Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 94 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.6 KiB |
| Average record size in memory | 126.4 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 11 |
| Categorical | 2 |
Dataset
| Description | 대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 외국인범죄자의 처분결과에 관한 통계임. |
|---|---|
| Author | 대검찰청 |
| URL | https://www.data.go.kr/data/15085228/fileData.do |
구공판_구속 is highly overall correlated with 구공판_불구속 and 7 other fields | High correlation |
구공판_불구속 is highly overall correlated with 구공판_구속 and 5 other fields | High correlation |
구약식 is highly overall correlated with 구공판_구속 and 6 other fields | High correlation |
소년보호송치 is highly overall correlated with 구공판_구속 and 5 other fields | High correlation |
가정보호송치 is highly overall correlated with 아동보호송치 | High correlation |
기소유예 is highly overall correlated with 구공판_구속 and 8 other fields | High correlation |
혐의없음 is highly overall correlated with 구공판_구속 and 7 other fields | High correlation |
죄가안됨 is highly overall correlated with 아동보호송치 | High correlation |
공소권없음 is highly overall correlated with 구공판_구속 and 8 other fields | High correlation |
기소중지 is highly overall correlated with 구공판_구속 and 7 other fields | High correlation |
참고인중지 is highly overall correlated with 구공판_구속 and 4 other fields | High correlation |
성매매보호송치 is highly overall correlated with 기소유예 | High correlation |
아동보호송치 is highly overall correlated with 가정보호송치 and 2 other fields | High correlation |
성매매보호송치 is highly imbalanced (91.5%) | Imbalance |
아동보호송치 is highly imbalanced (87.3%) | Imbalance |
범죄분류 has unique values | Unique |
구공판_구속 has 46 (48.9%) zeros | Zeros |
구공판_불구속 has 35 (37.2%) zeros | Zeros |
구약식 has 18 (19.1%) zeros | Zeros |
소년보호송치 has 80 (85.1%) zeros | Zeros |
가정보호송치 has 84 (89.4%) zeros | Zeros |
기소유예 has 18 (19.1%) zeros | Zeros |
혐의없음 has 15 (16.0%) zeros | Zeros |
죄가안됨 has 82 (87.2%) zeros | Zeros |
공소권없음 has 41 (43.6%) zeros | Zeros |
기소중지 has 29 (30.9%) zeros | Zeros |
참고인중지 has 62 (66.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 18:21:14.836601 |
|---|---|
| Analysis finished | 2023-12-12 18:21:27.434147 |
| Duration | 12.6 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
범죄분류
Text
UNIQUE
| Distinct | 94 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 884.0 B |
Length
| Max length | 21 |
|---|---|
| Median length | 17.5 |
| Mean length | 6.7978723 |
| Min length | 2 |
Characters and Unicode
| Total characters | 639 |
|---|---|
| Distinct characters | 177 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 94 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 절도 |
|---|---|
| 2nd row | 장물 |
| 3rd row | 사기 |
| 4th row | 횡령 |
| 5th row | 배임 |
| Value | Count | Frequency (%) |
| 절도 | 1 | 1.1% |
| 도로교통법 | 1 | 1.1% |
| 선박직원법 | 1 | 1.1% |
| 상표법 | 1 | 1.1% |
| 산지관리법 | 1 | 1.1% |
| 산업안전보건법 | 1 | 1.1% |
| 부정경쟁방지및영업비밀보호에관한법률 | 1 | 1.1% |
| 병역법 | 1 | 1.1% |
| 물환경보전법 | 1 | 1.1% |
| 마약류관리에관한법률 | 1 | 1.1% |
| Other values (84) | 84 |
Most occurring characters
| Value | Count | Frequency (%) |
| 법 | 53 | 8.3% |
| 관 | 23 | 3.6% |
| 보 | 15 | 2.3% |
| 한 | 14 | 2.2% |
| 에 | 13 | 2.0% |
| 률 | 12 | 1.9% |
| 리 | 12 | 1.9% |
| 등 | 11 | 1.7% |
| 의 | 11 | 1.7% |
| 업 | 10 | 1.6% |
| Other values (167) | 465 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 622 | |
| Other Punctuation | 7 | 1.1% |
| Open Punctuation | 5 | 0.8% |
| Close Punctuation | 5 | 0.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 법 | 53 | 8.5% |
| 관 | 23 | 3.7% |
| 보 | 15 | 2.4% |
| 한 | 14 | 2.3% |
| 에 | 13 | 2.1% |
| 률 | 12 | 1.9% |
| 리 | 12 | 1.9% |
| 등 | 11 | 1.8% |
| 의 | 11 | 1.8% |
| 업 | 10 | 1.6% |
| Other values (163) | 448 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5 | |
| · | 2 | 28.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 622 | |
| Common | 17 | 2.7% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 법 | 53 | 8.5% |
| 관 | 23 | 3.7% |
| 보 | 15 | 2.4% |
| 한 | 14 | 2.3% |
| 에 | 13 | 2.1% |
| 률 | 12 | 1.9% |
| 리 | 12 | 1.9% |
| 등 | 11 | 1.8% |
| 의 | 11 | 1.8% |
| 업 | 10 | 1.6% |
| Other values (163) | 448 |
Common
| Value | Count | Frequency (%) |
| ( | 5 | |
| ) | 5 | |
| , | 5 | |
| · | 2 | 11.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 622 | |
| ASCII | 15 | 2.3% |
| None | 2 | 0.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 법 | 53 | 8.5% |
| 관 | 23 | 3.7% |
| 보 | 15 | 2.4% |
| 한 | 14 | 2.3% |
| 에 | 13 | 2.1% |
| 률 | 12 | 1.9% |
| 리 | 12 | 1.9% |
| 등 | 11 | 1.8% |
| 의 | 11 | 1.8% |
| 업 | 10 | 1.6% |
| Other values (163) | 448 |
ASCII
| Value | Count | Frequency (%) |
| ( | 5 | |
| ) | 5 | |
| , | 5 |
None
| Value | Count | Frequency (%) |
| · | 2 |
구공판_구속
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.691489 |
| Minimum | 0 |
|---|---|
| Maximum | 489 |
| Zeros | 46 |
| Zeros (%) | 48.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6.75 |
| 95-th percentile | 102.95 |
| Maximum | 489 |
| Range | 489 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 65.47166 |
|---|---|
| Coefficient of variation (CV) | 3.164183 |
| Kurtosis | 30.797101 |
| Mean | 20.691489 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.1241533 |
| Sum | 1945 |
| Variance | 4286.5382 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 12 | 12.8% |
| 5 | 5 | 5.3% |
| 9 | 3 | 3.2% |
| 2 | 3 | 3.2% |
| 11 | 2 | 2.1% |
| 8 | 2 | 2.1% |
| 3 | 2 | 2.1% |
| 90 | 1 | 1.1% |
| 7 | 1 | 1.1% |
| Other values (17) | 17 | 18.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 12 | 12.8% |
| 2 | 3 | 3.2% |
| 3 | 2 | 2.1% |
| 4 | 1 | 1.1% |
| 5 | 5 | 5.3% |
| 6 | 1 | 1.1% |
| 7 | 1 | 1.1% |
| 8 | 2 | 2.1% |
| 9 | 3 | 3.2% |
| Value | Count | Frequency (%) |
| 489 | 1 | |
| 278 | 1 | |
| 197 | 1 | |
| 181 | 1 | |
| 127 | 1 | |
| 90 | 1 | |
| 84 | 1 | |
| 80 | 1 | |
| 62 | 1 | |
| 52 | 1 |
구공판_불구속
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.978723 |
| Minimum | 0 |
|---|---|
| Maximum | 281 |
| Zeros | 35 |
| Zeros (%) | 37.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 9.75 |
| 95-th percentile | 108.45 |
| Maximum | 281 |
| Range | 281 |
| Interquartile range (IQR) | 9.75 |
Descriptive statistics
| Standard deviation | 49.169223 |
|---|---|
| Coefficient of variation (CV) | 2.590755 |
| Kurtosis | 16.012441 |
| Mean | 18.978723 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.8328766 |
| Sum | 1784 |
| Variance | 2417.6124 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 15 | |
| 3 | 6 | 6.4% |
| 6 | 4 | 4.3% |
| 5 | 3 | 3.2% |
| 2 | 3 | 3.2% |
| 19 | 2 | 2.1% |
| 14 | 2 | 2.1% |
| 13 | 2 | 2.1% |
| 54 | 1 | 1.1% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 15 | |
| 2 | 3 | 3.2% |
| 3 | 6 | 6.4% |
| 4 | 1 | 1.1% |
| 5 | 3 | 3.2% |
| 6 | 4 | 4.3% |
| 7 | 1 | 1.1% |
| 8 | 1 | 1.1% |
| 9 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 281 | 1 | |
| 272 | 1 | |
| 171 | 1 | |
| 131 | 1 | |
| 113 | 1 | |
| 106 | 1 | |
| 102 | 1 | |
| 88 | 1 | |
| 87 | 1 | |
| 54 | 1 |
구약식
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 46 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.21277 |
| Minimum | 0 |
|---|---|
| Maximum | 4443 |
| Zeros | 18 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 7.5 |
| Q3 | 55.75 |
| 95-th percentile | 464 |
| Maximum | 4443 |
| Range | 4443 |
| Interquartile range (IQR) | 54.75 |
Descriptive statistics
| Standard deviation | 475.47438 |
|---|---|
| Coefficient of variation (CV) | 4.3141498 |
| Kurtosis | 76.112246 |
| Mean | 110.21277 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 8.3948189 |
| Sum | 10360 |
| Variance | 226075.89 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 3 | 9 | 9.6% |
| 1 | 7 | 7.4% |
| 8 | 4 | 4.3% |
| 4 | 4 | 4.3% |
| 6 | 3 | 3.2% |
| 7 | 3 | 3.2% |
| 13 | 3 | 3.2% |
| 2 | 2 | 2.1% |
| 114 | 2 | 2.1% |
| Other values (36) | 39 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 7 | 7.4% |
| 2 | 2 | 2.1% |
| 3 | 9 | |
| 4 | 4 | 4.3% |
| 5 | 1 | 1.1% |
| 6 | 3 | 3.2% |
| 7 | 3 | 3.2% |
| 8 | 4 | 4.3% |
| 9 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 4443 | 1 | |
| 866 | 1 | |
| 693 | 1 | |
| 586 | 1 | |
| 581 | 1 | |
| 401 | 1 | |
| 301 | 1 | |
| 206 | 1 | |
| 167 | 1 | |
| 164 | 1 |
소년보호송치
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62765957 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 80 |
| Zeros (%) | 85.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3.35 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.5058385 |
|---|---|
| Coefficient of variation (CV) | 3.9923529 |
| Kurtosis | 40.887718 |
| Mean | 0.62765957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.9643811 |
| Sum | 59 |
| Variance | 6.2792267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 1 | 7 | 7.4% |
| 20 | 1 | 1.1% |
| 7 | 1 | 1.1% |
| 3 | 1 | 1.1% |
| 10 | 1 | 1.1% |
| 4 | 1 | 1.1% |
| 6 | 1 | 1.1% |
| 2 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 1 | 7 | 7.4% |
| 2 | 1 | 1.1% |
| 3 | 1 | 1.1% |
| 4 | 1 | 1.1% |
| 6 | 1 | 1.1% |
| 7 | 1 | 1.1% |
| 10 | 1 | 1.1% |
| 20 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | 1.1% |
| 10 | 1 | 1.1% |
| 7 | 1 | 1.1% |
| 6 | 1 | 1.1% |
| 4 | 1 | 1.1% |
| 3 | 1 | 1.1% |
| 2 | 1 | 1.1% |
| 1 | 7 | 7.4% |
| 0 | 80 |
가정보호송치
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2021277 |
| Minimum | 0 |
|---|---|
| Maximum | 186 |
| Zeros | 84 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 186 |
| Range | 186 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20.198254 |
|---|---|
| Coefficient of variation (CV) | 6.3077603 |
| Kurtosis | 74.257267 |
| Mean | 3.2021277 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3342965 |
| Sum | 301 |
| Variance | 407.96946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 84 | |
| 1 | 4 | 4.3% |
| 2 | 2 | 2.1% |
| 18 | 1 | 1.1% |
| 186 | 1 | 1.1% |
| 47 | 1 | 1.1% |
| 42 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 84 | |
| 1 | 4 | 4.3% |
| 2 | 2 | 2.1% |
| 18 | 1 | 1.1% |
| 42 | 1 | 1.1% |
| 47 | 1 | 1.1% |
| 186 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 186 | 1 | 1.1% |
| 47 | 1 | 1.1% |
| 42 | 1 | 1.1% |
| 18 | 1 | 1.1% |
| 2 | 2 | 2.1% |
| 1 | 4 | 4.3% |
| 0 | 84 |
성매매보호송치
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 884.0 B |
| 0 | |
|---|---|
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 93 | |
| 3 | 1 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 93 | |
| 3 | 1 | 1.1% |
아동보호송치
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 884.0 B |
| 0 | |
|---|---|
| 3 | 1 |
| 1 | 1 |
| 23 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0106383 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 3.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 91 | |
| 3 | 1 | 1.1% |
| 1 | 1 | 1.1% |
| 23 | 1 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 91 | |
| 3 | 1 | 1.1% |
| 1 | 1 | 1.1% |
| 23 | 1 | 1.1% |
기소유예
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 44 |
|---|---|
| Distinct (%) | 46.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.62766 |
| Minimum | 0 |
|---|---|
| Maximum | 1713 |
| Zeros | 18 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 61.5 |
| 95-th percentile | 634.05 |
| Maximum | 1713 |
| Range | 1713 |
| Interquartile range (IQR) | 60.5 |
Descriptive statistics
| Standard deviation | 257.63966 |
|---|---|
| Coefficient of variation (CV) | 2.5351332 |
| Kurtosis | 18.478174 |
| Mean | 101.62766 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.9609833 |
| Sum | 9553 |
| Variance | 66378.193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 12 | 12.8% |
| 3 | 7 | 7.4% |
| 2 | 6 | 6.4% |
| 5 | 4 | 4.3% |
| 4 | 3 | 3.2% |
| 10 | 2 | 2.1% |
| 15 | 2 | 2.1% |
| 6 | 2 | 2.1% |
| 7 | 2 | 2.1% |
| Other values (34) | 36 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 12 | |
| 2 | 6 | 6.4% |
| 3 | 7 | 7.4% |
| 4 | 3 | 3.2% |
| 5 | 4 | 4.3% |
| 6 | 2 | 2.1% |
| 7 | 2 | 2.1% |
| 10 | 2 | 2.1% |
| 11 | 2 | 2.1% |
| Value | Count | Frequency (%) |
| 1713 | 1 | |
| 947 | 1 | |
| 922 | 1 | |
| 828 | 1 | |
| 805 | 1 | |
| 542 | 1 | |
| 366 | 1 | |
| 360 | 1 | |
| 354 | 1 | |
| 308 | 1 |
혐의없음
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.553191 |
| Minimum | 0 |
|---|---|
| Maximum | 1099 |
| Zeros | 15 |
| Zeros (%) | 16.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 31.25 |
| 95-th percentile | 312.05 |
| Maximum | 1099 |
| Range | 1099 |
| Interquartile range (IQR) | 29.25 |
Descriptive statistics
| Standard deviation | 150.84312 |
|---|---|
| Coefficient of variation (CV) | 2.6209341 |
| Kurtosis | 26.105773 |
| Mean | 57.553191 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 4.6397111 |
| Sum | 5410 |
| Variance | 22753.648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 2 | 12 | 12.8% |
| 1 | 8 | 8.5% |
| 5 | 5 | 5.3% |
| 12 | 4 | 4.3% |
| 27 | 4 | 4.3% |
| 4 | 4 | 4.3% |
| 8 | 3 | 3.2% |
| 9 | 3 | 3.2% |
| 6 | 3 | 3.2% |
| Other values (27) | 33 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 1 | 8 | |
| 2 | 12 | |
| 3 | 2 | 2.1% |
| 4 | 4 | 4.3% |
| 5 | 5 | 5.3% |
| 6 | 3 | 3.2% |
| 8 | 3 | 3.2% |
| 9 | 3 | 3.2% |
| 11 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 1099 | 1 | |
| 547 | 1 | |
| 542 | 1 | |
| 402 | 1 | |
| 366 | 1 | |
| 283 | 1 | |
| 260 | 1 | |
| 250 | 1 | |
| 158 | 1 | |
| 141 | 1 |
죄가안됨
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57446809 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 82 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.7997287 |
|---|---|
| Coefficient of variation (CV) | 4.8736018 |
| Kurtosis | 50.193622 |
| Mean | 0.57446809 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.8684496 |
| Sum | 54 |
| Variance | 7.8384809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 5 | 5.3% |
| 2 | 3 | 3.2% |
| 3 | 2 | 2.1% |
| 23 | 1 | 1.1% |
| 14 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 5 | 5.3% |
| 2 | 3 | 3.2% |
| 3 | 2 | 2.1% |
| 14 | 1 | 1.1% |
| 23 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 23 | 1 | 1.1% |
| 14 | 1 | 1.1% |
| 3 | 2 | 2.1% |
| 2 | 3 | 3.2% |
| 1 | 5 | 5.3% |
| 0 | 82 |
공소권없음
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.829787 |
| Minimum | 0 |
|---|---|
| Maximum | 2769 |
| Zeros | 41 |
| Zeros (%) | 43.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 11.75 |
| 95-th percentile | 100.2 |
| Maximum | 2769 |
| Range | 2769 |
| Interquartile range (IQR) | 11.75 |
Descriptive statistics
| Standard deviation | 304.71766 |
|---|---|
| Coefficient of variation (CV) | 5.4579764 |
| Kurtosis | 70.271889 |
| Mean | 55.829787 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.1333252 |
| Sum | 5248 |
| Variance | 92852.852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 1 | 15 | 16.0% |
| 2 | 5 | 5.3% |
| 15 | 3 | 3.2% |
| 4 | 3 | 3.2% |
| 6 | 3 | 3.2% |
| 11 | 2 | 2.1% |
| 84 | 1 | 1.1% |
| 12 | 1 | 1.1% |
| 41 | 1 | 1.1% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 1 | 15 | 16.0% |
| 2 | 5 | 5.3% |
| 3 | 1 | 1.1% |
| 4 | 3 | 3.2% |
| 6 | 3 | 3.2% |
| 11 | 2 | 2.1% |
| 12 | 1 | 1.1% |
| 15 | 3 | 3.2% |
| 21 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 2769 | 1 | |
| 1046 | 1 | |
| 296 | 1 | |
| 146 | 1 | |
| 108 | 1 | |
| 96 | 1 | |
| 84 | 1 | |
| 80 | 1 | |
| 73 | 1 | |
| 55 | 1 |
기소중지
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 32 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.861702 |
| Minimum | 0 |
|---|---|
| Maximum | 810 |
| Zeros | 29 |
| Zeros (%) | 30.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 14 |
| 95-th percentile | 123.85 |
| Maximum | 810 |
| Range | 810 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 114.22479 |
|---|---|
| Coefficient of variation (CV) | 3.2765122 |
| Kurtosis | 32.126928 |
| Mean | 34.861702 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.4662381 |
| Sum | 3277 |
| Variance | 13047.303 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 12 | |
| 2 | 8 | 8.5% |
| 4 | 5 | 5.3% |
| 8 | 4 | 4.3% |
| 18 | 3 | 3.2% |
| 9 | 3 | 3.2% |
| 61 | 2 | 2.1% |
| 7 | 2 | 2.1% |
| 29 | 2 | 2.1% |
| Other values (22) | 24 |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 12 | |
| 2 | 8 | 8.5% |
| 3 | 1 | 1.1% |
| 4 | 5 | 5.3% |
| 5 | 2 | 2.1% |
| 6 | 1 | 1.1% |
| 7 | 2 | 2.1% |
| 8 | 4 | 4.3% |
| 9 | 3 | 3.2% |
| Value | Count | Frequency (%) |
| 810 | 1 | |
| 659 | 1 | |
| 347 | 1 | |
| 169 | 1 | |
| 131 | 1 | |
| 120 | 1 | |
| 111 | 1 | |
| 78 | 1 | |
| 76 | 1 | |
| 75 | 1 |
참고인중지
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7765957 |
| Minimum | 0 |
|---|---|
| Maximum | 56 |
| Zeros | 62 |
| Zeros (%) | 66.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 978.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6.7 |
| Maximum | 56 |
| Range | 56 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.1542087 |
|---|---|
| Coefficient of variation (CV) | 3.4640456 |
| Kurtosis | 66.215213 |
| Mean | 1.7765957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6316085 |
| Sum | 167 |
| Variance | 37.874285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 11 | 11.7% |
| 3 | 5 | 5.3% |
| 6 | 4 | 4.3% |
| 2 | 4 | 4.3% |
| 4 | 2 | 2.1% |
| 56 | 1 | 1.1% |
| 11 | 1 | 1.1% |
| 12 | 1 | 1.1% |
| 8 | 1 | 1.1% |
| Other values (2) | 2 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 11 | 11.7% |
| 2 | 4 | 4.3% |
| 3 | 5 | 5.3% |
| 4 | 2 | 2.1% |
| 5 | 1 | 1.1% |
| 6 | 4 | 4.3% |
| 8 | 1 | 1.1% |
| 9 | 1 | 1.1% |
| 11 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 56 | 1 | 1.1% |
| 12 | 1 | 1.1% |
| 11 | 1 | 1.1% |
| 9 | 1 | 1.1% |
| 8 | 1 | 1.1% |
| 6 | 4 | |
| 5 | 1 | 1.1% |
| 4 | 2 | 2.1% |
| 3 | 5 | |
| 2 | 4 |
| 범죄분류 | 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 성매매보호송치 | 아동보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 범죄분류 | 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 |
| 구공판_구속 | 1.000 | 1.000 | 0.789 | 0.552 | 0.841 | 0.555 | 0.000 | 0.000 | 0.914 | 0.819 | 0.674 | 0.000 | 0.849 | 0.885 |
| 구공판_불구속 | 1.000 | 0.789 | 1.000 | 0.849 | 0.888 | 0.826 | 0.000 | 0.492 | 0.685 | 0.873 | 0.622 | 0.492 | 0.874 | 0.740 |
| 구약식 | 1.000 | 0.552 | 0.849 | 1.000 | 0.903 | 0.745 | 0.000 | 0.315 | 0.692 | 0.891 | 0.473 | 0.472 | 0.846 | 0.335 |
| 소년보호송치 | 1.000 | 0.841 | 0.888 | 0.903 | 1.000 | 0.931 | 0.000 | 0.499 | 0.782 | 0.924 | 0.829 | 0.499 | 0.924 | 0.864 |
| 가정보호송치 | 1.000 | 0.555 | 0.826 | 0.745 | 0.931 | 1.000 | 0.000 | 0.798 | 0.664 | 0.872 | 0.798 | 0.667 | 0.361 | 0.536 |
| 성매매보호송치 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.629 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 아동보호송치 | 1.000 | 0.000 | 0.492 | 0.315 | 0.499 | 0.798 | 0.000 | 1.000 | 0.456 | 0.500 | 0.884 | 0.884 | 0.000 | 0.290 |
| 기소유예 | 1.000 | 0.914 | 0.685 | 0.692 | 0.782 | 0.664 | 0.629 | 0.456 | 1.000 | 0.730 | 0.713 | 0.543 | 0.735 | 0.688 |
| 혐의없음 | 1.000 | 0.819 | 0.873 | 0.891 | 0.924 | 0.872 | 0.000 | 0.500 | 0.730 | 1.000 | 0.709 | 0.709 | 0.966 | 0.901 |
| 죄가안됨 | 1.000 | 0.674 | 0.622 | 0.473 | 0.829 | 0.798 | 0.000 | 0.884 | 0.713 | 0.709 | 1.000 | 0.884 | 0.366 | 0.906 |
| 공소권없음 | 1.000 | 0.000 | 0.492 | 0.472 | 0.499 | 0.667 | 0.000 | 0.884 | 0.543 | 0.709 | 0.884 | 1.000 | 0.712 | 0.559 |
| 기소중지 | 1.000 | 0.849 | 0.874 | 0.846 | 0.924 | 0.361 | 0.000 | 0.000 | 0.735 | 0.966 | 0.366 | 0.712 | 1.000 | 0.848 |
| 참고인중지 | 1.000 | 0.885 | 0.740 | 0.335 | 0.864 | 0.536 | 0.000 | 0.290 | 0.688 | 0.901 | 0.906 | 0.559 | 0.848 | 1.000 |
| 아동보호송치 | 성매매보호송치 | |
|---|---|---|
| 아동보호송치 | 1.000 | 0.000 |
| 성매매보호송치 | 0.000 | 1.000 |
| 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | 성매매보호송치 | 아동보호송치 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 구공판_구속 | 1.000 | 0.817 | 0.573 | 0.540 | 0.262 | 0.638 | 0.691 | 0.420 | 0.612 | 0.691 | 0.570 | 0.000 | 0.000 |
| 구공판_불구속 | 0.817 | 1.000 | 0.567 | 0.494 | 0.301 | 0.657 | 0.711 | 0.480 | 0.648 | 0.750 | 0.477 | 0.000 | 0.334 |
| 구약식 | 0.573 | 0.567 | 1.000 | 0.558 | 0.195 | 0.841 | 0.794 | 0.442 | 0.710 | 0.705 | 0.458 | 0.000 | 0.302 |
| 소년보호송치 | 0.540 | 0.494 | 0.558 | 1.000 | 0.356 | 0.528 | 0.575 | 0.416 | 0.562 | 0.553 | 0.366 | 0.000 | 0.339 |
| 가정보호송치 | 0.262 | 0.301 | 0.195 | 0.356 | 1.000 | 0.302 | 0.267 | 0.229 | 0.258 | 0.164 | 0.119 | 0.000 | 0.855 |
| 기소유예 | 0.638 | 0.657 | 0.841 | 0.528 | 0.302 | 1.000 | 0.793 | 0.432 | 0.644 | 0.754 | 0.509 | 0.659 | 0.324 |
| 혐의없음 | 0.691 | 0.711 | 0.794 | 0.575 | 0.267 | 0.793 | 1.000 | 0.444 | 0.752 | 0.825 | 0.561 | 0.000 | 0.340 |
| 죄가안됨 | 0.420 | 0.480 | 0.442 | 0.416 | 0.229 | 0.432 | 0.444 | 1.000 | 0.373 | 0.342 | 0.313 | 0.000 | 0.558 |
| 공소권없음 | 0.612 | 0.648 | 0.710 | 0.562 | 0.258 | 0.644 | 0.752 | 0.373 | 1.000 | 0.804 | 0.519 | 0.000 | 0.558 |
| 기소중지 | 0.691 | 0.750 | 0.705 | 0.553 | 0.164 | 0.754 | 0.825 | 0.342 | 0.804 | 1.000 | 0.621 | 0.000 | 0.000 |
| 참고인중지 | 0.570 | 0.477 | 0.458 | 0.366 | 0.119 | 0.509 | 0.561 | 0.313 | 0.519 | 0.621 | 1.000 | 0.000 | 0.116 |
| 성매매보호송치 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.659 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| 아동보호송치 | 0.000 | 0.334 | 0.302 | 0.339 | 0.855 | 0.324 | 0.340 | 0.558 | 0.558 | 0.000 | 0.116 | 0.000 | 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.
| 범죄분류 | 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 성매매보호송치 | 아동보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 절도 | 197 | 113 | 401 | 20 | 0 | 0 | 0 | 1713 | 366 | 2 | 40 | 169 | 6 |
| 1 | 장물 | 5 | 1 | 8 | 0 | 0 | 0 | 0 | 13 | 12 | 0 | 0 | 6 | 0 |
| 2 | 사기 | 489 | 272 | 164 | 7 | 0 | 0 | 0 | 227 | 1099 | 1 | 73 | 810 | 56 |
| 3 | 횡령 | 3 | 15 | 114 | 0 | 0 | 0 | 0 | 308 | 141 | 0 | 15 | 68 | 11 |
| 4 | 배임 | 1 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 12 | 0 | 1 | 2 | 0 |
| 5 | 손괴 | 8 | 14 | 153 | 1 | 18 | 0 | 0 | 366 | 108 | 3 | 29 | 18 | 0 |
| 6 | 살인 | 84 | 6 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 7 | 0 |
| 7 | 강도 | 38 | 11 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 1 | 9 | 4 |
| 8 | 방화 | 11 | 3 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 |
| 9 | 성폭력 | 80 | 131 | 167 | 1 | 2 | 0 | 0 | 232 | 250 | 0 | 26 | 44 | 1 |
| 범죄분류 | 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 성매매보호송치 | 아동보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 84 | 주민등록법 | 0 | 0 | 10 | 0 | 0 | 0 | 0 | 5 | 8 | 0 | 2 | 2 | 0 |
| 85 | 청소년보호법 | 0 | 0 | 75 | 0 | 0 | 0 | 0 | 106 | 32 | 0 | 1 | 3 | 0 |
| 86 | 축산물위생관리법 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 0 |
| 87 | 출입국관리법 | 90 | 19 | 156 | 0 | 0 | 0 | 0 | 542 | 44 | 0 | 108 | 78 | 1 |
| 88 | 특가법(도주차량) | 11 | 22 | 21 | 0 | 0 | 0 | 0 | 10 | 23 | 0 | 2 | 9 | 1 |
| 89 | 폐기물관리법 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 90 | 풍속영업의규제에관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 91 | 학원의설립운영및과외교습에관한법률 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 |
| 92 | 화물자동차운수사업법 | 0 | 0 | 15 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 0 |
| 93 | 기타특별법 | 181 | 88 | 693 | 1 | 0 | 0 | 0 | 360 | 260 | 2 | 23 | 111 | 2 |