RIASEC/Holland Code test
holland
A data frame with 18231 rows and 68 variables:
R1Test the quality of parts before shipment
R2Lay brick or tile
R3Work on an offshore oil-drilling rig
R4Assemble electronic parts
R5Operate a grinding machine in a factory
R6Fix a broken faucet
R7Assemble products in a factory
R8Install flooring in houses
I1Study the structure of the human body
I2Study animal behavior
I3Do research on plants or animals
I4Develop a new medical treatment or procedure
I5Conduct biological research
I6Study whales and other types of marine life
I7Work in a biology lab
I8Make a map of the bottom of an ocean
A1Conduct a musical choir
A2Direct a play
A3Design artwork for magazines
A4Write a song
A5Write books or plays
A6Play a musical instrument
A7Perform stunts for a movie or television show
A8Design sets for plays
S1Give career guidance to people
S2Do volunteer work at a non-profit organization
S3Help people who have problems with drugs or alcohol
S4Teach an individual an exercise routine
S5Help people with family-related problems
S6Supervise the activities of children at a camp
S7Teach children how to read
S8Help elderly people with their daily activities
E1Sell restaurant franchises to individuals
E2Sell merchandise at a department store
E3Manage the operations of a hotel
E4Operate a beauty salon or barber shop
E5Manage a department within a large company
E6Manage a clothing store
E7Sell houses
E8Run a toy store
C1Generate the monthly payroll checks for an office
C2Inventory supplies using a hand-held computer
C3Use a computer program to generate customer bills
C4Maintain employee records
C5Compute and record statistical and other numerical data
C6Operate a calculator
C7Handle customers' bank transactions
C8Keep shipping and receiving records
TIPI1Extraverted, enthusiastic.
TIPI2Critical, quarrelsome.
TIPI3Dependable, self-disciplined.
TIPI4Anxious, easily upset.
TIPI5Open to new experiences, complex.
TIPI6Reserved, quiet.
TIPI7Sympathetic, warm.
TIPI8Disorganized, careless.
TIPI9Calm, emotionally stable.
TIPI10Conventional, uncreative.
educationfactor. How much education have you completed?
urbanfactor. What type of area did you live when you were a child?
genderfactor. What is your gender?
ageinteger. Age in years.
handfactor. What hand do you use to write with?
religionfactor. What is your religion?
votedfactor. Have you voted in a national election in the past year?
marriedfactor. What is your marital status?.
familysizeinteger. Including you, how many children did your mother have?
majorfactor. If you attended a university, what was your major?
Dataset obtained from the Open-Source Psychometrics Project.
This is a nonrandom subset of the larger online data collected between 2015-2018. The sample has been restricted to a US sample with the most commonly identified majors and religions. Not all variables were selected.
The RIASEC has 48 items, rated on a 1-5 scale of how much they would like to perform that task, with the labels 1=Dislike, 3=Neutral, 5=Enjoy. The form 6 scales:
Doer - prefers technical, outdoor and athletic pursuits
Thinker - prefers scientific, research and intellectual pursuits
Creator - prefers creative, imaginative and intuitive pursuits
Helper - prefers helping, and developing and interpersonal pursuits
Persuader - prefers leadership, influencing and persuasive pursuits
Organizer - prefers data management, numerical and organizational pursuits
TIPI1 through TIPI10 are the Ten Item Personality Inventory (see Gosling, S. D., Rentfrow, P. J., & Swann, W. B., Jr. (2003). A Very Brief Measure of the Big Five Personality Domains. Journal of Research in Personality, 37, 504-528.).
The TIPI items were rated "I see myself as:" _____ from 1 = Disagree strongly to 7=Agree strongly.
#> R1 R2 R3 R4 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 #> Median :2.000 Median :2.000 Median :1.000 Median :2.000 #> Mean :2.335 Mean :2.001 Mean :1.548 Mean :2.045 #> 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:2.000 3rd Qu.:3.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> R5 R6 R7 R8 I1 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.00 #> 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:3.00 #> Median :1.000 Median :2.000 Median :1.000 Median :1.000 Median :4.00 #> Mean :1.569 Mean :2.119 Mean :1.801 Mean :1.889 Mean :3.59 #> 3rd Qu.:2.000 3rd Qu.:3.000 3rd Qu.:2.000 3rd Qu.:3.000 3rd Qu.:5.00 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.00 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> I2 I3 I4 I5 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:2.000 #> Median :4.000 Median :3.000 Median :3.000 Median :3.000 #> Mean :3.418 Mean :3.091 Mean :3.162 Mean :2.917 #> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:4.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> I6 I7 I8 A1 A2 #> Min. :0.000 Min. :0.000 Min. :0.00 Min. :0.000 Min. :0.000 #> 1st Qu.:2.000 1st Qu.:1.000 1st Qu.:1.00 1st Qu.:1.000 1st Qu.:1.000 #> Median :3.000 Median :3.000 Median :2.00 Median :2.000 Median :3.000 #> Mean :2.999 Mean :2.784 Mean :2.44 Mean :2.352 Mean :2.636 #> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:4.00 3rd Qu.:3.000 3rd Qu.:4.000 #> Max. :5.000 Max. :5.000 Max. :5.00 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> A3 A4 A5 A6 A7 #> Min. :0.000 Min. :0.000 Min. :0.00 Min. :0.000 Min. :0.00 #> 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:2.00 1st Qu.:2.000 1st Qu.:1.00 #> Median :3.000 Median :3.000 Median :3.00 Median :3.000 Median :2.00 #> Mean :2.859 Mean :2.894 Mean :3.03 Mean :3.099 Mean :2.54 #> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:4.00 3rd Qu.:4.000 3rd Qu.:4.00 #> Max. :5.000 Max. :5.000 Max. :5.00 Max. :5.000 Max. :5.00 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> A8 S1 S2 S3 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:1.000 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:3.000 #> Median :3.000 Median :4.000 Median :4.000 Median :4.000 #> Mean :2.679 Mean :3.753 Mean :3.847 Mean :3.588 #> 3rd Qu.:4.000 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> S4 S5 S6 S7 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:3.000 #> Median :3.000 Median :4.000 Median :3.000 Median :4.000 #> Mean :3.233 Mean :3.907 Mean :3.218 Mean :3.443 #> 3rd Qu.:4.000 3rd Qu.:5.000 3rd Qu.:4.000 3rd Qu.:5.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> S8 E1 E2 E3 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:2.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 #> Median :3.000 Median :2.000 Median :2.000 Median :3.000 #> Mean :3.021 Mean :2.025 Mean :2.291 Mean :2.679 #> 3rd Qu.:4.000 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:4.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> E4 E5 E6 E7 E8 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.00 #> 1st Qu.:1.000 1st Qu.:2.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.00 #> Median :2.000 Median :3.000 Median :2.000 Median :2.000 Median :2.00 #> Mean :2.344 Mean :2.935 Mean :2.474 Mean :2.533 Mean :2.53 #> 3rd Qu.:3.000 3rd Qu.:4.000 3rd Qu.:3.000 3rd Qu.:4.000 3rd Qu.:4.00 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.00 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> C1 C2 C3 C4 C5 #> Min. :0.00 Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:1.00 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 #> Median :2.00 Median :2.000 Median :2.000 Median :2.000 Median :2.000 #> Mean :2.31 Mean :2.297 Mean :2.297 Mean :2.497 Mean :2.525 #> 3rd Qu.:3.00 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:4.000 #> Max. :5.00 Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> C6 C7 C8 TIPI1 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:3.000 #> Median :3.000 Median :2.000 Median :2.000 Median :5.000 #> Mean :2.643 Mean :2.207 Mean :2.154 Mean :4.716 #> 3rd Qu.:4.000 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:6.000 #> Max. :5.000 Max. :5.000 Max. :5.000 Max. :7.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> TIPI2 TIPI3 TIPI4 TIPI5 #> Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000 #> 1st Qu.:2.000 1st Qu.:5.000 1st Qu.:2.000 1st Qu.:5.000 #> Median :4.000 Median :6.000 Median :4.000 Median :6.000 #> Mean :3.663 Mean :5.859 Mean :3.904 Mean :5.766 #> 3rd Qu.:5.000 3rd Qu.:7.000 3rd Qu.:5.000 3rd Qu.:7.000 #> Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.000 #> NA's :1 NA's :1 NA's :1 NA's :1 #> TIPI6 TIPI7 TIPI8 TIPI9 TIPI10 #> Min. :0.000 Min. :0.000 Min. :0.0 Min. :0.000 Min. :0.000 #> 1st Qu.:3.000 1st Qu.:5.000 1st Qu.:1.0 1st Qu.:4.000 1st Qu.:1.000 #> Median :5.000 Median :6.000 Median :2.0 Median :6.000 Median :2.000 #> Mean :4.453 Mean :5.843 Mean :2.7 Mean :5.232 Mean :2.831 #> 3rd Qu.:6.000 3rd Qu.:7.000 3rd Qu.:4.0 3rd Qu.:6.000 3rd Qu.:4.000 #> Max. :7.000 Max. :7.000 Max. :7.0 Max. :7.000 Max. :7.000 #> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1 #> education urban gender #> Less than high school: 770 Rural (country side):4226 Male : 5029 #> High school :6467 Suburban :7540 Female:13201 #> University degree :7215 Urban (town, city) :6362 NA's : 1 #> Graduate degree :3679 NA's : 103 #> NA's : 100 #> #> #> age hand religion voted #> Min. :13.00 Right:16013 Christian (Other) :5069 Yes :9179 #> 1st Qu.:20.00 Left : 1834 Christian (Catholic) :4084 No :8883 #> Median :25.00 Both : 316 Christian (Protestant):3063 NA's: 169 #> Mean :29.53 NA's : 68 Agnostic :2576 #> 3rd Qu.:37.00 Atheist :1660 #> Max. :87.00 (Other) :1504 #> NA's :6 NA's : 275 #> married familysize major #> Never married :11665 Min. : 0.000 psychology:7745 #> Currently married : 5107 1st Qu.: 2.000 business :2103 #> Previously married: 1375 Median : 3.000 nursing :1771 #> NA's : 84 Mean : 2.873 biology :1315 #> 3rd Qu.: 3.000 english :1299 #> Max. :27.000 (Other) :3997 #> NA's :4 NA's : 1