William Adams',\n",
       " 'Paula Harrison',\n",
       " 'Wayne Atkinson',\n",
       " 'Lindsay Frank',\n",
       " 'Jose Garcia',\n",
       " 'Andrew Gaines',\n",
       " 'Rachael Liu',\n",
       " 'Donald Lewis',\n",
       " 'Shane Edwards',\n",
       " 'Todd Levy',\n",
       " 'Joanna Moore',\n",
       " 'Michael Lewis',\n",
       " 'James Robinson',\n",
       " 'Jeffrey Arellano',\n",
       " 'Heather Allen',\n",
       " 'Lori Villarreal',\n",
       " 'Robert Harper',\n",
       " 'Karen Villegas',\n",
       " 'Tracey Crane',\n",
       " 'Elizabeth Allen',\n",
       " 'Jorge Lynn',\n",
       " 'Harold Gordon',\n",
       " 'Nicholas Mcclain',\n",
       " 'Tanya Harris',\n",
       " 'Amy Smith',\n",
       " 'Kathy Morse',\n",
       " 'Andrea Wood',\n",
       " 'Maureen Massey',\n",
       " 'Daniel Smith',\n",
       " 'Alexandra Smith',\n",
       " 'Caitlin Hall',\n",
       " 'Jose Carlson',\n",
       " 'Deborah Macias',\n",
       " 'Dwayne Rice',\n",
       " 'Matthew Harris',\n",
       " 'Eric Bowman',\n",
       " 'Samuel Ali',\n",
       " 'David Miller',\n",
       " 'James Moreno',\n",
       " 'Brooke Austin',\n",
       " 'Alisha Martin',\n",
       " 'Neil Rodriguez',\n",
       " 'Gary Williams',\n",
       " 'Michael Pittman',\n",
       " 'Stephanie Palmer',\n",
       " 'Christine Perry',\n",
       " 'Suzanne David',\n",
       " 'Amber Smith',\n",
       " 'Ryan Jones',\n",
       " 'Emily Ford',\n",
       " 'Kelsey Shea',\n",
       " 'Katherine Wallace',\n",
       " 'Erica Conway',\n",
       " 'Tyler Parker',\n",
       " 'Michael Parks',\n",
       " 'Elizabeth Hunt',\n",
       " 'Grant Jackson',\n",
       " 'Daniel Matthews',\n",
       " 'Diana Silva',\n",
       " 'Frank Garza',\n",
       " 'Terri Fischer',\n",
       " 'Robert Goodwin',\n",
       " 'Bobby Ruiz',\n",
       " 'Stephanie Taylor',\n",
       " 'Erin Hill',\n",
       " 'Erin Cohen',\n",
       " 'Jeffrey Morris',\n",
       " 'Elizabeth Simpson',\n",
       " 'Jennifer Davis',\n",
       " 'Rachel Burton',\n",
       " 'Joseph Wilkins',\n",
       " 'Lawrence Montgomery',\n",
       " 'Patricia Howard',\n",
       " 'Jessica Hanson',\n",
       " 'Donna Dean',\n",
       " 'Edwin Reid',\n",
       " 'Jodi Brown',\n",
       " 'Elizabeth Richard',\n",
       " 'Aaron Martinez',\n",
       " 'Stephen Fischer',\n",
       " 'Diana Reeves',\n",
       " 'Jeffrey Eaton',\n",
       " 'Evelyn Miller',\n",
       " 'Christopher Kidd',\n",
       " 'Sarah Adams',\n",
       " 'Melinda Nelson',\n",
       " 'Kevin Brooks',\n",
       " 'John Bowen',\n",
       " 'Tracie Abbott',\n",
       " 'Allen Foster',\n",
       " 'Kathryn Elliott',\n",
       " 'Christopher Walker',\n",
       " 'Cynthia Martin',\n",
       " 'Amanda Bennett',\n",
       " 'Dennis Padilla',\n",
       " 'Antonio Miller',\n",
       " 'Melissa Trevino',\n",
       " 'Andrew King',\n",
       " 'John Martinez',\n",
       " 'Lauren King',\n",
       " 'Stephanie Mercado',\n",
       " 'William Smith',\n",
       " 'Jonathan Marshall',\n",
       " 'Luke Lowery',\n",
       " 'Emily Reynolds',\n",
       " 'Kevin Mclean',\n",
       " 'Elizabeth Taylor',\n",
       " 'Pamela Rivas',\n",
       " 'Tammy Martin',\n",
       " 'Holly Watkins',\n",
       " 'Patrick Chen',\n",
       " 'Michelle Griffin',\n",
       " 'Theresa Andrews',\n",
       " 'Alan Henry',\n",
       " 'Larry Hines',\n",
       " 'Travis Frazier',\n",
       " 'Julie Jones',\n",
       " 'Natalie Reynolds',\n",
       " 'Jessica Cohen',\n",
       " 'Jason Robinson',\n",
       " 'Heather Palmer',\n",
       " 'Emily Cardenas',\n",
       " 'Scott Glover',\n",
       " 'Jacqueline White',\n",
       " 'Elizabeth Espinoza',\n",
       " 'Toni Porter',\n",
       " 'Jennifer Mejia',\n",
       " 'Brenda Peterson',\n",
       " 'Paul Hamilton',\n",
       " 'Patricia Nguyen',\n",
       " 'James Ho',\n",
       " 'Elizabeth Cohen',\n",
       " 'Stephanie Lane',\n",
       " 'Dawn Rhodes',\n",
       " 'Theresa Robinson',\n",
       " 'Breanna Mosley',\n",
       " 'Carmen Wilson',\n",
       " 'Ian Brown',\n",
       " 'Kathleen Matthews',\n",
       " 'Bryan Diaz',\n",
       " 'Gina Sweeney',\n",
       " 'Alan Garcia',\n",
       " 'Erik Wheeler',\n",
       " 'Stephanie Robles',\n",
       " 'Samantha Hanson',\n",
       " 'Christopher Williams',\n",
       " 'Stephanie Hart',\n",
       " 'Lisa Becker',\n",
       " 'Bianca Johnson',\n",
       " 'Amy Steele',\n",
       " 'Gina Contreras',\n",
       " 'Jaime Alexander',\n",
       " 'Kevin Coleman',\n",
       " 'Caitlin Williams',\n",
       " 'Joseph Lloyd',\n",
       " 'Carrie Hernandez',\n",
       " 'Travis Young',\n",
       " 'Francis Wright',\n",
       " 'Joel Harper',\n",
       " 'Eduardo Park',\n",
       " 'Melissa Yoder',\n",
       " 'Donna Campbell',\n",
       " 'Connie Delacruz',\n",
       " 'Luis Parker',\n",
       " 'Pamela Watts',\n",
       " 'Lindsey Mitchell',\n",
       " 'Brenda Price',\n",
       " 'Joseph Howard',\n",
       " 'Amy Evans',\n",
       " 'Paula Fernandez',\n",
       " 'Amber Cunningham',\n",
       " 'Preston Wheeler',\n",
       " 'James Lopez',\n",
       " 'Chad Drake',\n",
       " 'Samuel Blackburn',\n",
       " 'Shawn Nielsen',\n",
       " 'Eric Perez',\n",
       " 'Kevin Montgomery',\n",
       " 'Terry Thomas',\n",
       " 'Kim Meyer',\n",
       " 'Michael Townsend',\n",
       " 'Ronnie Rodriguez',\n",
       " 'Savannah Smith',\n",
       " 'Shane Nguyen',\n",
       " 'Michael Brown',\n",
       " 'Robert Young',\n",
       " 'Daniel Griffin',\n",
       " 'James Johnson',\n",
       " 'Mary Cox',\n",
       " 'Tina Aguirre',\n",
       " 'Jillian Mcdonald',\n",
       " 'Matthew Branch',\n",
       " 'Christopher Jordan',\n",
       " 'Victor Mcguire',\n",
       " 'Erin Arnold',\n",
       " 'Nicholas Wu',\n",
       " 'Kristen Wilson',\n",
       " 'Morgan Moore',\n",
       " 'Stephen Smith',\n",
       " 'Jeremy Romero',\n",
       " 'Julie Bush',\n",
       " 'Brittany Taylor',\n",
       " 'James Kim',\n",
       " 'Ashley Roberts',\n",
       " 'Brandon Johnson',\n",
       " 'David Davenport',\n",
       " 'Mark Washington',\n",
       " 'Alicia Marshall',\n",
       " 'Barbara Santana',\n",
       " 'Samantha Parker',\n",
       " 'Joseph Walters',\n",
       " 'Michael Zamora',\n",
       " 'Kyle Cobb',\n",
       " 'Jill Clark',\n",
       " 'Sarah Warren',\n",
       " 'Jennifer Robinson',\n",
       " 'Patricia Johnson',\n",
       " 'Henry Evans',\n",
       " 'Alexander Ramsey',\n",
       " 'Brandon Stephens',\n",
       " 'Jeff Holland',\n",
       " 'Samuel Schultz',\n",
       " 'Brett Johnson',\n",
       " 'Daniel Sherman',\n",
       " 'Justin Mccall',\n",
       " 'Jonathan Evans',\n",
       " 'Jacqueline Kennedy',\n",
       " 'Martin Stephenson',\n",
       " 'Lindsey Lane',\n",
       " 'Jessica Hart',\n",
       " 'Edward Lucas',\n",
       " 'Lisa Osborne',\n",
       " 'Hannah Black',\n",
       " 'Alexander Paul',\n",
       " 'Brenda Wong',\n",
       " 'Thomas Delgado',\n",
       " 'Jeremy Sutton',\n",
       " 'Paula Donaldson',\n",
       " 'Valerie Thompson',\n",
       " 'John Schaefer',\n",
       " 'Jesus Manning',\n",
       " 'Tyrone Lawson',\n",
       " 'Carl May',\n",
       " 'Brittany Russell',\n",
       " 'Philip Edwards',\n",
       " 'Robert Aguilar',\n",
       " 'Aaron Russo',\n",
       " 'Tracy Andrade',\n",
       " 'Amy Sullivan',\n",
       " 'Howard Beck',\n",
       " 'Xavier Bell II',\n",
       " 'Dawn Schultz',\n",
       " 'Caleb Lucas',\n",
       " 'Barbara Gonzalez',\n",
       " 'Charles Yang',\n",
       " 'David Gallagher',\n",
       " 'Bethany Vargas',\n",
       " 'Jennifer Schultz',\n",
       " 'Paula Marshall',\n",
       " 'Jordan Elliott',\n",
       " 'Samantha Mcmillan',\n",
       " 'Judith Johnson',\n",
       " 'Grace Palmer',\n",
       " 'Brandon Ramirez',\n",
       " 'Carol Smith',\n",
       " 'Matthew Odom',\n",
       " 'Erika Gray',\n",
       " 'Donna Kramer',\n",
       " 'Jonathan Snyder',\n",
       " 'Frank Howe',\n",
       " 'Amy Beck',\n",
       " 'Lori Holmes',\n",
       " 'Rebekah Hampton',\n",
       " 'Perry Bishop',\n",
       " 'Andrew Hanson',\n",
       " 'Jody Hughes',\n",
       " 'Anna Garcia',\n",
       " 'Colleen Walker',\n",
       " 'Danny Bridges',\n",
       " 'Kristina Ford',\n",
       " 'Sabrina Davidson',\n",
       " 'Alexander Freeman',\n",
       " 'Jack Davis',\n",
       " 'Victor Rivera',\n",
       " 'Elizabeth Pena',\n",
       " 'Neil Castro',\n",
       " 'Michael Briggs',\n",
       " 'Anna Andersen',\n",
       " 'Elizabeth Oconnor',\n",
       " 'Zachary Brooks',\n",
       " 'Scott Jackson',\n",
       " 'Mary Fuentes',\n",
       " 'Denise Reyes',\n",
       " 'Janice Collier',\n",
       " 'Tina Barber',\n",
       " 'Keith Rojas',\n",
       " 'Michelle Decker',\n",
       " 'James Smith',\n",
       " 'Alexandra Thompson',\n",
       " 'Jacqueline Campbell',\n",
       " 'Austin Clark',\n",
       " 'Brooke Thomas',\n",
       " 'Molly Smith',\n",
       " 'Pamela Beck',\n",
       " 'Timothy Morris',\n",
       " 'Lauren White',\n",
       " 'Jessica Beltran',\n",
       " 'Alexandra Jones',\n",
       " 'Evelyn Rice',\n",
       " 'Stephen Ellis',\n",
       " 'Caroline Smith',\n",
       " 'Fred Case',\n",
       " 'Crystal Anderson',\n",
       " 'Jordan Gross',\n",
       " 'Marie Harris',\n",
       " 'Charles Hayes',\n",
       " 'Beverly Sheppard',\n",
       " 'Denise Solis',\n",
       " 'Alexander Myers',\n",
       " 'Sally Robertson',\n",
       " 'Steven Morris',\n",
       " 'Nina Flores',\n",
       " 'Miguel Patterson',\n",
       " 'John Simpson',\n",
       " 'Charles Cruz',\n",
       " 'Monica Davis',\n",
       " 'James Fields',\n",
       " 'Kevin Frederick',\n",
       " 'Jeremy Soto',\n",
       " 'Ronald Harris',\n",
       " 'Carol Stewart',\n",
       " 'Albert Durham',\n",
       " 'James Sanchez',\n",
       " 'John Adams',\n",
       " 'Cody Williams',\n",
       " 'Ernest Love',\n",
       " 'Tommy Smith',\n",
       " 'Jared Anderson',\n",
       " 'Jennifer Yang',\n",
       " 'Joe Mercado',\n",
       " 'Roberto Wright',\n",
       " 'Michael Smith',\n",
       " 'William Park',\n",
       " 'Benjamin Williams',\n",
       " 'Dean Perez',\n",
       " 'Dale Miller',\n",
       " 'Marissa Russell',\n",
       " 'Mary Gonzalez',\n",
       " 'April Jackson',\n",
       " 'William Hayes',\n",
       " 'Meghan Holloway',\n",
       " 'Amy Coleman',\n",
       " 'James Green',\n",
       " 'Michael Tran',\n",
       " 'Joseph Cortez',\n",
       " 'Anita Moss',\n",
       " 'Benjamin Stokes',\n",
       " 'Michael Li',\n",
       " 'Alexander Rosales',\n",
       " 'Katie Dawson',\n",
       " 'Shelly Erickson',\n",
       " 'Kathryn Turner',\n",
       " 'Jacob Lee',\n",
       " 'Ryan Smith',\n",
       " 'Joshua Fernandez',\n",
       " 'Mia Roach',\n",
       " 'William Rodriguez',\n",
       " 'Wanda Cruz',\n",
       " 'Pamela Hall',\n",
       " 'David Smith',\n",
       " 'Jason Brown',\n",
       " 'Chelsea Alexander',\n",
       " 'Kimberly Tate',\n",
       " 'Daniel Williams',\n",
       " 'Terri Jacobson',\n",
       " 'Paul Harris',\n",
       " 'Jessica Thompson',\n",
       " 'Nancy Hawkins',\n",
       " 'Deborah Phillips',\n",
       " 'Mark Mendoza',\n",
       " 'Stephen Williamson',\n",
       " 'Jennifer Strong',\n",
       " 'Matthew Moore',\n",
       " 'Raymond Parker',\n",
       " 'Lee Evans',\n",
       " 'Curtis Rodriguez',\n",
       " 'Sara Morris',\n",
       " 'Dawn Palmer',\n",
       " 'Brianna Benson',\n",
       " 'Luis Watts',\n",
       " 'Cindy Brown',\n",
       " 'Summer Sandoval',\n",
       " 'Ashley Smith',\n",
       " 'Randy Wallace',\n",
       " 'Angela Simmons',\n",
       " 'Sandra Haley',\n",
       " 'George Morgan',\n",
       " 'Melissa Ali',\n",
       " 'Matthew Oliver',\n",
       " 'Michael Kirk',\n",
       " 'Terry Khan',\n",
       " 'Kristie Elliott',\n",
       " 'Joel Campbell',\n",
       " 'Anthony Henderson',\n",
       " 'Brent Christensen',\n",
       " 'Heidi Hayes',\n",
       " 'Ryan Mcbride',\n",
       " 'Kyle Murillo',\n",
       " 'Angela Powell',\n",
       " 'Jeanette Simmons',\n",
       " 'Adam Vance',\n",
       " 'Kristen Murray',\n",
       " 'Jessica Burnett',\n",
       " 'Alex Walker',\n",
       " 'Robert Phillips',\n",
       " 'Elizabeth Martinez',\n",
       " 'Kristina Young',\n",
       " 'Sarah Morgan',\n",
       " 'Cheryl Harding',\n",
       " 'Keith Hunter',\n",
       " 'Todd Williams',\n",
       " 'James White',\n",
       " 'Kyle Johnson',\n",
       " 'Andrea Suarez',\n",
       " 'Michael Sanchez',\n",
       " 'Jaime Torres',\n",
       " 'Donald Gill',\n",
       " 'Austin Lee',\n",
       " 'Adrian Bowman',\n",
       " 'Julie Perez',\n",
       " 'Debra Maxwell',\n",
       " 'Bradley Phillips',\n",
       " 'Sonya Simmons',\n",
       " 'Eric Miller',\n",
       " 'Charles Berger',\n",
       " 'Mary Monroe',\n",
       " 'Destiny Burns',\n",
       " 'Patrick Khan',\n",
       " 'Nathaniel Henson',\n",
       " 'Larry Miller',\n",
       " 'Timothy French',\n",
       " 'Xavier Mitchell',\n",
       " 'Jason Crosby',\n",
       " 'Joshua Johnson',\n",
       " 'Alyssa Clark',\n",
       " 'Jonathan Cooper',\n",
       " 'Mark Hunt',\n",
       " 'Norman Moore',\n",
       " 'Brian Atkins',\n",
       " 'Zachary Jones',\n",
       " 'Danielle Wong',\n",
       " 'Patricia Lane',\n",
       " 'Joshua Rose',\n",
       " 'Hannah Montes',\n",
       " 'Catherine Williams',\n",
       " 'Michael Jenkins',\n",
       " 'James Scott',\n",
       " 'Evan Ballard',\n",
       " 'Andrea Miller',\n",
       " 'Jasmine Lynch',\n",
       " 'Jennifer Fox',\n",
       " 'Jared Castro',\n",
       " 'Eugene Cox',\n",
       " 'Wendy Wilson',\n",
       " 'Debbie Smith',\n",
       " 'Michael Fletcher',\n",
       " 'Jay Waters',\n",
       " 'Melissa Martinez',\n",
       " 'Cory Howard',\n",
       " 'Mitchell Hanson',\n",
       " 'Corey Boyer',\n",
       " 'Elizabeth Gonzalez',\n",
       " 'Robert Hutchinson',\n",
       " 'David Hernandez',\n",
       " 'Tammy Jordan',\n",
       " 'Denise Johnson',\n",
       " 'Brandi Copeland',\n",
       " 'Evan Marshall',\n",
       " 'Gregory Long',\n",
       " 'Kristen Underwood',\n",
       " 'Walter French',\n",
       " 'Edwin Thompson',\n",
       " 'Edward Rivera',\n",
       " 'Brandon Wilson',\n",
       " 'Alejandra Todd',\n",
       " 'Dana Hoffman',\n",
       " 'David Howard',\n",
       " 'Ashley Caldwell',\n",
       " 'Cindy Horn',\n",
       " 'Kevin Armstrong',\n",
       " 'Stacey Porter',\n",
       " 'Patrick Hunt',\n",
       " 'David White',\n",
       " 'Tammy Black',\n",
       " 'Joanna Williams',\n",
       " 'Becky Moran',\n",
       " 'Brenda Smith',\n",
       " 'Gabrielle Webb',\n",
       " 'Jared Campbell',\n",
       " 'Ryan Jenkins',\n",
       " 'Thomas Shepard',\n",
       " 'Jeremiah Boyd',\n",
       " 'Matthew White',\n",
       " 'Christina Anderson',\n",
       " 'Edward Olson',\n",
       " 'Emily Bryant',\n",
       " 'Amy Guzman',\n",
       " 'Kathleen Owens',\n",
       " 'John Davila',\n",
       " 'Nicole King',\n",
       " 'Jason Villarreal',\n",
       " 'Matthew Washington',\n",
       " 'Peter Simpson',\n",
       " 'Cristian Espinoza',\n",
       " 'Steven Fry',\n",
       " 'David Miller',\n",
       " 'Tamara Hernandez',\n",
       " 'Jordan Lewis',\n",
       " 'Carol Anderson',\n",
       " 'Michael Moreno',\n",
       " 'Nicholas Logan',\n",
       " 'Paul Anderson',\n",
       " 'Jason Young',\n",
       " 'Wesley Martin',\n",
       " 'Karen Wall',\n",
       " 'Tara Parker',\n",
       " 'Michael Reyes',\n",
       " 'Amy Henderson',\n",
       " 'Jessica Reed',\n",
       " 'Joseph Miranda',\n",
       " 'Mackenzie Jones',\n",
       " 'Jon Espinoza',\n",
       " 'Kelly Medina',\n",
       " 'Jason Rubio',\n",
       " 'Jennifer Munoz',\n",
       " 'Christopher Warner',\n",
       " 'Vincent Thomas',\n",
       " 'Andrew Young',\n",
       " 'David Jenkins',\n",
       " 'Daniel Stephens',\n",
       " 'Elizabeth Lewis',\n",
       " 'Aaron Moore',\n",
       " 'Lisa Hogan',\n",
       " 'Shawn Williams',\n",
       " 'Michele Dickerson',\n",
       " 'Alicia Martinez',\n",
       " 'Timothy Anderson',\n",
       " 'Sierra Jackson',\n",
       " 'Sharon Taylor',\n",
       " 'Jeffrey Smith',\n",
       " 'Mark Taylor',\n",
       " 'Christina Ross',\n",
       " 'Judy Hall',\n",
       " 'Jennifer Fox',\n",
       " 'Kenneth Moran',\n",
       " 'Gerald Ferguson',\n",
       " 'Albert Carter',\n",
       " 'Michael Reilly',\n",
       " 'Kathleen Schwartz',\n",
       " 'Stacey Harris',\n",
       " 'Paula Lee',\n",
       " 'Adrian Black',\n",
       " 'Rita Moreno',\n",
       " 'Jason Perry',\n",
       " 'Scott Ortiz',\n",
       " 'Randy Mueller',\n",
       " 'Samantha Anderson',\n",
       " 'Phillip Brown',\n",
       " 'Christina Kerr',\n",
       " 'Derrick Hill',\n",
       " 'Nathan Bond',\n",
       " 'Marie Wilson',\n",
       " 'Caitlin Jones',\n",
       " 'Barbara Campbell',\n",
       " 'Katie Gonzales',\n",
       " 'Elijah Hall',\n",
       " 'James Sanders',\n",
       " 'Nicholas Martinez',\n",
       " 'Maria Mack',\n",
       " 'Mary Mason',\n",
       " 'Tiffany Campbell',\n",
       " 'Raymond Stone',\n",
       " 'Dominique Henderson',\n",
       " 'Martin Williams',\n",
       " 'Hannah Parker',\n",
       " 'Susan Webb',\n",
       " 'Rachel Johnson',\n",
       " 'Darren Davis',\n",
       " 'Tim Carr',\n",
       " 'Jesus Ryan',\n",
       " 'John Hays',\n",
       " 'Scott Stewart',\n",
       " 'Alexandra Roberts',\n",
       " 'Amanda Norman',\n",
       " 'James Moody',\n",
       " 'Brenda Jones',\n",
       " 'Kathy Smith',\n",
       " 'Raymond Clark',\n",
       " 'Ashley Martin',\n",
       " 'Tamara Flowers',\n",
       " 'Cesar Hanson',\n",
       " 'Ross Strickland',\n",
       " 'Randy Moore',\n",
       " 'Henry Andersen',\n",
       " 'Paul Martin',\n",
       " 'Sarah Stanley',\n",
       " 'Jordan Lewis',\n",
       " 'Ashley Richardson',\n",
       " 'Michael Brown',\n",
       " 'Jason Davis',\n",
       " 'Wendy Mcclain',\n",
       " 'Troy Williams',\n",
       " 'Carrie Alexander',\n",
       " 'Kyle Ware',\n",
       " 'Michael Robinson',\n",
       " 'Roger Wilson',\n",
       " 'Teresa Fuller',\n",
       " 'Craig Silva',\n",
       " 'Duane Thomas',\n",
       " 'Jon Crosby',\n",
       " 'Jon Steele',\n",
       " 'Daniel Shaw',\n",
       " 'Gwendolyn Williams',\n",
       " 'Angela Hess',\n",
       " 'Cameron Arnold',\n",
       " 'Janice Garcia',\n",
       " 'Anne Bullock',\n",
       " 'Katie Moody',\n",
       " 'Kayla Rivas',\n",
       " 'Danny Pearson',\n",
       " 'Billy Robles',\n",
       " 'Michelle Delgado',\n",
       " 'Cindy Harrison',\n",
       " 'John Dickerson',\n",
       " 'Tina Armstrong',\n",
       " 'Alex Franklin',\n",
       " 'Ryan King',\n",
       " 'Christine Guzman',\n",
       " 'Helen Malone',\n",
       " 'Benjamin Carpenter',\n",
       " 'Jessica Dunn',\n",
       " 'Jessica Kaiser',\n",
       " 'Brandon Black',\n",
       " 'David Hernandez',\n",
       " 'Brenda Turner',\n",
       " 'Katherine Black',\n",
       " 'Larry Santos',\n",
       " 'Zachary Dominguez',\n",
       " 'Tanya Fernandez',\n",
       " 'Joseph Nichols',\n",
       " 'Rebecca Martinez',\n",
       " 'Traci Ramirez',\n",
       " 'Ryan Bauer',\n",
       " 'Joshua Williams',\n",
       " 'Devon Foley',\n",
       " 'Heidi Walter',\n",
       " 'Mario Nguyen',\n",
       " 'Jordan Hernandez',\n",
       " 'William Miller',\n",
       " 'Nicholas Chung',\n",
       " 'Christine Cooley',\n",
       " 'Carrie Nelson',\n",
       " 'Crystal Fowler',\n",
       " 'Lori Taylor',\n",
       " 'Michael Stevenson',\n",
       " 'Matthew Holmes',\n",
       " 'David Walls',\n",
       " 'Megan Martin',\n",
       " 'Karen Peterson',\n",
       " 'Kristen Wallace',\n",
       " 'Mark Peterson',\n",
       " 'Jason Jones',\n",
       " 'Keith Barber',\n",
       " 'Patrick Green',\n",
       " 'Antonio Lopez',\n",
       " 'Travis Peterson',\n",
       " 'Gabriel Hunter',\n",
       " 'Amanda Ross',\n",
       " 'Samuel Thompson',\n",
       " 'Robert Bowman',\n",
       " 'Cynthia Cox',\n",
       " 'Brittany Miller',\n",
       " 'Eric Torres',\n",
       " 'Sandra Calhoun',\n",
       " 'Jacob Bailey',\n",
       " 'Jessica Harris',\n",
       " 'Molly Carr',\n",
       " 'Keith Davis',\n",
       " 'Adriana Wade',\n",
       " ...]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Put the cleaned students' names in another list.\n",
    "student_names = student_data_df[\"student_name\"].tolist()\n",
    "student_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "6b30c492",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "151"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new list and use it for the for loop to iterate through the list.\n",
    "students_fixed = []\n",
    "\n",
    "# Use an if statement to check the length of the name.\n",
    "\n",
    "# If the name is greater than or equal to 3, add the name to the list.\n",
    "\n",
    "for name in student_names:\n",
    "    if len(name.split()) >= 3:\n",
    "        students_fixed.append(name)\n",
    "\n",
    "# Get the length of the students' names that are greater than or equal to 3.\n",
    "len(students_fixed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "7175b2db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Dr. Richard Scott', 'Dr. Jordan Carson', 'Madeline Snyder MD', 'Mr. Dylan Taylor MD', 'Dr. Scott Gill', 'Miss Madison Everett', 'Virginia Ramirez MD', 'Joseph Morales III', 'Angela Perkins DVM', 'Heather Allen MD', 'Luke Lowery MD', 'Dr. Larry Hines', 'Emily Cardenas MD', 'Mrs. Elizabeth Espinoza DDS', 'Mrs. Lisa Becker', 'Mr. Travis Young', 'Paula Fernandez DVM', 'Dr. Xavier Bell II', 'Andrew Hanson MD', 'Mr. Roberto Wright MD', 'Mr. Dale Miller', 'Mary Gonzalez DDS', 'Mrs. Cindy Brown', 'James White MD', 'Donald Gill DDS', 'Mrs. Catherine Williams MD', 'Ashley Caldwell MD', 'Mr. Jared Campbell', 'Michael Moreno PhD', 'Tara Parker MD', 'Shawn Williams DVM', 'Dr. Alicia Martinez', 'Mr. Timothy Anderson', 'Mrs. Paula Lee', 'Mr. Elijah Hall', 'Mr. Raymond Stone', 'John Dickerson MD', 'Mr. Alex Franklin', 'Mrs. Jessica Dunn', 'Mr. Michael Stevenson', 'Jason Jones DDS', 'Adriana Wade MD', 'Erica Hurley MD', 'Dr. Garrett Wright', 'Mr. James Allen', 'Mr. Timothy Harper MD', 'Dale Brown MD', 'Dr. Christina Moore', 'Angela Peterson MD', 'Jennifer Ferguson MD', 'Anthony Wilson DDS', 'Dr. Jessica Lopez', 'David Miller Jr.', 'Dr. John Jones', 'Ms. Samantha Brown', 'Cynthia Hansen DVM', 'Rebecca Montoya MD', 'Dr. Jacob Matthews', 'Dr. Jacob Bell', 'Mr. Bruce Thomas', 'Robert Martin MD', 'Mrs. Marcia Jones PhD', 'Reginald Garcia IV', 'Patricia Smith MD', 'Amy Dyer DDS', 'Brian Hall DDS', 'Douglas Levy DDS', 'Mr. Eric Ibarra', 'Benjamin Ramirez MD', 'Raymond Freeman DDS', 'Carla Reeves MD', 'Dr. Donald Williams', 'Mr. John Carter', 'William Jackson DVM', 'Mr. Mitchell Cooper', 'Kevin Brown IV', 'Mrs. Kathleen Reed', 'Donna Robinson MD', 'Mrs. Dawn Olson DDS', 'Mr. Dustin Glover', 'Alexis French MD', 'Lisa Guerrero MD', 'David Nguyen DVM', 'William Washington Jr.', 'Julie Patterson MD', 'Mr. James Kelly', 'Dr. Robert Martin', 'Darlene Thomas PhD', 'Mr. Juan Jenkins', 'Mr. Juan Bryant II', 'Mr. Matthew Coleman', 'Bonnie Hammond MD', 'Kathleen Harris DDS', 'Steven Velez DDS', 'Tammy Cruz DDS', 'Dr. Marie Williams', 'Kenneth Paul Jr.', 'Mr. Jose Morris', 'Scott Rivers III', 'Melissa Rodriguez MD', 'Geoffrey Ortiz MD', 'Matthew Stewart MD', 'Sandra Thompson DDS', 'Mark Myers Jr.', 'Mrs. Maria Smith DDS', 'Dr. Kimberly Clements', 'Dr. Kenneth Webb', 'Amanda Patterson DVM', 'Miss Tara Banks DDS', 'Nancy Brown DVM', 'Chase Boyd MD', 'Mr. James Spence', 'Miss Colleen Stewart DDS', 'Mr. Todd Greene PhD', 'Amanda Hamilton DDS', 'Mrs. Lisa Rowland', 'Mr. Eric Moon', 'Mrs. Alicia Kelly DDS', 'Mr. Michael Norton Jr.', 'Mr. James Crosby', 'Mr. Sean Pena Jr.', 'Kathy Lucero DVM', 'Dustin Ferguson DDS', 'Dr. James Patterson', 'Dr. Juan Cobb MD', 'Victoria Garcia MD', 'Michael Evans DVM', 'Miss Ebony Bell', 'Mr. Justin Mullins DDS', 'Mrs. Jill Walker', 'Mr. Eric Hicks', 'Tara Williams DVM', 'Dr. Jessica Watkins', 'Mr. Joseph Turner', 'Cody Mueller Jr.', 'Kiara Williams MD', 'Mathew White Jr.', 'Steve Hendricks MD', 'Mr. Victor Duarte', 'Dr. Stacy Maynard', 'Mr. Steven Snyder PhD', 'Jessica Warner PhD', 'Trevor Summers DDS', 'Maria Doyle MD', 'Stacie Walker DDS', 'Megan House DVM', 'Ms. Deborah Coleman', 'Dr. Ryan Barker', 'Mr. Michael Cox', 'Mrs. Rebecca Martin DVM', 'Sara Jacobs MD', 'Mr. Jason Daugherty Jr.', 'Mrs. Natalie Holder MD', 'Charles Hernandez DDS', 'Dr. Charles Lawrence', 'Mr. Tyler Walker', 'Janet Whitaker MD', 'Jeremy Watkins MD', 'David Martinez DDS', 'Kimberly Olsen DDS', 'Dr. Nicole Roy', 'Mr. Justin Maxwell', 'Danielle Robinson DDS', 'Mrs. Susan Chase DDS', 'Mr. Alex Gonzales DDS', 'Leonard Webster II', 'David Taylor PhD', 'Mr. Christopher Stuart', 'Mr. Kevin Wilson', 'Mr. John Walters', 'Breanna Peterson MD', 'Terri Quinn PhD', 'Christian Reynolds DDS', 'Mr. Donald Gray', 'Dr. Shawn Brown', 'Samantha Salas MD', 'Valerie Thomas DDS', 'Mrs. Gina Anderson', 'Michael Stein Jr.', 'Mr. Robert Day', 'Justin Hernandez DDS', 'Mrs. Mikayla White', 'Dr. Edward Palmer', 'Elizabeth Coleman MD', 'Alexandra Hood PhD', 'Michael Gonzalez DDS', 'Ryan Phillips Jr.', 'Ashley Jones DDS', 'Susan Trujillo MD', 'Carol Baker MD', 'Kelly Ibarra MD', 'Mrs. Crystal Perez', 'Mr. Joshua Jensen MD', 'Ms. Vanessa Ortiz DDS', 'Mr. Jay Navarro', 'Dr. Jimmy Smith MD', 'John Compton DDS', 'Mario Wheeler PhD', 'Mr. Joshua Simon', 'Alicia Ferguson DVM', 'Dr. Amy Melendez', 'Gloria Fritz DDS', 'Dr. Michael Miller', 'Mrs. Alexandra Taylor', 'Dr. Jennifer Ramirez MD', 'Mrs. Amy Walker MD', 'David Dickson MD', 'Amanda Mills DDS', 'Mr. Jason West', 'Mr. Joshua Hall', 'Mrs. Elizabeth Mitchell', 'Dr. Sarah Miller', 'Allen Snyder Jr.', 'Calvin Williams Jr.', 'Dr. Tammy Shelton', 'Miss Jennifer Gibson', 'Miss Christy Robinson', 'Mr. Michael Rhodes', 'Deborah Huffman DDS', 'Ronald Torres Jr.', 'Mr. Oscar Bautista', 'Ellen Mcgee MD', 'Emily Andrews MD', 'Richard Williams PhD', 'Mr. Michael Baker PhD', 'Dr. Robert Taylor', 'Traci Obrien DDS', 'Robert Harris MD', 'Dr. Diana Martin', 'Logan Ward MD', 'Mrs. Janice Dixon', 'Gabriel Smith III', 'Linda Duran DVM', 'Ronald Mayer PhD', 'Mr. David Smith', 'Brian Pitts Jr.', 'Ms. Stephanie Rose', 'Mr. Richard Stephens', 'Miss Kimberly Joseph', 'Bruce Thompson II', 'Tony Adams DDS', 'Dr. Annette Collins DDS', 'Mr. Chad Hendricks', 'Lindsey Tyler DVM', 'Michael Drake MD', 'Jeremy Sanders II', 'Mr. George Goodwin MD', 'Amanda Ramirez DDS', 'Aaron Morris MD', 'Mrs. Michelle Butler', 'Mr. Robert Carson', 'Mrs. Jennifer Martin DDS', 'Miss Amber Wallace', 'Mrs. Mary Hardy', 'Jennifer Smith PhD', 'Jodi White DDS', 'Mr. Ryan Strickland', 'Mr. Michael Koch', 'Mrs. Kara Rodriguez DDS', 'Mr. Ryan Adams', 'Austin Johnson II', 'Mr. Samuel Robertson DVM', 'Benjamin Vargas DDS', 'Mrs. Wendy Thomas', 'Bryan Conway Jr.', 'Brittany Hatfield DVM', 'Mrs. Casey Hayes', 'Johnny Byrd MD', 'Nicole Burke MD', 'Brett Banks DVM', 'Mrs. Lori Johnson', 'Michael Shea MD', 'Jesse Thompson DDS', 'Brooke Simpson DVM', 'Mr. Michael Davis', 'Mr. Thomas White', 'Jessica Scott DDS', 'Mr. Michael Burton', 'Mrs. Laurie Brown', 'Dr. Cindy Logan', 'Nicholas Jones MD', 'Ronald Moore II', 'Mr. Jonathon Patrick', 'Mr. Andrew Kemp', 'Alexander Garcia PhD', 'Brett Campbell MD', 'Mrs. Paige Hall', 'Danielle Smith MD', 'Catherine Mendez MD', 'Mr. David Mcdonald', 'Mrs. Ashley Porter DDS', 'Jason Mcdowell MD', 'Mr. Martin Lozano', 'Bruce Hendrix MD', 'Pamela Cox DDS', 'Dr. Kristina Turner', 'Samantha Buchanan DDS', 'Mr. Cameron Singh', 'Mr. Steven Davis', 'Ruth Martinez MD', 'George White DDS', 'Dr. Michael Johnson', 'Joshua Garrison PhD', 'Mr. Nicholas Rodriguez DVM', 'Ms. Sarah Ray DVM', 'Natalie Rivera MD', 'Dr. Tracy Powell', 'Mr. Jason Chavez MD', 'Mrs. Leslie Mathews', 'Patrick Newman DDS', 'Mr. Michael Chapman DDS', 'Jennifer Long PhD', 'Matthew Anthony MD', 'Robert Garrison IV', 'Jamie Anderson DDS', 'William Gonzalez Jr.', 'Dr. Jennifer Weiss', 'Dr. Cynthia Torres', 'John Miranda DDS', 'Dr. Brian Matthews Jr.', 'Mr. Christopher Quinn', 'Mrs. Jacqueline Rose', 'Mrs. Angela Gray', 'Mrs. Tara Carpenter', 'Shannon Stevenson MD', 'Kaitlin Warner MD', 'Dr. Jessica Fowler MD', 'Mrs. Catherine Armstrong', 'John Mullins DDS', 'Christina Benson MD', 'Amy Martinez DVM', 'Ashley Edwards DVM', 'Melissa Herrera DDS', 'Adam Arroyo DDS', 'Dr. Amanda Cochran', 'Eric Richards Jr.', 'Mrs. Angela Martinez', 'Natalie Garcia MD', 'Mr. Dennis Duke', 'Christopher Fleming MD', 'Misty Beck DDS', 'Sharon Lloyd DDS', 'Mrs. Laura Malone MD', 'Dr. Gabriel Flores MD', 'Dr. Russell Gallegos', 'Kyle Walker MD', 'Caleb Oliver MD', 'Mr. Cameron Erickson', 'Pamela Oliver DVM', 'Mariah Russell MD', 'Jonathan Fisher DVM', 'Ms. Sarah Mcintosh DVM', 'Lynn Jones MD', 'Allison Martinez DDS', 'Jeffrey Zamora MD', 'Kenneth Munoz Jr.', 'Dr. Ellen Mcclure DDS', 'Samantha Ballard MD', 'Mariah Franco MD', 'Mr. Daniel Smith DVM', 'Jon Delgado Jr.', 'Mrs. Anna Dickerson', 'Mrs. Cynthia Martinez DDS', 'Angela Hamilton MD', 'Mrs. Stephanie Stone', 'Dr. Marcus Kim MD', 'Jordan Brewer PhD', 'Mrs. Veronica Neal', 'Dr. Mike Alvarez', 'Patricia Lee DDS', 'Andrew English Jr.', 'Dr. Jennifer Martinez MD', 'Dr. Donna Humphrey', 'Mrs. Jennifer Tucker DDS', 'Mrs. Jamie Bond', 'Judy Mills MD', 'Christina Jackson DDS', 'Mr. Raymond Cox Jr.', 'Dr. Donna Cooper', 'Jeffrey Mcclain Jr.', 'Mr. Joseph Hill', 'Bryan Shaffer DVM', 'Julie Bond MD', 'Michael Hunter DDS', 'Melissa Rodriguez PhD', 'Deborah Rodriguez MD', 'Mrs. Andrea Wilson', 'Dr. Jonathan Woods PhD', 'Jacob Ballard MD', 'Mr. Brian Poole V', 'Jeffrey Kim II', 'Mr. Michael Gonzalez', 'Kevin Brooks MD', 'April Hansen PhD', 'Mr. Brian Austin', 'Sara Cooper DVM', 'Kelsey Ellis MD', 'Deborah Madden MD', 'Dr. Brooke Silva', 'Dr. Melissa Allen PhD', 'Karen Thomas MD', 'Mrs. Sophia Harper', 'Tara Singleton MD', 'Dr. Alison Flores', 'Kenneth Adams MD', 'Mrs. Natasha White', 'Amanda Sanchez DDS', 'Scott Campbell DVM', 'Matthew Alexander Jr.', 'Dr. Shane Gilmore MD', 'Miss Paula Lawson', 'Mrs. Theresa Roberts', 'Kevin Reynolds Jr.', 'Mr. David Anderson', 'Dr. Gabrielle Morris', 'Jacob Skinner Jr.', 'Miss Lisa Kennedy', 'Timothy Byrd DDS', 'Haley Jordan PhD', 'Deborah Mack DVM', 'Mckenzie Morris DVM', 'Megan Saunders MD', 'Tina Meyer MD', 'Harold Sutton MD', 'James Allen DVM', 'Dr. Lauren Perry', 'Eric Riley MD', 'Jamie Rogers DDS', 'Natasha Lee MD', 'Ms. Paula Taylor', 'Theodore Mendez DDS', 'Ms. Rebecca Johnson', 'Mr. Dennis Gibson Jr.', 'Mrs. Sherry Flores MD', 'Dr. Alejandro Swanson', 'Dr. Tiffany Peters DDS', 'Christopher Crawford DDS', 'Jimmy Shea Jr.', 'Mr. Joshua Cunningham', 'Mr. Travis Jackson', 'Dr. Mary Johnson', 'Mr. Patrick Duarte', 'Mr. Adam Hernandez', 'Dr. Susan Wright', 'Miss Stephanie Perry DVM', 'Dr. Tracey Gonzalez', 'Paul Hernandez DVM', 'Mrs. Jasmine Schroeder', 'Mr. Adam Sosa', 'Linda Sanchez DDS', 'Mrs. Danielle Jones', 'Benjamin Henry MD', 'Mr. Randy Reyes', 'Mr. Russell Elliott', 'Mr. Thomas Smith MD', 'Rachel Hanna DVM', 'Robert Stephens MD', 'Dr. Sean Duncan MD', 'Maria Adams MD', 'Mrs. Theresa Bauer', 'Teresa Blair DDS', 'Dr. Jennifer Campbell MD', 'Dr. Melody Garcia', 'James Reed Jr.', 'Elizabeth Wallace MD', 'Mrs. Gina Williams', 'Emily Price MD', 'Mrs. Bonnie Boyd PhD', 'Dr. Harry Campbell', 'Dr. Kevin Simon', 'Dr. Eric Lambert PhD', 'Mr. John Mathis', 'Jason Bush DDS', 'Ms. Amy House', 'Dr. Kevin Diaz', 'Mr. Kevin Benjamin', 'Mrs. Michelle Dickerson DDS', 'Dr. Alexandra Mays', 'Mrs. Jessica Hebert', 'Dr. George Cline', 'Mrs. Whitney Scott', 'Jennifer Jenkins DDS', 'Mr. Gregg Rosario', 'Scott Roth MD', 'Evelyn Kirby MD', 'Miranda Thompson PhD', 'Dr. Carla Ross', 'Mrs. Tanya Odom', 'Jeffery Baker Jr.', 'Mrs. Melissa Medina', 'Daniel Lara MD', 'Mrs. Nicole Vazquez', 'Dr. Emily Gutierrez DDS', 'Dr. Stephanie Smith', 'Derrick Hughes III', 'Mr. Eduardo James', 'Mr. Michael Cook', 'Mr. David Hill', 'Dr. Ryan Orozco DVM', 'Joshua Rivera Jr.', 'Marc Harmon DDS', 'Mr. Keith Peters DDS', 'Amanda Freeman MD', 'Dr. Michelle Carlson', 'Dr. Stephen Vargas', 'Colleen Frederick DVM', 'Dr. Harry Chang', 'Taylor Grant MD', 'Mrs. Renee Thomas DDS', 'Dr. Shannon Johnson MD', 'Mrs. Christina Horne', 'Mrs. Deborah Walters PhD', 'Mr. Jesse Gonzalez', 'Larry Martinez DDS', 'Mrs. Anita Lee', 'Dr. James Jones', 'Dr. Tammy Jones', 'Michael Golden MD', 'Dr. Gavin Tate', 'Dr. Christopher Collins', 'Timothy Guzman Jr.', 'Mr. Alexander Thomas', 'Dr. James Lewis', 'Mr. Andrew Miller', 'Mrs. Kelly Hall', 'Dr. Kayla Lowe', 'Dr. Joseph Park', 'Dr. Alfred Foster', 'Amy Stephenson MD', 'Stephen Black DVM', 'Dr. Daryl Smith', 'Stuart Gross DDS', 'Michael Hardy DDS', 'Mr. Kenneth Chase', 'Mrs. Anna Everett MD', 'Mr. Joshua Young', 'Mrs. Robin Lopez MD', 'Dr. Elizabeth Benson', 'Dr. Casey Hogan', 'Elizabeth Peterson DVM', 'Marilyn Vasquez DVM', 'Mr. Jack Reed', 'Zachary Shields DVM', 'Mrs. Molly Lopez MD', 'Dr. Stephanie Jones', 'Benjamin George DDS', 'David Thomas DVM', 'Jill Hudson DDS', 'Mary Mccormick MD', 'Michelle Smith MD', 'Carl Burns MD', 'Mr. Juan Buckley DDS', 'Dr. Michelle Brown', 'Jose Huffman PhD', 'Deanna Mccarthy DDS', 'Mrs. Robin Hughes', 'Laura Shannon DVM', 'Mary Fox DDS', 'Ms. Jamie Sanchez', 'Meredith Tucker DVM', 'Jose Manning DDS', 'Lisa Bruce DVM', 'Crystal Howard DVM', 'Mrs. Tracy Williams', 'Mr. Jeffery Diaz', 'Julie Baker DDS', 'Miss Danielle Adams', 'Lonnie Allen II', 'Mr. Bryan Brooks', 'Ashley Jimenez MD', 'Tyrone Clark III', 'Eric Mullins DDS', 'Mr. Jonathan Walker', 'Patricia Villarreal DDS', 'Mrs. Megan Kaufman DVM', 'Mathew Thompson DVM', 'Mrs. Whitney Figueroa', 'Miss Debbie Chavez', 'Emma Bates MD', 'Jeffrey Nelson Jr.', 'Michael Mann II', 'Mrs. Karina Perry', 'Dr. Chelsey Williams MD', 'Jessica Sanchez PhD', 'Joseph Ellis PhD', 'Mrs. Heather Gregory', 'Mr. Steven Davies', 'Dr. Lauren Brown', 'Brett Garcia MD', 'Anthony Davis DDS', 'Anita Salazar DVM', 'Joseph Jones DVM', 'Edward Davis MD', 'Mr. Brian Abbott', 'Nicole Pennington MD', 'Kelly Doyle DVM', 'Franklin Chen DVM', 'Mr. Brandon Young', 'Nathan Welch PhD', 'Dr. Katrina Farmer', 'David Johnson Jr.', 'Timothy Chavez Jr.', 'Michele Oconnell MD', 'Elizabeth Tran MD', 'Dr. Grace Martin', 'Sarah Chaney DDS', 'Mrs. Brooke Henry DDS', 'Dr. Lisa Coleman', 'Brian Powell III', 'Logan Oconnell PhD', 'Lance Rangel Jr.', 'Dr. Nicole King', 'Mr. John Carroll', 'Mr. Anthony Mccormick', 'Samuel Ruiz MD', 'Ms. Jennifer Richard', 'Mr. Stephen Cochran', 'Gary Jarvis MD', 'Dustin Stephenson MD', 'Mr. Derrick Campbell DDS', 'Lori Brown MD', 'Mrs. Brooke Rodgers', 'Mr. David Moss', 'Mr. Joseph Knight DDS', 'Mrs. Brittany Duncan MD', 'Mrs. Jennifer Edwards DVM', 'William Cook PhD', 'Kristina White MD', 'Tonya Henry MD', 'Robert Sanders PhD', 'Noah Herrera Jr.', 'Linda Marshall MD', 'James Davis MD', 'Dawn Gilbert MD', 'Dr. Dennis Andrews', 'Mr. John Evans', 'Mr. Michael Brooks', 'Shannon Ortiz MD', 'Mrs. Brenda Bishop MD', 'Wanda Miller MD', 'Mrs. Sheila Wagner', 'Mrs. Kathleen Johnson DVM', 'Dr. Shannon Russo', 'Chad Chavez DVM', 'Mr. William Holt', 'Paul Jensen PhD', 'Cassandra Gardner DDS', 'Mrs. Susan Klein', 'Dr. Amanda Nguyen', 'Mrs. Leslie Esparza', 'Mrs. Jacqueline Simpson', 'Mrs. Tammy Crane', 'Dr. Wendy Oliver', 'Katelyn Mejia DDS', 'Dr. Miguel Rivera', 'Mrs. Nancy Landry', 'Renee Stewart MD', 'Breanna Mcintyre DDS', 'Sarah Fischer MD', 'Ronald Berry DVM', 'Mrs. Amanda Cook', 'Dr. Monica Gonzalez', 'Miss Jennifer Moore', 'Crystal Watson DVM', 'Suzanne Edwards DDS', 'Lance Brown DVM', 'Olivia Taylor DDS', 'Mrs. Lauren Lewis', 'Jillian Proctor MD', 'Yvette Jacobson MD', 'Chelsea Rhodes DVM', 'Robert Brown DVM', 'Maria Brooks DDS', 'Eric Johnson Jr.', 'Kelly Webb PhD', 'Dr. Valerie Chen', 'Mrs. Taylor Martin', 'Dr. Andre Casey', 'Mr. Stephen Clements', 'Kevin Morrow MD', 'Dr. Louis Skinner', 'Adam Walker DVM', 'Mr. Steven Smith', 'Dr. Willie King', 'Miranda Stanley DVM', 'Dr. Travis Johnson', 'Mr. Christopher Cook', 'Mr. Martin Hensley DDS', 'Kelly Haynes DVM', 'Mr. Alexander Foster MD', 'Mr. William Rodgers', 'Anne Larsen MD', 'Sherry Johnson MD', 'Victor Chavez II', 'Brandon Dougherty DDS', 'Elizabeth Young DDS', 'Mr. Joshua Lucas', 'Michael Walsh DDS', 'Mrs. Lauren Campbell', 'Troy Camacho MD', 'Richard Ellis Jr.', 'Mr. Brandon Johnson', 'Mrs. Brooke Campbell', 'Dr. Karen Kelley', 'Mr. Jason Simmons', 'Mr. Larry Francis MD', 'Mr. Christopher Griffin', 'Mr. Dean York', 'Charles Goodman Jr.', 'Miss Erin Bradley DDS', 'Mr. Michael Allen', 'Kelly Romero MD', 'Anna Yang MD', 'John White DVM', 'Mr. James Barnes', 'Mr. Carlos Warner', 'April Calderon MD', 'Mrs. Kimberly Key DDS', 'Eric Park DDS', 'Patrick Barker PhD', 'Michael Singh Jr.', 'Jonathan Smith Jr.', 'Allen Morris Jr.', 'Mr. Lee Rose', 'Dr. Carl James', 'Dr. Kimberly Benjamin', 'Mr. Lucas Smith', 'Mr. Jason Grant DDS', 'Aaron Solis Jr.', 'Ryan Graham MD', 'Justin Morgan MD', 'Mrs. Victoria Cochran', 'Dr. Ryan Roberts', 'Katie Strickland DDS', 'Emma Perry MD', 'Mr. Daniel Mckinney Jr.', 'Mr. Paul Farmer', 'Stephanie Howard MD', 'Mandy Mcconnell DDS', 'Mrs. Angelica Hall', 'Christopher Petty Jr.', 'Megan Shaw DDS', 'Bianca Huynh MD', 'Miss Christina Burns', 'Melissa Dunn MD', 'Mr. Derek Wilson', 'Mr. Angel Johnson', 'Mrs. Nicole Duran', 'Michael Garcia Jr.', 'Mrs. Bethany Fisher PhD', 'Mr. Daniel Nguyen DDS', 'Wanda Moore MD', 'Charles Short II', 'Kimberly Jacobson PhD', 'Debbie Brown DVM', 'Mr. Michael Dyer MD', 'Joshua Kim DDS', 'Daniel Fitzpatrick PhD', 'Jordan Waller MD', 'Mr. Jesse Bell', 'Mario Myers MD', 'Terry Adams DDS', 'Derek Barker Jr.', 'Mrs. Renee Gordon', 'Mr. Vincent King', 'Dr. Oscar Lawson MD', 'Lisa Zimmerman DVM', 'Mr. Phillip Vaughan', 'Joseph Dyer MD', 'Dr. Austin Cole', 'Mrs. Amanda Martin', 'John Thomas MD', 'Sierra Dominguez MD', 'Mrs. Katie Weber MD', 'Ms. Nancy Green', 'Mrs. Pamela Garcia', 'Danielle Stanton MD', 'Elizabeth Logan DDS', 'Courtney Wall DVM', 'Karen Harris PhD', 'Mrs. Amanda Herring', 'Dr. David Miller', 'Mr. Eric Anderson', 'Mrs. Sheena Bailey DVM', 'Zachary Garrett III', 'Thomas Harrison Jr.', 'Megan Bennett DVM', 'Mr. Steven Harrison', 'Amy Mcintosh MD', 'Dr. Frank Anderson', 'Jamie Dawson MD', 'Mr. Andrew Mitchell V', 'Dr. Travis Richmond', 'Mrs. Amy Cain', 'Aaron Davis Jr.', 'Thomas Burgess MD', 'Amanda Hale DVM', 'Derek Cooke MD', 'Dr. Daniel Bowman', 'Dr. Jonathan Palmer', 'Lori Mitchell DDS', 'Mr. Richard Armstrong', 'Dr. Timothy Johnson', 'Mrs. Pam Lewis DVM', 'Amy Gutierrez DDS', 'Dr. Christina Flores', 'Brian Bailey Jr.', 'Mrs. Carla Humphrey', 'William Burch MD', 'Yvonne Robinson PhD', 'Martha Mcdonald DVM', 'Dr. Mary Schwartz', 'Taylor Green DDS', 'Christopher Simmons PhD', 'Rhonda Peterson MD', 'Jacqueline West DDS', 'Anne Lee DDS', 'Jacqueline Snow MD', 'Dr. Jennifer Shea', 'Clayton Williams DVM', 'Mr. Jeremiah Morris IV', 'Mr. John Harris', 'Mr. David Morales Jr.', 'Barbara Johnson MD', 'Megan Gutierrez MD', 'Larry Chandler Jr.', 'Ronald Matthews PhD', 'James Clark II', 'Cameron Roman Jr.', 'Mr. Ian Smith', 'Melissa Hunt MD', 'Alexandria Cooper MD', 'Mr. Andre Jensen', 'Renee Garcia MD', 'Christopher Smith Jr.', 'Mrs. Lori Rogers MD', 'Tammy Dunlap DVM', 'Matthew Sawyer PhD', 'Mike Harris PhD', 'Mrs. Christina Mitchell DDS', 'Evelyn Suarez DDS', 'Christina Alvarez PhD', 'Emily Duran MD', 'Todd Grant Jr.', 'Mrs. Veronica Sherman', 'Mr. Alan Anderson', 'Mr. Jason Jackson', 'Mrs. Jennifer Rivera', 'Dr. Terry Sanchez', 'Mr. Scott Sexton', 'Mrs. Wendy Hayes', 'Kenneth Santiago MD', 'Dr. Matthew Hernandez', 'Louis Hodges DDS', 'Dr. Douglas Duffy', 'Mrs. Michelle Patterson', 'Mrs. Jennifer Craig', 'Mr. Michael Graham', 'Dr. David Wright', 'Jeanne Fischer MD', 'Mrs. Amanda Rose', 'Rebecca Salazar DDS', 'Mrs. Kathleen Cook', 'Robert Olson DVM', 'Richard Cherry DDS', 'Jeffrey Shepard DVM', 'James Holland MD', 'Dr. Patricia Baker', 'Joshua Montgomery MD', 'Kevin Andrews PhD', 'Dr. Rachel Gilbert', 'Kenneth Avila Jr.', 'Miss Taylor Barron', 'Mr. Jason Lopez Jr.', 'Parker Carter MD', 'Dennis Wells DDS', 'Mrs. Carol White', 'Courtney Stephenson MD', 'Dr. Andrea Rose', 'Dr. Seth Villarreal DVM', 'Mrs. Sabrina Murillo MD', 'Mr. Eric Gordon', 'Mrs. Brenda Johnson DVM', 'Anthony Garrett DDS', 'Billy Franco PhD', 'Mr. Jeremiah Rogers', 'Mr. Donald Vang', 'Dr. Alexander Chang PhD', 'Mr. Robert Hendricks', 'Dr. Bryan Kim', 'Mrs. Cynthia Lopez', 'Dr. Laura Thompson', 'Ms. Stephanie Schwartz DDS', 'Mr. Anthony Deleon', 'Miss Sarah West', 'Dr. Devin Sharp PhD', 'Brittney Hammond DVM', 'Miss Chelsea Sullivan PhD', 'Dr. Jessica Love DVM', 'Leah Page DDS', 'Hannah Rose MD', 'Miss Norma Mcfarland', 'Dwayne Mathis Jr.', 'Cheryl Gay PhD', 'Patrick Morgan MD', 'Jeremy Rivera MD', 'Mr. Colton Collins II', 'Mr. Alexander Dalton', 'Dr. Nicholas Braun', 'Chris Palmer III', 'Mr. Mason Hernandez MD', 'Dr. Roberta Edwards', 'Dr. Kaitlin Barton', 'Dr. Nicholas Garcia', 'Mr. Trevor Woods', 'Dr. Bradley Jones DDS', 'Dr. Jennifer Thomas DDS', 'Dr. Adam Rivera', 'Mr. Sean Coleman PhD', 'Dr. Sheila Walton MD', 'Ian Sanchez DVM', 'Dr. Robert Mckinney', 'Laura Franco MD', 'Kelly Williams DDS', 'Mason Adams MD', 'Mr. Jason Davis', 'Dr. Daniel Flores', 'Mr. Gary Anderson DDS', 'Tyler Randall Jr.', 'Joshua Santiago DDS', 'Laurie Moore DDS', 'Dr. Susan Walsh', 'Kristin Smith MD', 'Mrs. Denise Vasquez', 'Miss Bridget Ryan', 'Joseph Morgan IV', 'Carlos Adkins Jr.', 'Michael Craig DDS', 'Dr. Brent Schwartz', 'Mrs. Melissa Vasquez', 'Ms. Sandra Ware', 'Dr. Becky Powell', 'Dr. Matthew Cooper DDS', 'Mark Livingston Jr.', 'Mr. Michael Martin DVM', 'Kari Anderson DVM', 'Mrs. Kaitlin Oconnor DVM', 'Crystal Miller DVM', 'Mrs. Margaret Watson', 'Mr. John Martin', 'Richard Price MD', 'Jennifer Powell DVM', 'Sheri Davis DDS', 'Traci Blanchard MD', 'Mrs. Nancy Blair', 'Aaron Carpenter MD', 'Dr. Monica Wilson', 'Dr. Kristin Holland', 'Kimberly Knight DDS', 'Mrs. Brittany Ford DDS', 'Benjamin Singh DVM', 'Dr. Amber Owens', 'Michael Williams III', 'Mrs. Wendy Gomez DVM', 'Kara Stuart MD', 'Kayla Torres DVM', 'Bobby Hart DDS', 'Mark Russell MD', 'John Duncan MD', 'Rachel Gonzalez DVM', 'Mrs. Katherine Jones', 'Dr. Brian Harrington DVM', 'Mrs. Theresa Winters', 'Mr. Chad Hale', 'Miguel Cook MD', 'Eric Evans III', 'John Murray DDS', 'Dr. Andrew Young', 'Mrs. Jordan White MD', 'Dr. Erica Stevenson', 'Mr. Stephen Hardy', 'Paul Stanley DDS', 'Christina Gonzalez DVM', 'Dr. Anthony Jimenez', 'Christopher Thornton Jr.', 'Mrs. Julie Powers', 'Dr. Christopher Sullivan', 'Dr. Joyce Pace', 'Dr. Alyssa Patrick', 'Adam Hayes III', 'Brittany Holmes MD', 'Mrs. Angela Floyd', 'Ms. Angela Hernandez', 'Michael Cummings MD', 'Brittany Sanchez PhD', 'Nicole Mclean DVM', 'Dr. Melissa Fernandez', 'Scott Bishop DDS', 'Mrs. Alexandra Hamilton', 'Dr. Jacob Taylor MD', 'Michael Moore Jr.', 'Ms. Alicia Zhang DDS', 'Mrs. Sharon Rose', 'Amber Ray MD', 'Mr. Jeremy Chang', 'Joseph Hudson II', 'Jessica Hughes MD', 'William Brooks Jr.', 'Mr. Jacob Frost', 'Mrs. Melissa Ingram DDS', 'Dr. Robert Murphy', 'Mrs. Melanie Martinez PhD', 'Mr. Stephen Berry', 'Dr. Judith Reese', 'Sarah Young DDS', 'Angela Thompson DDS', 'Mr. Darren Taylor', 'Daniel Welch II', 'Roger Horton Jr.', 'Dr. Virginia Evans', 'Dr. John Dyer', 'Jeffery Brown DDS', 'Paul Cox MD', 'Mrs. Angela Williams', 'Cory Marshall II', 'Mrs. Megan Clark MD', 'Dr. Jennifer Hogan MD', 'Natalie Davis MD', 'Dr. Sarah Johnson', 'Dr. Corey Mathis', 'Mr. Joshua Thompson Jr.', 'Nancy Stewart DDS', 'Mr. Brian Glover', 'Roberta Garcia MD', 'Erin Conrad DVM', 'Dr. Karla Love', 'Dr. Tina White PhD', 'Leslie Wright MD', 'Ms. Brittney Nunez', 'Mrs. Susan Mccormick', 'Amanda Wolf DVM', 'Mr. Mitchell Coleman', 'Miss Christy Harris', 'Dylan Foley DDS', 'Mr. Lance Stark', 'Ricky Murphy DDS', 'Mr. Elijah Anderson', 'Kristen Dennis DVM', 'Mr. Casey Vang', 'William Young DDS', 'Ms. Kristina Cook', 'Mrs. Kimberly Floyd DDS', 'Mr. Timothy Brooks', 'Mrs. Samantha Jackson', 'Miss Lori Doyle', 'Ms. Karen Villegas MD', 'Brenda Maldonado MD', 'Katherine Pierce MD', 'Dr. Aaron Morrison MD', 'Marcia Swanson DDS', 'Yolanda Harris DVM', 'Roger Forbes PhD', 'Dr. Tiffany Harmon', 'Mrs. Kimberly Brandt', 'Mr. Casey Pham', 'Mrs. Dana Hammond DDS', 'John Ruiz DDS', 'David Li MD', 'Lisa Velasquez MD', 'Brian Bryan MD', 'Mr. Brian Wilson', 'Mr. Joseph Medina', 'Monica Dean DDS', 'Travis Mcintyre DVM', 'Mrs. Kelsey Marshall', 'Mr. Duane Roberts MD', 'Jon Flores II', 'Mrs. Lisa Lyons MD', 'Dr. Philip Jones Jr.', 'Greg Joyce Jr.', 'Ms. Barbara Tran', 'Mrs. Mary Duarte MD', 'Christina Hull MD', 'Mr. Anthony Wilson', 'Mrs. Lisa Baker', 'Miss Mary Sloan', 'Mr. Joshua King', 'Daniel Mckinney MD', 'Nicole Martinez MD', 'Dr. David Robinson DVM', 'Joe Butler MD', 'Thomas Frye Jr.', 'Patrick Mcdaniel PhD', 'Dr. Brooke Williams', 'Robert Edwards PhD', 'Cynthia Mclaughlin PhD', 'Mark Hardy DDS', 'Dr. Kathryn Riley', 'Mrs. Heather Price', 'Miss Ashley Howell', 'Mr. James Adams', 'Mr. Michael Eaton', 'Mr. Joseph Marquez Jr.', 'Danielle Mercer DVM', 'Jacqueline York DDS', 'Mrs. Barbara Sanchez', 'Dr. Valerie Kline', 'Mr. Tony Cobb', 'Mr. Justin Jarvis', 'Nichole Novak MD', 'Mr. Matthew Cameron', 'Michael Robinson DVM', 'Adam Munoz PhD', 'Mr. Stephen Vaughan', 'Mr. Daniel Hale', 'Valerie Mccormick MD', 'Robert Smith Jr.', 'David Beck Jr.', 'Dana Bennett DVM', 'Dr. Tina Woodard', 'James Smith MD', 'Mr. Jerry Norton', 'Billy Hall DDS', 'Dr. Lauren Robertson MD', 'Mrs. Joyce Cunningham', 'Mr. Matthew Reilly', 'Erik Lowe MD', 'Mrs. Tara Lee', 'Dr. Theresa Gaines MD', 'Danielle Brown MD', 'Miss Misty Wood', 'Jonathan Maldonado MD', 'Mrs. Ashley Martin', 'Ms. Emily Ford', 'Mr. Isaiah Martinez DDS', 'Christopher Moore PhD', 'Mr. Andrew Robinson', 'Mr. Ryan Gates', 'John Fitzgerald MD', 'Gail Page PhD', 'Cheryl Richards MD', 'Todd Sandoval DVM', 'Mr. Brendan Watson', 'Mr. Brandon Bryan', 'Mrs. Karen Wright MD', 'Rhonda Stevenson MD', 'Danielle Cook MD', 'Ms. Taylor Velazquez', 'Michelle Porter DDS', 'Ryan Gomez II', 'Mrs. Rachel Hensley', 'Mrs. Cynthia Lawrence', 'Melissa Gonzalez DVM', 'Dr. Laura Tyler', 'Erik Smith Jr.', 'Angie Clarke DVM', 'Jennifer Olson MD', 'Omar Thompson Jr.', 'William Smith DDS', 'Jessica Smith DVM', 'Mr. Justin Mccoy', 'Robert Nguyen DDS', 'Leonard Roberts Jr.', 'Dr. Paul Johnson', 'Cody Martinez DVM', 'Duane Li Jr.', 'Ms. Allison Cunningham', 'Dr. Robert Hurley', 'Mrs. Ashley Floyd', 'Hunter James DDS', 'Dr. Brianna Greene MD', 'Matthew Higgins PhD', 'Mr. Jeremy Valentine', 'Wesley Martinez DDS', 'Mr. Justin Jones', 'Brent Ball DDS', 'Miss Jessica Holloway DVM', 'Mark Sanders MD', 'Dr. Tracy Levy', 'Larry Anderson MD', 'Dr. Steven Smith', 'Christian Hurst PhD', 'Amanda Gomez DDS', 'Mr. Anthony Nunez', 'Mrs. Rachel Newman DDS', 'Mr. Tyler Foster', 'Mr. Barry Copeland', 'Mr. Richard Edwards', 'Carly Montoya DDS', 'Mrs. Amy Bradford DDS', 'Mr. Tyler Allen', 'Mrs. Melissa Ramirez', 'Claudia Cook MD', 'Thomas Herrera DVM', 'Mr. Bobby Tucker', 'Dr. Stephanie Gonzalez', 'Dr. Bridget Hart DVM', 'Emily Graham DVM', 'Mr. Daniel Carpenter', 'Mr. Christian Bennett', 'Mr. Mark Peters DDS', 'Dr. Bradley Jackson', 'Miss Hannah Moore MD', 'Kaitlyn Adams MD', 'Darren Moore MD', 'Richard Lucero Jr.', 'Elizabeth Holder PhD', 'Mrs. Shannon Gonzalez MD', 'Seth Medina Jr.', 'Betty Raymond DVM', 'Dr. Crystal Watson', 'Scott Diaz DDS', 'Mrs. Lindsey White', 'Ryan Lamb DVM', 'Amber Graham MD', 'Mrs. Jennifer Chavez DVM', 'Becky Aguilar MD', 'Mrs. Lisa Vargas DDS', 'Robert Frazier DDS', 'Mrs. Jennifer Kelly', 'Mr. Richard Curry PhD', 'Mrs. Anna Perez', 'Keith Gomez DDS', 'Anthony Carlson Jr.', 'Dr. Bradley Rodgers', 'Mr. William Bishop', 'Mrs. Rhonda Bradley', 'Kimberly Martin DDS', 'Ryan Martinez MD', 'Latasha Thomas MD', 'Mrs. Tamara Burns', 'Andrea Dawson MD', 'Mr. Daniel Johnson', 'Lauren Smith MD', 'Dr. Nicole Brady', 'Wyatt Hoffman DDS', 'Dr. Kathy Bailey', 'Mr. Jorge Smith', 'Dr. Katherine Pham', 'Deanna Key DVM', 'Donna Mcclure MD', 'Dr. Jeremy Davis', 'Mrs. Brittany Boone MD', 'Debra Torres PhD', 'Hannah Garcia MD', 'Ms. Jacqueline Stone', 'Dr. Wesley Lynch MD', 'Edward Dudley II', 'Nathan Gonzalez MD', 'Dr. Sean Neal', 'Matthew Lewis Jr.', 'Jacob Perez PhD', 'Alexander Brown MD', 'Mr. Duane Sherman', 'Mr. John Petty', 'Ms. Brooke Stewart', 'Isaac Smith PhD', 'Dr. Kristi Soto MD', 'Dr. Timothy Haynes', 'Dr. Raven Ortiz MD', 'Kendra Buckley DDS', 'Mr. Russell Daniel', 'Christopher Bowers Jr.', 'Wendy Arroyo PhD', 'Taylor Hill DDS', 'Mrs. Lisa Guerrero', 'Mr. Jose Moran', 'Allison Perkins MD', 'Lisa Monroe DDS', 'Kenneth Cervantes DDS', 'Sandra Freeman MD', 'Mr. Patrick Rodriguez MD', 'Brendan Kim MD', 'Timothy Hughes Jr.', 'Dr. Carlos Mcdonald', 'Chad Bryant DDS', 'Gina Nguyen DDS', 'Dr. James Myers', 'Meagan Browning MD', 'Mr. Frank Delgado', 'Michael Torres MD', 'Michelle Richards MD', 'Kimberly Osborn MD', 'Kevin Hoover IV', 'Mr. Jeffrey Thompson', 'Mrs. Laurie Hamilton', 'David Butler Jr.', 'Amy Jones MD', 'Nicholas Frost DDS', 'Mr. James Thompson MD', 'Mrs. Adrienne Evans DDS', 'Mr. Christopher Bell', 'Louis Smith MD', 'Dr. Cameron Anderson', 'Crystal Wiggins MD', 'Michael Wilson Jr.', 'Matthew Savage MD', 'Jeffrey Jones DVM', 'Mr. John Burns', 'Dr. Luke Torres DVM', 'Christopher Stewart DVM', 'Benjamin Carlson MD', 'Emily Fitzgerald MD', 'Mrs. Carolyn Cole', 'Bruce Cummings DVM', 'Lisa Vance DVM', 'Mrs. Lisa Doyle', 'Dr. Brenda Sandoval', 'Miss Taylor Garza', 'Elizabeth Robinson PhD', 'Mr. George Hess Jr.', 'Courtney Cox PhD', 'Mr. Brian Schmidt DVM', 'Kevin Briggs Jr.', 'Ms. Grace Austin', 'Louis Cooper MD', 'Mrs. Tabitha Coleman', 'Thomas Knox MD', 'Sierra Little DDS', 'Mr. Joseph Matthews III', 'Mrs. Brenda Henderson DVM', 'Michael Martin DDS', 'Mr. Andrew Dennis', 'Dr. Edward Davenport', 'Dr. Dylan Bailey Jr.', 'Mr. John Jackson', 'Lisa Hernandez MD', 'Dr. Michael Gibbs', 'Angel Brown MD', 'Mr. Timothy Carter', 'Anthony Woods Jr.', 'Ms. Amy Watson', 'Marcus Jones MD', 'Kelsey Bennett MD', 'Ashley Wells DVM', 'Michael Harris Jr.', 'Daniel Diaz Jr.', 'Mrs. April Thornton', 'Steven Reid DDS', 'Mr. Jay Maxwell', 'Dr. Patrick Rasmussen', 'Dr. Jordan Smith', 'Cristian Williams PhD', 'Mrs. Amanda Harris DDS', 'Sean Reed DDS', 'Dr. Robin Higgins', 'Dr. Megan Glass', 'Mr. William Scott', 'Mr. Chad Gentry DDS', 'Taylor Thompson Jr.', 'Miss Wendy Martin', 'Daniel Robinson Jr.', 'Miss Jessica Hood', 'Michael Taylor MD', 'Micheal Stout DVM', 'Michael Aguirre DDS', 'Dr. Karl Campbell', 'Mr. Aaron Randolph', 'Dr. Jenna Arellano MD', 'Holly Adams MD', 'Melissa Barnett PhD', 'Brenda Brown DDS', 'Alicia Palmer MD', 'Dr. Carl Haynes', 'Anthony Bryant DDS', 'Christopher Perez DVM', 'Mrs. Amber Garner DVM', 'Thomas Diaz MD', 'Mr. Logan Thomas', 'Sherry Turner DDS', 'Joshua Martinez MD', 'Mrs. Alicia Sanford', 'Mrs. Laura Sexton', 'Melissa Coleman MD', 'Dr. Dana Burnett MD', 'Ronald Phelps Jr.', 'Mrs. Jessica Flynn', 'Dr. Robin Jones', 'Mr. Michael Jones', 'Jeffrey Parker MD', 'Mrs. Elizabeth Jones', 'Erika Stafford DVM', 'Mr. Vincent Reed', 'Mr. Justin Mcgee', 'Todd Turner DDS', 'Karen Kidd MD', 'Michael Miller PhD', 'Dr. Deborah Farrell', 'Mrs. Sharon Kelley', 'Andrew Cole MD', 'Jonathan Reid II', 'Mrs. Taylor Castillo', 'Joshua Smith Jr.', 'Joseph Herrera III', 'Miss Megan Smith', 'Catherine Ferguson MD', 'Dr. Mitchell Hays', 'Mrs. Jordan Turner', 'Mr. Robert Reyes', 'Mr. Johnny Walsh', 'Andrew Walsh PhD', 'Mrs. Lauren Collins', 'Adam Thompson MD', 'Mrs. Chelsea Roberts MD', 'Ms. Debra Brown', 'Vicki Santos PhD', 'Tony Robertson II', 'Kathleen Golden DDS', 'Dr. Elizabeth Tran', 'Miss Rachel West', 'Jessica Hoover DVM', 'Toni Graham DDS', 'Joseph Patel MD', 'Nathaniel Molina DDS', 'Ms. Cheryl Fisher', 'Nicolas Crawford MD', 'Wendy Owens DVM', 'Patricia Boone MD', 'Mr. Robert Estrada', 'Mr. Kevin Yates', 'James Fowler III', 'Dr. Andrea Welch DDS', 'Ms. Sara Parker', 'Dr. Destiny Mcdonald', 'Mrs. Brittany Perry MD', 'Timothy Mccoy DVM', 'Melissa Cohen MD', 'William Wright II', 'Dr. Jose White', 'Dr. Mason Graves', 'Dr. Diane Rodriguez', 'Marilyn Rubio DDS', 'Jose Lewis MD', 'Latasha Hughes MD', 'Monica Wallace DDS', 'Dr. Robin Reed', 'Dr. Ashley Butler', 'Misty Garcia MD', 'Amy Turner MD', 'Robert Miller DVM', 'Andrea Horton MD', 'Thomas Estes MD', 'Justin Warner MD', 'Thomas Carrillo II', 'James Hess DDS', 'Matthew Bennett Jr.', 'John Scott MD', 'Mrs. Carla Lawson', 'Anthony Campbell DDS', 'Mario Griffith MD', 'Mr. Jacob Jackson', 'Mrs. Allison Robinson', 'Mrs. Amber Hall', 'Miss Gabriela Burch', 'Kathryn Wade MD', 'Mr. Anthony Martinez', 'Dr. Justin Duffy', 'Steven Hoover MD', 'Mary Smith MD', 'Tiffany Young DDS', 'Mark Lucas IV', 'Kenneth Marquez MD', 'Keith Newman Jr.', 'Matthew Mitchell III', 'Dr. Jo Williams', 'Lauren Howell DDS', 'Erica Martin DDS', 'Ms. Hannah Mcdonald MD', 'Brandon Palmer DDS', 'Ms. Stephanie Nichols DVM', 'Dr. Mckenzie Cummings', 'Valerie Joseph DVM', 'Harold Parker PhD', 'Mr. David Reeves', 'Dr. Christina Barrera', 'Kristen Solis MD', 'Colin Schultz II', 'Miss Michelle Li', 'Mr. Andrew Summers', 'Dr. Kimberly Ramos', 'Thomas Meyer DVM', 'Troy Foster MD', 'John Hernandez DVM', 'Valerie Krueger DDS', 'Carol Valdez DDS', 'Dr. Jay Johnson DDS', 'Brenda Holloway DVM', 'Wendy Parker MD', 'Kim Smith DVM', 'Mr. Wesley Fields MD', 'Nicole White MD', 'Amanda Skinner MD', 'Adrienne Turner MD', 'Terry Scott Jr.', 'Cesar Rodriguez DVM', 'Jennifer Gay MD', 'Mr. Earl Thompson', 'Miss Melinda Thomas', 'Mary Nixon MD', 'Leslie Kelly MD', 'Mrs. Kristen Gonzalez', 'Michael Carter MD', 'Joseph Perez DDS', 'Mrs. Alice Warren', 'Julia Kelley MD', 'David Coffey PhD', 'Mrs. Pam Wolf DDS', 'Mr. Ryan Thomas', 'Gregory Morgan MD', 'Dr. Carol Williams', 'Ms. Rebecca Gonzales', 'Mrs. Samantha Glover', 'Anna Decker MD', 'Hailey Lopez DDS', 'Mr. James Baker', 'Mrs. Amber Gonzalez', 'Mr. Jason Patel Jr.', 'Stephanie Walker DDS', 'Mr. Timothy Scott', 'Dr. Michael Sullivan DDS', 'Mrs. Brittney Schultz DVM', 'Dr. Frances Romero', 'Laura Bennett DDS', 'Allen Goodwin DDS', 'Kimberly Brown MD', 'Steven Lewis Jr.', 'Angela Garcia DDS', 'William Foster PhD', 'Lucas Williams Jr.', 'Dr. Kimberly Page', 'Deborah Higgins DDS']\n"
     ]
    }
   ],
   "source": [
    "print(students_to_fix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a5892ec",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "PythonData",
   "language": "python",
   "name": "pythondata"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}