In this vignette, you can see how to use the metadata that is often already stored in SPSS and Stata files. It’s easy. All we need is the rio::import
function. For files with the right file extension, we can automatically pick the right way to import the data. Here, we’re downloading straight from the Open Science Framework, so we have to specify the file extension.
We select a subset of variables, just to keep it short. The data were shared by Emanuel Jauk in a project called How alluring are dark personalities? The Dark Triad and attractiveness in speed dating.
Often, files imported from SPSS or Stata to R will not have their missings coded properly. Here, that is not the case, but if you find yourself with such a dataset, the detect_missing
function makes it easy to recognise common ways to specify missing data (e.g. negative values, labelled values, 99/999).
Now, we can immediately generate a codebook.
Personwise datafile
The personwise datafile contains individual differences variables and perceiver and target effects according to the social relations model. These are centered marginal means that were calculated according to the formulae provided by Kenny, Kashy, and Cook (2006). These effects are not (!) based on multilevel analyses.
Preprocessing
All rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.
Variables are labeled in SPSS.
A list of important abbreviations, prefixes and suffixes:
-
distribution:
keywords: SD_Code, DG, DG_size, DG_size_acq, age, sex, height, weight, relStat, relStat_other, education, contracept, date, NPI_avg, SRP_avg, MACHIV_avg, BFI_N_avg, BFI_E_avg, BFI_O_avg, BFI_A_avg, BFI_C_avg, PA_R1, PA_R2, PA_R3, PA_R4, PA_avg, BMI, SOI_R_B_avg, SOI_R_A_avg, SOI_R_D_avg, _TargEff__choice_relFrequ_acq_, _TargEff__FS_avg_acq_, _TargEff__ONS_avg_acq_, _TargEff__BC_avg_acq_, _TargEff__FWB_avg_acq_, _TargEff__STR_avg_acq_, _TargEff__LTR_avg_acq_, _TargEff__PA_avg_acq_, _TargEff__Like_avg_acq_, _TargEff__Int_avg_acq_, _TargEff__FIPI_N_avg_acq_, _TargEff__FIPI_E_avg_acq_, _TargEff__FIPI_O_avg_acq_, _TargEff__FIPI_A_avg_acq_, _TargEff__FIPI_C_avg_acq_, _PercEff__choice_relFrequ_acq_, _PercEff__FS_avg_acq_, _PercEff__ONS_avg_acq_, _PercEff__BC_avg_acq_, _PercEff__FWB_avg_acq_, _PercEff__STR_avg_acq_, _PercEff__LTR_avg_acq_, _PercEff__PA_avg_acq_, _PercEff__Like_avg_acq_, _PercEff__Int_avg_acq_, _PercEff__FIPI_N_avg_acq_, _PercEff__FIPI_E_avg_acq_, _PercEff__FIPI_O_avg_acq_, _PercEff__FIPI_A_avg_acq_ and _PercEff__FIPI_C_avg_acq_
Variables
SD_Code
speed dating code
Distribution

0 missing values.
Summary statistics
SD_Code |
speed dating code |
numeric |
0 |
90 |
90 |
172.63 |
52.26 |
101 |
123.25 |
145.5 |
223.75 |
246 |
▇▇▃▁▁▃▇▇ |
F8.0 |
DG
dating group
Distribution

0 missing values.
Summary statistics
DG |
dating group |
numeric |
0 |
90 |
90 |
2.03 |
0.77 |
1 |
1 |
2 |
3 |
3 |
▆▁▁▇▁▁▁▆ |
F8.0 |
DG_size
dating group size
Distribution

0 missing values.
Summary statistics
DG_size |
dating group size |
numeric |
0 |
90 |
90 |
15.36 |
2.89 |
11 |
13 |
15 |
18 |
19 |
▆▆▅▆▁▁▇▇ |
F8.0 |
DG_size_acq
dating group size, corrected for prior acquaintance
Distribution

0 missing values.
Summary statistics
DG_size_acq |
dating group size, corrected for prior acquaintance |
numeric |
0 |
90 |
90 |
14.22 |
2.94 |
7 |
12 |
14 |
17 |
19 |
▁▂▆▇▃▇▃▇ |
F8.0 |
11 |
age
age
Distribution

0 missing values.
Summary statistics
age |
age |
numeric |
0 |
90 |
90 |
22.87 |
3.09 |
18 |
21 |
22 |
25 |
32 |
▃▇▆▅▂▂▁▁ |
F3.0 |
5 |
sex
sex
Distribution

0 missing values.
Summary statistics
sex |
sex |
numeric |
1. female, 2. male |
0 |
90 |
90 |
1.49 |
0.5 |
1 |
1 |
1 |
2 |
2 |
▇▁▁▁▁▁▁▇ |
F1.0 |
5 |
height
height
Distribution

0 missing values.
Summary statistics
height |
height |
numeric |
0 |
90 |
90 |
174.54 |
9.26 |
156 |
168 |
173.5 |
180 |
196 |
▂▅▇▇▇▅▃▁ |
F3.0 |
5 |
weight
weight
Distribution

0 missing values.
Summary statistics
weight |
weight |
numeric |
0 |
90 |
90 |
68.91 |
11.28 |
46 |
60 |
70 |
76 |
106 |
▂▆▃▇▃▂▁▁ |
F3.0 |
5 |
relStat
relationship status
Distribution

1 missing values.
Summary statistics
relStat |
relationship status |
numeric |
1. single, 2. in a relationship, 3. living separately / divorced |
1 |
89 |
90 |
1.09 |
0.32 |
1 |
1 |
1 |
1 |
3 |
▇▁▁▁▁▁▁▁ |
F8.0 |
10 |
Value labels
-
single: 1
-
in a relationship: 2
-
living separately / divorced: 3
relStat_other
other relationship status
Distribution

0 missing values.
Summary statistics
relStat_other |
other relationship status |
character |
0 |
90 |
90 |
89 |
2 |
0 |
25 |
A234 |
5 |
education
highest educational attainment
Distribution

1 missing values.
Summary statistics
education |
highest educational attainment |
numeric |
1. nine years schooling only, 2. professional training, 3. vocational school, 4. university-entrance diploma, 5. academic degree |
1 |
89 |
90 |
4.17 |
0.38 |
4 |
4 |
4 |
4 |
5 |
▇▁▁▁▁▁▁▂ |
F1.0 |
5 |
Value labels
-
nine years schooling only: 1
-
professional training: 2
-
vocational school: 3
-
university-entrance diploma: 4
-
academic degree: 5
contracept
hormonal contraception
Distribution

44 missing values.
Summary statistics
contracept |
hormonal contraception |
numeric |
1. yes, 2. no |
44 |
46 |
90 |
1.65 |
0.48 |
1 |
1 |
2 |
2 |
2 |
▅▁▁▁▁▁▁▇ |
F1.0 |
5 |
date
past experience with speed dating
Distribution

0 missing values.
Summary statistics
date |
past experience with speed dating |
numeric |
1. yes, 2. no |
0 |
90 |
90 |
1.9 |
0.3 |
1 |
2 |
2 |
2 |
2 |
▁▁▁▁▁▁▁▇ |
F1.0 |
5 |
NPI_avg
narcissistic personality inventory - average
Distribution

0 missing values.
Summary statistics
NPI_avg |
narcissistic personality inventory - average |
numeric |
0 |
90 |
90 |
2.61 |
0.35 |
1.7 |
2.42 |
2.6 |
2.82 |
3.65 |
▁▂▃▇▆▂▁▁ |
F8.2 |
10 |
SRP_avg
self-report psychopathy scale - average
Distribution

0 missing values.
Summary statistics
SRP_avg |
self-report psychopathy scale - average |
numeric |
0 |
90 |
90 |
2.06 |
0.37 |
1.35 |
1.82 |
2.06 |
2.3 |
3.5 |
▃▆▇▇▁▂▁▁ |
F8.2 |
10 |
MACHIV_avg
mach-iv - average
Distribution

0 missing values.
Summary statistics
MACHIV_avg |
mach-iv - average |
numeric |
0 |
90 |
90 |
2.75 |
0.67 |
1.39 |
2.33 |
2.72 |
3.17 |
4.83 |
▃▂▇▇▅▂▁▁ |
F8.2 |
12 |
BFI_N_avg
big five inventory: neuroticism - average
Distribution

0 missing values.
Summary statistics
BFI_N_avg |
big five inventory: neuroticism - average |
numeric |
0 |
90 |
90 |
2.79 |
0.93 |
1 |
2 |
2.75 |
3.5 |
4.75 |
▃▅▇▇▇▆▃▂ |
F8.2 |
11 |
BFI_E_avg
big five inventory: extraversion - average
Distribution

0 missing values.
Summary statistics
BFI_E_avg |
big five inventory: extraversion - average |
numeric |
0 |
90 |
90 |
3.72 |
0.8 |
1 |
3.25 |
3.75 |
4.25 |
5 |
▁▁▂▅▅▇▃▅ |
F8.2 |
11 |
BFI_O_avg
big five inventory: openness - average
Distribution

0 missing values.
Summary statistics
BFI_O_avg |
big five inventory: openness - average |
numeric |
0 |
90 |
90 |
4.07 |
0.76 |
1 |
3.75 |
4.25 |
4.75 |
5 |
▁▁▁▂▂▇▇▇ |
F8.2 |
11 |
BFI_A_avg
big five inventory: agreeableness - average
Distribution

0 missing values.
Summary statistics
BFI_A_avg |
big five inventory: agreeableness - average |
numeric |
0 |
90 |
90 |
3.2 |
0.69 |
1.5 |
2.75 |
3.25 |
3.75 |
4.75 |
▁▃▃▇▇▇▅▁ |
F8.2 |
11 |
BFI_C_avg
big five inventory: conscientiousness - average
Distribution

0 missing values.
Summary statistics
BFI_C_avg |
big five inventory: conscientiousness - average |
numeric |
0 |
90 |
90 |
3.35 |
0.77 |
1.75 |
2.75 |
3.5 |
4 |
4.75 |
▂▅▁▃▃▇▂▂ |
F8.2 |
11 |
PA_R1
physical attractiveness - rater1(f)
Distribution

0 missing values.
Summary statistics
PA_R1 |
physical attractiveness - rater1(f) |
numeric |
0 |
90 |
90 |
3.63 |
1.13 |
1 |
3 |
4 |
4 |
7 |
▁▂▆▇▁▂▁▁ |
F8.2 |
14 |
PA_R2
physical attractiveness - rater2(f)
Distribution

0 missing values.
Summary statistics
PA_R2 |
physical attractiveness - rater2(f) |
numeric |
0 |
90 |
90 |
4.7 |
1.22 |
2 |
4 |
5 |
5 |
7 |
▁▅▁▅▇▁▃▂ |
F8.2 |
PA_R3
physical attractiveness - rater3(m)
Distribution

0 missing values.
Summary statistics
PA_R3 |
physical attractiveness - rater3(m) |
numeric |
0 |
90 |
90 |
3.16 |
1.51 |
1 |
2 |
3 |
4 |
7 |
▆▆▇▆▁▅▂▁ |
F8.2 |
PA_R4
physical attractiveness - rater4(m)
Distribution

0 missing values.
Summary statistics
PA_R4 |
physical attractiveness - rater4(m) |
numeric |
0 |
90 |
90 |
4.14 |
1.63 |
1 |
3 |
4 |
5.75 |
7 |
▁▆▇▃▁▆▆▂ |
F8.2 |
PA_avg
physical attractiveness - average
Distribution

0 missing values.
Summary statistics
PA_avg |
physical attractiveness - average |
numeric |
0 |
90 |
90 |
3.91 |
1.14 |
1.75 |
3 |
3.75 |
4.75 |
6.5 |
▂▆▆▅▃▇▂▁ |
F8.2 |
19 |
BMI
body mass index
Distribution

0 missing values.
Summary statistics
BMI |
body mass index |
numeric |
0 |
90 |
90 |
22.55 |
2.75 |
17.96 |
20.44 |
22.65 |
24.45 |
30.64 |
▅▇▅▆▅▃▁▁ |
F8.2 |
10 |
SOI_R_B_avg
sociosexual orientation inventory revised: behavior - average
Distribution

0 missing values.
Summary statistics
SOI_R_B_avg |
sociosexual orientation inventory revised: behavior - average |
numeric |
0 |
90 |
90 |
3.63 |
2.11 |
1 |
2 |
3 |
5 |
8.67 |
▇▇▅▃▅▂▁▂ |
F8.2 |
16 |
SOI_R_A_avg
sociosexual orientation inventory revised: attitude - average
Distribution

0 missing values.
Summary statistics
SOI_R_A_avg |
sociosexual orientation inventory revised: attitude - average |
numeric |
0 |
90 |
90 |
6.48 |
2.1 |
1.67 |
5 |
6.83 |
8.33 |
9 |
▁▂▂▅▂▅▃▇ |
F8.2 |
17 |
SOI_R_D_avg
sociosexual orientation inventory revised: desire - average
Distribution

0 missing values.
Summary statistics
SOI_R_D_avg |
sociosexual orientation inventory revised: desire - average |
numeric |
0 |
90 |
90 |
5.11 |
2.09 |
1 |
3.67 |
5.33 |
6.67 |
9 |
▅▅▃▇▆▇▆▂ |
F8.2 |
15 |
TargEff__choice_relFrequ_acq {#TargEff__choice_relFrequ_acq .tabset}
SRM target effect: actual choice
Distribution

0 missing values.
Summary statistics
TargEff__choice_relFrequ_acq |
SRM target effect: actual choice |
numeric |
0 |
90 |
90 |
1.8e-05 |
0.26 |
-0.39 |
-0.21 |
-0.0056 |
0.17 |
0.61 |
▇▇▅▇▆▅▂▂ |
F8.2 |
34 |
TargEff__FS_avg_acq {#TargEff__FS_avg_acq .tabset}
SRM target effect: friendship
Distribution

0 missing values.
Summary statistics
TargEff__FS_avg_acq |
SRM target effect: friendship |
numeric |
0 |
90 |
90 |
2.5e-05 |
0.67 |
-1.53 |
-0.45 |
-0.065 |
0.57 |
1.25 |
▂▃▃▇▇▃▅▃ |
F8.2 |
29 |
TargEff__ONS_avg_acq {#TargEff__ONS_avg_acq .tabset}
SRM target effect: one night stand
Distribution

0 missing values.
Summary statistics
TargEff__ONS_avg_acq |
SRM target effect: one night stand |
numeric |
0 |
90 |
90 |
2.2e-05 |
1.42 |
-1.98 |
-1.29 |
-0.22 |
0.96 |
3.11 |
▇▆▅▅▃▃▃▂ |
F8.2 |
21 |
TargEff__BC_avg_acq {#TargEff__BC_avg_acq .tabset}
SRM target effect: booty call
Distribution

0 missing values.
Summary statistics
TargEff__BC_avg_acq |
SRM target effect: booty call |
numeric |
0 |
90 |
90 |
-4.1e-05 |
1.33 |
-1.63 |
-1.15 |
-0.13 |
0.88 |
3.3 |
▇▅▃▃▂▂▁▁ |
F8.2 |
28 |
TargEff__FWB_avg_acq {#TargEff__FWB_avg_acq .tabset}
SRM target effect: friends-with-benefits
Distribution

0 missing values.
Summary statistics
TargEff__FWB_avg_acq |
SRM target effect: friends-with-benefits |
numeric |
0 |
90 |
90 |
-2.8e-05 |
1.24 |
-1.63 |
-1.11 |
-0.16 |
0.79 |
3.23 |
▇▃▅▃▃▂▁▁ |
F8.2 |
30 |
TargEff__STR_avg_acq {#TargEff__STR_avg_acq .tabset}
SRM target effect: short-term relationship (aggregated)
Distribution

0 missing values.
Summary statistics
TargEff__STR_avg_acq |
SRM target effect: short-term relationship (aggregated) |
numeric |
0 |
90 |
90 |
-1.6e-05 |
1.32 |
-1.72 |
-1.21 |
-0.23 |
0.99 |
3.21 |
▇▅▅▃▃▂▁▁ |
F8.2 |
13 |
TargEff__LTR_avg_acq {#TargEff__LTR_avg_acq .tabset}
SRM target effect: long-term relationship
Distribution

0 missing values.
Summary statistics
TargEff__LTR_avg_acq |
SRM target effect: long-term relationship |
numeric |
0 |
90 |
90 |
-1.7e-05 |
0.94 |
-1.4 |
-0.73 |
-0.066 |
0.52 |
3.33 |
▇▆▇▆▃▁▁▁ |
F8.2 |
27 |
TargEff__PA_avg_acq {#TargEff__PA_avg_acq .tabset}
SRM target effect: physical attractiveness
Distribution

0 missing values.
Summary statistics
TargEff__PA_avg_acq |
SRM target effect: physical attractiveness |
numeric |
0 |
90 |
90 |
-2.6e-05 |
1.18 |
-2.22 |
-0.88 |
0.22 |
0.86 |
2.52 |
▅▅▅▅▇▇▂▁ |
F8.2 |
28 |
TargEff__Like_avg_acq {#TargEff__Like_avg_acq .tabset}
SRM target effect: likeability
Distribution

0 missing values.
Summary statistics
TargEff__Like_avg_acq |
SRM target effect: likeability |
numeric |
0 |
90 |
90 |
4.4e-05 |
0.71 |
-1.59 |
-0.44 |
0.092 |
0.5 |
1.69 |
▃▂▃▇▇▆▂▁ |
F8.2 |
31 |
TargEff__Int_avg_acq {#TargEff__Int_avg_acq .tabset}
SRM target effect: intelligence
Distribution

0 missing values.
Summary statistics
TargEff__Int_avg_acq |
SRM target effect: intelligence |
numeric |
0 |
90 |
90 |
2.5e-05 |
0.46 |
-1.24 |
-0.33 |
-0.0082 |
0.31 |
1.01 |
▁▂▂▇▇▅▃▂ |
F8.2 |
29 |
TargEff__FIPI_N_avg_acq {#TargEff__FIPI_N_avg_acq .tabset}
SRM target effect: neuroticism
Distribution

0 missing values.
Summary statistics
TargEff__FIPI_N_avg_acq |
SRM target effect: neuroticism |
numeric |
0 |
90 |
90 |
1.6e-05 |
0.72 |
-1.67 |
-0.53 |
-0.093 |
0.55 |
1.79 |
▁▃▇▇▆▅▂▂ |
F8.2 |
28 |
TargEff__FIPI_E_avg_acq {#TargEff__FIPI_E_avg_acq .tabset}
SRM target effect: extraversion
Distribution

0 missing values.
Summary statistics
TargEff__FIPI_E_avg_acq |
SRM target effect: extraversion |
numeric |
0 |
90 |
90 |
-1.4e-05 |
0.85 |
-2.4 |
-0.5 |
0.00083 |
0.64 |
1.66 |
▁▁▂▆▇▇▇▂ |
F8.2 |
28 |
TargEff__FIPI_O_avg_acq {#TargEff__FIPI_O_avg_acq .tabset}
SRM target effect: openness
Distribution

0 missing values.
Summary statistics
TargEff__FIPI_O_avg_acq |
SRM target effect: openness |
numeric |
0 |
90 |
90 |
5.2e-06 |
0.65 |
-1.52 |
-0.37 |
-0.032 |
0.39 |
1.56 |
▂▃▃▇▇▃▅▁ |
F8.2 |
28 |
TargEff__FIPI_A_avg_acq {#TargEff__FIPI_A_avg_acq .tabset}
SRM target effect: agreeableness
Distribution

0 missing values.
Summary statistics
TargEff__FIPI_A_avg_acq |
SRM target effect: agreeableness |
numeric |
0 |
90 |
90 |
-4.5e-05 |
0.58 |
-1.62 |
-0.29 |
0.076 |
0.39 |
1.26 |
▁▁▂▃▇▆▃▁ |
F8.2 |
31 |
TargEff__FIPI_C_avg_acq {#TargEff__FIPI_C_avg_acq .tabset}
SRM target effect: conscientiousness
Distribution

0 missing values.
Summary statistics
TargEff__FIPI_C_avg_acq |
SRM target effect: conscientiousness |
numeric |
0 |
90 |
90 |
-3.9e-05 |
0.58 |
-1.8 |
-0.35 |
0.03 |
0.28 |
1.43 |
▁▁▂▃▇▆▁▁ |
F8.2 |
29 |
PercEff__choice_relFrequ_acq {#PercEff__choice_relFrequ_acq .tabset}
SRM perceiver effect: actual choice
Distribution

0 missing values.
Summary statistics
PercEff__choice_relFrequ_acq |
SRM perceiver effect: actual choice |
numeric |
0 |
90 |
90 |
4e-05 |
0.23 |
-0.38 |
-0.17 |
-0.016 |
0.12 |
0.62 |
▃▅▇▇▃▂▂▁ |
F8.2 |
34 |
PercEff__FS_avg_acq {#PercEff__FS_avg_acq .tabset}
SRM perceiver effect: friendship
Distribution

0 missing values.
Summary statistics
PercEff__FS_avg_acq |
SRM perceiver effect: friendship |
numeric |
0 |
90 |
90 |
-3.7e-05 |
0.96 |
-2.71 |
-0.53 |
0.096 |
0.59 |
2.5 |
▁▁▃▇▇▅▂▁ |
F8.2 |
29 |
PercEff__ONS_avg_acq {#PercEff__ONS_avg_acq .tabset}
SRM perceiver effect: one night stand
Distribution

0 missing values.
Summary statistics
PercEff__ONS_avg_acq |
SRM perceiver effect: one night stand |
numeric |
0 |
90 |
90 |
1.6e-05 |
1.38 |
-1.96 |
-1.18 |
-0.23 |
1.09 |
3.03 |
▇▆▆▃▅▅▂▂ |
F8.2 |
21 |
PercEff__BC_avg_acq {#PercEff__BC_avg_acq .tabset}
SRM perceiver effect: booty call
Distribution

0 missing values.
Summary statistics
PercEff__BC_avg_acq |
SRM perceiver effect: booty call |
numeric |
0 |
90 |
90 |
-1.2e-05 |
1.29 |
-1.81 |
-1.16 |
-0.24 |
1.08 |
2.77 |
▇▅▆▃▃▃▂▂ |
F8.2 |
28 |
PercEff__FWB_avg_acq {#PercEff__FWB_avg_acq .tabset}
SRM perceiver effect: friends-with-benefits
Distribution

0 missing values.
Summary statistics
PercEff__FWB_avg_acq |
SRM perceiver effect: friends-with-benefits |
numeric |
0 |
90 |
90 |
-1e-05 |
1.27 |
-1.82 |
-1.03 |
-0.24 |
0.87 |
2.97 |
▇▅▇▃▅▂▃▁ |
F8.2 |
30 |
PercEff__STR_avg_acq {#PercEff__STR_avg_acq .tabset}
SRM perceiver effect: short-term relationship (aggregated)
Distribution

0 missing values.
Summary statistics
PercEff__STR_avg_acq |
SRM perceiver effect: short-term relationship (aggregated) |
numeric |
0 |
90 |
90 |
-2.4e-06 |
1.26 |
-1.8 |
-1.03 |
-0.3 |
1.03 |
2.83 |
▇▆▇▃▅▅▂▂ |
F8.2 |
14 |
PercEff__LTR_avg_acq {#PercEff__LTR_avg_acq .tabset}
SRM perceiver effect: long-term relationship
Distribution

0 missing values.
Summary statistics
PercEff__LTR_avg_acq |
SRM perceiver effect: long-term relationship |
numeric |
0 |
90 |
90 |
-2e-06 |
1.08 |
-1.6 |
-0.9 |
-0.16 |
0.6 |
2.68 |
▇▆▆▇▃▅▁▂ |
F8.2 |
27 |
PercEff__PA_avg_acq {#PercEff__PA_avg_acq .tabset}
SRM perceiver effect: physical attractiveness
Distribution

0 missing values.
Summary statistics
PercEff__PA_avg_acq |
SRM perceiver effect: physical attractiveness |
numeric |
0 |
90 |
90 |
-3.4e-05 |
1.18 |
-2.52 |
-0.95 |
0.16 |
0.97 |
2.53 |
▂▃▆▅▇▆▅▁ |
F8.2 |
28 |
PercEff__Like_avg_acq {#PercEff__Like_avg_acq .tabset}
SRM perceiver effect: likeability
Distribution

0 missing values.
Summary statistics
PercEff__Like_avg_acq |
SRM perceiver effect: likeability |
numeric |
0 |
90 |
90 |
3.6e-05 |
0.94 |
-2.5 |
-0.42 |
0.063 |
0.62 |
2.08 |
▁▁▂▃▇▅▂▁ |
F8.2 |
31 |
PercEff__Int_avg_acq {#PercEff__Int_avg_acq .tabset}
SRM perceiver effect: intelligence
Distribution

0 missing values.
Summary statistics
PercEff__Int_avg_acq |
SRM perceiver effect: intelligence |
numeric |
0 |
90 |
90 |
-3.9e-05 |
0.97 |
-2.36 |
-0.53 |
0.043 |
0.58 |
2.03 |
▁▂▃▇▇▇▂▃ |
F8.2 |
29 |
PercEff__FIPI_N_avg_acq {#PercEff__FIPI_N_avg_acq .tabset}
SRM perceiver effect: neuroticism
Distribution

0 missing values.
Summary statistics
PercEff__FIPI_N_avg_acq |
SRM perceiver effect: neuroticism |
numeric |
0 |
90 |
90 |
3.2e-05 |
0.87 |
-2.25 |
-0.47 |
0.12 |
0.67 |
2.49 |
▁▂▃▇▇▆▁▁ |
F8.2 |
28 |
PercEff__FIPI_E_avg_acq {#PercEff__FIPI_E_avg_acq .tabset}
SRM perceiver effect: extraversion
Distribution

0 missing values.
Summary statistics
PercEff__FIPI_E_avg_acq |
SRM perceiver effect: extraversion |
numeric |
0 |
90 |
90 |
-4.4e-05 |
0.73 |
-1.56 |
-0.49 |
0.12 |
0.51 |
1.71 |
▃▂▆▃▇▇▁▁ |
F8.2 |
28 |
PercEff__FIPI_O_avg_acq {#PercEff__FIPI_O_avg_acq .tabset}
SRM perceiver effect: openness
Distribution

0 missing values.
Summary statistics
PercEff__FIPI_O_avg_acq |
SRM perceiver effect: openness |
numeric |
0 |
90 |
90 |
-1.9e-06 |
0.67 |
-2.17 |
-0.5 |
0.064 |
0.48 |
1.47 |
▁▁▂▆▇▇▅▂ |
F8.2 |
28 |
PercEff__FIPI_A_avg_acq {#PercEff__FIPI_A_avg_acq .tabset}
SRM perceiver effect: agreeableness
Distribution

0 missing values.
Summary statistics
PercEff__FIPI_A_avg_acq |
SRM perceiver effect: agreeableness |
numeric |
0 |
90 |
90 |
4e-05 |
0.86 |
-2.17 |
-0.59 |
-0.046 |
0.51 |
1.73 |
▁▁▅▇▆▆▃▃ |
F8.2 |
31 |
PercEff__FIPI_C_avg_acq {#PercEff__FIPI_C_avg_acq .tabset}
SRM perceiver effect: conscientiousness
Distribution

0 missing values.
Summary statistics
PercEff__FIPI_C_avg_acq |
SRM perceiver effect: conscientiousness |
numeric |
0 |
90 |
90 |
4.3e-05 |
0.7 |
-2.2 |
-0.51 |
-0.0029 |
0.49 |
1.56 |
▁▁▃▆▇▆▅▂ |
F8.2 |
29 |
Missingness report
Among those who finished the survey. Only variables that have missing values are shown.
## Warning: Could not figure out who finished the surveys, because the
## variables expired and ended were missing.