Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 32 |
| Missing cells | 2 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.4 KiB |
| Average record size in memory | 174.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 18 |
Dataset
| Description | 서울특별시 경찰관서별(연도별) 성매매 단속현황 (2004년 ~ 2021년)에 대한 데이터를 제공하니 참고하시기 바랍니다. |
|---|---|
| Author | 경찰청 서울특별시경찰청 |
| URL | https://www.data.go.kr/data/3075765/fileData.do |
2005년 is highly overall correlated with 2006년 and 2 other fields | High correlation |
2006년 is highly overall correlated with 2005년 and 2 other fields | High correlation |
2007년 is highly overall correlated with 2005년 and 2 other fields | High correlation |
2008년 is highly overall correlated with 2005년 and 2 other fields | High correlation |
2009년 is highly overall correlated with 2011년 and 1 other fields | High correlation |
2010년 is highly overall correlated with 2011년 | High correlation |
2011년 is highly overall correlated with 2009년 and 6 other fields | High correlation |
2012년 is highly overall correlated with 2011년 and 8 other fields | High correlation |
2013년 is highly overall correlated with 2011년 and 9 other fields | High correlation |
2014년 is highly overall correlated with 2009년 and 10 other fields | High correlation |
2015년 is highly overall correlated with 2011년 and 9 other fields | High correlation |
2016년 is highly overall correlated with 2012년 and 8 other fields | High correlation |
2017년 is highly overall correlated with 2012년 and 7 other fields | High correlation |
2018년 is highly overall correlated with 2012년 and 8 other fields | High correlation |
2019년 is highly overall correlated with 2011년 and 9 other fields | High correlation |
2020년 is highly overall correlated with 2012년 and 6 other fields | High correlation |
2021년 is highly overall correlated with 2013년 and 6 other fields | High correlation |
2004년 has 2 (6.2%) missing values | Missing |
관서명 has unique values | Unique |
2004년 has 8 (25.0%) zeros | Zeros |
2005년 has 1 (3.1%) zeros | Zeros |
2006년 has 1 (3.1%) zeros | Zeros |
2007년 has 1 (3.1%) zeros | Zeros |
2008년 has 1 (3.1%) zeros | Zeros |
2010년 has 1 (3.1%) zeros | Zeros |
2011년 has 1 (3.1%) zeros | Zeros |
2018년 has 2 (6.2%) zeros | Zeros |
2019년 has 1 (3.1%) zeros | Zeros |
2020년 has 2 (6.2%) zeros | Zeros |
2021년 has 2 (6.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 07:18:58.477567 |
|---|---|
| Analysis finished | 2023-12-12 07:19:34.401274 |
| Duration | 35.92 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
관서명
Text
UNIQUE
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 388.0 B |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.15625 |
| Min length | 2 |
Characters and Unicode
| Total characters | 69 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 서울청 |
|---|---|
| 2nd row | 중부 |
| 3rd row | 종로 |
| 4th row | 남대문 |
| 5th row | 서대문 |
| Value | Count | Frequency (%) |
| 서울청 | 1 | 3.1% |
| 중부 | 1 | 3.1% |
| 강북 | 1 | 3.1% |
| 광진 | 1 | 3.1% |
| 동작 | 1 | 3.1% |
| 동대문 | 1 | 3.1% |
| 혜화 | 1 | 3.1% |
| 수서 | 1 | 3.1% |
| 도봉 | 1 | 3.1% |
| 은평 | 1 | 3.1% |
| Other values (22) | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| 서 | 6 | 8.7% |
| 강 | 4 | 5.8% |
| 동 | 4 | 5.8% |
| 대 | 3 | 4.3% |
| 문 | 3 | 4.3% |
| 천 | 2 | 2.9% |
| 중 | 2 | 2.9% |
| 부 | 2 | 2.9% |
| 종 | 2 | 2.9% |
| 로 | 2 | 2.9% |
| Other values (35) | 39 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 69 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 6 | 8.7% |
| 강 | 4 | 5.8% |
| 동 | 4 | 5.8% |
| 대 | 3 | 4.3% |
| 문 | 3 | 4.3% |
| 천 | 2 | 2.9% |
| 중 | 2 | 2.9% |
| 부 | 2 | 2.9% |
| 종 | 2 | 2.9% |
| 로 | 2 | 2.9% |
| Other values (35) | 39 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 69 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 6 | 8.7% |
| 강 | 4 | 5.8% |
| 동 | 4 | 5.8% |
| 대 | 3 | 4.3% |
| 문 | 3 | 4.3% |
| 천 | 2 | 2.9% |
| 중 | 2 | 2.9% |
| 부 | 2 | 2.9% |
| 종 | 2 | 2.9% |
| 로 | 2 | 2.9% |
| Other values (35) | 39 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 69 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 서 | 6 | 8.7% |
| 강 | 4 | 5.8% |
| 동 | 4 | 5.8% |
| 대 | 3 | 4.3% |
| 문 | 3 | 4.3% |
| 천 | 2 | 2.9% |
| 중 | 2 | 2.9% |
| 부 | 2 | 2.9% |
| 종 | 2 | 2.9% |
| 로 | 2 | 2.9% |
| Other values (35) | 39 |
2004년
Real number (ℝ)
MISSING ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 2 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.2 |
| Minimum | 0 |
|---|---|
| Maximum | 456 |
| Zeros | 8 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.25 |
| median | 5 |
| Q3 | 15.25 |
| 95-th percentile | 36.8 |
| Maximum | 456 |
| Range | 456 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 82.371907 |
|---|---|
| Coefficient of variation (CV) | 3.5505132 |
| Kurtosis | 28.995788 |
| Mean | 23.2 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 5.3473399 |
| Sum | 696 |
| Variance | 6785.131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 4 | 3 | 9.4% |
| 6 | 2 | 6.2% |
| 5 | 2 | 6.2% |
| 19 | 2 | 6.2% |
| 1 | 2 | 6.2% |
| 13 | 1 | 3.1% |
| 44 | 1 | 3.1% |
| 2 | 1 | 3.1% |
| 7 | 1 | 3.1% |
| Other values (7) | 7 | |
| (Missing) | 2 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 2 | 6.2% |
| 2 | 1 | 3.1% |
| 4 | 3 | 9.4% |
| 5 | 2 | 6.2% |
| 6 | 2 | 6.2% |
| 7 | 1 | 3.1% |
| 8 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 456 | 1 | |
| 44 | 1 | |
| 28 | 1 | |
| 20 | 1 | |
| 19 | 2 | |
| 18 | 1 | |
| 16 | 1 | |
| 13 | 1 | |
| 10 | 1 | |
| 8 | 1 |
2005년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.4375 |
| Minimum | 0 |
|---|---|
| Maximum | 646 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.75 |
| Q1 | 25.5 |
| median | 43 |
| Q3 | 65.5 |
| 95-th percentile | 119.8 |
| Maximum | 646 |
| Range | 646 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 110.06712 |
|---|---|
| Coefficient of variation (CV) | 1.682019 |
| Kurtosis | 27.020022 |
| Mean | 65.4375 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 5.0182007 |
| Sum | 2094 |
| Variance | 12114.77 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 26 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 16 | 1 | 3.1% |
| 40 | 1 | 3.1% |
| 77 | 1 | 3.1% |
| 7 | 1 | 3.1% |
| 78 | 1 | 3.1% |
| 31 | 1 | 3.1% |
| 39 | 1 | 3.1% |
| 2 | 1 | 3.1% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 2 | 1 | |
| 7 | 1 | |
| 13 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 26 | 2 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 646 | 1 | |
| 122 | 1 | |
| 118 | 1 | |
| 83 | 1 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 70 | 1 | |
| 64 | 1 | |
| 62 | 1 |
2006년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.5 |
| Minimum | 0 |
|---|---|
| Maximum | 291 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.55 |
| Q1 | 25 |
| median | 43 |
| Q3 | 78.75 |
| 95-th percentile | 221 |
| Maximum | 291 |
| Range | 291 |
| Interquartile range (IQR) | 53.75 |
Descriptive statistics
| Standard deviation | 68.237252 |
|---|---|
| Coefficient of variation (CV) | 1.0417901 |
| Kurtosis | 3.9858795 |
| Mean | 65.5 |
| Median Absolute Deviation (MAD) | 26.5 |
| Skewness | 1.9926233 |
| Sum | 2096 |
| Variance | 4656.3226 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 40 | 2 | 6.2% |
| 46 | 2 | 6.2% |
| 25 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 203 | 1 | 3.1% |
| 29 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| 61 | 1 | 3.1% |
| 12 | 1 | 3.1% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 25 | 2 | |
| 26 | 1 | |
| 27 | 1 |
| Value | Count | Frequency (%) |
| 291 | 1 | |
| 243 | 1 | |
| 203 | 1 | |
| 120 | 1 | |
| 111 | 1 | |
| 108 | 1 | |
| 106 | 1 | |
| 87 | 1 | |
| 76 | 1 | |
| 71 | 1 |
2007년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 84.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.3125 |
| Minimum | 0 |
|---|---|
| Maximum | 350 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 18.5 |
| median | 34 |
| Q3 | 64.75 |
| 95-th percentile | 165.15 |
| Maximum | 350 |
| Range | 350 |
| Interquartile range (IQR) | 46.25 |
Descriptive statistics
| Standard deviation | 73.04459 |
|---|---|
| Coefficient of variation (CV) | 1.211102 |
| Kurtosis | 7.1052838 |
| Mean | 60.3125 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 2.4111667 |
| Sum | 1930 |
| Variance | 5335.5121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 8 | 2 | 6.2% |
| 19 | 2 | 6.2% |
| 64 | 2 | 6.2% |
| 20 | 2 | 6.2% |
| 31 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 72 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 67 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 5 | 1 | |
| 8 | 2 | |
| 14 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 19 | 2 | |
| 20 | 2 | |
| 23 | 1 |
| Value | Count | Frequency (%) |
| 350 | 1 | |
| 169 | 1 | |
| 162 | 1 | |
| 158 | 1 | |
| 151 | 1 | |
| 144 | 1 | |
| 72 | 1 | |
| 67 | 1 | |
| 64 | 2 | |
| 58 | 1 |
2008년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 84.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.3125 |
| Minimum | 0 |
|---|---|
| Maximum | 350 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 18.5 |
| median | 34 |
| Q3 | 64.75 |
| 95-th percentile | 165.15 |
| Maximum | 350 |
| Range | 350 |
| Interquartile range (IQR) | 46.25 |
Descriptive statistics
| Standard deviation | 73.04459 |
|---|---|
| Coefficient of variation (CV) | 1.211102 |
| Kurtosis | 7.1052838 |
| Mean | 60.3125 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 2.4111667 |
| Sum | 1930 |
| Variance | 5335.5121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 8 | 2 | 6.2% |
| 19 | 2 | 6.2% |
| 64 | 2 | 6.2% |
| 20 | 2 | 6.2% |
| 31 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 72 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 67 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 5 | 1 | |
| 8 | 2 | |
| 14 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 19 | 2 | |
| 20 | 2 | |
| 23 | 1 |
| Value | Count | Frequency (%) |
| 350 | 1 | |
| 169 | 1 | |
| 162 | 1 | |
| 158 | 1 | |
| 151 | 1 | |
| 144 | 1 | |
| 72 | 1 | |
| 67 | 1 | |
| 64 | 2 | |
| 58 | 1 |
2009년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.09375 |
| Minimum | 15 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 19.1 |
| Q1 | 26 |
| median | 37 |
| Q3 | 49.5 |
| 95-th percentile | 104.75 |
| Maximum | 144 |
| Range | 129 |
| Interquartile range (IQR) | 23.5 |
Descriptive statistics
| Standard deviation | 29.207113 |
|---|---|
| Coefficient of variation (CV) | 0.64769758 |
| Kurtosis | 3.8717067 |
| Mean | 45.09375 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.9480878 |
| Sum | 1443 |
| Variance | 853.05544 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 38 | 2 | 6.2% |
| 26 | 2 | 6.2% |
| 49 | 2 | 6.2% |
| 32 | 2 | 6.2% |
| 35 | 2 | 6.2% |
| 20 | 2 | 6.2% |
| 39 | 2 | 6.2% |
| 28 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 44 | 1 | 3.1% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 15 | 1 | |
| 18 | 1 | |
| 20 | 2 | |
| 22 | 1 | |
| 23 | 1 | |
| 25 | 1 | |
| 26 | 2 | |
| 28 | 1 | |
| 32 | 2 | |
| 34 | 1 |
| Value | Count | Frequency (%) |
| 144 | 1 | |
| 113 | 1 | |
| 98 | 1 | |
| 93 | 1 | |
| 65 | 1 | |
| 57 | 1 | |
| 54 | 1 | |
| 51 | 1 | |
| 49 | 2 | |
| 45 | 1 |
2010년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.9375 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.1 |
| Q1 | 6 |
| median | 14.5 |
| Q3 | 26.75 |
| 95-th percentile | 50.15 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 20.75 |
Descriptive statistics
| Standard deviation | 20.028911 |
|---|---|
| Coefficient of variation (CV) | 1.0045849 |
| Kurtosis | 8.3875497 |
| Mean | 19.9375 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 2.4958008 |
| Sum | 638 |
| Variance | 401.15726 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 6 | 4 | 12.5% |
| 9 | 2 | 6.2% |
| 30 | 2 | 6.2% |
| 5 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 25 | 1 | 3.1% |
| 2 | 1 | 3.1% |
| 12 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 10 | 1 | 3.1% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | 3.1% |
| 2 | 1 | 3.1% |
| 4 | 1 | 3.1% |
| 5 | 2 | |
| 6 | 4 | |
| 8 | 1 | 3.1% |
| 9 | 2 | |
| 10 | 1 | 3.1% |
| 11 | 1 | 3.1% |
| 12 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 102 | 1 | |
| 54 | 1 | |
| 47 | 1 | |
| 40 | 1 | |
| 32 | 1 | |
| 30 | 2 | |
| 29 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 23 | 1 |
2011년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28 |
| Minimum | 0 |
|---|---|
| Maximum | 121 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.55 |
| Q1 | 8 |
| median | 18 |
| Q3 | 34 |
| 95-th percentile | 81.9 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 28.563455 |
|---|---|
| Coefficient of variation (CV) | 1.0201234 |
| Kurtosis | 2.6294237 |
| Mean | 28 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.6629812 |
| Sum | 896 |
| Variance | 815.87097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 8 | 2 | 6.2% |
| 34 | 2 | 6.2% |
| 7 | 2 | 6.2% |
| 9 | 2 | 6.2% |
| 6 | 2 | 6.2% |
| 18 | 2 | 6.2% |
| 0 | 1 | 3.1% |
| 70 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 24 | 1 | 3.1% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 83 | 1 | |
| 81 | 1 | |
| 70 | 1 | |
| 68 | 1 | |
| 50 | 1 | |
| 40 | 1 | |
| 34 | 2 | |
| 32 | 1 | |
| 31 | 1 |
2012년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.3125 |
| Minimum | 3 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6.85 |
| Q1 | 13.75 |
| median | 26.5 |
| Q3 | 54.5 |
| 95-th percentile | 116.8 |
| Maximum | 250 |
| Range | 247 |
| Interquartile range (IQR) | 40.75 |
Descriptive statistics
| Standard deviation | 48.814618 |
|---|---|
| Coefficient of variation (CV) | 1.1015993 |
| Kurtosis | 9.5784711 |
| Mean | 44.3125 |
| Median Absolute Deviation (MAD) | 16.5 |
| Skewness | 2.6943337 |
| Sum | 1418 |
| Variance | 2382.8669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 10 | 3 | 9.4% |
| 14 | 2 | 6.2% |
| 13 | 2 | 6.2% |
| 15 | 2 | 6.2% |
| 3 | 2 | 6.2% |
| 53 | 2 | 6.2% |
| 52 | 2 | 6.2% |
| 23 | 2 | 6.2% |
| 250 | 1 | 3.1% |
| 41 | 1 | 3.1% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 3 | 2 | |
| 10 | 3 | |
| 11 | 1 | 3.1% |
| 13 | 2 | |
| 14 | 2 | |
| 15 | 2 | |
| 18 | 1 | 3.1% |
| 19 | 1 | 3.1% |
| 23 | 2 | |
| 30 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 250 | 1 | |
| 119 | 1 | |
| 115 | 1 | |
| 88 | 1 | |
| 79 | 1 | |
| 71 | 1 | |
| 67 | 1 | |
| 59 | 1 | |
| 53 | 2 | |
| 52 | 2 |
2013년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 26 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45 |
| Minimum | 4 |
|---|---|
| Maximum | 297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.55 |
| Q1 | 12 |
| median | 29.5 |
| Q3 | 54.75 |
| 95-th percentile | 134.25 |
| Maximum | 297 |
| Range | 293 |
| Interquartile range (IQR) | 42.75 |
Descriptive statistics
| Standard deviation | 57.160216 |
|---|---|
| Coefficient of variation (CV) | 1.270227 |
| Kurtosis | 12.051776 |
| Mean | 45 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 3.1309774 |
| Sum | 1440 |
| Variance | 3267.2903 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 25 | 2 | 6.2% |
| 9 | 2 | 6.2% |
| 67 | 2 | 6.2% |
| 35 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 12 | 2 | 6.2% |
| 297 | 1 | 3.1% |
| 40 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 37 | 1 | 3.1% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 4 | 2 | |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 2 | |
| 11 | 1 | |
| 12 | 2 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 |
| Value | Count | Frequency (%) |
| 297 | 1 | |
| 137 | 1 | |
| 132 | 1 | |
| 94 | 1 | |
| 67 | 2 | |
| 66 | 1 | |
| 60 | 1 | |
| 53 | 1 | |
| 43 | 1 | |
| 40 | 1 |
2014년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.78125 |
| Minimum | 1 |
|---|---|
| Maximum | 392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.55 |
| Q1 | 18 |
| median | 29.5 |
| Q3 | 56.5 |
| 95-th percentile | 131.05 |
| Maximum | 392 |
| Range | 391 |
| Interquartile range (IQR) | 38.5 |
Descriptive statistics
| Standard deviation | 70.540647 |
|---|---|
| Coefficient of variation (CV) | 1.4170124 |
| Kurtosis | 18.658744 |
| Mean | 49.78125 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 4.0034539 |
| Sum | 1593 |
| Variance | 4975.9829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 53 | 2 | 6.2% |
| 12 | 2 | 6.2% |
| 29 | 2 | 6.2% |
| 61 | 2 | 6.2% |
| 21 | 2 | 6.2% |
| 30 | 2 | 6.2% |
| 20 | 2 | 6.2% |
| 392 | 1 | 3.1% |
| 68 | 1 | 3.1% |
| 46 | 1 | 3.1% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 9 | 1 | |
| 12 | 2 | |
| 13 | 1 | |
| 15 | 1 | |
| 19 | 1 | |
| 20 | 2 | |
| 21 | 2 |
| Value | Count | Frequency (%) |
| 392 | 1 | |
| 158 | 1 | |
| 109 | 1 | |
| 78 | 1 | |
| 68 | 1 | |
| 62 | 1 | |
| 61 | 2 | |
| 55 | 1 | |
| 53 | 2 | |
| 46 | 1 |
2015년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.0625 |
| Minimum | 4 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8.55 |
| Q1 | 18.75 |
| median | 36.5 |
| Q3 | 60.25 |
| 95-th percentile | 122.4 |
| Maximum | 440 |
| Range | 436 |
| Interquartile range (IQR) | 41.5 |
Descriptive statistics
| Standard deviation | 77.088109 |
|---|---|
| Coefficient of variation (CV) | 1.4259072 |
| Kurtosis | 21.426426 |
| Mean | 54.0625 |
| Median Absolute Deviation (MAD) | 20.5 |
| Skewness | 4.3325061 |
| Sum | 1730 |
| Variance | 5942.5766 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 9 | 2 | 6.2% |
| 26 | 2 | 6.2% |
| 32 | 2 | 6.2% |
| 39 | 2 | 6.2% |
| 440 | 1 | 3.1% |
| 99 | 1 | 3.1% |
| 45 | 1 | 3.1% |
| 58 | 1 | 3.1% |
| 47 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 8 | 1 | |
| 9 | 2 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 22 | 1 | |
| 26 | 2 |
| Value | Count | Frequency (%) |
| 440 | 1 | |
| 151 | 1 | |
| 99 | 1 | |
| 80 | 1 | |
| 76 | 1 | |
| 73 | 1 | |
| 71 | 1 | |
| 67 | 1 | |
| 58 | 1 | |
| 56 | 1 |
2016년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.3125 |
| Minimum | 9 |
|---|---|
| Maximum | 881 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 10.55 |
| Q1 | 25 |
| median | 50 |
| Q3 | 92 |
| 95-th percentile | 138.65 |
| Maximum | 881 |
| Range | 872 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 150.86448 |
|---|---|
| Coefficient of variation (CV) | 1.8108265 |
| Kurtosis | 27.309273 |
| Mean | 83.3125 |
| Median Absolute Deviation (MAD) | 33.5 |
| Skewness | 5.0537189 |
| Sum | 2666 |
| Variance | 22760.093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 50 | 2 | 6.2% |
| 83 | 2 | 6.2% |
| 25 | 2 | 6.2% |
| 27 | 2 | 6.2% |
| 881 | 1 | 3.1% |
| 114 | 1 | 3.1% |
| 67 | 1 | 3.1% |
| 37 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 131 | 1 | 3.1% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 16 | 1 | |
| 21 | 1 | |
| 25 | 2 | |
| 27 | 2 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 881 | 1 | |
| 148 | 1 | |
| 131 | 1 | |
| 115 | 1 | |
| 114 | 1 | |
| 105 | 1 | |
| 99 | 1 | |
| 95 | 1 | |
| 91 | 1 | |
| 86 | 1 |
2017년
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.71875 |
| Minimum | 1 |
|---|---|
| Maximum | 472 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.55 |
| Q1 | 22.75 |
| median | 42.5 |
| Q3 | 61 |
| 95-th percentile | 89.15 |
| Maximum | 472 |
| Range | 471 |
| Interquartile range (IQR) | 38.25 |
Descriptive statistics
| Standard deviation | 80.254126 |
|---|---|
| Coefficient of variation (CV) | 1.4939686 |
| Kurtosis | 25.618898 |
| Mean | 53.71875 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 4.8273556 |
| Sum | 1719 |
| Variance | 6440.7248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 43 | 2 | 6.2% |
| 24 | 2 | 6.2% |
| 472 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 64 | 1 | 3.1% |
| 22 | 1 | 3.1% |
| 25 | 1 | 3.1% |
| 59 | 1 | 3.1% |
| 14 | 1 | 3.1% |
| 60 | 1 | 3.1% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 9 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 22 | 1 | |
| 23 | 1 | |
| 24 | 2 |
| Value | Count | Frequency (%) |
| 472 | 1 | |
| 104 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 69 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 64 | 1 | |
| 60 | 1 | |
| 59 | 1 |
2018년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.3125 |
| Minimum | 0 |
|---|---|
| Maximum | 319 |
| Zeros | 2 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.1 |
| Q1 | 15.75 |
| median | 28.5 |
| Q3 | 47 |
| 95-th percentile | 92.3 |
| Maximum | 319 |
| Range | 319 |
| Interquartile range (IQR) | 31.25 |
Descriptive statistics
| Standard deviation | 56.364847 |
|---|---|
| Coefficient of variation (CV) | 1.3643533 |
| Kurtosis | 19.911772 |
| Mean | 41.3125 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 4.1076056 |
| Sum | 1322 |
| Variance | 3176.996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 2 | 6.2% |
| 40 | 2 | 6.2% |
| 17 | 2 | 6.2% |
| 319 | 1 | 3.1% |
| 77 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 50 | 1 | 3.1% |
| 60 | 1 | 3.1% |
| 44 | 1 | 3.1% |
| 19 | 1 | 3.1% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 2 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 319 | 1 | |
| 111 | 1 | |
| 77 | 1 | |
| 66 | 1 | |
| 60 | 1 | |
| 57 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 46 | 1 | |
| 44 | 1 |
2019년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.78125 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 1 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.65 |
| Q1 | 9.5 |
| median | 22.5 |
| Q3 | 40.25 |
| 95-th percentile | 57.35 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 30.75 |
Descriptive statistics
| Standard deviation | 39.463118 |
|---|---|
| Coefficient of variation (CV) | 1.2820505 |
| Kurtosis | 19.754574 |
| Mean | 30.78125 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 4.0429451 |
| Sum | 985 |
| Variance | 1557.3377 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 5 | 2 | 6.2% |
| 31 | 2 | 6.2% |
| 6 | 2 | 6.2% |
| 225 | 1 | 3.1% |
| 20 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 25 | 1 | 3.1% |
| 21 | 1 | 3.1% |
| 48 | 1 | 3.1% |
| 11 | 1 | 3.1% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 2 | 1 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 14 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 225 | 1 | |
| 59 | 1 | |
| 56 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 31 | 2 |
2020년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.34375 |
| Minimum | 0 |
|---|---|
| Maximum | 168 |
| Zeros | 2 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.1 |
| Q1 | 5.75 |
| median | 14.5 |
| Q3 | 21.25 |
| 95-th percentile | 34.9 |
| Maximum | 168 |
| Range | 168 |
| Interquartile range (IQR) | 15.5 |
Descriptive statistics
| Standard deviation | 28.926614 |
|---|---|
| Coefficient of variation (CV) | 1.4953985 |
| Kurtosis | 24.048186 |
| Mean | 19.34375 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 4.6218349 |
| Sum | 619 |
| Variance | 836.74899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 11 | 3 | 9.4% |
| 18 | 3 | 9.4% |
| 16 | 2 | 6.2% |
| 2 | 2 | 6.2% |
| 0 | 2 | 6.2% |
| 4 | 2 | 6.2% |
| 13 | 2 | 6.2% |
| 168 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 22 | 1 | 3.1% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 2 | |
| 3 | 1 | 3.1% |
| 4 | 2 | |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 8 | 1 | 3.1% |
| 11 | 3 | |
| 13 | 2 | |
| 14 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 168 | 1 | 3.1% |
| 36 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 33 | 1 | 3.1% |
| 29 | 1 | 3.1% |
| 28 | 1 | 3.1% |
| 23 | 1 | 3.1% |
| 22 | 1 | 3.1% |
| 21 | 1 | 3.1% |
| 18 | 3 |
2021년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 65.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.96875 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 2 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 420.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.55 |
| Q1 | 7 |
| median | 11 |
| Q3 | 15.25 |
| 95-th percentile | 38.6 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 8.25 |
Descriptive statistics
| Standard deviation | 14.202418 |
|---|---|
| Coefficient of variation (CV) | 1.0167279 |
| Kurtosis | 10.214015 |
| Mean | 13.96875 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.85285 |
| Sum | 447 |
| Variance | 201.70867 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 14 | 3 | 9.4% |
| 10 | 3 | 9.4% |
| 11 | 3 | 9.4% |
| 13 | 2 | 6.2% |
| 0 | 2 | 6.2% |
| 7 | 2 | 6.2% |
| 21 | 2 | 6.2% |
| 8 | 2 | 6.2% |
| 74 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | 3.1% |
| 2 | 1 | 3.1% |
| 3 | 1 | 3.1% |
| 5 | 1 | 3.1% |
| 6 | 1 | 3.1% |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 1 | 3.1% |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 74 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| 21 | 2 | |
| 18 | 1 | 3.1% |
| 17 | 1 | 3.1% |
| 16 | 1 | 3.1% |
| 15 | 1 | 3.1% |
| 14 | 3 | |
| 13 | 2 |
| 관서명 | 2004년 | 2005년 | 2006년 | 2007년 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 관서명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2004년 | 1.000 | 1.000 | 1.000 | 1.000 | 0.174 | 0.174 | 0.812 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.115 |
| 2005년 | 1.000 | 1.000 | 1.000 | 0.787 | 0.225 | 0.225 | 0.477 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 2006년 | 1.000 | 1.000 | 0.787 | 1.000 | 0.278 | 0.278 | 0.448 | 0.678 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.635 | 0.000 |
| 2007년 | 1.000 | 0.174 | 0.225 | 0.278 | 1.000 | 1.000 | 0.743 | 0.672 | 0.492 | 0.468 | 0.208 | 0.000 | 0.806 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 2008년 | 1.000 | 0.174 | 0.225 | 0.278 | 1.000 | 1.000 | 0.743 | 0.672 | 0.492 | 0.468 | 0.208 | 0.000 | 0.806 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 2009년 | 1.000 | 0.812 | 0.477 | 0.448 | 0.743 | 0.743 | 1.000 | 0.868 | 0.794 | 0.577 | 0.426 | 0.691 | 0.337 | 0.000 | 0.000 | 0.000 | 0.254 | 0.115 | 0.000 |
| 2010년 | 1.000 | 0.000 | 0.000 | 0.678 | 0.672 | 0.672 | 0.868 | 1.000 | 0.772 | 0.693 | 0.515 | 0.651 | 0.614 | 0.000 | 0.000 | 0.000 | 0.388 | 0.468 | 0.000 |
| 2011년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.492 | 0.492 | 0.794 | 0.772 | 1.000 | 0.735 | 0.691 | 0.849 | 0.779 | 0.000 | 0.000 | 0.697 | 0.818 | 0.520 | 0.000 |
| 2012년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.468 | 0.468 | 0.577 | 0.693 | 0.735 | 1.000 | 0.908 | 0.803 | 0.800 | 0.973 | 0.856 | 0.813 | 0.809 | 0.749 | 0.815 |
| 2013년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.208 | 0.208 | 0.426 | 0.515 | 0.691 | 0.908 | 1.000 | 0.849 | 0.814 | 0.951 | 0.811 | 0.878 | 0.794 | 0.740 | 0.942 |
| 2014년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.691 | 0.651 | 0.849 | 0.803 | 0.849 | 1.000 | 0.978 | 0.725 | 0.637 | 0.970 | 0.747 | 0.664 | 0.628 |
| 2015년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.806 | 0.806 | 0.337 | 0.614 | 0.779 | 0.800 | 0.814 | 0.978 | 1.000 | 0.764 | 0.641 | 0.967 | 0.714 | 0.642 | 0.685 |
| 2016년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.973 | 0.951 | 0.725 | 0.764 | 1.000 | 0.688 | 0.737 | 0.680 | 0.660 | 0.941 |
| 2017년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.856 | 0.811 | 0.637 | 0.641 | 0.688 | 1.000 | 0.685 | 0.915 | 0.896 | 0.925 |
| 2018년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.697 | 0.813 | 0.878 | 0.970 | 0.967 | 0.737 | 0.685 | 1.000 | 0.768 | 0.667 | 0.732 |
| 2019년 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.254 | 0.388 | 0.818 | 0.809 | 0.794 | 0.747 | 0.714 | 0.680 | 0.915 | 0.768 | 1.000 | 0.889 | 0.831 |
| 2020년 | 1.000 | 0.000 | 0.000 | 0.635 | 0.000 | 0.000 | 0.115 | 0.468 | 0.520 | 0.749 | 0.740 | 0.664 | 0.642 | 0.660 | 0.896 | 0.667 | 0.889 | 1.000 | 0.702 |
| 2021년 | 1.000 | 0.115 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.815 | 0.942 | 0.628 | 0.685 | 0.941 | 0.925 | 0.732 | 0.831 | 0.702 | 1.000 |
| 2004년 | 2005년 | 2006년 | 2007년 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2004년 | 1.000 | 0.412 | 0.350 | 0.487 | 0.487 | 0.033 | 0.411 | 0.208 | -0.114 | -0.129 | -0.041 | -0.109 | -0.266 | -0.224 | -0.226 | -0.268 | 0.074 | -0.158 |
| 2005년 | 0.412 | 1.000 | 0.520 | 0.519 | 0.519 | 0.133 | 0.268 | 0.108 | -0.115 | -0.031 | -0.077 | -0.156 | -0.132 | 0.002 | -0.042 | -0.182 | -0.020 | 0.065 |
| 2006년 | 0.350 | 0.520 | 1.000 | 0.544 | 0.544 | 0.106 | 0.275 | 0.038 | -0.259 | -0.185 | -0.181 | -0.359 | -0.258 | -0.342 | -0.365 | -0.317 | 0.056 | -0.173 |
| 2007년 | 0.487 | 0.519 | 0.544 | 1.000 | 1.000 | 0.213 | 0.306 | 0.039 | -0.191 | -0.183 | -0.245 | -0.233 | -0.294 | -0.286 | -0.211 | -0.355 | 0.024 | -0.247 |
| 2008년 | 0.487 | 0.519 | 0.544 | 1.000 | 1.000 | 0.213 | 0.306 | 0.039 | -0.191 | -0.183 | -0.245 | -0.233 | -0.294 | -0.286 | -0.211 | -0.355 | 0.024 | -0.247 |
| 2009년 | 0.033 | 0.133 | 0.106 | 0.213 | 0.213 | 1.000 | 0.444 | 0.527 | 0.411 | 0.451 | 0.529 | 0.396 | 0.349 | 0.160 | 0.252 | 0.315 | 0.389 | 0.235 |
| 2010년 | 0.411 | 0.268 | 0.275 | 0.306 | 0.306 | 0.444 | 1.000 | 0.804 | 0.349 | 0.446 | 0.415 | 0.392 | 0.133 | 0.066 | 0.129 | 0.280 | 0.490 | 0.100 |
| 2011년 | 0.208 | 0.108 | 0.038 | 0.039 | 0.039 | 0.527 | 0.804 | 1.000 | 0.564 | 0.588 | 0.556 | 0.545 | 0.278 | 0.305 | 0.353 | 0.524 | 0.483 | 0.225 |
| 2012년 | -0.114 | -0.115 | -0.259 | -0.191 | -0.191 | 0.411 | 0.349 | 0.564 | 1.000 | 0.843 | 0.748 | 0.797 | 0.719 | 0.677 | 0.778 | 0.701 | 0.639 | 0.477 |
| 2013년 | -0.129 | -0.031 | -0.185 | -0.183 | -0.183 | 0.451 | 0.446 | 0.588 | 0.843 | 1.000 | 0.883 | 0.883 | 0.738 | 0.686 | 0.820 | 0.832 | 0.685 | 0.598 |
| 2014년 | -0.041 | -0.077 | -0.181 | -0.245 | -0.245 | 0.529 | 0.415 | 0.556 | 0.748 | 0.883 | 1.000 | 0.914 | 0.770 | 0.682 | 0.738 | 0.824 | 0.647 | 0.699 |
| 2015년 | -0.109 | -0.156 | -0.359 | -0.233 | -0.233 | 0.396 | 0.392 | 0.545 | 0.797 | 0.883 | 0.914 | 1.000 | 0.816 | 0.707 | 0.786 | 0.814 | 0.563 | 0.618 |
| 2016년 | -0.266 | -0.132 | -0.258 | -0.294 | -0.294 | 0.349 | 0.133 | 0.278 | 0.719 | 0.738 | 0.770 | 0.816 | 1.000 | 0.714 | 0.685 | 0.667 | 0.531 | 0.534 |
| 2017년 | -0.224 | 0.002 | -0.342 | -0.286 | -0.286 | 0.160 | 0.066 | 0.305 | 0.677 | 0.686 | 0.682 | 0.707 | 0.714 | 1.000 | 0.734 | 0.751 | 0.385 | 0.646 |
| 2018년 | -0.226 | -0.042 | -0.365 | -0.211 | -0.211 | 0.252 | 0.129 | 0.353 | 0.778 | 0.820 | 0.738 | 0.786 | 0.685 | 0.734 | 1.000 | 0.840 | 0.579 | 0.722 |
| 2019년 | -0.268 | -0.182 | -0.317 | -0.355 | -0.355 | 0.315 | 0.280 | 0.524 | 0.701 | 0.832 | 0.824 | 0.814 | 0.667 | 0.751 | 0.840 | 1.000 | 0.701 | 0.700 |
| 2020년 | 0.074 | -0.020 | 0.056 | 0.024 | 0.024 | 0.389 | 0.490 | 0.483 | 0.639 | 0.685 | 0.647 | 0.563 | 0.531 | 0.385 | 0.579 | 0.701 | 1.000 | 0.498 |
| 2021년 | -0.158 | 0.065 | -0.173 | -0.247 | -0.247 | 0.235 | 0.100 | 0.225 | 0.477 | 0.598 | 0.699 | 0.618 | 0.534 | 0.646 | 0.722 | 0.700 | 0.498 | 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.
| 관서명 | 2004년 | 2005년 | 2006년 | 2007년 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 서울청 | 0 | 0 | 0 | 0 | 0 | 38 | 0 | 0 | 250 | 297 | 392 | 440 | 881 | 472 | 319 | 225 | 168 | 74 |
| 1 | 중부 | 6 | 16 | 108 | 169 | 169 | 20 | 6 | 6 | 23 | 12 | 15 | 19 | 38 | 24 | 17 | 8 | 18 | 8 |
| 2 | 종로 | 0 | 13 | 14 | 8 | 8 | 65 | 4 | 14 | 14 | 25 | 53 | 37 | 31 | 48 | 23 | 27 | 2 | 13 |
| 3 | 남대문 | 4 | 38 | 76 | 19 | 19 | 23 | 14 | 8 | 14 | 9 | 12 | 9 | 16 | 18 | 0 | 2 | 0 | 0 |
| 4 | 서대문 | 1 | 122 | 111 | 64 | 64 | 45 | 6 | 11 | 23 | 12 | 29 | 26 | 115 | 66 | 25 | 19 | 17 | 14 |
| 5 | 용산 | 19 | 70 | 291 | 144 | 144 | 93 | 47 | 34 | 13 | 27 | 19 | 8 | 10 | 1 | 2 | 10 | 34 | 7 |
| 6 | 성북 | 1 | 76 | 27 | 20 | 20 | 22 | 8 | 8 | 10 | 5 | 5 | 9 | 11 | 5 | 6 | 5 | 3 | 2 |
| 7 | 마포 | <NA> | 57 | 106 | 19 | 19 | 28 | 40 | 50 | 67 | 67 | 62 | 67 | 83 | 65 | 32 | 31 | 18 | 21 |
| 8 | 영등포 | 13 | 83 | 71 | 58 | 58 | 57 | 26 | 68 | 119 | 60 | 61 | 40 | 71 | 69 | 57 | 41 | 28 | 14 |
| 9 | 성동 | 6 | 52 | 6 | 162 | 162 | 25 | 15 | 7 | 15 | 11 | 12 | 26 | 25 | 42 | 20 | 5 | 6 | 13 |
| 관서명 | 2004년 | 2005년 | 2006년 | 2007년 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 방배 | 4 | 45 | 243 | 40 | 40 | 26 | 6 | 1 | 10 | 8 | 1 | 4 | 9 | 4 | 0 | 0 | 0 | 3 |
| 23 | 은평 | 18 | 26 | 25 | 5 | 5 | 20 | 5 | 9 | 3 | 4 | 9 | 11 | 27 | 12 | 7 | 6 | 4 | 11 |
| 24 | 도봉 | 0 | 26 | 7 | 1 | 1 | 51 | 6 | 9 | 52 | 13 | 20 | 35 | 99 | 35 | 17 | 14 | 8 | 8 |
| 25 | 수서 | 0 | 2 | 12 | 8 | 8 | 49 | 17 | 40 | 88 | 132 | 158 | 151 | 131 | 60 | 111 | 50 | 16 | 18 |
| 26 | 혜화 | 19 | 39 | 61 | 350 | 350 | 144 | 30 | 83 | 42 | 15 | 21 | 32 | 13 | 14 | 19 | 11 | 11 | 7 |
| 27 | 동대문 | 4 | 31 | 18 | 17 | 17 | 18 | 12 | 81 | 53 | 32 | 21 | 39 | 25 | 59 | 44 | 48 | 15 | 10 |
| 28 | 동작 | 0 | 78 | 46 | 64 | 64 | 32 | 2 | 2 | 15 | 35 | 13 | 13 | 37 | 25 | 60 | 21 | 13 | 11 |
| 29 | 광진 | 0 | 7 | 34 | 31 | 31 | 44 | 30 | 24 | 30 | 35 | 45 | 47 | 67 | 22 | 50 | 31 | 22 | 14 |
| 30 | 강북 | 8 | 77 | 40 | 67 | 67 | 35 | 9 | 13 | 18 | 37 | 46 | 58 | 50 | 43 | 43 | 25 | 5 | 17 |
| 31 | 금천 | 5 | 40 | 29 | 43 | 43 | 39 | 9 | 18 | 53 | 43 | 30 | 45 | 114 | 64 | 40 | 17 | 4 | 1 |