Categorical in coding (dogs and cats with numerics)
1 = dog
2 = cat

Example Likert Type Survey
1 = Not Very Good
2 = Not Good
3 = Neutral
4 = Good
5 = Very Good

Depression Scale 01 - How unhappy are you?
1 = Very unhappy
2 = Unhappy
3 = Neutral
4 = Happy
5 = Very happy

Happiness Scale 01 - How unhappy are you? (reverse)
1 = Very UNLIKE me
2 = Sort of not like me
3 = Neutral
4 = Sort of like me
5 = Very LIKE me

Gender and gender identity
1 = Female
2 = Male
3 = Transgender Female
4 = Transgender Male
5 = Lesbian
6 = Gay
7 = Gender Variant/Non-conforming
8 = Bisexual
9 = Asexual
10 = Not listed
11 = Prefer not to say/Not sure

1 = January
2 = February
3 = March
4 = April
5 = May
6 = June
7 = July
8 = August
9 = September
10 = October
11 = November
12 = December

Immigration Status
1 = US Citizen (born in US)
2 = US Citizen (born outside of US)
3 = Greencard holder/Permanent resident
4 = Visa/Student Visa Holder
5 = Refugee Status
6 = Non-US citizen

Generation Status
1 = First Generation (you and parents are immigrants)
2 = 1.5 Generation (one parents is US born)
3 = Second Generation (parents are immigrants)
4 = Third Generation+ (both parents are US Citizens)

Education Level (highest)
1 = Some elementary
2 = Some high school
3 = High school graduate or GED equivalent
4 = Some college
5 = 2-year college graduate (AA degree or equivalent)
6 = 4-year college graduate (BA or BS degree)
7 = Masters Level
8 = Doctoral Level

Substance Abuse: Have you ever abused illegal or controlled substances?
1 = Yes
2 = No

StopSteal Experimental Drug
0 = No drug
1 = Taken drug

Low, Middle, High Income by Median
0 = Low SES
1 = Middle SES
2 = High SES

Age Groups
1 = 17-18
2 = 19-21
3 = 22-28
4 = 29-35

Phone preference
1 = iPhone
2 = Android

Made-up Personality Measurement
1 = Calm Personality
2 = Neutral Personality
3 = Anxious Personality

Emotional Stability Groups
1 = Low
2 = Medium
3 = High

High/Low Self-Esteem
0 = Low
1 = High