Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 187 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 23.0 KiB |
| Average record size in memory | 125.7 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 11 |
| Categorical | 2 |
Dataset
| Description | 대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 창원지방검찰청의 범죄자 처분결과에 관한 통계임. |
|---|---|
| Author | 대검찰청 |
| URL | https://www.data.go.kr/data/15084994/fileData.do |
구공판_구속 is highly overall correlated with 구공판_불구속 | High correlation |
구공판_불구속 is highly overall correlated with 구공판_구속 and 5 other fields | High correlation |
구약식 is highly overall correlated with 구공판_불구속 and 4 other fields | High correlation |
가정보호송치 is highly overall correlated with 아동보호송치 | High correlation |
기소유예 is highly overall correlated with 구공판_불구속 and 5 other fields | High correlation |
혐의없음 is highly overall correlated with 구공판_불구속 and 5 other fields | High correlation |
공소권없음 is highly overall correlated with 구공판_불구속 and 4 other fields | High correlation |
기소중지 is highly overall correlated with 구공판_불구속 and 5 other fields | High correlation |
참고인중지 is highly overall correlated with 기소유예 and 2 other fields | High correlation |
아동보호송치 is highly overall correlated with 가정보호송치 | High correlation |
성매매보호송치 is highly imbalanced (95.2%) | Imbalance |
아동보호송치 is highly imbalanced (90.1%) | Imbalance |
범죄분류 has unique values | Unique |
구공판_구속 has 92 (49.2%) zeros | Zeros |
구공판_불구속 has 46 (24.6%) zeros | Zeros |
구약식 has 33 (17.6%) zeros | Zeros |
소년보호송치 has 140 (74.9%) zeros | Zeros |
가정보호송치 has 173 (92.5%) zeros | Zeros |
기소유예 has 30 (16.0%) zeros | Zeros |
혐의없음 has 27 (14.4%) zeros | Zeros |
죄가안됨 has 163 (87.2%) zeros | Zeros |
공소권없음 has 84 (44.9%) zeros | Zeros |
기소중지 has 103 (55.1%) zeros | Zeros |
참고인중지 has 153 (81.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 21:22:02.355227 |
|---|---|
| Analysis finished | 2023-12-12 21:22:15.395405 |
| Duration | 13.04 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
범죄분류
Text
UNIQUE
| Distinct | 187 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 20 |
| Mean length | 7.4812834 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1399 |
|---|---|
| Distinct characters | 240 |
| 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 | 187 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 절도 |
|---|---|
| 2nd row | 불법사용 |
| 3rd row | 침입절도 |
| 4th row | 장물 |
| 5th row | 사기 |
| Value | Count | Frequency (%) |
| 절도 | 1 | 0.5% |
| 부동산실권리자명의등기에관한법률 | 1 | 0.5% |
| 성매매알선등행위의처벌에관한법률 | 1 | 0.5% |
| 마약류관리에관한법률(대마 | 1 | 0.5% |
| 마약류관리에관한법률(마약 | 1 | 0.5% |
| 마약류관리에관한법률(향정 | 1 | 0.5% |
| 물환경보전법 | 1 | 0.5% |
| 범죄수익은닉의규제및처벌등에관한법률 | 1 | 0.5% |
| 변호사법 | 1 | 0.5% |
| 병역법 | 1 | 0.5% |
| Other values (177) | 177 |
Most occurring characters
| Value | Count | Frequency (%) |
| 법 | 112 | 8.0% |
| 관 | 62 | 4.4% |
| 한 | 35 | 2.5% |
| 에 | 34 | 2.4% |
| 률 | 30 | 2.1% |
| 리 | 29 | 2.1% |
| 의 | 24 | 1.7% |
| 사 | 23 | 1.6% |
| 보 | 22 | 1.6% |
| 등 | 21 | 1.5% |
| Other values (230) | 1007 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1354 | |
| Other Punctuation | 17 | 1.2% |
| Close Punctuation | 14 | 1.0% |
| Open Punctuation | 14 | 1.0% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 법 | 112 | 8.3% |
| 관 | 62 | 4.6% |
| 한 | 35 | 2.6% |
| 에 | 34 | 2.5% |
| 률 | 30 | 2.2% |
| 리 | 29 | 2.1% |
| 의 | 24 | 1.8% |
| 사 | 23 | 1.7% |
| 보 | 22 | 1.6% |
| 등 | 21 | 1.6% |
| Other values (225) | 962 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 12 | |
| · | 4 | 23.5% |
| / | 1 | 5.9% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 14 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1354 | |
| Common | 45 | 3.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 법 | 112 | 8.3% |
| 관 | 62 | 4.6% |
| 한 | 35 | 2.6% |
| 에 | 34 | 2.5% |
| 률 | 30 | 2.2% |
| 리 | 29 | 2.1% |
| 의 | 24 | 1.8% |
| 사 | 23 | 1.7% |
| 보 | 22 | 1.6% |
| 등 | 21 | 1.6% |
| Other values (225) | 962 |
Common
| Value | Count | Frequency (%) |
| ) | 14 | |
| ( | 14 | |
| , | 12 | |
| · | 4 | 8.9% |
| / | 1 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1354 | |
| ASCII | 41 | 2.9% |
| None | 4 | 0.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 법 | 112 | 8.3% |
| 관 | 62 | 4.6% |
| 한 | 35 | 2.6% |
| 에 | 34 | 2.5% |
| 률 | 30 | 2.2% |
| 리 | 29 | 2.1% |
| 의 | 24 | 1.8% |
| 사 | 23 | 1.7% |
| 보 | 22 | 1.6% |
| 등 | 21 | 1.6% |
| Other values (225) | 962 |
ASCII
| Value | Count | Frequency (%) |
| ) | 14 | |
| ( | 14 | |
| , | 12 | |
| / | 1 | 2.4% |
None
| Value | Count | Frequency (%) |
| · | 4 |
구공판_구속
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.3529412 |
| Minimum | 0 |
|---|---|
| Maximum | 265 |
| Zeros | 92 |
| Zeros (%) | 49.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 38.5 |
| Maximum | 265 |
| Range | 265 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 31.496262 |
|---|---|
| Coefficient of variation (CV) | 3.3675249 |
| Kurtosis | 41.611536 |
| Mean | 9.3529412 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.1480096 |
| Sum | 1749 |
| Variance | 992.01455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0 | 92 | |
| 1 | 18 | 9.6% |
| 2 | 17 | 9.1% |
| 3 | 8 | 4.3% |
| 5 | 7 | 3.7% |
| 6 | 4 | 2.1% |
| 10 | 3 | 1.6% |
| 13 | 2 | 1.1% |
| 4 | 2 | 1.1% |
| 29 | 2 | 1.1% |
| Other values (27) | 32 | 17.1% |
| Value | Count | Frequency (%) |
| 0 | 92 | |
| 1 | 18 | 9.6% |
| 2 | 17 | 9.1% |
| 3 | 8 | 4.3% |
| 4 | 2 | 1.1% |
| 5 | 7 | 3.7% |
| 6 | 4 | 2.1% |
| 7 | 1 | 0.5% |
| 8 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 265 | 1 | |
| 219 | 1 | |
| 209 | 1 | |
| 107 | 1 | |
| 76 | 1 | |
| 53 | 1 | |
| 51 | 1 | |
| 46 | 1 | |
| 43 | 1 | |
| 40 | 1 |
구공판_불구속
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 64 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.197861 |
| Minimum | 0 |
|---|---|
| Maximum | 1679 |
| Zeros | 46 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 25 |
| 95-th percentile | 250.6 |
| Maximum | 1679 |
| Range | 1679 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 191.03656 |
|---|---|
| Coefficient of variation (CV) | 3.3993564 |
| Kurtosis | 48.744009 |
| Mean | 56.197861 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 6.5512259 |
| Sum | 10509 |
| Variance | 36494.966 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 17 | 9.1% |
| 2 | 14 | 7.5% |
| 3 | 12 | 6.4% |
| 11 | 5 | 2.7% |
| 9 | 5 | 2.7% |
| 6 | 5 | 2.7% |
| 4 | 5 | 2.7% |
| 23 | 4 | 2.1% |
| 63 | 3 | 1.6% |
| Other values (54) | 71 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 17 | 9.1% |
| 2 | 14 | 7.5% |
| 3 | 12 | 6.4% |
| 4 | 5 | 2.7% |
| 5 | 3 | 1.6% |
| 6 | 5 | 2.7% |
| 7 | 3 | 1.6% |
| 8 | 1 | 0.5% |
| 9 | 5 | 2.7% |
| Value | Count | Frequency (%) |
| 1679 | 1 | |
| 1550 | 1 | |
| 827 | 1 | |
| 557 | 1 | |
| 555 | 1 | |
| 404 | 1 | |
| 316 | 1 | |
| 305 | 1 | |
| 301 | 1 | |
| 268 | 1 |
구약식
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 92 |
|---|---|
| Distinct (%) | 49.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.01604 |
| Minimum | 0 |
|---|---|
| Maximum | 12359 |
| Zeros | 33 |
| Zeros (%) | 17.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 15 |
| Q3 | 92.5 |
| 95-th percentile | 701 |
| Maximum | 12359 |
| Range | 12359 |
| Interquartile range (IQR) | 90.5 |
Descriptive statistics
| Standard deviation | 958.62901 |
|---|---|
| Coefficient of variation (CV) | 4.8905641 |
| Kurtosis | 141.23153 |
| Mean | 196.01604 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 11.285024 |
| Sum | 36655 |
| Variance | 918969.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33 | 17.6% |
| 2 | 10 | 5.3% |
| 1 | 9 | 4.8% |
| 6 | 6 | 3.2% |
| 3 | 6 | 3.2% |
| 14 | 4 | 2.1% |
| 10 | 4 | 2.1% |
| 20 | 4 | 2.1% |
| 47 | 4 | 2.1% |
| 11 | 3 | 1.6% |
| Other values (82) | 104 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 9 | 4.8% |
| 2 | 10 | 5.3% |
| 3 | 6 | 3.2% |
| 4 | 2 | 1.1% |
| 5 | 3 | 1.6% |
| 6 | 6 | 3.2% |
| 7 | 3 | 1.6% |
| 8 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 12359 | 1 | |
| 2384 | 1 | |
| 2373 | 1 | |
| 1693 | 1 | |
| 1546 | 1 | |
| 1374 | 1 | |
| 1297 | 1 | |
| 1078 | 1 | |
| 780 | 1 | |
| 737 | 1 |
소년보호송치
Real number (ℝ)
ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4545455 |
| Minimum | 0 |
|---|---|
| Maximum | 311 |
| Zeros | 140 |
| Zeros (%) | 74.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.5 |
| 95-th percentile | 14.7 |
| Maximum | 311 |
| Range | 311 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 27.692665 |
|---|---|
| Coefficient of variation (CV) | 5.0769885 |
| Kurtosis | 85.407636 |
| Mean | 5.4545455 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.6133436 |
| Sum | 1020 |
| Variance | 766.88368 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 10 | 5.3% |
| 5 | 5 | 2.7% |
| 3 | 4 | 2.1% |
| 6 | 3 | 1.6% |
| 2 | 3 | 1.6% |
| 7 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| 10 | 2 | 1.1% |
| 76 | 2 | 1.1% |
| Other values (12) | 14 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 10 | 5.3% |
| 2 | 3 | 1.6% |
| 3 | 4 | 2.1% |
| 4 | 1 | 0.5% |
| 5 | 5 | 2.7% |
| 6 | 3 | 1.6% |
| 7 | 2 | 1.1% |
| 8 | 1 | 0.5% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 311 | 1 | |
| 153 | 1 | |
| 112 | 1 | |
| 76 | 2 | |
| 34 | 1 | |
| 22 | 1 | |
| 20 | 1 | |
| 15 | 2 | |
| 14 | 2 | |
| 12 | 1 |
가정보호송치
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8609626 |
| Minimum | 0 |
|---|---|
| Maximum | 498 |
| Zeros | 173 |
| Zeros (%) | 92.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 498 |
| Range | 498 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.724249 |
|---|---|
| Coefficient of variation (CV) | 8.3778157 |
| Kurtosis | 121.47365 |
| Mean | 4.8609626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.610285 |
| Sum | 909 |
| Variance | 1658.4644 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 173 | |
| 1 | 5 | 2.7% |
| 2 | 3 | 1.6% |
| 78 | 1 | 0.5% |
| 498 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 228 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 173 | |
| 1 | 5 | 2.7% |
| 2 | 3 | 1.6% |
| 4 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 228 | 1 | 0.5% |
| 498 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 498 | 1 | 0.5% |
| 228 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 2 | 3 | 1.6% |
| 1 | 5 | 2.7% |
| 0 | 173 |
성매매보호송치
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 0 | |
|---|---|
| 53 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0053476 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 53 | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 53 | 1 | 0.5% |
아동보호송치
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 0 | |
|---|---|
| 2 | 2 |
| 8 | 1 |
| 3 | 1 |
| 103 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.0106952 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 182 | |
| 2 | 2 | 1.1% |
| 8 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 103 | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 182 | |
| 2 | 2 | 1.1% |
| 8 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 103 | 1 | 0.5% |
기소유예
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 73 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.620321 |
| Minimum | 0 |
|---|---|
| Maximum | 2694 |
| Zeros | 30 |
| Zeros (%) | 16.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 41 |
| 95-th percentile | 373.1 |
| Maximum | 2694 |
| Range | 2694 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 301.89484 |
|---|---|
| Coefficient of variation (CV) | 3.2950642 |
| Kurtosis | 43.785574 |
| Mean | 91.620321 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 6.2005388 |
| Sum | 17133 |
| Variance | 91140.495 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 30 | 16.0% |
| 2 | 15 | 8.0% |
| 1 | 13 | 7.0% |
| 3 | 12 | 6.4% |
| 8 | 8 | 4.3% |
| 6 | 6 | 3.2% |
| 4 | 5 | 2.7% |
| 5 | 5 | 2.7% |
| 15 | 5 | 2.7% |
| 32 | 4 | 2.1% |
| Other values (63) | 84 |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 13 | |
| 2 | 15 | |
| 3 | 12 | 6.4% |
| 4 | 5 | 2.7% |
| 5 | 5 | 2.7% |
| 6 | 6 | 3.2% |
| 7 | 1 | 0.5% |
| 8 | 8 | 4.3% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 2694 | 1 | |
| 2061 | 1 | |
| 1792 | 1 | |
| 816 | 1 | |
| 784 | 1 | |
| 684 | 1 | |
| 636 | 1 | |
| 518 | 1 | |
| 469 | 1 | |
| 386 | 1 |
혐의없음
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 82 |
|---|---|
| Distinct (%) | 43.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.566845 |
| Minimum | 0 |
|---|---|
| Maximum | 5316 |
| Zeros | 27 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 13 |
| Q3 | 45 |
| 95-th percentile | 382.7 |
| Maximum | 5316 |
| Range | 5316 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 404.96234 |
|---|---|
| Coefficient of variation (CV) | 4.572392 |
| Kurtosis | 151.23939 |
| Mean | 88.566845 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 11.771919 |
| Sum | 16562 |
| Variance | 163994.49 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 27 | 14.4% |
| 3 | 9 | 4.8% |
| 6 | 9 | 4.8% |
| 1 | 9 | 4.8% |
| 4 | 8 | 4.3% |
| 2 | 8 | 4.3% |
| 5 | 7 | 3.7% |
| 13 | 4 | 2.1% |
| 7 | 4 | 2.1% |
| 15 | 4 | 2.1% |
| Other values (72) | 98 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 9 | 4.8% |
| 2 | 8 | 4.3% |
| 3 | 9 | 4.8% |
| 4 | 8 | 4.3% |
| 5 | 7 | 3.7% |
| 6 | 9 | 4.8% |
| 7 | 4 | 2.1% |
| 8 | 4 | 2.1% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 5316 | 1 | |
| 762 | 1 | |
| 742 | 1 | |
| 590 | 1 | |
| 485 | 1 | |
| 479 | 1 | |
| 474 | 1 | |
| 456 | 1 | |
| 435 | 1 | |
| 383 | 1 |
죄가안됨
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64705882 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 163 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.7 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.5655957 |
|---|---|
| Coefficient of variation (CV) | 5.510466 |
| Kurtosis | 53.608889 |
| Mean | 0.64705882 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.2683209 |
| Sum | 121 |
| Variance | 12.713472 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 1 | 14 | 7.5% |
| 2 | 4 | 2.1% |
| 29 | 2 | 1.1% |
| 3 | 1 | 0.5% |
| 25 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 1 | 14 | 7.5% |
| 2 | 4 | 2.1% |
| 3 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 25 | 1 | 0.5% |
| 29 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 29 | 2 | 1.1% |
| 25 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 2 | 4 | 2.1% |
| 1 | 14 | 7.5% |
| 0 | 163 |
공소권없음
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 35 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.524064 |
| Minimum | 0 |
|---|---|
| Maximum | 6339 |
| Zeros | 84 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 121.7 |
| Maximum | 6339 |
| Range | 6339 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 637.26309 |
|---|---|
| Coefficient of variation (CV) | 7.2810043 |
| Kurtosis | 87.486444 |
| Mean | 87.524064 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.3204667 |
| Sum | 16367 |
| Variance | 406104.24 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 0 | 84 | |
| 1 | 31 | 16.6% |
| 3 | 10 | 5.3% |
| 2 | 9 | 4.8% |
| 4 | 9 | 4.8% |
| 7 | 4 | 2.1% |
| 17 | 3 | 1.6% |
| 9 | 3 | 1.6% |
| 5 | 3 | 1.6% |
| 8 | 2 | 1.1% |
| Other values (25) | 29 | 15.5% |
| Value | Count | Frequency (%) |
| 0 | 84 | |
| 1 | 31 | 16.6% |
| 2 | 9 | 4.8% |
| 3 | 10 | 5.3% |
| 4 | 9 | 4.8% |
| 5 | 3 | 1.6% |
| 6 | 2 | 1.1% |
| 7 | 4 | 2.1% |
| 8 | 2 | 1.1% |
| 9 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 6339 | 1 | |
| 5925 | 1 | |
| 913 | 1 | |
| 521 | 1 | |
| 458 | 1 | |
| 326 | 1 | |
| 308 | 1 | |
| 221 | 1 | |
| 214 | 1 | |
| 128 | 1 |
기소중지
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.010695 |
| Minimum | 0 |
|---|---|
| Maximum | 1253 |
| Zeros | 103 |
| Zeros (%) | 55.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 56 |
| Maximum | 1253 |
| Range | 1253 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 99.32709 |
|---|---|
| Coefficient of variation (CV) | 5.5148949 |
| Kurtosis | 131.16011 |
| Mean | 18.010695 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.87955 |
| Sum | 3368 |
| Variance | 9865.8709 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 1 | 20 | 10.7% |
| 2 | 7 | 3.7% |
| 5 | 5 | 2.7% |
| 4 | 4 | 2.1% |
| 6 | 4 | 2.1% |
| 12 | 3 | 1.6% |
| 7 | 3 | 1.6% |
| 3 | 3 | 1.6% |
| 56 | 2 | 1.1% |
| Other values (27) | 33 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 1 | 20 | 10.7% |
| 2 | 7 | 3.7% |
| 3 | 3 | 1.6% |
| 4 | 4 | 2.1% |
| 5 | 5 | 2.7% |
| 6 | 4 | 2.1% |
| 7 | 3 | 1.6% |
| 8 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1253 | 1 | |
| 393 | 1 | |
| 298 | 1 | |
| 155 | 1 | |
| 109 | 1 | |
| 97 | 1 | |
| 67 | 1 | |
| 63 | 1 | |
| 57 | 1 | |
| 56 | 2 |
참고인중지
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1925134 |
| Minimum | 0 |
|---|---|
| Maximum | 123 |
| Zeros | 153 |
| Zeros (%) | 81.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 123 |
| Range | 123 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.1048461 |
|---|---|
| Coefficient of variation (CV) | 7.6350055 |
| Kurtosis | 174.84009 |
| Mean | 1.1925134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.030596 |
| Sum | 223 |
| Variance | 82.898223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 153 | |
| 1 | 13 | 7.0% |
| 3 | 7 | 3.7% |
| 2 | 6 | 3.2% |
| 10 | 2 | 1.1% |
| 5 | 2 | 1.1% |
| 123 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 153 | |
| 1 | 13 | 7.0% |
| 2 | 6 | 3.2% |
| 3 | 7 | 3.7% |
| 5 | 2 | 1.1% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 10 | 2 | 1.1% |
| 11 | 1 | 0.5% |
| 123 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 123 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 10 | 2 | 1.1% |
| 7 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 5 | 2 | 1.1% |
| 3 | 7 | 3.7% |
| 2 | 6 | 3.2% |
| 1 | 13 | 7.0% |
| 0 | 153 |
| 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 성매매보호송치 | 아동보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 구공판_구속 | 1.000 | 0.875 | 0.548 | 0.884 | 0.692 | 0.259 | 0.268 | 0.965 | 0.838 | 0.451 | 0.000 | 0.634 | 1.000 |
| 구공판_불구속 | 0.875 | 1.000 | 0.948 | 0.984 | 0.768 | 0.000 | 0.269 | 0.878 | 0.915 | 0.511 | 0.793 | 0.510 | 0.882 |
| 구약식 | 0.548 | 0.948 | 1.000 | 0.905 | 0.396 | 0.000 | 0.312 | 0.690 | 0.594 | 0.387 | 0.818 | 0.449 | 0.240 |
| 소년보호송치 | 0.884 | 0.984 | 0.905 | 1.000 | 0.837 | 0.000 | 0.440 | 0.932 | 0.976 | 0.618 | 0.885 | 0.619 | 1.000 |
| 가정보호송치 | 0.692 | 0.768 | 0.396 | 0.837 | 1.000 | 0.000 | 0.752 | 0.891 | 0.000 | 0.797 | 0.488 | 0.000 | 0.000 |
| 성매매보호송치 | 0.259 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.342 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 아동보호송치 | 0.268 | 0.269 | 0.312 | 0.440 | 0.752 | 0.000 | 1.000 | 0.653 | 0.000 | 0.848 | 0.541 | 0.000 | 0.000 |
| 기소유예 | 0.965 | 0.878 | 0.690 | 0.932 | 0.891 | 0.342 | 0.653 | 1.000 | 0.860 | 0.809 | 0.619 | 0.634 | 1.000 |
| 혐의없음 | 0.838 | 0.915 | 0.594 | 0.976 | 0.000 | 0.000 | 0.000 | 0.860 | 1.000 | 0.000 | 0.000 | 0.712 | 1.000 |
| 죄가안됨 | 0.451 | 0.511 | 0.387 | 0.618 | 0.797 | 0.000 | 0.848 | 0.809 | 0.000 | 1.000 | 0.541 | 0.000 | 0.000 |
| 공소권없음 | 0.000 | 0.793 | 0.818 | 0.885 | 0.488 | 0.000 | 0.541 | 0.619 | 0.000 | 0.541 | 1.000 | 0.712 | 0.000 |
| 기소중지 | 0.634 | 0.510 | 0.449 | 0.619 | 0.000 | 0.000 | 0.000 | 0.634 | 0.712 | 0.000 | 0.712 | 1.000 | 1.000 |
| 참고인중지 | 1.000 | 0.882 | 0.240 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 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 | 0.680 | 0.187 | 0.445 | 0.334 | 0.230 | 0.292 | 0.377 | 0.386 | 0.400 | 0.297 | 0.251 | 0.000 |
| 구공판_불구속 | 0.680 | 1.000 | 0.577 | 0.489 | 0.320 | 0.585 | 0.651 | 0.393 | 0.588 | 0.627 | 0.449 | 0.000 | 0.184 |
| 구약식 | 0.187 | 0.577 | 1.000 | 0.366 | 0.224 | 0.811 | 0.731 | 0.378 | 0.583 | 0.593 | 0.425 | 0.000 | 0.246 |
| 소년보호송치 | 0.445 | 0.489 | 0.366 | 1.000 | 0.406 | 0.462 | 0.414 | 0.333 | 0.415 | 0.454 | 0.339 | 0.000 | 0.316 |
| 가정보호송치 | 0.334 | 0.320 | 0.224 | 0.406 | 1.000 | 0.309 | 0.306 | 0.458 | 0.345 | 0.274 | 0.174 | 0.000 | 0.697 |
| 기소유예 | 0.230 | 0.585 | 0.811 | 0.462 | 0.309 | 1.000 | 0.726 | 0.383 | 0.587 | 0.615 | 0.512 | 0.361 | 0.492 |
| 혐의없음 | 0.292 | 0.651 | 0.731 | 0.414 | 0.306 | 0.726 | 1.000 | 0.446 | 0.629 | 0.695 | 0.539 | 0.000 | 0.000 |
| 죄가안됨 | 0.377 | 0.393 | 0.378 | 0.333 | 0.458 | 0.383 | 0.446 | 1.000 | 0.382 | 0.423 | 0.335 | 0.000 | 0.483 |
| 공소권없음 | 0.386 | 0.588 | 0.583 | 0.415 | 0.345 | 0.587 | 0.629 | 0.382 | 1.000 | 0.641 | 0.410 | 0.000 | 0.479 |
| 기소중지 | 0.400 | 0.627 | 0.593 | 0.454 | 0.274 | 0.615 | 0.695 | 0.423 | 0.641 | 1.000 | 0.565 | 0.000 | 0.000 |
| 참고인중지 | 0.297 | 0.449 | 0.425 | 0.339 | 0.174 | 0.512 | 0.539 | 0.335 | 0.410 | 0.565 | 1.000 | 0.000 | 0.000 |
| 성매매보호송치 | 0.251 | 0.000 | 0.000 | 0.000 | 0.000 | 0.361 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| 아동보호송치 | 0.000 | 0.184 | 0.246 | 0.316 | 0.697 | 0.492 | 0.000 | 0.483 | 0.479 | 0.000 | 0.000 | 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 | 219 | 404 | 780 | 311 | 1 | 0 | 0 | 2061 | 590 | 2 | 60 | 67 | 2 |
| 1 | 불법사용 | 0 | 3 | 6 | 14 | 0 | 0 | 0 | 15 | 0 | 0 | 0 | 1 | 0 |
| 2 | 침입절도 | 46 | 100 | 5 | 6 | 0 | 0 | 0 | 44 | 8 | 0 | 9 | 1 | 0 |
| 3 | 장물 | 0 | 4 | 14 | 1 | 0 | 0 | 0 | 16 | 24 | 0 | 0 | 0 | 1 |
| 4 | 사기 | 265 | 1679 | 1546 | 112 | 0 | 0 | 0 | 2694 | 5316 | 1 | 214 | 1253 | 123 |
| 5 | 컴퓨터등사용사기 | 3 | 22 | 19 | 2 | 0 | 0 | 0 | 182 | 39 | 0 | 4 | 22 | 2 |
| 6 | 부당이득 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 |
| 7 | 편의시설부정이용 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 13 | 93 | 0 | 7 | 5 | 0 |
| 8 | 전기통신금융사기피해금환급에관한특별법 | 0 | 11 | 12 | 0 | 0 | 0 | 0 | 269 | 41 | 0 | 3 | 57 | 0 |
| 9 | 보험사기방지특별법 | 1 | 4 | 10 | 0 | 0 | 0 | 0 | 8 | 6 | 0 | 0 | 5 | 0 |
| 범죄분류 | 구공판_구속 | 구공판_불구속 | 구약식 | 소년보호송치 | 가정보호송치 | 성매매보호송치 | 아동보호송치 | 기소유예 | 혐의없음 | 죄가안됨 | 공소권없음 | 기소중지 | 참고인중지 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 특가법(도주차량) | 15 | 80 | 47 | 5 | 0 | 0 | 0 | 8 | 70 | 1 | 9 | 1 | 0 |
| 178 | 특허법 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 |
| 179 | 폐기물관리법 | 0 | 15 | 147 | 0 | 0 | 0 | 0 | 40 | 17 | 0 | 1 | 1 | 2 |
| 180 | 풍속영업의규제에관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 1 | 0 | 0 |
| 181 | 하천법 | 0 | 0 | 20 | 0 | 0 | 0 | 0 | 5 | 8 | 0 | 0 | 0 | 0 |
| 182 | 학원의설립운영및과외교습에관한법률 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 33 | 3 | 0 | 0 | 0 | 0 |
| 183 | 화물자동차운수사업법 | 0 | 0 | 54 | 0 | 0 | 0 | 0 | 19 | 14 | 0 | 1 | 1 | 0 |
| 184 | 화재예방,소방시설설치유지및안전관리에관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 185 | 화학물질관리법 | 0 | 6 | 87 | 9 | 0 | 0 | 0 | 41 | 4 | 0 | 0 | 0 | 0 |
| 186 | 기타특별법 | 53 | 316 | 1078 | 3 | 2 | 0 | 2 | 469 | 479 | 2 | 57 | 28 | 0 |