Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 32 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.7 KiB |
| Average record size in memory | 183.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 11 |
| Categorical | 8 |
Dataset
| Description | 대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 강도범죄자의 생활환경에 따른 직업별 범죄 통계임. (단위: 명) |
|---|---|
| Author | 대검찰청 |
| URL | https://www.data.go.kr/data/15085997/fileData.do |
계모무부 has constant value "" | Constant |
계부무모 is highly overall correlated with 생활정도_하류 and 15 other fields | High correlation |
사별 is highly overall correlated with 생활정도_하류 and 14 other fields | High correlation |
실모계부 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
계부모 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
미혼자부모관계_미상 is highly overall correlated with 생활정도_하류 and 15 other fields | High correlation |
실부계모 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
생활정도_상류 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
생활정도_하류 is highly overall correlated with 생활정도_중류 and 16 other fields | High correlation |
생활정도_중류 is highly overall correlated with 생활정도_하류 and 15 other fields | High correlation |
생활정도_미상 is highly overall correlated with 생활정도_하류 and 14 other fields | High correlation |
유배우자 is highly overall correlated with 생활정도_하류 and 14 other fields | High correlation |
동거 is highly overall correlated with 생활정도_하류 and 15 other fields | High correlation |
이혼 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
혼인관계_미상 is highly overall correlated with 생활정도_하류 and 14 other fields | High correlation |
실(양)부모 is highly overall correlated with 생활정도_하류 and 14 other fields | High correlation |
실부무모 is highly overall correlated with 생활정도_하류 and 13 other fields | High correlation |
실모무부 is highly overall correlated with 생활정도_하류 and 15 other fields | High correlation |
무부모 is highly overall correlated with 생활정도_하류 and 16 other fields | High correlation |
생활정도_상류 is highly imbalanced (63.4%) | Imbalance |
사별 is highly imbalanced (53.5%) | Imbalance |
계부모 is highly imbalanced (74.8%) | Imbalance |
실부계모 is highly imbalanced (53.4%) | Imbalance |
실모계부 is highly imbalanced (56.8%) | Imbalance |
계부무모 is highly imbalanced (79.9%) | Imbalance |
미혼자부모관계_미상 is highly imbalanced (79.9%) | Imbalance |
직업별 has unique values | Unique |
생활정도_하류 has 6 (18.8%) zeros | Zeros |
생활정도_중류 has 8 (25.0%) zeros | Zeros |
생활정도_미상 has 14 (43.8%) zeros | Zeros |
유배우자 has 8 (25.0%) zeros | Zeros |
동거 has 24 (75.0%) zeros | Zeros |
이혼 has 17 (53.1%) zeros | Zeros |
혼인관계_미상 has 14 (43.8%) zeros | Zeros |
실(양)부모 has 9 (28.1%) zeros | Zeros |
실부무모 has 24 (75.0%) zeros | Zeros |
실모무부 has 18 (56.2%) zeros | Zeros |
무부모 has 23 (71.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 06:29:44.907938 |
|---|---|
| Analysis finished | 2023-12-12 06:29:59.360943 |
| Duration | 14.45 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
직업별
Text
UNIQUE
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 3.625 |
| Min length | 2 |
Characters and Unicode
| Total characters | 116 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 농·임·수산업 |
|---|---|
| 2nd row | 제조업 |
| 3rd row | 건설업 |
| 4th row | 도·소매업 |
| 5th row | 무역업 |
| Value | Count | Frequency (%) |
| 농·임·수산업 | 1 | 3.1% |
| 제조업 | 1 | 3.1% |
| 무직자 | 1 | 3.1% |
| 공익요원 | 1 | 3.1% |
| 주부 | 1 | 3.1% |
| 학생 | 1 | 3.1% |
| 공무원 | 1 | 3.1% |
| 기타전문직 | 1 | 3.1% |
| 예술인 | 1 | 3.1% |
| 종교가 | 1 | 3.1% |
| Other values (22) | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| 업 | 12 | 10.3% |
| 사 | 7 | 6.0% |
| 원 | 7 | 6.0% |
| 자 | 6 | 5.2% |
| 무 | 4 | 3.4% |
| 기 | 4 | 3.4% |
| 종 | 3 | 2.6% |
| 요 | 3 | 2.6% |
| 타 | 3 | 2.6% |
| · | 3 | 2.6% |
| Other values (48) | 64 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 113 | |
| Other Punctuation | 3 | 2.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 업 | 12 | 10.6% |
| 사 | 7 | 6.2% |
| 원 | 7 | 6.2% |
| 자 | 6 | 5.3% |
| 무 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 종 | 3 | 2.7% |
| 요 | 3 | 2.7% |
| 타 | 3 | 2.7% |
| 공 | 3 | 2.7% |
| Other values (47) | 61 |
Other Punctuation
| Value | Count | Frequency (%) |
| · | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 113 | |
| Common | 3 | 2.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 업 | 12 | 10.6% |
| 사 | 7 | 6.2% |
| 원 | 7 | 6.2% |
| 자 | 6 | 5.3% |
| 무 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 종 | 3 | 2.7% |
| 요 | 3 | 2.7% |
| 타 | 3 | 2.7% |
| 공 | 3 | 2.7% |
| Other values (47) | 61 |
Common
| Value | Count | Frequency (%) |
| · | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 113 | |
| None | 3 | 2.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 업 | 12 | 10.6% |
| 사 | 7 | 6.2% |
| 원 | 7 | 6.2% |
| 자 | 6 | 5.3% |
| 무 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 종 | 3 | 2.7% |
| 요 | 3 | 2.7% |
| 타 | 3 | 2.7% |
| 공 | 3 | 2.7% |
| Other values (47) | 61 |
None
| Value | Count | Frequency (%) |
| · | 3 |
생활정도_하류
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 53.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.5 |
| Minimum | 0 |
|---|---|
| Maximum | 516 |
| Zeros | 6 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 11 |
| 95-th percentile | 77.95 |
| Maximum | 516 |
| Range | 516 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 91.960721 |
|---|---|
| Coefficient of variation (CV) | 3.0151056 |
| Kurtosis | 27.120779 |
| Mean | 30.5 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.0550263 |
| Sum | 976 |
| Variance | 8456.7742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 4 | |
| 5 | 3 | |
| 2 | 3 | |
| 7 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 3 | 2 | 6.2% |
| 73 | 1 | 3.1% |
| 47 | 1 | 3.1% |
| 516 | 1 | 3.1% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 4 | |
| 2 | 3 | |
| 3 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 5 | 3 | |
| 6 | 1 | 3.1% |
| 7 | 2 | 6.2% |
| 9 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 516 | 1 | |
| 84 | 1 | |
| 73 | 1 | |
| 71 | 1 | |
| 64 | 1 | |
| 47 | 1 | |
| 36 | 1 | |
| 17 | 1 | |
| 9 | 1 | |
| 7 | 2 |
생활정도_중류
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.53125 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 8 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 2 |
| Q3 | 5.5 |
| 95-th percentile | 47.3 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 4.75 |
Descriptive statistics
| Standard deviation | 22.146119 |
|---|---|
| Coefficient of variation (CV) | 2.1028956 |
| Kurtosis | 12.824598 |
| Mean | 10.53125 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.3660502 |
| Sum | 337 |
| Variance | 490.4506 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 6 | |
| 3 | 3 | 9.4% |
| 2 | 3 | 9.4% |
| 5 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 17 | 1 | 3.1% |
| 41 | 1 | 3.1% |
| 30 | 1 | 3.1% |
| 15 | 1 | 3.1% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 6 | |
| 2 | 3 | 9.4% |
| 3 | 3 | 9.4% |
| 4 | 2 | 6.2% |
| 5 | 2 | 6.2% |
| 7 | 1 | 3.1% |
| 15 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 24 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 109 | 1 | |
| 55 | 1 | |
| 41 | 1 | |
| 30 | 1 | |
| 24 | 1 | |
| 17 | 1 | |
| 15 | 1 | |
| 7 | 1 | |
| 5 | 2 | |
| 4 | 2 |
생활정도_상류
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 6.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 6.2% |
| 2 | 1 | 3.1% |
| 4 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 6.2% |
| 2 | 1 | 3.1% |
| 4 | 1 | 3.1% |
생활정도_미상
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 14 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 33.8 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 12.239545 |
|---|---|
| Coefficient of variation (CV) | 2.2253717 |
| Kurtosis | 8.3145243 |
| Mean | 5.5 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.9485483 |
| Sum | 176 |
| Variance | 149.80645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 7 | |
| 2 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 14 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 47 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 7 | |
| 2 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 14 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 47 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 49 | 1 | 3.1% |
| 47 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 14 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 4 | 2 | 6.2% |
| 2 | 2 | 6.2% |
| 1 | 7 |
유배우자
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8125 |
| Minimum | 0 |
|---|---|
| Maximum | 69 |
| Zeros | 8 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 47.15 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 17.134078 |
|---|---|
| Coefficient of variation (CV) | 1.9442925 |
| Kurtosis | 6.6723262 |
| Mean | 8.8125 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.6691409 |
| Sum | 282 |
| Variance | 293.57661 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 5 | |
| 3 | 4 | |
| 2 | 4 | |
| 6 | 2 | 6.2% |
| 9 | 2 | 6.2% |
| 5 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| 62 | 1 | 3.1% |
| 32 | 1 | 3.1% |
| Other values (3) | 3 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 5 | |
| 2 | 4 | |
| 3 | 4 | |
| 4 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 6 | 2 | 6.2% |
| 9 | 2 | 6.2% |
| 20 | 1 | 3.1% |
| 32 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 69 | 1 | 3.1% |
| 62 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| 32 | 1 | 3.1% |
| 20 | 1 | 3.1% |
| 9 | 2 | |
| 6 | 2 | |
| 5 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 3 | 4 |
동거
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1875 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 24 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.25 |
| 95-th percentile | 4.9 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 3.3738797 |
|---|---|
| Coefficient of variation (CV) | 2.8411619 |
| Kurtosis | 21.02842 |
| Mean | 1.1875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3482559 |
| Sum | 38 |
| Variance | 11.383065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 2 | 3 | 9.4% |
| 1 | 1 | 3.1% |
| 3 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 1 | 3.1% |
| 2 | 3 | 9.4% |
| 3 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 3 | 1 | 3.1% |
| 2 | 3 | 9.4% |
| 1 | 1 | 3.1% |
| 0 | 24 |
이혼
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.90625 |
| Minimum | 0 |
|---|---|
| Maximum | 72 |
| Zeros | 17 |
| Zeros (%) | 53.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 12.6 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 12.895009 |
|---|---|
| Coefficient of variation (CV) | 3.3011222 |
| Kurtosis | 27.180659 |
| Mean | 3.90625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.0863023 |
| Sum | 125 |
| Variance | 166.28125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 5 | 15.6% |
| 2 | 4 | 12.5% |
| 4 | 2 | 6.2% |
| 6 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 9 | 1 | 3.1% |
| 72 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 5 | 15.6% |
| 2 | 4 | 12.5% |
| 4 | 2 | 6.2% |
| 6 | 1 | 3.1% |
| 9 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 72 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 72 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 9 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 4 | 2 | 6.2% |
| 2 | 4 | 12.5% |
| 1 | 5 | 15.6% |
| 0 | 17 |
사별
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 1 | |
| 3 | 1 |
| 10 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.03125 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 6.2% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 4 | 12.5% |
| 3 | 1 | 3.1% |
| 10 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 4 | 12.5% |
| 3 | 1 | 3.1% |
| 10 | 1 | 3.1% |
혼인관계_미상
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4375 |
| Minimum | 0 |
|---|---|
| Maximum | 47 |
| Zeros | 14 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 33.8 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 12.013266 |
|---|---|
| Coefficient of variation (CV) | 2.2093362 |
| Kurtosis | 8.1295068 |
| Mean | 5.4375 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.9198432 |
| Sum | 174 |
| Variance | 144.31855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 7 | |
| 2 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 47 | 2 | 6.2% |
| 14 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 7 | |
| 2 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 14 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 47 | 2 | 6.2% |
| Value | Count | Frequency (%) |
| 47 | 2 | 6.2% |
| 23 | 1 | 3.1% |
| 14 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 4 | 2 | 6.2% |
| 2 | 2 | 6.2% |
| 1 | 7 | |
| 0 | 14 |
실(양)부모
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.03125 |
| Minimum | 0 |
|---|---|
| Maximum | 286 |
| Zeros | 9 |
| Zeros (%) | 28.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.5 |
| Q3 | 5.25 |
| 95-th percentile | 76.6 |
| Maximum | 286 |
| Range | 286 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 53.621423 |
|---|---|
| Coefficient of variation (CV) | 2.9738051 |
| Kurtosis | 21.521723 |
| Mean | 18.03125 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 4.4715127 |
| Sum | 577 |
| Variance | 2875.2571 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 7 | |
| 3 | 5 | |
| 2 | 2 | 6.2% |
| 10 | 1 | 3.1% |
| 26 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 24 | 1 | 3.1% |
| 46 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| Other values (3) | 3 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 7 | |
| 2 | 2 | 6.2% |
| 3 | 5 | |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 24 | 1 | 3.1% |
| 26 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 286 | 1 | 3.1% |
| 114 | 1 | 3.1% |
| 46 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 26 | 1 | 3.1% |
| 24 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 3 | 5 |
계부모
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 1 | 1 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 6.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 1 | 3.1% |
| 2 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 1 | 3.1% |
| 2 | 1 | 3.1% |
실부계모
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 1 | |
| 14 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.03125 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 4 | 12.5% |
| 14 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 4 | 12.5% |
| 14 | 1 | 3.1% |
실부무모
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.96875 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 24 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.25 |
| 95-th percentile | 7.45 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 6.8602848 |
|---|---|
| Coefficient of variation (CV) | 3.4845891 |
| Kurtosis | 26.521828 |
| Mean | 1.96875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.0032896 |
| Sum | 63 |
| Variance | 47.063508 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 2 | 6.2% |
| 2 | 2 | 6.2% |
| 8 | 1 | 3.1% |
| 7 | 1 | 3.1% |
| 38 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 2 | 6.2% |
| 2 | 2 | 6.2% |
| 4 | 1 | 3.1% |
| 7 | 1 | 3.1% |
| 8 | 1 | 3.1% |
| 38 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | 3.1% |
| 8 | 1 | 3.1% |
| 7 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 2 | 2 | 6.2% |
| 1 | 2 | 6.2% |
| 0 | 24 |
실모계부
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 2 | 2 |
| 1 | 2 |
| 7 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 2 | 2 | 6.2% |
| 1 | 2 | 6.2% |
| 7 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 2 | 2 | 6.2% |
| 1 | 2 | 6.2% |
| 7 | 1 | 3.1% |
실모무부
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3125 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 18 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.5 |
| 95-th percentile | 7.8 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 11.317806 |
|---|---|
| Coefficient of variation (CV) | 3.4166963 |
| Kurtosis | 29.065847 |
| Mean | 3.3125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.295414 |
| Sum | 106 |
| Variance | 128.09274 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 6 | 18.8% |
| 3 | 2 | 6.2% |
| 5 | 2 | 6.2% |
| 4 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 64 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 6 | 18.8% |
| 3 | 2 | 6.2% |
| 4 | 1 | 3.1% |
| 5 | 2 | 6.2% |
| 6 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 64 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 64 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 2 | 6.2% |
| 4 | 1 | 3.1% |
| 3 | 2 | 6.2% |
| 1 | 6 | 18.8% |
| 0 | 18 |
계부무모
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 1 | 3.1% |
계모무부
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32 |
무부모
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.40625 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 23 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8.25 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 8.1314181 |
|---|---|
| Coefficient of variation (CV) | 3.3792906 |
| Kurtosis | 26.222248 |
| Mean | 2.40625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.9693854 |
| Sum | 77 |
| Variance | 66.11996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 3 | 9.4% |
| 5 | 1 | 3.1% |
| 11 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 3 | 1 | 3.1% |
| 45 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 3 | 9.4% |
| 3 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 11 | 1 | 3.1% |
| 45 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 45 | 1 | 3.1% |
| 11 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 3 | 1 | 3.1% |
| 1 | 3 | 9.4% |
| 0 | 23 |
미혼자부모관계_미상
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
| 0 | |
|---|---|
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 3 | 1 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 3 | 1 | 3.1% |
| 직업별 | 생활정도_하류 | 생활정도_중류 | 생활정도_상류 | 생활정도_미상 | 유배우자 | 동거 | 이혼 | 사별 | 혼인관계_미상 | 실(양)부모 | 계부모 | 실부계모 | 실부무모 | 실모계부 | 실모무부 | 계부무모 | 무부모 | 미혼자부모관계_미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 직업별 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 생활정도_하류 | 1.000 | 1.000 | 0.995 | 0.674 | 0.777 | 0.873 | 0.811 | 0.782 | 0.725 | 0.777 | 0.744 | 0.964 | 0.959 | 0.744 | 0.703 | 0.964 | 1.000 | 0.849 | 1.000 |
| 생활정도_중류 | 1.000 | 0.995 | 1.000 | 0.935 | 0.898 | 0.917 | 0.865 | 0.890 | 0.810 | 0.898 | 0.971 | 1.000 | 0.980 | 0.935 | 0.937 | 1.000 | 1.000 | 0.935 | 1.000 |
| 생활정도_상류 | 1.000 | 0.674 | 0.935 | 1.000 | 0.769 | 1.000 | 0.790 | 0.858 | 0.861 | 0.769 | 0.901 | 0.647 | 0.674 | 0.901 | 0.957 | 0.647 | 1.000 | 0.901 | 1.000 |
| 생활정도_미상 | 1.000 | 0.777 | 0.898 | 0.769 | 1.000 | 0.913 | 0.952 | 0.703 | 0.582 | 1.000 | 0.716 | 0.668 | 0.610 | 0.716 | 0.817 | 0.668 | 0.528 | 0.761 | 0.528 |
| 유배우자 | 1.000 | 0.873 | 0.917 | 1.000 | 0.913 | 1.000 | 0.902 | 0.917 | 0.861 | 0.913 | 0.797 | 0.707 | 0.785 | 0.841 | 0.917 | 0.707 | 1.000 | 0.948 | 1.000 |
| 동거 | 1.000 | 0.811 | 0.865 | 0.790 | 0.952 | 0.902 | 1.000 | 0.821 | 0.647 | 0.952 | 0.741 | 0.682 | 0.755 | 0.835 | 0.627 | 0.682 | 1.000 | 0.821 | 1.000 |
| 이혼 | 1.000 | 0.782 | 0.890 | 0.858 | 0.703 | 0.917 | 0.821 | 1.000 | 0.987 | 0.703 | 0.937 | 0.647 | 0.649 | 0.977 | 0.937 | 0.647 | 1.000 | 0.995 | 1.000 |
| 사별 | 1.000 | 0.725 | 0.810 | 0.861 | 0.582 | 0.861 | 0.647 | 0.987 | 1.000 | 0.582 | 0.877 | 0.648 | 0.655 | 0.903 | 0.938 | 0.648 | 1.000 | 0.981 | 1.000 |
| 혼인관계_미상 | 1.000 | 0.777 | 0.898 | 0.769 | 1.000 | 0.913 | 0.952 | 0.703 | 0.582 | 1.000 | 0.716 | 0.668 | 0.610 | 0.716 | 0.817 | 0.668 | 0.528 | 0.761 | 0.528 |
| 실(양)부모 | 1.000 | 0.744 | 0.971 | 0.901 | 0.716 | 0.797 | 0.741 | 0.937 | 0.877 | 0.716 | 1.000 | 1.000 | 0.718 | 0.988 | 0.960 | 1.000 | 1.000 | 0.901 | 1.000 |
| 계부모 | 1.000 | 0.964 | 1.000 | 0.647 | 0.668 | 0.707 | 0.682 | 0.647 | 0.648 | 0.668 | 1.000 | 1.000 | 0.964 | 0.787 | 0.787 | 1.000 | 1.000 | 0.647 | 1.000 |
| 실부계모 | 1.000 | 0.959 | 0.980 | 0.674 | 0.610 | 0.785 | 0.755 | 0.649 | 0.655 | 0.610 | 0.718 | 0.964 | 1.000 | 0.674 | 0.675 | 0.964 | 1.000 | 0.674 | 1.000 |
| 실부무모 | 1.000 | 0.744 | 0.935 | 0.901 | 0.716 | 0.841 | 0.835 | 0.977 | 0.903 | 0.716 | 0.988 | 0.787 | 0.674 | 1.000 | 0.977 | 0.787 | 1.000 | 0.937 | 1.000 |
| 실모계부 | 1.000 | 0.703 | 0.937 | 0.957 | 0.817 | 0.917 | 0.627 | 0.937 | 0.938 | 0.817 | 0.960 | 0.787 | 0.675 | 0.977 | 1.000 | 0.787 | 1.000 | 0.937 | 1.000 |
| 실모무부 | 1.000 | 0.964 | 1.000 | 0.647 | 0.668 | 0.707 | 0.682 | 0.647 | 0.648 | 0.668 | 1.000 | 1.000 | 0.964 | 0.787 | 0.787 | 1.000 | 1.000 | 0.647 | 1.000 |
| 계부무모 | 1.000 | 1.000 | 1.000 | 1.000 | 0.528 | 1.000 | 1.000 | 1.000 | 1.000 | 0.528 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.659 |
| 무부모 | 1.000 | 0.849 | 0.935 | 0.901 | 0.761 | 0.948 | 0.821 | 0.995 | 0.981 | 0.761 | 0.901 | 0.647 | 0.674 | 0.937 | 0.937 | 0.647 | 1.000 | 1.000 | 1.000 |
| 미혼자부모관계_미상 | 1.000 | 1.000 | 1.000 | 1.000 | 0.528 | 1.000 | 1.000 | 1.000 | 1.000 | 0.528 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.659 | 1.000 | 1.000 |
| 계부무모 | 사별 | 실모계부 | 계부모 | 미혼자부모관계_미상 | 실부계모 | 생활정도_상류 | |
|---|---|---|---|---|---|---|---|
| 계부무모 | 1.000 | 0.966 | 0.966 | 0.983 | 0.457 | 0.983 | 0.966 |
| 사별 | 0.966 | 1.000 | 0.668 | 0.659 | 0.966 | 0.668 | 0.519 |
| 실모계부 | 0.966 | 0.668 | 1.000 | 0.830 | 0.966 | 0.693 | 0.721 |
| 계부모 | 0.983 | 0.659 | 0.830 | 1.000 | 0.983 | 0.765 | 0.658 |
| 미혼자부모관계_미상 | 0.457 | 0.966 | 0.966 | 0.983 | 1.000 | 0.983 | 0.966 |
| 실부계모 | 0.983 | 0.668 | 0.693 | 0.765 | 0.983 | 1.000 | 0.691 |
| 생활정도_상류 | 0.966 | 0.519 | 0.721 | 0.658 | 0.966 | 0.691 | 1.000 |
| 생활정도_하류 | 생활정도_중류 | 생활정도_미상 | 유배우자 | 동거 | 이혼 | 혼인관계_미상 | 실(양)부모 | 실부무모 | 실모무부 | 무부모 | 생활정도_상류 | 사별 | 계부모 | 실부계모 | 실모계부 | 계부무모 | 미혼자부모관계_미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 생활정도_하류 | 1.000 | 0.588 | 0.656 | 0.688 | 0.607 | 0.787 | 0.657 | 0.799 | 0.709 | 0.746 | 0.655 | 0.691 | 0.753 | 0.765 | 0.750 | 0.727 | 0.983 | 0.983 |
| 생활정도_중류 | 0.588 | 1.000 | 0.592 | 0.668 | 0.649 | 0.644 | 0.593 | 0.663 | 0.463 | 0.716 | 0.720 | 0.799 | 0.635 | 0.947 | 0.784 | 0.803 | 0.931 | 0.931 |
| 생활정도_미상 | 0.656 | 0.592 | 1.000 | 0.649 | 0.590 | 0.838 | 1.000 | 0.493 | 0.504 | 0.655 | 0.577 | 0.705 | 0.497 | 0.615 | 0.543 | 0.767 | 0.606 | 0.606 |
| 유배우자 | 0.688 | 0.668 | 0.649 | 1.000 | 0.696 | 0.715 | 0.650 | 0.533 | 0.453 | 0.465 | 0.531 | 0.945 | 0.747 | 0.576 | 0.676 | 0.838 | 0.913 | 0.913 |
| 동거 | 0.607 | 0.649 | 0.590 | 0.696 | 1.000 | 0.621 | 0.591 | 0.643 | 0.426 | 0.617 | 0.542 | 0.732 | 0.565 | 0.633 | 0.731 | 0.543 | 0.949 | 0.949 |
| 이혼 | 0.787 | 0.644 | 0.838 | 0.715 | 0.621 | 1.000 | 0.839 | 0.512 | 0.506 | 0.703 | 0.613 | 0.514 | 0.845 | 0.657 | 0.661 | 0.664 | 0.966 | 0.966 |
| 혼인관계_미상 | 0.657 | 0.593 | 1.000 | 0.650 | 0.591 | 0.839 | 1.000 | 0.494 | 0.505 | 0.656 | 0.578 | 0.705 | 0.497 | 0.615 | 0.543 | 0.767 | 0.606 | 0.606 |
| 실(양)부모 | 0.799 | 0.663 | 0.493 | 0.533 | 0.643 | 0.512 | 0.494 | 1.000 | 0.651 | 0.647 | 0.652 | 0.586 | 0.543 | 0.983 | 0.745 | 0.730 | 0.966 | 0.966 |
| 실부무모 | 0.709 | 0.463 | 0.504 | 0.453 | 0.426 | 0.506 | 0.505 | 0.651 | 1.000 | 0.678 | 0.717 | 0.586 | 0.590 | 0.830 | 0.691 | 0.795 | 0.966 | 0.966 |
| 실모무부 | 0.746 | 0.716 | 0.655 | 0.465 | 0.617 | 0.703 | 0.656 | 0.647 | 0.678 | 1.000 | 0.704 | 0.658 | 0.659 | 1.000 | 0.765 | 0.830 | 0.983 | 0.983 |
| 무부모 | 0.655 | 0.720 | 0.577 | 0.531 | 0.542 | 0.613 | 0.578 | 0.652 | 0.717 | 0.704 | 1.000 | 0.586 | 0.813 | 0.658 | 0.691 | 0.665 | 0.966 | 0.966 |
| 생활정도_상류 | 0.691 | 0.799 | 0.705 | 0.945 | 0.732 | 0.514 | 0.705 | 0.586 | 0.586 | 0.658 | 0.586 | 1.000 | 0.519 | 0.658 | 0.691 | 0.721 | 0.966 | 0.966 |
| 사별 | 0.753 | 0.635 | 0.497 | 0.747 | 0.565 | 0.845 | 0.497 | 0.543 | 0.590 | 0.659 | 0.813 | 0.519 | 1.000 | 0.659 | 0.668 | 0.668 | 0.966 | 0.966 |
| 계부모 | 0.765 | 0.947 | 0.615 | 0.576 | 0.633 | 0.657 | 0.615 | 0.983 | 0.830 | 1.000 | 0.658 | 0.658 | 0.659 | 1.000 | 0.765 | 0.830 | 0.983 | 0.983 |
| 실부계모 | 0.750 | 0.784 | 0.543 | 0.676 | 0.731 | 0.661 | 0.543 | 0.745 | 0.691 | 0.765 | 0.691 | 0.691 | 0.668 | 0.765 | 1.000 | 0.693 | 0.983 | 0.983 |
| 실모계부 | 0.727 | 0.803 | 0.767 | 0.838 | 0.543 | 0.664 | 0.767 | 0.730 | 0.795 | 0.830 | 0.665 | 0.721 | 0.668 | 0.830 | 0.693 | 1.000 | 0.966 | 0.966 |
| 계부무모 | 0.983 | 0.931 | 0.606 | 0.913 | 0.949 | 0.966 | 0.606 | 0.966 | 0.966 | 0.983 | 0.966 | 0.966 | 0.966 | 0.983 | 0.983 | 0.966 | 1.000 | 0.457 |
| 미혼자부모관계_미상 | 0.983 | 0.931 | 0.606 | 0.913 | 0.949 | 0.966 | 0.606 | 0.966 | 0.966 | 0.983 | 0.966 | 0.966 | 0.966 | 0.983 | 0.983 | 0.966 | 0.457 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 직업별 | 생활정도_하류 | 생활정도_중류 | 생활정도_상류 | 생활정도_미상 | 유배우자 | 동거 | 이혼 | 사별 | 혼인관계_미상 | 실(양)부모 | 계부모 | 실부계모 | 실부무모 | 실모계부 | 실모무부 | 계부무모 | 계모무부 | 무부모 | 미혼자부모관계_미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 농·임·수산업 | 7 | 1 | 0 | 2 | 3 | 0 | 2 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 제조업 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 건설업 | 5 | 3 | 0 | 0 | 6 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 도·소매업 | 1 | 5 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 4 | 무역업 | 4 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 요식업 | 2 | 5 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 유흥업 | 3 | 3 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
| 7 | 부동산업 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 차량정비업 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 노점 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 직업별 | 생활정도_하류 | 생활정도_중류 | 생활정도_상류 | 생활정도_미상 | 유배우자 | 동거 | 이혼 | 사별 | 혼인관계_미상 | 실(양)부모 | 계부모 | 실부계모 | 실부무모 | 실모계부 | 실모무부 | 계부무모 | 계모무부 | 무부모 | 미혼자부모관계_미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 변호사 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 종교가 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 24 | 예술인 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 기타전문직 | 9 | 7 | 0 | 1 | 6 | 2 | 1 | 0 | 1 | 5 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 26 | 공무원 | 0 | 4 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 27 | 학생 | 84 | 55 | 0 | 5 | 1 | 0 | 1 | 0 | 5 | 114 | 1 | 1 | 7 | 1 | 10 | 0 | 0 | 3 | 0 |
| 28 | 주부 | 5 | 1 | 0 | 4 | 4 | 0 | 2 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 29 | 공익요원 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 30 | 무직자 | 516 | 109 | 4 | 47 | 69 | 18 | 72 | 10 | 47 | 286 | 2 | 14 | 38 | 7 | 64 | 1 | 0 | 45 | 3 |
| 31 | 미상 | 47 | 24 | 1 | 49 | 20 | 2 | 4 | 0 | 47 | 34 | 0 | 0 | 4 | 1 | 5 | 0 | 0 | 4 | 0 |