Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 180 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 20.5 KiB |
| Average record size in memory | 116.7 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 11 |
| Categorical | 1 |
Dataset
| Description | 대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 서울북부지방검찰청이 관할하는 범죄 발생 검거상황과 관련된 통계임. |
|---|---|
| Author | 대검찰청 |
| URL | https://www.data.go.kr/data/15084757/fileData.do |
직수_인지_발생건수(건) is highly overall correlated with 직수_인지_검거건수(건) and 8 other fields | High correlation |
직수_인지_검거건수(건) is highly overall correlated with 직수_인지_발생건수(건) and 8 other fields | High correlation |
직수_인지_남자검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 8 other fields | High correlation |
직수_인지_여자검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 8 other fields | High correlation |
직수_인지_미상검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 4 other fields | High correlation |
지휘관할_발생건수(건) is highly overall correlated with 직수_인지_발생건수(건) and 7 other fields | High correlation |
지휘관할_검거건수(건) is highly overall correlated with 직수_인지_발생건수(건) and 7 other fields | High correlation |
지휘관할_남자검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 7 other fields | High correlation |
지휘관할_여자검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 7 other fields | High correlation |
지휘관할_미상검거인원(명) is highly overall correlated with 직수_인지_발생건수(건) and 8 other fields | High correlation |
지휘관할_법인(개) is highly overall correlated with 직수_인지_법인(개) | High correlation |
직수_인지_법인(개) is highly overall correlated with 지휘관할_법인(개) | High correlation |
직수_인지_법인(개) is highly imbalanced (77.7%) | Imbalance |
범죄분류 has unique values | Unique |
직수_인지_발생건수(건) has 94 (52.2%) zeros | Zeros |
직수_인지_검거건수(건) has 101 (56.1%) zeros | Zeros |
직수_인지_남자검거인원(명) has 101 (56.1%) zeros | Zeros |
직수_인지_여자검거인원(명) has 140 (77.8%) zeros | Zeros |
직수_인지_미상검거인원(명) has 154 (85.6%) zeros | Zeros |
지휘관할_검거건수(건) has 3 (1.7%) zeros | Zeros |
지휘관할_남자검거인원(명) has 5 (2.8%) zeros | Zeros |
지휘관할_여자검거인원(명) has 34 (18.9%) zeros | Zeros |
지휘관할_미상검거인원(명) has 121 (67.2%) zeros | Zeros |
지휘관할_법인(개) has 136 (75.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 23:04:17.186399 |
|---|---|
| Analysis finished | 2023-12-12 23:04:29.105830 |
| Duration | 11.92 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
범죄분류
Text
UNIQUE
| Distinct | 180 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 23 |
| Mean length | 8.0222222 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1444 |
|---|---|
| Distinct characters | 234 |
| Distinct categories | 5 ? |
| 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 | 180 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 절도 |
|---|---|
| 2nd row | 불법사용 |
| 3rd row | 침입절도 |
| 4th row | 장물 |
| 5th row | 사기 |
| Value | Count | Frequency (%) |
| 관한법률 | 23 | 8.2% |
| 및 | 16 | 5.7% |
| 관리에 | 4 | 1.4% |
| 마약류관리에 | 3 | 1.1% |
| 안전관리에 | 2 | 0.7% |
| 처벌등에 | 2 | 0.7% |
| 보호에 | 2 | 0.7% |
| 성보호에 | 2 | 0.7% |
| 아동·청소년의 | 2 | 0.7% |
| 규제 | 2 | 0.7% |
| Other values (221) | 222 |
Most occurring characters
| Value | Count | Frequency (%) |
| 법 | 103 | 7.1% |
| 100 | 6.9% | |
| 관 | 54 | 3.7% |
| 한 | 33 | 2.3% |
| 에 | 32 | 2.2% |
| 률 | 28 | 1.9% |
| 보 | 25 | 1.7% |
| 의 | 24 | 1.7% |
| 등 | 24 | 1.7% |
| 리 | 24 | 1.7% |
| Other values (224) | 997 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1296 | |
| Space Separator | 100 | 6.9% |
| Other Punctuation | 18 | 1.2% |
| Open Punctuation | 15 | 1.0% |
| Close Punctuation | 15 | 1.0% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 법 | 103 | 7.9% |
| 관 | 54 | 4.2% |
| 한 | 33 | 2.5% |
| 에 | 32 | 2.5% |
| 률 | 28 | 2.2% |
| 보 | 25 | 1.9% |
| 의 | 24 | 1.9% |
| 등 | 24 | 1.9% |
| 리 | 24 | 1.9% |
| 사 | 23 | 1.8% |
| Other values (218) | 926 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 10 | |
| · | 7 | |
| / | 1 | 5.6% |
Space Separator
| Value | Count | Frequency (%) |
| 100 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 15 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1296 | |
| Common | 148 | 10.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 법 | 103 | 7.9% |
| 관 | 54 | 4.2% |
| 한 | 33 | 2.5% |
| 에 | 32 | 2.5% |
| 률 | 28 | 2.2% |
| 보 | 25 | 1.9% |
| 의 | 24 | 1.9% |
| 등 | 24 | 1.9% |
| 리 | 24 | 1.9% |
| 사 | 23 | 1.8% |
| Other values (218) | 926 |
Common
| Value | Count | Frequency (%) |
| 100 | ||
| ( | 15 | 10.1% |
| ) | 15 | 10.1% |
| , | 10 | 6.8% |
| · | 7 | 4.7% |
| / | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1296 | |
| ASCII | 141 | 9.8% |
| None | 7 | 0.5% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 법 | 103 | 7.9% |
| 관 | 54 | 4.2% |
| 한 | 33 | 2.5% |
| 에 | 32 | 2.5% |
| 률 | 28 | 2.2% |
| 보 | 25 | 1.9% |
| 의 | 24 | 1.9% |
| 등 | 24 | 1.9% |
| 리 | 24 | 1.9% |
| 사 | 23 | 1.8% |
| Other values (218) | 926 |
ASCII
| Value | Count | Frequency (%) |
| 100 | ||
| ( | 15 | 10.6% |
| ) | 15 | 10.6% |
| , | 10 | 7.1% |
| / | 1 | 0.7% |
None
| Value | Count | Frequency (%) |
| · | 7 |
직수_인지_발생건수(건)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9888889 |
| Minimum | 0 |
|---|---|
| Maximum | 341 |
| Zeros | 94 |
| Zeros (%) | 52.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.25 |
| 95-th percentile | 24.25 |
| Maximum | 341 |
| Range | 341 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 29.437177 |
|---|---|
| Coefficient of variation (CV) | 4.2119966 |
| Kurtosis | 96.119532 |
| Mean | 6.9888889 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.0747008 |
| Sum | 1258 |
| Variance | 866.54736 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 1 | 25 | 13.9% |
| 3 | 8 | 4.4% |
| 2 | 8 | 4.4% |
| 5 | 6 | 3.3% |
| 4 | 5 | 2.8% |
| 6 | 4 | 2.2% |
| 14 | 4 | 2.2% |
| 8 | 3 | 1.7% |
| 10 | 3 | 1.7% |
| Other values (15) | 20 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 1 | 25 | 13.9% |
| 2 | 8 | 4.4% |
| 3 | 8 | 4.4% |
| 4 | 5 | 2.8% |
| 5 | 6 | 3.3% |
| 6 | 4 | 2.2% |
| 7 | 3 | 1.7% |
| 8 | 3 | 1.7% |
| 10 | 3 | 1.7% |
| Value | Count | Frequency (%) |
| 341 | 1 | |
| 146 | 1 | |
| 88 | 1 | |
| 67 | 1 | |
| 62 | 1 | |
| 47 | 1 | |
| 41 | 1 | |
| 36 | 1 | |
| 29 | 1 | |
| 24 | 1 |
직수_인지_검거건수(건)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5388889 |
| Minimum | 0 |
|---|---|
| Maximum | 252 |
| Zeros | 101 |
| Zeros (%) | 56.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 16.05 |
| Maximum | 252 |
| Range | 252 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 22.706375 |
|---|---|
| Coefficient of variation (CV) | 4.0994459 |
| Kurtosis | 82.969559 |
| Mean | 5.5388889 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4172844 |
| Sum | 997 |
| Variance | 515.57948 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 1 | 23 | 12.8% |
| 2 | 12 | 6.7% |
| 4 | 10 | 5.6% |
| 11 | 4 | 2.2% |
| 6 | 3 | 1.7% |
| 3 | 3 | 1.7% |
| 8 | 3 | 1.7% |
| 5 | 2 | 1.1% |
| 10 | 2 | 1.1% |
| Other values (14) | 17 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 1 | 23 | 12.8% |
| 2 | 12 | 6.7% |
| 3 | 3 | 1.7% |
| 4 | 10 | 5.6% |
| 5 | 2 | 1.1% |
| 6 | 3 | 1.7% |
| 7 | 2 | 1.1% |
| 8 | 3 | 1.7% |
| 10 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 252 | 1 | |
| 130 | 1 | |
| 64 | 1 | |
| 59 | 1 | |
| 54 | 1 | |
| 41 | 1 | |
| 35 | 1 | |
| 33 | 1 | |
| 17 | 1 | |
| 16 | 1 |
직수_인지_남자검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9166667 |
| Minimum | 0 |
|---|---|
| Maximum | 325 |
| Zeros | 101 |
| Zeros (%) | 56.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 20.2 |
| Maximum | 325 |
| Range | 325 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 26.444392 |
|---|---|
| Coefficient of variation (CV) | 4.4694747 |
| Kurtosis | 120.40419 |
| Mean | 5.9166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.278446 |
| Sum | 1065 |
| Variance | 699.30587 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 1 | 19 | 10.6% |
| 2 | 13 | 7.2% |
| 3 | 8 | 4.4% |
| 6 | 5 | 2.8% |
| 7 | 3 | 1.7% |
| 5 | 3 | 1.7% |
| 11 | 3 | 1.7% |
| 12 | 3 | 1.7% |
| 4 | 2 | 1.1% |
| Other values (18) | 20 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 1 | 19 | 10.6% |
| 2 | 13 | 7.2% |
| 3 | 8 | 4.4% |
| 4 | 2 | 1.1% |
| 5 | 3 | 1.7% |
| 6 | 5 | 2.8% |
| 7 | 3 | 1.7% |
| 8 | 1 | 0.6% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 325 | 1 | |
| 88 | 1 | |
| 81 | 1 | |
| 46 | 1 | |
| 44 | 1 | |
| 40 | 1 | |
| 35 | 1 | |
| 25 | 1 | |
| 24 | 1 | |
| 20 | 1 |
직수_인지_여자검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5055556 |
| Minimum | 0 |
|---|---|
| Maximum | 105 |
| Zeros | 140 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.1 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.4546092 |
|---|---|
| Coefficient of variation (CV) | 5.6156076 |
| Kurtosis | 127.50555 |
| Mean | 1.5055556 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.681964 |
| Sum | 271 |
| Variance | 71.480416 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 19 | 10.6% |
| 2 | 6 | 3.3% |
| 4 | 4 | 2.2% |
| 6 | 2 | 1.1% |
| 3 | 2 | 1.1% |
| 105 | 1 | 0.6% |
| 24 | 1 | 0.6% |
| 16 | 1 | 0.6% |
| 18 | 1 | 0.6% |
| Other values (3) | 3 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 19 | 10.6% |
| 2 | 6 | 3.3% |
| 3 | 2 | 1.1% |
| 4 | 4 | 2.2% |
| 6 | 2 | 1.1% |
| 7 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 16 | 1 | 0.6% |
| 18 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 105 | 1 | 0.6% |
| 26 | 1 | 0.6% |
| 24 | 1 | 0.6% |
| 18 | 1 | 0.6% |
| 16 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 2 | |
| 4 | 4 | |
| 3 | 2 |
직수_인지_미상검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97222222 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 154 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.1831598 |
|---|---|
| Coefficient of variation (CV) | 5.3312501 |
| Kurtosis | 65.774296 |
| Mean | 0.97222222 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.7930287 |
| Sum | 175 |
| Variance | 26.865146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 10 | 5.6% |
| 3 | 5 | 2.8% |
| 2 | 4 | 2.2% |
| 5 | 2 | 1.1% |
| 29 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 34 | 1 | 0.6% |
| 52 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 10 | 5.6% |
| 2 | 4 | 2.2% |
| 3 | 5 | 2.8% |
| 5 | 2 | 1.1% |
| 6 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 29 | 1 | 0.6% |
| 34 | 1 | 0.6% |
| 52 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.6% |
| 34 | 1 | 0.6% |
| 29 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 5 | 2 | 1.1% |
| 3 | 5 | 2.8% |
| 2 | 4 | 2.2% |
| 1 | 10 | 5.6% |
| 0 | 154 |
직수_인지_법인(개)
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| 2 | 3 |
| 3 | 2 |
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 | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 1 | 7 | 3.9% |
| 2 | 3 | 1.7% |
| 3 | 2 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 1 | 7 | 3.9% |
| 2 | 3 | 1.7% |
| 3 | 2 | 1.1% |
지휘관할_발생건수(건)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 102 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 351.97778 |
| Minimum | 0 |
|---|---|
| Maximum | 8325 |
| Zeros | 1 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 23 |
| Q3 | 149.25 |
| 95-th percentile | 1225 |
| Maximum | 8325 |
| Range | 8325 |
| Interquartile range (IQR) | 143.25 |
Descriptive statistics
| Standard deviation | 1213.1086 |
|---|---|
| Coefficient of variation (CV) | 3.4465488 |
| Kurtosis | 31.242384 |
| Mean | 351.97778 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 5.4858228 |
| Sum | 63356 |
| Variance | 1471632.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 17 | 9.4% |
| 2 | 10 | 5.6% |
| 4 | 9 | 5.0% |
| 12 | 6 | 3.3% |
| 8 | 6 | 3.3% |
| 5 | 5 | 2.8% |
| 6 | 5 | 2.8% |
| 9 | 4 | 2.2% |
| 15 | 4 | 2.2% |
| 29 | 3 | 1.7% |
| Other values (92) | 111 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.6% |
| 1 | 17 | |
| 2 | 10 | |
| 3 | 2 | 1.1% |
| 4 | 9 | |
| 5 | 5 | 2.8% |
| 6 | 5 | 2.8% |
| 7 | 1 | 0.6% |
| 8 | 6 | 3.3% |
| 9 | 4 | 2.2% |
| Value | Count | Frequency (%) |
| 8325 | 1 | |
| 8254 | 1 | |
| 7389 | 1 | |
| 7290 | 1 | |
| 3533 | 1 | |
| 2503 | 1 | |
| 2346 | 1 | |
| 1588 | 1 | |
| 1320 | 1 | |
| 1220 | 1 |
지휘관할_검거건수(건)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 100 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300.34444 |
| Minimum | 0 |
|---|---|
| Maximum | 7940 |
| Zeros | 3 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 20 |
| Q3 | 127 |
| 95-th percentile | 1204.65 |
| Maximum | 7940 |
| Range | 7940 |
| Interquartile range (IQR) | 122 |
Descriptive statistics
| Standard deviation | 1036.379 |
|---|---|
| Coefficient of variation (CV) | 3.4506348 |
| Kurtosis | 35.023602 |
| Mean | 300.34444 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 5.723126 |
| Sum | 54062 |
| Variance | 1074081.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 19 | 10.6% |
| 2 | 10 | 5.6% |
| 7 | 8 | 4.4% |
| 4 | 7 | 3.9% |
| 3 | 5 | 2.8% |
| 9 | 4 | 2.2% |
| 18 | 4 | 2.2% |
| 12 | 4 | 2.2% |
| 10 | 4 | 2.2% |
| 21 | 3 | 1.7% |
| Other values (90) | 112 |
| Value | Count | Frequency (%) |
| 0 | 3 | 1.7% |
| 1 | 19 | |
| 2 | 10 | |
| 3 | 5 | 2.8% |
| 4 | 7 | 3.9% |
| 5 | 3 | 1.7% |
| 6 | 2 | 1.1% |
| 7 | 8 | |
| 8 | 3 | 1.7% |
| 9 | 4 | 2.2% |
| Value | Count | Frequency (%) |
| 7940 | 1 | |
| 7155 | 1 | |
| 6633 | 1 | |
| 4149 | 1 | |
| 3814 | 1 | |
| 1507 | 1 | |
| 1438 | 1 | |
| 1332 | 1 | |
| 1274 | 1 | |
| 1201 | 1 |
지휘관할_남자검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 104 |
|---|---|
| Distinct (%) | 57.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 297.38889 |
| Minimum | 0 |
|---|---|
| Maximum | 9536 |
| Zeros | 5 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 27 |
| Q3 | 144.5 |
| 95-th percentile | 1225.15 |
| Maximum | 9536 |
| Range | 9536 |
| Interquartile range (IQR) | 139.5 |
Descriptive statistics
| Standard deviation | 1032.9618 |
|---|---|
| Coefficient of variation (CV) | 3.4734377 |
| Kurtosis | 46.614857 |
| Mean | 297.38889 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 6.3914824 |
| Sum | 53530 |
| Variance | 1067010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 18 | 10.0% |
| 2 | 8 | 4.4% |
| 4 | 7 | 3.9% |
| 3 | 6 | 3.3% |
| 0 | 5 | 2.8% |
| 7 | 4 | 2.2% |
| 12 | 4 | 2.2% |
| 6 | 4 | 2.2% |
| 17 | 4 | 2.2% |
| 22 | 3 | 1.7% |
| Other values (94) | 117 |
| Value | Count | Frequency (%) |
| 0 | 5 | 2.8% |
| 1 | 18 | |
| 2 | 8 | |
| 3 | 6 | 3.3% |
| 4 | 7 | 3.9% |
| 5 | 3 | 1.7% |
| 6 | 4 | 2.2% |
| 7 | 4 | 2.2% |
| 8 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 9536 | 1 | |
| 6244 | 1 | |
| 6032 | 1 | |
| 3493 | 1 | |
| 3033 | 1 | |
| 1687 | 1 | |
| 1408 | 1 | |
| 1325 | 1 | |
| 1285 | 1 | |
| 1222 | 1 |
지휘관할_여자검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 67 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.85 |
| Minimum | 0 |
|---|---|
| Maximum | 1957 |
| Zeros | 34 |
| Zeros (%) | 18.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 31.25 |
| 95-th percentile | 301.25 |
| Maximum | 1957 |
| Range | 1957 |
| Interquartile range (IQR) | 30.25 |
Descriptive statistics
| Standard deviation | 242.83492 |
|---|---|
| Coefficient of variation (CV) | 3.3797484 |
| Kurtosis | 36.623039 |
| Mean | 71.85 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 5.7816737 |
| Sum | 12933 |
| Variance | 58968.799 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 21 | 11.7% |
| 2 | 19 | 10.6% |
| 3 | 13 | 7.2% |
| 10 | 5 | 2.8% |
| 5 | 4 | 2.2% |
| 7 | 4 | 2.2% |
| 4 | 4 | 2.2% |
| 12 | 3 | 1.7% |
| 6 | 3 | 1.7% |
| Other values (57) | 70 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 21 | |
| 2 | 19 | |
| 3 | 13 | 7.2% |
| 4 | 4 | 2.2% |
| 5 | 4 | 2.2% |
| 6 | 3 | 1.7% |
| 7 | 4 | 2.2% |
| 8 | 3 | 1.7% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 1957 | 1 | |
| 1727 | 1 | |
| 1264 | 1 | |
| 1184 | 1 | |
| 696 | 1 | |
| 441 | 1 | |
| 362 | 1 | |
| 345 | 1 | |
| 306 | 1 | |
| 301 | 1 |
지휘관할_미상검거인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0722222 |
| Minimum | 0 |
|---|---|
| Maximum | 183 |
| Zeros | 121 |
| Zeros (%) | 67.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 21.1 |
| Maximum | 183 |
| Range | 183 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 24.872643 |
|---|---|
| Coefficient of variation (CV) | 4.0961352 |
| Kurtosis | 31.800618 |
| Mean | 6.0722222 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5520788 |
| Sum | 1093 |
| Variance | 618.64839 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 2 | 12 | 6.7% |
| 1 | 11 | 6.1% |
| 3 | 10 | 5.6% |
| 4 | 5 | 2.8% |
| 5 | 2 | 1.1% |
| 14 | 2 | 1.1% |
| 15 | 2 | 1.1% |
| 7 | 2 | 1.1% |
| 171 | 1 | 0.6% |
| Other values (12) | 12 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 1 | 11 | 6.1% |
| 2 | 12 | 6.7% |
| 3 | 10 | 5.6% |
| 4 | 5 | 2.8% |
| 5 | 2 | 1.1% |
| 7 | 2 | 1.1% |
| 8 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| 14 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 183 | 1 | |
| 171 | 1 | |
| 139 | 1 | |
| 113 | 1 | |
| 109 | 1 | |
| 82 | 1 | |
| 28 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 21 | 1 |
지휘관할_법인(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9222222 |
| Minimum | 0 |
|---|---|
| Maximum | 131 |
| Zeros | 136 |
| Zeros (%) | 75.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 131 |
| Range | 131 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.002517 |
|---|---|
| Coefficient of variation (CV) | 5.7238525 |
| Kurtosis | 109.92115 |
| Mean | 1.9222222 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.9308329 |
| Sum | 346 |
| Variance | 121.05537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 2 | 15 | 8.3% |
| 1 | 14 | 7.8% |
| 3 | 4 | 2.2% |
| 5 | 3 | 1.7% |
| 19 | 1 | 0.6% |
| 131 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| 14 | 1 | 0.6% |
| Other values (3) | 3 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 14 | 7.8% |
| 2 | 15 | 8.3% |
| 3 | 4 | 2.2% |
| 4 | 1 | 0.6% |
| 5 | 3 | 1.7% |
| 7 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| 14 | 1 | 0.6% |
| 19 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 131 | 1 | 0.6% |
| 54 | 1 | 0.6% |
| 37 | 1 | 0.6% |
| 19 | 1 | 0.6% |
| 14 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 5 | 3 | |
| 4 | 1 | 0.6% |
| 3 | 4 |
| 직수_인지_발생건수(건) | 직수_인지_검거건수(건) | 직수_인지_남자검거인원(명) | 직수_인지_여자검거인원(명) | 직수_인지_미상검거인원(명) | 직수_인지_법인(개) | 지휘관할_발생건수(건) | 지휘관할_검거건수(건) | 지휘관할_남자검거인원(명) | 지휘관할_여자검거인원(명) | 지휘관할_미상검거인원(명) | 지휘관할_법인(개) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 직수_인지_발생건수(건) | 1.000 | 0.994 | 0.943 | 0.866 | 0.806 | 0.477 | 0.740 | 0.646 | 0.745 | 0.832 | 0.699 | 0.771 |
| 직수_인지_검거건수(건) | 0.994 | 1.000 | 0.884 | 0.885 | 0.806 | 0.463 | 0.593 | 0.632 | 0.720 | 0.763 | 0.670 | 0.810 |
| 직수_인지_남자검거인원(명) | 0.943 | 0.884 | 1.000 | 0.968 | 0.837 | 0.755 | 0.696 | 0.742 | 0.483 | 0.837 | 0.734 | 0.553 |
| 직수_인지_여자검거인원(명) | 0.866 | 0.885 | 0.968 | 1.000 | 0.837 | 0.698 | 0.690 | 0.738 | 0.474 | 0.797 | 0.721 | 0.452 |
| 직수_인지_미상검거인원(명) | 0.806 | 0.806 | 0.837 | 0.837 | 1.000 | 0.431 | 0.415 | 0.811 | 0.439 | 0.604 | 0.883 | 0.438 |
| 직수_인지_법인(개) | 0.477 | 0.463 | 0.755 | 0.698 | 0.431 | 1.000 | 0.409 | 0.482 | 0.295 | 0.635 | 0.615 | 0.729 |
| 지휘관할_발생건수(건) | 0.740 | 0.593 | 0.696 | 0.690 | 0.415 | 0.409 | 1.000 | 0.917 | 0.878 | 0.974 | 0.855 | 0.367 |
| 지휘관할_검거건수(건) | 0.646 | 0.632 | 0.742 | 0.738 | 0.811 | 0.482 | 0.917 | 1.000 | 0.923 | 0.860 | 0.770 | 0.482 |
| 지휘관할_남자검거인원(명) | 0.745 | 0.720 | 0.483 | 0.474 | 0.439 | 0.295 | 0.878 | 0.923 | 1.000 | 0.859 | 0.779 | 0.597 |
| 지휘관할_여자검거인원(명) | 0.832 | 0.763 | 0.837 | 0.797 | 0.604 | 0.635 | 0.974 | 0.860 | 0.859 | 1.000 | 0.948 | 0.737 |
| 지휘관할_미상검거인원(명) | 0.699 | 0.670 | 0.734 | 0.721 | 0.883 | 0.615 | 0.855 | 0.770 | 0.779 | 0.948 | 1.000 | 0.630 |
| 지휘관할_법인(개) | 0.771 | 0.810 | 0.553 | 0.452 | 0.438 | 0.729 | 0.367 | 0.482 | 0.597 | 0.737 | 0.630 | 1.000 |
| 직수_인지_발생건수(건) | 직수_인지_검거건수(건) | 직수_인지_남자검거인원(명) | 직수_인지_여자검거인원(명) | 직수_인지_미상검거인원(명) | 지휘관할_발생건수(건) | 지휘관할_검거건수(건) | 지휘관할_남자검거인원(명) | 지휘관할_여자검거인원(명) | 지휘관할_미상검거인원(명) | 지휘관할_법인(개) | 직수_인지_법인(개) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 직수_인지_발생건수(건) | 1.000 | 0.956 | 0.877 | 0.725 | 0.534 | 0.590 | 0.575 | 0.594 | 0.561 | 0.557 | 0.256 | 0.406 |
| 직수_인지_검거건수(건) | 0.956 | 1.000 | 0.878 | 0.714 | 0.528 | 0.589 | 0.587 | 0.607 | 0.562 | 0.518 | 0.289 | 0.392 |
| 직수_인지_남자검거인원(명) | 0.877 | 0.878 | 1.000 | 0.686 | 0.511 | 0.616 | 0.610 | 0.643 | 0.570 | 0.543 | 0.311 | 0.392 |
| 직수_인지_여자검거인원(명) | 0.725 | 0.714 | 0.686 | 1.000 | 0.522 | 0.507 | 0.504 | 0.508 | 0.535 | 0.514 | 0.219 | 0.341 |
| 직수_인지_미상검거인원(명) | 0.534 | 0.528 | 0.511 | 0.522 | 1.000 | 0.381 | 0.372 | 0.368 | 0.393 | 0.669 | 0.217 | 0.290 |
| 지휘관할_발생건수(건) | 0.590 | 0.589 | 0.616 | 0.507 | 0.381 | 1.000 | 0.980 | 0.950 | 0.816 | 0.560 | 0.350 | 0.289 |
| 지휘관할_검거건수(건) | 0.575 | 0.587 | 0.610 | 0.504 | 0.372 | 0.980 | 1.000 | 0.971 | 0.827 | 0.533 | 0.369 | 0.328 |
| 지휘관할_남자검거인원(명) | 0.594 | 0.607 | 0.643 | 0.508 | 0.368 | 0.950 | 0.971 | 1.000 | 0.812 | 0.539 | 0.360 | 0.244 |
| 지휘관할_여자검거인원(명) | 0.561 | 0.562 | 0.570 | 0.535 | 0.393 | 0.816 | 0.827 | 0.812 | 1.000 | 0.568 | 0.367 | 0.491 |
| 지휘관할_미상검거인원(명) | 0.557 | 0.518 | 0.543 | 0.514 | 0.669 | 0.560 | 0.533 | 0.539 | 0.568 | 1.000 | 0.348 | 0.471 |
| 지휘관할_법인(개) | 0.256 | 0.289 | 0.311 | 0.219 | 0.217 | 0.350 | 0.369 | 0.360 | 0.367 | 0.348 | 1.000 | 0.668 |
| 직수_인지_법인(개) | 0.406 | 0.392 | 0.392 | 0.341 | 0.290 | 0.289 | 0.328 | 0.244 | 0.491 | 0.471 | 0.668 | 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 | 직수_인지_발생건수(건) | 직수_인지_검거건수(건) | 직수_인지_남자검거인원(명) | 직수_인지_여자검거인원(명) | 직수_인지_미상검거인원(명) | 직수_인지_법인(개) | 지휘관할_발생건수(건) | 지휘관할_검거건수(건) | 지휘관할_남자검거인원(명) | 지휘관할_여자검거인원(명) | 지휘관할_미상검거인원(명) | 지휘관할_법인(개) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 절도 | 5 | 4 | 6 | 1 | 2 | 0 | 7389 | 4149 | 3033 | 1184 | 24 | 0 |
| 1 | 불법사용 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 9 | 17 | 0 | 0 | 0 |
| 2 | 침입절도 | 2 | 2 | 1 | 0 | 0 | 0 | 214 | 190 | 107 | 5 | 0 | 0 |
| 3 | 장물 | 0 | 0 | 0 | 0 | 0 | 0 | 60 | 64 | 113 | 32 | 0 | 0 |
| 4 | 사기 | 341 | 252 | 325 | 105 | 29 | 2 | 8254 | 6633 | 6244 | 1727 | 139 | 19 |
| 5 | 컴퓨터등사용사기 | 2 | 0 | 0 | 2 | 0 | 0 | 179 | 69 | 64 | 15 | 1 | 0 |
| 6 | 부당이득 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 1 | 2 | 2 | 0 |
| 7 | 편의시설부정이용 | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 19 | 30 | 3 | 0 | 0 |
| 8 | 전기통신금융사기피해금환급에관한특별법 | 1 | 1 | 1 | 0 | 0 | 0 | 89 | 31 | 29 | 10 | 0 | 0 |
| 9 | 보험사기방지특별법 | 0 | 0 | 0 | 0 | 0 | 0 | 55 | 102 | 166 | 31 | 0 | 0 |
| 범죄분류 | 직수_인지_발생건수(건) | 직수_인지_검거건수(건) | 직수_인지_남자검거인원(명) | 직수_인지_여자검거인원(명) | 직수_인지_미상검거인원(명) | 직수_인지_법인(개) | 지휘관할_발생건수(건) | 지휘관할_검거건수(건) | 지휘관할_남자검거인원(명) | 지휘관할_여자검거인원(명) | 지휘관할_미상검거인원(명) | 지휘관할_법인(개) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 170 | 특허법 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 7 | 9 | 2 | 0 | 2 |
| 171 | 폐기물관리법 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 0 |
| 172 | 풍속영업의 규제에 관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 7 | 5 | 2 | 0 | 0 |
| 173 | 하천법 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 |
| 174 | 학교보건법 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 3 | 1 | 0 | 0 |
| 175 | 학원의설립운영 및 과외교습에 관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 24 | 6 | 19 | 0 | 0 |
| 176 | 화물자동차 운수사업법 | 0 | 0 | 0 | 0 | 0 | 0 | 109 | 137 | 155 | 3 | 0 | 7 |
| 177 | 화재예방·소방시설설치유지 및 안전관리에 관한법률 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 |
| 178 | 화학물질관리법 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 12 | 13 | 6 | 0 | 0 |
| 179 | 기타특별법 | 47 | 41 | 35 | 10 | 3 | 2 | 1588 | 1507 | 1285 | 696 | 28 | 54 |