Codebook
Ruben Arslan
3/13/2019
library(labelled)
library(codebook)
library(tidyverse)
knitr::opts_chunk$set(
warning = FALSE, # show warnings during codebook generation
message = FALSE, # show messages during codebook generation
error = TRUE, # do not interrupt codebook generation in case of errors,
# usually makes debugging easier, and sometimes half a codebook
# is better than none
echo = FALSE # don't show the R code
)
ggplot2::theme_set(ggplot2::theme_bw())Load data
Codebook
Metadata
Description
Dataset name: vcs_unstd
The dataset has N=2241 rows and 21 columns. 969 rows have no missing values on any column.
Metadata for search engines
- Date published: 2021-04-10
|
#Variables
voice_id
Distribution
Distribution of values for voice_id
0 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| voice_id | numeric | 0 | 1 | 1 | 1121 | 2241 | 1121 | 647.0653 | ▇▇▇▇▇ | NA |
dataset
Distribution
Distribution of values for dataset
0 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| dataset | numeric | 0 | 1 | 1 | 4 | 11 | 4.531905 | 2.864653 | ▇▃▃▂▁ | NA |
sex
Sex
Distribution
Distribution of values for sex
0 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|
| sex | Sex | haven_labelled | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | 2 | ▇▁▁▁▁▁▁▆ |
Value labels
| name | value |
|---|---|
| male | 1 |
| female | -1 |
age
Age
Distribution
Distribution of values for age
137 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| age | Age | numeric | 137 | 0.9388666 | 18 | 23 | 56 | 24.452 | 6.138718 | ▇▂▁▁▁ |
f0
Voice pitch
Distribution
Distribution of values for f0
7 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| f0 | Voice pitch | numeric | 7 | 0.9968764 | 83 | 192 | 303 | 172.3193 | 50.4619 | ▇▂▇▆▁ |
f1
Distribution
Distribution of values for f1
4 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f1 | numeric | 4 | 0.9982151 | 285 | 454 | 948 | 456.5631 | 72.87459 | ▅▇▁▁▁ | NA |
f2
Distribution
Distribution of values for f2
4 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f2 | numeric | 4 | 0.9982151 | 1133 | 1632 | 2480 | 1628.475 | 163.5203 | ▁▇▆▁▁ | NA |
f3
Distribution
Distribution of values for f3
4 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f3 | numeric | 4 | 0.9982151 | 2208 | 2755 | 3460 | 2728.432 | 225.8818 | ▃▆▇▃▁ | NA |
f4
Distribution
Distribution of values for f4
4 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f4 | numeric | 4 | 0.9982151 | 2948 | 3866 | 4632 | 3804.922 | 307.9621 | ▁▇▅▇▁ | NA |
pf
Formants
Distribution
Distribution of values for pf
4 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| pf | Formants | numeric | 4 | 0.9982151 | -1.7 | 0.042 | 3.5 | 0 | 0.8011369 | ▆▇▇▁▁ |
neuro
Neuroticism
Distribution
Distribution of values for neuro
802 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| neuro | Neuroticism | numeric | 802 | 0.6421241 | 0 | 0.46 | 0.94 | 0.4574452 | 0.1887676 | ▂▆▇▅▂ |
extra
Extraversion
Distribution
Distribution of values for extra
803 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| extra | Extraversion | numeric | 803 | 0.6416778 | 0.062 | 0.62 | 1 | 0.6187284 | 0.1750324 | ▁▃▇▇▃ |
openn
Openness
Distribution
Distribution of values for openn
802 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| openn | Openness | numeric | 802 | 0.6421241 | 0.1 | 0.71 | 1 | 0.6933973 | 0.1460593 | ▁▁▅▇▃ |
agree
Agreeableness
Distribution
Distribution of values for agree
802 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| agree | Agreeableness | numeric | 802 | 0.6421241 | 0.14 | 0.66 | 0.98 | 0.6507738 | 0.1490319 | ▁▂▇▇▃ |
consc
Conscientiousness
Distribution
Distribution of values for consc
802 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| consc | Conscientiousness | numeric | 802 | 0.6421241 | 0.056 | 0.64 | 1 | 0.6300762 | 0.1678243 | ▁▂▇▇▃ |
dominance
Dominance
Distribution
Distribution of values for dominance
1256 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| dominance | Dominance | numeric | 1256 | 0.4395359 | 0.062 | 0.6 | 0.97 | 0.5923477 | 0.1432926 | ▁▂▇▆▂ |
behavior
Distribution
Distribution of values for behavior
242 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| behavior | numeric | 242 | 0.8920125 | 0 | 0.21 | 1 | 0.2737035 | 0.2446753 | ▇▃▃▁▁ | NA |
attitude
Distribution
Distribution of values for attitude
239 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| attitude | numeric | 239 | 0.8933512 | 0 | 0.58 | 1 | 0.5662829 | 0.2938518 | ▅▅▆▆▇ | NA |
desire
Distribution
Distribution of values for desire
238 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| desire | numeric | 238 | 0.8937974 | 0 | 0.42 | 1 | 0.4412302 | 0.2495552 | ▆▇▇▅▂ | NA |
soir_full
Unrestricted sociosexuality
Distribution
Distribution of values for soir_full
243 missing values.
Summary statistics
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| soir_full | Unrestricted sociosexuality | numeric | 243 | 0.8915663 | 0 | 0.43 | 1 | 0.4269984 | 0.206873 | ▅▇▇▅▁ |
sex_c
Distribution
Distribution of values for sex_c
0 missing values.
Summary statistics
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| sex_c | numeric | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | ▇▁▁▁▆ | NA |
Missingness report
Codebook table
JSON-LD metadata
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "vcs_unstd",
"datePublished": "2021-04-10",
"description": "The dataset has N=2241 rows and 21 columns.\n969 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name |label | n_missing|\n|:---------|:---------------------------|---------:|\n|voice_id |NA | 0|\n|dataset |NA | 0|\n|sex |Sex | 0|\n|age |Age | 137|\n|f0 |Voice pitch | 7|\n|f1 |NA | 4|\n|f2 |NA | 4|\n|f3 |NA | 4|\n|f4 |NA | 4|\n|pf |Formants | 4|\n|neuro |Neuroticism | 802|\n|extra |Extraversion | 803|\n|openn |Openness | 802|\n|agree |Agreeableness | 802|\n|consc |Conscientiousness | 802|\n|dominance |Dominance | 1256|\n|behavior |NA | 242|\n|attitude |NA | 239|\n|desire |NA | 238|\n|soir_full |Unrestricted sociosexuality | 243|\n|sex_c |NA | 0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.3).",
"keywords": ["voice_id", "dataset", "sex", "age", "f0", "f1", "f2", "f3", "f4", "pf", "neuro", "extra", "openn", "agree", "consc", "dominance", "behavior", "attitude", "desire", "soir_full", "sex_c"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "voice_id",
"@type": "propertyValue"
},
{
"name": "dataset",
"@type": "propertyValue"
},
{
"name": "sex",
"description": "Sex",
"value": "1. male,\n-1. female",
"maxValue": 1,
"minValue": -1,
"@type": "propertyValue"
},
{
"name": "age",
"description": "Age",
"@type": "propertyValue"
},
{
"name": "f0",
"description": "Voice pitch",
"@type": "propertyValue"
},
{
"name": "f1",
"@type": "propertyValue"
},
{
"name": "f2",
"@type": "propertyValue"
},
{
"name": "f3",
"@type": "propertyValue"
},
{
"name": "f4",
"@type": "propertyValue"
},
{
"name": "pf",
"description": "Formants",
"@type": "propertyValue"
},
{
"name": "neuro",
"description": "Neuroticism",
"@type": "propertyValue"
},
{
"name": "extra",
"description": "Extraversion",
"@type": "propertyValue"
},
{
"name": "openn",
"description": "Openness",
"@type": "propertyValue"
},
{
"name": "agree",
"description": "Agreeableness",
"@type": "propertyValue"
},
{
"name": "consc",
"description": "Conscientiousness",
"@type": "propertyValue"
},
{
"name": "dominance",
"description": "Dominance",
"@type": "propertyValue"
},
{
"name": "behavior",
"@type": "propertyValue"
},
{
"name": "attitude",
"@type": "propertyValue"
},
{
"name": "desire",
"@type": "propertyValue"
},
{
"name": "soir_full",
"description": "Unrestricted sociosexuality",
"@type": "propertyValue"
},
{
"name": "sex_c",
"@type": "propertyValue"
}
]
}`Gender differences
Distributions by dataset
##
## Descriptive statistics by group
## group: 1
## vars n mean sd median trimmed mad min max
## voice_id 1 339 170.00 98.01 170.00 170.00 126.02 1.00 339.00
## dataset 2 339 1.00 0.00 1.00 1.00 0.00 1.00 1.00
## sex* 3 339 1.00 0.00 1.00 1.00 0.00 1.00 1.00
## age 4 339 20.68 3.21 20.00 20.03 1.48 18.00 35.00
## f0 5 339 211.00 22.25 209.75 210.08 20.25 145.50 303.37
## f1 6 339 470.63 56.24 460.44 466.45 48.99 320.83 718.77
## f2 7 339 1678.81 188.45 1670.17 1671.33 190.60 1229.63 2479.51
## f3 8 339 2913.68 127.94 2903.64 2911.40 121.26 2574.70 3245.74
## f4 9 339 3993.69 177.61 4011.59 4001.69 172.20 3492.43 4509.54
## pf 10 339 0.48 0.48 0.45 0.46 0.46 -0.82 2.27
## neuro 11 0 NaN NA NA NaN NA Inf -Inf
## extra 12 0 NaN NA NA NaN NA Inf -Inf
## openn 13 0 NaN NA NA NaN NA Inf -Inf
## agree 14 0 NaN NA NA NaN NA Inf -Inf
## consc 15 0 NaN NA NA NaN NA Inf -Inf
## dominance 16 0 NaN NA NA NaN NA Inf -Inf
## behavior 17 339 0.27 0.23 0.25 0.25 0.25 0.00 1.00
## attitude 18 339 0.58 0.28 0.58 0.60 0.25 0.00 1.00
## desire 19 339 0.43 0.24 0.42 0.42 0.25 0.00 1.00
## soir_full 20 339 0.43 0.20 0.44 0.43 0.21 0.00 0.94
## sex_c 21 339 -1.00 0.00 -1.00 -1.00 0.00 -1.00 -1.00
## range skew kurtosis se
## voice_id 338.00 0.00 -1.21 5.32
## dataset 0.00 NaN NaN 0.00
## sex* 0.00 NaN NaN 0.00
## age 17.00 2.05 4.35 0.17
## f0 157.88 0.49 0.81 1.21
## f1 397.94 0.82 1.24 3.05
## f2 1249.88 0.49 0.61 10.24
## f3 671.04 0.16 -0.17 6.95
## f4 1017.11 -0.34 -0.20 9.65
## pf 3.09 0.39 0.19 0.03
## neuro -Inf NA NA NA
## extra -Inf NA NA NA
## openn -Inf NA NA NA
## agree -Inf NA NA NA
## consc -Inf NA NA NA
## dominance -Inf NA NA NA
## behavior 1.00 0.58 -0.49 0.01
## attitude 1.00 -0.39 -0.69 0.02
## desire 1.00 0.17 -0.90 0.01
## soir_full 0.94 0.01 -0.58 0.01
## sex_c 0.00 NaN NaN 0.00
## ------------------------------------------------------------
## group: 2
## vars n mean sd median trimmed mad min max
## voice_id 1 382 530.62 110.60 530.50 530.53 141.59 340.00 722.00
## dataset 2 382 2.00 0.00 2.00 2.00 0.00 2.00 2.00
## sex* 3 382 1.50 0.50 1.00 1.50 0.00 1.00 2.00
## age 4 382 32.76 7.36 32.00 32.32 8.90 18.00 54.00
## f0 5 382 158.51 51.97 156.10 157.04 72.60 83.51 265.56
## f1 6 382 488.70 82.38 479.86 480.97 80.54 341.17 847.28
## f2 7 382 1675.65 142.74 1682.90 1672.98 178.79 1348.88 2087.72
## f3 8 382 2784.73 243.39 2733.05 2775.02 307.73 2387.15 3460.33
## f4 9 382 3846.16 343.53 3769.11 3822.12 415.99 3305.17 4631.96
## pf 10 382 0.28 0.95 0.16 0.22 1.21 -1.14 3.52
## neuro 11 382 0.40 0.18 0.40 0.40 0.19 0.02 0.90
## extra 12 382 0.63 0.14 0.62 0.63 0.16 0.21 0.94
## openn 13 382 0.71 0.13 0.72 0.71 0.14 0.23 0.98
## agree 14 382 0.70 0.13 0.71 0.71 0.13 0.25 0.98
## consc 15 382 0.70 0.15 0.71 0.71 0.16 0.23 1.00
## dominance 16 381 0.55 0.13 0.56 0.55 0.12 0.15 0.90
## behavior 17 381 0.42 0.28 0.42 0.41 0.37 0.00 1.00
## attitude 18 382 0.54 0.28 0.58 0.54 0.37 0.00 1.00
## desire 19 382 0.52 0.24 0.50 0.51 0.25 0.00 1.00
## soir_full 20 381 0.49 0.21 0.50 0.49 0.21 0.00 1.00
## sex_c 21 382 -0.01 1.00 -1.00 -0.01 0.00 -1.00 1.00
## range skew kurtosis se
## voice_id 382.00 0.00 -1.21 5.66
## dataset 0.00 NaN NaN 0.00
## sex* 1.00 0.01 -2.01 0.03
## age 36.00 0.48 -0.39 0.38
## f0 182.04 0.13 -1.61 2.66
## f1 506.11 1.03 1.66 4.21
## f2 738.84 0.15 -0.82 7.30
## f3 1073.18 0.26 -1.21 12.45
## f4 1326.78 0.37 -1.18 17.58
## pf 4.66 0.38 -0.99 0.05
## neuro 0.88 0.37 -0.34 0.01
## extra 0.73 -0.29 -0.33 0.01
## openn 0.75 -0.43 0.21 0.01
## agree 0.73 -0.40 -0.13 0.01
## consc 0.77 -0.40 -0.09 0.01
## dominance 0.75 -0.27 0.07 0.01
## behavior 1.00 0.13 -1.03 0.01
## attitude 1.00 -0.11 -1.05 0.01
## desire 1.00 0.17 -0.86 0.01
## soir_full 1.00 0.06 -0.65 0.01
## sex_c 2.00 0.01 -2.01 0.05
## ------------------------------------------------------------
## group: 3
## vars n mean sd median trimmed mad min max
## voice_id 1 284 865.04 82.56 865.50 865.05 106.01 723.00 1007.00
## dataset 2 284 3.00 0.00 3.00 3.00 0.00 3.00 3.00
## sex* 3 284 1.50 0.50 1.00 1.50 0.00 1.00 2.00
## age 4 284 23.73 2.73 23.00 23.59 2.97 19.00 30.00
## f0 5 284 166.15 50.26 173.72 165.66 71.11 84.93 265.02
## f1 6 284 511.87 47.41 507.59 508.10 42.24 409.34 745.47
## f2 7 284 1587.91 145.92 1565.38 1580.71 167.30 1286.97 2022.02
## f3 8 284 2698.92 219.30 2698.83 2700.58 296.54 2216.26 3095.68
## f4 9 284 3806.88 284.12 3821.84 3808.70 384.61 3057.45 4313.86
## pf 10 284 0.10 0.75 -0.02 0.08 0.97 -1.41 1.90
## neuro 11 284 0.47 0.18 0.46 0.46 0.21 0.07 0.93
## extra 12 284 0.64 0.18 0.66 0.65 0.19 0.12 0.97
## openn 13 284 0.71 0.15 0.72 0.72 0.15 0.15 1.00
## agree 14 284 0.59 0.14 0.59 0.59 0.14 0.19 0.97
## consc 15 284 0.61 0.16 0.61 0.61 0.16 0.17 1.00
## dominance 16 283 0.61 0.14 0.60 0.61 0.12 0.06 0.96
## behavior 17 284 0.20 0.17 0.15 0.17 0.15 0.00 0.90
## attitude 18 284 0.65 0.25 0.70 0.67 0.24 0.00 1.00
## desire 19 284 0.42 0.24 0.43 0.41 0.30 0.00 1.00
## soir_full 20 284 0.42 0.17 0.43 0.42 0.17 0.01 0.92
## sex_c 21 284 -0.01 1.00 -1.00 -0.01 0.00 -1.00 1.00
## range skew kurtosis se
## voice_id 284.00 0.00 -1.22 4.90
## dataset 0.00 NaN NaN 0.00
## sex* 1.00 0.01 -2.01 0.03
## age 11.00 0.36 -0.92 0.16
## f0 180.09 0.03 -1.60 2.98
## f1 336.13 1.08 2.42 2.81
## f2 735.05 0.42 -0.57 8.66
## f3 879.41 -0.04 -1.38 13.01
## f4 1256.41 -0.05 -1.38 16.86
## pf 3.32 0.14 -1.27 0.04
## neuro 0.86 0.15 -0.54 0.01
## extra 0.84 -0.23 -0.34 0.01
## openn 0.85 -0.70 0.86 0.01
## agree 0.78 -0.14 -0.15 0.01
## consc 0.83 0.03 -0.06 0.01
## dominance 0.90 -0.09 0.25 0.01
## behavior 0.90 1.31 1.73 0.01
## attitude 1.00 -0.68 -0.31 0.02
## desire 1.00 0.20 -0.90 0.01
## soir_full 0.92 -0.08 -0.21 0.01
## sex_c 2.00 0.01 -2.01 0.06
## ------------------------------------------------------------
## group: 4
## vars n mean sd median trimmed mad min max range
## voice_id 1 265 1140.00 76.64 1140.00 1140.00 97.85 1008.00 1272.00 264.00
## dataset 2 265 4.00 0.00 4.00 4.00 0.00 4.00 4.00 0.00
## sex* 3 265 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## age 4 265 23.02 3.30 22.00 22.72 2.97 18.00 35.00 17.00
## f0 5 265 212.13 16.08 210.95 211.73 14.41 155.91 272.93 117.02
## f1 6 265 389.21 31.88 390.41 389.03 30.31 305.37 478.59 173.22
## f2 7 265 1686.54 90.56 1677.06 1686.09 95.87 1451.97 2005.61 553.64
## f3 8 265 2819.11 106.33 2825.36 2820.17 116.62 2553.46 3074.81 521.36
## f4 9 265 4033.70 130.67 4039.53 4035.34 124.12 3682.98 4408.68 725.70
## pf 10 265 0.14 0.31 0.12 0.14 0.32 -0.67 1.02 1.69
## neuro 11 265 0.51 0.18 0.50 0.51 0.19 0.06 0.94 0.88
## extra 12 265 0.62 0.18 0.62 0.62 0.23 0.12 0.97 0.84
## openn 13 265 0.67 0.16 0.68 0.68 0.19 0.17 0.98 0.80
## agree 14 265 0.68 0.14 0.69 0.69 0.16 0.19 0.97 0.78
## consc 15 265 0.63 0.17 0.67 0.64 0.16 0.17 1.00 0.83
## dominance 16 0 NaN NA NA NaN NA Inf -Inf -Inf
## behavior 17 265 0.32 0.26 0.25 0.30 0.25 0.00 1.00 1.00
## attitude 18 265 0.61 0.30 0.67 0.63 0.37 0.00 1.00 1.00
## desire 19 265 0.42 0.23 0.42 0.41 0.25 0.00 1.00 1.00
## soir_full 20 265 0.45 0.21 0.47 0.45 0.21 0.00 0.92 0.92
## sex_c 21 265 -1.00 0.00 -1.00 -1.00 0.00 -1.00 -1.00 0.00
## skew kurtosis se
## voice_id 0.00 -1.21 4.71
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 0.88 0.63 0.20
## f0 0.18 0.88 0.99
## f1 0.05 0.07 1.96
## f2 0.15 -0.09 5.56
## f3 -0.11 -0.44 6.53
## f4 -0.09 -0.03 8.03
## pf 0.13 -0.41 0.02
## neuro -0.03 -0.44 0.01
## extra -0.33 -0.62 0.01
## openn -0.44 -0.37 0.01
## agree -0.45 0.00 0.01
## consc -0.39 -0.28 0.01
## dominance NA NA NA
## behavior 0.54 -0.72 0.02
## attitude -0.40 -0.96 0.02
## desire 0.24 -0.60 0.01
## soir_full -0.07 -0.73 0.01
## sex_c NaN NaN 0.00
## ------------------------------------------------------------
## group: 5
## vars n mean sd median trimmed mad min max
## voice_id 1 186 1366.08 54.26 1366.50 1366.10 69.68 1273.00 1459.00
## dataset 2 186 5.00 0.00 5.00 5.00 0.00 5.00 5.00
## sex* 3 186 1.33 0.47 1.00 1.29 0.00 1.00 2.00
## age 4 186 19.26 1.50 19.00 19.02 1.48 18.00 27.00
## f0 5 186 173.23 47.57 192.93 175.67 37.10 82.84 245.95
## f1 6 186 471.40 44.93 469.15 469.82 44.39 354.38 589.63
## f2 7 186 1646.07 143.16 1699.25 1651.80 135.82 1331.52 1969.18
## f3 8 186 2725.05 206.27 2777.77 2731.28 225.47 2276.41 3080.25
## f4 9 186 3733.61 279.82 3807.62 3744.80 289.42 3115.03 4234.61
## pf 10 186 0.02 0.75 0.26 0.04 0.70 -1.48 1.37
## neuro 11 0 NaN NA NA NaN NA Inf -Inf
## extra 12 0 NaN NA NA NaN NA Inf -Inf
## openn 13 0 NaN NA NA NaN NA Inf -Inf
## agree 14 0 NaN NA NA NaN NA Inf -Inf
## consc 15 0 NaN NA NA NaN NA Inf -Inf
## dominance 16 0 NaN NA NA NaN NA Inf -Inf
## behavior 17 186 0.11 0.13 0.04 0.08 0.06 0.00 0.62
## attitude 18 186 0.34 0.29 0.31 0.33 0.40 0.00 0.96
## desire 19 186 0.32 0.22 0.29 0.30 0.25 0.00 0.96
## soir_full 20 186 0.26 0.17 0.22 0.24 0.18 0.00 0.74
## sex_c 21 186 -0.34 0.94 -1.00 -0.43 0.00 -1.00 1.00
## range skew kurtosis se
## voice_id 186.00 0.00 -1.23 3.98
## dataset 0.00 NaN NaN 0.00
## sex* 1.00 0.73 -1.48 0.03
## age 9.00 1.96 5.80 0.11
## f0 163.11 -0.54 -1.23 3.49
## f1 235.25 0.30 -0.15 3.29
## f2 637.65 -0.39 -1.00 10.50
## f3 803.84 -0.34 -1.16 15.12
## f4 1119.58 -0.40 -1.06 20.52
## pf 2.85 -0.40 -1.28 0.05
## neuro -Inf NA NA NA
## extra -Inf NA NA NA
## openn -Inf NA NA NA
## agree -Inf NA NA NA
## consc -Inf NA NA NA
## dominance -Inf NA NA NA
## behavior 0.62 1.87 3.27 0.01
## attitude 0.96 0.38 -1.17 0.02
## desire 0.96 0.58 -0.63 0.02
## soir_full 0.74 0.67 -0.32 0.01
## sex_c 2.00 0.73 -1.48 0.07
## ------------------------------------------------------------
## group: 6
## vars n mean sd median trimmed mad min max range
## voice_id 1 182 1551.72 53.38 1551.50 1551.77 68.20 1460.00 1643.00 183.00
## dataset 2 182 6.00 0.00 6.00 6.00 0.00 6.00 6.00 0.00
## sex* 3 182 2.00 0.00 2.00 2.00 0.00 2.00 2.00 0.00
## age 4 182 25.44 6.14 24.00 24.42 2.97 18.00 56.00 38.00
## f0 5 182 120.71 15.85 117.99 119.67 14.14 86.96 177.71 90.75
## f1 6 182 362.31 27.38 362.70 362.98 28.59 295.49 440.08 144.59
## f2 7 182 1472.45 73.26 1471.76 1471.40 72.54 1278.61 1681.44 402.83
## f3 8 182 2467.27 98.85 2467.21 2469.70 101.32 2209.98 2709.71 499.73
## f4 9 182 3513.53 144.67 3518.48 3512.22 135.72 3026.11 3996.97 970.85
## pf 10 182 -1.09 0.25 -1.09 -1.09 0.26 -1.68 -0.34 1.34
## neuro 11 0 NaN NA NA NaN NA Inf -Inf -Inf
## extra 12 0 NaN NA NA NaN NA Inf -Inf -Inf
## openn 13 0 NaN NA NA NaN NA Inf -Inf -Inf
## agree 14 0 NaN NA NA NaN NA Inf -Inf -Inf
## consc 15 0 NaN NA NA NaN NA Inf -Inf -Inf
## dominance 16 0 NaN NA NA NaN NA Inf -Inf -Inf
## behavior 17 179 0.26 0.23 0.21 0.23 0.25 0.00 1.00 1.00
## attitude 18 181 0.67 0.26 0.71 0.70 0.25 0.00 1.00 1.00
## desire 19 182 0.52 0.26 0.54 0.52 0.31 0.00 1.00 1.00
## soir_full 20 178 0.48 0.20 0.49 0.49 0.21 0.01 0.94 0.93
## sex_c 21 182 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## skew kurtosis se
## voice_id -0.01 -1.22 3.96
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 2.56 8.55 0.46
## f0 0.68 0.56 1.17
## f1 -0.15 -0.18 2.03
## f2 0.14 -0.16 5.43
## f3 -0.19 -0.25 7.33
## f4 0.12 0.68 10.72
## pf 0.03 -0.14 0.02
## neuro NA NA NA
## extra NA NA NA
## openn NA NA NA
## agree NA NA NA
## consc NA NA NA
## dominance NA NA NA
## behavior 0.85 -0.22 0.02
## attitude -0.68 -0.29 0.02
## desire -0.27 -0.88 0.02
## soir_full -0.12 -0.58 0.01
## sex_c NaN NaN 0.00
## ------------------------------------------------------------
## group: 7
## vars n mean sd median trimmed mad min max range
## voice_id 1 164 1725.50 47.49 1725.50 1725.50 60.79 1644.00 1807.00 163.00
## dataset 2 164 7.00 0.00 7.00 7.00 0.00 7.00 7.00 0.00
## sex* 3 164 2.00 0.00 2.00 2.00 0.00 2.00 2.00 0.00
## age 4 164 24.30 3.25 24.00 24.08 2.97 18.00 34.00 16.00
## f0 5 164 118.73 15.27 117.30 118.03 14.31 87.46 166.08 78.62
## f1 6 164 481.04 34.85 479.66 480.90 32.52 390.69 584.62 193.93
## f2 7 164 1396.66 82.01 1394.13 1393.93 76.76 1133.20 1652.04 518.84
## f3 8 164 2444.48 94.80 2450.25 2444.33 84.44 2208.07 2777.29 569.22
## f4 9 164 3429.84 150.81 3441.89 3430.10 113.10 2968.93 3902.35 933.43
## pf 10 164 -0.89 0.27 -0.91 -0.89 0.30 -1.61 -0.13 1.48
## neuro 11 164 0.42 0.18 0.41 0.41 0.19 0.00 0.89 0.89
## extra 12 164 0.63 0.17 0.66 0.63 0.19 0.16 1.00 0.84
## openn 13 164 0.69 0.14 0.70 0.69 0.15 0.32 1.00 0.68
## agree 14 164 0.61 0.15 0.62 0.61 0.14 0.22 0.91 0.69
## consc 15 164 0.57 0.17 0.56 0.57 0.21 0.06 0.97 0.92
## dominance 16 164 0.62 0.15 0.65 0.63 0.15 0.15 0.95 0.80
## behavior 17 164 0.27 0.24 0.17 0.24 0.19 0.00 1.00 1.00
## attitude 18 164 0.68 0.26 0.71 0.70 0.31 0.00 1.00 1.00
## desire 19 164 0.52 0.25 0.54 0.52 0.31 0.00 1.00 1.00
## soir_full 20 164 0.49 0.18 0.47 0.49 0.16 0.01 0.96 0.94
## sex_c 21 164 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## skew kurtosis se
## voice_id 0.00 -1.22 3.71
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 0.61 0.09 0.25
## f0 0.50 0.30 1.19
## f1 0.01 0.21 2.72
## f2 0.23 0.50 6.40
## f3 0.16 0.50 7.40
## f4 -0.05 0.69 11.78
## pf 0.08 -0.08 0.02
## neuro 0.26 0.04 0.01
## extra -0.26 -0.42 0.01
## openn -0.03 -0.60 0.01
## agree -0.30 -0.43 0.01
## consc -0.14 -0.50 0.01
## dominance -0.47 0.03 0.01
## behavior 0.89 -0.13 0.02
## attitude -0.67 -0.21 0.02
## desire -0.12 -1.01 0.02
## soir_full 0.11 -0.16 0.01
## sex_c NaN NaN 0.00
## ------------------------------------------------------------
## group: 8
## vars n mean sd median trimmed mad min max range
## voice_id 1 157 1886.00 45.47 1886.00 1886.00 57.82 1808.00 1964.00 156.00
## dataset 2 157 8.00 0.00 8.00 8.00 0.00 8.00 8.00 0.00
## sex* 3 157 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## age 4 157 23.06 3.44 23.00 22.86 2.97 18.00 34.00 16.00
## f0 5 157 211.83 17.73 212.60 211.51 17.34 158.41 264.89 106.47
## f1 6 157 446.89 69.85 438.42 444.98 72.94 285.37 600.67 315.30
## f2 7 157 1706.03 79.48 1713.90 1710.34 72.90 1389.02 1885.53 496.51
## f3 8 157 2845.21 138.94 2829.02 2839.73 143.02 2594.67 3255.57 660.90
## f4 9 157 4009.92 131.96 4007.99 4012.65 136.17 3629.25 4317.39 688.13
## pf 10 157 0.38 0.47 0.38 0.38 0.48 -0.82 1.44 2.26
## neuro 11 142 0.47 0.16 0.47 0.47 0.19 0.06 0.88 0.81
## extra 12 142 0.64 0.18 0.66 0.65 0.19 0.16 0.97 0.81
## openn 13 142 0.68 0.16 0.70 0.69 0.19 0.28 0.98 0.70
## agree 14 142 0.67 0.15 0.68 0.68 0.14 0.25 0.97 0.72
## consc 15 142 0.62 0.17 0.61 0.62 0.16 0.25 0.94 0.69
## dominance 16 157 0.63 0.15 0.66 0.63 0.19 0.22 0.97 0.75
## behavior 17 142 0.17 0.14 0.17 0.16 0.19 0.00 0.50 0.50
## attitude 18 142 0.28 0.13 0.29 0.29 0.12 0.00 0.50 0.50
## desire 19 142 0.23 0.11 0.21 0.22 0.12 0.00 0.50 0.50
## soir_full 20 142 0.22 0.09 0.22 0.22 0.10 0.03 0.49 0.46
## sex_c 21 157 -1.00 0.00 -1.00 -1.00 0.00 -1.00 -1.00 0.00
## skew kurtosis se
## voice_id 0.00 -1.22 3.63
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 0.54 -0.37 0.27
## f0 0.16 0.47 1.41
## f1 0.24 -0.65 5.58
## f2 -0.64 0.93 6.34
## f3 0.37 -0.45 11.09
## f4 -0.17 -0.32 10.53
## pf -0.06 -0.41 0.04
## neuro 0.01 -0.40 0.01
## extra -0.51 -0.38 0.01
## openn -0.43 -0.43 0.01
## agree -0.45 -0.14 0.01
## consc -0.05 -0.76 0.01
## dominance -0.11 -0.50 0.01
## behavior 0.39 -1.03 0.01
## attitude -0.23 -0.75 0.01
## desire 0.17 -0.52 0.01
## soir_full 0.24 -0.49 0.01
## sex_c NaN NaN 0.00
## ------------------------------------------------------------
## group: 10
## vars n mean sd median trimmed mad min max range
## voice_id 1 88 2141.50 25.55 2141.50 2141.50 32.62 2098.00 2185.00 87.00
## dataset 2 88 10.00 0.00 10.00 10.00 0.00 10.00 10.00 0.00
## sex* 3 88 2.00 0.00 2.00 2.00 0.00 2.00 2.00 0.00
## age 4 88 24.14 2.74 24.00 23.99 1.48 19.00 31.00 12.00
## f0 5 88 121.51 17.95 118.72 120.62 17.49 91.28 175.82 84.54
## f1 6 88 408.73 85.85 386.51 395.38 40.87 300.05 947.63 647.58
## f2 7 88 1770.63 123.72 1779.76 1770.59 118.65 1435.43 2064.01 628.58
## f3 8 88 2655.71 141.03 2647.06 2651.44 159.63 2363.84 3064.42 700.57
## f4 9 88 3551.65 158.42 3543.07 3532.19 133.58 3330.14 4266.06 935.92
## pf 10 88 -0.23 0.65 -0.34 -0.30 0.50 -1.25 3.10 4.35
## neuro 11 88 0.40 0.19 0.39 0.39 0.16 0.03 0.88 0.84
## extra 12 88 0.61 0.22 0.62 0.62 0.23 0.06 1.00 0.94
## openn 13 88 0.69 0.15 0.71 0.70 0.13 0.10 0.98 0.88
## agree 14 88 0.64 0.15 0.64 0.64 0.16 0.19 0.97 0.78
## consc 15 88 0.58 0.18 0.61 0.58 0.21 0.08 0.94 0.86
## dominance 16 0 NaN NA NA NaN NA Inf -Inf -Inf
## behavior 17 0 NaN NA NA NaN NA Inf -Inf -Inf
## attitude 18 0 NaN NA NA NaN NA Inf -Inf -Inf
## desire 19 0 NaN NA NA NaN NA Inf -Inf -Inf
## soir_full 20 0 NaN NA NA NaN NA Inf -Inf -Inf
## sex_c 21 88 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## skew kurtosis se
## voice_id 0.00 -1.24 2.72
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 0.50 -0.08 0.29
## f0 0.54 -0.10 1.91
## f1 3.36 16.37 9.15
## f2 -0.06 -0.24 13.19
## f3 0.27 -0.40 15.03
## f4 1.78 4.78 16.89
## pf 1.94 6.78 0.07
## neuro 0.30 -0.43 0.02
## extra -0.32 -0.65 0.02
## openn -0.79 1.51 0.02
## agree -0.18 0.00 0.02
## consc -0.26 -0.41 0.02
## dominance NA NA NA
## behavior NA NA NA
## attitude NA NA NA
## desire NA NA NA
## soir_full NA NA NA
## sex_c NaN NaN 0.00
## ------------------------------------------------------------
## group: 11
## vars n mean sd median trimmed mad min max range
## voice_id 1 56 2213.50 16.31 2213.50 2213.50 20.76 2186.00 2241.00 55.00
## dataset 2 56 11.00 0.00 11.00 11.00 0.00 11.00 11.00 0.00
## sex* 3 56 2.00 0.00 2.00 2.00 0.00 2.00 2.00 0.00
## age 4 56 19.96 1.21 20.00 19.93 1.48 18.00 23.00 5.00
## f0 5 56 105.92 11.44 102.55 105.13 8.95 88.94 133.76 44.82
## f1 6 56 410.40 33.04 418.16 412.39 28.13 338.15 483.39 145.24
## f2 7 56 1491.34 56.39 1493.32 1491.80 68.56 1381.04 1603.63 222.59
## f3 8 56 2485.94 78.16 2484.18 2482.57 71.33 2311.55 2680.83 369.28
## f4 9 56 3433.50 109.01 3433.66 3431.88 112.39 3192.24 3700.46 508.22
## pf 10 56 -0.94 0.19 -0.93 -0.94 0.14 -1.37 -0.47 0.90
## neuro 11 0 NaN NA NA NaN NA Inf -Inf -Inf
## extra 12 0 NaN NA NA NaN NA Inf -Inf -Inf
## openn 13 0 NaN NA NA NaN NA Inf -Inf -Inf
## agree 14 0 NaN NA NA NaN NA Inf -Inf -Inf
## consc 15 0 NaN NA NA NaN NA Inf -Inf -Inf
## dominance 16 0 NaN NA NA NaN NA Inf -Inf -Inf
## behavior 17 56 0.37 0.20 0.35 0.37 0.22 0.04 0.83 0.79
## attitude 18 56 0.80 0.18 0.83 0.82 0.15 0.21 1.00 0.79
## desire 19 56 0.69 0.17 0.71 0.70 0.19 0.25 1.00 0.75
## soir_full 20 56 0.62 0.14 0.61 0.62 0.14 0.25 0.85 0.60
## sex_c 21 56 1.00 0.00 1.00 1.00 0.00 1.00 1.00 0.00
## skew kurtosis se
## voice_id 0.00 -1.26 2.18
## dataset NaN NaN 0.00
## sex* NaN NaN 0.00
## age 0.19 -0.68 0.16
## f0 0.65 -0.30 1.53
## f1 -0.53 -0.27 4.41
## f2 -0.08 -0.97 7.53
## f3 0.34 -0.08 10.44
## f4 0.13 -0.03 14.57
## pf 0.17 0.21 0.03
## neuro NA NA NA
## extra NA NA NA
## openn NA NA NA
## agree NA NA NA
## consc NA NA NA
## dominance NA NA NA
## behavior 0.31 -0.82 0.03
## attitude -1.23 1.27 0.02
## desire -0.55 -0.05 0.02
## soir_full -0.33 -0.18 0.02
## sex_c NaN NaN 0.00