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Copy pathOutput.txt
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1098 lines (1079 loc) · 103 KB
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[1] "#1. Show the first 10 rows and the last 10 rows."
id gender dob zipcode employment_status education marital_status children ancestry
1 Amelia Nixon female 1944-03-09 89136 retired bachelors married 1 Portugal
2 Clara Hicks female 1966-07-02 94105 employed phd/md married 4 Sweden
3 Mason Brown male 1981-05-31 89127 employed masters married 2 Germany
4 Michael Rice male 1945-02-13 44101 retired bachelors married 2 Denmark
5 Eleanor Ritter female 1939-09-03 89136 retired masters married 3 Austria
6 Sofia Wise female 1956-10-16 94105 unemployed highschool married 2 Austria
7 Nevaeh Perry female 1946-09-30 60612 retired phd/md married 0 Hungary
8 Addison Combs female 1963-01-17 43221 employed bachelors married 2 Ireland
9 Ashley Wilson female 1946-10-21 89127 retired masters single 2 Austria
10 Levi Burns male 1958-01-31 43210 employed highschool married 7 Ukraine
avg_commute daily_internet_use disease
1 13.38 2.53 hypertension
2 15.16 6.77 endometriosis
3 23.60 3.63 prostate cancer
4 19.61 5.00 multiple sclerosis
5 36.55 7.75 skin cancer
6 48.68 3.34 Alzheimer's disease
7 30.92 6.75 kidney disease
8 20.47 3.01 breast cancer
9 39.13 4.12 Alzheimer's disease
10 37.69 3.15 HIV/AIDS
id gender dob zipcode employment_status education marital_status children ancestry
1991 Diego Hardin male 1949-05-14 10001 retired bachelors single 1 Poland
1992 Jayden Craig male 1953-02-02 89127 employed bachelors married 5 Sweden
1993 Zoey Green female 1972-12-20 60612 unemployed highschool single 4 Russia
1994 Mia Acosta female 1950-04-15 94105 unemployed bachelors married 4 Belgium
1995 Tyler Holland male 1956-09-21 44101 retired highschool married 0 Finland
1996 Ethan Johnson male 1942-04-13 89127 retired masters married 1 Switzerland
1997 Natalia Dominguez female 1963-05-10 60612 unemployed highschool married 4 Denmark
1998 Joseph Zuniga male 1965-07-12 94110 employed bachelors married 2 Russia
1999 Daniel Murphy male 1926-08-10 90015 retired bachelors married 3 Finland
2000 Samuel Harris male 1948-11-22 43210 retired bachelors married 5 Scotland
avg_commute daily_internet_use disease
1991 35.12 4.57 hypertension
1992 18.11 4.97 prostate cancer
1993 28.50 7.08 diabetes
1994 24.46 6.69 kidney disease
1995 25.07 5.78 HIV/AIDS
1996 28.48 5.88 heart disease
1997 21.09 5.92 gastritis
1998 30.80 4.91 hypertension
1999 37.56 2.69 prostate cancer
2000 49.34 4.77 hypertension
[1] "#2. Using Date of Birth attribute, extracts the gender, average commuting time, and ancestry data for the oldest three."
gender avg_commute ancestry
981 male 28.38 Poland
218 female 36.27 Poland
89 male 39.44 Sweden
[1] "#3. Identifies the gender, daily internet use, average commute time, ancestry,and diseases among those with more than two children."
gender daily_internet_use avg_commute ancestry disease
2 female 6.77 15.16 Sweden endometriosis
5 female 7.75 36.55 Austria skin cancer
10 male 3.15 37.69 Ukraine HIV/AIDS
12 female 2.65 24.20 Netherlands multiple sclerosis
13 male 2.52 49.61 Ireland hypertension
15 female 7.41 33.01 Ireland heart disease
20 male 7.25 27.93 Portugal hypertension
26 male 1.44 27.98 Portugal skin cancer
30 male 7.69 40.44 Ireland gastritis
32 male 5.25 26.40 France kidney disease
37 female 6.32 40.02 Finland HIV/AIDS
38 male 1.82 37.84 England hypertension
39 male 6.62 29.74 Scotland prostate cancer
49 female 3.78 19.20 Switzerland hypertension
50 male 2.46 35.44 Switzerland prostate cancer
59 female 3.67 36.73 Netherlands Alzheimer's disease
62 female 4.08 44.45 Ireland kidney disease
64 male 5.24 26.51 Spain HIV/AIDS
69 male 5.19 35.77 Poland diabetes
75 male 3.70 36.65 Sweden diabetes
76 male 5.55 33.71 Spain Alzheimer's disease
77 female 4.02 9.10 Ukraine Alzheimer's disease
79 female 1.76 27.52 France Alzheimer's disease
89 male 6.64 39.44 Sweden hypertension
95 female 6.15 35.73 Austria kidney disease
96 male 4.49 34.69 Austria skin cancer
97 female 5.00 37.79 Denmark multiple sclerosis
98 female 4.51 24.17 Belgium heart disease
100 female 7.66 29.97 Russia breast cancer
106 male 4.29 25.87 Sweden Alzheimer's disease
107 male 5.13 38.73 Scotland HIV/AIDS
108 male 3.57 41.08 Germany kidney disease
111 female 1.40 11.25 Sweden kidney disease
114 female 5.91 40.85 France kidney disease
118 male 5.29 28.02 Portugal kidney disease
119 male 6.93 30.68 Poland skin cancer
120 male 4.17 32.40 Spain skin cancer
125 female 3.70 48.61 Poland Alzheimer's disease
130 female 5.13 39.93 Spain hypertension
131 female 4.53 38.67 Scotland hypertension
132 male 5.63 27.78 France gastritis
135 male 5.38 44.29 Ukraine skin cancer
140 female 6.22 38.42 Germany breast cancer
141 female 4.93 42.41 Spain Alzheimer's disease
144 female 6.01 30.36 Belgium Alzheimer's disease
145 male 6.77 31.70 Sweden kidney disease
147 male 4.33 38.13 Austria prostate cancer
150 female 6.05 34.17 Russia multiple sclerosis
154 female 5.14 33.60 Poland breast cancer
159 female 5.38 43.59 France kidney disease
162 male 4.83 29.66 Finland multiple sclerosis
163 female 5.47 34.16 Hungary hypertension
164 female 4.09 21.68 Belgium Alzheimer's disease
170 male 5.13 40.17 Scotland skin cancer
172 female 5.88 40.24 Sweden skin cancer
174 male 3.91 52.57 Netherlands heart disease
181 male 5.20 51.11 Ireland multiple sclerosis
185 male 3.39 46.54 Poland Alzheimer's disease
188 female 4.46 4.78 Denmark HIV/AIDS
194 female 5.03 34.99 Austria hypertension
200 male 5.29 29.86 Sweden gastritis
207 female 1.82 37.83 Switzerland endometriosis
216 male 6.15 28.46 Portugal diabetes
217 female 6.38 37.12 Russia kidney disease
218 female 4.93 36.27 Poland breast cancer
230 male 4.87 19.63 Sweden prostate cancer
232 male 3.73 24.32 Netherlands prostate cancer
233 female 5.39 38.90 Switzerland endometriosis
235 male 7.62 6.47 Italy Alzheimer's disease
236 female 4.39 13.52 Spain kidney disease
238 male 3.95 42.19 Sweden multiple sclerosis
240 female 5.96 25.82 Hungary heart disease
243 female 5.54 43.33 France endometriosis
244 male 5.06 35.97 Italy heart disease
245 female 4.50 16.05 Denmark Alzheimer's disease
250 female 2.97 36.96 Portugal schizophrenia
252 female 6.94 34.57 Spain Alzheimer's disease
259 male 5.34 26.01 Netherlands skin cancer
263 male 7.49 51.67 France diabetes
264 male 6.60 34.88 Scotland prostate cancer
265 male 2.99 26.00 Scotland hypertension
269 female 6.48 28.92 Belgium hypertension
272 female 3.14 27.76 Ukraine gastritis
275 male 5.73 51.09 Spain prostate cancer
279 male 5.82 25.76 Belgium prostate cancer
281 male 5.45 33.81 Ireland prostate cancer
284 female 6.59 37.07 Finland Alzheimer's disease
285 male 2.34 26.88 Poland heart disease
287 male 3.44 35.39 Czech Republic skin cancer
288 male 6.45 6.25 Poland prostate cancer
289 female 7.13 44.80 Finland hypertension
293 male 3.00 32.50 England kidney disease
294 female 5.02 38.27 Belgium breast cancer
295 male 1.71 23.50 Czech Republic prostate cancer
300 female 2.82 41.48 Czech Republic hypertension
301 male 3.48 31.27 Italy kidney disease
303 male 5.97 18.17 France Alzheimer's disease
304 male 4.43 23.78 Netherlands skin cancer
305 male 7.47 42.91 France Alzheimer's disease
310 female 5.67 13.06 Portugal Alzheimer's disease
312 female 3.43 33.45 Sweden skin cancer
313 male 4.82 42.43 Ireland diabetes
317 female 4.48 21.78 Portugal breast cancer
322 female 5.00 30.11 Belgium hypertension
324 male 3.63 22.66 Hungary multiple sclerosis
328 female 2.63 16.79 Austria diabetes
330 female 6.91 19.64 Ukraine skin cancer
332 male 6.08 45.62 Switzerland Alzheimer's disease
335 female 5.80 41.32 Hungary breast cancer
336 female 5.11 38.87 Poland hypertension
346 male 4.58 19.19 Portugal prostate cancer
350 male 4.55 29.35 Denmark Alzheimer's disease
351 male 5.10 24.72 France skin cancer
352 male 5.78 36.42 Scotland prostate cancer
353 male 4.08 37.50 Austria gastritis
355 female 4.39 8.15 Scotland heart disease
356 female 5.99 15.75 Russia skin cancer
357 female 2.37 27.40 Poland heart disease
362 male 5.61 34.51 Scotland Alzheimer's disease
367 male 3.87 40.26 Denmark diabetes
369 male 4.58 25.86 Belgium hypertension
373 male 1.80 30.84 Austria diabetes
376 female 4.59 48.00 Russia breast cancer
381 male 7.94 41.68 Russia diabetes
384 male 5.06 39.91 Switzerland hypertension
385 female 6.31 30.37 Ireland skin cancer
386 male 5.07 9.78 Portugal prostate cancer
388 male 3.62 34.90 France skin cancer
389 female 6.82 38.46 Poland skin cancer
390 female 5.39 40.37 Italy breast cancer
391 male 5.94 47.04 Scotland Alzheimer's disease
393 female 6.54 24.28 Sweden multiple sclerosis
397 male 3.59 35.29 Russia Alzheimer's disease
398 male 5.38 31.73 France heart disease
399 female 6.21 35.96 Germany hypertension
400 female 1.95 29.82 Austria diabetes
404 female 2.08 25.67 Czech Republic endometriosis
405 female 3.69 37.51 Hungary schizophrenia
407 male 7.19 19.10 Spain prostate cancer
411 male 3.77 32.87 Spain HIV/AIDS
415 female 4.44 23.92 France Alzheimer's disease
419 male 6.15 28.55 Denmark hypertension
430 male 5.41 36.59 Poland kidney disease
432 male 5.38 49.71 Belgium Alzheimer's disease
435 female 1.39 35.31 Belgium HIV/AIDS
442 female 5.55 42.01 Hungary Alzheimer's disease
445 female 6.30 35.37 Netherlands heart disease
447 female 3.85 21.37 Ireland diabetes
448 female 6.75 44.27 Denmark breast cancer
449 male 4.09 35.47 France Alzheimer's disease
450 female 6.55 37.76 Sweden skin cancer
451 male 4.81 15.75 Denmark gastritis
453 male 3.70 31.77 Hungary skin cancer
454 male 4.26 20.04 Portugal prostate cancer
456 female 5.56 20.33 Austria breast cancer
457 male 2.94 13.42 Russia prostate cancer
460 male 5.25 35.14 Ukraine hypertension
461 female 4.47 27.98 Hungary hypertension
463 male 5.17 26.17 Portugal HIV/AIDS
465 male 6.59 24.90 Sweden Alzheimer's disease
466 female 4.79 17.22 Netherlands Alzheimer's disease
467 female 6.00 31.51 Austria heart disease
476 male 4.32 41.85 Ukraine skin cancer
477 male 3.43 30.98 Spain kidney disease
479 male 3.91 34.55 Netherlands prostate cancer
490 male 3.90 35.77 Hungary hypertension
493 female 5.01 31.66 England skin cancer
496 male 5.62 35.13 Scotland kidney disease
500 male 6.12 32.68 Russia gastritis
501 male 5.08 36.47 England gastritis
504 female 5.83 39.81 Scotland Alzheimer's disease
506 male 5.94 42.58 Czech Republic prostate cancer
509 male 6.35 27.78 Austria gastritis
514 male 4.01 26.18 Switzerland multiple sclerosis
515 male 4.88 32.69 Czech Republic skin cancer
516 male 5.67 26.69 Poland diabetes
517 female 4.04 12.84 Switzerland Alzheimer's disease
520 female 4.53 22.72 Scotland breast cancer
523 male 5.45 27.42 Ukraine hypertension
528 female 4.91 20.22 Ukraine kidney disease
531 female 3.88 21.00 Czech Republic hypertension
533 male 6.82 24.93 Finland heart disease
534 female 4.46 14.34 Ireland multiple sclerosis
536 male 5.15 31.21 Scotland prostate cancer
539 male 3.81 34.10 Spain Alzheimer's disease
540 female 4.35 27.94 Scotland kidney disease
541 male 6.45 29.23 Germany prostate cancer
542 male 5.43 34.09 Netherlands Alzheimer's disease
543 male 4.45 30.31 Scotland Alzheimer's disease
544 male 6.18 24.47 Poland skin cancer
551 female 5.94 16.91 Poland kidney disease
556 male 3.05 22.53 France diabetes
557 male 6.98 26.01 Ireland prostate cancer
558 male 2.27 33.39 France multiple sclerosis
559 male 7.68 31.80 Switzerland schizophrenia
564 female 4.73 35.61 England hypertension
579 male 2.44 23.73 Czech Republic multiple sclerosis
583 male 5.80 28.62 Belgium prostate cancer
584 male 5.18 34.00 Netherlands HIV/AIDS
585 female 3.78 37.55 Italy breast cancer
[ reached 'max' / getOption("max.print") -- omitted 477 rows ]
[1] "#4. Using a table , indicate the number of rows that have any missing value and the number that do not."
FALSE TRUE
2000 0
[1] "#5. Provide a summary of the data for each column, showing \"Min, 1st Qu,Median Mean, 3rd Qu and Max\" for each numerical column and the Number of each Category for categorical data."
[1] "id"
Aaliyah Blair Aaliyah Boyd Aaliyah Grimes Aaliyah Gutierrez Aaliyah Perez
1 1 1 1 1
Aaliyah Wilkinson Aaliyah Williams Aaron Becker Aaron Burgess Aaron Chan
1 1 1 1 1
Aaron Dawson Aaron Hall Aaron Mcdaniel Aaron Mcknight Aaron Meyers
1 1 1 1 1
Aaron Shelton Aaron Watts Abigail Brown Abigail Carey Abigail Edwards
1 1 1 1 1
Abigail Fernandez Abigail Hall Abigail Harper Abigail Henry Abigail Higgins
1 1 1 1 1
Abigail Ibarra Abigail Mclaughlin Abigail Rodgers Abigail Rodriguez Abigail Ryan
1 1 1 1 1
Abigail Santiago Abigail Smith Abigail White Abraham Cross Abraham Rivera
1 1 1 1 1
Adalyn Adams Adalyn Atkinson Adalynn Brown Adalynn Hale Adalynn Hawkins
1 1 1 1 1
Adalynn Waters Adam Booker Adam Bowman Adam Braun Adam Parker
1 1 1 1 1
Adam Peterson Adam Rice Adam Strickland Adam Sullivan Adam Thompson
1 1 1 1 1
Addison Anderson Addison Bell Addison Castro Addison Combs Addison Gomez
1 1 1 1 1
Addison Jones Addison Ramos Addison Schwartz Addison Smith Addison Spears
1 1 1 1 1
Addison Walker Addison Williams Adeline Chandler Adeline Long Adeline Miller
1 1 1 1 1
Adrian Beard Adrian Montgomery Adrian Morgan Adrian Smith Adrian Villa
1 1 1 1 1
Adriana Hutchinson Adriana Schwartz Adriana Stewart Adriana Wiggins Aidan Bruce
1 1 1 1 1
Aidan Gonzales Aidan Jones Aidan Webb Aiden Banks Aiden Bowman
1 1 1 1 1
Aiden Davis Aiden Gallagher Aiden Galvan Aiden Hines Aiden May
1 1 1 1 1
Aiden Romero Aiden Thomas Alaina Hunt Alan Adams Alan Jackson
1 1 1 1 1
Alan Jones Alan Park Alana Anderson Alana Weaver Alejandro Ball
1 1 1 1 1
Alejandro Ward Alex Cruz Alex Luna Alex Reyes Alex Rose
1 1 1 1 1
Alexa Coleman Alexa Preston Alexa Wallace Alexander Anderson Alexander Gonzalez
1 1 1 1 1
Alexander Guerra Alexander Hendricks Alexander Henry Alexander Herrera Alexander Hicks
1 1 1 1 1
Alexander Mcdowell Alexander Mitchell Alexander Moore Alexander Perry Alexander Wise
1 1 1 1 1
Alexandra Guerra Alexandra Hernandez Alexandra Young Alexis Carpenter Alexis Higgins
1 1 1 1 1
Alexis Thomas Alexis Welch Alice Allen Alice Arroyo Alice Coleman
1 1 1 1 1
Alice Proctor Alice Snow Alice Taylor Aliyah Jones Aliyah Vega
1 1 1 1 1
Allison Delgado Allison Evans Allison Harper Allison Hart Allison Hernandez
1 1 1 1 1
Allison Howard Allison Lopez Allison Perkins Alyssa Arnold Alyssa Foster
1 1 1 1 1
Alyssa Jones Alyssa Meyer Alyssa Miller Alyssa Walls Amelia Bryant
1 1 1 1 1
Amelia Foley Amelia Garcia Amelia Gardner Amelia Mitchell Amelia Nixon
1 1 1 1 1
Amelia Oconnor Amelia Robinson Amelia Smith Amelia Thompson Amelia Vazquez
1 1 1 1 1
Amelia Warren Amy Carpenter Amy Herring Amy Montgomery Amy Randall
1 1 1 1 1
Andrea Vargas Andrew Dalton Andrew Davis Andrew Johnson Andrew Moyer
1 1 1 1 1
Andrew Porter Andrew Shaw Andrew Washington Andrew Webb Andrew White
1 1 1 1 1
Andrew Woodward Angel Conley Angel Guzman Angel Parker Angel Pruitt
1 1 1 1 1
Angela Atkins Angela Frazier Angelina Hogan Anna Castro Anna Hall
1 1 1 1 1
Anna Jacobson Anna Silva Anna Simon Anna Wagner Annabelle Carrillo
1 1 1 1 1
Annabelle Kelly Annabelle Russell Anthony Byrd Anthony Castillo Anthony Cordova
1 1 1 1 1
Anthony Frank Anthony Horn Anthony Matthews Anthony Smith Anthony Thomas
1 1 1 1 1
Anthony Villa Antonio Mcknight Antonio Nielsen Aria Fleming Aria Gonzalez
1 1 1 1 1
Aria Hill Aria Jones Aria Maxwell Aria Moore Aria Wong
1 1 1 1 1
Ariana Campbell Ariana Cunningham Ariana Davis Ariana Kim Ariana Miller
1 1 1 1 1
Ariana Rogers Ariana Smith Arianna Fleming Arianna Fuller Arianna Moore
1 1 1 1 1
Arianna Taylor Arianna Wolfe Ariel Lewis Ariel Mason Asher Allen
1 1 1 1 1
Asher Fry Asher Martin Asher Rivera Asher Silva Asher Thompson
1 1 1 1 1
Asher White Ashley Bailey Ashley Gould Ashley Petersen Ashley Wilson
1 1 1 1 1
Ashton Chapman Ashton Martin Aubree Barron Aubree Bautista Aubree Gray
1 1 1 1 1
Aubree Howell Aubree Navarro Aubree Willis Aubrey Bates Aubrey Clarke
1 1 1 1 1
Aubrey Davis Aubrey Gray Aubrey Lee Aubrey Lucas Aubrey Macdonald
1 1 1 1 1
Aubrey Macias Aubrey Parsons Aubrey Pugh Aubrey Rodriguez Audrey Bates
1 1 1 1 1
Audrey Buck Audrey Castro Audrey Johnson Audrey Oconnell Audrey Williamson
1 1 1 1 1
Aurora Elliott Aurora Schroeder Austin Becker Austin Carey Austin Harris
1 1 1 1 1
Austin Holmes Austin Johnson Autumn Arnold Autumn Guzman Autumn Munoz
1 1 1 1 1
Autumn Ortiz Autumn Stevenson Autumn Young Ava Gardner Ava Gonzales
1 1 1 1 1
Ava Johnson Ava Kemp Ava Mills Ava Moyer Ava Nichols
1 1 1 1 1
Ava Richardson Ava Roth Ava Tucker Avery Abbott Avery Barker
1 1 1 1 1
Avery Chan Avery Dean Avery Johnson Avery Lambert Avery Lowery
1 1 1 1 1
Avery Marquez Avery Mora Avery Pope Avery Rice Avery Shaffer
1 1 1 1 1
Avery Wagner Axel Santos Ayden Cooper Ayden Gibson Ayden Jennings
1 1 1 1 1
Ayden Ray Ayden Rodgers Ayden Rush Ayden Wilson Bailey King
1 1 1 1 1
Bailey Morgan Bailey Morris Bella Bennett Bella Dixon Bella Herman
1 1 1 1 1
Bella Martinez Bella Sanchez Bella Small Benjamin Ali Benjamin Gomez
1 1 1 1 1
Benjamin Keller Benjamin Kelly Benjamin Nelson Benjamin Patton Benjamin Ramirez
1 1 1 1 1
Benjamin Smith Bennett Harris Bennett Jones Bentley Clayton Bentley Hall
1 1 1 1 1
Bentley Rogers Bentley Thomas Bentley Wilson Blake Brown Blake Hess
1 1 1 1 1
Blake Hunter Blake Liu Blake Melendez Blake Perez Brady Braun
1 1 1 1 1
Brady Durham Brady Pratt Brandon Gonzalez Brandon Hamilton Brandon Henderson
1 1 1 1 1
Brandon Joseph Brandon Montoya Brandon Reed Brandon Williams Brantley Andrews
1 1 1 1 1
Brantley White Braxton Herrera Braxton Jones Brayden Blackwell Brayden Johnston
1 1 1 1 1
Brayden Phillips Brayden Roberts Brayden Serrano Brayden Wong Brian Nelson
1 1 1 1 1
Brian Robinson Brianna Anderson Brianna Brown Brianna Franklin Brianna Obrien
1 1 1 1 1
Brianna Olsen Brianna Rivera Brianna Robbins Brielle Gonzales Brielle Mason
1 1 1 1 1
Brody Butler Brody Odonnell Brooke Keller Brooke Koch Brooklyn Dennis
1 1 1 1 1
Brooklyn Hays Brooklyn Johnson Brooklyn Lloyd Brooklyn Marks Brooklyn Mcclain
1 1 1 1 1
Brooklyn Moore Brooklyn Roman Brooklyn Walker Brooklyn White Brooklynn Baker
1 1 1 1 1
Bryan Dickerson Bryce Graham Bryce Johnson Bryson Acosta Bryson Davis
1 1 1 1 1
Bryson Fox Bryson Lopez Caden Jacobson Caleb Crane Caleb Davis
1 1 1 1 1
Caleb Douglas Caleb Harris Caleb Johnson Caleb Kelly Caleb Kennedy
1 1 1 1 1
Caleb Koch Caleb Larson Caleb Lynch Caleb Mcconnell Caleb Schultz
1 1 1 1 1
Caleb Smith Caleb Vance Caleb Vargas Caleb Wallace Calvin Ward
1 1 1 1 1
Camden Davis Camden Vincent Camden Wolfe Cameron Garcia Cameron Medina
1 1 1 1 1
Cameron Singh Cameron Tran Cameron Williams Camila Freeman Camila Kennedy
1 1 1 1 1
Camila Lamb Carlos Bass Carlos Cunningham Carlos Smith Caroline Adams
1 1 1 1 1
Caroline Bell Caroline Roberts Caroline Sanchez Caroline Sanders Caroline Shaffer
1 1 1 1 1
Caroline Sweeney Caroline Williams Carson Allen Carson Brown Carson Quinn
1 1 1 1 1
Carson Tucker Carter Adams Carter Anderson Carter Bell Carter Copeland
1 1 1 1 1
Carter Garner Carter Parsons Catherine Mcdonald Catherine Mullins Catherine Perkins
1 1 1 1 1
Catherine Phillips Cayden Holland Charles Johnson Charles Parrish Charles Roberts
1 1 1 1 1
Charles Silva Charles Whitney Charles Wood Charlotte Johnson Charlotte Patel
1 1 1 1 1
Charlotte Strong Charlotte Thompson Chase Garrett Chase Roberts Chloe Cooper
1 1 1 1 1
Chloe Estrada Chloe Salinas Chloe Sampson Christian Alvarado Christian Collins
1 1 1 1 1
Christian Green Christian King Christian Krause Christian Lopez Christian Mack
1 1 1 1 1
Christopher Aguilar Christopher Boyd Christopher Burton Christopher Hernandez Christopher Holloway
1 1 1 1 1
Christopher Johnson Christopher Li Christopher Reeves Christopher Robertson Christopher Scott
1 1 1 1 1
Christopher Simmons Christopher Stephens Christopher Sullivan Claire Bates Claire Mueller
1 1 1 1 1
Claire Riley Clara Carter Clara Hicks Clara Ortiz Clara Ray
1 1 1 1 1
Clara Rodriguez Cole Austin Cole Dalton Cole Richard Colin Harding
1 1 1 1 1
Colin Jones Colin Kelly Colin Wise Colton Hodges Colton Khan
1 1 1 1 1
Colton Lamb Colton Meyers Colton Odom Colton Powell Connor Aguirre
1 1 1 1 1
Connor Crane Connor Delgado Connor Glass Connor Johnson Connor Levine
1 1 1 1 1
Connor Mcdonald Connor Reyes Connor Roach Connor Salazar Connor Schultz
1 1 1 1 1
Cooper Ho Cooper Melendez Cooper Ramos Cora Ochoa Cora Sheppard
1 1 1 1 1
Daisy Fields Daisy Ford Daisy James Damian Elliott Damian Holmes
1 1 1 1 1
Damian Miller Damian Webster Daniel Carey Daniel Day Daniel Ellis
1 1 1 1 1
Daniel Espinoza Daniel Fernandez Daniel Holmes Daniel Murphy Daniel Norman
1 1 1 1 1
Daniel Peterson Daniel Rodriguez Daniel Sanchez Daniel Wilson David Cole
1 1 1 1 1
David Dennis David Fleming David Hurley David Johnston David Lewis
1 1 1 1 1
David Love David Williams David Wright Declan Holt Declan Johnson
1 1 1 1 1
Declan Patel Declan Tran Delilah Clark Delilah Smith Destiny Suarez
1 1 1 1 1
Devin Barnes Devin Burns Devin Thompson Diego Hardin Dominic Berry
1 1 1 1 1
Dominic Vazquez Dylan Ayala Dylan Barnes Dylan Copeland Dylan Diaz
1 1 1 1 1
Dylan Duncan Dylan Garcia Dylan Golden Dylan Moses Dylan Smith
1 1 1 1 1
Dylan Underwood Easton Dickerson Easton Dixon Easton Frank Eden Jackson
1 1 1 1 1
Edward Stewart Eleanor Flores Eleanor Hicks Eleanor Hogan Eleanor Jimenez
1 1 1 1 1
Eleanor Long Eleanor Ritter Eleanor Simmons Eleanor Stewart Eleanor Valentine
1 1 1 1 1
Eleanor Willis Elena Cruz Elena Jones Elena Morrison Elena Proctor
1 1 1 1 1
Eli Glover Eli Reyes Eli Salinas Eli Taylor Eli Williams
1 1 1 1 1
Eli Wilson Eli Wright Eliana Johnston Eliana Kelley Eliana Stephenson
1 1 1 1 1
Eliana Walker Elias Davis Elias Montgomery Elias Vasquez Elias Walker
1 1 1 1 1
Elijah Anderson Elijah Bishop Elijah Dickson Elijah Harrison Elijah Miller
1 1 1 1 1
Elijah Odonnell Elijah Pearson Elijah Ramirez Elijah Reeves Elijah Robertson
1 1 1 1 1
Elijah Sanchez Elijah Stephenson Elijah Watson Elijah Watts Elise Barber
1 1 1 1 1
Elise Briggs Elise Ramirez Elise Ross Elizabeth Adams Elizabeth Ferguson
1 1 1 1 1
Elizabeth Holland Elizabeth Jackson Elizabeth Johnston Elizabeth Manning Elizabeth Mcdonald
1 1 1 1 1
Elizabeth Murphy Elizabeth Parker Elizabeth Sanchez Elizabeth White Elizabeth Yu
1 1 1 1 1
Ella Barnes Ella Burton Ella Cannon Ella Carlson Ella Frey
1 1 1 1 1
Ella Smith Ella Townsend Ella Vasquez Ella Wagner Ella Ward
1 1 1 1 1
Ellie Mccormick Ellie Mendoza Ellie Robinson Emery Manning Emilia Foster
1 1 1 1 1
Emilia Lynn Emilia Mullins Emily Brooks Emily Chavez Emily Collins
1 1 1 1 1
Emily Fowler Emily Gaines Emily Johnson Emily Long Emily Lowe
1 1 1 1 1
Emily Matthews Emily Peters Emily Robbins Emily Smith Emily Thompson
1 1 1 1 1
Emily Townsend Emily White Emma Baker Emma Blake Emma Chaney
1 1 1 1 1
Emma Cook Emma Cooper Emma Crosby Emma Dougherty Emma Gomez
1 1 1 1 1
Emma Grant Emma Jones Emma Nguyen Emma Reed Emma Richardson
1 1 1 1 1
Emma Thompson Emma Todd Emma Trujillo Emma White Emmanuel Brandt
1 1 1 1 1
Emmanuel Gray Emmanuel King Emmett Hamilton Eric Hunter Eric Lloyd
1 1 1 1 1
Eric Norton Ethan Bennett Ethan Huber Ethan Hughes Ethan Johnson
1 1 1 1 1
Ethan Martinez Ethan Michael Ethan Moore Ethan Robertson Ethan Rodgers
1 1 1 1 1
Ethan Rodriguez Ethan Ruiz Ethan Sanchez Ethan Shelton Ethan Woodward
1 1 1 1 1
Eva Cain Eva Evans Eva Harper Eva Mitchell Eva Moore
1 1 1 1 1
Eva Murphy Eva Newman Eva Reyes Evan Allen Evan Ball
1 1 1 1 1
Evan Cook Evan Morrow Evan Taylor Evelyn Adams Evelyn Baker
1 1 1 1 1
Evelyn Cooper Evelyn Moore Evelyn Tanner Evelyn Wilson Ezekiel Dunlap
1 1 1 1 1
Ezekiel Mitchell Ezekiel Woods Ezra Alvarado Ezra Fox Ezra Francis
1 1 1 1 1
Ezra Poole Ezra Thornton Faith Blanchard Faith Davis Faith Li
1 1 1 1 1
Faith Rivera Faith Turner Gabriel Allison Gabriel Benton Gabriel Espinoza
1 1 1 1 1
Gabriel Gentry Gabriel Hayes Gabriel Lopez Gabriel Rocha Gabriel Russo
1 1 1 1 1
Gabriel White Gabriel Wright Gabriella Anderson Gabriella Hernandez Gabriella Hill
1 1 1 1 1
Gabriella Johnson Gabriella Nichols Gabriella Ortiz Gabriella Soto Gabrielle Watson
1 1 1 1 1
Gage Bryant Gage Morrison Gage Silva Gage Stanley Gavin Davis
1 1 1 1 1
Gavin Harris Gavin Meadows Gavin Miller Gavin Moore Gavin Schneider
1 1 1 1 1
Gavin Strickland Gavin Wheeler Gavin Williams Genesis Ellis Genesis Riley
1 1 1 1 1
George Dunn George Stevens Gianna Archer Gianna Garcia Gianna Gilbert
1 1 1 1 1
Gianna Martin Gianna White Gianna Young Giovanni Anderson Giovanni Byrd
1 1 1 1 1
Giovanni Thomas Giovanni Valdez Giselle Conner Giselle Houston Grace Alexander
1 1 1 1 1
Grace Patrick Grace Wong Gracie Arnold Gracie Krueger Grant Brown
1 1 1 1 1
Grayson Carter Grayson Cortez Grayson Martin Grayson Rodgers Grayson Young
1 1 1 1 1
Greyson Holt Greyson Martinez Greyson Navarro Greyson Walsh Hadley Gonzalez
1 1 1 1 1
Hadley Jennings Hadley Kemp Hadley Martin Hadley Mccoy Hailey Cole
1 1 1 1 1
Hailey Contreras Hailey Fowler Hailey King Hailey Love Hailey Martinez
1 1 1 1 1
Hannah Bentley Hannah Brady Hannah Cook Hannah Jones Hannah Klein
1 1 1 1 1
Hannah Morales Hannah Owens Hannah Roberts Hannah Rowe Hannah Taylor
1 1 1 1 1
Hannah Underwood Harmony Brown Harmony Torres Harper Cole Harper Gonzalez
1 1 1 1 1
Harper Jackson Harper Johnson Harper Kennedy Harper King Harper Madden
1 1 1 1 1
Harper Nelson Harper Smith Harper Taylor Harper Wolfe Harrison Brennan
1 1 1 1 1
Harrison Walker Hayden Elliott Hayden Hurley Hazel James Hazel Lewis
1 1 1 1 1
Hazel Nash Hazel Porter Henry Cooper Henry Cunningham Henry Dunn
1 1 1 1 1
Henry Francis Henry Jensen Henry Pacheco Henry Stephens Henry Wagner
1 1 1 1 1
Hudson Obrien Hudson Pennington Hudson Simpson Hunter Bryant Hunter Carr
1 1 1 1 1
Hunter Mann Hunter Medina Hunter Morrison Hunter Tapia Hunter Williams
1 1 1 1 1
Ian Mckinney Ian Morales Ian Richmond Ian Williams Isaac Drake
1 1 1 1 1
Isaac Hawkins Isaac Hughes Isaac Rich Isaac Rodgers Isaac Rodriguez
1 1 1 1 1
Isaac Williams Isabel Morris Isabella Alvarado Isabella Ball Isabella Bennett
1 1 1 1 1
Isabella Brady Isabella Camacho Isabella Cisneros Isabella Clark Isabella Cox
1 1 1 1 1
Isabella Davis Isabella Delgado Isabella Diaz Isabella Hernandez Isabella Jensen
1 1 1 1 1
Isabella Jordan Isabella Kirk Isabella Lara Isabella Lee Isabella Maynard
1 1 1 1 1
Isabella Miller Isabella Norman Isabella Nunez Isabella Oconnell Isabella Perkins
1 1 1 1 1
Isabella Rogers Isabella Rollins Isabella Summers Isabella Thomas Isabella Williams
1 1 1 1 1
Isabelle Brock Isabelle Conrad Isabelle Holden Isabelle Williams Isaiah Bean
1 1 1 1 1
Isaiah Gonzales Isaiah Herring Isaiah James Isaiah Little Isaiah Rhodes
1 1 1 1 1
Isaiah Sloan Isla Smith Ivan Beard Ivan Lee Ivan Robinson
1 1 1 1 1
Ivy Freeman Izabella Miller Izabella Myers Izabella Peterson Jace Gonzales
1 1 1 1 1
Jack Davis Jack Gray Jack Harrison Jack Lindsey Jack Palmer
1 1 1 1 1
Jack Smith Jackson Alexander Jackson Anderson Jackson Bailey Jackson Garcia
1 1 1 1 1
Jackson Palmer Jackson Perez Jackson Schmidt Jackson Shannon Jackson Turner
1 1 1 1 1
Jacob Davis Jacob Elliott Jacob Evans Jacob Gallagher Jacob Galvan
1 1 1 1 1
Jacob Hancock Jacob Hernandez Jacob Jackson Jacob Montoya Jacob Peterson
1 1 1 1 1
Jacob Ramos Jacob Smith Jacob Warren Jacob Williams Jacob Young
1 1 1 1 1
Jade Harris Jade Miranda Jade Myers Jade Robinson Jade Smith
1 1 1 1 1
Jaden Chaney Jaden Martinez Jake Glover Jake Payne Jake Ruiz
1 1 1 1 1
James Austin James Barber James Baxter James Burgess James Harmon
1 1 1 1 1
James Hopkins James Logan James Lucero James Lutz James Marshall
1 1 1 1 1
James Moore James Nguyen James Roach James Ross James Scott
1 1 1 1 1
James Taylor James Williams Jameson Bender Jameson Wells Jase Estrada
1 1 1 1 1
Jase Robinson Jasmine Garcia Jasmine Hill Jasmine Lara Jasmine Wolf
1 1 1 1 1
Jason Brown Jason Burns Jason Martin Jason Osborne Jason Smith
1 1 1 1 1
Jason Walker Jaxon Miller Jaxon Morrison Jaxon Mullins Jaxon Smith
1 1 1 1 1
Jaxon Stanley Jaxon Walter Jaxson Brown Jaxson Parker Jaxson Simon
1 1 1 1 1
Jayce Cole Jayce Robbins Jayden Adams Jayden Craig Jayden Cummings
1 1 1 1 1
Jayden Foster Jayden Hawkins Jayden Miller Jayden Nichols Jayden Romero
1 1 1 1 1
[ reached getOption("max.print") -- omitted 1000 entries ]
[1] "gender"
female male
975 1025
[1] "dob"
1923-10-10 1924-03-28 1924-09-16 1924-10-23 1925-01-10 1925-09-17 1925-10-24 1925-10-28 1925-11-16 1926-01-10
1 1 1 1 1 1 1 1 1 1
1926-01-27 1926-04-15 1926-05-09 1926-05-25 1926-07-22 1926-08-10 1926-11-24 1926-11-26 1927-01-05 1927-05-01
1 1 1 1 1 1 1 1 1 1
1927-06-11 1927-08-16 1927-08-28 1927-10-26 1927-10-30 1927-11-28 1928-01-09 1928-01-18 1928-02-01 1928-06-14
1 1 1 1 1 1 1 1 1 1
1928-06-16 1928-07-08 1928-07-21 1928-08-12 1928-08-21 1928-09-07 1928-11-16 1928-11-22 1928-12-27 1929-01-12
1 1 1 1 1 1 1 1 1 1
1929-01-22 1929-03-10 1929-03-14 1929-03-21 1929-04-03 1929-06-08 1929-06-25 1929-08-12 1929-08-16 1929-08-23
1 1 1 1 1 1 1 1 1 1
1929-09-26 1929-10-19 1929-12-27 1930-01-08 1930-01-10 1930-01-15 1930-01-29 1930-02-16 1930-03-02 1930-03-25
1 1 1 1 1 1 1 1 1 1
1930-05-05 1930-05-07 1930-06-21 1930-07-02 1930-07-07 1930-07-11 1930-10-26 1930-11-02 1930-12-09 1930-12-17
1 1 1 1 1 1 1 1 1 1
1930-12-20 1931-01-10 1931-02-28 1931-04-10 1931-05-21 1931-05-25 1931-06-01 1931-06-29 1931-07-01 1931-07-24
1 1 1 1 1 1 1 1 1 1
1931-07-26 1931-09-22 1931-10-06 1931-10-26 1931-11-08 1931-11-17 1931-12-24 1932-02-14 1932-03-22 1932-04-10
1 1 1 1 1 1 2 1 1 2
1932-04-15 1932-04-22 1932-05-07 1932-05-18 1932-06-01 1932-06-02 1932-06-04 1932-06-15 1932-06-22 1932-07-02
1 1 1 1 1 1 1 1 1 1
1932-07-16 1932-08-22 1932-09-13 1932-09-19 1932-09-23 1932-10-03 1932-10-11 1932-10-14 1932-10-15 1932-10-20
1 1 1 1 1 1 1 1 2 1
1932-10-22 1932-11-16 1932-12-03 1932-12-17 1933-01-19 1933-01-30 1933-02-09 1933-02-21 1933-03-19 1933-03-27
1 1 1 1 1 1 1 1 1 1
1933-04-09 1933-05-24 1933-05-30 1933-06-03 1933-06-10 1933-06-12 1933-06-14 1933-06-23 1933-06-29 1933-06-30
1 1 1 1 1 1 1 1 1 1
1933-07-09 1933-07-14 1933-09-09 1933-09-13 1933-09-15 1933-09-22 1933-10-17 1933-11-12 1934-01-08 1934-01-17
1 1 1 1 1 1 1 1 1 1
1934-01-28 1934-02-02 1934-02-27 1934-03-09 1934-03-15 1934-03-16 1934-03-21 1934-03-29 1934-03-30 1934-04-12
2 1 1 1 1 1 1 1 1 1
1934-04-15 1934-04-25 1934-05-23 1934-06-12 1934-06-19 1934-06-23 1934-07-01 1934-07-02 1934-07-03 1934-07-09
1 1 1 1 2 1 1 1 1 1
1934-08-10 1934-08-11 1934-09-05 1934-09-11 1934-11-12 1934-11-21 1934-12-01 1934-12-06 1934-12-07 1934-12-24
1 1 1 1 1 1 1 1 1 1
1935-01-12 1935-01-29 1935-02-05 1935-02-06 1935-03-12 1935-03-30 1935-04-03 1935-04-17 1935-04-20 1935-05-03
1 1 1 1 1 1 1 1 1 1
1935-06-11 1935-07-11 1935-07-14 1935-07-27 1935-08-05 1935-08-15 1935-08-22 1935-08-25 1935-09-16 1935-11-04
1 1 1 2 1 1 1 1 1 1
1935-11-20 1935-11-25 1935-12-05 1935-12-06 1935-12-07 1935-12-09 1935-12-18 1936-01-16 1936-01-17 1936-01-26
1 1 1 1 1 1 1 1 1 1
1936-02-09 1936-02-14 1936-02-22 1936-03-12 1936-04-13 1936-04-24 1936-06-07 1936-06-17 1936-06-28 1936-07-10
1 1 1 1 1 2 1 1 1 1
1936-07-11 1936-07-12 1936-07-23 1936-08-07 1936-08-12 1936-08-18 1936-08-26 1936-09-02 1936-09-12 1936-09-17
1 1 1 1 1 1 1 1 1 1
1936-09-20 1936-09-22 1936-09-24 1936-10-11 1936-10-12 1936-11-01 1936-11-04 1936-11-30 1936-12-05 1936-12-06
1 1 1 1 1 2 1 1 1 1
1936-12-08 1936-12-16 1936-12-29 1937-01-10 1937-02-03 1937-02-04 1937-03-01 1937-03-12 1937-04-05 1937-04-07
1 1 1 1 1 1 1 1 1 1
1937-04-12 1937-04-24 1937-06-11 1937-07-06 1937-07-23 1937-07-27 1937-08-03 1937-08-07 1937-08-10 1937-08-14
1 1 1 1 1 1 1 1 1 1
1937-08-25 1937-08-30 1937-09-06 1937-09-19 1937-09-27 1937-10-04 1937-10-16 1937-10-19 1937-10-24 1937-11-21
1 1 1 1 1 1 1 1 1 1
1937-12-17 1937-12-20 1937-12-24 1938-01-03 1938-01-08 1938-01-15 1938-01-22 1938-01-27 1938-01-29 1938-02-16
1 1 1 1 1 1 1 1 1 1
1938-03-01 1938-03-02 1938-03-21 1938-04-21 1938-05-20 1938-05-27 1938-07-02 1938-07-18 1938-07-21 1938-08-05
1 1 1 1 1 1 1 1 1 1
1938-08-19 1938-08-20 1938-08-27 1938-09-08 1938-09-21 1938-09-22 1938-09-30 1938-10-02 1938-10-07 1938-10-16
1 1 1 1 1 1 1 1 1 1
1938-10-17 1938-10-27 1938-10-30 1938-10-31 1938-11-04 1938-11-16 1938-11-19 1938-11-25 1938-11-27 1938-12-16
1 1 1 1 1 1 1 1 1 1
1938-12-23 1938-12-25 1939-01-19 1939-01-20 1939-02-20 1939-03-06 1939-03-11 1939-03-21 1939-03-30 1939-03-31
1 1 1 1 1 1 1 1 1 1
1939-04-11 1939-04-18 1939-04-24 1939-04-25 1939-05-05 1939-05-11 1939-05-20 1939-05-22 1939-05-30 1939-06-14
1 2 1 1 1 1 1 1 1 1
1939-07-17 1939-07-24 1939-08-02 1939-08-06 1939-08-16 1939-08-29 1939-09-03 1939-09-26 1939-09-29 1939-10-08
1 1 1 1 1 1 1 1 1 1
1939-10-10 1939-12-22 1939-12-29 1939-12-31 1940-01-09 1940-02-05 1940-02-27 1940-03-11 1940-03-13 1940-04-08
1 1 1 1 1 1 1 1 1 1
1940-04-24 1940-04-26 1940-05-01 1940-05-06 1940-05-13 1940-05-14 1940-05-25 1940-05-26 1940-06-10 1940-06-13
1 1 1 1 1 1 1 1 1 1
1940-06-17 1940-06-18 1940-06-21 1940-07-08 1940-07-24 1940-07-27 1940-08-07 1940-08-14 1940-08-24 1940-09-07
1 1 1 1 1 1 1 1 1 1
1940-09-11 1940-09-23 1940-09-26 1940-10-06 1940-10-13 1940-10-15 1940-10-28 1940-12-01 1940-12-14 1940-12-18
1 1 1 1 1 1 1 1 1 1
1941-01-03 1941-01-04 1941-01-11 1941-01-28 1941-01-30 1941-02-07 1941-02-10 1941-04-02 1941-04-07 1941-04-15
1 1 1 1 1 1 1 1 1 1
1941-05-26 1941-06-20 1941-06-26 1941-07-07 1941-07-16 1941-08-14 1941-08-21 1941-08-25 1941-09-18 1941-09-26
1 1 1 1 1 1 1 1 2 1
1941-10-08 1941-10-14 1941-10-16 1941-10-27 1941-11-06 1941-11-10 1941-11-13 1941-11-21 1941-12-01 1941-12-03
1 1 1 1 1 1 1 1 1 1
1941-12-11 1942-01-07 1942-01-13 1942-02-03 1942-02-09 1942-02-21 1942-03-03 1942-03-04 1942-03-09 1942-03-12
1 1 1 1 1 1 1 1 1 1
1942-03-17 1942-03-21 1942-03-22 1942-04-01 1942-04-05 1942-04-13 1942-04-29 1942-05-04 1942-05-08 1942-05-11
1 1 1 1 1 1 1 1 1 2
1942-05-15 1942-05-31 1942-06-02 1942-06-11 1942-06-16 1942-07-02 1942-07-03 1942-07-10 1942-07-11 1942-07-16
1 1 1 1 1 1 1 1 1 1
1942-08-18 1942-09-03 1942-09-07 1942-09-15 1942-09-21 1942-09-22 1942-09-27 1942-10-12 1942-10-15 1942-10-18
1 1 1 1 2 1 1 1 1 1
1942-10-21 1942-10-25 1942-10-27 1942-11-15 1942-11-16 1942-11-25 1942-12-20 1942-12-21 1942-12-26 1942-12-27
1 1 1 1 1 1 1 1 1 1
1943-01-06 1943-01-12 1943-01-20 1943-02-11 1943-02-20 1943-02-25 1943-03-03 1943-03-09 1943-03-28 1943-03-29
1 1 1 1 1 1 1 1 1 1
1943-04-03 1943-04-20 1943-04-30 1943-05-05 1943-05-19 1943-05-21 1943-06-02 1943-06-12 1943-06-26 1943-07-03
1 2 1 1 1 1 1 1 1 1
1943-07-06 1943-07-09 1943-07-12 1943-07-15 1943-08-08 1943-08-09 1943-08-20 1943-08-27 1943-08-29 1943-09-01
1 1 1 1 1 2 1 1 1 1
1943-09-07 1943-09-16 1943-09-17 1943-09-20 1943-09-22 1943-09-23 1943-10-26 1943-10-27 1943-11-04 1943-11-26
1 1 1 1 1 1 1 1 2 1
1943-11-29 1943-12-06 1943-12-10 1943-12-12 1943-12-14 1943-12-24 1943-12-27 1943-12-31 1944-01-21 1944-01-28
1 1 1 1 1 1 2 1 1 1
1944-02-02 1944-02-21 1944-02-26 1944-03-03 1944-03-09 1944-03-18 1944-04-19 1944-04-20 1944-04-24 1944-05-14
1 1 1 1 1 1 1 1 1 1
1944-05-18 1944-05-19 1944-05-30 1944-06-21 1944-07-13 1944-07-21 1944-07-26 1944-07-30 1944-08-02 1944-08-04
1 1 2 1 1 1 1 2 1 1
1944-08-19 1944-09-03 1944-09-04 1944-09-18 1944-09-25 1944-09-27 1944-10-06 1944-10-14 1944-10-18 1944-10-25
1 1 1 1 1 1 1 1 1 1
1944-10-26 1944-10-27 1944-11-04 1944-11-19 1944-12-03 1944-12-05 1944-12-12 1944-12-26 1944-12-28 1945-01-03
1 2 1 1 1 1 2 1 1 1
1945-01-13 1945-01-30 1945-02-02 1945-02-05 1945-02-13 1945-02-27 1945-02-28 1945-03-01 1945-03-04 1945-03-24
1 1 1 1 1 1 1 1 1 1
1945-03-28 1945-04-02 1945-04-03 1945-04-17 1945-04-20 1945-04-30 1945-05-02 1945-05-06 1945-05-13 1945-06-04
1 1 1 1 1 1 1 1 1 1
1945-06-25 1945-07-13 1945-07-17 1945-07-30 1945-08-03 1945-08-10 1945-08-24 1945-08-27 1945-08-30 1945-09-08
1 1 1 1 1 1 2 1 1 1
1945-09-11 1945-09-12 1945-09-20 1945-09-23 1945-10-02 1945-10-06 1945-10-10 1945-10-17 1945-10-27 1945-10-30
1 2 2 2 1 1 1 1 1 1
1945-11-05 1945-11-27 1945-11-30 1945-12-13 1945-12-29 1946-01-07 1946-01-10 1946-01-17 1946-01-20 1946-02-02
2 1 1 1 1 2 1 1 1 1
1946-02-03 1946-02-04 1946-02-08 1946-02-10 1946-02-22 1946-03-01 1946-03-05 1946-03-07 1946-03-13 1946-03-22
2 2 1 1 3 1 1 1 1 1
1946-04-04 1946-04-09 1946-04-11 1946-04-24 1946-05-01 1946-05-06 1946-05-08 1946-05-10 1946-05-24 1946-06-06
1 1 1 1 1 1 1 1 1 1
1946-06-07 1946-06-12 1946-06-15 1946-06-23 1946-06-28 1946-06-30 1946-07-05 1946-07-18 1946-07-27 1946-08-07
1 1 1 2 1 1 1 1 1 1
1946-08-27 1946-08-28 1946-09-01 1946-09-03 1946-09-22 1946-09-24 1946-09-29 1946-09-30 1946-10-02 1946-10-16
1 1 1 1 1 1 2 1 1 1
1946-10-21 1946-10-25 1946-11-04 1946-11-05 1946-11-10 1946-11-23 1946-11-24 1946-12-09 1946-12-10 1946-12-21
1 1 2 1 1 1 1 1 1 1
1946-12-28 1947-01-15 1947-01-16 1947-01-19 1947-01-20 1947-01-28 1947-02-19 1947-02-27 1947-03-03 1947-03-20
2 1 1 1 1 2 1 1 1 1
1947-04-17 1947-04-27 1947-05-02 1947-06-08 1947-06-10 1947-06-16 1947-06-18 1947-06-27 1947-06-28 1947-07-03
2 1 1 1 1 1 1 1 1 1
1947-07-08 1947-07-10 1947-07-11 1947-07-22 1947-07-30 1947-08-04 1947-08-08 1947-08-13 1947-08-16 1947-08-20
1 1 2 1 1 1 1 1 1 1
1947-09-15 1947-09-30 1947-10-03 1947-10-07 1947-10-11 1947-10-20 1947-10-31 1947-11-03 1947-11-04 1947-11-07
1 1 1 1 1 1 1 1 1 1
1947-11-08 1947-11-18 1947-11-21 1947-12-05 1947-12-10 1947-12-22 1947-12-29 1947-12-31 1948-01-04 1948-01-07
1 1 1 1 1 1 1 1 1 1
1948-02-02 1948-02-08 1948-02-12 1948-02-17 1948-02-23 1948-03-03 1948-03-04 1948-03-06 1948-03-22 1948-03-27
1 1 1 1 1 1 1 1 2 1
1948-03-28 1948-03-29 1948-04-02 1948-04-05 1948-04-15 1948-04-22 1948-04-26 1948-04-29 1948-04-30 1948-05-14
1 1 1 1 1 1 1 1 2 1
1948-06-04 1948-06-06 1948-06-08 1948-06-25 1948-07-03 1948-07-06 1948-07-16 1948-08-10 1948-08-18 1948-08-21
1 1 1 1 1 1 1 1 1 1
1948-08-23 1948-09-10 1948-09-12 1948-09-13 1948-09-18 1948-09-22 1948-09-25 1948-09-26 1948-09-30 1948-10-04
1 1 1 1 2 1 1 1 2 1
1948-10-05 1948-10-12 1948-10-13 1948-10-22 1948-10-24 1948-10-27 1948-10-28 1948-11-12 1948-11-19 1948-11-20
1 1 1 1 1 1 1 1 1 1
1948-11-22 1948-11-27 1948-12-02 1948-12-10 1948-12-20 1948-12-26 1949-01-28 1949-02-03 1949-02-09 1949-03-13
1 2 1 1 1 1 1 1 1 1
1949-03-17 1949-03-23 1949-03-29 1949-04-14 1949-04-19 1949-04-20 1949-04-28 1949-05-11 1949-05-14 1949-05-23
1 1 1 1 1 1 1 1 1 1
1949-05-31 1949-06-03 1949-06-07 1949-07-07 1949-07-12 1949-07-24 1949-08-02 1949-08-03 1949-08-26 1949-08-29
1 1 2 1 1 1 1 1 1 1
1949-09-03 1949-09-04 1949-09-06 1949-09-11 1949-09-13 1949-09-15 1949-09-24 1949-09-25 1949-09-30 1949-10-03
1 1 1 1 1 3 2 2 2 2
1949-10-11 1949-11-05 1949-11-06 1949-11-27 1949-12-11 1949-12-24 1950-01-07 1950-01-09 1950-01-10 1950-01-14
1 1 1 1 1 1 1 1 1 1
1950-01-19 1950-01-20 1950-02-13 1950-02-19 1950-02-26 1950-03-09 1950-03-14 1950-03-24 1950-03-25 1950-04-07
1 1 1 1 1 1 1 1 1 1
1950-04-08 1950-04-15 1950-04-25 1950-04-26 1950-05-22 1950-06-08 1950-06-19 1950-06-20 1950-07-02 1950-08-04
2 1 1 1 1 1 1 1 1 1
1950-08-05 1950-08-19 1950-08-26 1950-09-04 1950-09-11 1950-09-12 1950-09-16 1950-09-27 1950-10-01 1950-10-06
1 1 1 1 1 1 1 1 1 1
1950-10-31 1950-11-07 1950-11-10 1950-11-14 1950-11-20 1950-12-06 1950-12-11 1950-12-21 1950-12-22 1951-01-02
1 1 1 1 1 1 1 1 1 1
1951-01-16 1951-01-17 1951-01-18 1951-01-25 1951-02-08 1951-02-21 1951-02-24 1951-03-20 1951-03-21 1951-03-26
1 1 1 1 1 1 1 1 1 1
1951-03-27 1951-03-30 1951-04-13 1951-04-20 1951-04-25 1951-04-26 1951-05-02 1951-05-04 1951-05-06 1951-05-10
1 1 2 1 1 2 1 1 1 1
1951-05-25 1951-05-30 1951-06-03 1951-06-19 1951-06-25 1951-06-29 1951-07-03 1951-07-05 1951-07-25 1951-07-28
1 1 1 1 1 1 1 1 1 1
1951-07-31 1951-08-01 1951-08-19 1951-08-20 1951-08-23 1951-09-14 1951-09-16 1951-09-19 1951-10-02 1951-10-17
1 1 1 2 1 1 1 2 1 1
1951-10-29 1951-11-06 1951-11-19 1951-11-20 1951-11-26 1951-12-03 1951-12-07 1951-12-13 1951-12-23 1951-12-24
1 1 1 1 1 1 1 1 1 1
1952-01-11 1952-01-24 1952-01-27 1952-01-29 1952-02-14 1952-02-19 1952-02-29 1952-03-13 1952-03-26 1952-03-31
1 1 1 1 1 1 1 1 1 1
1952-04-04 1952-04-17 1952-04-29 1952-05-03 1952-05-05 1952-05-12 1952-05-18 1952-05-24 1952-06-03 1952-06-08
1 1 1 1 1 1 1 2 1 1
1952-06-12 1952-06-14 1952-07-01 1952-07-10 1952-07-12 1952-07-21 1952-07-23 1952-07-25 1952-07-29 1952-07-31
1 1 1 1 1 1 1 1 2 1
1952-08-21 1952-09-02 1952-09-09 1952-09-10 1952-09-16 1952-09-24 1952-09-27 1952-10-01 1952-10-31 1952-11-09
1 1 1 1 2 1 1 1 2 1
1952-11-12 1952-11-13 1952-11-29 1952-12-04 1952-12-07 1952-12-13 1952-12-20 1952-12-27 1952-12-30 1953-01-06
1 1 1 1 1 1 1 1 1 1
1953-01-11 1953-01-12 1953-01-24 1953-01-29 1953-01-31 1953-02-02 1953-02-09 1953-02-18 1953-02-19 1953-03-06
1 2 1 1 1 1 1 1 1 1
1953-03-07 1953-03-08 1953-03-09 1953-03-22 1953-03-24 1953-03-26 1953-03-30 1953-04-05 1953-04-07 1953-04-10
1 1 1 1 1 1 1 1 1 1
1953-04-12 1953-04-13 1953-04-18 1953-04-20 1953-04-23 1953-04-30 1953-05-05 1953-05-06 1953-05-14 1953-05-18
1 1 1 1 1 1 1 1 1 1
1953-05-19 1953-05-24 1953-06-05 1953-06-07 1953-06-09 1953-06-18 1953-07-04 1953-07-16 1953-07-23 1953-08-10
1 1 1 1 1 1 1 1 1 1
1953-08-16 1953-08-17 1953-08-18 1953-08-20 1953-08-31 1953-09-26 1953-09-29 1953-10-06 1953-10-11 1953-10-17
1 1 1 1 1 1 1 1 1 1
1953-11-04 1953-11-10 1953-12-03 1953-12-04 1953-12-06 1953-12-10 1953-12-17 1953-12-22 1954-01-25 1954-01-26
1 1 1 1 1 1 1 1 1 1
1954-02-08 1954-02-18 1954-02-28 1954-03-11 1954-03-19 1954-03-21 1954-03-31 1954-04-02 1954-04-03 1954-04-05
1 1 1 1 1 1 1 2 1 1
[ reached getOption("max.print") -- omitted 877 entries ]
[1] "zipcode"
Min. 1st Qu. Median Mean 3rd Qu. Max.
10001 43221 60612 63388 90008 94110
[1] "employment_status"
employed retired student unemployed
769 955 21 255
[1] "education"
bachelors highschool highscool masters phd/md phD/MD
1076 459 4 280 169 12
[1] "marital_status"
married single
1496 504
[1] "children"
Min. 1st Qu. Median Mean 3rd Qu. Max.
0.000 1.000 2.000 2.267 3.000 7.000
[1] "ancestry"
Austria Belgium Czech Republic Denmark England Finland France
97 109 93 94 98 94 92
Germany Hungary Ireland Italy Netherlands Poland Portugal
106 96 121 101 96 104 112
Russia Scotland Spain Sweden Switzerland Ukraine
95 85 97 114 115 81
[1] "avg_commute"
Min. 1st Qu. Median Mean 3rd Qu. Max.
-2.47 23.46 30.32 30.38 37.13 63.73
[1] "daily_internet_use"
Min. 1st Qu. Median Mean 3rd Qu. Max.
1.010 4.020 5.010 4.993 5.973 8.820
[1] "disease"
Alzheimer's disease breast cancer diabetes endometriosis gastritis
339 145 119 66 100
heart disease HIV/AIDS hypertension kidney disease multiple sclerosis
87 80 298 185 113
prostate cancer schizophrenia skin cancer
180 55 233
[1] "#6. Identify the columns that are having any missing values, and then remove any rows where all of the columns have missing values."
id gender dob zipcode employment_status education
0 0 0 0 0 0
marital_status children ancestry avg_commute daily_internet_use disease
0 0 0 0 0 0
id gender dob zipcode employment_status education marital_status children
1 Amelia Nixon female 1944-03-09 89136 retired bachelors married 1
2 Clara Hicks female 1966-07-02 94105 employed phd/md married 4
3 Mason Brown male 1981-05-31 89127 employed masters married 2
4 Michael Rice male 1945-02-13 44101 retired bachelors married 2
5 Eleanor Ritter female 1939-09-03 89136 retired masters married 3
6 Sofia Wise female 1956-10-16 94105 unemployed highschool married 2
7 Nevaeh Perry female 1946-09-30 60612 retired phd/md married 0
8 Addison Combs female 1963-01-17 43221 employed bachelors married 2
9 Ashley Wilson female 1946-10-21 89127 retired masters single 2
10 Levi Burns male 1958-01-31 43210 employed highschool married 7
11 Jonah Smith male 1965-10-30 44101 employed bachelors married 1
12 Bella Small female 1959-03-30 10026 retired bachelors married 4
13 Eli Wilson male 1949-02-09 94105 unemployed highschool married 3
14 Samantha Flores female 1972-12-15 94105 employed bachelors married 2
15 Riley Jones female 1967-11-20 94105 employed bachelors married 3
16 Jake Glover male 1943-12-27 60605 retired phd/md married 2
17 Marcus Hess male 1973-06-26 43221 employed bachelors married 2
18 London Rodriguez female 1944-05-19 10001 retired bachelors married 1
19 Adrian Smith male 1934-02-27 90008 retired bachelors married 1
20 Kaiden Powell male 1948-11-27 94110 retired bachelors single 3
21 Carlos Smith male 1929-09-26 89136 retired bachelors married 2
22 Ivy Freeman female 1960-06-25 89127 employed masters married 2
23 Jackson Alexander male 1961-03-30 94110 unemployed highschool married 2
24 Ryan Crosby male 1953-04-10 89127 employed masters married 2
25 Lily Williams female 1977-05-05 10001 employed bachelors married 2
26 Nicholas Esparza male 1947-07-08 90008 retired bachelors married 5
27 Isaiah Little male 1976-03-30 89127 employed bachelors single 2
28 Adam Strickland male 1933-06-29 94110 retired bachelors married 2
29 Lillian Mcclain female 1956-01-16 94110 employed bachelors married 2
30 Mason Miller male 1934-12-24 44101 retired masters married 4
31 Austin Johnson male 1955-11-01 60605 employed highschool single 1
32 Robert Chandler male 1955-03-01 44101 employed bachelors married 5
33 Eliana Stephenson female 1942-09-15 44101 retired highschool married 2
34 Valeria Vaughan female 1949-05-31 90015 retired phd/md married 2
35 Emily Robbins female 1945-04-03 89136 retired masters married 1
36 Nicole Freeman female 1950-06-20 44101 retired masters single 1
37 Addison Gomez female 1936-04-13 43221 retired masters married 4
38 Luke Miller male 1956-08-04 94105 employed bachelors married 4
39 Charles Parrish male 1943-11-26 90015 retired highschool married 7
40 Austin Harris male 1936-07-23 90008 retired highschool single 2
41 Olivia Wong female 1933-09-15 94105 retired bachelors married 2
42 Julia Davis female 1958-08-15 44101 employed bachelors married 2
43 Jessica Daniels female 1957-06-22 44101 employed bachelors married 2
44 Ella Ward female 1962-05-12 94105 retired phd/md married 2
45 Emma Cook female 1940-08-14 43221 retired phd/md married 0
46 Violet Hernandez female 1956-10-10 94105 employed phd/md married 2
47 Jason Smith male 1951-09-19 10026 retired bachelors married 2
48 Abigail Hall female 1937-08-10 90008 retired bachelors married 1
49 Izabella Miller female 1964-05-28 89127 employed highschool single 4
50 Aiden Hines male 1960-03-30 90008 employed bachelors single 3
51 William Johnson male 1948-03-06 94110 retired bachelors single 2
52 Vivian Daniels female 1962-09-09 94105 unemployed highschool married 2
53 Elijah Sanchez male 1926-01-10 89136 retired bachelors married 2
54 Ryan Malone male 1952-08-21 60612 employed bachelors married 1
55 Abigail Carey female 1958-05-27 43210 employed bachelors married 2
56 Leah Goodman female 1969-09-11 60605 employed bachelors married 1
57 Nora Robinson female 1930-03-02 60612 retired bachelors married 2
58 Jase Robinson male 1960-01-15 10001 employed bachelors married 1
59 Juliana Soto female 1932-04-22 60605 retired bachelors married 6
60 Carlos Cunningham male 1962-08-10 60612 retired masters married 1
61 Kevin Jones male 1958-07-12 90015 retired bachelors single 0
62 Khloe White female 1942-10-18 10026 retired bachelors married 6
63 Katherine Raymond female 1970-11-25 10026 employed phd/md single 2
64 Christian Lopez male 1986-11-15 43221 employed highschool married 5
65 Claire Bates female 1931-02-28 90008 retired bachelors married 2
66 Faith Turner female 1932-06-01 44101 retired highschool married 2
67 Ashley Gould female 1987-12-04 94105 employed highschool single 1
68 Autumn Ortiz female 1936-09-22 94105 retired phd/md single 1
69 David Lewis male 1969-04-30 90015 employed phd/md married 5
70 Aiden May male 1945-08-03 89127 retired masters married 1
71 Allison Hart female 1948-11-27 90015 retired phd/md married 2
72 Ellie Mendoza female 1946-10-02 44101 retired phd/md married 1
73 Angel Parker male 1948-02-23 60605 retired bachelors married 2
74 William Roberson male 1979-11-27 90008 unemployed highschool single 0
75 Jacob Hancock male 1948-07-06 10001 retired highschool single 3
76 Mason Pena male 1951-05-25 94105 unemployed highschool married 4
77 Adalyn Adams female 1970-04-24 43221 employed masters single 3
78 Ellie Mccormick female 1954-03-21 43210 employed masters married 2