{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "DQeVklg2jtmM"
},
"source": [
"\n",
"\n",
"### General Instructions:\n",
"\n",
"\n",
"To actually write down your implementation, make sure to fill in any place that says **_# YOUR CODE HERE_**. Note also that you should **either comment or delete** any **raise NotImplementedError()** exception.
\n",
"\n",
"For this exam session **you will not be allowed** to use any lecture material yet you will be able to access the following APIs:\n",
"\n",
"- [Python Standard Library](https://docs.python.org/3/library/index.html)\n",
"\n",
"\n",
"\n",
"... Now, sit back, relax, and do your best!
"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "qIdL7qKUjtmY"
},
"source": [
"## Exercise 1 (1 point)\n",
"\n",
"Implement the function extend_list, which takes as input two lists l1 and l2 and returns a new list with all the elements of l1 followed by the elements of l2 (in the same order). Implement the function delete_element, which takes as input a list lst and an element elem and delets the element from the list. \n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "hbXALzAgjtmb"
},
"outputs": [],
"source": [
"def extend_list(l1, l2):\n",
" \"\"\"\n",
" Return a list with l2 appended to l1.\n",
" Remember to avoid side effects!\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"def delete_element(lst, elem):\n",
" \"\"\"\n",
" Return the list lst without the element elem\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "WPVLYOXOjtmg",
"outputId": "15cc181b-0876-48f8-cdf5-b1e97a815acf"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Ximena', 'Aliza', 'Ayden', 'Calvin']\n",
"['Ximena', 'Aliza', 'Ayden', 'Calvin', 'Rowen', 'Sandeep']\n",
"['Ximena', 'Aliza', 'Ayden', 'Calvin', 'Sandeep']\n"
]
}
],
"source": [
"\"\"\"\n",
"Test the correctness of the implementation of the two functions\n",
"\"\"\"\n",
"# Create a list containing the names: baby_names = ['Ximena', 'Aliza', 'Ayden', and 'Calvin']\n",
"baby_names = ['Ximena', 'Aliza', 'Ayden', 'Calvin']\n",
"\n",
"# Extend baby_names with the folloing list \n",
"new_names = ['Rowen', 'Sandeep']\n",
"\n",
"x = extend_list(baby_names, new_names)\n",
"\n",
"print(baby_names)\n",
"print(x)\n",
"\n",
"delete_element(x, 'Rowen')\n",
"\n",
"print(x)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "h-a3kc5mjtmi"
},
"source": [
"## Exercise 2 (1 point)\n",
"\n",
"Implement the function extract_names, which takes as input list of records returns a new list of all the names cointained in the list. We know that the fourth element of each record in the list is the name of the person. Implement the function first_10_sorted which takes as input a list of baby_names then sorts the names alphabetically (in-place!) and and returns a list with the first ten names. \n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "kTrgHkvEjtmj"
},
"outputs": [],
"source": [
"# load records (the fourth element of each record in the list is the name of the person)\n",
"recs = [['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Aarya', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Abby', '27', '23'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Abigail', '31', '19'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Aisha', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Aiza', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Aleena', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alexandra', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alice', '24', '26'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alicia', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alina', '41', '10'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alisa', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alisha', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Allison', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Alyssa', '22', '28'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Amanda', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Amber', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Amelia', '27', '23'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Amina', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Amy', '31', '19'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Anaya', '32', '18'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Anayah', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Angel', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Angela', '77', '5'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Angelina', '38', '12'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Anna', '41', '10'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Annabelle', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Anne', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Annie', '30', '20'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Anya', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Aria', '26', '24'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ariana', '30', '20'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Arianna', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ariel', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Arisha', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Arya', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ashley', '33', '17'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Athena', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Audrey', '31', '19'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ava', '35', '15'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Avery', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ayesha', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Bella', '29', '21'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Carina', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Caroline', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Catherine', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Cecilia', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Celine', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Charlotte', '31', '19'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Chelsea', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Chloe', '111', '2'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Christina', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Cindy', '25', '25'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Claire', '49', '9'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Crystal', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Cynthia', '22', '28'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Doris', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Eileen', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Elaine', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Eleanor', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Elena', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Eliana', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Elina', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Elizabeth', '20', '30'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ella', '40', '11'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ellie', '26', '24'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Elsa', '23', '27'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Emily', '92', '4'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Emma', '96', '3'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Erica', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Erin', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Eshaal', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Esther', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Eva', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Evelyn', '26', '24'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Fatima', '23', '27'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Fiona', '37', '13'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Gabriella', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Gia', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Grace', '64', '7'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Hafsa', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Hailey', '23', '27'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Hana', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Hanna', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Hannah', '32', '18'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Inaaya', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Inaya', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Irene', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Iris', '21', '29'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Isabel', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Isabella', '58', '8'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Isabelle', '23', '27'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Ivy', '30', '20'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Janice', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jannat', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jasmine', '36', '14'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jennifer', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jenny', '20', '30'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jessica', '35', '15'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jessie', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Joanna', '32', '18'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Jocelyn', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Joy', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Joyce', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Julia', '26', '24'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kaitlyn', '20', '30'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Karina', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kate', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Katelyn', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Katherine', '37', '13'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Katie', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kayla', '23', '27'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kaylee', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kelly', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Khadija', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Kylie', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Layla', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Leah', '25', '25'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lila', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lillian', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lily', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lina', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lisa', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Livia', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Luna', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Lydia', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Madeline', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Madelyn', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Madison', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Maggie', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Mandy', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Maryam', '20', '30'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Maya', '25', '25'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Megan', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Melody', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Mia', '67', '6'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Michelle', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Mila', '25', '25'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Miranda', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Naomi', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Natalie', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Nicole', '28', '22'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Nina', '21', '29'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Noor', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Olivia', '141', '1'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Penelope', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Phoebe', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Priscilla', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Queena', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Queenie', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Rachel', '24', '26'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Raina', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Rebecca', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Riley', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sabrina', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Safa', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Samantha', '18', '32'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Samara', '13', '37'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sara', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sarah', '35', '15'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Scarlett', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Selena', '14', '36'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Selina', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Serena', '24', '26'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sharon', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Shirley', '17', '33'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Shreya', '10', '40'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sofia', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sophia', '111', '2'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sophie', '29', '21'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Stella', '19', '31'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Stephanie', '21', '29'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Summer', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Syeda', '16', '34'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Sylvia', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Tenzin', '33', '17'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Tiffany', '29', '21'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Vanessa', '12', '38'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Vicky', '15', '35'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Victoria', '25', '25'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Vivian', '31', '19'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Winnie', '11', '39'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Zainab', '24', '26'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Zara', '37', '13'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Zoe', '34', '16'], ['2014', 'FEMALE', 'ASIAN AND PACIFIC ISLANDER', 'Zoey', '24', '26'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aaliyah', '67', '4'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Abigail', '41', '12'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Adrianna', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aicha', '23', '28'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aisha', '15', '36'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aissatou', '13', '38'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Alana', '16', '35'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Alexandria', '10', '41'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Alexis', '13', '38'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aliyah', '23', '28'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Alyssa', '24', '27'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amara', '12', '39'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amaya', '33', '18'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amelia', '28', '23'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amia', '10', '41'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amina', '27', '24'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aminata', '29', '22'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amira', '15', '36'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amirah', '10', '41'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amiya', '10', '41'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Amiyah', '18', '33'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Angelina', '14', '37'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aniya', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aniyah', '17', '34'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Annabelle', '14', '37'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aria', '19', '32'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Ariana', '24', '27'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Arianna', '37', '15'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Ariel', '45', '11'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Arielle', '15', '36'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Ashley', '17', '34'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aubree', '12', '39'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Aubrey', '21', '30'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Autumn', '41', '12'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Ava', '78', '2'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Avery', '25', '26'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Bella', '15', '36'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Blessing', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Brianna', '24', '27'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Brielle', '30', '21'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Brooke', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Brooklyn', '14', '37'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Cali', '17', '34'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Chanel', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Charlotte', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Chelsea', '30', '21'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Chloe', '68', '3'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Christina', '10', '41'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Dakota', '13', '38'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Danielle', '12', '39'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Destiny', '28', '23'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Egypt', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Eliana', '23', '28'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Elizabeth', '25', '26'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Ella', '11', '40'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Emily', '37', '15'], ['2014', 'FEMALE', 'BLACK NON HISPANIC', 'Emma', '23', '28'], ['2014', 'FEMALE', 'BLACK NON 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'Eleanor', '65', '35'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Elena', '27', '69'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eleni', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eliana', '49', '47'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Elisheva', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eliza', '21', '75'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Elizabeth', '101', '19'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ella', '112', '16'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Elle', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ellie', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eloise', '42', '54'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Elsa', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Emerson', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Emilia', '54', '45'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Emily', '143', '10'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Emma', '205', '5'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Emmeline', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Erin', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Esme', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ester', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Esther', '233', '2'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Esty', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Etty', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eva', '74', '30'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Evangeline', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Eve', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Evelyn', '64', '36'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Everly', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Evie', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Faiga', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Faigy', '74', '30'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Fatima', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Fiona', '36', '60'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Fradel', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Frady', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Fraidy', '29', '67'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Frances', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Francesca', '39', '57'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Frimet', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gabriela', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gabriella', '93', '23'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gabrielle', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gemma', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Genevieve', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Georgia', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gia', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gianna', '38', '58'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Giovanna', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Giselle', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Gitty', '68', '33'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Giuliana', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Golda', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Goldie', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Goldy', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Grace', '86', '25'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hadassah', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hadley', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hailey', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hana', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hanna', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hannah', '64', '36'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Harlow', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Harper', '41', '55'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hazel', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Helen', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Helena', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Henchy', '20', '76'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Henny', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hinda', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Hindy', '34', '62'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Iris', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Isabel', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Isabella', '117', '15'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Isabelle', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Isla', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ivy', '20', '76'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jacqueline', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jana', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jane', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jasmina', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jasmine', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jenna', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jessica', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Jordyn', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Josephine', '39', '57'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Julia', '84', '26'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Juliana', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Julianna', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Julie', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Juliet', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Juliette', '32', '64'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'June', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Juniper', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kaitlyn', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kate', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Katherine', '42', '54'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kayla', '42', '54'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kaylee', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Keira', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kennedy', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Khloe', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kira', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Kylie', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Laila', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lana', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lara', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Laura', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lauren', '33', '63'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Layan', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Layla', '55', '44'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lea', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Leah', '206', '4'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Leila', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lena', '28', '68'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Leora', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lia', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Liana', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Liba', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Libby', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lila', '42', '54'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lilah', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lilian', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Liliana', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lillian', '40', '56'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lilly', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lily', '88', '24'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lina', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Linda', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Liv', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Livia', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lola', '20', '76'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Louisa', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lucia', '29', '67'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lucy', '58', '41'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Luna', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lydia', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Lyla', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mackenzie', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Madeleine', '35', '61'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Madeline', '59', '40'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Madelyn', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Madison', '68', '33'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mae', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Maeve', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Maisie', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Malak', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Malka', '84', '26'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Malky', '70', '32'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Margaret', '33', '63'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Margot', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Maria', '45', '51'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mariam', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Marielle', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mary', '28', '68'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Maryam', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Matilda', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Maya', '106', '18'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Melanie', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Menucha', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mia', '139', '11'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Michaela', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Michelle', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mikayla', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mila', '62', '38'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Milana', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mina', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mindy', '29', '67'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mira', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mirel', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Miriam', '143', '10'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Molly', '27', '69'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Morgan', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Mushka', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Nadia', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Naomi', '49', '47'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Natalia', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Natalie', '44', '52'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Nechama', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Nicole', '41', '55'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Nina', '41', '55'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Noa', '28', '68'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Noelle', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Noor', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Nora', '70', '32'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Olive', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Olivia', '248', '1'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Paige', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Parker', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Pearl', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Penelope', '63', '37'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Perel', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Perl', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Perry', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Pessy', '30', '66'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Peyton', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Phoebe', '27', '69'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Piper', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Poppy', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Quinn', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rachel', '228', '3'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Raizel', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Raizy', '84', '26'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rebecca', '43', '53'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Reese', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Reizy', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rena', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rifky', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Riley', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rivka', '100', '20'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rivky', '52', '46'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rochel', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Roizy', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rosa', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rose', '55', '44'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Rowan', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ruby', '48', '48'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ruchel', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ruchy', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Ruth', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sabrina', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sadie', '43', '53'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Salma', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Samantha', '57', '42'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Samira', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sara', '121', '14'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sarah', '185', '7'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sasha', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Savannah', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Scarlett', '40', '56'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Serena', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shaina', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shaindel', '15', '81'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shaindy', '55', '44'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shayna', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shifra', '21', '75'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shira', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Shoshana', '19', '77'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Siena', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sienna', '44', '52'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sima', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Simone', '22', '74'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Skylar', '17', '79'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sloane', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sofia', '110', '17'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sophia', '172', '8'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sophie', '56', '43'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Stella', '78', '29'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Summer', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Suri', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sury', '31', '65'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sydney', '23', '73'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sylvia', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Sylvie', '10', '86'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Talia', '49', '47'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Tamar', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Taylor', '24', '72'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Tess', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Tessa', '13', '83'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Thea', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Toby', '46', '50'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Trany', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Tzipora', '14', '82'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Tziporah', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Valentina', '45', '51'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Vera', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Veronica', '18', '78'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Victoria', '83', '27'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Violet', '49', '47'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Vivian', '61', '39'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Vivienne', '36', '60'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Willa', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yael', '16', '80'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yasmina', '11', '85'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yasmine', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yehudis', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yides', '26', '70'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yitty', '59', '40'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Yocheved', '28', '68'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Zelda', '12', '84'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Zissy', '25', '71'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Zoe', '96', '21'], ['2014', 'FEMALE', 'WHITE NON HISPANIC', 'Zoey', '26', '70'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aahil', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aaron', '63', '14'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aayan', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Abdullah', '30', '38'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Adam', '35', '33'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Adrian', '26', '42'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Adyan', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ahmed', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ahnaf', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aidan', '29', '39'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aiden', '135', '5'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alan', '28', '40'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Albert', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alex', '45', '26'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alexander', '51', '21'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alfred', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ali', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Allen', '26', '42'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alston', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Alvin', '32', '36'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Anderson', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Andrew', '63', '14'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Andy', '42', '29'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Anson', '23', '45'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Anthony', '31', '37'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Arham', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Arjun', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Armaan', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Arvin', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Aryan', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Asher', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Austin', '63', '14'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ayaan', '55', '18'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ayan', '16', '52'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ayden', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Azaan', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Benjamin', '48', '24'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Benson', '23', '45'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Brandon', '45', '26'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Brayden', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Brian', '34', '34'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Bryan', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Caleb', '23', '45'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Calvin', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Cameron', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Carson', '38', '30'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Carter', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Charles', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Chase', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Chris', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Christian', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Christopher', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Colin', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Connor', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Damon', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Daniel', '87', '7'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Darren', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'David', '30', '38'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Derek', '32', '36'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Devin', '22', '46'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Dylan', '50', '22'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Eason', '38', '30'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Eden', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Edison', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Edward', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Edwin', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Eli', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Elijah', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Elvis', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Emmanuel', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Eric', '84', '9'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ethan', '179', '2'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Evan', '76', '11'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Felix', '33', '35'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Frank', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Gabriel', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Gary', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Gavin', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'George', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Gordon', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Grayson', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Harrison', '16', '52'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Hassan', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Hayden', '16', '52'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Henry', '30', '38'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Hudson', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Hunter', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ian', '43', '28'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ibrahim', '24', '44'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Isaac', '33', '35'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Isaiah', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ivan', '43', '28'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jack', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jacob', '48', '24'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jaden', '30', '38'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jake', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'James', '52', '20'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jason', '78', '10'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jasper', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jayden', '187', '1'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jeffrey', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jeremy', '29', '39'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jerry', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jimmy', '19', '49'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'John', '26', '42'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jonathan', '43', '28'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Jordan', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Joseph', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Joshua', '36', '32'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Julian', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Justin', '56', '17'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kabir', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kaden', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kai', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kayden', '16', '52'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kevin', '62', '15'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kimi', '24', '44'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kingsley', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Kyle', '53', '19'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Lawrence', '26', '42'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Leo', '48', '24'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Leon', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Leonardo', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Liam', '61', '16'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Logan', '24', '44'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Louis', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Luca', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Lucas', '139', '4'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Luke', '26', '42'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Marcus', '28', '40'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Mark', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Mason', '64', '13'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Matthew', '71', '12'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Max', '22', '46'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Maxwell', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Michael', '44', '27'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Miles', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Mohammad', '63', '14'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Mohammed', '35', '33'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Muhammad', '129', '6'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Musa', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Nathan', '49', '23'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Nathaniel', '23', '45'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Neil', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Nicholas', '30', '38'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Noah', '42', '29'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Oliver', '55', '18'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Omar', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Oscar', '27', '41'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Owen', '48', '24'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Rayan', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Raymond', '37', '31'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Rayyan', '24', '44'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Rehan', '13', '55'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Richard', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ricky', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Riley', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Rohan', '21', '47'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Roman', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Roy', '23', '45'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ryan', '164', '3'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Ryder', '15', '53'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Samuel', '22', '46'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Sean', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Sebastian', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Shawn', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Shayan', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Simon', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Stanley', '14', '54'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Steven', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Syed', '20', '48'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Tenzin', '42', '29'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Theodore', '22', '46'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Thomas', '17', '51'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Timothy', '19', '49'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Tony', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Travis', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Tristan', '19', '49'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Tyler', '33', '35'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Victor', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Vincent', '46', '25'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Wesley', '18', '50'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'William', '85', '8'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Wilson', '11', '57'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Winston', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Xavier', '10', '58'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Zachary', '25', '43'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Zain', '12', '56'], ['2014', 'MALE', 'ASIAN AND PACIFIC ISLANDER', 'Zayan', '18', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Aaron', '34', '38'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Abdoul', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Abdoulaye', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Abraham', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Adam', '24', '46'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Aden', '17', '53'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Adonis', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Adrian', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ahmed', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Aiden', '121', '3'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Alexander', '49', '26'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ali', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Alpha', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Amadou', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Amare', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Amari', '30', '42'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Amir', '101', '10'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Andre', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Andrew', '41', '32'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Angel', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Anthony', '37', '35'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Antonio', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Asher', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ashton', '30', '42'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Austin', '22', '48'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Avery', '23', '47'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ayden', '59', '21'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Benjamin', '30', '42'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Blake', '17', '53'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Bradley', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Brandon', '31', '41'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Brian', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Bryan', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Bryce', '32', '40'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Bryson', '17', '53'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Caden', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Caiden', '18', '52'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Caleb', '55', '23'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Calvin', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Cameron', '38', '34'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Carmelo', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Carter', '106', '8'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Cayden', '29', '43'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Chance', '28', '44'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Charles', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Chase', '70', '16'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Christian', '76', '14'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Christopher', '55', '23'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Daniel', '55', '23'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Darren', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'David', '46', '28'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Devin', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Dominic', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Donovan', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Dylan', '53', '24'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Eli', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Elias', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Elijah', '117', '4'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Emmanuel', '37', '35'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Eric', '19', '51'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ethan', '138', '1'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ezekiel', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ezra', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Gabriel', '43', '31'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Gavin', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Giovanni', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Greyson', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Hunter', '33', '39'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ibrahim', '22', '48'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ibrahima', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Isaac', '28', '44'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Isaiah', '56', '22'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jace', '44', '30'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jacob', '73', '15'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jaden', '28', '44'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jaiden', '21', '49'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jalen', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jamar', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'James', '41', '32'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jasiah', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jason', '34', '38'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jaxon', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jayce', '33', '39'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jayceon', '36', '36'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jayden', '121', '3'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jaylen', '19', '51'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jayson', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jeremiah', '114', '5'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jeremy', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Joel', '29', '43'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'John', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jonathan', '46', '28'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Jordan', '40', '33'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Joseph', '27', '45'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Joshua', '108', '7'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Josiah', '89', '11'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Julian', '18', '52'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Julius', '17', '53'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Justice', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Justin', '43', '31'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kaden', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kai', '30', '42'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kaiden', '64', '19'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kaleb', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kamari', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kareem', '18', '52'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Karter', '35', '37'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kayden', '67', '17'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kenneth', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kevin', '27', '45'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Khalil', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'King', '66', '18'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kingston', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kristian', '17', '53'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kyle', '33', '39'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Kyrie', '23', '47'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Landon', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Levi', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Liam', '113', '6'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Logan', '70', '16'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Lorenzo', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Lucas', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Luke', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Major', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Malachi', '46', '28'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Malik', '27', '45'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mamadou', '23', '47'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Marcus', '18', '52'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mason', '105', '9'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Matthew', '52', '25'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mekhi', '23', '47'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Messiah', '49', '26'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Micah', '32', '40'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Michael', '80', '12'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Miles', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mohamed', '43', '31'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mohammed', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Mouhamed', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Moussa', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Myles', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Nasir', '33', '39'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Nathan', '63', '20'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Nathaniel', '48', '27'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Nicholas', '31', '41'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Noah', '128', '2'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Noel', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Nolan', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Omar', '21', '49'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Omari', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Oumar', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Peyton', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Preston', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Prince', '21', '49'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Princeton', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Quincy', '15', '55'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Richard', '16', '54'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Riley', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Robert', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Roman', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Ryan', '46', '28'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Samuel', '24', '46'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Savion', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Sean', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Sebastian', '21', '49'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Seth', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Sincere', '19', '51'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Steven', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Thomas', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Timothy', '11', '59'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Travis', '12', '58'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Tristan', '52', '25'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Tyler', '77', '13'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'William', '21', '49'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Wyatt', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Xavier', '45', '29'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zachary', '36', '36'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zahir', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zaiden', '14', '56'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zaire', '20', '50'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zamir', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zane', '10', '60'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zayden', '13', '57'], ['2014', 'MALE', 'BLACK NON HISPANIC', 'Zion', '40', '33'], ['2014', 'MALE', 'HISPANIC', 'Aaron', '129', '21'], ['2014', 'MALE', 'HISPANIC', 'Abel', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Abraham', '33', '75'], ['2014', 'MALE', 'HISPANIC', 'Adam', '51', '59'], ['2014', 'MALE', 'HISPANIC', 'Adan', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Adonis', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Adrian', '140', '18'], ['2014', 'MALE', 'HISPANIC', 'Adriel', '34', '74'], ['2014', 'MALE', 'HISPANIC', 'Aidan', '24', '84'], ['2014', 'MALE', 'HISPANIC', 'Aiden', '165', '15'], ['2014', 'MALE', 'HISPANIC', 'Alan', '62', '52'], ['2014', 'MALE', 'HISPANIC', 'Albert', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Alberto', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Alejandro', '55', '55'], ['2014', 'MALE', 'HISPANIC', 'Alex', '66', '49'], ['2014', 'MALE', 'HISPANIC', 'Alexander', '213', '8'], ['2014', 'MALE', 'HISPANIC', 'Alexis', '40', '68'], ['2014', 'MALE', 'HISPANIC', 'Allan', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Allen', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Amir', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Anderson', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Andres', '30', '78'], ['2014', 'MALE', 'HISPANIC', 'Andrew', '88', '39'], ['2014', 'MALE', 'HISPANIC', 'Andy', '33', '75'], ['2014', 'MALE', 'HISPANIC', 'Angel', '194', '10'], ['2014', 'MALE', 'HISPANIC', 'Anthony', '152', '17'], ['2014', 'MALE', 'HISPANIC', 'Antonio', '36', '72'], ['2014', 'MALE', 'HISPANIC', 'Ariel', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Armani', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Ashton', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Austin', '39', '69'], ['2014', 'MALE', 'HISPANIC', 'Avery', '23', '85'], ['2014', 'MALE', 'HISPANIC', 'Axel', '52', '58'], ['2014', 'MALE', 'HISPANIC', 'Ayden', '91', '36'], ['2014', 'MALE', 'HISPANIC', 'Benjamin', '69', '47'], ['2014', 'MALE', 'HISPANIC', 'Bradley', '28', '80'], ['2014', 'MALE', 'HISPANIC', 'Brandon', '131', '20'], ['2014', 'MALE', 'HISPANIC', 'Brayan', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Brayden', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Brian', '26', '82'], ['2014', 'MALE', 'HISPANIC', 'Bruce', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Bryan', '83', '41'], ['2014', 'MALE', 'HISPANIC', 'Bryant', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Bryce', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Caleb', '42', '66'], ['2014', 'MALE', 'HISPANIC', 'Cameron', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Carlos', '86', '40'], ['2014', 'MALE', 'HISPANIC', 'Carter', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Cesar', '23', '85'], ['2014', 'MALE', 'HISPANIC', 'Charles', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Chase', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Chris', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Christian', '90', '37'], ['2014', 'MALE', 'HISPANIC', 'Christopher', '156', '16'], ['2014', 'MALE', 'HISPANIC', 'Cristian', '33', '75'], ['2014', 'MALE', 'HISPANIC', 'Damian', '49', '60'], ['2014', 'MALE', 'HISPANIC', 'Damien', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Daniel', '204', '9'], ['2014', 'MALE', 'HISPANIC', 'Danny', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Dante', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Dariel', '28', '80'], ['2014', 'MALE', 'HISPANIC', 'Darwin', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'David', '167', '14'], ['2014', 'MALE', 'HISPANIC', 'Dean', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Dennis', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Derek', '54', '56'], ['2014', 'MALE', 'HISPANIC', 'Derick', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Devin', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Diego', '62', '52'], ['2014', 'MALE', 'HISPANIC', 'Dominic', '33', '75'], ['2014', 'MALE', 'HISPANIC', 'Dominick', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Donovan', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Dylan', '292', '2'], ['2014', 'MALE', 'HISPANIC', 'Eddy', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Edgar', '24', '84'], ['2014', 'MALE', 'HISPANIC', 'Eduardo', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Edward', '35', '73'], ['2014', 'MALE', 'HISPANIC', 'Edwin', '41', '67'], ['2014', 'MALE', 'HISPANIC', 'Eli', '39', '69'], ['2014', 'MALE', 'HISPANIC', 'Elian', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Elias', '89', '38'], ['2014', 'MALE', 'HISPANIC', 'Elijah', '119', '23'], ['2014', 'MALE', 'HISPANIC', 'Emanuel', '24', '84'], ['2014', 'MALE', 'HISPANIC', 'Emiliano', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Emilio', '22', '86'], ['2014', 'MALE', 'HISPANIC', 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'20', '88'], ['2014', 'MALE', 'HISPANIC', 'Gerardo', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Giovanni', '42', '66'], ['2014', 'MALE', 'HISPANIC', 'Grayson', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Gregory', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Hector', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Henry', '29', '79'], ['2014', 'MALE', 'HISPANIC', 'Hudson', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Hunter', '33', '75'], ['2014', 'MALE', 'HISPANIC', 'Ian', '112', '27'], ['2014', 'MALE', 'HISPANIC', 'Iker', '49', '60'], ['2014', 'MALE', 'HISPANIC', 'Isaac', '89', '38'], ['2014', 'MALE', 'HISPANIC', 'Isaiah', '47', '61'], ['2014', 'MALE', 'HISPANIC', 'Ismael', '26', '82'], ['2014', 'MALE', 'HISPANIC', 'Israel', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Ivan', '44', '64'], ['2014', 'MALE', 'HISPANIC', 'Jace', '63', '51'], ['2014', 'MALE', 'HISPANIC', 'Jack', '25', '83'], ['2014', 'MALE', 'HISPANIC', 'Jackson', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Jacob', '292', '2'], ['2014', 'MALE', 'HISPANIC', 'Jaden', '43', '65'], ['2014', 'MALE', 'HISPANIC', 'Jadiel', '44', '64'], ['2014', 'MALE', 'HISPANIC', 'Jael', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Jaiden', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Jake', '41', '67'], ['2014', 'MALE', 'HISPANIC', 'James', '99', '34'], ['2014', 'MALE', 'HISPANIC', 'Jared', '25', '83'], ['2014', 'MALE', 'HISPANIC', 'Jariel', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Jason', '70', '46'], ['2014', 'MALE', 'HISPANIC', 'Javier', '42', '66'], ['2014', 'MALE', 'HISPANIC', 'Jaxon', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Jaxson', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Jay', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Jayce', '35', '73'], ['2014', 'MALE', 'HISPANIC', 'Jayceon', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Jayden', '266', '4'], ['2014', 'MALE', 'HISPANIC', 'Jayson', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Jean', '22', '86'], ['2014', 'MALE', 'HISPANIC', 'Jefferson', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Jeffrey', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Jeremiah', '98', '35'], ['2014', 'MALE', 'HISPANIC', 'Jeremy', '109', '28'], ['2014', 'MALE', 'HISPANIC', 'Jesus', '67', '48'], ['2014', 'MALE', 'HISPANIC', 'Joaquin', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Joel', '76', '44'], ['2014', 'MALE', 'HISPANIC', 'Johan', '23', '85'], ['2014', 'MALE', 'HISPANIC', 'John', '66', '49'], ['2014', 'MALE', 'HISPANIC', 'Johnny', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Jonah', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Jonas', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Jonathan', '113', '26'], ['2014', 'MALE', 'HISPANIC', 'Jordan', '62', '52'], ['2014', 'MALE', 'HISPANIC', 'Jorge', '29', '79'], ['2014', 'MALE', 'HISPANIC', 'Jose', '100', '33'], ['2014', 'MALE', 'HISPANIC', 'Joseph', '114', '25'], ['2014', 'MALE', 'HISPANIC', 'Joshua', '152', '17'], ['2014', 'MALE', 'HISPANIC', 'Josiah', '52', '58'], ['2014', 'MALE', 'HISPANIC', 'Josue', '35', '73'], ['2014', 'MALE', 'HISPANIC', 'Juan', '66', '49'], ['2014', 'MALE', 'HISPANIC', 'Julian', '106', '30'], ['2014', 'MALE', 'HISPANIC', 'Julio', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Julius', '46', '62'], ['2014', 'MALE', 'HISPANIC', 'Junior', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Justin', '125', '22'], ['2014', 'MALE', 'HISPANIC', 'Kaden', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Kai', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Kaiden', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Kaleb', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Kayden', '59', '54'], ['2014', 'MALE', 'HISPANIC', 'Kendrick', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Kenneth', '24', '84'], ['2014', 'MALE', 'HISPANIC', 'Kenny', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Kevin', '117', '24'], ['2014', 'MALE', 'HISPANIC', 'King', '26', '82'], ['2014', 'MALE', 'HISPANIC', 'Kyle', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Landon', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Leandro', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Leo', '22', '86'], ['2014', 'MALE', 'HISPANIC', 'Leon', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Leonardo', '61', '53'], ['2014', 'MALE', 'HISPANIC', 'Leonidas', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Levi', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Liam', '312', '1'], ['2014', 'MALE', 'HISPANIC', 'Logan', '107', '29'], ['2014', 'MALE', 'HISPANIC', 'Lorenzo', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Louis', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Luca', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Lucas', '187', '11'], ['2014', 'MALE', 'HISPANIC', 'Luis', '98', '35'], ['2014', 'MALE', 'HISPANIC', 'Lukas', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Luke', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Maddox', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Manuel', '25', '83'], ['2014', 'MALE', 'HISPANIC', 'Marcelo', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Marco', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Marcos', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Marcus', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Mario', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Mark', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Marlon', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Martin', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Marvin', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Mason', '184', '12'], ['2014', 'MALE', 'HISPANIC', 'Mateo', '66', '49'], ['2014', 'MALE', 'HISPANIC', 'Mathew', '18', '90'], ['2014', 'MALE', 'HISPANIC', 'Mathias', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Matias', '32', '76'], ['2014', 'MALE', 'HISPANIC', 'Matteo', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Matthew', '257', '6'], ['2014', 'MALE', 'HISPANIC', 'Max', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Maximilian', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Maximiliano', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Maximus', '28', '80'], ['2014', 'MALE', 'HISPANIC', 'Maxwell', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Melvin', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Messiah', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Michael', '174', '13'], ['2014', 'MALE', 'HISPANIC', 'Miguel', '64', '50'], ['2014', 'MALE', 'HISPANIC', 'Mike', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Milan', '32', '76'], ['2014', 'MALE', 'HISPANIC', 'Miles', '13', '95'], ['2014', 'MALE', 'HISPANIC', 'Misael', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Moises', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Myles', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Nathan', '79', '42'], ['2014', 'MALE', 'HISPANIC', 'Nathaniel', '53', '57'], ['2014', 'MALE', 'HISPANIC', 'Nelson', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Neymar', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Nicholas', '103', '31'], ['2014', 'MALE', 'HISPANIC', 'Nicolas', '49', '60'], ['2014', 'MALE', 'HISPANIC', 'Noah', '282', '3'], ['2014', 'MALE', 'HISPANIC', 'Noel', '31', '77'], ['2014', 'MALE', 'HISPANIC', 'Oliver', '45', '63'], ['2014', 'MALE', 'HISPANIC', 'Omar', '23', '85'], ['2014', 'MALE', 'HISPANIC', 'Orlando', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Oscar', '26', '82'], ['2014', 'MALE', 'HISPANIC', 'Owen', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Pablo', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Pedro', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Peter', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Prince', '19', '89'], ['2014', 'MALE', 'HISPANIC', 'Rafael', '20', '88'], ['2014', 'MALE', 'HISPANIC', 'Randy', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Raymond', '17', '91'], ['2014', 'MALE', 'HISPANIC', 'Ricardo', '22', '86'], ['2014', 'MALE', 'HISPANIC', 'Richard', '27', '81'], ['2014', 'MALE', 'HISPANIC', 'Riley', '23', '85'], ['2014', 'MALE', 'HISPANIC', 'Robert', '30', '78'], ['2014', 'MALE', 'HISPANIC', 'Roberto', '22', '86'], ['2014', 'MALE', 'HISPANIC', 'Rodrigo', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Romeo', '14', '94'], ['2014', 'MALE', 'HISPANIC', 'Ruben', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Ryan', '102', '32'], ['2014', 'MALE', 'HISPANIC', 'Samuel', '78', '43'], ['2014', 'MALE', 'HISPANIC', 'Santiago', '59', '54'], ['2014', 'MALE', 'HISPANIC', 'Saul', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Sean', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'Sebastian', '241', '7'], ['2014', 'MALE', 'HISPANIC', 'Sergio', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Skyler', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Stephen', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Steve', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Steven', '74', '45'], ['2014', 'MALE', 'HISPANIC', 'Theodore', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Thiago', '37', '71'], ['2014', 'MALE', 'HISPANIC', 'Thomas', '30', '78'], ['2014', 'MALE', 'HISPANIC', 'Timothy', '16', '92'], ['2014', 'MALE', 'HISPANIC', 'Tristan', '35', '73'], ['2014', 'MALE', 'HISPANIC', 'Tyler', '40', '68'], ['2014', 'MALE', 'HISPANIC', 'Uriel', '11', '97'], ['2014', 'MALE', 'HISPANIC', 'Victor', '52', '58'], ['2014', 'MALE', 'HISPANIC', 'Vincent', '21', '87'], ['2014', 'MALE', 'HISPANIC', 'Walter', '10', '98'], ['2014', 'MALE', 'HISPANIC', 'William', '59', '54'], ['2014', 'MALE', 'HISPANIC', 'Xavier', '83', '41'], ['2014', 'MALE', 'HISPANIC', 'Yadiel', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Yahir', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Yandel', '15', '93'], ['2014', 'MALE', 'HISPANIC', 'Yariel', '12', '96'], ['2014', 'MALE', 'HISPANIC', 'Zachary', '27', '81'], ['2014', 'MALE', 'HISPANIC', 'Zayden', '13', '95'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aaron', '90', '39'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Abraham', '172', '15'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Adam', '191', '12'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Adrian', '42', '71'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aharon', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ahmad', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ahmed', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aidan', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aiden', '78', '45'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Akiva', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Alan', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Albert', '17', '95'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Alex', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Alexander', '225', '7'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ali', '54', '60'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Amir', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Andrew', '91', '38'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Angelo', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Anthony', '110', '29'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Anton', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Antonio', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Archer', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ari', '42', '71'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ariel', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Arlo', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aron', '62', '54'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Arthur', '25', '87'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aryeh', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Asher', '72', '48'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ashton', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'August', '28', '84'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Austin', '40', '72'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Avi', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Avraham', '55', '59'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Avrohom', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Avrum', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Axel', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ayden', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Aydin', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Baruch', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Beckett', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ben', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Benjamin', '233', '6'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Bennett', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Benzion', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Berish', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Berl', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Binyamin', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Binyomin', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Blake', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Boruch', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brady', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brandon', '33', '79'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brayden', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brendan', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brian', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brody', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Brooks', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Caleb', '28', '84'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Calvin', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Cameron', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Carter', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Chaim', '130', '23'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Charles', '131', '22'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Charlie', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Chase', '43', '70'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Cheskel', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Christian', '64', '53'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Christopher', '76', '46'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Cole', '31', '81'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Colin', '36', '76'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Connor', '43', '70'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Conor', '19', '93'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Cooper', '40', '72'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Cormac', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Damian', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Daniel', '223', '8'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dante', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dashiell', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'David', '272', '2'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dean', '19', '93'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Declan', '43', '70'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Denis', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Derek', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Devin', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dominic', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dominick', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dov', '38', '74'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dovid', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Drew', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Duvid', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Dylan', '94', '36'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Edward', '40', '72'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Efraim', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Eitan', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Eli', '103', '33'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Elias', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Eliezer', '52', '62'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Elijah', '28', '84'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Elimelech', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Eliyahu', '25', '87'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Elliot', '33', '79'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Elliott', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ellis', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Emmett', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Eric', '29', '83'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Erik', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ethan', '149', '18'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Evan', '58', '56'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Everett', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ezra', '45', '68'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Felix', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Filip', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Finn', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Francesco', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Francis', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Frank', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Frederick', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Gabriel', '105', '32'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Gavin', '50', '64'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Gavriel', '17', '95'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'George', '65', '52'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Giovanni', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Giuseppe', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Graham', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Grant', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Grayson', '30', '82'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Gregory', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Greyson', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Griffin', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hamza', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Harrison', '44', '69'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Harry', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hayden', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Henry', '176', '14'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hersh', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hershel', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hershy', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hillel', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hudson', '58', '56'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hugo', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Hunter', '44', '69'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ian', '30', '82'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ibrahim', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Imran', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Isaac', '125', '25'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Israel', '35', '77'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Issac', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ivan', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jace', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jack', '199', '10'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jackson', '85', '42'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jacob', '256', '5'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jake', '46', '67'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jakub', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'James', '195', '11'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jason', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jasper', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jax', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jaxon', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jaxson', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jayden', '35', '77'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jeremy', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jesse', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Joel', '31', '81'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'John', '158', '17'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jonah', '45', '68'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jonathan', '75', '47'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jordan', '34', '78'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Joseph', '300', '1'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Joshua', '68', '49'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Judah', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Jude', '25', '87'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Julian', '87', '40'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Justin', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Kai', '23', '89'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Karas', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Kareem', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Kevin', '17', '95'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Kieran', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Kyle', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Landon', '23', '89'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lazer', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Leibish', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Leo', '108', '31'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Leon', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Leonardo', '36', '76'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lev', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Levi', '58', '56'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Liam', '139', '19'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lincoln', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lipa', '39', '73'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Logan', '68', '49'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lorenzo', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Louis', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Luca', '94', '36'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lucas', '121', '26'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lucien', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Luka', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Lukas', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Luke', '99', '35'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Marc', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Marcel', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Marco', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Marcus', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mark', '61', '55'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Martin', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mason', '94', '36'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mateo', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Matteo', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Matthew', '131', '22'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Max', '108', '31'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Maxim', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Maximilian', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Maximus', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Maxwell', '45', '68'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mayer', '29', '83'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Meilech', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Meir', '66', '51'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Menachem', '118', '27'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Menashe', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mendel', '38', '74'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mendy', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Micah', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Michael', '268', '3'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Milan', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Miles', '56', '58'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Milo', '28', '84'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mohamed', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mohammed', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Moishe', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mordche', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Mordechai', '92', '37'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Morris', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Moses', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Moshe', '267', '4'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Muhammad', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Myles', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Naftali', '22', '90'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Naftuli', '17', '95'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nathan', '82', '44'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nathaniel', '47', '66'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nicholas', '166', '16'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nico', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nicolas', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nikita', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Noah', '137', '21'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Noam', '23', '89'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nolan', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Nosson', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Oliver', '109', '30'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Omar', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Oscar', '38', '74'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Owen', '87', '40'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Parker', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Patrick', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Paul', '25', '87'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Peter', '54', '60'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Philip', '28', '84'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Pinchas', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Pinchus', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Preston', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Quinn', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rafael', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Raphael', '29', '83'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rayan', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Raymond', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Reed', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Reid', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Reuben', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rhys', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Richard', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Riley', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Robert', '67', '50'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rocco', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Roman', '35', '77'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ronan', '21', '91'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rory', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Rowan', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ryan', '138', '20'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Ryder', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Salvatore', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Sam', '32', '80'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Samir', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Samuel', '206', '9'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Santino', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Sawyer', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Sean', '53', '61'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Sebastian', '100', '34'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shalom', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shane', '19', '93'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shaya', '31', '81'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shea', '13', '99'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shia', '37', '75'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shimon', '100', '34'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shloime', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shloimy', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shlome', '19', '93'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shlomo', '55', '59'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shmiel', '19', '93'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shmuel', '57', '57'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Sholom', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shraga', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Shulem', '45', '68'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Silas', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Simcha', '23', '89'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Simon', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Solomon', '51', '63'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Spencer', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Stephen', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Steven', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Theo', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Theodore', '126', '24'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Thomas', '118', '27'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Timothy', '27', '85'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Tristan', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Tyler', '34', '78'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Tzvi', '49', '65'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Usher', '20', '92'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Victor', '35', '77'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Vincent', '43', '70'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Vincenzo', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Wesley', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Weston', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'William', '183', '13'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Winston', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Wolf', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Wyatt', '33', '79'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Xavier', '25', '87'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yaakov', '46', '67'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yahya', '11', '101'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yakov', '45', '68'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yaseen', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yechiel', '39', '73'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yehoshua', '26', '86'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yehuda', '86', '41'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yidel', '10', '102'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yisrael', '14', '98'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yisroel', '83', '43'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yitzchak', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yitzchok', '66', '51'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yoel', '12', '100'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yosef', '116', '28'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yossi', '15', '97'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yousef', '18', '94'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Youssef', '24', '88'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Yusuf', '16', '96'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Zachary', '90', '39'], ['2014', 'MALE', 'WHITE NON HISPANIC', 'Zev', '49', '65']]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "sL9WAUUfjtmt"
},
"outputs": [],
"source": [
"def extract_names(records):\n",
" \"\"\"\n",
" Return the list of baby names\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"def first_10_sorted(baby_names):\n",
" \"\"\"\n",
" Return the first 10 names (sorted alphabetically in place)\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "_JVK0K9Hjtmw",
"outputId": "0ec72b4d-7722-4205-8aa7-06a591b78dde"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Aleena', 'Alexandra', 'Alice', 'Alicia', 'Alina']\n",
"['Aaron', 'Aaron', 'Aarya', 'Aayan', 'Abby', 'Abdoul', 'Abdoulaye', 'Abdullah', 'Abel', 'Abigail']\n"
]
}
],
"source": [
"\"\"\"\n",
"Test the correctness of the implementation of the two functions\n",
"\"\"\"\n",
"baby_names = extract_names(recs)\n",
"\n",
"print(baby_names[5:10])\n",
"\n",
"first_10_sorted(baby_names)\n",
"\n",
"print(baby_names[5:15])"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "gd0C0DGujtmx"
},
"source": [
"## Exercise 3 (1 point)\n",
"\n",
"Implement the function difference_with_2014, which takes as input a set of baby_names, a list of records, finds the names recorded in the year (first element of each record) 2014 and returns a set with the differences of names between 2014 and 2011. "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "yc--joDZjtmy"
},
"outputs": [],
"source": [
"# load baby names\n",
"baby_names_2011 = {'Sofia', 'Zoey', 'Joanna', 'Kayla', 'Andy', 'Oscar', 'Lilah', 'Andre', 'Chelsea', 'Kristen', 'Sadie', 'Elliott', 'Winnie', 'Mia', 'Karen', 'Kimberly', 'Eliana', 'Katherine', 'Gitty', 'Tzvi', 'Angeline', 'Menucha', 'Cameron', 'Libby', 'Emanuel', 'Luna', 'Alexia', 'Cormac', 'Nicolas', 'Damon', 'Max', 'Linda', 'Joel', 'Jayla', 'Pablo', 'Skye', 'Wendy', 'Roy', 'Bennett', 'Montserrat', 'Ibrahim', 'Gregory', 'Samir', 'Madeline', 'Aria', 'Malaysia', 'Bianca', 'Preston', 'Cecelia', 'Edgar', 'Leora', 'Alpha', 'Livia', 'Chase', 'Reid', 'Anya', 'Mushka', 'Grayson', 'Adelina', 'Emmett', 'Emiliano', 'Yossi', 'Shiloh', 'Jack', 'Zane', 'Isabel', 'Michael', 'Jax', 'Milan', 'Frances', 'Jonah', 'Theo', 'Jana', 'Maria', 'Kate', 'Sergio', 'Nathaly', 'Miles', 'Jerry', 'Janelle', 'Phoebe', 'Richard', 'Dovid', 'Anastasia', 'Reed', 'Brianna', 'Pearl', 'Kingsley', 'Bracha', 'Gabrielle', 'Connor', 'Rose', 'Atara', 'Aminata', 'Jasiah', 'Brooke', 'Scarlett', 'Sophia', 'Golda', 'Erik', 'Ryder', 'Layla', 'Santino', 'Kimi', 'Elliot', 'Savannah', 'Shayna', 'Emilio', 'Albert', 'Dominic', 'Celeste', 'Vincent', 'Joseph', 'Eve', 'Jaxon', 'Malky', 'Greyson', 'Landon', 'Luis', 'Ariella', 'Jariel', 'Shaya', 'Gia', 'Mya', 'Ivy', 'Carmen', 'Harlow', 'Veronica', 'Calvin', 'Ryan', 'Jonas', 'Hamza', 'Maximilian', 'Maggie', 'Hawa', 'Arjun', 'Francesco', 'Berish', 'Johnny', 'Alison', 'Kelly', 'Gabriel', 'Jadiel', 'Yides', 'Justin', 'Imran', 'Mayer', 'Journee', 'Adriana', 'Julian', 'Jael', 'Esther', 'Spencer', 'Duvid', 'Dashiell', 'Donovan', 'Ricky', 'Elvis', 'Rayyan', 'Aarya', 'Peyton', 'Ruby', 'Jake', 'Marcus', 'Bradley', 'Shalom', 'Sherlyn', 'Baruch', 'Alexander', 'Danna', 'Yaretzi', 'Brucha', 'Rifky', 'Allan', 'Menachem', 'Chavy', 'Yitzchak', 'Phoenix', 'Daniela', 'Georgia', 'Aiden', 'Wesley', 'Arlo', 'Elimelech', 'Aaron', 'Autumn', 'Yisrael', 'Brooklyn', 'Zaiden', 'Naomi', 'Alston', 'Harry', 'Yosef', 'Cooper', 'Ayala', 'Harper', 'Aisha', 'Skyler', 'Akiva', 'Angelica', 'Angela', 'Yasmina', 'Noah', 'Arthur', 'Camila', 'Omar', 'Nayeli', 'Leibish', 'Diana', 'Magaly', 'Lyla', 'Adele', 'Nechama', 'Tristan', 'Francis', 'Layan', 'Tzipora', 'Ayleen', 'Edison', 'Tyler', 'Mike', 'Salma', 'Arya', 'Leyla', 'Parker', 'Chaim', 'Shane', 'Selina', 'Tenzin', 'Adrian', 'Ayden', 'Ronan', 'Kira', 'Nahla', 'Marjorie', 'Shayan', 'Victor', 'Jada', 'Amy', 'Zissy', 'Shifra', 'Prince', 'Jasmine', 'Leonidas', 'Shmiel', 'Keira', 'Malik', 'Martin', 'Philip', 'Evangeline', 'Hanna', 'Gemma', 'Kimora', 'Cynthia', 'Mariam', 'Tamar', 'Lia', 'Lorenzo', 'Kaden', 'Dina', 'Alexa', 'Manuel', 'Evie', 'Lyric', 'Mikaela', 'Alex', 'Londyn', 'Gary', 'Kelsey', 'Chava', 'Sholom', 'Lara', 'Natalie', 'Valeria', 'Amina', 'Bridget', 'Colin', 'Hailey', 'Emily', 'Eshaal', 'Mariah', 'Lina', 'Juliana', 'Marc', 'Giuliana', 'Lindsay', 'Nathalie', 'Luca', 'Melvin', 'Simcha', 'Caiden', 'Celia', 'Vanessa', 'Major', 'Karas', 'Junior', 'Ruchel', 'Ayaan', 'Aviva', 'Fatoumata', 'Nyla', 'Julianna', 'Itzel', 'Kaitlyn', 'Wilson', 'Josue', 'Anabelle', 'Yaseen', 'Maddox', 'Catalina', 'Santiago', 'Blake', 'Neymar', 'Cassidy', 'Skylah', 'Jade', 'Melissa', 'Nathan', 'Sincere', 'Harmony', 'Adyan', 'Ivan', 'Paul', 'Everly', 'Addison', 'Nosson', 'Melany', 'Maya', 'Athena', 'Henny', 'Anna', 'Yitty', 'Pinchus', 'Tori', 'Daisy', 'Elsa', 'Maia', 'Alexandra', 'Alexandria', 'Lilly', 'Mirel', 'Micah', 'Omari', 'Reuben', 'Hafsa', 'Faigy', 'Brayden', 'Hersh', 'Hazel', 'Bryan', 'Mordechai', 'Alicia', 'Khadijah', 'Malachi', 'Conor', 'Aileen', 'Noam', 'Shmuel', 'Aiza', 'Imani', 'Asher', 'Valentina', 'Clementine', 'Annabella', 'Amaya', 'Leilani', 'Hadley', 'Seth', 'Aubree', 'Willa', 'Mouhamed', 'Caleb', 'Kabir', 'Liana', 'Dahlia', 'Tony', 'Audrey', 'John', 'Batsheva', 'Ruth', 'Faiga', 'Hinda', 'Mikayla', 'Kenneth', 'Zelda', 'Abdoul', 'Anderson', 'Kyrie', 'Iris', 'Yechiel', 'Christina', 'Syed', 'Ava', 'Darren', 'Dylan', 'Abraham', 'Hershel', 'Victoria', 'Rhys', 'Jacqueline', 'Jenna', 'Suri', 'Zoe', 'Paige', 'Margot', 'Jordyn', 'Amare', 'Hugo', 'Christopher', 'Hayden', 'Cindy', 'Ayan', 'Brandon', 'Edward', 'Aden', 'Rory', 'Anne', 'Devorah', 'Ashton', 'Lily', 'Sawyer', 'Yocheved', 'Brigitte', 'Reizy', 'Gordon', 'Pedro', 'Harrison', 'Benzion', 'Adonis', 'Fernando', 'Jesus', 'Jordan', 'Catherine', 'Simone', 'Ali', 'Aydin', 'Saul', 'Andrew', 'Anaya', 'Madeleine', 'Jaylin', 'Caitlin', 'Annabelle', 'Lillian', 'Doris', 'Maisie', 'Jeremy', 'Lilian', 'Francisco', 'Ahnaf', 'Jasper', 'Dean', 'Adelyn', 'Wolf', 'Julia', 'Mae', 'Jesse', 'Lawrence', 'Jaylah', 'Sean', 'Ariana', 'Amari', 'Emma', 'Zendaya', 'Ashley', 'Gabriela', 'Daphne', 'Samuel', 'Azaan', 'Elizabeth', 'Molly', 'Savion', 'Pinchas', 'Valery', 'Annie', 'Nia', 'Eleanor', 'Abel', 'Gael', 'Valerie', 'Kamila', 'April', 'Nina', 'Michelle', 'Julissa', 'Myles', 'Frederick', 'Katie', 'Yasmin', 'Carolina', 'Margaret', 'Maximiliano', 'Marlon', 'Alvin', 'Ismael', 'Evan', 'Shia', 'Yahya', 'Angelina', 'Melina', 'Morgan', 'Adelaide', 'Poppy', 'Alisa', 'Avigail', 'Elaine', 'Theodore', 'Amiyah', 'Kennedy', 'Elias', 'Khloe', 'Charlotte', 'Caden', 'Louisa', 'Ahmed', 'Khalil', 'Milana', 'Marcelo', 'Elina', 'Jimena', 'Brian', 'Hector', 'Daleyza', 'Helena', 'Queena', 'Rachel', 'Mackenzie', 'Uriel', 'Eitan', 'Shlome', 'Heaven', 'Esme', 'Sophie', 'Skyla', 'Oliver', 'Brayan', 'Joy', 'Erica', 'Inaaya', 'Syeda', 'Arianna', 'Justice', 'Karter', 'Jazmin', 'Leon', 'Ayesha', 'Ivanna', 'Kenny', 'Henchy', 'Amira', 'Stephanie', 'Esmeralda', 'Xavier', 'Jayce', 'Elisa', 'Josephine', 'Israel', 'Armaan', 'Mark', 'Colette', 'Jazlyn', 'Annalise', 'Jacob', 'Aaliyah', 'Rosa', 'Princeton', 'Penelope', 'Haylee', 'Keila', 'Yael', 'Aayan', 'Alessia', 'Edwin', 'Jimmy', 'Kristian', 'Yisroel', 'Lucia', 'Lena', 'Jackson', 'Ibrahima', 'Samira', 'Siena', 'Hassan', 'Kendrick', 'Hope', 'Kaylee', 'Frimet', 'Raizy', 'Anisa', 'Alana', 'Violeta', 'Jasmina', 'Cora', 'Jorge', 'Fraidy', 'Lesly', 'Shlomo', 'Kendra', 'Frady', 'Isaac', 'Arielle', 'Joshua', 'Eliyahu', 'Briana', 'Sebastian', 'Nolan', 'Yusuf', 'Rivky', 'Kareem', 'August', 'Emerson', 'Yehudis', 'Naftuli', 'Rocco', 'Kaleb', 'Kaylin', 'Mohamed', 'Malak', 'Mira', 'Marcos', 'Avraham', 'Yidel', 'William', 'George', 'Grant', 'Jean', 'Brendan', 'Cali', 'Sara', 'Thea', 'Jeffrey', 'Alice', 'Michaela', 'Mina', 'Mindy', 'Lincoln', 'Luke', 'Moshe', 'Derick', 'Melanie', 'Roberto', 'Drew', 'Rodrigo', 'Leonardo', 'Esteban', 'Genesis', 'Carla', 'Delilah', 'Malka', 'Ben', 'Saniyah', 'Mendel', 'Yahir', 'Celine', 'Brenda', 'Nashla', 'Salome', 'Ayla', 'Quincy', 'Peter', 'Irene', 'Isla', 'Paris', 'Allen', 'Camille', 'Joaquin', 'Javier', 'Trany', 'Joselyn', 'Perry', 'Safa', 'Salvatore', 'Felix', 'Kiara', 'Abdullah', 'Jaden', 'Devora', 'Serena', 'Dakota', 'Sienna', 'Dominick', 'Vivian', 'Emilia', 'Kingston', 'Shaindy', 'Hillel', 'Shulem', 'Amelia', 'Karina', 'Mila', 'Antonia', 'Samantha', 'Binyomin', 'Leandro', 'Arvin', 'Jayson', 'Beckett', 'Nova', 'Taylor', 'Tiffany', 'Barbara', 'Leslie', 'Mariana', 'Lucy', 'Gerardo', 'Riley', 'Roizy', 'Ester', 'Amirah', 'Pessy', 'Madison', 'Jannat', 'Noel', 'Shraga', 'Juliet', 'Enrique', 'Lauryn', 'Beatrice', 'Fiona', 'Rivka', 'Benjamin', 'Hunter', 'James', 'Jessica', 'Rayan', 'Ezequiel', 'Filip', 'Wyatt', 'Miguel', 'Juan', 'Zainab', 'Youssef', 'Avery', 'Sloane', 'Fatou', 'Madisyn', 'Sabrina', 'Sarai', 'Tiana', 'Efraim', 'Giuseppe', 'Hannah', 'Simon', 'Lucas', 'Giselle', 'Cesar', 'Arham', 'Inaya', 'Mamadou', 'Eduardo', 'Amadou', 'Eliezer', 'Trinity', 'Kieran', 'Makayla', 'Madelyn', 'Violet', 'Aubrey', 'Arabella', 'Logan', 'Fatima', 'Kaylie', 'Lucien', 'Jonathan', 'Aidan', 'Rochel', 'Sylvie', 'Karla', 'Meir', 'Serenity', 'Rowan', 'Malia', 'Eric', 'Cayden', 'Nicole', 'Eli', 'Noelle', 'Misael', 'Avrum', 'Lev', 'Pamela', 'Johan', 'Musa', 'Ricardo', 'Alondra', 'Sima', 'Anayah', 'Ellie', 'Mason', 'Kadiatou', 'Ian', 'Orlando', 'Fabian', 'Mathew', 'Alanis', 'Megan', 'Angelique', 'Mary', 'Naftali', 'Robert', 'Vincenzo', 'Angelo', 'Caroline', 'Ahmad', 'Winston', 'Yaakov', 'Sanaa', 'Aliza', 'Christian', 'Kylee', 'Amara', 'Travis', 'Laila', 'Amir', 'Lana', 'Bruce', 'Darwin', 'Milo', 'Aharon', 'Reese', 'Walter', 'Moses', 'Blessing', 'Talia', 'Axel', 'Everett', 'Gianna', 'Damian', 'Miriam', 'Kayden', 'Olive', 'Ellis', 'Angie', 'Ximena', 'Toby', 'Sariah', 'Evelyn', 'Menashe', 'Erika', 'Kali', 'Francesca', 'Maxwell', 'Iker', 'Matilda', 'Hadassah', 'Jaxson', 'Jayden', 'Esty', 'Shloimy', 'Adeline', 'Goldy', 'Jane', 'Lola', 'Jaiden', 'Jakub', 'Shloime', 'Ruben', 'Kayleen', 'Adrianna', 'Devin', 'Amalia', 'Jaylene', 'Vivienne', 'Fradel', 'Binyamin', 'Stephen', 'Elijah', 'Bella', 'Camilla', 'Zamir', 'Jayceon', 'Denis', 'Tianna', 'Queenie', 'Dante', 'Jared', 'Wynter', 'Charlie', 'Danielle', 'Eloise', 'Elian', 'Neil', 'Patrick', 'Raina', 'Bryanna', 'Angel', 'Hana', 'Armani', 'Zuri', 'Mekhi', 'Maliyah', 'Leila', 'Marco', 'Aryeh', 'Chance', 'Thomas', 'Goldie', 'Mariama', 'Nathaniel', 'Julio', 'Zariah', 'Jaylen', 'Lazer', 'Carter', 'Dennis', 'Alina', 'Enzo', 'Crystal', 'Alejandro', 'Louis', 'Hershy', 'Yitzchok', 'Blimy', 'Usher', 'Mario', 'Selena', 'Heidi', 'Carson', 'Weston', 'Blima', 'Josiah', 'Zayden', 'Marcel', 'Gavriel', 'Mathias', 'Allyson', 'Chloe', 'Matthew', 'Issac', 'Brittany', 'Anson', 'Carmelo', 'Ezekiel', 'Randy', 'Erin', 'Mateo', 'Alessandra', 'Rohan', 'Brooks', 'Shaina', 'Stanley', 'Jessie', 'Jay', 'Jayleen', 'Nadia', 'Nora', 'Kaiden', 'Miracle', 'Bryant', 'Abigail', 'Helen', 'Ruchy', 'Daniel', 'Daniella', 'Marilyn', 'Charles', 'Eleni', 'Derek', 'Jose', 'Kyla', 'Graham', 'Sarah', 'Zaniyah', 'Lila', 'Jamar', 'Morris', 'Jefferson', 'Anton', 'Aissatou', 'Amelie', 'Lipa', 'Griffin', 'Eddy', 'Isabella', 'Antonio', 'Cecilia', 'Archer', 'Boruch', 'Cole', 'Nicholas', 'King', 'Brielle', 'Shaindel', 'Jace', 'Zion', 'Winter', 'Carlos', 'Owen', 'Tziporah', 'Isaiah', 'Noor', 'Jeremiah', 'London', 'Levi', 'Arisha', 'Zayan', 'Mordche', 'Fanta', 'Elisheva', 'Alexis'}"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "AtEBwRoFjtm0"
},
"outputs": [],
"source": [
"def difference_with_2014(baby_names, records):\n",
" \"\"\"\n",
" Return a set with the difference of names between 2014 and 2011\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "nr9qczTmjtm2",
"outputId": "e83e96bb-5e87-46ec-bd53-1c8e84e33987"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1000\n",
"241\n",
"False\n"
]
}
],
"source": [
"\"\"\"\n",
"Test the correctness of the implementation of the two functions\n",
"\"\"\"\n",
"\n",
"difference = difference_with_2014(baby_names_2011, recs)\n",
"\n",
"print(len(baby_names_2011))\n",
"\n",
"# Print the differences\n",
"print(len(difference))\n",
"\n",
"print('Sofia' in difference)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "FnGPfYFJjtm2"
},
"source": [
"## Exercise 4 (2 points)\n",
"\n",
"Implement the function separate_gender, which takes as input a list of records and returns a tuple of two of lists, females and males, where each list contains the indexes of the records categorized by the second element (FEMALE or MALE). Implement the function last_1000_names_paired which takes as input list of records, and a tuple of lists of indexes indexes, and returns a list of the last 1000 names paired (i.e., (female name, male name), we suggest to use the zip() function). "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "GqxSOACEjtm3"
},
"outputs": [],
"source": [
"def separate_gender(records):\n",
" \"\"\"\n",
" Return a tuple with the lists of females and males\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"def last_1000_names_paired(records, indexes):\n",
" \"\"\"\n",
" Return the list lst without the element elem\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "74CX7V8vjtm4",
"outputId": "4ed6fc00-720b-4a34-b767-c466b3ef65fa"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1069\n",
"1006\n",
"[('Fatima', 'Alan'), ('Fiona', 'Albert'), ('Gabriella', 'Alex'), ('Gia', 'Alexander'), ('Grace', 'Alfred')]\n"
]
}
],
"source": [
"\"\"\"\n",
"Test the correctness of the implementation of the two functions\n",
"\"\"\"\n",
"\n",
"sg = separate_gender(recs)\n",
"\n",
"print(len(sg[0]))\n",
"\n",
"print(len(sg[1]))\n",
"\n",
"paired = last_1000_names_paired(recs, sg)\n",
"\n",
"print(paired[5:10])"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "jRbHMmdyjtm5"
},
"source": [
"## Exercise 5 (2 points)\n",
"\n",
"Implement the function reverse_rank, which takes as input a list of names ordered by frequency (the name at rank 0 is the most frequent, the name at rank 1 is the second most frequent, ...) and returns a dictionary in reverse order where the rank is the key and the name is the value of each item (in this case, the item with rank 0 is the least frequent). Implement the function safe_rank which takes as input a dictionary, where each item is a rank (key) and a name (value), and returns the name relative to a position in the ranking (a position is a positive integer greater than zero) and returns the name at that rank. If the position is not valid, you must return the message *'Position must me greater than zero'*, if the position is out of range, you must return the message *'Not Found'* (we suggest to use the get() function)."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "PNA1IS1Wjtm5"
},
"outputs": [],
"source": [
"# first load names\n",
"female_baby_names_2012 = ['EMMA', 'LEAH', 'SARAH', 'SOPHIA', 'ESTHER', 'RACHEL', 'CHAYA', 'AVA', 'CHANA', 'MIRIAM', 'ELLA', 'EMILY', 'MIA', 'SARA', 'CHARLOTTE', 'ISABELLA', 'MAYA', 'ELIZABETH', 'ABIGAIL', 'ALEXANDRA', 'VICTORIA', 'LILY', 'SOFIA', 'RIVKA', 'ZOE', 'JULIA', 'SOPHIE', 'GABRIELLA', 'HANNAH', 'GRACE', 'AVERY', 'STELLA', 'SHAINDY', 'FAIGY', 'GITTY', 'MADISON', 'MALKY', 'EVA', 'MALKA', 'ALEXA', 'MADELINE', 'PENELOPE', 'TOBY', 'RIVKY', 'NICOLE', 'VIOLET', 'NATALIE', 'REBECCA', 'MARIA', 'YITTY', 'NINA', 'KATHERINE', 'RILEY', 'SIENNA', 'SYDNEY', 'VIVIENNE', 'VALENTINA', 'TALIA', 'JOSEPHINE', 'FRANCESCA', 'ZISSY', 'SURY', 'NAOMI', 'YIDES', 'SKYLAR', 'VERONICA', 'TAYLOR', 'ZOEY', 'LILIANA', 'YAEL', 'SAVANNAH', 'VANESSA', 'SIMONE', 'SLOANE', 'VERA', 'YEHUDIS', 'SYLVIA', 'SIMA', 'SHAINA', 'TZIPORA', 'YITTA', 'TZIVIA', 'YARA']"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "7Ok1jsI2jtm6"
},
"outputs": [],
"source": [
"def reverse_rank(names):\n",
" \"\"\"\n",
" Return a dictionary with items (rank, name)\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"def safe_rank(names, position):\n",
" \"\"\"\n",
" Return the element in position pos\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "mZuckXl9jtm7",
"outputId": "0596e07e-db9d-4245-a352-2a2035a13908"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"83\n",
"SIMA\n",
"Position must me greater than zero\n",
"Not found\n",
"YITTA\n"
]
}
],
"source": [
"rev_names = reverse_rank(female_baby_names_2012)\n",
"\n",
"print(len(rev_names))\n",
"\n",
"print(rev_names[5])\n",
"\n",
"print(safe_rank(rev_names, 0))\n",
"print(safe_rank(rev_names, 100))\n",
"print(safe_rank(rev_names, 2))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "LJWLq5rIjtm8"
},
"source": [
"## Exercise 6 (3 points)\n",
"\n",
"Implement the function update_year, which takes as input 1) a dictionary of dictionaries of names, names, where the key of each element is the year of the dictionary, 2) a dictionary of names new_names, and 3) the relative year. This function returns the updated dictionary with the new_names for that year. Implement the function safe_rank_per_year which takes as input a dictionary of dictionaries of names, a position, a year, and uses the safe_rank function to get the name relative to that position in the ranking for that year. Implement the function find_names_year_safe which takes as input a dictionary of dictionaries of names, a pattern (sequence of characters), a year, and returns (safely) the list of pairs all the names and the relative rank that contain that pattern for that year or the message *'Year not found'* if the year is not available. "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "61JWbqRejtm8"
},
"outputs": [],
"source": [
"# load names (dictionary of dictionaries)\n",
"boy_names = {2012: {}, 2013: {1: 'David', 2: 'Joseph', 3: 'Michael', 4: 'Moshe', 5: 'Daniel', 6: 'Benjamin', 7: 'James', 8: 'Jacob', 9: 'Jack', 10: 'Alexander', 11: 'William', 12: 'John', 13: 'Henry', 14: 'Noah', 15: 'Samuel', 16: 'Nicholas', 17: 'Matthew', 18: 'Adam', 19: 'Chaim', 20: 'Abraham', 21: 'Liam', 22: 'Ryan', 23: 'Lucas', 24: 'Anthony', 25: 'Isaac', 26: 'Oliver', 27: 'Andrew', 28: 'Gabriel', 29: 'Yosef', 30: 'Leo', 31: 'Thomas', 32: 'Luke', 33: 'Jackson', 34: 'Shimon', 35: 'Theodore', 36: 'Joshua', 37: 'Christopher', 38: 'Sebastian', 39: 'Mason', 40: 'Eli', 41: 'Nathan', 42: 'Aaron', 43: 'Zachary', 44: 'Aron', 45: 'Luca', 46: 'Yehuda', 47: 'Yitzchok', 48: 'Owen', 49: 'Menachem', 50: 'Logan', 51: 'Aiden', 52: 'Yisroel', 53: 'Peter', 54: 'Yaakov', 55: 'Yakov', 56: 'Omar', 57: 'Levi', 58: 'Simon', 59: 'Shmuel', 60: 'Patrick', 61: 'Connor', 62: 'Jonah', 63: 'Zev', 64: 'Tzvi', 65: 'Nathaniel', 66: 'Harrison', 67: 'Tyler', 68: 'Mark', 69: 'Hunter', 70: 'Mohamed', 71: 'Lipa', 72: 'Mendel', 73: 'Sean', 74: 'Sam', 75: 'Solomon', 76: 'Martin', 77: 'Edward', 78: 'Wyatt', 79: 'Parker', 80: 'Steven', 81: 'Yechiel', 82: 'Nicolas', 83: 'Timothy', 84: 'Spencer', 85: 'Usher', 86: 'Rafael', 87: 'Yusuf', 88: 'Yehoshua', 89: 'Shaya', 90: 'Rayan', 91: 'Tristan', 92: 'Yossi', 93: 'Wesley', 94: 'Yoel', 95: 'Sawyer', 96: 'Yousef', 97: 'Walter', 98: 'Zalmen', 99: 'Yeshaya', 100: 'Yitzchak'}, 2014: {1: 'Joseph', 2: 'David', 3: 'Michael', 4: 'Moshe', 5: 'Jacob', 6: 'Benjamin', 7: 'Alexander', 8: 'Daniel', 9: 'Samuel', 10: 'Jack', 11: 'James', 12: 'Adam', 13: 'William', 14: 'Henry', 15: 'Abraham', 16: 'Nicholas', 17: 'John', 18: 'Ethan', 19: 'Liam', 20: 'Ryan', 21: 'Noah', 22: 'Matthew', 23: 'Chaim', 24: 'Theodore', 25: 'Isaac', 26: 'Lucas', 27: 'Thomas', 28: 'Yosef', 29: 'Anthony', 30: 'Oliver', 31: 'Max', 32: 'Gabriel', 33: 'Eli', 34: 'Shimon', 35: 'Luke', 36: 'Mason', 37: 'Mordechai', 38: 'Andrew', 39: 'Zachary', 40: 'Owen', 41: 'Yehuda', 42: 'Jackson', 43: 'Yisroel', 44: 'Nathan', 45: 'Aiden', 46: 'Christopher', 47: 'Jonathan', 48: 'Asher', 49: 'Logan', 50: 'Robert', 51: 'Yitzchok', 52: 'George', 53: 'Christian', 54: 'Aron', 55: 'Mark', 56: 'Levi', 57: 'Shmuel', 58: 'Miles', 59: 'Shlomo', 60: 'Peter', 61: 'Sean', 62: 'Eliezer', 63: 'Solomon', 64: 'Gavin', 65: 'Zev', 66: 'Nathaniel', 67: 'Yaakov', 68: 'Yakov', 69: 'Hunter', 70: 'Vincent', 71: 'Ari', 72: 'Edward', 73: 'Yechiel', 74: 'Oscar', 75: 'Shia', 76: 'Leonardo', 77: 'Victor', 78: 'Tyler', 79: 'Wyatt', 80: 'Sam', 81: 'Shaya', 82: 'Ian', 83: 'Raphael', 84: 'Philip', 85: 'Timothy', 86: 'Yehoshua', 87: 'Xavier', 88: 'Youssef', 89: 'Simcha', 90: 'Naftali', 91: 'Ronan', 92: 'Usher', 93: 'Shmiel', 94: 'Yousef', 95: 'Naftuli', 96: 'Yusuf', 97: 'Yossi', 98: 'Yisrael', 99: 'Shea', 100: 'Yoel', 101: 'Yahya', 102: 'Yidel'}}\n",
"\n",
"# load names (dictionary)\n",
"names_2011 = {1: 'Michael', 2: 'Joseph', 3: 'Jacob', 4: 'David', 5: 'Benjamin', 6: 'Moshe', 7: 'Daniel', 8: 'Alexander', 9: 'Matthew', 10: 'Jack', 11: 'Samuel', 12: 'James', 13: 'William', 14: 'John', 15: 'Nicholas', 16: 'Henry', 17: 'Chaim', 18: 'Anthony', 19: 'Andrew', 20: 'Liam', 21: 'Charles', 22: 'Lucas', 23: 'Dylan', 24: 'Ryan', 25: 'Thomas', 26: 'Ethan', 27: 'Menachem', 28: 'Yosef', 29: 'Luke', 30: 'Oliver', 31: 'Noah', 32: 'Eli', 33: 'Gabriel', 34: 'Max', 35: 'Shimon', 36: 'Isaac', 37: 'Joshua', 38: 'Zachary', 39: 'Leo', 40: 'Julian', 41: 'Aiden', 42: 'Jake', 43: 'Mordechai', 44: 'Yisroel', 45: 'Yehuda', 46: 'Sebastian', 47: 'Mark', 48: 'Robert', 49: 'Logan', 50: 'George', 51: 'Owen', 52: 'Vincent', 53: 'Tyler', 54: 'Yakov', 55: 'Aidan', 56: 'Yitzchok', 57: 'Asher', 58: 'Theodore', 59: 'Peter', 60: 'Solomon', 61: 'Zev', 62: 'Nathaniel', 63: 'Yaakov', 64: 'Shmuel', 65: 'Shulem', 66: 'Tzvi', 67: 'Levi', 68: 'Jayden', 69: 'Mohamed', 70: 'Cole', 71: 'Sean', 72: 'Sam', 73: 'Victor', 74: 'Omar', 75: 'Steven', 76: 'Moses', 77: 'Shia', 78: 'Usher', 79: 'Nicolas', 80: 'Yechiel', 81: 'Shaya', 82: 'Wyatt', 83: 'Tristan', 84: 'Louis', 85: 'Yehoshua', 86: 'Sholom', 87: 'Yoel', 88: 'Rocco', 89: 'Xavier', 90: 'Yitzchak', 91: 'Shea', 92: 'Spencer', 93: 'Zalmen', 94: 'Yida', 95: 'Yousef', 96: 'Youssef', 97: 'Yonah'}"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "TDZ-6HJGjtm9"
},
"outputs": [],
"source": [
"def update_year(names, new_names, year):\n",
" \"\"\"\n",
" Return a dictionary with names updated\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"def safe_rank_per_year(names, pos, year):\n",
" \"\"\"\n",
" Return the element in position pos for that year\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()\n",
"\n",
"\n",
"import re\n",
"def find_names_year(names, pattern, year):\n",
" \"\"\"\n",
" Return the names with a pattern for that year\n",
" \"\"\"\n",
" # YOUR CODE HERE\n",
" raise NotImplementedError()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "5TcLnb2jjtm-",
"outputId": "9403a3eb-477c-4671-8bd6-bfeb3b42c0b0"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"97\n",
"0\n",
"Not found\n",
"Jack\n",
"Not found\n",
"Position must me greater than zero\n",
"Year not found\n",
"[(7, 'James'), (8, 'Jacob'), (9, 'Jack'), (33, 'Jackson')]\n"
]
}
],
"source": [
"my_names = update_year(boy_names, names_2011, 2011)\n",
"\n",
"print(len(my_names[2011]))\n",
"\n",
"print(len(my_names[2012]))\n",
"\n",
"print(safe_rank_per_year(my_names, 180, 2011))\n",
"print(safe_rank_per_year(my_names, 10, 2011))\n",
"print(safe_rank_per_year(my_names, 10, 2012))\n",
"print(safe_rank_per_year(my_names, 0, 2012))\n",
"\n",
"print(find_names_year(my_names, \"Sha\", 2012))\n",
"print(find_names_year(my_names, \"Ja\", 2013))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
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"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.3"
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"colab": {
"provenance": []
}
},
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