Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 26 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.5 KiB |
| Average record size in memory | 139.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 13 |
| Categorical | 1 |
Dataset
| Description | 서울주택도시공사의 자치구별 임대주택 현황( 영구임대 영구임대,공공임대,국민임대,장기전세,주거환경,외국인임대,행복주택,재개발임대,역세권청년,다가구,도시형생활주택,전세임대,장기안심,기타임대)입니다.(단위 : 세대수) |
|---|---|
| Author | 서울주택도시공사 |
| URL | https://www.data.go.kr/data/15063237/fileData.do |
영구임대 is highly overall correlated with 공공임대 and 2 other fields | High correlation |
공공임대 is highly overall correlated with 영구임대 | High correlation |
국민임대 is highly overall correlated with 장기전세 and 2 other fields | High correlation |
장기전세 is highly overall correlated with 국민임대 and 3 other fields | High correlation |
행복주택 is highly overall correlated with 국민임대 and 4 other fields | High correlation |
다가구 is highly overall correlated with 도시형생활주택 and 2 other fields | High correlation |
도시형생활주택 is highly overall correlated with 행복주택 and 1 other fields | High correlation |
전세임대 is highly overall correlated with 다가구 and 1 other fields | High correlation |
장기안심 is highly overall correlated with 다가구 and 1 other fields | High correlation |
기타임대 is highly overall correlated with 영구임대 and 3 other fields | High correlation |
외국인임대 is highly overall correlated with 영구임대 and 2 other fields | High correlation |
외국인임대 is highly imbalanced (70.5%) | Imbalance |
자치구 has unique values | Unique |
다가구 has unique values | Unique |
도시형생활주택 has unique values | Unique |
전세임대 has unique values | Unique |
장기안심 has unique values | Unique |
영구임대 has 20 (76.9%) zeros | Zeros |
공공임대 has 18 (69.2%) zeros | Zeros |
국민임대 has 12 (46.2%) zeros | Zeros |
장기전세 has 4 (15.4%) zeros | Zeros |
주거환경 has 18 (69.2%) zeros | Zeros |
행복주택 has 2 (7.7%) zeros | Zeros |
재개발임대 has 3 (11.5%) zeros | Zeros |
역세권청년 has 8 (30.8%) zeros | Zeros |
다가구 has 1 (3.8%) zeros | Zeros |
도시형생활주택 has 1 (3.8%) zeros | Zeros |
전세임대 has 1 (3.8%) zeros | Zeros |
장기안심 has 1 (3.8%) zeros | Zeros |
기타임대 has 8 (30.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 20:53:28.171873 |
|---|---|
| Analysis finished | 2023-12-12 20:53:46.184847 |
| Duration | 18.01 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
자치구
Text
UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 340.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 5 |
Characters and Unicode
| Total characters | 156 |
|---|---|
| Distinct characters | 41 |
| 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 | 26 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 강남구 |
|---|---|
| 2nd row | 강동구 |
| 3rd row | 강북구 |
| 4th row | 강서구 |
| 5th row | 관악구 |
| Value | Count | Frequency (%) |
| 강남구 | 1 | 3.8% |
| 강동구 | 1 | 3.8% |
| 중랑구 | 1 | 3.8% |
| 중구 | 1 | 3.8% |
| 종로구 | 1 | 3.8% |
| 은평구 | 1 | 3.8% |
| 용산구 | 1 | 3.8% |
| 영등포구 | 1 | 3.8% |
| 양천구 | 1 | 3.8% |
| 송파구 | 1 | 3.8% |
| Other values (16) | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| 75 | ||
| 구 | 26 | 16.7% |
| 동 | 4 | 2.6% |
| 강 | 4 | 2.6% |
| 서 | 3 | 1.9% |
| 로 | 2 | 1.3% |
| 성 | 2 | 1.3% |
| 포 | 2 | 1.3% |
| 문 | 2 | 1.3% |
| 대 | 2 | 1.3% |
| Other values (31) | 34 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 81 | |
| Space Separator | 75 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 4.9% |
| 강 | 4 | 4.9% |
| 서 | 3 | 3.7% |
| 로 | 2 | 2.5% |
| 성 | 2 | 2.5% |
| 포 | 2 | 2.5% |
| 문 | 2 | 2.5% |
| 대 | 2 | 2.5% |
| 천 | 2 | 2.5% |
| Other values (30) | 32 |
Space Separator
| Value | Count | Frequency (%) |
| 75 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 81 | |
| Common | 75 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 4.9% |
| 강 | 4 | 4.9% |
| 서 | 3 | 3.7% |
| 로 | 2 | 2.5% |
| 성 | 2 | 2.5% |
| 포 | 2 | 2.5% |
| 문 | 2 | 2.5% |
| 대 | 2 | 2.5% |
| 천 | 2 | 2.5% |
| Other values (30) | 32 |
Common
| Value | Count | Frequency (%) |
| 75 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 81 | |
| ASCII | 75 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 75 |
Hangul
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 4.9% |
| 강 | 4 | 4.9% |
| 서 | 3 | 3.7% |
| 로 | 2 | 2.5% |
| 성 | 2 | 2.5% |
| 포 | 2 | 2.5% |
| 문 | 2 | 2.5% |
| 대 | 2 | 2.5% |
| 천 | 2 | 2.5% |
| Other values (30) | 32 |
영구임대
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 872 |
| Minimum | 0 |
|---|---|
| Maximum | 7441 |
| Zeros | 20 |
| Zeros (%) | 76.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5714.75 |
| Maximum | 7441 |
| Range | 7441 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2033.8991 |
|---|---|
| Coefficient of variation (CV) | 2.3324531 |
| Kurtosis | 5.0031013 |
| Mean | 872 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.410892 |
| Sum | 22672 |
| Variance | 4136745.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 4271 | 1 | 3.8% |
| 7441 | 1 | 3.8% |
| 6196 | 1 | 3.8% |
| 1807 | 1 | 3.8% |
| 146 | 1 | 3.8% |
| 2811 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 146 | 1 | 3.8% |
| 1807 | 1 | 3.8% |
| 2811 | 1 | 3.8% |
| 4271 | 1 | 3.8% |
| 6196 | 1 | 3.8% |
| 7441 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 7441 | 1 | 3.8% |
| 6196 | 1 | 3.8% |
| 4271 | 1 | 3.8% |
| 2811 | 1 | 3.8% |
| 1807 | 1 | 3.8% |
| 146 | 1 | 3.8% |
| 0 | 20 |
공공임대
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 670.46154 |
| Minimum | 0 |
|---|---|
| Maximum | 5492 |
| Zeros | 18 |
| Zeros (%) | 69.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 663.75 |
| 95-th percentile | 4247 |
| Maximum | 5492 |
| Range | 5492 |
| Interquartile range (IQR) | 663.75 |
Descriptive statistics
| Standard deviation | 1461.5762 |
|---|---|
| Coefficient of variation (CV) | 2.1799553 |
| Kurtosis | 5.8886463 |
| Mean | 670.46154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.544096 |
| Sum | 17432 |
| Variance | 2136205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1230 | 1 | 3.8% |
| 2870 | 1 | 3.8% |
| 5492 | 1 | 3.8% |
| 820 | 1 | 3.8% |
| 1258 | 1 | 3.8% |
| 4706 | 1 | 3.8% |
| 195 | 1 | 3.8% |
| 861 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 195 | 1 | 3.8% |
| 820 | 1 | 3.8% |
| 861 | 1 | 3.8% |
| 1230 | 1 | 3.8% |
| 1258 | 1 | 3.8% |
| 2870 | 1 | 3.8% |
| 4706 | 1 | 3.8% |
| 5492 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 5492 | 1 | 3.8% |
| 4706 | 1 | 3.8% |
| 2870 | 1 | 3.8% |
| 1258 | 1 | 3.8% |
| 1230 | 1 | 3.8% |
| 861 | 1 | 3.8% |
| 820 | 1 | 3.8% |
| 195 | 1 | 3.8% |
| 0 | 18 |
국민임대
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1209.1923 |
| Minimum | 0 |
|---|---|
| Maximum | 6404 |
| Zeros | 12 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 315 |
| Q3 | 1838 |
| 95-th percentile | 5203.75 |
| Maximum | 6404 |
| Range | 6404 |
| Interquartile range (IQR) | 1838 |
Descriptive statistics
| Standard deviation | 1812.2706 |
|---|---|
| Coefficient of variation (CV) | 1.4987447 |
| Kurtosis | 2.3287111 |
| Mean | 1209.1923 |
| Median Absolute Deviation (MAD) | 315 |
| Skewness | 1.7392453 |
| Sum | 31439 |
| Variance | 3284324.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1607 | 1 | 3.8% |
| 6404 | 1 | 3.8% |
| 4594 | 1 | 3.8% |
| 3190 | 1 | 3.8% |
| 693 | 1 | 3.8% |
| 1915 | 1 | 3.8% |
| 1957 | 1 | 3.8% |
| 400 | 1 | 3.8% |
| 254 | 1 | 3.8% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 254 | 1 | 3.8% |
| 376 | 1 | 3.8% |
| 400 | 1 | 3.8% |
| 693 | 1 | 3.8% |
| 1116 | 1 | 3.8% |
| 1440 | 1 | 3.8% |
| 1607 | 1 | 3.8% |
| 1915 | 1 | 3.8% |
| 1957 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 6404 | 1 | |
| 5407 | 1 | |
| 4594 | 1 | |
| 3190 | 1 | |
| 2086 | 1 | |
| 1957 | 1 | |
| 1915 | 1 | |
| 1607 | 1 | |
| 1440 | 1 | |
| 1116 | 1 |
장기전세
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1178.2692 |
| Minimum | 0 |
|---|---|
| Maximum | 5456 |
| Zeros | 4 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 45.75 |
| median | 223 |
| Q3 | 1958.25 |
| 95-th percentile | 4145.75 |
| Maximum | 5456 |
| Range | 5456 |
| Interquartile range (IQR) | 1912.5 |
Descriptive statistics
| Standard deviation | 1626.2645 |
|---|---|
| Coefficient of variation (CV) | 1.3802147 |
| Kurtosis | 0.65949395 |
| Mean | 1178.2692 |
| Median Absolute Deviation (MAD) | 223 |
| Skewness | 1.32646 |
| Sum | 30635 |
| Variance | 2644736.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0 | 4 | 15.4% |
| 2050 | 1 | 3.8% |
| 56 | 1 | 3.8% |
| 252 | 1 | 3.8% |
| 1683 | 1 | 3.8% |
| 3749 | 1 | 3.8% |
| 48 | 1 | 3.8% |
| 1633 | 1 | 3.8% |
| 3034 | 1 | 3.8% |
| 341 | 1 | 3.8% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 2 | 1 | 3.8% |
| 18 | 1 | 3.8% |
| 45 | 1 | 3.8% |
| 48 | 1 | 3.8% |
| 56 | 1 | 3.8% |
| 65 | 1 | 3.8% |
| 108 | 1 | 3.8% |
| 192 | 1 | 3.8% |
| 194 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 5456 | 1 | |
| 4216 | 1 | |
| 3935 | 1 | |
| 3749 | 1 | |
| 3034 | 1 | |
| 2123 | 1 | |
| 2050 | 1 | |
| 1683 | 1 | |
| 1633 | 1 | |
| 1171 | 1 |
주거환경
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.5 |
| Minimum | 0 |
|---|---|
| Maximum | 779 |
| Zeros | 18 |
| Zeros (%) | 69.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 85 |
| 95-th percentile | 302 |
| Maximum | 779 |
| Range | 779 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 168.81072 |
|---|---|
| Coefficient of variation (CV) | 2.2359036 |
| Kurtosis | 12.287429 |
| Mean | 75.5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2628852 |
| Sum | 1963 |
| Variance | 28497.06 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 330 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 779 | 1 | 3.8% |
| 218 | 1 | 3.8% |
| 178 | 1 | 3.8% |
| 25 | 1 | 3.8% |
| 175 | 1 | 3.8% |
| 153 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 25 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 153 | 1 | 3.8% |
| 175 | 1 | 3.8% |
| 178 | 1 | 3.8% |
| 218 | 1 | 3.8% |
| 330 | 1 | 3.8% |
| 779 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 779 | 1 | 3.8% |
| 330 | 1 | 3.8% |
| 218 | 1 | 3.8% |
| 178 | 1 | 3.8% |
| 175 | 1 | 3.8% |
| 153 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 25 | 1 | 3.8% |
| 0 | 18 |
외국인임대
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 340.0 B |
| 0 | |
|---|---|
| 175 | 1 |
| 2 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.0769231 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 175 | 1 | 3.8% |
| 2 | 1 | 3.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 175 | 1 | 3.8% |
| 2 | 1 | 3.8% |
행복주택
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 633.15385 |
| Minimum | 0 |
|---|---|
| Maximum | 2302 |
| Zeros | 2 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 162.5 |
| median | 339.5 |
| Q3 | 838.5 |
| 95-th percentile | 2096.75 |
| Maximum | 2302 |
| Range | 2302 |
| Interquartile range (IQR) | 676 |
Descriptive statistics
| Standard deviation | 701.54137 |
|---|---|
| Coefficient of variation (CV) | 1.1080109 |
| Kurtosis | 0.76597158 |
| Mean | 633.15385 |
| Median Absolute Deviation (MAD) | 291 |
| Skewness | 1.3752657 |
| Sum | 16462 |
| Variance | 492160.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.7% |
| 348 | 2 | 7.7% |
| 888 | 1 | 3.8% |
| 199 | 1 | 3.8% |
| 847 | 1 | 3.8% |
| 36 | 1 | 3.8% |
| 205 | 1 | 3.8% |
| 1952 | 1 | 3.8% |
| 137 | 1 | 3.8% |
| 331 | 1 | 3.8% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 36 | 1 | |
| 38 | 1 | |
| 59 | 1 | |
| 137 | 1 | |
| 153 | 1 | |
| 191 | 1 | |
| 199 | 1 | |
| 205 | 1 | |
| 255 | 1 |
| Value | Count | Frequency (%) |
| 2302 | 1 | |
| 2145 | 1 | |
| 1952 | 1 | |
| 1925 | 1 | |
| 1142 | 1 | |
| 888 | 1 | |
| 847 | 1 | |
| 813 | 1 | |
| 763 | 1 | |
| 592 | 1 |
재개발임대
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2627.6538 |
| Minimum | 0 |
|---|---|
| Maximum | 8214 |
| Zeros | 3 |
| Zeros (%) | 11.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 204.5 |
| median | 1943 |
| Q3 | 4441 |
| 95-th percentile | 7507.75 |
| Maximum | 8214 |
| Range | 8214 |
| Interquartile range (IQR) | 4236.5 |
Descriptive statistics
| Standard deviation | 2596.2309 |
|---|---|
| Coefficient of variation (CV) | 0.98804146 |
| Kurtosis | -0.57340337 |
| Mean | 2627.6538 |
| Median Absolute Deviation (MAD) | 1904.5 |
| Skewness | 0.73065103 |
| Sum | 68319 |
| Variance | 6740415.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 3 | 11.5% |
| 81 | 1 | 3.8% |
| 24 | 1 | 3.8% |
| 4476 | 1 | 3.8% |
| 858 | 1 | 3.8% |
| 2992 | 1 | 3.8% |
| 1262 | 1 | 3.8% |
| 2034 | 1 | 3.8% |
| 3291 | 1 | 3.8% |
| 612 | 1 | 3.8% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 24 | 1 | 3.8% |
| 27 | 1 | 3.8% |
| 50 | 1 | 3.8% |
| 81 | 1 | 3.8% |
| 575 | 1 | 3.8% |
| 612 | 1 | 3.8% |
| 805 | 1 | 3.8% |
| 858 | 1 | 3.8% |
| 1262 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 8214 | 1 | |
| 7802 | 1 | |
| 6625 | 1 | |
| 5672 | 1 | |
| 5581 | 1 | |
| 4481 | 1 | |
| 4476 | 1 | |
| 4336 | 1 | |
| 3711 | 1 | |
| 3291 | 1 |
역세권청년
Real number (ℝ)
ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.038462 |
| Minimum | 0 |
|---|---|
| Maximum | 717 |
| Zeros | 8 |
| Zeros (%) | 30.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 57 |
| Q3 | 113.25 |
| 95-th percentile | 272.5 |
| Maximum | 717 |
| Range | 717 |
| Interquartile range (IQR) | 113.25 |
Descriptive statistics
| Standard deviation | 147.19116 |
|---|---|
| Coefficient of variation (CV) | 1.5820464 |
| Kurtosis | 13.295429 |
| Mean | 93.038462 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 3.3363088 |
| Sum | 2419 |
| Variance | 21665.238 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 143 | 1 | 3.8% |
| 64 | 1 | 3.8% |
| 30 | 1 | 3.8% |
| 116 | 1 | 3.8% |
| 717 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 88 | 1 | 3.8% |
| 22 | 1 | 3.8% |
| 68 | 1 | 3.8% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 22 | 1 | 3.8% |
| 30 | 1 | 3.8% |
| 31 | 1 | 3.8% |
| 37 | 1 | 3.8% |
| 50 | 1 | 3.8% |
| 64 | 1 | 3.8% |
| 68 | 1 | 3.8% |
| 75 | 1 | 3.8% |
| 88 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 717 | 1 | |
| 286 | 1 | |
| 232 | 1 | |
| 148 | 1 | |
| 143 | 1 | |
| 118 | 1 | |
| 116 | 1 | |
| 105 | 1 | |
| 89 | 1 | |
| 88 | 1 |
다가구
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 826.65385 |
| Minimum | 0 |
|---|---|
| Maximum | 2759 |
| Zeros | 1 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.5 |
| Q1 | 274.25 |
| median | 589.5 |
| Q3 | 1260.25 |
| 95-th percentile | 2364 |
| Maximum | 2759 |
| Range | 2759 |
| Interquartile range (IQR) | 986 |
Descriptive statistics
| Standard deviation | 768.41598 |
|---|---|
| Coefficient of variation (CV) | 0.92954987 |
| Kurtosis | 0.54245176 |
| Mean | 826.65385 |
| Median Absolute Deviation (MAD) | 475.5 |
| Skewness | 1.1054923 |
| Sum | 21493 |
| Variance | 590463.12 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 91 | 1 | 3.8% |
| 534 | 1 | 3.8% |
| 0 | 1 | 3.8% |
| 586 | 1 | 3.8% |
| 27 | 1 | 3.8% |
| 137 | 1 | 3.8% |
| 1279 | 1 | 3.8% |
| 9 | 1 | 3.8% |
| 334 | 1 | 3.8% |
| 820 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 9 | 1 | |
| 27 | 1 | |
| 91 | 1 | |
| 137 | 1 | |
| 172 | 1 | |
| 271 | 1 | |
| 284 | 1 | |
| 306 | 1 | |
| 334 | 1 |
| Value | Count | Frequency (%) |
| 2759 | 1 | |
| 2429 | 1 | |
| 2169 | 1 | |
| 1712 | 1 | |
| 1413 | 1 | |
| 1281 | 1 | |
| 1279 | 1 | |
| 1204 | 1 | |
| 1096 | 1 | |
| 820 | 1 |
도시형생활주택
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 390.84615 |
| Minimum | 0 |
|---|---|
| Maximum | 1053 |
| Zeros | 1 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 220.5 |
| median | 299.5 |
| Q3 | 457.75 |
| 95-th percentile | 1044.5 |
| Maximum | 1053 |
| Range | 1053 |
| Interquartile range (IQR) | 237.25 |
Descriptive statistics
| Standard deviation | 312.96501 |
|---|---|
| Coefficient of variation (CV) | 0.80073708 |
| Kurtosis | 0.4129808 |
| Mean | 390.84615 |
| Median Absolute Deviation (MAD) | 151 |
| Skewness | 1.1027531 |
| Sum | 10162 |
| Variance | 97947.095 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 237 | 1 | 3.8% |
| 240 | 1 | 3.8% |
| 0 | 1 | 3.8% |
| 274 | 1 | 3.8% |
| 60 | 1 | 3.8% |
| 77 | 1 | 3.8% |
| 421 | 1 | 3.8% |
| 20 | 1 | 3.8% |
| 465 | 1 | 3.8% |
| 379 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 20 | 1 | |
| 60 | 1 | |
| 77 | 1 | |
| 115 | 1 | |
| 125 | 1 | |
| 215 | 1 | |
| 237 | 1 | |
| 240 | 1 | |
| 263 | 1 |
| Value | Count | Frequency (%) |
| 1053 | 1 | |
| 1047 | 1 | |
| 1037 | 1 | |
| 932 | 1 | |
| 616 | 1 | |
| 551 | 1 | |
| 465 | 1 | |
| 436 | 1 | |
| 421 | 1 | |
| 379 | 1 |
전세임대
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 677.69231 |
| Minimum | 0 |
|---|---|
| Maximum | 1347 |
| Zeros | 1 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 128 |
| Q1 | 416.25 |
| median | 637 |
| Q3 | 962.5 |
| 95-th percentile | 1214 |
| Maximum | 1347 |
| Range | 1347 |
| Interquartile range (IQR) | 546.25 |
Descriptive statistics
| Standard deviation | 374.12541 |
|---|---|
| Coefficient of variation (CV) | 0.55205792 |
| Kurtosis | -0.91303067 |
| Mean | 677.69231 |
| Median Absolute Deviation (MAD) | 259.5 |
| Skewness | 0.066722416 |
| Sum | 17620 |
| Variance | 139969.82 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 230 | 1 | 3.8% |
| 243 | 1 | 3.8% |
| 0 | 1 | 3.8% |
| 1205 | 1 | 3.8% |
| 94 | 1 | 3.8% |
| 237 | 1 | 3.8% |
| 1347 | 1 | 3.8% |
| 530 | 1 | 3.8% |
| 486 | 1 | 3.8% |
| 845 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 94 | 1 | |
| 230 | 1 | |
| 237 | 1 | |
| 243 | 1 | |
| 406 | 1 | |
| 412 | 1 | |
| 429 | 1 | |
| 486 | 1 | |
| 499 | 1 |
| Value | Count | Frequency (%) |
| 1347 | 1 | |
| 1217 | 1 | |
| 1205 | 1 | |
| 1167 | 1 | |
| 1161 | 1 | |
| 1004 | 1 | |
| 975 | 1 | |
| 925 | 1 | |
| 845 | 1 | |
| 832 | 1 |
장기안심
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171.46154 |
| Minimum | 0 |
|---|---|
| Maximum | 368 |
| Zeros | 1 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 115.5 |
| median | 165.5 |
| Q3 | 223.25 |
| 95-th percentile | 316.75 |
| Maximum | 368 |
| Range | 368 |
| Interquartile range (IQR) | 107.75 |
Descriptive statistics
| Standard deviation | 89.668381 |
|---|---|
| Coefficient of variation (CV) | 0.52296498 |
| Kurtosis | -0.12032606 |
| Mean | 171.46154 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | 0.24168901 |
| Sum | 4458 |
| Variance | 8040.4185 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 107 | 1 | 3.8% |
| 120 | 1 | 3.8% |
| 0 | 1 | 3.8% |
| 251 | 1 | 3.8% |
| 31 | 1 | 3.8% |
| 43 | 1 | 3.8% |
| 313 | 1 | 3.8% |
| 114 | 1 | 3.8% |
| 121 | 1 | 3.8% |
| 201 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 31 | 1 | |
| 43 | 1 | |
| 84 | 1 | |
| 107 | 1 | |
| 111 | 1 | |
| 114 | 1 | |
| 120 | 1 | |
| 121 | 1 | |
| 135 | 1 |
| Value | Count | Frequency (%) |
| 368 | 1 | |
| 318 | 1 | |
| 313 | 1 | |
| 266 | 1 | |
| 251 | 1 | |
| 247 | 1 | |
| 226 | 1 | |
| 215 | 1 | |
| 201 | 1 | |
| 200 | 1 |
기타임대
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 65.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.115385 |
| Minimum | 0 |
|---|---|
| Maximum | 307 |
| Zeros | 8 |
| Zeros (%) | 30.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 29.5 |
| Q3 | 75 |
| 95-th percentile | 195.25 |
| Maximum | 307 |
| Range | 307 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 73.080956 |
|---|---|
| Coefficient of variation (CV) | 1.4582539 |
| Kurtosis | 6.0820293 |
| Mean | 50.115385 |
| Median Absolute Deviation (MAD) | 29.5 |
| Skewness | 2.3573876 |
| Sum | 1303 |
| Variance | 5340.8262 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 30 | 3 | 11.5% |
| 77 | 1 | 3.8% |
| 222 | 1 | 3.8% |
| 29 | 1 | 3.8% |
| 26 | 1 | 3.8% |
| 46 | 1 | 3.8% |
| 92 | 1 | 3.8% |
| 31 | 1 | 3.8% |
| 115 | 1 | 3.8% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 6 | 1 | 3.8% |
| 8 | 1 | 3.8% |
| 10 | 1 | 3.8% |
| 26 | 1 | 3.8% |
| 29 | 1 | 3.8% |
| 30 | 3 | 11.5% |
| 31 | 1 | 3.8% |
| 46 | 1 | 3.8% |
| 72 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 307 | 1 | |
| 222 | 1 | |
| 115 | 1 | |
| 96 | 1 | |
| 92 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 72 | 1 | |
| 46 | 1 | |
| 31 | 1 |
| 자치구 | 영구임대 | 공공임대 | 국민임대 | 장기전세 | 주거환경 | 외국인임대 | 행복주택 | 재개발임대 | 역세권청년 | 다가구 | 도시형생활주택 | 전세임대 | 장기안심 | 기타임대 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 자치구 | 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 |
| 영구임대 | 1.000 | 1.000 | 0.980 | 0.760 | 0.520 | 0.000 | 0.900 | 0.000 | 0.000 | 0.516 | 0.000 | 0.000 | 0.038 | 0.734 | 0.907 |
| 공공임대 | 1.000 | 0.980 | 1.000 | 0.879 | 0.669 | 0.000 | 0.532 | 0.000 | 0.000 | 0.442 | 0.000 | 0.424 | 0.203 | 0.762 | 0.894 |
| 국민임대 | 1.000 | 0.760 | 0.879 | 1.000 | 0.919 | 0.000 | 0.545 | 0.757 | 0.000 | 0.000 | 0.766 | 0.850 | 0.172 | 0.597 | 0.896 |
| 장기전세 | 1.000 | 0.520 | 0.669 | 0.919 | 1.000 | 0.000 | 0.663 | 0.907 | 0.000 | 0.000 | 0.715 | 0.536 | 0.158 | 0.522 | 0.768 |
| 주거환경 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.108 | 0.000 | 0.545 | 0.000 | 0.895 | 0.000 | 0.570 | 0.000 | 0.000 |
| 외국인임대 | 1.000 | 0.900 | 0.532 | 0.545 | 0.663 | 0.108 | 1.000 | 0.841 | 0.000 | 0.413 | 0.000 | 0.000 | 0.000 | 0.000 | 0.551 |
| 행복주택 | 1.000 | 0.000 | 0.000 | 0.757 | 0.907 | 0.000 | 0.841 | 1.000 | 0.000 | 0.000 | 0.626 | 0.615 | 0.000 | 0.000 | 0.744 |
| 재개발임대 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.545 | 0.000 | 0.000 | 1.000 | 0.000 | 0.168 | 0.423 | 0.000 | 0.184 | 0.000 |
| 역세권청년 | 1.000 | 0.516 | 0.442 | 0.000 | 0.000 | 0.000 | 0.413 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.161 |
| 다가구 | 1.000 | 0.000 | 0.000 | 0.766 | 0.715 | 0.895 | 0.000 | 0.626 | 0.168 | 0.000 | 1.000 | 0.737 | 0.356 | 0.000 | 0.415 |
| 도시형생활주택 | 1.000 | 0.000 | 0.424 | 0.850 | 0.536 | 0.000 | 0.000 | 0.615 | 0.423 | 0.000 | 0.737 | 1.000 | 0.567 | 0.656 | 0.456 |
| 전세임대 | 1.000 | 0.038 | 0.203 | 0.172 | 0.158 | 0.570 | 0.000 | 0.000 | 0.000 | 0.000 | 0.356 | 0.567 | 1.000 | 0.780 | 0.661 |
| 장기안심 | 1.000 | 0.734 | 0.762 | 0.597 | 0.522 | 0.000 | 0.000 | 0.000 | 0.184 | 0.000 | 0.000 | 0.656 | 0.780 | 1.000 | 0.720 |
| 기타임대 | 1.000 | 0.907 | 0.894 | 0.896 | 0.768 | 0.000 | 0.551 | 0.744 | 0.000 | 0.161 | 0.415 | 0.456 | 0.661 | 0.720 | 1.000 |
| 영구임대 | 공공임대 | 국민임대 | 장기전세 | 주거환경 | 행복주택 | 재개발임대 | 역세권청년 | 다가구 | 도시형생활주택 | 전세임대 | 장기안심 | 기타임대 | 외국인임대 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 영구임대 | 1.000 | 0.663 | 0.471 | 0.443 | -0.177 | 0.179 | -0.404 | 0.393 | -0.210 | -0.312 | -0.002 | 0.226 | 0.531 | 0.575 |
| 공공임대 | 0.663 | 1.000 | 0.462 | 0.395 | -0.028 | 0.250 | -0.284 | 0.289 | -0.055 | -0.018 | 0.160 | 0.423 | 0.452 | 0.224 |
| 국민임대 | 0.471 | 0.462 | 1.000 | 0.907 | -0.169 | 0.681 | -0.388 | 0.145 | 0.263 | 0.219 | 0.175 | 0.409 | 0.736 | 0.349 |
| 장기전세 | 0.443 | 0.395 | 0.907 | 1.000 | -0.116 | 0.719 | -0.330 | 0.098 | 0.364 | 0.370 | 0.176 | 0.410 | 0.767 | 0.510 |
| 주거환경 | -0.177 | -0.028 | -0.169 | -0.116 | 1.000 | -0.043 | 0.162 | 0.255 | 0.133 | 0.117 | 0.269 | 0.219 | -0.177 | 0.000 |
| 행복주택 | 0.179 | 0.250 | 0.681 | 0.719 | -0.043 | 1.000 | -0.003 | 0.072 | 0.360 | 0.500 | 0.147 | 0.380 | 0.609 | 0.737 |
| 재개발임대 | -0.404 | -0.284 | -0.388 | -0.330 | 0.162 | -0.003 | 1.000 | -0.270 | -0.011 | 0.342 | -0.105 | -0.089 | -0.287 | 0.000 |
| 역세권청년 | 0.393 | 0.289 | 0.145 | 0.098 | 0.255 | 0.072 | -0.270 | 1.000 | -0.104 | -0.255 | 0.166 | 0.295 | -0.054 | 0.319 |
| 다가구 | -0.210 | -0.055 | 0.263 | 0.364 | 0.133 | 0.360 | -0.011 | -0.104 | 1.000 | 0.696 | 0.590 | 0.507 | 0.350 | 0.000 |
| 도시형생활주택 | -0.312 | -0.018 | 0.219 | 0.370 | 0.117 | 0.500 | 0.342 | -0.255 | 0.696 | 1.000 | 0.239 | 0.289 | 0.156 | 0.000 |
| 전세임대 | -0.002 | 0.160 | 0.175 | 0.176 | 0.269 | 0.147 | -0.105 | 0.166 | 0.590 | 0.239 | 1.000 | 0.863 | 0.256 | 0.000 |
| 장기안심 | 0.226 | 0.423 | 0.409 | 0.410 | 0.219 | 0.380 | -0.089 | 0.295 | 0.507 | 0.289 | 0.863 | 1.000 | 0.436 | 0.000 |
| 기타임대 | 0.531 | 0.452 | 0.736 | 0.767 | -0.177 | 0.609 | -0.287 | -0.054 | 0.350 | 0.156 | 0.256 | 0.436 | 1.000 | 0.236 |
| 외국인임대 | 0.575 | 0.224 | 0.349 | 0.510 | 0.000 | 0.737 | 0.000 | 0.319 | 0.000 | 0.000 | 0.000 | 0.000 | 0.236 | 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.
| 자치구 | 영구임대 | 공공임대 | 국민임대 | 장기전세 | 주거환경 | 외국인임대 | 행복주택 | 재개발임대 | 역세권청년 | 다가구 | 도시형생활주택 | 전세임대 | 장기안심 | 기타임대 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 강남구 | 4271 | 1230 | 1607 | 2050 | 0 | 0 | 888 | 0 | 143 | 91 | 237 | 230 | 107 | 30 |
| 1 | 강동구 | 0 | 0 | 6404 | 5456 | 0 | 0 | 2302 | 575 | 50 | 2429 | 1047 | 832 | 215 | 76 |
| 2 | 강북구 | 0 | 0 | 0 | 18 | 0 | 0 | 153 | 3711 | 0 | 1204 | 282 | 1161 | 174 | 0 |
| 3 | 강서구 | 7441 | 2870 | 4594 | 4216 | 0 | 0 | 191 | 0 | 232 | 728 | 125 | 1167 | 318 | 307 |
| 4 | 관악구 | 0 | 0 | 0 | 2 | 330 | 0 | 255 | 5672 | 31 | 271 | 277 | 1004 | 247 | 0 |
| 5 | 광진구 | 0 | 0 | 0 | 45 | 0 | 0 | 38 | 27 | 148 | 593 | 263 | 975 | 226 | 0 |
| 6 | 구로구 | 0 | 0 | 3190 | 2123 | 0 | 0 | 2145 | 805 | 0 | 2169 | 1037 | 651 | 143 | 96 |
| 7 | 금천구 | 0 | 0 | 0 | 192 | 105 | 0 | 0 | 1852 | 0 | 2759 | 1053 | 603 | 111 | 10 |
| 8 | 노원구 | 6196 | 5492 | 693 | 194 | 0 | 0 | 328 | 2958 | 75 | 449 | 317 | 778 | 266 | 72 |
| 9 | 도봉구 | 0 | 0 | 0 | 0 | 779 | 0 | 59 | 50 | 118 | 1712 | 115 | 1217 | 197 | 8 |
| 자치구 | 영구임대 | 공공임대 | 국민임대 | 장기전세 | 주거환경 | 외국인임대 | 행복주택 | 재개발임대 | 역세권청년 | 다가구 | 도시형생활주택 | 전세임대 | 장기안심 | 기타임대 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | 성북구 | 0 | 0 | 254 | 341 | 0 | 0 | 763 | 7802 | 0 | 1281 | 551 | 721 | 200 | 77 |
| 17 | 송파구 | 0 | 1258 | 5407 | 3034 | 25 | 0 | 1925 | 612 | 88 | 1413 | 932 | 925 | 368 | 31 |
| 18 | 양천구 | 0 | 4706 | 1116 | 1633 | 0 | 0 | 813 | 3291 | 0 | 820 | 379 | 845 | 201 | 92 |
| 19 | 영등포구 | 0 | 195 | 0 | 48 | 175 | 0 | 331 | 2034 | 105 | 334 | 465 | 486 | 121 | 0 |
| 20 | 용산구 | 0 | 0 | 0 | 0 | 0 | 0 | 137 | 1262 | 717 | 9 | 20 | 530 | 114 | 0 |
| 21 | 은평구 | 0 | 0 | 2086 | 3749 | 153 | 0 | 1952 | 2992 | 116 | 1279 | 421 | 1347 | 313 | 46 |
| 22 | 종로구 | 0 | 0 | 0 | 0 | 0 | 0 | 205 | 858 | 0 | 137 | 77 | 237 | 43 | 26 |
| 23 | 중구 | 0 | 0 | 0 | 0 | 0 | 0 | 36 | 4476 | 0 | 27 | 60 | 94 | 31 | 29 |
| 24 | 중랑구 | 2811 | 861 | 1440 | 1683 | 0 | 0 | 847 | 24 | 30 | 586 | 274 | 1205 | 251 | 222 |
| 25 | 의정부시 | 0 | 0 | 376 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |