{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv(\"person_info.csv\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can find the data here: https://github.com/lizhouf/oscr2019/blob/master/person_info.csv" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | first_name | \n", "last_name | \n", "birthday | \n", "age | \n", "state | \n", "address | \n", "City | \n", "phone | \n", "car_1 | \n", "gpa | \n", "year | \n", "class_of | \n", "online_signiture | \n", "|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Carol | \n", "Davis | \n", "9/29/1996 | \n", "23 | \n", "Illinois | \n", "1674 Carolyns Circle | \n", "Burr Ridge, Illinois(IL), 60527 | \n", "312-295-1941 | \n", "curt1995@gmail.com | \n", "6ZUA618 | \n", "2.85 | \n", "1 | \n", "2022 | \n", "Don't aim for success if you want it just do w... | \n", "
1 | \n", "Bruno | \n", "Horan | \n", "6/11/1995 | \n", "24 | \n", "California | \n", "1561 Still Street | \n", "San Diego, California(CA), 92111 | \n", "858-449-3324 | \n", "guadalupe1974@yahoo.com | \n", "982KRK | \n", "3.47 | \n", "2 | \n", "2021 | \n", "In any investment, you expect to have fun and ... | \n", "
2 | \n", "William | \n", "Moody | \n", "2/27/1997 | \n", "22 | \n", "Illinois | \n", "541 Jade wood Drive | \n", "Arlington Heights, Illinois(IL), 60004 | \n", "979-614-4038 | \n", "roosevelt.fee@hotmail.com | \n", "PS9-S917 | \n", "2.78 | \n", "2 | \n", "2021 | \n", "It's not my fault that people don't appreciate... | \n", "
3 | \n", "Robin | \n", "Steel | \n", "8/3/1989 | \n", "57 | \n", "Texas | \n", "1674 Caroly ns Circle | \n", "Josephine, Texas(TX), 75173 | \n", "214-694-7864 | \n", "lloyd2009@hotmail.com | \n", "na | \n", "4.33 | \n", "4 | \n", "2019 | \n", "The press is the hired agent of a monied system | \n", "
4 | \n", "Michelle | \n", "Roberts | \n", "7/17/1995 | \n", "24 | \n", "Oregon | \n", "1372 Gateway Road | \n", "Portland, Oregon(OR), 97217\\n\\n | \n", "503-283-2255 | \n", "ben1972@gmail.com | \n", "6XNK620 | \n", "3.75 | \n", "NaN | \n", "2019 | \n", "I am desperate for change - now - not in 8 yea... | \n", "
5 | \n", "June | \n", "Sneed | \n", "3/27/2000 | \n", "19 | \n", "Arizona | \n", "2411 Clarksburg Park Road | \n", "Phoenix, Arizona(AZ), 85003 | \n", "256-286-5628 | \n", "kathlyn_runolf@yahoo.com | \n", "NaN | \n", "3.60 | \n", "Jr | \n", "2021 | \n", "Civilization is the progress toward a society ... | \n", "
6 | \n", "Curtis | \n", "Campbell | \n", "3/15/1991 | \n", "28 | \n", "Idahol | \n", "2760 Science Center Drive | \n", "Pocatello, Idaho(ID), 83201 | \n", "979-614-4038 | \n", "justen_schust@yahoo.com | \n", "PS9-S917 | \n", "2.32 | \n", "3 | \n", "2020 | \n", "I have an incredible amount of basketball know... | \n", "
7 | \n", "Dorothy | \n", "Schott | \n", "1/2/1997 | \n", "21 | \n", "California | \n", "2742 Sunny Day Drive | \n", "Santa Ana, California(CA), 92770 | \n", "501-281-4074 | \n", "megane_purd1@hotmail.com | \n", "NaN | \n", "3.93 | \n", "NaN | \n", "2020 | \n", "A lawyer with his briefcase can steal more tha... | \n", "
8 | \n", "Mae | \n", "Skinner | \n", "3/16/1995 | \n", "24 | \n", "Pennsylvania | \n", "NaN | \n", "Newark, Pennsylvania(PA), 19714 | \n", "501-334-8502 | \n", "enrique.berni@gmail.com | \n", "WCE-2823 | \n", "3.85 | \n", "3 | \n", "2020 | \n", "When humor can be made to alternate with melan... | \n", "
9 | \n", "David | \n", "Victoria | \n", "8/2/1996 | \n", "23 | \n", "Maine | \n", "3327 Chipmunk Lane | \n", "Harpswell, Maine(ME), 04079 | \n", "207-570-1895 | \n", "carolina1977@hotmail.com | \n", "VDS-5639 | \n", "1.74 | \n", "S | \n", "2021 | \n", "The difference between a beautifully made fail... | \n", "