Big 5 Personality Factor data collected online
big5A data frame with 19719 rows and 57 variables:
racefactor. 13 levels.
ageAge in years.
genderfactor. Coded as "Male",
"Female", "Other".
handfactor. What had do you write with? Coded as
"Left", "Right", "Both".
countrycharacter. Techinal location as ISO country code.
E1I am the life of the party.
E2I don't talk a lot.
E3I feel comfortable around people.
E4I keep in the background.
E5I start conversations.
E6I have little to say.
E7I talk to a lot of different people at parties.
E8I don't like to draw attention to myself.
E9I don't mind being the center of attention.
E10I am quiet around strangers.
N1I get stressed out easily.
N2I am relaxed most of the time.
N3I worry about things.
N4I seldom feel blue.
N5I am easily disturbed.
N6I get upset easily.
N7I change my mood a lot.
N8I have frequent mood swings.
N9I get irritated easily.
N10I often feel blue.
A1I feel little concern for others.
A2I am interested in people.
A3I insult people.
A4I sympathize with others' feelings.
A5I am not interested in other people's problems.
A6I have a soft heart.
A7I am not really interested in others.
A8I take time out for others.
A9I feel others' emotions.
A10I make people feel at ease.
C1I am always prepared.
C2I leave my belongings around.
C3I pay attention to details.
C4I make a mess of things.
C5I get chores done right away.
C6I often forget to put things back in their proper place.
C7I like order.
C8I shirk my duties.
C9I follow a schedule.
C10I am exacting in my work.
O1I have a rich vocabulary.
O2I have difficulty understanding abstract ideas.
O3I have a vivid imagination.
O4I am not interested in abstract ideas.
O5I have excellent ideas.
O6I do not have a good imagination.
O7I am quick to understand things.
O8I use difficult words.
O9I spend time reflecting on things.
O10I am full of ideas.
Dataset obtained from the Open-Source Psychometrics Project.
This data was collected (c. 2012) through on interactive online personality test. Participants were informed that their responses would be recorded and used for research at the begining of the test and asked to confirm their consent at the end of the test.
The test consists of fifty items that you rate on how true they are about you on a five point scale where 1=Disagree, 3=Neutral and 5=Agree.
The five scales are Openness to experience, Conscientiousness, Extraversion, Agreeableness, and Neuroticism.
Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26.
summary(big5)
#> race age
#> Caucasian (European) :10537 Min. :18.00
#> Other : 2553 1st Qu.:20.00
#> South East Asian (Chinese, Thai, Malay, Filipino, etc): 1861 Median :25.00
#> Caucasian (Indian) : 1518 Mean :28.92
#> Mixed Race : 1434 3rd Qu.:34.00
#> (Other) : 1663 Max. :92.00
#> NA's : 153 NA's :4060
#> gender hand country E1 E2
#> Male : 7608 Right:17424 Length:19719 Min. :1.000 Min. :1.00
#> Female:11985 Left : 1724 Class :character 1st Qu.:2.000 1st Qu.:2.00
#> Other : 102 Both : 471 Mode :character Median :3.000 Median :3.00
#> NA's : 24 NA's : 100 Mean :2.629 Mean :2.76
#> 3rd Qu.:4.000 3rd Qu.:4.00
#> Max. :5.000 Max. :5.00
#> NA's :1 NA's :1
#> E3 E4 E5 E6
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:1.000
#> Median :4.000 Median :3.000 Median :4.000 Median :2.000
#> Mean :3.417 Mean :3.152 Mean :3.432 Mean :2.453
#> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:5.000 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
#> E7 E8 E9 E10
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:3.000
#> Median :3.000 Median :3.000 Median :3.000 Median :4.000
#> Mean :2.867 Mean :3.377 Mean :3.094 Mean :3.586
#> 3rd Qu.:4.000 3rd Qu.:4.000 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
#> N1 N2 N3 N4
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:2.000
#> Median :3.000 Median :3.000 Median :4.000 Median :3.000
#> Mean :3.262 Mean :3.235 Mean :3.843 Mean :2.756
#> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:5.000 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
#> N5 N6 N7 N8
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:2.000
#> Median :3.000 Median :3.000 Median :3.000 Median :3.000
#> Mean :2.952 Mean :2.981 Mean :3.152 Mean :2.803
#> 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
#> N9 N10 A1 A2
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:1.000 1st Qu.:3.000
#> Median :3.000 Median :3.000 Median :2.000 Median :4.000
#> Mean :3.135 Mean :2.834 Mean :2.312 Mean :3.927
#> 3rd Qu.:4.000 3rd Qu.:4.000 3rd Qu.:3.000 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
#> A3 A4 A5 A6 A7
#> Min. :1.000 Min. :1.00 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:1.000 1st Qu.:4.00 1st Qu.:1.000 1st Qu.:3.000 1st Qu.:1.000
#> Median :2.000 Median :4.00 Median :2.000 Median :4.000 Median :2.000
#> Mean :2.163 Mean :4.03 Mean :2.166 Mean :3.896 Mean :2.161
#> 3rd Qu.:3.000 3rd Qu.:5.00 3rd Qu.:3.000 3rd Qu.:5.000 3rd Qu.:3.000
#> Max. :5.000 Max. :5.00 Max. :5.000 Max. :5.000 Max. :5.000
#> NA's :1 NA's :1 NA's :1 NA's :1 NA's :1
#> A8 A9 A10 C1
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:3.000
#> Median :4.000 Median :4.000 Median :4.000 Median :3.000
#> Mean :3.767 Mean :3.945 Mean :3.683 Mean :3.319
#> 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 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
#> C2 C3 C4 C5
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:2.000
#> Median :3.000 Median :4.000 Median :3.000 Median :3.000
#> Mean :2.979 Mean :3.983 Mean :2.654 Mean :2.701
#> 3rd Qu.:4.000 3rd Qu.:5.000 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
#> C6 C7 C8 C9
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:2.000
#> Median :3.000 Median :4.000 Median :2.000 Median :3.000
#> Mean :2.923 Mean :3.647 Mean :2.481 Mean :3.225
#> 3rd Qu.:4.000 3rd Qu.:5.000 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
#> C10 O1 O2 O3 O4
#> Min. :1.000 Min. :1.000 Min. :1.00 Min. :1.000 Min. :1.00
#> 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:1.00 1st Qu.:4.000 1st Qu.:1.00
#> Median :4.000 Median :4.000 Median :2.00 Median :4.000 Median :2.00
#> Mean :3.637 Mean :3.693 Mean :2.15 Mean :4.126 Mean :2.08
#> 3rd Qu.:4.000 3rd Qu.:5.000 3rd Qu.:3.00 3rd Qu.:5.000 3rd Qu.:3.00
#> 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
#> O5 O6 O7 O8
#> Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
#> 1st Qu.:3.000 1st Qu.:1.000 1st Qu.:4.000 1st Qu.:2.000
#> Median :4.000 Median :1.000 Median :4.000 Median :3.000
#> Mean :3.873 Mean :1.795 Mean :4.073 Mean :3.208
#> 3rd Qu.:5.000 3rd Qu.:2.000 3rd Qu.:5.000 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
#> O9 O10
#> Min. :1.000 Min. :1.000
#> 1st Qu.:4.000 1st Qu.:3.000
#> Median :4.000 Median :4.000
#> Mean :4.134 Mean :4.005
#> 3rd Qu.:5.000 3rd Qu.:5.000
#> Max. :5.000 Max. :5.000
#> NA's :1 NA's :1