diff --git a/Autism Screening Adult/.gitkeep b/Autism Screening Adult/.gitkeep new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/Autism Screening Adult/.gitkeep diff --git a/Autism Screening Adult/79.jpg b/Autism Screening Adult/79.jpg new file mode 100644 index 0000000..22f0f5b Binary files /dev/null and b/Autism Screening Adult/79.jpg differ diff --git a/Autism Screening Adult/Autism-Adult-Data.arff b/Autism Screening Adult/Autism-Adult-Data.arff new file mode 100644 index 0000000..71ae949 --- /dev/null +++ b/Autism Screening Adult/Autism-Adult-Data.arff @@ -0,0 +1,729 @@ +@relation adult-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-10 + +@attribute A1_Score {0,1} +@attribute A2_Score {0,1} +@attribute A3_Score {0,1} +@attribute A4_Score {0,1} +@attribute A5_Score {0,1} +@attribute A6_Score {0,1} +@attribute A7_Score {0,1} +@attribute A8_Score {0,1} +@attribute A9_Score {0,1} +@attribute A10_Score {0,1} +@attribute age numeric +@attribute gender {f,m} +@attribute ethnicity {White-European,Latino,Others,Black,Asian,'Middle Eastern ',Pasifika,'South Asian',Hispanic,Turkish,others} +@attribute jundice {no,yes} +@attribute austim {no,yes} +@attribute contry_of_res {'United States',Brazil,Spain,Egypt,'New Zealand',Bahamas,Burundi,Austria,Argentina,Jordan,Ireland,'United Arab Emirates',Afghanistan,Lebanon,'United Kingdom','South Africa',Italy,Pakistan,Bangladesh,Chile,France,China,Australia,Canada,'Saudi Arabia',Netherlands,Romania,Sweden,Tonga,Oman,India,Philippines,'Sri Lanka','Sierra Leone',Ethiopia,'Viet Nam',Iran,'Costa Rica',Germany,Mexico,Russia,Armenia,Iceland,Nicaragua,'Hong Kong',Japan,Ukraine,Kazakhstan,AmericanSamoa,Uruguay,Serbia,Portugal,Malaysia,Ecuador,Niger,Belgium,Bolivia,Aruba,Finland,Turkey,Nepal,Indonesia,Angola,Azerbaijan,Iraq,'Czech Republic',Cyprus} +@attribute used_app_before {no,yes} +@attribute result numeric +@attribute age_desc {'18 and more'} +@attribute relation {Self,Parent,'Health care professional',Relative,Others} +@attribute Class/ASD {NO,YES} + +@data +1,1,1,1,0,0,1,1,0,0,26,f,White-European,no,no,'United States',no,6,'18 and more',Self,NO +1,1,0,1,0,0,0,1,0,1,24,m,Latino,no,yes,Brazil,no,5,'18 and more',Self,NO +1,1,0,1,1,0,1,1,1,1,27,m,Latino,yes,yes,Spain,no,8,'18 and more',Parent,YES +1,1,0,1,0,0,1,1,0,1,35,f,White-European,no,yes,'United States',no,6,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,40,f,?,no,no,Egypt,no,2,'18 and more',?,NO +1,1,1,1,1,0,1,1,1,1,36,m,Others,yes,no,'United States',no,9,'18 and more',Self,YES +0,1,0,0,0,0,0,1,0,0,17,f,Black,no,no,'United States',no,2,'18 and more',Self,NO +1,1,1,1,0,0,0,0,1,0,64,m,White-European,no,no,'New Zealand',no,5,'18 and more',Parent,NO +1,1,0,0,1,0,0,1,1,1,29,m,White-European,no,no,'United States',no,6,'18 and more',Self,NO +1,1,1,1,0,1,1,1,1,0,17,m,Asian,yes,yes,Bahamas,no,8,'18 and more','Health care professional',YES +1,1,1,1,1,1,1,1,1,1,33,m,White-European,no,no,'United States',no,10,'18 and more',Relative,YES +0,1,0,1,1,1,1,0,0,1,18,f,'Middle Eastern ',no,no,Burundi,no,6,'18 and more',Parent,NO +0,1,1,1,1,1,0,0,1,0,17,f,?,no,no,Bahamas,no,6,'18 and more',?,NO +1,0,0,0,0,0,1,1,0,1,17,m,?,no,no,Austria,no,4,'18 and more',?,NO +1,0,0,0,0,0,1,1,0,1,17,f,?,no,no,Argentina,no,4,'18 and more',?,NO +1,1,0,1,1,0,0,1,0,1,18,m,'Middle Eastern ',no,yes,'New Zealand',no,6,'18 and more',Parent,NO +1,0,0,0,0,0,1,1,1,1,31,m,'Middle Eastern ',no,no,Jordan,no,5,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,1,30,m,White-European,no,no,Ireland,no,2,'18 and more',Self,NO +0,0,1,0,1,1,0,0,0,0,35,f,'Middle Eastern ',no,yes,'United Arab Emirates',no,3,'18 and more',Self,NO +0,0,0,0,0,0,1,1,0,1,34,m,?,yes,no,'United Arab Emirates',no,3,'18 and more',?,NO +0,1,1,1,0,0,0,0,0,0,38,m,?,no,no,'United Arab Emirates',no,3,'18 and more',?,NO +0,0,0,0,0,0,0,0,0,0,27,f,Black,no,no,'United Arab Emirates',no,0,'18 and more',Self,NO +0,0,0,1,0,0,1,1,1,1,27,m,'Middle Eastern ',no,no,Afghanistan,no,5,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,1,42,m,'Middle Eastern ',yes,no,'United Arab Emirates',no,2,'18 and more',Relative,NO +1,1,1,1,0,0,0,1,0,0,43,m,?,no,no,Lebanon,no,5,'18 and more',?,NO +0,1,1,0,0,0,0,1,0,0,24,f,?,yes,no,Afghanistan,no,3,'18 and more',?,NO +0,0,0,0,0,0,0,1,0,0,40,m,Pasifika,yes,yes,'United Arab Emirates',no,1,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,40,m,'Middle Eastern ',yes,yes,Afghanistan,no,1,'18 and more',Parent,NO +0,0,0,0,0,0,0,1,0,0,48,m,Black,no,no,'New Zealand',no,1,'18 and more',Self,NO +0,1,1,0,0,0,0,0,1,1,31,m,'Middle Eastern ',no,no,'United Kingdom',no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,18,m,White-European,no,no,'United Kingdom',no,0,'18 and more',Self,NO +1,0,0,1,1,1,1,1,0,1,37,f,White-European,no,yes,'United States',no,7,'18 and more',Self,YES +1,1,0,0,0,0,1,0,0,1,55,f,Others,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,18,f,White-European,yes,no,'South Africa',no,10,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,18,f,White-European,no,no,'South Africa',no,10,'18 and more',Self,YES +0,0,1,0,0,0,0,0,0,0,55,m,White-European,no,no,'New Zealand',no,1,'18 and more',Self,NO +0,1,1,0,1,0,0,1,1,1,50,m,'Middle Eastern ',no,no,'United Arab Emirates',no,6,'18 and more',Self,NO +1,0,1,1,1,1,0,0,1,0,34,f,White-European,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,0,1,1,1,1,0,1,1,53,f,White-European,no,no,'New Zealand',no,7,'18 and more',Self,YES +1,0,1,1,0,1,1,1,1,1,35,f,White-European,no,yes,'United States',no,8,'18 and more',Self,YES +1,0,1,1,1,0,1,1,0,1,20,f,Latino,yes,no,Italy,no,7,'18 and more',Self,YES +0,0,0,0,1,1,0,0,0,0,28,f,Asian,no,no,Pakistan,no,2,'18 and more',Self,NO +0,0,1,1,0,0,0,0,0,1,34,f,'Middle Eastern ',no,yes,Egypt,no,3,'18 and more',Self,NO +0,1,1,1,0,0,0,0,0,1,36,f,White-European,yes,yes,'United States',no,4,'18 and more',Self,NO +1,1,1,1,1,1,0,1,0,1,27,f,White-European,no,no,'New Zealand',no,8,'18 and more',Self,YES +1,0,1,1,1,1,0,1,1,0,53,f,White-European,no,no,'New Zealand',no,7,'18 and more',Relative,YES +1,1,1,1,0,1,0,0,0,0,24,f,Pasifika,no,no,'New Zealand',no,5,'18 and more',Relative,NO +0,0,1,1,1,0,1,0,0,0,24,m,Pasifika,no,no,'New Zealand',no,4,'18 and more',Relative,NO +0,1,1,0,0,1,0,0,0,0,55,m,White-European,no,no,'New Zealand',no,3,'18 and more',Relative,NO +1,1,0,0,0,1,1,1,0,1,30,f,Asian,no,no,Bangladesh,no,6,'18 and more',Self,NO +1,0,0,1,0,0,0,1,0,0,21,f,Latino,no,no,Chile,no,3,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,35,f,Black,no,no,France,no,10,'18 and more',Parent,YES +1,0,0,0,0,0,0,0,0,0,383,f,Pasifika,no,no,'New Zealand',no,1,'18 and more',Self,NO +1,0,1,1,1,1,1,1,0,1,21,m,Latino,no,yes,Brazil,no,8,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,47,m,White-European,no,no,'United States',no,10,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,30,f,Asian,no,no,China,no,9,'18 and more',Self,YES +1,0,1,1,1,1,0,1,1,1,28,f,White-European,no,no,Australia,no,8,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,43,f,White-European,no,no,Australia,no,9,'18 and more',Self,YES +1,0,0,0,1,0,0,1,0,0,32,f,'South Asian',no,yes,Canada,no,3,'18 and more',Self,NO +1,1,1,1,0,0,0,1,0,0,44,f,White-European,no,no,Australia,no,5,'18 and more',Self,NO +1,0,1,1,1,1,1,1,0,1,20,f,Others,no,no,Canada,no,8,'18 and more',Self,YES +1,0,1,1,0,1,1,1,0,1,20,f,Others,no,no,Canada,yes,7,'18 and more',Self,YES +0,0,0,0,0,0,0,0,0,0,?,m,?,no,no,'Saudi Arabia',no,0,'18 and more',?,NO +1,0,0,1,1,0,0,1,1,0,19,m,White-European,no,no,Australia,no,5,'18 and more',Parent,NO +1,1,1,1,1,1,1,1,0,1,29,f,White-European,no,no,Australia,no,9,'18 and more',Self,YES +1,0,1,0,0,0,0,1,0,0,21,m,'Middle Eastern ',no,no,'United States',no,3,'18 and more',Self,NO +0,1,0,0,0,0,0,1,0,0,27,m,'Middle Eastern ',no,no,France,no,2,'18 and more',Parent,NO +1,0,1,0,1,1,1,1,0,0,21,m,Hispanic,no,no,'United States',no,6,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,1,35,m,'Middle Eastern ',no,no,'Saudi Arabia',no,4,'18 and more',Self,NO +0,0,0,0,1,0,0,0,0,0,42,m,Black,no,no,'New Zealand',no,1,'18 and more',Self,NO +1,1,0,0,0,0,1,1,0,1,29,f,'South Asian',no,no,'New Zealand',no,5,'18 and more',Self,NO +0,0,1,1,0,0,0,1,0,0,58,m,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,0,1,1,0,0,1,1,0,1,21,m,Others,no,no,'United States',no,6,'18 and more',Self,NO +1,1,1,0,0,0,0,1,1,1,21,m,Others,no,no,'United States',no,6,'18 and more',Self,NO +0,0,1,1,1,0,0,1,1,1,37,f,White-European,no,yes,'United States',no,6,'18 and more',Self,NO +1,1,0,1,1,1,1,1,0,0,21,m,Hispanic,no,no,'United States',no,7,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,0,20,m,'Middle Eastern ',no,no,'United States',no,3,'18 and more',Self,NO +1,1,0,1,1,1,1,1,1,0,33,f,Black,no,yes,'United States',no,8,'18 and more',Self,YES +1,0,0,1,1,0,0,0,0,1,20,m,'Middle Eastern ',no,no,'United States',no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,0,45,f,?,yes,no,Jordan,no,2,'18 and more',?,NO +0,0,1,1,0,0,1,1,0,1,32,m,?,yes,yes,Afghanistan,no,5,'18 and more',?,NO +1,0,0,0,0,0,1,0,0,1,30,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,1,1,1,1,1,1,1,1,33,f,White-European,no,yes,Netherlands,no,10,'18 and more',Self,YES +0,0,1,0,1,0,0,1,0,1,42,f,'Middle Eastern ',no,no,Jordan,no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,0,17,f,White-European,no,no,'New Zealand',no,2,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,27,f,'Middle Eastern ',no,no,'United States',no,3,'18 and more',Self,NO +1,0,0,1,1,1,1,1,1,1,35,f,'Middle Eastern ',no,yes,Afghanistan,no,8,'18 and more',Parent,YES +1,0,0,0,0,0,0,0,0,0,37,m,White-European,no,no,'United Kingdom',no,1,'18 and more',Self,NO +1,0,0,0,0,0,0,1,1,1,30,f,White-European,no,yes,'United Kingdom',no,4,'18 and more',Self,NO +1,1,1,1,1,1,0,1,1,1,29,f,White-European,no,no,'New Zealand',no,9,'18 and more',Self,YES +1,0,1,1,0,0,0,0,0,1,17,f,White-European,no,yes,Romania,no,4,'18 and more',Self,NO +0,1,0,0,1,0,1,0,0,1,?,f,?,no,no,Jordan,no,4,'18 and more',?,NO +0,0,0,1,1,1,0,1,0,1,22,f,Pasifika,no,no,'New Zealand',no,5,'18 and more',Self,NO +1,1,1,0,1,1,1,0,1,1,19,f,Latino,no,yes,Brazil,no,8,'18 and more',Self,YES +1,1,1,1,1,0,0,1,1,1,42,f,White-European,no,yes,Sweden,no,8,'18 and more',Self,YES +1,1,0,0,0,0,0,1,0,1,37,f,White-European,no,no,'United Kingdom',no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,0,28,f,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,0,0,1,1,0,1,0,0,0,22,m,Others,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,26,f,Pasifika,no,no,Tonga,no,3,'18 and more',Self,NO +0,0,0,0,0,0,0,0,1,0,21,m,Pasifika,no,no,Oman,no,1,'18 and more',Self,NO +0,1,1,0,0,0,0,1,0,0,26,f,'South Asian',no,no,India,no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,39,f,Asian,no,no,Philippines,no,2,'18 and more',Self,NO +1,0,0,0,0,0,0,0,1,1,26,m,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,1,0,0,1,0,1,1,0,0,26,m,Asian,no,no,India,no,5,'18 and more',Self,NO +0,0,0,0,1,1,0,1,0,1,21,m,'South Asian',no,no,India,no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,25,m,Asian,no,no,India,no,0,'18 and more',Self,NO +0,0,1,0,1,1,1,1,0,1,26,m,'South Asian',no,no,'New Zealand',no,6,'18 and more',Self,NO +1,1,0,1,1,0,1,1,0,1,30,f,White-European,no,no,'United States',no,7,'18 and more',Self,YES +1,0,0,1,1,1,1,0,0,0,19,f,Asian,no,no,India,no,5,'18 and more',Parent,NO +1,0,0,0,0,1,1,0,0,0,19,f,Asian,no,no,India,no,3,'18 and more',Parent,NO +1,0,1,1,1,1,1,1,1,1,25,f,White-European,no,yes,'New Zealand',no,9,'18 and more',Self,YES +0,0,1,1,0,1,0,1,1,1,23,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,0,0,1,0,0,0,0,1,31,m,Asian,no,no,'Sri Lanka',no,3,'18 and more',Parent,NO +0,1,0,0,0,0,0,1,1,1,27,m,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,1,0,1,1,1,1,1,0,1,29,f,'Middle Eastern ',no,no,'United Arab Emirates',no,8,'18 and more',Self,YES +1,0,1,1,1,1,0,1,1,0,38,f,White-European,no,no,'United Kingdom',no,7,'18 and more',Parent,YES +1,1,1,1,1,1,0,1,0,1,23,f,White-European,no,no,'United States',no,8,'18 and more',Self,YES +1,1,1,0,1,0,1,1,0,0,27,m,White-European,no,no,'United States',no,6,'18 and more',Self,NO +1,1,1,1,1,1,0,1,1,1,27,f,White-European,no,no,Canada,no,9,'18 and more',Self,YES +1,1,1,1,1,1,0,0,1,0,42,m,White-European,no,no,'United States',no,7,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,20,m,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,17,f,White-European,no,no,'United States',no,9,'18 and more',Self,YES +1,0,0,0,0,0,0,0,0,0,20,f,Black,no,no,Spain,no,1,'18 and more',Self,NO +1,0,0,1,1,1,1,1,0,1,30,m,Asian,yes,no,'Sierra Leone',no,7,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,28,f,White-European,no,yes,Australia,no,9,'18 and more',Self,YES +1,1,0,0,1,1,1,1,0,1,26,f,White-European,no,no,'New Zealand',no,7,'18 and more',Self,YES +0,0,0,0,0,0,0,0,0,0,26,f,White-European,no,no,Australia,no,0,'18 and more',Self,NO +1,0,0,1,1,1,0,1,0,1,31,m,'Middle Eastern ',no,yes,Canada,no,6,'18 and more',Self,NO +1,0,1,1,0,0,1,0,0,1,40,f,White-European,no,no,'United Kingdom',no,5,'18 and more',Self,NO +1,0,0,0,1,0,0,0,1,1,39,f,White-European,no,yes,Ireland,no,4,'18 and more',Relative,NO +1,1,0,0,0,0,0,1,0,0,18,f,White-European,no,no,'United States',no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,24,m,Black,no,no,Ethiopia,no,3,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,23,m,'South Asian',no,no,India,no,3,'18 and more',Self,NO +1,0,1,1,0,0,0,1,0,1,24,m,Asian,no,no,India,no,5,'18 and more',Self,NO +0,1,0,0,1,1,0,1,1,0,24,m,Asian,no,no,'New Zealand',no,5,'18 and more',Self,NO +1,0,1,1,0,0,0,1,1,1,27,m,Asian,no,no,'New Zealand',no,6,'18 and more',Self,NO +0,1,1,0,0,1,0,0,1,1,24,m,Asian,no,no,'New Zealand',no,5,'18 and more',Self,NO +0,0,0,0,1,0,0,0,0,1,25,m,Asian,no,no,India,no,2,'18 and more',Self,NO +1,0,0,0,0,0,1,0,0,1,22,m,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +0,1,0,0,0,0,0,0,0,1,40,f,Asian,no,no,'New Zealand',no,2,'18 and more',Self,NO +0,0,1,1,0,0,0,1,0,1,23,m,Asian,no,no,India,no,4,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,29,m,'South Asian',no,no,India,no,2,'18 and more',Self,NO +1,0,1,0,0,0,0,1,0,0,25,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,0,1,1,0,0,1,0,0,27,m,Asian,no,no,India,no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,22,m,'South Asian',no,no,'New Zealand',no,1,'18 and more',Self,NO +1,0,0,1,1,1,1,1,1,1,28,m,White-European,no,no,'United States',no,8,'18 and more',Parent,YES +1,0,1,1,1,1,1,1,1,1,20,m,White-European,no,no,Australia,no,9,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,19,f,White-European,no,no,Romania,no,10,'18 and more',Self,YES +1,1,0,0,1,1,1,1,0,1,37,f,Others,no,no,'United States',no,7,'18 and more',Self,YES +1,1,1,1,1,0,1,1,1,0,35,m,White-European,yes,yes,'United States',no,8,'18 and more',Self,YES +0,0,0,0,1,0,0,1,0,0,26,m,Asian,no,no,'New Zealand',no,2,'18 and more',Self,NO +0,1,1,1,1,0,1,1,0,1,23,m,Asian,no,no,'Viet Nam',no,7,'18 and more',Self,YES +1,1,0,0,1,0,0,0,0,1,32,f,'South Asian',no,no,'New Zealand',no,4,'18 and more',Self,NO +0,0,1,0,1,0,1,0,1,1,30,m,Asian,no,no,'Sri Lanka',no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,1,31,m,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +0,0,0,0,0,0,1,1,0,1,28,f,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,0,0,0,0,1,0,1,0,1,29,f,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +0,1,0,0,1,0,0,1,0,1,29,f,'South Asian',no,no,'Sri Lanka',no,4,'18 and more',Self,NO +1,0,0,1,0,0,0,0,1,1,29,f,Asian,no,no,India,no,4,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,0,31,m,Asian,no,no,India,no,3,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,36,m,Asian,no,no,India,no,0,'18 and more',Parent,NO +0,1,0,0,0,0,0,1,0,0,32,f,'South Asian',no,no,India,no,2,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,34,f,'South Asian',no,no,'New Zealand',no,1,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,24,m,Asian,no,no,'Sri Lanka',no,3,'18 and more',Self,NO +1,0,1,0,1,0,1,1,0,1,24,f,Asian,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,1,42,m,Asian,no,no,'Sri Lanka',no,5,'18 and more',Self,NO +0,0,1,0,0,0,0,1,1,1,26,f,Others,no,no,India,no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,0,27,f,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +0,0,1,1,1,0,0,1,1,1,36,f,Latino,no,yes,Brazil,no,6,'18 and more',Self,NO +1,1,1,1,1,0,0,1,1,1,36,f,Latino,no,yes,Brazil,no,8,'18 and more',Self,YES +1,0,1,1,0,0,1,1,0,1,55,m,Hispanic,no,no,'United States',no,6,'18 and more',Self,NO +1,1,0,1,0,0,1,0,0,0,23,f,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +0,0,1,1,1,0,0,0,0,1,22,f,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,42,f,'Middle Eastern ',no,no,France,no,2,'18 and more',Parent,NO +1,0,0,1,0,0,0,1,0,0,54,m,White-European,no,no,Canada,no,3,'18 and more',Self,NO +1,1,0,0,0,0,1,1,1,1,43,f,Black,no,no,'United States',no,6,'18 and more',Self,NO +1,1,1,1,1,1,0,1,1,1,43,f,Black,no,no,'United States',yes,9,'18 and more',Self,YES +0,0,1,1,1,0,0,1,1,1,29,m,'Middle Eastern ',no,no,Iran,no,6,'18 and more',Self,NO +1,0,1,0,1,0,0,1,0,1,29,m,'Middle Eastern ',no,no,Iran,no,5,'18 and more',Self,NO +1,0,1,0,1,0,1,0,0,0,37,m,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,1,39,f,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,1,1,1,1,0,0,0,0,0,18,f,Asian,no,no,'Viet Nam',no,5,'18 and more',Self,NO +0,1,0,1,1,1,0,1,0,1,31,m,White-European,no,no,'United States',no,6,'18 and more',Others,NO +0,0,1,1,1,0,0,0,0,1,34,m,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +0,0,1,1,1,0,1,0,0,1,22,m,White-European,no,no,'United States',no,5,'18 and more',Self,NO +1,0,1,1,1,1,1,0,1,0,28,m,'South Asian',no,no,India,no,7,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,1,38,m,Others,no,yes,Netherlands,no,4,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,1,28,f,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,1,0,1,1,1,0,1,1,1,53,f,White-European,no,yes,'United States',no,8,'18 and more',Self,YES +1,1,1,0,1,0,1,0,0,0,26,m,White-European,no,no,'United Kingdom',no,5,'18 and more',Self,NO +1,1,1,1,1,1,0,1,1,1,37,m,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +1,1,0,1,0,0,0,1,0,1,42,m,Latino,yes,yes,'Costa Rica',no,5,'18 and more',Parent,NO +1,0,0,0,0,0,0,1,0,1,43,m,Hispanic,no,no,'United States',no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,32,f,Asian,no,no,'United Kingdom',no,2,'18 and more',Self,NO +0,1,0,1,0,0,0,1,0,0,31,m,White-European,no,yes,'United Kingdom',no,3,'18 and more',Self,NO +1,0,1,1,1,1,1,1,1,1,53,f,White-European,no,no,'United States',no,9,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,28,m,White-European,no,no,'United States',no,10,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,38,m,White-European,no,no,Germany,no,9,'18 and more',Self,YES +1,1,1,0,1,1,0,1,1,0,31,m,White-European,no,no,'United States',no,7,'18 and more',Self,YES +1,1,1,1,0,0,0,0,0,0,31,f,Pasifika,no,yes,'United States',no,4,'18 and more',Self,NO +1,1,1,1,1,0,1,1,1,1,21,f,White-European,no,no,Australia,no,9,'18 and more',Self,YES +1,1,0,1,1,0,0,0,1,1,25,f,White-European,no,no,'United States',no,6,'18 and more',Self,NO +1,1,0,1,1,0,0,1,1,1,25,f,White-European,no,no,'United States',no,7,'18 and more',Self,YES +1,1,1,1,1,1,1,0,1,1,60,f,White-European,no,yes,'United States',no,9,'18 and more',Relative,YES +1,0,1,1,0,0,0,0,0,0,39,m,White-European,no,yes,'United States',no,3,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,53,m,White-European,no,no,'United States',no,10,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,20,m,'Middle Eastern ',no,yes,'United States',no,10,'18 and more',Parent,YES +1,1,1,0,1,0,0,1,1,1,25,f,White-European,no,no,'United States',yes,7,'18 and more',Self,YES +1,1,1,1,0,0,1,1,0,0,50,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,0,1,1,1,1,1,1,1,28,f,White-European,no,no,'United States',no,8,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,37,f,White-European,no,yes,'United Kingdom',no,9,'18 and more',Self,YES +0,0,0,1,0,1,0,1,1,1,30,m,Asian,no,yes,India,no,5,'18 and more',Self,NO +1,1,0,0,0,1,1,1,0,1,32,f,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,1,1,0,0,0,0,0,1,34,f,White-European,no,no,'United States',no,4,'18 and more',Self,NO +1,1,1,1,0,0,0,0,0,1,42,m,White-European,no,no,'United States',no,5,'18 and more',Self,NO +1,1,0,0,1,1,1,1,1,1,22,f,Black,no,no,Spain,no,8,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,1,37,f,?,yes,no,'United Arab Emirates',no,4,'18 and more',?,NO +1,1,0,0,0,0,0,1,0,1,39,m,White-European,no,yes,'United States',no,4,'18 and more',Parent,NO +1,1,0,1,1,0,1,1,0,1,18,m,White-European,no,no,Bangladesh,no,7,'18 and more',Self,YES +1,0,0,1,0,0,0,0,0,0,54,f,White-European,no,yes,'United States',no,2,'18 and more',Parent,NO +1,1,0,0,0,0,0,1,0,0,42,m,White-European,no,no,'United Kingdom',no,3,'18 and more',Self,NO +0,0,1,0,0,0,0,0,0,0,27,f,?,no,no,Afghanistan,no,1,'18 and more',?,NO +1,1,1,1,1,0,0,1,0,0,22,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,1,1,0,1,1,1,1,1,22,m,White-European,no,no,'United Kingdom',no,8,'18 and more',Self,YES +1,1,1,1,1,1,1,0,1,1,21,f,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +0,1,0,1,0,0,0,1,0,1,28,f,White-European,no,no,'United States',no,4,'18 and more',Self,NO +1,1,1,1,1,1,1,0,1,1,17,m,Asian,yes,no,India,no,9,'18 and more',Relative,YES +0,1,0,0,0,0,0,0,0,0,28,m,White-European,no,no,'United States',no,1,'18 and more',Self,NO +0,0,0,1,1,0,1,1,0,1,21,m,Latino,no,no,Mexico,no,5,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,31,f,Asian,no,no,'New Zealand',no,10,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,0,20,m,'South Asian',no,no,'New Zealand',no,3,'18 and more',Self,NO +1,0,0,1,0,0,0,0,0,0,21,m,White-European,no,no,'United Kingdom',no,2,'18 and more',Self,NO +1,1,0,0,1,0,0,0,0,0,22,m,White-European,no,no,'New Zealand',no,3,'18 and more',Self,NO +0,1,0,0,0,0,0,1,1,1,21,m,White-European,no,no,'New Zealand',no,4,'18 and more',Self,NO +0,1,1,0,0,0,0,0,0,0,24,m,Black,no,no,'New Zealand',no,2,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,24,m,'South Asian',no,no,India,no,2,'18 and more',Self,NO +1,0,0,0,1,1,1,1,0,1,25,m,Asian,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,1,17,m,'South Asian',no,no,'New Zealand',no,2,'18 and more',Self,NO +0,1,0,0,0,0,0,1,1,0,21,m,?,no,no,Russia,no,3,'18 and more',?,NO +1,0,0,0,0,0,0,1,0,0,23,m,Pasifika,no,no,'New Zealand',no,2,'18 and more',Self,NO +1,0,0,1,1,0,1,1,0,0,21,m,Asian,no,no,'New Zealand',no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,1,1,1,22,m,Others,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,0,0,1,0,0,1,0,1,24,f,Asian,no,no,India,no,4,'18 and more',Self,NO +0,0,1,0,1,1,0,0,1,1,34,m,Others,no,no,'New Zealand',no,5,'18 and more',Self,NO +1,0,1,0,1,0,1,1,0,1,30,m,Asian,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,1,29,f,Asian,no,no,India,no,4,'18 and more',Self,NO +1,0,0,1,1,0,1,1,0,0,20,m,Pasifika,no,no,'New Zealand',no,5,'18 and more',Self,NO +0,0,1,1,0,1,0,1,1,1,23,m,White-European,no,no,'New Zealand',no,6,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,1,26,m,Asian,no,no,India,no,2,'18 and more',Self,NO +1,0,0,1,1,1,1,1,1,1,20,m,'South Asian',no,no,'New Zealand',no,8,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,0,41,m,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,0,0,1,0,0,1,1,0,0,24,m,Asian,no,no,India,no,4,'18 and more',Self,NO +0,0,0,1,0,0,0,1,0,0,35,m,Asian,no,no,India,no,2,'18 and more',Self,NO +0,0,0,1,0,0,1,0,0,0,23,m,'South Asian',no,no,India,no,2,'18 and more',Self,NO +1,0,1,0,0,0,1,0,0,0,36,m,White-European,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,1,0,0,1,0,0,1,0,0,33,m,Turkish,no,no,Armenia,no,4,'18 and more',Self,NO +1,0,0,0,0,1,0,1,1,1,24,m,'South Asian',no,no,India,no,5,'18 and more',Self,NO +0,1,1,0,1,0,0,1,0,0,25,m,?,no,no,'New Zealand',no,4,'18 and more',?,NO +1,0,0,0,1,1,0,1,0,1,25,m,Asian,no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,0,0,1,1,1,1,25,m,Asian,no,no,India,no,5,'18 and more',Self,NO +0,0,0,0,0,0,1,1,0,1,24,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,1,0,1,0,0,1,0,1,27,f,'South Asian',no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,0,26,m,Asian,no,no,India,no,3,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,26,m,Others,no,no,'New Zealand',no,0,'18 and more',Self,NO +1,0,0,0,1,0,0,1,1,0,23,f,Asian,no,no,India,no,4,'18 and more',Self,NO +1,1,1,0,1,0,1,1,0,1,30,m,Asian,no,no,'New Zealand',no,7,'18 and more',Self,YES +1,0,0,1,0,0,0,0,1,0,25,m,Asian,no,no,Iceland,no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,23,m,Pasifika,no,no,'New Zealand',no,3,'18 and more',Self,NO +1,0,1,1,1,0,0,1,0,0,34,f,White-European,no,no,'United States',no,5,'18 and more',Self,NO +1,0,0,1,1,0,1,1,0,1,20,f,Asian,no,no,'New Zealand',no,6,'18 and more',Self,NO +1,0,1,1,1,1,0,0,1,1,22,f,?,no,yes,Russia,no,7,'18 and more',?,YES +1,1,1,1,0,0,0,1,1,1,33,f,Black,no,yes,France,no,7,'18 and more',Parent,YES +1,1,1,1,1,1,1,1,1,1,46,m,White-European,no,no,Netherlands,no,10,'18 and more',Self,YES +1,1,0,0,0,0,0,0,0,0,17,m,White-European,no,no,'United Kingdom',no,2,'18 and more',Others,NO +1,1,1,0,0,0,0,1,0,0,45,f,White-European,no,yes,'United States',no,4,'18 and more',Self,NO +0,1,1,1,0,0,0,0,1,0,26,m,Asian,no,no,India,no,4,'18 and more',Others,NO +1,0,0,0,1,0,0,0,1,0,30,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,0,0,0,0,0,0,0,0,32,f,?,no,yes,Jordan,no,2,'18 and more',?,NO +1,0,1,1,1,1,1,1,1,1,38,f,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +0,1,1,0,1,0,0,0,0,0,26,m,Hispanic,yes,no,Nicaragua,no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,0,29,f,Hispanic,no,yes,'United States',no,1,'18 and more',Self,NO +1,1,1,1,1,0,0,1,1,1,33,m,White-European,no,no,Australia,no,8,'18 and more',Self,YES +0,1,1,0,1,1,1,0,1,1,32,f,Black,no,no,France,no,7,'18 and more',Parent,YES +1,1,1,1,1,1,1,1,1,1,44,f,White-European,no,no,'United States',no,10,'18 and more',Self,YES +0,1,0,0,0,0,1,0,0,1,47,f,White-European,yes,no,'United Kingdom',no,3,'18 and more',Self,NO +0,0,0,1,1,1,1,0,1,1,32,f,?,no,no,'Hong Kong',no,6,'18 and more',?,NO +0,0,0,0,0,0,0,0,0,0,40,m,White-European,no,no,'New Zealand',no,0,'18 and more',Self,NO +1,0,0,1,1,0,0,1,0,1,40,m,White-European,no,no,'United States',no,5,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,44,f,White-European,no,no,'New Zealand',no,0,'18 and more',Self,NO +1,1,1,0,1,1,1,0,1,1,56,m,White-European,yes,no,'United Kingdom',no,8,'18 and more',Self,YES +1,1,1,0,1,1,1,0,1,1,23,f,White-European,no,no,Ireland,no,8,'18 and more',Self,YES +1,1,0,1,1,0,0,1,1,1,32,f,Black,no,no,Canada,no,7,'18 and more',Self,YES +0,1,1,1,0,0,0,1,0,1,27,m,White-European,no,yes,'United Kingdom',no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,1,28,f,White-European,no,yes,'United Kingdom',no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,40,f,'Middle Eastern ',no,no,Afghanistan,no,0,'18 and more',Parent,NO +1,0,1,1,1,1,0,0,1,1,45,f,White-European,no,no,Canada,no,7,'18 and more',Self,YES +1,1,1,1,1,1,0,0,1,1,19,f,White-European,yes,no,'United Kingdom',no,8,'18 and more',Parent,YES +1,1,1,1,0,1,0,1,1,1,55,m,White-European,no,yes,'United States',no,8,'18 and more',Others,YES +1,0,0,1,0,0,1,1,0,1,27,f,White-European,yes,no,Australia,no,5,'18 and more',Self,NO +1,1,1,1,1,1,1,0,1,1,19,f,White-European,yes,no,'United Kingdom',no,9,'18 and more',Self,YES +1,0,0,1,0,0,0,1,0,0,29,m,White-European,no,no,Ireland,no,3,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,33,f,White-European,yes,no,'United Kingdom',no,10,'18 and more',Self,YES +0,0,1,1,1,1,1,1,0,0,48,f,White-European,no,no,Netherlands,no,6,'18 and more',Self,NO +0,0,0,0,0,0,0,1,1,0,37,f,Others,no,no,'United Kingdom',no,2,'18 and more',Self,NO +1,1,1,1,1,0,0,0,1,0,30,m,Asian,no,no,Afghanistan,no,6,'18 and more',Self,NO +1,1,0,1,0,0,0,0,0,1,37,f,White-European,no,no,'United Kingdom',no,4,'18 and more',Self,NO +1,0,0,1,1,0,1,1,1,1,28,f,?,no,no,'Saudi Arabia',no,7,'18 and more',?,YES +1,0,0,1,1,1,1,1,1,1,20,f,White-European,no,no,Austria,no,8,'18 and more',Self,YES +1,1,1,1,1,1,0,0,1,1,25,f,Others,no,no,'United States',no,8,'18 and more',Self,YES +1,1,1,1,1,1,0,1,0,0,58,f,'Middle Eastern ',no,no,'United Kingdom',no,7,'18 and more',Self,YES +1,0,1,0,0,0,0,0,0,0,36,f,White-European,no,no,'United States',no,2,'18 and more',Self,NO +0,0,1,1,1,0,0,1,0,0,36,m,White-European,yes,no,'United States',no,4,'18 and more',Self,NO +1,0,1,0,1,1,1,1,1,0,19,m,Hispanic,no,no,'United States',no,7,'18 and more',Self,YES +1,0,1,1,1,1,0,1,1,0,19,m,Hispanic,no,no,'United States',yes,7,'18 and more',Self,YES +1,0,0,1,1,0,0,1,0,1,22,f,White-European,no,no,'New Zealand',no,5,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,20,m,?,no,no,'United Arab Emirates',no,3,'18 and more',?,NO +0,1,0,0,0,0,1,1,0,1,24,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,0,1,1,0,0,1,1,0,19,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,1,1,0,1,0,0,1,0,1,21,m,Others,no,no,'United Arab Emirates',no,6,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,20,m,'Middle Eastern ',no,no,'United Arab Emirates',no,0,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,0,18,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +0,1,1,0,0,0,0,1,0,1,23,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,1,1,0,1,1,1,1,0,1,22,m,'Middle Eastern ',no,no,'United Arab Emirates',no,8,'18 and more',Self,YES +1,1,0,1,1,0,0,0,0,0,18,f,'South Asian',no,yes,Bangladesh,no,4,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,1,37,f,?,no,no,'United Arab Emirates',no,2,'18 and more',?,NO +1,1,1,0,1,0,0,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,5,'18 and more',Relative,NO +1,1,1,0,1,0,0,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,5,'18 and more',Relative,NO +0,0,0,0,1,0,0,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Relative,NO +1,1,1,0,0,0,0,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Relative,NO +0,1,0,0,0,0,1,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Relative,NO +1,1,1,0,0,0,0,1,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Relative,NO +1,1,1,1,1,1,1,1,1,1,19,m,White-European,no,no,Austria,no,10,'18 and more',Self,YES +1,0,0,1,1,1,1,0,1,1,55,m,White-European,no,no,'United Kingdom',no,7,'18 and more',Self,YES +1,0,0,0,0,1,1,0,1,1,32,f,Asian,no,no,Canada,no,5,'18 and more',Parent,NO +1,1,0,1,0,0,1,1,0,0,50,m,White-European,yes,no,'United Kingdom',no,5,'18 and more',Self,NO +1,1,1,1,0,0,1,1,0,0,40,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,0,1,1,1,0,0,0,0,47,m,'Middle Eastern ',no,no,Jordan,no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,1,20,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,1,0,0,0,1,1,0,0,22,f,?,no,no,Jordan,no,4,'18 and more',?,NO +1,0,0,0,0,0,1,0,0,0,21,f,?,no,no,Jordan,no,2,'18 and more',?,NO +1,0,1,1,0,0,1,1,1,0,21,f,?,no,no,Jordan,no,6,'18 and more',?,NO +1,1,1,1,1,0,0,1,0,0,19,m,?,no,no,Jordan,no,6,'18 and more',?,NO +1,0,1,1,0,0,0,0,0,0,21,f,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,0,1,0,0,0,0,0,0,21,m,?,no,no,Jordan,no,2,'18 and more',?,NO +0,1,0,1,0,1,0,1,0,1,23,f,?,no,no,Jordan,no,5,'18 and more',?,NO +1,0,0,0,0,0,0,0,0,0,21,m,?,no,no,Jordan,no,1,'18 and more',?,NO +1,0,0,0,1,0,1,1,1,0,21,m,?,no,no,Jordan,no,5,'18 and more',?,NO +0,0,0,0,0,0,0,1,0,0,23,m,?,no,no,Jordan,no,1,'18 and more',?,NO +1,0,1,1,0,1,1,1,1,1,20,f,?,no,no,Jordan,no,8,'18 and more',?,YES +1,1,1,0,0,0,0,1,0,1,21,f,?,no,no,Jordan,no,5,'18 and more',?,NO +1,1,1,0,1,0,1,1,1,1,20,m,?,no,no,Argentina,no,8,'18 and more',?,YES +1,1,0,0,0,0,1,1,0,0,19,m,?,no,no,Jordan,no,4,'18 and more',?,NO +0,1,0,0,0,0,0,1,0,0,21,m,?,no,no,Jordan,no,2,'18 and more',?,NO +1,0,1,0,0,0,1,0,0,0,26,m,?,no,yes,Jordan,no,3,'18 and more',?,NO +0,0,0,1,0,0,0,1,0,0,21,m,?,no,no,Jordan,no,2,'18 and more',?,NO +0,0,0,0,1,0,0,1,0,0,19,m,?,no,no,Japan,no,2,'18 and more',?,NO +1,0,0,1,0,0,0,1,0,1,22,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Parent,NO +1,0,0,0,0,0,0,1,0,0,19,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,0,0,1,0,0,1,0,0,1,22,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,1,0,0,0,0,0,0,1,20,m,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,0,1,0,1,0,0,1,0,0,23,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,0,0,0,1,0,1,0,0,19,f,?,no,no,Ukraine,no,2,'18 and more',?,NO +0,0,0,0,1,0,0,1,0,1,20,m,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Parent,NO +0,1,0,1,0,0,0,0,0,0,24,m,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +0,1,1,0,0,0,0,1,0,1,19,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,0,0,0,0,1,0,1,0,1,20,m,?,no,no,'United Arab Emirates',no,4,'18 and more',?,NO +1,0,1,0,1,0,0,1,0,1,23,m,'Middle Eastern ',no,yes,'United Arab Emirates',no,5,'18 and more',Self,NO +0,0,1,1,0,0,1,0,0,1,20,m,Others,no,no,Russia,no,4,'18 and more',Self,NO +1,0,1,0,1,0,0,1,0,1,20,m,'Middle Eastern ',no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +0,0,0,0,0,0,0,1,1,0,20,m,?,yes,no,'United Arab Emirates',no,2,'18 and more',?,NO +1,0,1,0,0,0,0,0,0,1,20,f,?,no,no,'United Arab Emirates',no,3,'18 and more',?,NO +1,0,0,1,1,0,0,1,0,1,21,f,Asian,no,no,Afghanistan,no,5,'18 and more',Self,NO +0,1,0,0,0,0,0,0,0,1,19,m,?,no,no,Kazakhstan,no,2,'18 and more',?,NO +1,0,0,0,0,0,0,1,0,1,20,f,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,0,0,1,1,0,1,0,0,1,20,m,'Middle Eastern ',no,no,'Saudi Arabia',no,5,'18 and more',Self,NO +1,0,0,0,0,1,0,0,1,0,25,m,'Middle Eastern ',yes,yes,Armenia,yes,3,'18 and more',Relative,NO +1,0,0,0,0,0,0,1,0,0,20,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,0,0,0,0,1,1,1,0,1,22,m,'Middle Eastern ',no,no,AmericanSamoa,no,5,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,20,f,?,no,no,'United Arab Emirates',no,2,'18 and more',?,NO +0,1,0,0,1,1,0,0,0,0,20,m,?,no,no,'United Arab Emirates',no,3,'18 and more',?,NO +0,0,0,1,0,0,1,0,0,0,20,f,?,no,no,Jordan,no,2,'18 and more',?,NO +1,0,0,0,0,0,0,1,0,0,23,f,?,no,no,Jordan,no,2,'18 and more',?,NO +1,1,1,1,1,0,1,0,1,1,21,f,?,no,no,Jordan,no,8,'18 and more',?,YES +1,0,0,0,0,0,1,1,0,1,22,m,?,no,no,Jordan,no,4,'18 and more',?,NO +1,1,0,0,0,0,0,1,0,0,21,f,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,1,0,0,0,0,0,0,1,20,f,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,0,1,0,0,0,0,0,0,22,f,?,no,no,Jordan,no,2,'18 and more',?,NO +1,0,1,1,1,0,1,1,0,0,21,f,?,yes,no,Jordan,no,6,'18 and more',?,NO +1,1,0,0,1,0,0,1,0,0,20,f,?,no,no,Jordan,no,4,'18 and more',?,NO +0,1,0,0,0,0,0,1,0,0,20,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,0,0,0,1,0,0,1,0,0,21,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,1,1,1,0,0,0,1,1,21,m,'Middle Eastern ',no,no,'United Arab Emirates',no,6,'18 and more',Self,NO +0,1,0,0,0,1,0,1,0,1,23,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,21,f,Turkish,no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,0,0,0,1,1,0,1,0,1,22,f,Black,no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +0,1,1,1,0,1,0,1,0,0,19,f,?,no,no,'United Arab Emirates',no,5,'18 and more',?,NO +1,1,1,0,1,0,0,0,0,0,20,f,Asian,no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,1,0,0,0,0,0,1,0,1,21,f,Others,no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +0,1,1,0,0,0,0,1,0,0,26,m,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,0,19,f,?,no,no,Kazakhstan,no,1,'18 and more',?,NO +1,0,0,1,0,0,1,1,0,1,20,f,?,no,no,'United Arab Emirates',no,5,'18 and more',?,NO +1,0,0,0,0,0,0,1,0,1,26,f,?,no,no,'United Arab Emirates',no,3,'18 and more',?,NO +1,0,0,1,0,0,1,0,0,1,23,f,Black,no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,0,0,1,0,0,1,0,0,1,28,f,?,no,no,'United Arab Emirates',no,4,'18 and more',?,NO +0,1,0,1,1,0,0,0,0,0,19,f,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,0,20,f,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +0,1,0,0,1,0,1,1,0,1,19,f,Black,no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +1,0,1,1,1,1,1,1,1,0,24,m,Asian,no,no,India,no,8,'18 and more',Self,YES +1,0,0,1,1,0,0,1,0,1,19,f,'South Asian',no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,0,22,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,1,0,1,0,0,0,0,0,1,20,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,1,0,1,0,0,0,1,0,0,21,m,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +0,0,1,1,1,0,0,1,0,0,24,f,Others,no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,1,1,1,0,0,0,0,1,18,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,0,1,1,1,0,1,1,0,1,19,f,'Middle Eastern ',no,no,'United Arab Emirates',no,7,'18 and more',Self,YES +1,0,1,0,0,0,0,0,0,0,19,f,'Middle Eastern ',no,no,'United Arab Emirates',no,2,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,1,31,m,'Middle Eastern ',yes,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,1,0,1,0,0,1,1,0,0,19,m,'Middle Eastern ',no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +1,0,0,0,0,0,1,0,1,1,21,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,1,20,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +1,0,1,0,1,0,1,1,0,1,26,f,'Middle Eastern ',no,no,'United Arab Emirates',no,6,'18 and more',Self,NO +0,0,0,0,0,0,1,0,0,0,27,m,'Middle Eastern ',no,no,Afghanistan,no,1,'18 and more',Self,NO +1,0,1,0,0,1,0,1,0,0,23,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,1,0,1,0,0,0,0,0,0,29,f,?,no,no,'United Arab Emirates',no,2,'18 and more',?,NO +1,1,1,1,0,0,1,0,0,0,23,m,'Middle Eastern ',no,no,'United Arab Emirates',no,5,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,1,23,m,Turkish,no,no,'United Arab Emirates',no,4,'18 and more',Others,NO +1,0,1,1,1,1,0,1,1,1,24,m,Asian,no,yes,India,no,8,'18 and more',Self,YES +1,0,0,1,0,0,1,1,0,0,21,m,?,no,no,Jordan,no,4,'18 and more',?,NO +0,0,0,0,1,0,1,0,0,0,20,f,?,no,no,Brazil,yes,2,'18 and more',?,NO +1,0,1,0,1,0,1,1,1,0,20,m,?,no,no,Jordan,no,6,'18 and more',?,NO +1,1,1,1,1,1,1,0,1,1,32,f,Black,no,no,France,no,9,'18 and more',Parent,YES +1,1,1,1,1,1,1,1,1,1,61,m,White-European,yes,yes,Uruguay,no,10,'18 and more',Self,YES +1,0,0,1,1,0,0,0,0,0,19,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,1,1,1,1,0,1,1,0,35,f,White-European,no,no,Italy,no,8,'18 and more',Self,YES +1,0,0,0,0,1,0,0,0,1,34,f,White-European,no,no,Ukraine,yes,3,'18 and more',Self,NO +0,0,1,1,0,0,0,0,0,0,23,f,'Middle Eastern ',no,no,'United Arab Emirates',yes,2,'18 and more',Self,NO +1,1,1,1,0,0,0,0,0,1,19,f,White-European,no,no,Serbia,no,5,'18 and more',Self,NO +1,1,0,0,1,1,0,1,0,1,36,f,Others,no,no,Philippines,no,6,'18 and more',Parent,NO +1,1,0,0,0,0,0,1,0,1,21,f,?,no,no,Jordan,no,4,'18 and more',?,NO +0,1,0,0,0,0,0,1,0,0,23,m,White-European,no,no,'United States',no,2,'18 and more',Self,NO +1,0,1,1,1,0,1,0,0,1,17,m,Black,no,no,'United States',no,6,'18 and more',Relative,NO +1,0,1,0,0,0,0,0,0,0,22,m,White-European,no,no,Portugal,no,2,'18 and more',Self,NO +0,1,1,1,1,0,1,0,0,1,33,m,White-European,no,yes,Australia,no,6,'18 and more',Relative,NO +1,1,1,1,1,0,0,1,0,1,23,f,Asian,no,no,Malaysia,no,7,'18 and more',Self,YES +0,1,1,1,1,1,0,1,0,1,35,f,White-European,no,yes,Sweden,no,7,'18 and more',Self,YES +1,0,0,0,0,0,0,1,0,1,21,m,White-European,no,yes,Australia,no,3,'18 and more',Self,NO +1,0,0,1,1,0,1,1,1,1,20,f,White-European,no,no,Austria,no,7,'18 and more',Self,YES +1,0,0,0,0,0,0,1,0,0,29,m,White-European,no,no,Netherlands,no,2,'18 and more','Health care professional',NO +1,1,1,1,1,1,1,0,1,1,59,m,White-European,no,no,'United States',no,9,'18 and more',Self,YES +1,1,1,0,0,0,0,1,0,1,18,f,White-European,no,no,Netherlands,no,5,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,19,f,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +0,0,1,1,0,0,0,1,0,0,24,m,'Middle Eastern ',no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,1,1,1,1,0,0,1,1,0,36,f,White-European,no,no,Italy,no,7,'18 and more',Self,YES +0,0,1,1,1,0,0,0,0,1,19,f,?,yes,no,Jordan,no,4,'18 and more',?,NO +1,1,0,0,0,0,1,0,0,0,17,f,Black,no,no,'United Arab Emirates',no,3,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,52,m,White-European,yes,no,'United Kingdom',no,3,'18 and more',Self,NO +1,1,0,1,1,0,0,0,0,0,18,m,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,0,0,0,0,1,0,0,0,30,m,Asian,no,no,Philippines,no,1,'18 and more',Self,NO +0,1,1,1,1,1,0,1,1,1,18,m,'Middle Eastern ',yes,no,'New Zealand',no,8,'18 and more',Self,YES +1,1,1,1,1,0,0,1,0,0,27,m,Latino,no,no,Ecuador,no,6,'18 and more',Self,NO +0,0,0,1,0,0,0,0,0,0,52,f,White-European,no,no,'United Kingdom',no,1,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,45,f,Asian,no,no,'Viet Nam',no,1,'18 and more',Self,NO +0,1,1,1,1,1,0,0,1,0,25,f,Others,no,no,Afghanistan,no,6,'18 and more','Health care professional',NO +0,0,0,1,0,0,1,0,0,1,29,f,White-European,no,no,'United Kingdom',no,3,'18 and more',Self,NO +1,1,0,1,1,1,1,1,0,1,29,f,White-European,yes,no,'United States',no,8,'18 and more',Self,YES +1,0,0,0,0,1,0,0,0,1,18,m,White-European,no,yes,Netherlands,no,3,'18 and more',Self,NO +0,0,1,1,0,1,1,1,1,1,18,m,White-European,no,no,Netherlands,no,7,'18 and more',Relative,YES +1,0,1,1,0,1,0,0,0,1,17,m,White-European,no,no,Netherlands,no,5,'18 and more',Relative,NO +1,1,1,1,1,1,1,1,1,1,27,f,Asian,no,no,'United States',no,10,'18 and more',Self,YES +0,0,0,0,0,0,0,1,0,0,22,f,Asian,yes,no,Malaysia,no,1,'18 and more',Self,NO +0,0,0,0,0,1,0,1,1,0,23,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,1,1,1,1,0,1,1,0,0,25,m,Latino,no,no,'United Kingdom',no,7,'18 and more',Self,YES +1,0,1,1,1,0,0,0,0,0,23,f,'South Asian',no,no,'New Zealand',no,4,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,29,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,0,1,1,0,1,0,0,0,27,f,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +1,0,0,0,0,1,0,1,0,0,27,f,Asian,no,no,India,no,3,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,43,f,'South Asian',no,no,India,no,0,'18 and more',Parent,NO +1,0,0,0,0,0,0,1,0,0,26,f,Asian,no,no,India,no,2,'18 and more',Self,NO +1,0,0,0,1,0,0,1,0,1,30,f,Asian,no,no,India,no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,23,m,White-European,no,no,India,no,1,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,0,29,f,Asian,no,no,'Sri Lanka',no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,1,37,m,White-European,no,no,'United Kingdom',no,2,'18 and more',Parent,NO +0,0,0,0,0,0,1,0,0,1,28,f,White-European,no,no,'United Kingdom',no,2,'18 and more',Self,NO +1,1,1,1,0,0,1,1,0,0,25,m,'South Asian',no,no,'United States',no,6,'18 and more',Self,NO +1,0,1,1,0,0,1,1,0,0,25,m,Others,no,no,India,no,5,'18 and more',Self,NO +0,1,0,0,0,0,0,1,1,0,21,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,1,1,1,1,1,0,1,1,43,m,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +1,1,0,1,1,1,0,0,1,1,30,f,White-European,no,no,'United States',no,7,'18 and more',Self,YES +0,1,1,0,0,0,1,0,0,1,18,m,Black,no,no,Niger,no,4,'18 and more',Self,NO +1,1,1,1,0,0,0,1,0,0,18,f,White-European,no,no,Romania,no,5,'18 and more',Self,NO +1,1,1,1,0,0,1,1,1,0,30,m,Others,no,no,Canada,no,7,'18 and more',Self,YES +0,0,0,0,0,0,0,0,0,0,31,f,White-European,no,no,Germany,no,0,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,1,33,m,Latino,no,no,Mexico,no,5,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,33,m,Latino,no,no,Mexico,no,10,'18 and more',Self,YES +1,1,1,1,0,0,1,0,0,1,26,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,0,1,1,0,0,0,0,0,0,61,f,White-European,no,no,'United States',no,3,'18 and more',Self,NO +0,0,0,1,0,0,0,1,0,1,46,m,Others,no,no,'Viet Nam',no,3,'18 and more',Self,NO +0,1,1,1,1,1,1,0,1,1,33,m,Asian,no,no,India,no,8,'18 and more',Self,YES +1,1,1,1,1,0,1,1,0,1,38,f,Black,no,no,Canada,no,8,'18 and more',Self,YES +1,1,0,0,0,0,0,1,0,0,44,m,Black,no,no,France,no,3,'18 and more',Parent,NO +0,1,1,1,1,0,0,0,1,0,48,f,Black,no,yes,France,no,5,'18 and more',Parent,NO +1,1,0,1,1,1,0,1,1,1,42,f,Latino,yes,no,Mexico,no,8,'18 and more',Self,YES +0,1,0,0,1,0,1,1,0,0,37,m,White-European,no,no,Belgium,no,4,'18 and more',Self,NO +1,0,1,1,1,0,0,1,0,1,23,f,White-European,no,yes,'United Kingdom',no,6,'18 and more',Self,NO +1,0,1,1,1,0,1,1,1,1,24,m,White-European,no,yes,'United Kingdom',no,8,'18 and more',Relative,YES +1,0,1,0,1,0,1,1,0,1,41,m,?,yes,yes,'United Kingdom',no,6,'18 and more',?,NO +1,0,1,0,0,0,1,0,0,1,41,m,Asian,no,no,'United Kingdom',no,4,'18 and more',Self,NO +0,1,1,0,1,0,0,1,0,0,27,m,White-European,no,no,Belgium,no,4,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,46,f,White-European,yes,yes,'United Kingdom',no,10,'18 and more',Self,YES +0,1,0,0,0,0,0,0,0,1,40,f,White-European,yes,no,'United States',no,2,'18 and more',Self,NO +0,1,1,1,1,1,1,1,0,1,22,f,White-European,no,no,'United States',no,8,'18 and more',Self,YES +1,1,1,1,1,1,1,0,1,1,42,m,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +1,1,1,0,0,0,0,0,0,1,18,f,Asian,no,no,'Viet Nam',no,4,'18 and more',Self,NO +1,0,1,1,0,0,0,0,0,0,44,f,White-European,no,no,'United Kingdom',no,3,'18 and more',Self,NO +1,1,1,1,1,0,1,1,1,1,30,f,White-European,no,no,'United States',no,9,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,42,m,White-European,no,no,Australia,no,9,'18 and more',Self,YES +1,1,0,1,0,0,1,0,0,0,35,f,White-European,no,yes,'United States',no,4,'18 and more',Parent,NO +1,0,1,1,1,0,1,0,1,1,40,m,Black,no,no,AmericanSamoa,no,7,'18 and more',Self,YES +0,1,0,0,0,0,0,0,1,1,50,f,?,no,no,'New Zealand',no,3,'18 and more',?,NO +0,0,1,1,0,0,0,0,0,1,38,m,'Middle Eastern ',no,no,Egypt,no,3,'18 and more',Self,NO +1,1,1,1,1,0,0,1,1,1,26,f,White-European,no,yes,Italy,no,8,'18 and more',Self,YES +1,1,1,1,1,0,0,1,0,1,27,f,White-European,no,no,Malaysia,no,7,'18 and more',Self,YES +1,1,1,1,1,0,1,0,1,0,47,f,White-European,yes,yes,'United States',no,7,'18 and more',Self,YES +1,1,0,1,1,1,0,0,0,1,21,m,Black,yes,yes,'United States',no,6,'18 and more',Parent,NO +1,1,1,1,0,1,0,1,1,1,37,m,White-European,no,no,'United Kingdom',no,8,'18 and more',Self,YES +1,0,0,0,0,0,1,1,0,1,19,f,Others,no,no,'United Kingdom',no,4,'18 and more',Self,NO +0,0,0,1,0,0,1,1,0,1,32,m,Asian,no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,0,0,0,1,0,0,1,0,1,26,f,?,no,no,Iran,no,3,'18 and more',?,NO +1,1,1,1,1,1,1,1,1,1,46,f,White-European,yes,yes,Australia,no,10,'18 and more',Self,YES +0,1,0,0,0,0,0,1,0,0,29,m,Black,no,no,France,no,2,'18 and more',Self,NO +1,0,0,0,1,0,0,0,0,0,30,f,Black,no,no,France,no,2,'18 and more',Self,NO +1,1,0,0,0,0,1,1,0,0,32,f,Latino,no,no,Bolivia,no,4,'18 and more',Relative,NO +0,1,1,1,0,0,0,0,0,1,35,f,White-European,yes,no,'United States',no,4,'18 and more',Self,NO +0,1,1,1,1,1,1,1,1,1,22,m,White-European,no,no,'United Kingdom',no,9,'18 and more',Self,YES +0,0,0,1,1,0,1,0,0,1,19,f,?,no,no,Iran,no,4,'18 and more',?,NO +0,1,0,0,1,0,0,0,0,1,24,m,?,no,no,Iran,no,3,'18 and more',?,NO +0,1,0,0,1,0,0,0,0,0,52,f,?,no,no,Iran,no,2,'18 and more',?,NO +0,1,0,0,1,1,0,0,1,1,52,m,?,no,no,Iran,no,5,'18 and more',?,NO +1,0,1,0,0,1,0,1,0,0,32,f,White-European,no,no,'United States',no,4,'18 and more',Self,NO +0,1,1,1,1,1,0,0,0,1,24,m,White-European,no,no,'United States',no,6,'18 and more',Relative,NO +1,1,1,1,1,1,0,1,1,1,24,m,White-European,no,no,'United States',no,9,'18 and more',Relative,YES +0,1,0,0,0,0,0,0,0,0,49,f,'Middle Eastern ',yes,no,'New Zealand',no,1,'18 and more',Parent,NO +0,1,1,1,1,1,1,1,1,1,30,f,Asian,no,no,Malaysia,no,9,'18 and more',Self,YES +0,1,1,1,1,1,1,1,1,1,30,f,Asian,no,yes,Malaysia,yes,9,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,35,f,White-European,yes,no,'United Kingdom',no,9,'18 and more',Self,YES +1,0,1,1,1,1,1,0,0,1,35,f,White-European,yes,no,'United Kingdom',no,7,'18 and more',Self,YES +1,0,1,1,0,0,0,0,0,1,37,f,White-European,no,yes,'United Kingdom',no,4,'18 and more',Self,NO +0,1,1,1,0,0,0,1,0,1,43,m,White-European,no,no,'United Kingdom',no,5,'18 and more',Self,NO +1,1,1,1,0,0,1,0,0,1,52,m,White-European,no,no,'United Kingdom',no,6,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,44,m,White-European,no,yes,'United Kingdom',no,10,'18 and more',Self,YES +1,1,0,0,0,0,0,0,0,0,46,f,White-European,no,yes,'United Kingdom',no,2,'18 and more',Self,NO +1,0,0,0,1,0,0,0,0,1,42,f,White-European,no,yes,Australia,no,3,'18 and more',Self,NO +0,0,1,0,0,0,0,0,0,0,20,m,Asian,no,no,Aruba,no,1,'18 and more',Self,NO +1,1,1,0,1,0,1,0,1,1,18,m,'Middle Eastern ',no,no,'New Zealand',no,7,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,38,m,White-European,no,no,Finland,no,9,'18 and more',Relative,YES +1,0,0,1,1,0,0,1,0,0,24,f,Latino,no,yes,Mexico,no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,32,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,0,1,1,0,0,0,0,0,29,m,Turkish,no,no,'United States',no,4,'18 and more',Self,NO +1,1,1,1,1,1,1,1,0,1,22,f,White-European,no,no,'United States',no,9,'18 and more',Self,YES +0,1,1,1,1,1,0,0,0,1,19,f,White-European,yes,no,'United Kingdom',no,6,'18 and more',Self,NO +1,1,1,1,1,1,1,0,1,1,39,f,White-European,no,yes,'United States',no,9,'18 and more',Self,YES +1,0,0,1,1,1,1,1,1,1,17,m,Black,no,no,'United States',no,8,'18 and more',Self,YES +0,1,0,1,0,1,1,0,1,1,19,f,'Middle Eastern ',no,no,Iceland,no,6,'18 and more',Parent,NO +1,0,0,0,0,0,1,1,1,0,18,m,White-European,no,no,Australia,no,4,'18 and more',Parent,NO +0,1,0,0,1,1,0,0,1,0,19,m,?,no,no,Kazakhstan,yes,4,'18 and more',?,NO +0,1,0,0,0,0,0,1,0,0,28,f,Turkish,no,no,Turkey,no,2,'18 and more',Self,NO +0,1,0,1,0,1,0,0,0,1,29,m,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,1,0,0,0,0,1,1,0,0,48,m,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,1,1,1,1,1,0,1,1,1,27,f,White-European,yes,yes,Netherlands,no,9,'18 and more',Self,YES +1,0,1,1,0,0,0,0,0,0,34,f,White-European,no,no,'United Kingdom',no,3,'18 and more',Self,NO +1,1,0,1,0,0,0,0,0,1,31,m,White-European,no,no,Australia,no,4,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,47,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,0,0,1,0,0,0,1,0,0,47,m,?,no,no,Jordan,no,3,'18 and more',?,NO +1,1,1,1,1,1,1,1,1,1,44,m,White-European,no,yes,'United Kingdom',no,10,'18 and more',Self,YES +1,0,0,0,1,0,1,1,0,0,25,f,White-European,no,no,'United States',no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,0,25,f,White-European,no,no,'United States',no,4,'18 and more',Self,NO +1,1,0,0,1,1,1,1,1,1,20,m,White-European,no,no,'United Kingdom',no,8,'18 and more',Self,YES +1,1,1,1,1,0,1,1,1,1,43,m,White-European,yes,no,'New Zealand',no,9,'18 and more',Self,YES +1,1,1,1,1,0,0,1,1,1,36,f,White-European,no,yes,'United Kingdom',no,8,'18 and more',Self,YES +1,1,0,0,0,0,0,1,0,0,30,f,Asian,no,yes,'United States',no,3,'18 and more',Self,NO +0,0,1,1,0,0,0,0,0,0,44,m,Black,no,no,'United Kingdom',no,2,'18 and more',Self,NO +1,1,0,0,1,0,0,0,0,1,40,f,Black,no,no,'United Kingdom',no,4,'18 and more',Parent,NO +1,1,0,0,1,1,0,1,1,0,40,f,Black,yes,no,'United Kingdom',no,6,'18 and more',Relative,NO +1,1,0,1,1,1,0,1,1,0,40,f,Black,yes,yes,'United Kingdom',no,7,'18 and more',Relative,YES +1,1,1,1,1,0,0,1,0,1,30,m,Others,no,no,'United States',no,7,'18 and more',Self,YES +1,0,1,1,0,0,1,0,0,1,47,f,White-European,no,no,'United Kingdom',no,5,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,21,m,Black,no,no,Brazil,no,10,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,21,m,Black,no,no,Brazil,no,9,'18 and more',Self,YES +1,0,1,1,1,1,1,1,1,1,31,f,?,no,no,'New Zealand',no,9,'18 and more',?,YES +1,1,1,0,0,0,0,0,0,0,21,f,Asian,no,no,'New Zealand',no,3,'18 and more',Self,NO +0,1,1,1,0,0,0,1,1,0,29,f,Asian,no,no,'United States',no,5,'18 and more',Self,NO +0,1,1,1,1,0,1,0,1,0,22,m,'Middle Eastern ',no,no,Afghanistan,no,6,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,51,m,White-European,yes,no,'United Kingdom',no,10,'18 and more',Self,YES +1,0,0,0,0,0,0,0,0,0,23,m,?,no,no,Russia,no,1,'18 and more',?,NO +1,0,0,0,1,0,0,0,1,1,30,m,Asian,no,no,India,no,4,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,0,22,m,Others,no,no,India,no,3,'18 and more',Self,NO +1,1,0,0,0,0,0,1,0,1,22,m,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,1,24,m,Asian,no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,1,26,f,'South Asian',no,no,India,no,3,'18 and more',Self,NO +1,0,1,1,0,0,0,1,1,1,33,f,Asian,no,no,India,no,6,'18 and more',Parent,NO +1,0,0,0,0,0,0,1,1,0,23,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,1,0,0,0,0,1,0,0,42,f,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,1,0,0,0,0,0,0,0,26,f,Asian,no,no,India,no,2,'18 and more',Self,NO +1,0,0,0,0,0,0,1,0,0,29,f,Asian,no,no,'New Zealand',no,2,'18 and more',Self,NO +1,0,0,0,0,0,1,0,0,1,35,f,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,0,0,1,1,0,1,0,0,25,f,'South Asian',no,no,India,no,4,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,0,25,m,Asian,no,no,'Sri Lanka',no,3,'18 and more',Self,NO +0,0,0,0,0,0,0,1,0,0,28,f,Asian,yes,no,India,no,1,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,0,33,m,White-European,no,no,Germany,no,1,'18 and more',Self,NO +1,0,0,1,0,0,1,1,0,0,25,m,Asian,no,no,India,no,4,'18 and more',Self,NO +0,0,1,0,1,1,0,1,0,1,25,m,Asian,no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,0,24,m,Asian,no,no,India,no,4,'18 and more',Self,NO +1,1,1,1,0,0,0,0,0,1,27,f,'South Asian',no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,0,0,0,0,0,0,22,m,'South Asian',no,no,India,no,1,'18 and more',Self,NO +1,1,0,1,0,0,0,1,0,1,21,f,'South Asian',no,no,India,no,5,'18 and more',Self,NO +1,0,1,1,0,1,0,1,0,1,27,f,'South Asian',no,no,India,no,6,'18 and more',Self,NO +1,0,0,0,1,0,1,0,0,0,23,m,'South Asian',no,no,India,no,3,'18 and more',Self,NO +0,0,0,1,1,0,0,1,0,1,22,m,Asian,no,no,India,no,4,'18 and more',Self,NO +0,1,0,0,0,0,0,0,0,1,23,f,'South Asian',no,no,India,no,2,'18 and more',Self,NO +1,0,0,1,0,0,0,1,0,1,30,m,Asian,no,no,India,no,4,'18 and more',Self,NO +0,1,0,0,1,0,1,1,0,0,33,m,Asian,no,no,India,no,4,'18 and more',Self,NO +1,0,1,1,1,0,1,1,1,0,24,f,'South Asian',no,no,India,no,7,'18 and more',Self,YES +1,0,0,0,1,0,1,1,0,0,22,f,Asian,no,no,'New Zealand',no,4,'18 and more',Self,NO +1,0,0,1,1,0,1,1,1,1,22,m,Asian,no,no,'New Zealand',no,7,'18 and more',Self,YES +1,0,0,0,0,0,0,1,0,1,29,f,'South Asian',no,no,India,no,3,'18 and more',Self,NO +1,0,1,0,1,0,1,1,0,1,22,f,Asian,no,no,India,no,6,'18 and more',Self,NO +1,0,1,0,0,0,0,1,0,0,21,m,Asian,yes,no,India,no,3,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,0,23,m,Asian,no,no,India,no,3,'18 and more',Self,NO +1,0,0,0,1,0,1,1,0,1,23,f,Others,no,no,India,no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,1,1,1,23,f,Asian,no,no,India,no,6,'18 and more',Self,NO +1,1,0,1,1,0,1,1,0,0,32,m,Asian,no,no,'Sri Lanka',no,6,'18 and more',Self,NO +0,0,0,0,0,0,1,0,0,1,27,m,Asian,no,no,'Sri Lanka',no,2,'18 and more',Self,NO +0,0,1,0,0,0,0,1,0,0,28,f,Asian,no,no,India,no,2,'18 and more',Parent,NO +1,1,0,0,1,0,0,1,1,1,25,f,'Middle Eastern ',no,no,India,no,6,'18 and more',Self,NO +1,0,1,0,1,0,1,1,1,1,22,m,Black,no,no,Nepal,no,7,'18 and more',Self,YES +0,1,1,0,0,0,1,0,0,1,36,m,White-European,no,no,'United Kingdom',no,4,'18 and more',Self,NO +0,0,0,0,0,0,0,0,0,0,27,f,?,no,no,Russia,no,0,'18 and more',?,NO +1,1,1,1,1,1,1,1,1,1,21,f,White-European,no,no,Germany,no,10,'18 and more',Self,YES +1,1,0,1,1,0,0,1,0,0,18,m,Black,no,no,'United States',no,5,'18 and more',Self,NO +1,0,0,0,1,1,1,1,1,1,49,m,Black,no,no,Mexico,no,7,'18 and more',Parent,YES +1,1,1,0,0,0,0,1,0,0,18,m,Asian,no,no,Indonesia,no,4,'18 and more',Self,NO +1,0,1,1,1,0,1,1,1,0,29,m,Latino,no,no,'United States',no,7,'18 and more',Self,YES +0,0,0,0,1,0,0,1,0,0,31,f,?,no,no,'New Zealand',no,2,'18 and more',?,NO +1,0,0,0,0,0,0,0,0,0,37,f,'Middle Eastern ',no,no,'New Zealand',no,1,'18 and more',Parent,NO +1,0,1,1,1,0,0,1,0,1,17,m,'Middle Eastern ',yes,no,'New Zealand',no,6,'18 and more',Parent,NO +1,0,1,1,0,0,1,1,1,1,17,m,?,no,yes,'New Zealand',no,7,'18 and more',?,YES +1,1,1,1,0,0,0,0,0,0,38,f,'Middle Eastern ',no,no,Jordan,no,4,'18 and more',Self,NO +1,0,1,0,0,1,0,1,0,1,18,m,White-European,yes,no,Angola,no,5,'18 and more',Parent,NO +1,0,1,1,1,0,0,0,0,0,31,f,'Middle Eastern ',no,no,'United Arab Emirates',no,4,'18 and more',Self,NO +0,1,1,1,0,0,0,0,0,0,33,m,'Middle Eastern ',yes,no,'United Arab Emirates',yes,3,'18 and more',Self,NO +1,1,0,0,0,0,0,0,0,0,32,f,'Middle Eastern ',yes,no,Jordan,no,2,'18 and more',Self,NO +1,0,0,0,0,0,1,0,0,1,30,m,?,yes,no,Jordan,no,3,'18 and more',?,NO +0,0,0,0,0,0,0,0,0,1,33,f,?,no,no,'United States',no,1,'18 and more',?,NO +1,1,1,1,1,1,1,1,1,1,30,f,White-European,no,yes,Canada,no,10,'18 and more',Self,YES +1,1,1,1,1,0,1,1,1,1,30,m,Asian,no,no,'United States',no,9,'18 and more',Self,YES +1,0,0,1,1,0,1,0,0,1,38,f,White-European,no,yes,'United Kingdom',no,5,'18 and more',Self,NO +1,0,0,0,1,0,1,0,1,1,22,m,Asian,no,no,India,no,5,'18 and more',Self,NO +1,1,0,0,1,0,1,0,1,0,36,m,others,no,no,'United States',no,5,'18 and more',Self,NO +0,0,1,1,0,0,1,0,0,0,43,m,?,no,no,Azerbaijan,no,3,'18 and more',?,NO +1,1,1,1,1,1,0,0,1,1,44,m,?,no,no,Pakistan,no,8,'18 and more',?,YES +1,1,1,0,1,1,0,1,1,1,20,f,White-European,no,no,France,no,8,'18 and more',Self,YES +1,1,1,1,1,1,0,1,1,1,40,f,Others,yes,yes,Australia,no,9,'18 and more',Self,YES +1,0,0,1,1,1,0,0,1,0,25,m,White-European,no,no,Italy,no,5,'18 and more',Self,NO +1,0,0,0,0,0,1,1,0,1,28,m,White-European,no,no,Australia,no,4,'18 and more',Self,NO +0,0,0,0,0,0,1,1,0,1,17,m,White-European,no,no,Canada,no,3,'18 and more',Self,NO +1,1,1,1,1,1,1,0,1,1,34,m,White-European,no,no,'United States',no,9,'18 and more',Self,YES +0,0,0,0,0,0,0,1,0,0,56,m,?,no,no,Iraq,no,1,'18 and more',?,NO +0,0,1,0,0,0,1,1,0,0,50,f,'Middle Eastern ',no,no,'New Zealand',no,3,'18 and more',Parent,NO +1,0,0,0,0,0,1,1,0,1,38,m,White-European,no,no,'United States',no,4,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,47,m,White-European,no,no,'United States',no,10,'18 and more',Self,YES +1,1,1,1,1,0,1,1,1,1,30,m,Others,no,no,'United States',no,9,'18 and more',Self,YES +1,1,1,1,1,0,0,1,0,1,21,m,Hispanic,no,no,'United States',no,7,'18 and more',Self,YES +1,1,1,1,1,0,1,1,0,1,21,m,White-European,no,no,Ireland,no,8,'18 and more',Self,YES +1,1,1,0,1,0,1,1,1,1,31,m,Latino,no,no,Mexico,no,8,'18 and more',Self,YES +1,1,0,0,1,1,0,1,0,1,27,f,White-European,yes,no,'Czech Republic',no,6,'18 and more',Self,NO +1,1,1,1,0,0,0,0,1,0,24,f,White-European,yes,no,'United States',no,5,'18 and more',Self,NO +1,1,0,0,0,0,1,0,0,1,35,m,White-European,yes,no,'United Kingdom',no,4,'18 and more',Parent,NO +1,0,0,0,0,0,1,0,0,1,18,m,Black,no,no,Ethiopia,no,3,'18 and more','Health care professional',NO +1,1,1,1,1,0,0,1,1,1,43,f,Black,no,no,'United States',no,8,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,44,m,White-European,no,yes,Afghanistan,no,10,'18 and more',Self,YES +1,1,1,1,1,1,1,1,1,1,40,m,White-European,yes,yes,'United Kingdom',no,10,'18 and more',Parent,YES +1,1,0,1,1,1,1,1,1,1,49,f,Hispanic,no,no,'United States',no,9,'18 and more',Self,YES +1,1,0,0,0,0,0,1,0,0,24,m,Hispanic,no,no,'United States',no,3,'18 and more',Self,NO +1,1,0,0,0,0,0,1,1,0,30,f,White-European,yes,yes,'United States',no,4,'18 and more',Self,NO +1,0,1,0,0,0,0,1,0,1,53,m,Hispanic,no,no,'United States',no,4,'18 and more',Relative,NO +1,0,1,1,1,0,0,1,1,1,38,m,White-European,no,yes,Belgium,no,7,'18 and more',Self,YES +1,0,0,0,1,0,1,1,0,1,28,m,White-European,no,no,'United States',no,5,'18 and more',Self,NO +1,1,1,0,1,1,1,1,1,1,28,m,White-European,no,no,'United States',no,9,'18 and more',Self,YES +1,0,1,1,1,1,1,0,1,1,26,m,Black,no,no,Canada,no,8,'18 and more',Self,YES +1,0,0,0,1,1,1,1,1,1,39,f,White-European,no,no,Canada,no,7,'18 and more',Self,YES +0,0,0,0,1,0,0,0,0,0,31,f,Asian,yes,no,India,no,1,'18 and more',Self,NO +1,0,0,1,0,0,1,1,0,0,24,m,Black,no,no,'United States',no,4,'18 and more',Self,NO +1,1,1,0,1,1,1,1,0,1,28,m,White-European,no,no,'United States',no,8,'18 and more',Self,YES +1,0,0,1,0,0,0,1,0,1,31,f,White-European,no,no,'United Kingdom',no,4,'18 and more',Self,NO +1,1,1,1,1,0,0,1,0,1,27,m,White-European,yes,no,'United States',no,7,'18 and more',Self,YES +1,0,1,1,0,0,1,1,0,0,28,m,Latino,no,no,Brazil,yes,5,'18 and more',Parent,NO +1,1,1,1,1,1,0,1,1,1,31,m,Turkish,no,yes,Australia,no,9,'18 and more',Self,YES +1,1,1,1,1,0,0,0,0,1,46,f,Asian,no,no,Philippines,no,6,'18 and more',Self,NO +1,1,1,1,1,1,1,1,1,1,27,f,Pasifika,no,no,Australia,no,10,'18 and more',Self,YES +0,1,0,1,1,0,1,1,1,1,25,f,White-European,no,no,Russia,no,7,'18 and more',Self,YES +1,0,0,0,0,0,0,1,0,1,34,m,Hispanic,no,no,Mexico,no,3,'18 and more',Parent,NO +1,0,1,1,1,0,1,1,0,1,24,f,?,no,no,Russia,no,7,'18 and more',?,YES +1,0,0,1,1,0,1,0,1,1,35,m,'South Asian',no,no,Pakistan,no,6,'18 and more',Self,NO +1,0,1,1,1,0,1,1,1,1,26,f,White-European,no,no,Cyprus,no,8,'18 and more',Self,YES diff --git a/Autism Screening Adult/README.md b/Autism Screening Adult/README.md new file mode 100644 index 0000000..306df7a --- /dev/null +++ b/Autism Screening Adult/README.md @@ -0,0 +1,67 @@ +Data Science Dojo
+Copyright (c) 2016 - 2019 + +--- + +**Level:** Advanced
+**Recommended Use:** Classification Models
+**Domain:** Healthcare/Social Sciences
+ +## Autism Screening Adult Data Set + +### Detect Autistic Spectrum Disorder (ASD) cases + + +--- +![](79.jpg) +--- + +This *advanced* level data set has Autistic Spectrum Disorder (ASD) Screening Test Data for 704 adults. There are 21 attributes in the dataset that include test takers' +demographics such as *Age*, *Gender*, *Ethnicity* etc. The screening test included 10 questions (A1 to A10) that test takers answered. In each of these 10 questions, +the test takers were given a statement with which they had to agree or disagree. For example, the statement at question A1 is "I often notice small sounds when other do not". +The test takers' responses to A1 and A10 are coded as binary values (0,1). Once the test taker has answered all 10 questions, his/her status on ASD is determined which +is recorded under **Class/ASD** variable. You can encouraged to explore the [ASD Test Mobile App](http://asdtests.com/#) + + +This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**. +Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set: + +--- + +### Data Dictionary + +| Column Position | Atrribute Name | Definition | Data Type | Example | % Null Ratios | +|------------------- |----------------- |----------------------------------------------------------------------------------------------------------------------------------------------------- |-------------- |------------------------------------ |--------------- | +| 1 | A1_Score | Question 1 Answer: Binary (0, 1) | Quantitative | 0, 1 | 0 | +| 2 | A2_Score | Question 2 Answer: Binary (0, 1) | Quantitative | 0, 2 | 0 | +| 3 | A3_Score | Question 3 Answer: Binary (0, 1) | Quantitative | 0, 3 | 0 | +| 4 | A4_Score | Question 4 Answer: Binary (0, 1) | Quantitative | 0, 4 | 0 | +| 5 | A5_Score | Question 5 Answer: Binary (0, 1) | Quantitative | 0, 5 | 0 | +| 6 | A6_Score | Question 6 Answer: Binary (0, 1) | Quantitative | 0, 6 | 0 | +| 7 | A7_Score | Question 7 Answer: Binary (0, 1) | Quantitative | 0, 7 | 0 | +| 8 | A8_Score | Question 8 Answer: Binary (0, 1) | Quantitative | 0, 8 | 0 | +| 9 | A9_Score | Question 9 Answer: Binary (0, 1) | Quantitative | 0, 9 | 0 | +| 10 | A10_Score | Question 10 Answer: Binary (0, 1) | Quantitative | 0, 10 | 0 | +| 11 | Age | Age in years | Quantitative | 24, 32, 40 | 1 | +| 12 | Gender | Gender (m: Male, f: Female) | Qualitative | "m", "f" | 0 | +| 13 | Ethnicity | List of common ethnicities (White-European, Latino, Others, Black, Asian, Middle Eastern, Pasifika, South Asian, Hispanic, Turkish) | Qualitative | "Middle-Eastern", "Asian", "Black" | 13 | +| 14 | Jundice | Whether the case was born with Jundice (Yes, No) | Qualitative | "yes", "no" | 0 | +| 15 | Austim | Whether any immediate family member has a PDD (Yes, No) | Qualitative | "yes", "no" | 0 | +| 16 | Country_of_res | Country of residence (List of countries) | Qualitative | "Austria", "Ireland", "Jordan" | 0 | +| 17 | Used_app_before | Whether the user has used the screening app before (Yes, No) | Qualitative | "yes", "no" | 0 | +| 18 | Result | Screening score: The final score obtained based on the scoring algorithm of the screening method used. This was computed in an automated manner | Quantitative | 5, 8, 10 | 0 | +| 19 | Age_desc | Age description | Qualitative | "18 and more" | 0 | +| 20 | Relation | Who is completing the test (Self, Parent, Health care professional, Relative, etc) | Qualitative | "Parent", "Self", "Relative" | 13 | +| 21 | Class/ASD | yes, no | Qualitative | "yes", "no" | 0 | + +--- + +### Acknowledgement + +This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Autism Screening Adult Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/Autism+Screening+Adult). +The UCI page mentions the following as the original source of the data set: + ++ Fadi Fayez Thabtah, Department of Digital Technology, Manukau Institute of Technology, Auckland, New Zealand + + +