Edu Grit Data Set

Grit Data :

Column Definitions

Variable	Description
country	ISO country code of participant.
-	-
surveyelapse	Time (in seconds) spent completing the supplemental survey.
-	-
GS1–GS12	12-item Grit Scale (Duckworth et al., 2007). Rated on a 5-point scale (1 = Very much like me, 5 = Not like me at all) (VIEW DOCU for more details per GS\(_i\)).
-	-
VCL1–VCL16	Vocabulary check-list: participants checked all words whose definitions they knew. VCL6, VCL9, and VCL12 are nonsense words for validity checking. 1 = checked; 0 = unchecked.
-	-
education	Highest education level completed: 1 = Less than high school, 2 = High school, 3 = University degree, 4 = Graduate degree.
-	-
urban	Type of area lived in as a child: 1 = Rural, 2 = Suburban, 3 = Urban.
-	-
gender	Gender identity: 1 = Male, 2 = Female, 3 = Other.
-	-
engnat	English native language: 1 = Yes, 2 = No.
-	-
age	Participant’s age (years).
-	-
hand	Writing hand: 1 = Right, 2 = Left, 3 = Both.
-	-
religion	Religious affiliation: 1 = Agnostic, 2 = Atheist, 3 = Buddhist, 4 = Christian (Catholic), 5 = Christian (Mormon), 6 = Christian (Protestant), 7 = Christian (Other), 8 = Hindu, 9 = Jewish, 10 = Muslim, 11 = Sikh, 12 = Other.
-	-
orientation	Sexual orientation: 1 = Heterosexual, 2 = Bisexual, 3 = Homosexual, 4 = Asexual, 5 = Other.
-	-
race	Racial identity: 1 = Asian, 2 = Arab, 3 = Black, 4 = Indigenous Australian / Native American / White (combined due to programming error), 5 = Other.
-	-
voted	Voted in a national election in the past year: 1 = Yes, 2 = No.
-	-
married	Marital status: 1 = Never married, 2 = Currently married, 3 = Previously married.
-	-
familysize	Total number of children the participant’s mother had (including participant).
-	-
E1–E10	Extraversion items (Big Five). Rated 1–5 (1 = Disagree, 3 = Neutral, 5 = Agree).
-	-
N1–N10	Neuroticism items (Big Five). Rated 1–5.
-	-
A1–A10	Agreeableness items (Big Five). Rated 1–5.
-	-
C1–C10	Conscientiousness items (Big Five). Rated 1–5.
-	-
O1–O10	Openness to Experience items (Big Five). Rated 1–5.
-	-
operatingsystem	Detected OS from HTTP user agent.
-	-
browser	Detected browser from HTTP user agent.
-	-
screenw	Screen width in pixels.
-	-
screenh	Screen height in pixels.
-	-
introelapse	Time spent on the introduction page of the Big Five test.
-	-
testelapse	Time spent completing the Big Five test section.
-	-
E_sum, N_sum, A_sum, C_sum, O_sum	Sum scores for each Big Five trait.
-	-
E_mean, N_mean, A_mean, C_mean, O_mean	Mean scores for each Big Five trait.

Data Disclaimer :

• At the end of the personality test, users were asked if their answers were accurate and would be willing to complete an additional survey. At the end of the additional survey users were asked if their answers were accurate and their data could be used for research.

  • This dataset consists of exclusively participants who consented yes at both parts

What is my Data?

Data Visualization : Response Behaviors to Grit Questions :

Five point scale

Value	Response Label
1	Very much like me
2	Mostly like me
3	Somewhat like me
4	Not much like me
5	Not like me at all

Who is a liar?

BS <- grit_clean %>% select(starts_with("VCL")) 
BS <- BS[,c(6,9,12)] 
BS %>% filter(VCL6 == 1 & VCL9 == 1 & VCL12 == 1 )

## # A tibble: 69 × 3
##     VCL6  VCL9 VCL12
##    <dbl> <dbl> <dbl>
##  1     1     1     1
##  2     1     1     1
##  3     1     1     1
##  4     1     1     1
##  5     1     1     1
##  6     1     1     1
##  7     1     1     1
##  8     1     1     1
##  9     1     1     1
## 10     1     1     1
## # ℹ 59 more rows