Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 38 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.7 KiB |
| Average record size in memory | 127.5 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 12 |
Dataset
| Description | 전국 경찰관서에 고소, 고발, 인지 등으로 형사입건된 사건의 발생, 검거, 피의자에 대한 죄종별 분석 현황 |
|---|---|
| Author | 경찰청 |
| URL | https://www.data.go.kr/data/3074477/fileData.do |
단독범 is highly overall correlated with 소계 and 11 other fields | High correlation |
소계 is highly overall correlated with 단독범 and 11 other fields | High correlation |
학교동창 is highly overall correlated with 단독범 and 10 other fields | High correlation |
교도소.소년원동료 is highly overall correlated with 단독범 and 11 other fields | High correlation |
직장동료 is highly overall correlated with 단독범 and 11 other fields | High correlation |
친인척 is highly overall correlated with 단독범 and 10 other fields | High correlation |
군동료 is highly overall correlated with 단독범 and 10 other fields | High correlation |
동네친구 is highly overall correlated with 단독범 and 10 other fields | High correlation |
고향친구 is highly overall correlated with 단독범 and 10 other fields | High correlation |
애인 is highly overall correlated with 단독범 and 11 other fields | High correlation |
기타 is highly overall correlated with 단독범 and 11 other fields | High correlation |
미상 is highly overall correlated with 단독범 and 10 other fields | High correlation |
범죄대분류 is highly overall correlated with 단독범 and 5 other fields | High correlation |
단독범 has unique values | Unique |
소계 has unique values | Unique |
기타 has unique values | Unique |
미상 has unique values | Unique |
학교동창 has 6 (15.8%) zeros | Zeros |
교도소.소년원동료 has 12 (31.6%) zeros | Zeros |
직장동료 has 6 (15.8%) zeros | Zeros |
친인척 has 5 (13.2%) zeros | Zeros |
군동료 has 16 (42.1%) zeros | Zeros |
동네친구 has 7 (18.4%) zeros | Zeros |
고향친구 has 11 (28.9%) zeros | Zeros |
애인 has 7 (18.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 18:30:26.459806 |
|---|---|
| Analysis finished | 2023-12-12 18:30:41.091110 |
| Duration | 14.63 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
범죄대분류
Categorical
HIGH CORRELATION
| Distinct | 15 |
|---|---|
| Distinct (%) | 39.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 436.0 B |
| 지능범죄 | |
|---|---|
| 강력범죄 | |
| 폭력범죄 | |
| 풍속범죄 | |
| 절도범죄 | 1 |
| Other values (10) |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.0526316 |
| Min length | 4 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 28.9% |
Sample
| 1st row | 강력범죄 |
|---|---|
| 2nd row | 강력범죄 |
| 3rd row | 강력범죄 |
| 4th row | 강력범죄 |
| 5th row | 강력범죄 |
Common Values
| Value | Count | Frequency (%) |
| 지능범죄 | 9 | |
| 강력범죄 | 8 | |
| 폭력범죄 | 8 | |
| 풍속범죄 | 2 | 5.3% |
| 절도범죄 | 1 | 2.6% |
| 특별경제범죄 | 1 | 2.6% |
| 마약범죄 | 1 | 2.6% |
| 보건범죄 | 1 | 2.6% |
| 환경범죄 | 1 | 2.6% |
| 교통범죄 | 1 | 2.6% |
| Other values (5) | 5 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 지능범죄 | 9 | |
| 강력범죄 | 8 | |
| 폭력범죄 | 8 | |
| 풍속범죄 | 2 | 5.3% |
| 절도범죄 | 1 | 2.6% |
| 특별경제범죄 | 1 | 2.6% |
| 마약범죄 | 1 | 2.6% |
| 보건범죄 | 1 | 2.6% |
| 환경범죄 | 1 | 2.6% |
| 교통범죄 | 1 | 2.6% |
| Other values (5) | 5 |
범죄중분류
Text
| Distinct | 28 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 436.0 B |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.1578947 |
| Min length | 2 |
Characters and Unicode
| Total characters | 120 |
|---|---|
| Distinct characters | 59 |
| 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 | 27 ? |
|---|---|
| Unique (%) | 71.1% |
Sample
| 1st row | 살인기수 |
|---|---|
| 2nd row | 살인미수등 |
| 3rd row | 강도 |
| 4th row | 강간 |
| 5th row | 유사강간 |
| Value | Count | Frequency (%) |
| 소계 | 11 | |
| 강간 | 2 | 4.7% |
| 폭력행위등 | 1 | 2.3% |
| 공갈 | 1 | 2.3% |
| 성풍속범죄 | 1 | 2.3% |
| 배임 | 1 | 2.3% |
| 횡령 | 1 | 2.3% |
| 사기 | 1 | 2.3% |
| 유가증권인지 | 1 | 2.3% |
| 인장 | 1 | 2.3% |
| Other values (22) | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| 소 | 11 | 9.2% |
| 계 | 11 | 9.2% |
| 강 | 6 | 5.0% |
| 5 | 4.2% | |
| 인 | 5 | 4.2% |
| 유 | 4 | 3.3% |
| 기 | 4 | 3.3% |
| 행 | 4 | 3.3% |
| 간 | 3 | 2.5% |
| 수 | 3 | 2.5% |
| Other values (49) | 64 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 115 | |
| Space Separator | 5 | 4.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 소 | 11 | 9.6% |
| 계 | 11 | 9.6% |
| 강 | 6 | 5.2% |
| 인 | 5 | 4.3% |
| 유 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 행 | 4 | 3.5% |
| 간 | 3 | 2.6% |
| 수 | 3 | 2.6% |
| 등 | 3 | 2.6% |
| Other values (48) | 61 |
Space Separator
| Value | Count | Frequency (%) |
| 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 115 | |
| Common | 5 | 4.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 소 | 11 | 9.6% |
| 계 | 11 | 9.6% |
| 강 | 6 | 5.2% |
| 인 | 5 | 4.3% |
| 유 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 행 | 4 | 3.5% |
| 간 | 3 | 2.6% |
| 수 | 3 | 2.6% |
| 등 | 3 | 2.6% |
| Other values (48) | 61 |
Common
| Value | Count | Frequency (%) |
| 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 115 | |
| ASCII | 5 | 4.2% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 소 | 11 | 9.6% |
| 계 | 11 | 9.6% |
| 강 | 6 | 5.2% |
| 인 | 5 | 4.3% |
| 유 | 4 | 3.5% |
| 기 | 4 | 3.5% |
| 행 | 4 | 3.5% |
| 간 | 3 | 2.6% |
| 수 | 3 | 2.6% |
| 등 | 3 | 2.6% |
| Other values (48) | 61 |
ASCII
| Value | Count | Frequency (%) |
| 5 |
단독범
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21142.737 |
| Minimum | 20 |
|---|---|
| Maximum | 217809 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 41.6 |
| Q1 | 323.5 |
| median | 2147.5 |
| Q3 | 14190 |
| 95-th percentile | 99232.7 |
| Maximum | 217809 |
| Range | 217789 |
| Interquartile range (IQR) | 13866.5 |
Descriptive statistics
| Standard deviation | 44621.514 |
|---|---|
| Coefficient of variation (CV) | 2.110489 |
| Kurtosis | 10.489644 |
| Mean | 21142.737 |
| Median Absolute Deviation (MAD) | 2101 |
| Skewness | 3.0879745 |
| Sum | 803424 |
| Variance | 1.9910795 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 214 | 1 | 2.6% |
| 5838 | 1 | 2.6% |
| 28 | 1 | 2.6% |
| 85112 | 1 | 2.6% |
| 18103 | 1 | 2.6% |
| 1092 | 1 | 2.6% |
| 10961 | 1 | 2.6% |
| 7537 | 1 | 2.6% |
| 33545 | 1 | 2.6% |
| 11758 | 1 | 2.6% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 20 | 1 | |
| 28 | 1 | |
| 44 | 1 | |
| 49 | 1 | |
| 65 | 1 | |
| 109 | 1 | |
| 214 | 1 | |
| 238 | 1 | |
| 255 | 1 | |
| 320 | 1 |
| Value | Count | Frequency (%) |
| 217809 | 1 | |
| 134676 | 1 | |
| 92978 | 1 | |
| 85112 | 1 | |
| 68651 | 1 | |
| 36929 | 1 | |
| 33545 | 1 | |
| 29634 | 1 | |
| 18103 | 1 | |
| 14747 | 1 |
소계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4757.5263 |
| Minimum | 7 |
|---|---|
| Maximum | 45554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 25.2 |
| Q1 | 104.25 |
| median | 634.5 |
| Q3 | 3713.25 |
| 95-th percentile | 21668.9 |
| Maximum | 45554 |
| Range | 45547 |
| Interquartile range (IQR) | 3609 |
Descriptive statistics
| Standard deviation | 9798.1901 |
|---|---|
| Coefficient of variation (CV) | 2.0595136 |
| Kurtosis | 9.0716914 |
| Mean | 4757.5263 |
| Median Absolute Deviation (MAD) | 592.5 |
| Skewness | 2.9436123 |
| Sum | 180786 |
| Variance | 96004530 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 36 | 1 | 2.6% |
| 4759 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 45554 | 1 | 2.6% |
| 2919 | 1 | 2.6% |
| 1191 | 1 | 2.6% |
| 696 | 1 | 2.6% |
| 11870 | 1 | 2.6% |
| 14097 | 1 | 2.6% |
| 6271 | 1 | 2.6% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 15 | 1 | |
| 27 | 1 | |
| 36 | 1 | |
| 37 | 1 | |
| 47 | 1 | |
| 51 | 1 | |
| 65 | 1 | |
| 71 | 1 | |
| 101 | 1 |
| Value | Count | Frequency (%) |
| 45554 | 1 | |
| 33676 | 1 | |
| 19550 | 1 | |
| 18738 | 1 | |
| 14097 | 1 | |
| 11870 | 1 | |
| 6271 | 1 | |
| 5035 | 1 | |
| 4759 | 1 | |
| 3978 | 1 |
학교동창
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 268.42105 |
| Minimum | 0 |
|---|---|
| Maximum | 4079 |
| Zeros | 6 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 38 |
| Q3 | 141 |
| 95-th percentile | 1203.05 |
| Maximum | 4079 |
| Range | 4079 |
| Interquartile range (IQR) | 139 |
Descriptive statistics
| Standard deviation | 741.54272 |
|---|---|
| Coefficient of variation (CV) | 2.7626101 |
| Kurtosis | 20.086783 |
| Mean | 268.42105 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 4.2994727 |
| Sum | 10200 |
| Variance | 549885.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 6 | 15.8% |
| 2 | 4 | 10.5% |
| 1 | 3 | 7.9% |
| 62 | 1 | 2.6% |
| 1049 | 1 | 2.6% |
| 791 | 1 | 2.6% |
| 25 | 1 | 2.6% |
| 11 | 1 | 2.6% |
| 271 | 1 | 2.6% |
| 20 | 1 | 2.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 3 | |
| 2 | 4 | |
| 9 | 1 | 2.6% |
| 11 | 1 | 2.6% |
| 20 | 1 | 2.6% |
| 22 | 1 | 2.6% |
| 25 | 1 | 2.6% |
| 27 | 1 | 2.6% |
| 49 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 4079 | 1 | |
| 2076 | 1 | |
| 1049 | 1 | |
| 791 | 1 | |
| 403 | 1 | |
| 271 | 1 | |
| 164 | 1 | |
| 156 | 1 | |
| 154 | 1 | |
| 145 | 1 |
교도소.소년원동료
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.736842 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 12 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.5 |
| Q3 | 9 |
| 95-th percentile | 147.55 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 54.681231 |
|---|---|
| Coefficient of variation (CV) | 2.6369121 |
| Kurtosis | 11.514776 |
| Mean | 20.736842 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 3.4395913 |
| Sum | 788 |
| Variance | 2990.037 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 2 | 5 | |
| 4 | 4 | 10.5% |
| 3 | 3 | 7.9% |
| 9 | 2 | 5.3% |
| 1 | 2 | 5.3% |
| 196 | 1 | 2.6% |
| 19 | 1 | 2.6% |
| 8 | 1 | 2.6% |
| 46 | 1 | 2.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 2 | 5.3% |
| 2 | 5 | |
| 3 | 3 | 7.9% |
| 4 | 4 | 10.5% |
| 8 | 1 | 2.6% |
| 9 | 2 | 5.3% |
| 11 | 1 | 2.6% |
| 12 | 1 | 2.6% |
| 19 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 255 | 1 | |
| 196 | 1 | |
| 139 | 1 | |
| 46 | 1 | |
| 27 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 12 | 1 | |
| 11 | 1 | |
| 9 | 2 |
직장동료
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 81.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 508.97368 |
| Minimum | 0 |
|---|---|
| Maximum | 4966 |
| Zeros | 6 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22.75 |
| median | 46.5 |
| Q3 | 414.25 |
| 95-th percentile | 2301.3 |
| Maximum | 4966 |
| Range | 4966 |
| Interquartile range (IQR) | 391.5 |
Descriptive statistics
| Standard deviation | 1036.6085 |
|---|---|
| Coefficient of variation (CV) | 2.0366642 |
| Kurtosis | 9.5296781 |
| Mean | 508.97368 |
| Median Absolute Deviation (MAD) | 46.5 |
| Skewness | 2.9578002 |
| Sum | 19341 |
| Variance | 1074557.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 6 | 15.8% |
| 5 | 2 | 5.3% |
| 39 | 2 | 5.3% |
| 1584 | 1 | 2.6% |
| 469 | 1 | 2.6% |
| 34 | 1 | 2.6% |
| 1159 | 1 | 2.6% |
| 2070 | 1 | 2.6% |
| 199 | 1 | 2.6% |
| 262 | 1 | 2.6% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 5 | 2 | 5.3% |
| 7 | 1 | 2.6% |
| 22 | 1 | 2.6% |
| 25 | 1 | 2.6% |
| 26 | 1 | 2.6% |
| 28 | 1 | 2.6% |
| 33 | 1 | 2.6% |
| 34 | 1 | 2.6% |
| 39 | 2 | 5.3% |
| Value | Count | Frequency (%) |
| 4966 | 1 | |
| 3221 | 1 | |
| 2139 | 1 | |
| 2070 | 1 | |
| 1584 | 1 | |
| 1159 | 1 | |
| 880 | 1 | |
| 557 | 1 | |
| 469 | 1 | |
| 450 | 1 |
친인척
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237.26316 |
| Minimum | 0 |
|---|---|
| Maximum | 1944 |
| Zeros | 5 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.25 |
| median | 17.5 |
| Q3 | 154.75 |
| 95-th percentile | 1589.7 |
| Maximum | 1944 |
| Range | 1944 |
| Interquartile range (IQR) | 149.5 |
Descriptive statistics
| Standard deviation | 492.52344 |
|---|---|
| Coefficient of variation (CV) | 2.075853 |
| Kurtosis | 5.6972338 |
| Mean | 237.26316 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 2.5548986 |
| Sum | 9016 |
| Variance | 242579.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0 | 5 | 13.2% |
| 16 | 2 | 5.3% |
| 5 | 2 | 5.3% |
| 10 | 2 | 5.3% |
| 9 | 2 | 5.3% |
| 1944 | 1 | 2.6% |
| 6 | 1 | 2.6% |
| 88 | 1 | 2.6% |
| 162 | 1 | 2.6% |
| 160 | 1 | 2.6% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 2.6% |
| 2 | 1 | 2.6% |
| 3 | 1 | 2.6% |
| 5 | 2 | 5.3% |
| 6 | 1 | 2.6% |
| 8 | 1 | 2.6% |
| 9 | 2 | 5.3% |
| 10 | 2 | 5.3% |
| 11 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 1944 | 1 | |
| 1690 | 1 | |
| 1572 | 1 | |
| 1014 | 1 | |
| 655 | 1 | |
| 541 | 1 | |
| 299 | 1 | |
| 248 | 1 | |
| 162 | 1 | |
| 160 | 1 |
군동료
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2368421 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 16 |
| Zeros (%) | 42.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.5 |
| Q3 | 3.75 |
| 95-th percentile | 28.15 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 9.4652543 |
|---|---|
| Coefficient of variation (CV) | 1.8074355 |
| Kurtosis | 4.6923761 |
| Mean | 5.2368421 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 2.2978598 |
| Sum | 199 |
| Variance | 89.591038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 3 | 5 | 13.2% |
| 2 | 4 | 10.5% |
| 1 | 3 | 7.9% |
| 4 | 2 | 5.3% |
| 28 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 22 | 1 | 2.6% |
| 29 | 1 | 2.6% |
| 9 | 1 | 2.6% |
| Other values (3) | 3 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 3 | 7.9% |
| 2 | 4 | 10.5% |
| 3 | 5 | 13.2% |
| 4 | 2 | 5.3% |
| 6 | 1 | 2.6% |
| 9 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 17 | 1 | 2.6% |
| 22 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 39 | 1 | 2.6% |
| 29 | 1 | 2.6% |
| 28 | 1 | 2.6% |
| 22 | 1 | 2.6% |
| 17 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 9 | 1 | 2.6% |
| 6 | 1 | 2.6% |
| 4 | 2 | 5.3% |
| 3 | 5 |
동네친구
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 32 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 914 |
| Minimum | 0 |
|---|---|
| Maximum | 8425 |
| Zeros | 7 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.25 |
| median | 126.5 |
| Q3 | 521.75 |
| 95-th percentile | 6624.9 |
| Maximum | 8425 |
| Range | 8425 |
| Interquartile range (IQR) | 512.5 |
Descriptive statistics
| Standard deviation | 2054.5043 |
|---|---|
| Coefficient of variation (CV) | 2.2478165 |
| Kurtosis | 6.9715046 |
| Mean | 914 |
| Median Absolute Deviation (MAD) | 126.5 |
| Skewness | 2.7896748 |
| Sum | 34732 |
| Variance | 4220987.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0 | 7 | 18.4% |
| 3 | 1 | 2.6% |
| 2480 | 1 | 2.6% |
| 23 | 1 | 2.6% |
| 145 | 1 | 2.6% |
| 673 | 1 | 2.6% |
| 21 | 1 | 2.6% |
| 163 | 1 | 2.6% |
| 798 | 1 | 2.6% |
| 707 | 1 | 2.6% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 1 | 2.6% |
| 4 | 1 | 2.6% |
| 9 | 1 | 2.6% |
| 10 | 1 | 2.6% |
| 12 | 1 | 2.6% |
| 17 | 1 | 2.6% |
| 21 | 1 | 2.6% |
| 23 | 1 | 2.6% |
| 35 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 8425 | 1 | |
| 7106 | 1 | |
| 6540 | 1 | |
| 3691 | 1 | |
| 2480 | 1 | |
| 1179 | 1 | |
| 798 | 1 | |
| 707 | 1 | |
| 673 | 1 | |
| 568 | 1 |
고향친구
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.07895 |
| Minimum | 0 |
|---|---|
| Maximum | 875 |
| Zeros | 11 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.5 |
| Q3 | 69.5 |
| 95-th percentile | 713.65 |
| Maximum | 875 |
| Range | 875 |
| Interquartile range (IQR) | 69.5 |
Descriptive statistics
| Standard deviation | 227.3085 |
|---|---|
| Coefficient of variation (CV) | 1.9925544 |
| Kurtosis | 4.4036032 |
| Mean | 114.07895 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 2.320366 |
| Sum | 4335 |
| Variance | 51669.156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 3 | 2 | 5.3% |
| 6 | 2 | 5.3% |
| 45 | 2 | 5.3% |
| 2 | 1 | 2.6% |
| 509 | 1 | 2.6% |
| 463 | 1 | 2.6% |
| 33 | 1 | 2.6% |
| 77 | 1 | 2.6% |
| 18 | 1 | 2.6% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 2 | 1 | 2.6% |
| 3 | 2 | 5.3% |
| 4 | 1 | 2.6% |
| 5 | 1 | 2.6% |
| 6 | 2 | 5.3% |
| 13 | 1 | 2.6% |
| 14 | 1 | 2.6% |
| 17 | 1 | 2.6% |
| 18 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 875 | 1 | |
| 723 | 1 | |
| 712 | 1 | |
| 509 | 1 | |
| 463 | 1 | |
| 256 | 1 | |
| 179 | 1 | |
| 128 | 1 | |
| 80 | 1 | |
| 77 | 1 |
애인
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.92105 |
| Minimum | 0 |
|---|---|
| Maximum | 889 |
| Zeros | 7 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 10 |
| Q3 | 66.5 |
| 95-th percentile | 518.95 |
| Maximum | 889 |
| Range | 889 |
| Interquartile range (IQR) | 64.5 |
Descriptive statistics
| Standard deviation | 204.76003 |
|---|---|
| Coefficient of variation (CV) | 2.0289129 |
| Kurtosis | 6.2247298 |
| Mean | 100.92105 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.559665 |
| Sum | 3835 |
| Variance | 41926.669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 9 | 3 | 7.9% |
| 5 | 3 | 7.9% |
| 7 | 2 | 5.3% |
| 36 | 2 | 5.3% |
| 2 | 2 | 5.3% |
| 1 | 2 | 5.3% |
| 482 | 1 | 2.6% |
| 151 | 1 | 2.6% |
| 41 | 1 | 2.6% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 5.3% |
| 2 | 2 | 5.3% |
| 5 | 3 | |
| 7 | 2 | 5.3% |
| 9 | 3 | |
| 11 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 16 | 1 | 2.6% |
| 20 | 1 | 2.6% |
| Value | Count | Frequency (%) |
| 889 | 1 | |
| 632 | 1 | |
| 499 | 1 | |
| 482 | 1 | |
| 424 | 1 | |
| 174 | 1 | |
| 151 | 1 | |
| 115 | 1 | |
| 81 | 1 | |
| 68 | 1 |
기타
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2587.8947 |
| Minimum | 1 |
|---|---|
| Maximum | 31124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.95 |
| Q1 | 54 |
| median | 315 |
| Q3 | 1852.75 |
| 95-th percentile | 12139.5 |
| Maximum | 31124 |
| Range | 31123 |
| Interquartile range (IQR) | 1798.75 |
Descriptive statistics
| Standard deviation | 6238.0571 |
|---|---|
| Coefficient of variation (CV) | 2.4104756 |
| Kurtosis | 14.047306 |
| Mean | 2587.8947 |
| Median Absolute Deviation (MAD) | 300.5 |
| Skewness | 3.6752239 |
| Sum | 98340 |
| Variance | 38913357 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 14 | 1 | 2.6% |
| 2772 | 1 | 2.6% |
| 15 | 1 | 2.6% |
| 31124 | 1 | 2.6% |
| 1375 | 1 | 2.6% |
| 605 | 1 | 2.6% |
| 370 | 1 | 2.6% |
| 6082 | 1 | 2.6% |
| 10314 | 1 | 2.6% |
| 4251 | 1 | 2.6% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 6 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 20 | 1 | |
| 26 | 1 | |
| 30 | 1 | |
| 41 | 1 |
| Value | Count | Frequency (%) |
| 31124 | 1 | |
| 22484 | 1 | |
| 10314 | 1 | |
| 6082 | 1 | |
| 4448 | 1 | |
| 4251 | 1 | |
| 3787 | 1 | |
| 2772 | 1 | |
| 2430 | 1 | |
| 2012 | 1 |
미상
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13426.605 |
| Minimum | 59 |
|---|---|
| Maximum | 134659 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 59 |
|---|---|
| 5-th percentile | 71.9 |
| Q1 | 168.75 |
| median | 1080 |
| Q3 | 6879.5 |
| 95-th percentile | 85521.2 |
| Maximum | 134659 |
| Range | 134600 |
| Interquartile range (IQR) | 6710.75 |
Descriptive statistics
| Standard deviation | 31908.095 |
|---|---|
| Coefficient of variation (CV) | 2.3764827 |
| Kurtosis | 7.6602681 |
| Mean | 13426.605 |
| Median Absolute Deviation (MAD) | 1004 |
| Skewness | 2.9020366 |
| Sum | 510211 |
| Variance | 1.0181265 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 91 | 1 | 2.6% |
| 1033 | 1 | 2.6% |
| 74 | 1 | 2.6% |
| 114343 | 1 | 2.6% |
| 14908 | 1 | 2.6% |
| 6041 | 1 | 2.6% |
| 1889 | 1 | 2.6% |
| 1718 | 1 | 2.6% |
| 20262 | 1 | 2.6% |
| 3781 | 1 | 2.6% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 59 | 1 | |
| 60 | 1 | |
| 74 | 1 | |
| 78 | 1 | |
| 83 | 1 | |
| 91 | 1 | |
| 116 | 1 | |
| 133 | 1 | |
| 147 | 1 | |
| 148 | 1 |
| Value | Count | Frequency (%) |
| 134659 | 1 | |
| 114343 | 1 | |
| 80435 | 1 | |
| 76187 | 1 | |
| 20262 | 1 | |
| 14908 | 1 | |
| 10224 | 1 | |
| 8548 | 1 | |
| 7401 | 1 | |
| 7159 | 1 |
| 범죄대분류 | 범죄중분류 | 단독범 | 소계 | 학교동창 | 교도소.소년원동료 | 직장동료 | 친인척 | 군동료 | 동네친구 | 고향친구 | 애인 | 기타 | 미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 범죄대분류 | 1.000 | 0.000 | 0.864 | 0.874 | 0.846 | 0.933 | 0.857 | 0.798 | 0.827 | 0.673 | 0.722 | 0.893 | 0.943 | 0.837 |
| 범죄중분류 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 단독범 | 0.864 | 0.000 | 1.000 | 0.783 | 0.773 | 0.666 | 0.697 | 0.878 | 0.951 | 0.860 | 0.936 | 0.925 | 0.759 | 0.860 |
| 소계 | 0.874 | 0.000 | 0.783 | 1.000 | 0.896 | 0.849 | 0.986 | 0.967 | 0.897 | 0.986 | 0.901 | 0.858 | 0.969 | 0.792 |
| 학교동창 | 0.846 | 0.000 | 0.773 | 0.896 | 1.000 | 0.989 | 0.893 | 0.896 | 0.903 | 1.000 | 0.844 | 0.901 | 0.971 | 0.889 |
| 교도소.소년원동료 | 0.933 | 0.000 | 0.666 | 0.849 | 0.989 | 1.000 | 0.804 | 0.809 | 0.776 | 0.896 | 0.842 | 1.000 | 0.930 | 0.842 |
| 직장동료 | 0.857 | 0.000 | 0.697 | 0.986 | 0.893 | 0.804 | 1.000 | 0.942 | 0.858 | 0.979 | 0.829 | 0.786 | 0.918 | 0.763 |
| 친인척 | 0.798 | 0.000 | 0.878 | 0.967 | 0.896 | 0.809 | 0.942 | 1.000 | 0.874 | 0.980 | 0.880 | 0.849 | 0.880 | 0.804 |
| 군동료 | 0.827 | 0.000 | 0.951 | 0.897 | 0.903 | 0.776 | 0.858 | 0.874 | 1.000 | 0.957 | 0.900 | 0.841 | 0.838 | 0.863 |
| 동네친구 | 0.673 | 0.000 | 0.860 | 0.986 | 1.000 | 0.896 | 0.979 | 0.980 | 0.957 | 1.000 | 0.937 | 0.888 | 0.868 | 0.771 |
| 고향친구 | 0.722 | 0.000 | 0.936 | 0.901 | 0.844 | 0.842 | 0.829 | 0.880 | 0.900 | 0.937 | 1.000 | 0.967 | 0.856 | 0.765 |
| 애인 | 0.893 | 0.000 | 0.925 | 0.858 | 0.901 | 1.000 | 0.786 | 0.849 | 0.841 | 0.888 | 0.967 | 1.000 | 0.798 | 0.752 |
| 기타 | 0.943 | 0.000 | 0.759 | 0.969 | 0.971 | 0.930 | 0.918 | 0.880 | 0.838 | 0.868 | 0.856 | 0.798 | 1.000 | 0.941 |
| 미상 | 0.837 | 0.000 | 0.860 | 0.792 | 0.889 | 0.842 | 0.763 | 0.804 | 0.863 | 0.771 | 0.765 | 0.752 | 0.941 | 1.000 |
| 단독범 | 소계 | 학교동창 | 교도소.소년원동료 | 직장동료 | 친인척 | 군동료 | 동네친구 | 고향친구 | 애인 | 기타 | 미상 | 범죄대분류 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 단독범 | 1.000 | 0.825 | 0.813 | 0.699 | 0.734 | 0.817 | 0.775 | 0.772 | 0.762 | 0.813 | 0.796 | 0.892 | 0.526 |
| 소계 | 0.825 | 1.000 | 0.840 | 0.791 | 0.924 | 0.879 | 0.854 | 0.893 | 0.944 | 0.860 | 0.982 | 0.825 | 0.548 |
| 학교동창 | 0.813 | 0.840 | 1.000 | 0.780 | 0.697 | 0.791 | 0.826 | 0.956 | 0.898 | 0.928 | 0.782 | 0.757 | 0.434 |
| 교도소.소년원동료 | 0.699 | 0.791 | 0.780 | 1.000 | 0.684 | 0.772 | 0.765 | 0.802 | 0.779 | 0.860 | 0.732 | 0.741 | 0.557 |
| 직장동료 | 0.734 | 0.924 | 0.697 | 0.684 | 1.000 | 0.832 | 0.762 | 0.740 | 0.807 | 0.753 | 0.919 | 0.833 | 0.520 |
| 친인척 | 0.817 | 0.879 | 0.791 | 0.772 | 0.832 | 1.000 | 0.748 | 0.795 | 0.799 | 0.822 | 0.842 | 0.840 | 0.441 |
| 군동료 | 0.775 | 0.854 | 0.826 | 0.765 | 0.762 | 0.748 | 1.000 | 0.845 | 0.862 | 0.819 | 0.839 | 0.794 | 0.466 |
| 동네친구 | 0.772 | 0.893 | 0.956 | 0.802 | 0.740 | 0.795 | 0.845 | 1.000 | 0.965 | 0.907 | 0.840 | 0.718 | 0.316 |
| 고향친구 | 0.762 | 0.944 | 0.898 | 0.779 | 0.807 | 0.799 | 0.862 | 0.965 | 1.000 | 0.877 | 0.910 | 0.741 | 0.360 |
| 애인 | 0.813 | 0.860 | 0.928 | 0.860 | 0.753 | 0.822 | 0.819 | 0.907 | 0.877 | 1.000 | 0.800 | 0.783 | 0.571 |
| 기타 | 0.796 | 0.982 | 0.782 | 0.732 | 0.919 | 0.842 | 0.839 | 0.840 | 0.910 | 0.800 | 1.000 | 0.792 | 0.575 |
| 미상 | 0.892 | 0.825 | 0.757 | 0.741 | 0.833 | 0.840 | 0.794 | 0.718 | 0.741 | 0.783 | 0.792 | 1.000 | 0.423 |
| 범죄대분류 | 0.526 | 0.548 | 0.434 | 0.557 | 0.520 | 0.441 | 0.466 | 0.316 | 0.360 | 0.571 | 0.575 | 0.423 | 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.
| 범죄대분류 | 범죄중분류 | 단독범 | 소계 | 학교동창 | 교도소.소년원동료 | 직장동료 | 친인척 | 군동료 | 동네친구 | 고향친구 | 애인 | 기타 | 미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 강력범죄 | 살인기수 | 214 | 36 | 2 | 0 | 0 | 10 | 0 | 3 | 0 | 7 | 14 | 91 |
| 1 | 강력범죄 | 살인미수등 | 334 | 37 | 2 | 0 | 0 | 3 | 0 | 12 | 0 | 0 | 20 | 83 |
| 2 | 강력범죄 | 강도 | 387 | 668 | 69 | 8 | 44 | 9 | 0 | 321 | 17 | 20 | 180 | 147 |
| 3 | 강력범죄 | 강간 | 3464 | 443 | 62 | 9 | 28 | 16 | 3 | 180 | 18 | 9 | 118 | 2206 |
| 4 | 강력범죄 | 유사강간 | 656 | 47 | 2 | 3 | 5 | 1 | 0 | 10 | 0 | 9 | 17 | 231 |
| 5 | 강력범죄 | 강제추행 | 12519 | 378 | 67 | 1 | 39 | 11 | 3 | 79 | 3 | 11 | 164 | 3485 |
| 6 | 강력범죄 | 기타 강간 강제추행등 | 238 | 51 | 9 | 0 | 0 | 5 | 0 | 17 | 2 | 5 | 13 | 60 |
| 7 | 강력범죄 | 방화 | 947 | 101 | 22 | 0 | 7 | 2 | 0 | 35 | 3 | 2 | 30 | 148 |
| 8 | 절도범죄 | 소계 | 68651 | 19550 | 4079 | 196 | 880 | 1014 | 28 | 8425 | 509 | 632 | 3787 | 10224 |
| 9 | 폭력범죄 | 상해 | 36929 | 2309 | 156 | 4 | 213 | 248 | 2 | 568 | 80 | 68 | 970 | 4314 |
| 범죄대분류 | 범죄중분류 | 단독범 | 소계 | 학교동창 | 교도소.소년원동료 | 직장동료 | 친인척 | 군동료 | 동네친구 | 고향친구 | 애인 | 기타 | 미상 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 특별경제범죄 | 소계 | 33545 | 14097 | 145 | 20 | 2070 | 541 | 6 | 707 | 179 | 115 | 10314 | 20262 |
| 29 | 마약범죄 | 소계 | 5838 | 4759 | 96 | 139 | 199 | 72 | 3 | 798 | 256 | 424 | 2772 | 1033 |
| 30 | 보건범죄 | 소계 | 11758 | 6271 | 20 | 3 | 1584 | 160 | 2 | 163 | 47 | 41 | 4251 | 3781 |
| 31 | 환경범죄 | 소계 | 2649 | 1010 | 1 | 2 | 81 | 19 | 1 | 21 | 6 | 0 | 879 | 670 |
| 32 | 교통범죄 | 소계 | 217809 | 3978 | 271 | 9 | 262 | 88 | 17 | 673 | 77 | 151 | 2430 | 134659 |
| 33 | 노동범죄 | 소계 | 320 | 160 | 1 | 0 | 49 | 6 | 0 | 0 | 0 | 5 | 99 | 133 |
| 34 | 안보범죄 | 소계 | 44 | 556 | 11 | 2 | 25 | 0 | 4 | 145 | 33 | 7 | 329 | 78 |
| 35 | 선거범죄 | 소계 | 422 | 533 | 25 | 0 | 40 | 10 | 0 | 23 | 6 | 2 | 427 | 590 |
| 36 | 병역범죄 | 소계 | 2764 | 114 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 105 | 286 |
| 37 | 기타범죄 | 소계 | 134676 | 33676 | 791 | 27 | 4966 | 1944 | 39 | 2480 | 463 | 482 | 22484 | 76187 |