Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 425 |
| Missing cells | 8 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 67.0 KiB |
| Average record size in memory | 161.3 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 1 |
Dataset
| Description | 기준_년분기_코드,자치구_코드,자치구_코드_명,아파트_단지_수,아파트_면적_66_제곱미터_미만_세대_수,아파트_면적_66_제곱미터_세대_수,아파트_면적_99_제곱미터_세대_수,아파트_면적_132_제곱미터_세대_수,아파트_면적_165_제곱미터_세대_수,아파트_가격_1_억_미만_세대_수,아파트_가격_1_억_세대_수,아파트_가격_2_억_세대_수,아파트_가격_3_억_세대_수,아파트_가격_4_억_세대_수,아파트_가격_5_억_세대_수,아파트_가격_6_억_이상_세대_수,아파트_평균_면적,아파트_평균_시가 |
|---|---|
| Author | 서울신용보증재단 |
| URL | https://data.seoul.go.kr/dataList/OA-22164/S/1/datasetView.do |
기준_년분기_코드 is highly overall correlated with 아파트_면적_66_제곱미터_세대_수 and 4 other fields | High correlation |
자치구_코드 is highly overall correlated with 아파트_단지_수 and 1 other fields | High correlation |
아파트_단지_수 is highly overall correlated with 자치구_코드 and 5 other fields | High correlation |
아파트_면적_66_제곱미터_미만_세대_수 is highly overall correlated with 아파트_단지_수 and 8 other fields | High correlation |
아파트_면적_66_제곱미터_세대_수 is highly overall correlated with 기준_년분기_코드 and 10 other fields | High correlation |
아파트_면적_99_제곱미터_세대_수 is highly overall correlated with 기준_년분기_코드 and 8 other fields | High correlation |
아파트_면적_132_제곱미터_세대_수 is highly overall correlated with 기준_년분기_코드 and 9 other fields | High correlation |
아파트_면적_165_제곱미터_세대_수 is highly overall correlated with 아파트_면적_132_제곱미터_세대_수 and 4 other fields | High correlation |
아파트_가격_1_억_미만_세대_수 is highly overall correlated with 아파트_면적_66_제곱미터_미만_세대_수 and 4 other fields | High correlation |
아파트_가격_1_억_세대_수 is highly overall correlated with 아파트_단지_수 and 7 other fields | High correlation |
아파트_가격_2_억_세대_수 is highly overall correlated with 아파트_단지_수 and 8 other fields | High correlation |
아파트_가격_3_억_세대_수 is highly overall correlated with 기준_년분기_코드 and 8 other fields | High correlation |
아파트_가격_4_억_세대_수 is highly overall correlated with 기준_년분기_코드 and 8 other fields | High correlation |
아파트_가격_5_억_세대_수 is highly overall correlated with 아파트_면적_66_제곱미터_세대_수 and 7 other fields | High correlation |
아파트_가격_6_억_이상_세대_수 is highly overall correlated with 아파트_면적_132_제곱미터_세대_수 and 4 other fields | High correlation |
아파트_평균_면적 is highly overall correlated with 아파트_면적_165_제곱미터_세대_수 and 4 other fields | High correlation |
아파트_평균_시가 is highly overall correlated with 아파트_가격_1_억_미만_세대_수 and 4 other fields | High correlation |
자치구_코드_명 is highly overall correlated with 자치구_코드 and 15 other fields | High correlation |
아파트_가격_6_억_이상_세대_수 has 8 (1.9%) missing values | Missing |
Reproduction
| Analysis started | 2024-05-04 02:53:30.387613 |
|---|---|
| Analysis finished | 2024-05-04 02:55:09.569908 |
| Duration | 1 minute and 39.18 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준_년분기_코드
Real number (ℝ)
HIGH CORRELATION
| Distinct | 17 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20216.118 |
| Minimum | 20194 |
|---|---|
| Maximum | 20234 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 20194 |
|---|---|
| 5-th percentile | 20194 |
| Q1 | 20204 |
| median | 20214 |
| Q3 | 20224 |
| 95-th percentile | 20234 |
| Maximum | 20234 |
| Range | 40 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.23725 |
|---|---|
| Coefficient of variation (CV) | 0.00060532145 |
| Kurtosis | -1.1877657 |
| Mean | 20216.118 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.07759927 |
| Sum | 8591850 |
| Variance | 149.75028 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 20231 | 25 | 5.9% |
| 20232 | 25 | 5.9% |
| 20194 | 25 | 5.9% |
| 20201 | 25 | 5.9% |
| 20202 | 25 | 5.9% |
| 20203 | 25 | 5.9% |
| 20204 | 25 | 5.9% |
| 20211 | 25 | 5.9% |
| 20212 | 25 | 5.9% |
| 20213 | 25 | 5.9% |
| Other values (7) | 175 |
| Value | Count | Frequency (%) |
| 20194 | 25 | |
| 20201 | 25 | |
| 20202 | 25 | |
| 20203 | 25 | |
| 20204 | 25 | |
| 20211 | 25 | |
| 20212 | 25 | |
| 20213 | 25 | |
| 20214 | 25 | |
| 20221 | 25 |
| Value | Count | Frequency (%) |
| 20234 | 25 | |
| 20233 | 25 | |
| 20232 | 25 | |
| 20231 | 25 | |
| 20224 | 25 | |
| 20223 | 25 | |
| 20222 | 25 | |
| 20221 | 25 | |
| 20214 | 25 | |
| 20213 | 25 |
자치구_코드
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11416.6 |
| Minimum | 11110 |
|---|---|
| Maximum | 11740 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 11110 |
|---|---|
| 5-th percentile | 11140 |
| Q1 | 11260 |
| median | 11410 |
| Q3 | 11560 |
| 95-th percentile | 11710 |
| Maximum | 11740 |
| Range | 630 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 186.56188 |
|---|---|
| Coefficient of variation (CV) | 0.016341282 |
| Kurtosis | -1.2006364 |
| Mean | 11416.6 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 0.078352341 |
| Sum | 4852055 |
| Variance | 34805.335 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 11110 | 17 | 4.0% |
| 11140 | 17 | 4.0% |
| 11530 | 17 | 4.0% |
| 11500 | 17 | 4.0% |
| 11440 | 17 | 4.0% |
| 11410 | 17 | 4.0% |
| 11740 | 17 | 4.0% |
| 11710 | 17 | 4.0% |
| 11680 | 17 | 4.0% |
| 11650 | 17 | 4.0% |
| Other values (15) | 255 |
| Value | Count | Frequency (%) |
| 11110 | 17 | |
| 11140 | 17 | |
| 11170 | 17 | |
| 11200 | 17 | |
| 11215 | 17 | |
| 11230 | 17 | |
| 11260 | 17 | |
| 11290 | 17 | |
| 11305 | 17 | |
| 11320 | 17 |
| Value | Count | Frequency (%) |
| 11740 | 17 | |
| 11710 | 17 | |
| 11680 | 17 | |
| 11650 | 17 | |
| 11620 | 17 | |
| 11590 | 17 | |
| 11560 | 17 | |
| 11545 | 17 | |
| 11530 | 17 | |
| 11500 | 17 |
자치구_코드_명
Categorical
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 종로구 | 17 |
|---|---|
| 중구 | 17 |
| 용산구 | 17 |
| 성동구 | 17 |
| 광진구 | 17 |
| Other values (20) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.08 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 종로구 |
|---|---|
| 2nd row | 중구 |
| 3rd row | 용산구 |
| 4th row | 성동구 |
| 5th row | 광진구 |
Common Values
| Value | Count | Frequency (%) |
| 종로구 | 17 | 4.0% |
| 중구 | 17 | 4.0% |
| 용산구 | 17 | 4.0% |
| 성동구 | 17 | 4.0% |
| 광진구 | 17 | 4.0% |
| 동대문구 | 17 | 4.0% |
| 중랑구 | 17 | 4.0% |
| 성북구 | 17 | 4.0% |
| 강북구 | 17 | 4.0% |
| 도봉구 | 17 | 4.0% |
| Other values (15) | 255 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 종로구 | 17 | 4.0% |
| 금천구 | 17 | 4.0% |
| 강서구 | 17 | 4.0% |
| 마포구 | 17 | 4.0% |
| 서대문구 | 17 | 4.0% |
| 강동구 | 17 | 4.0% |
| 송파구 | 17 | 4.0% |
| 강남구 | 17 | 4.0% |
| 서초구 | 17 | 4.0% |
| 관악구 | 17 | 4.0% |
| Other values (15) | 255 |
아파트_단지_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4541.9976 |
| Minimum | 1081 |
|---|---|
| Maximum | 9575 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1081 |
|---|---|
| 5-th percentile | 1938 |
| Q1 | 3042 |
| median | 4592 |
| Q3 | 5205 |
| 95-th percentile | 9184 |
| Maximum | 9575 |
| Range | 8494 |
| Interquartile range (IQR) | 2163 |
Descriptive statistics
| Standard deviation | 2052.9054 |
|---|---|
| Coefficient of variation (CV) | 0.45198294 |
| Kurtosis | 0.44266194 |
| Mean | 4541.9976 |
| Median Absolute Deviation (MAD) | 1162 |
| Skewness | 0.82640548 |
| Sum | 1930349 |
| Variance | 4214420.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2461 | 8 | 1.9% |
| 4337 | 8 | 1.9% |
| 2088 | 8 | 1.9% |
| 5153 | 8 | 1.9% |
| 9441 | 8 | 1.9% |
| 5085 | 8 | 1.9% |
| 3327 | 8 | 1.9% |
| 4554 | 8 | 1.9% |
| 5836 | 8 | 1.9% |
| 5893 | 8 | 1.9% |
| Other values (65) | 345 |
| Value | Count | Frequency (%) |
| 1081 | 5 | |
| 1082 | 4 | |
| 1183 | 8 | |
| 1928 | 5 | |
| 1978 | 4 | |
| 2088 | 8 | |
| 2275 | 4 | |
| 2283 | 5 | |
| 2293 | 8 | |
| 2335 | 4 |
| Value | Count | Frequency (%) |
| 9575 | 8 | |
| 9441 | 8 | |
| 9284 | 4 | |
| 9184 | 5 | |
| 9039 | 5 | |
| 9008 | 4 | |
| 8339 | 8 | |
| 8293 | 4 | |
| 8285 | 5 | |
| 5893 | 8 |
아파트_면적_66_제곱미터_미만_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39947.431 |
| Minimum | 6261 |
|---|---|
| Maximum | 116197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 6261 |
|---|---|
| 5-th percentile | 10999 |
| Q1 | 24617 |
| median | 34148 |
| Q3 | 55198 |
| 95-th percentile | 90763 |
| Maximum | 116197 |
| Range | 109936 |
| Interquartile range (IQR) | 30581 |
Descriptive statistics
| Standard deviation | 23424.638 |
|---|---|
| Coefficient of variation (CV) | 0.5863866 |
| Kurtosis | 1.6607145 |
| Mean | 39947.431 |
| Median Absolute Deviation (MAD) | 13442 |
| Skewness | 1.2191355 |
| Sum | 16977658 |
| Variance | 5.4871366 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16568 | 8 | 1.9% |
| 38499 | 8 | 1.9% |
| 27662 | 8 | 1.9% |
| 50237 | 8 | 1.9% |
| 90763 | 8 | 1.9% |
| 41985 | 8 | 1.9% |
| 22051 | 8 | 1.9% |
| 37675 | 8 | 1.9% |
| 68370 | 8 | 1.9% |
| 57628 | 8 | 1.9% |
| Other values (65) | 345 |
| Value | Count | Frequency (%) |
| 6261 | 5 | |
| 6282 | 4 | |
| 10647 | 5 | |
| 10948 | 4 | |
| 10999 | 5 | |
| 11021 | 4 | |
| 13399 | 8 | |
| 13605 | 5 | |
| 13650 | 4 | |
| 13924 | 5 |
| Value | Count | Frequency (%) |
| 116197 | 8 | |
| 109235 | 8 | |
| 90763 | 8 | |
| 75987 | 8 | |
| 68953 | 8 | |
| 68370 | 8 | |
| 62892 | 8 | |
| 61634 | 4 | |
| 61249 | 5 | |
| 60489 | 4 |
아파트_면적_66_제곱미터_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20261.016 |
| Minimum | 2179 |
|---|---|
| Maximum | 64007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 2179 |
|---|---|
| 5-th percentile | 5488 |
| Q1 | 8913 |
| median | 13013 |
| Q3 | 31149 |
| 95-th percentile | 47353 |
| Maximum | 64007 |
| Range | 61828 |
| Interquartile range (IQR) | 22236 |
Descriptive statistics
| Standard deviation | 14624.338 |
|---|---|
| Coefficient of variation (CV) | 0.72179686 |
| Kurtosis | -0.098676219 |
| Mean | 20261.016 |
| Median Absolute Deviation (MAD) | 7051 |
| Skewness | 0.90697955 |
| Sum | 8610932 |
| Variance | 2.1387127 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9382 | 8 | 1.9% |
| 26407 | 8 | 1.9% |
| 28394 | 8 | 1.9% |
| 17917 | 8 | 1.9% |
| 64007 | 8 | 1.9% |
| 40549 | 8 | 1.9% |
| 14358 | 8 | 1.9% |
| 24426 | 8 | 1.9% |
| 42377 | 8 | 1.9% |
| 27713 | 8 | 1.9% |
| Other values (65) | 345 |
| Value | Count | Frequency (%) |
| 2179 | 5 | |
| 2192 | 4 | |
| 4185 | 5 | |
| 4188 | 4 | |
| 5488 | 5 | |
| 5494 | 4 | |
| 5508 | 5 | |
| 5527 | 4 | |
| 5542 | 5 | |
| 5600 | 4 |
| Value | Count | Frequency (%) |
| 64007 | 8 | |
| 47570 | 8 | |
| 47353 | 8 | |
| 45499 | 8 | |
| 42903 | 8 | |
| 42377 | 8 | |
| 40549 | 8 | |
| 39743 | 8 | |
| 38762 | 8 | |
| 36624 | 8 |
아파트_면적_99_제곱미터_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 72 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5256.0518 |
| Minimum | 523 |
|---|---|
| Maximum | 22439 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 523 |
|---|---|
| 5-th percentile | 880 |
| Q1 | 1759 |
| median | 3100 |
| Q3 | 7950 |
| 95-th percentile | 19234 |
| Maximum | 22439 |
| Range | 21916 |
| Interquartile range (IQR) | 6191 |
Descriptive statistics
| Standard deviation | 4985.8656 |
|---|---|
| Coefficient of variation (CV) | 0.94859522 |
| Kurtosis | 2.5984715 |
| Mean | 5256.0518 |
| Median Absolute Deviation (MAD) | 1964 |
| Skewness | 1.6465103 |
| Sum | 2233822 |
| Variance | 24858855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 880 | 9 | 2.1% |
| 1800 | 9 | 2.1% |
| 2458 | 9 | 2.1% |
| 19234 | 8 | 1.9% |
| 10843 | 8 | 1.9% |
| 3894 | 8 | 1.9% |
| 6850 | 8 | 1.9% |
| 19765 | 8 | 1.9% |
| 2765 | 8 | 1.9% |
| 7950 | 8 | 1.9% |
| Other values (62) | 342 |
| Value | Count | Frequency (%) |
| 523 | 5 | |
| 527 | 4 | |
| 740 | 5 | |
| 742 | 4 | |
| 880 | 9 | |
| 965 | 5 | |
| 966 | 4 | |
| 985 | 5 | |
| 988 | 4 | |
| 1084 | 5 |
| Value | Count | Frequency (%) |
| 22439 | 8 | |
| 19765 | 8 | |
| 19234 | 8 | |
| 12095 | 8 | |
| 10843 | 8 | |
| 10527 | 8 | |
| 10470 | 8 | |
| 10016 | 8 | |
| 9939 | 8 | |
| 9551 | 8 |
아파트_면적_132_제곱미터_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 63 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1888.36 |
| Minimum | 57 |
|---|---|
| Maximum | 13274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 148 |
| Q1 | 469 |
| median | 810 |
| Q3 | 2138 |
| 95-th percentile | 9722 |
| Maximum | 13274 |
| Range | 13217 |
| Interquartile range (IQR) | 1669 |
Descriptive statistics
| Standard deviation | 2698.7334 |
|---|---|
| Coefficient of variation (CV) | 1.4291414 |
| Kurtosis | 8.5180333 |
| Mean | 1888.36 |
| Median Absolute Deviation (MAD) | 653 |
| Skewness | 2.9076458 |
| Sum | 802553 |
| Variance | 7283161.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 775 | 14 | 3.3% |
| 148 | 9 | 2.1% |
| 782 | 9 | 2.1% |
| 157 | 9 | 2.1% |
| 835 | 9 | 2.1% |
| 793 | 9 | 2.1% |
| 539 | 9 | 2.1% |
| 469 | 9 | 2.1% |
| 519 | 9 | 2.1% |
| 274 | 9 | 2.1% |
| Other values (53) | 330 |
| Value | Count | Frequency (%) |
| 57 | 5 | |
| 58 | 4 | |
| 144 | 5 | |
| 145 | 4 | |
| 148 | 9 | |
| 149 | 5 | |
| 150 | 4 | |
| 157 | 9 | |
| 235 | 5 | |
| 238 | 4 |
| Value | Count | Frequency (%) |
| 13274 | 8 | |
| 12152 | 8 | |
| 9722 | 8 | |
| 5057 | 8 | |
| 4447 | 8 | |
| 4148 | 8 | |
| 3450 | 4 | |
| 3334 | 5 | |
| 3101 | 4 | |
| 3076 | 5 |
아파트_면적_165_제곱미터_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 59 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 924.64235 |
| Minimum | 2 |
|---|---|
| Maximum | 9435 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 86 |
| median | 318 |
| Q3 | 880 |
| 95-th percentile | 4284 |
| Maximum | 9435 |
| Range | 9433 |
| Interquartile range (IQR) | 794 |
Descriptive statistics
| Standard deviation | 1844.885 |
|---|---|
| Coefficient of variation (CV) | 1.9952417 |
| Kurtosis | 11.525405 |
| Mean | 924.64235 |
| Median Absolute Deviation (MAD) | 234 |
| Skewness | 3.3706332 |
| Sum | 392973 |
| Variance | 3403600.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13 | 12 | 2.8% |
| 569 | 9 | 2.1% |
| 32 | 9 | 2.1% |
| 103 | 9 | 2.1% |
| 170 | 9 | 2.1% |
| 321 | 9 | 2.1% |
| 84 | 9 | 2.1% |
| 2 | 9 | 2.1% |
| 300 | 9 | 2.1% |
| 31 | 9 | 2.1% |
| Other values (49) | 332 |
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 3 | 5 | |
| 4 | 4 | 0.9% |
| 9 | 5 | |
| 13 | 12 | |
| 15 | 8 | |
| 29 | 8 | |
| 31 | 9 | |
| 32 | 9 | |
| 39 | 9 |
| Value | Count | Frequency (%) |
| 9435 | 8 | |
| 8509 | 8 | |
| 4284 | 8 | |
| 3883 | 4 | |
| 3833 | 5 | |
| 3012 | 4 | |
| 3004 | 5 | |
| 2461 | 8 | |
| 1767 | 4 | |
| 1762 | 5 |
아파트_가격_1_억_미만_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 73 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7008.6871 |
| Minimum | 189 |
|---|---|
| Maximum | 23374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 189 |
|---|---|
| 5-th percentile | 314 |
| Q1 | 2886 |
| median | 5372 |
| Q3 | 10586 |
| 95-th percentile | 20034 |
| Maximum | 23374 |
| Range | 23185 |
| Interquartile range (IQR) | 7700 |
Descriptive statistics
| Standard deviation | 5771.2717 |
|---|---|
| Coefficient of variation (CV) | 0.82344548 |
| Kurtosis | 0.32978403 |
| Mean | 7008.6871 |
| Median Absolute Deviation (MAD) | 3055 |
| Skewness | 1.0347047 |
| Sum | 2978692 |
| Variance | 33307577 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4976 | 13 | 3.1% |
| 314 | 9 | 2.1% |
| 7837 | 8 | 1.9% |
| 20034 | 8 | 1.9% |
| 5279 | 8 | 1.9% |
| 3028 | 8 | 1.9% |
| 17961 | 8 | 1.9% |
| 6115 | 8 | 1.9% |
| 5715 | 8 | 1.9% |
| 670 | 8 | 1.9% |
| Other values (63) | 339 |
| Value | Count | Frequency (%) |
| 189 | 5 | |
| 203 | 4 | |
| 220 | 5 | |
| 224 | 4 | |
| 314 | 9 | |
| 670 | 8 | |
| 815 | 8 | |
| 934 | 8 | |
| 1143 | 5 | |
| 1145 | 4 |
| Value | Count | Frequency (%) |
| 23374 | 8 | |
| 20163 | 8 | |
| 20034 | 8 | |
| 18939 | 8 | |
| 17961 | 8 | |
| 14882 | 8 | |
| 14393 | 8 | |
| 12641 | 8 | |
| 12426 | 4 | |
| 12386 | 5 |
아파트_가격_1_억_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21375.969 |
| Minimum | 3552 |
|---|---|
| Maximum | 66484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 3552 |
|---|---|
| 5-th percentile | 3826 |
| Q1 | 9924 |
| median | 19541 |
| Q3 | 27522 |
| 95-th percentile | 48044 |
| Maximum | 66484 |
| Range | 62932 |
| Interquartile range (IQR) | 17598 |
Descriptive statistics
| Standard deviation | 13551.11 |
|---|---|
| Coefficient of variation (CV) | 0.63394131 |
| Kurtosis | 1.2002555 |
| Mean | 21375.969 |
| Median Absolute Deviation (MAD) | 8367 |
| Skewness | 1.0254735 |
| Sum | 9084787 |
| Variance | 1.8363258 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8660 | 8 | 1.9% |
| 20485 | 8 | 1.9% |
| 5779 | 8 | 1.9% |
| 30591 | 8 | 1.9% |
| 35743 | 8 | 1.9% |
| 11572 | 8 | 1.9% |
| 6818 | 8 | 1.9% |
| 22188 | 8 | 1.9% |
| 33920 | 8 | 1.9% |
| 33218 | 8 | 1.9% |
| Other values (65) | 345 |
| Value | Count | Frequency (%) |
| 3552 | 5 | |
| 3563 | 4 | |
| 3591 | 5 | |
| 3619 | 4 | |
| 3826 | 5 | |
| 3847 | 4 | |
| 5738 | 5 | |
| 5779 | 8 | |
| 5802 | 4 | |
| 6242 | 5 |
| Value | Count | Frequency (%) |
| 66484 | 8 | |
| 55366 | 8 | |
| 48214 | 4 | |
| 48044 | 5 | |
| 44027 | 4 | |
| 43936 | 5 | |
| 40934 | 8 | |
| 35743 | 8 | |
| 33967 | 8 | |
| 33920 | 8 |
아파트_가격_2_억_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 73 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11945.214 |
| Minimum | 1975 |
|---|---|
| Maximum | 60361 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1975 |
|---|---|
| 5-th percentile | 2719 |
| Q1 | 5757 |
| median | 10148 |
| Q3 | 14897 |
| 95-th percentile | 28249 |
| Maximum | 60361 |
| Range | 58386 |
| Interquartile range (IQR) | 9140 |
Descriptive statistics
| Standard deviation | 9748.4024 |
|---|---|
| Coefficient of variation (CV) | 0.81609273 |
| Kurtosis | 9.3632127 |
| Mean | 11945.214 |
| Median Absolute Deviation (MAD) | 4749 |
| Skewness | 2.4986317 |
| Sum | 5076716 |
| Variance | 95031349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2719 | 9 | 2.1% |
| 4764 | 9 | 2.1% |
| 14897 | 8 | 1.9% |
| 12069 | 8 | 1.9% |
| 13204 | 8 | 1.9% |
| 4428 | 8 | 1.9% |
| 10094 | 8 | 1.9% |
| 14302 | 8 | 1.9% |
| 29531 | 8 | 1.9% |
| 12089 | 8 | 1.9% |
| Other values (63) | 343 |
| Value | Count | Frequency (%) |
| 1975 | 5 | |
| 1992 | 4 | |
| 2200 | 5 | |
| 2271 | 4 | |
| 2719 | 9 | |
| 2896 | 8 | |
| 2918 | 5 | |
| 2940 | 4 | |
| 3459 | 5 | |
| 3469 | 4 |
| Value | Count | Frequency (%) |
| 60361 | 8 | |
| 29531 | 8 | |
| 28249 | 8 | |
| 25574 | 4 | |
| 25551 | 8 | |
| 25220 | 5 | |
| 22882 | 8 | |
| 21136 | 8 | |
| 19528 | 8 | |
| 18542 | 8 |
아파트_가격_3_억_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7740.8612 |
| Minimum | 710 |
|---|---|
| Maximum | 33404 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 710 |
|---|---|
| 5-th percentile | 1068 |
| Q1 | 2399 |
| median | 4184 |
| Q3 | 10189 |
| 95-th percentile | 22450 |
| Maximum | 33404 |
| Range | 32694 |
| Interquartile range (IQR) | 7790 |
Descriptive statistics
| Standard deviation | 7448.9658 |
|---|---|
| Coefficient of variation (CV) | 0.96229161 |
| Kurtosis | 1.4017907 |
| Mean | 7740.8612 |
| Median Absolute Deviation (MAD) | 2771 |
| Skewness | 1.384117 |
| Sum | 3289866 |
| Variance | 55487091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1068 | 9 | 2.1% |
| 2683 | 9 | 2.1% |
| 5149 | 9 | 2.1% |
| 2502 | 9 | 2.1% |
| 9841 | 8 | 1.9% |
| 16782 | 8 | 1.9% |
| 10189 | 8 | 1.9% |
| 16974 | 8 | 1.9% |
| 4184 | 8 | 1.9% |
| 8862 | 8 | 1.9% |
| Other values (61) | 341 |
| Value | Count | Frequency (%) |
| 710 | 5 | |
| 714 | 4 | |
| 721 | 5 | |
| 778 | 4 | |
| 1068 | 9 | |
| 1111 | 5 | |
| 1115 | 4 | |
| 1309 | 5 | |
| 1413 | 4 | |
| 1427 | 5 |
| Value | Count | Frequency (%) |
| 33404 | 8 | |
| 25257 | 8 | |
| 22450 | 8 | |
| 22318 | 8 | |
| 19128 | 8 | |
| 19059 | 8 | |
| 17893 | 8 | |
| 16974 | 8 | |
| 16782 | 8 | |
| 14696 | 8 |
아파트_가격_4_억_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 66 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5722.04 |
| Minimum | 226 |
|---|---|
| Maximum | 19637 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 226 |
|---|---|
| 5-th percentile | 722 |
| Q1 | 1767 |
| median | 3105 |
| Q3 | 9756 |
| 95-th percentile | 16041 |
| Maximum | 19637 |
| Range | 19411 |
| Interquartile range (IQR) | 7989 |
Descriptive statistics
| Standard deviation | 5219.3845 |
|---|---|
| Coefficient of variation (CV) | 0.9121545 |
| Kurtosis | -0.20449557 |
| Mean | 5722.04 |
| Median Absolute Deviation (MAD) | 1764 |
| Skewness | 1.04267 |
| Sum | 2431867 |
| Variance | 27241975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1703 | 13 | 3.1% |
| 1837 | 9 | 2.1% |
| 226 | 9 | 2.1% |
| 711 | 9 | 2.1% |
| 2993 | 9 | 2.1% |
| 3381 | 9 | 2.1% |
| 1341 | 9 | 2.1% |
| 4499 | 9 | 2.1% |
| 8988 | 8 | 1.9% |
| 10628 | 8 | 1.9% |
| Other values (56) | 333 |
| Value | Count | Frequency (%) |
| 226 | 9 | |
| 711 | 9 | |
| 722 | 5 | |
| 723 | 4 | |
| 794 | 5 | |
| 795 | 4 | |
| 836 | 5 | |
| 924 | 4 | |
| 1289 | 5 | |
| 1313 | 4 |
| Value | Count | Frequency (%) |
| 19637 | 8 | |
| 17304 | 8 | |
| 16041 | 8 | |
| 15207 | 8 | |
| 14808 | 8 | |
| 14404 | 8 | |
| 13705 | 8 | |
| 13419 | 8 | |
| 13245 | 8 | |
| 11637 | 8 |
아파트_가격_5_억_세대_수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 65 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3890.3741 |
| Minimum | 257 |
|---|---|
| Maximum | 14990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 257 |
|---|---|
| 5-th percentile | 492 |
| Q1 | 1159 |
| median | 2136 |
| Q3 | 4498 |
| 95-th percentile | 13220 |
| Maximum | 14990 |
| Range | 14733 |
| Interquartile range (IQR) | 3339 |
Descriptive statistics
| Standard deviation | 4021.2987 |
|---|---|
| Coefficient of variation (CV) | 1.0336535 |
| Kurtosis | 1.0015319 |
| Mean | 3890.3741 |
| Median Absolute Deviation (MAD) | 1309 |
| Skewness | 1.4772923 |
| Sum | 1653409 |
| Variance | 16170843 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2285 | 9 | 2.1% |
| 257 | 9 | 2.1% |
| 2090 | 9 | 2.1% |
| 544 | 9 | 2.1% |
| 1128 | 9 | 2.1% |
| 701 | 9 | 2.1% |
| 1813 | 9 | 2.1% |
| 2684 | 9 | 2.1% |
| 1035 | 9 | 2.1% |
| 310 | 9 | 2.1% |
| Other values (55) | 335 |
| Value | Count | Frequency (%) |
| 257 | 9 | |
| 310 | 9 | |
| 492 | 8 | |
| 543 | 8 | |
| 544 | 9 | |
| 701 | 9 | |
| 761 | 5 | |
| 763 | 4 | |
| 861 | 8 | |
| 865 | 8 |
| Value | Count | Frequency (%) |
| 14990 | 8 | |
| 14362 | 8 | |
| 13220 | 8 | |
| 12979 | 8 | |
| 12724 | 8 | |
| 11384 | 8 | |
| 9722 | 8 | |
| 8987 | 8 | |
| 7530 | 8 | |
| 7265 | 8 |
아파트_가격_6_억_이상_세대_수
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 59 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 8 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10797.604 |
| Minimum | 10 |
|---|---|
| Maximum | 97515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 1296 |
| median | 4574 |
| Q3 | 12410 |
| 95-th percentile | 68558 |
| Maximum | 97515 |
| Range | 97505 |
| Interquartile range (IQR) | 11114 |
Descriptive statistics
| Standard deviation | 18859.136 |
|---|---|
| Coefficient of variation (CV) | 1.7466037 |
| Kurtosis | 10.252892 |
| Mean | 10797.604 |
| Median Absolute Deviation (MAD) | 3736 |
| Skewness | 3.1917357 |
| Sum | 4502601 |
| Variance | 3.5566701 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7561 | 9 | 2.1% |
| 1700 | 9 | 2.1% |
| 1052 | 9 | 2.1% |
| 6163 | 9 | 2.1% |
| 5185 | 9 | 2.1% |
| 213 | 9 | 2.1% |
| 1437 | 9 | 2.1% |
| 2385 | 9 | 2.1% |
| 422 | 9 | 2.1% |
| 684 | 9 | 2.1% |
| Other values (49) | 327 |
| Value | Count | Frequency (%) |
| 10 | 8 | |
| 12 | 8 | |
| 46 | 8 | |
| 102 | 8 | |
| 213 | 9 | |
| 304 | 8 | |
| 308 | 9 | |
| 419 | 8 | |
| 422 | 9 | |
| 684 | 9 |
| Value | Count | Frequency (%) |
| 97515 | 8 | |
| 75966 | 8 | |
| 68558 | 8 | |
| 26366 | 8 | |
| 25278 | 8 | |
| 20655 | 4 | |
| 20336 | 5 | |
| 18939 | 4 | |
| 18778 | 8 | |
| 18694 | 8 |
아파트_평균_면적
Real number (ℝ)
HIGH CORRELATION
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.672941 |
| Minimum | 52 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 55 |
| median | 57 |
| Q3 | 61 |
| 95-th percentile | 73 |
| Maximum | 81 |
| Range | 29 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.9968893 |
|---|---|
| Coefficient of variation (CV) | 0.11725397 |
| Kurtosis | 1.7212121 |
| Mean | 59.672941 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.5365715 |
| Sum | 25361 |
| Variance | 48.956459 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 56 | 77 | |
| 55 | 42 | |
| 54 | 42 | |
| 60 | 40 | |
| 61 | 37 | |
| 53 | 35 | |
| 71 | 30 | 7.1% |
| 62 | 26 | 6.1% |
| 59 | 25 | 5.9% |
| 81 | 17 | 4.0% |
| Other values (5) | 54 |
| Value | Count | Frequency (%) |
| 52 | 9 | 2.1% |
| 53 | 35 | |
| 54 | 42 | |
| 55 | 42 | |
| 56 | 77 | |
| 57 | 16 | 3.8% |
| 58 | 8 | 1.9% |
| 59 | 25 | 5.9% |
| 60 | 40 | |
| 61 | 37 |
| Value | Count | Frequency (%) |
| 81 | 17 | |
| 73 | 9 | 2.1% |
| 72 | 12 | 2.8% |
| 71 | 30 | |
| 62 | 26 | |
| 61 | 37 | |
| 60 | 40 | |
| 59 | 25 | |
| 58 | 8 | 1.9% |
| 57 | 16 | 3.8% |
아파트_평균_시가
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7358393 × 108 |
| Minimum | 1.307841 × 108 |
|---|---|
| Maximum | 7.4073498 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1.307841 × 108 |
|---|---|
| 5-th percentile | 1.4989574 × 108 |
| Q1 | 1.8610077 × 108 |
| median | 2.3439929 × 108 |
| Q3 | 2.8996902 × 108 |
| 95-th percentile | 5.7840524 × 108 |
| Maximum | 7.4073498 × 108 |
| Range | 6.0995088 × 108 |
| Interquartile range (IQR) | 1.0386826 × 108 |
Descriptive statistics
| Standard deviation | 1.4025263 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.51264938 |
| Kurtosis | 2.7934605 |
| Mean | 2.7358393 × 108 |
| Median Absolute Deviation (MAD) | 54830616 |
| Skewness | 1.8261186 |
| Sum | 1.1627317 × 1011 |
| Variance | 1.9670801 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 234399288 | 8 | 1.9% |
| 183347922 | 8 | 1.9% |
| 302518487 | 8 | 1.9% |
| 130784103 | 8 | 1.9% |
| 289969021 | 8 | 1.9% |
| 542748152 | 8 | 1.9% |
| 457642448 | 8 | 1.9% |
| 205010694 | 8 | 1.9% |
| 201858093 | 8 | 1.9% |
| 162549763 | 8 | 1.9% |
| Other values (65) | 345 |
| Value | Count | Frequency (%) |
| 130784103 | 8 | |
| 139271590 | 8 | |
| 149895742 | 8 | |
| 151355915 | 5 | |
| 151372000 | 4 | |
| 158713151 | 8 | |
| 160234494 | 8 | |
| 161726614 | 8 | |
| 162549763 | 8 | |
| 167945971 | 5 |
| Value | Count | Frequency (%) |
| 740734978 | 5 | |
| 737092638 | 4 | |
| 705455212 | 4 | |
| 699516368 | 5 | |
| 578405236 | 5 | |
| 578338340 | 4 | |
| 557171127 | 8 | |
| 542748152 | 8 | |
| 459388770 | 5 | |
| 457642448 | 8 |
| 기준_년분기_코드 | 자치구_코드 | 자치구_코드_명 | 아파트_단지_수 | 아파트_면적_66_제곱미터_미만_세대_수 | 아파트_면적_66_제곱미터_세대_수 | 아파트_면적_99_제곱미터_세대_수 | 아파트_면적_132_제곱미터_세대_수 | 아파트_면적_165_제곱미터_세대_수 | 아파트_가격_1_억_미만_세대_수 | 아파트_가격_1_억_세대_수 | 아파트_가격_2_억_세대_수 | 아파트_가격_3_억_세대_수 | 아파트_가격_4_억_세대_수 | 아파트_가격_5_억_세대_수 | 아파트_가격_6_억_이상_세대_수 | 아파트_평균_면적 | 아파트_평균_시가 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준_년분기_코드 | 1.000 | 0.000 | 0.000 | 0.000 | 0.350 | 0.555 | 0.543 | 0.600 | 0.210 | 0.346 | 0.295 | 0.544 | 0.533 | 0.526 | 0.445 | 0.210 | 0.000 | 0.231 |
| 자치구_코드 | 0.000 | 1.000 | 1.000 | 0.840 | 0.697 | 0.635 | 0.617 | 0.581 | 0.629 | 0.821 | 0.846 | 0.620 | 0.663 | 0.874 | 0.848 | 0.731 | 0.781 | 0.720 |
| 자치구_코드_명 | 0.000 | 1.000 | 1.000 | 0.993 | 0.909 | 0.895 | 0.886 | 0.873 | 0.896 | 0.923 | 0.933 | 0.890 | 0.895 | 0.920 | 0.934 | 0.910 | 0.984 | 0.918 |
| 아파트_단지_수 | 0.000 | 0.840 | 0.993 | 1.000 | 0.764 | 0.712 | 0.724 | 0.563 | 0.501 | 0.684 | 0.801 | 0.685 | 0.686 | 0.712 | 0.642 | 0.500 | 0.677 | 0.766 |
| 아파트_면적_66_제곱미터_미만_세대_수 | 0.350 | 0.697 | 0.909 | 0.764 | 1.000 | 0.948 | 0.780 | 0.842 | 0.810 | 0.768 | 0.894 | 0.859 | 0.905 | 0.797 | 0.762 | 0.747 | 0.629 | 0.638 |
| 아파트_면적_66_제곱미터_세대_수 | 0.555 | 0.635 | 0.895 | 0.712 | 0.948 | 1.000 | 0.845 | 0.853 | 0.786 | 0.717 | 0.800 | 0.796 | 0.915 | 0.856 | 0.822 | 0.751 | 0.517 | 0.626 |
| 아파트_면적_99_제곱미터_세대_수 | 0.543 | 0.617 | 0.886 | 0.724 | 0.780 | 0.845 | 1.000 | 0.862 | 0.773 | 0.687 | 0.679 | 0.681 | 0.760 | 0.829 | 0.839 | 0.901 | 0.604 | 0.862 |
| 아파트_면적_132_제곱미터_세대_수 | 0.600 | 0.581 | 0.873 | 0.563 | 0.842 | 0.853 | 0.862 | 1.000 | 0.970 | 0.669 | 0.710 | 0.771 | 0.768 | 0.834 | 0.820 | 0.838 | 0.630 | 0.809 |
| 아파트_면적_165_제곱미터_세대_수 | 0.210 | 0.629 | 0.896 | 0.501 | 0.810 | 0.786 | 0.773 | 0.970 | 1.000 | 0.544 | 0.629 | 0.667 | 0.686 | 0.728 | 0.744 | 0.784 | 0.785 | 0.844 |
| 아파트_가격_1_억_미만_세대_수 | 0.346 | 0.821 | 0.923 | 0.684 | 0.768 | 0.717 | 0.687 | 0.669 | 0.544 | 1.000 | 0.930 | 0.698 | 0.785 | 0.934 | 0.868 | 0.663 | 0.616 | 0.663 |
| 아파트_가격_1_억_세대_수 | 0.295 | 0.846 | 0.933 | 0.801 | 0.894 | 0.800 | 0.679 | 0.710 | 0.629 | 0.930 | 1.000 | 0.805 | 0.774 | 0.903 | 0.853 | 0.720 | 0.667 | 0.628 |
| 아파트_가격_2_억_세대_수 | 0.544 | 0.620 | 0.890 | 0.685 | 0.859 | 0.796 | 0.681 | 0.771 | 0.667 | 0.698 | 0.805 | 1.000 | 0.869 | 0.738 | 0.637 | 0.444 | 0.518 | 0.471 |
| 아파트_가격_3_억_세대_수 | 0.533 | 0.663 | 0.895 | 0.686 | 0.905 | 0.915 | 0.760 | 0.768 | 0.686 | 0.785 | 0.774 | 0.869 | 1.000 | 0.846 | 0.780 | 0.669 | 0.534 | 0.632 |
| 아파트_가격_4_억_세대_수 | 0.526 | 0.874 | 0.920 | 0.712 | 0.797 | 0.856 | 0.829 | 0.834 | 0.728 | 0.934 | 0.903 | 0.738 | 0.846 | 1.000 | 0.951 | 0.874 | 0.563 | 0.711 |
| 아파트_가격_5_억_세대_수 | 0.445 | 0.848 | 0.934 | 0.642 | 0.762 | 0.822 | 0.839 | 0.820 | 0.744 | 0.868 | 0.853 | 0.637 | 0.780 | 0.951 | 1.000 | 0.910 | 0.628 | 0.665 |
| 아파트_가격_6_억_이상_세대_수 | 0.210 | 0.731 | 0.910 | 0.500 | 0.747 | 0.751 | 0.901 | 0.838 | 0.784 | 0.663 | 0.720 | 0.444 | 0.669 | 0.874 | 0.910 | 1.000 | 0.623 | 0.711 |
| 아파트_평균_면적 | 0.000 | 0.781 | 0.984 | 0.677 | 0.629 | 0.517 | 0.604 | 0.630 | 0.785 | 0.616 | 0.667 | 0.518 | 0.534 | 0.563 | 0.628 | 0.623 | 1.000 | 0.726 |
| 아파트_평균_시가 | 0.231 | 0.720 | 0.918 | 0.766 | 0.638 | 0.626 | 0.862 | 0.809 | 0.844 | 0.663 | 0.628 | 0.471 | 0.632 | 0.711 | 0.665 | 0.711 | 0.726 | 1.000 |
| 기준_년분기_코드 | 자치구_코드 | 아파트_단지_수 | 아파트_면적_66_제곱미터_미만_세대_수 | 아파트_면적_66_제곱미터_세대_수 | 아파트_면적_99_제곱미터_세대_수 | 아파트_면적_132_제곱미터_세대_수 | 아파트_면적_165_제곱미터_세대_수 | 아파트_가격_1_억_미만_세대_수 | 아파트_가격_1_억_세대_수 | 아파트_가격_2_억_세대_수 | 아파트_가격_3_억_세대_수 | 아파트_가격_4_억_세대_수 | 아파트_가격_5_억_세대_수 | 아파트_가격_6_억_이상_세대_수 | 아파트_평균_면적 | 아파트_평균_시가 | 자치구_코드_명 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준_년분기_코드 | 1.000 | 0.000 | -0.037 | -0.452 | -0.672 | -0.710 | -0.519 | -0.286 | -0.327 | -0.276 | -0.477 | -0.669 | -0.690 | -0.477 | -0.117 | -0.040 | 0.274 | 0.000 |
| 자치구_코드 | 0.000 | 1.000 | 0.588 | 0.463 | 0.424 | 0.322 | 0.273 | 0.107 | 0.027 | 0.343 | 0.430 | 0.310 | 0.254 | 0.217 | 0.305 | -0.118 | 0.117 | 0.982 |
| 아파트_단지_수 | -0.037 | 0.588 | 1.000 | 0.751 | 0.503 | 0.342 | 0.299 | 0.187 | 0.407 | 0.698 | 0.562 | 0.339 | 0.276 | 0.202 | 0.201 | -0.404 | -0.147 | 0.941 |
| 아파트_면적_66_제곱미터_미만_세대_수 | -0.452 | 0.463 | 0.751 | 1.000 | 0.857 | 0.650 | 0.474 | 0.129 | 0.693 | 0.888 | 0.810 | 0.709 | 0.641 | 0.399 | 0.078 | -0.424 | -0.424 | 0.642 |
| 아파트_면적_66_제곱미터_세대_수 | -0.672 | 0.424 | 0.503 | 0.857 | 1.000 | 0.904 | 0.714 | 0.347 | 0.491 | 0.615 | 0.822 | 0.871 | 0.859 | 0.660 | 0.306 | -0.069 | -0.211 | 0.611 |
| 아파트_면적_99_제곱미터_세대_수 | -0.710 | 0.322 | 0.342 | 0.650 | 0.904 | 1.000 | 0.818 | 0.497 | 0.234 | 0.331 | 0.687 | 0.856 | 0.887 | 0.732 | 0.459 | 0.206 | 0.026 | 0.597 |
| 아파트_면적_132_제곱미터_세대_수 | -0.519 | 0.273 | 0.299 | 0.474 | 0.714 | 0.818 | 1.000 | 0.801 | 0.009 | 0.141 | 0.517 | 0.677 | 0.728 | 0.713 | 0.676 | 0.414 | 0.283 | 0.615 |
| 아파트_면적_165_제곱미터_세대_수 | -0.286 | 0.107 | 0.187 | 0.129 | 0.347 | 0.497 | 0.801 | 1.000 | -0.282 | -0.154 | 0.239 | 0.326 | 0.389 | 0.524 | 0.701 | 0.545 | 0.444 | 0.656 |
| 아파트_가격_1_억_미만_세대_수 | -0.327 | 0.027 | 0.407 | 0.693 | 0.491 | 0.234 | 0.009 | -0.282 | 1.000 | 0.837 | 0.426 | 0.446 | 0.384 | 0.084 | -0.437 | -0.579 | -0.835 | 0.640 |
| 아파트_가격_1_억_세대_수 | -0.276 | 0.343 | 0.698 | 0.888 | 0.615 | 0.331 | 0.141 | -0.154 | 0.837 | 1.000 | 0.668 | 0.471 | 0.395 | 0.115 | -0.257 | -0.648 | -0.683 | 0.665 |
| 아파트_가격_2_억_세대_수 | -0.477 | 0.430 | 0.562 | 0.810 | 0.822 | 0.687 | 0.517 | 0.239 | 0.426 | 0.668 | 1.000 | 0.761 | 0.598 | 0.328 | 0.131 | -0.262 | -0.233 | 0.646 |
| 아파트_가격_3_억_세대_수 | -0.669 | 0.310 | 0.339 | 0.709 | 0.871 | 0.856 | 0.677 | 0.326 | 0.446 | 0.471 | 0.761 | 1.000 | 0.877 | 0.526 | 0.172 | -0.017 | -0.225 | 0.611 |
| 아파트_가격_4_억_세대_수 | -0.690 | 0.254 | 0.276 | 0.641 | 0.859 | 0.887 | 0.728 | 0.389 | 0.384 | 0.395 | 0.598 | 0.877 | 1.000 | 0.790 | 0.293 | 0.089 | -0.170 | 0.618 |
| 아파트_가격_5_억_세대_수 | -0.477 | 0.217 | 0.202 | 0.399 | 0.660 | 0.732 | 0.713 | 0.524 | 0.084 | 0.115 | 0.328 | 0.526 | 0.790 | 1.000 | 0.592 | 0.293 | 0.183 | 0.658 |
| 아파트_가격_6_억_이상_세대_수 | -0.117 | 0.305 | 0.201 | 0.078 | 0.306 | 0.459 | 0.676 | 0.701 | -0.437 | -0.257 | 0.131 | 0.172 | 0.293 | 0.592 | 1.000 | 0.432 | 0.735 | 0.631 |
| 아파트_평균_면적 | -0.040 | -0.118 | -0.404 | -0.424 | -0.069 | 0.206 | 0.414 | 0.545 | -0.579 | -0.648 | -0.262 | -0.017 | 0.089 | 0.293 | 0.432 | 1.000 | 0.651 | 0.903 |
| 아파트_평균_시가 | 0.274 | 0.117 | -0.147 | -0.424 | -0.211 | 0.026 | 0.283 | 0.444 | -0.835 | -0.683 | -0.233 | -0.225 | -0.170 | 0.183 | 0.735 | 0.651 | 1.000 | 0.671 |
| 자치구_코드_명 | 0.000 | 0.982 | 0.941 | 0.642 | 0.611 | 0.597 | 0.615 | 0.656 | 0.640 | 0.665 | 0.646 | 0.611 | 0.618 | 0.658 | 0.631 | 0.903 | 0.671 | 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.
| 기준_년분기_코드 | 자치구_코드 | 자치구_코드_명 | 아파트_단지_수 | 아파트_면적_66_제곱미터_미만_세대_수 | 아파트_면적_66_제곱미터_세대_수 | 아파트_면적_99_제곱미터_세대_수 | 아파트_면적_132_제곱미터_세대_수 | 아파트_면적_165_제곱미터_세대_수 | 아파트_가격_1_억_미만_세대_수 | 아파트_가격_1_억_세대_수 | 아파트_가격_2_억_세대_수 | 아파트_가격_3_억_세대_수 | 아파트_가격_4_억_세대_수 | 아파트_가격_5_억_세대_수 | 아파트_가격_6_억_이상_세대_수 | 아파트_평균_면적 | 아파트_평균_시가 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20231 | 11110 | 종로구 | 2336 | 10999 | 4185 | 985 | 775 | 880 | 2886 | 6242 | 3815 | 1516 | 722 | 761 | 1882 | 71 | 271719514 |
| 1 | 20231 | 11140 | 중구 | 1081 | 6261 | 2179 | 740 | 157 | 160 | 1143 | 3552 | 1975 | 710 | 226 | 257 | 1634 | 62 | 292261797 |
| 2 | 20231 | 11170 | 용산구 | 3042 | 13605 | 5508 | 1864 | 1210 | 1762 | 314 | 3826 | 5790 | 3175 | 1749 | 1159 | 7936 | 71 | 578405236 |
| 3 | 20231 | 11200 | 성동구 | 1928 | 10647 | 5542 | 1652 | 274 | 90 | 1412 | 3591 | 2200 | 1309 | 836 | 1392 | 7465 | 62 | 459388770 |
| 4 | 20231 | 11215 | 광진구 | 4692 | 30479 | 9238 | 965 | 507 | 396 | 3200 | 18381 | 13217 | 2087 | 711 | 544 | 3445 | 53 | 240830723 |
| 5 | 20231 | 11230 | 동대문구 | 2408 | 16238 | 6582 | 1750 | 149 | 39 | 2317 | 7637 | 6833 | 1427 | 1657 | 2136 | 2751 | 59 | 276363203 |
| 6 | 20231 | 11260 | 중랑구 | 4059 | 31132 | 7824 | 1136 | 144 | 3 | 4381 | 23030 | 7205 | 1895 | 2292 | 1128 | 308 | 52 | 188352147 |
| 7 | 20231 | 11290 | 성북구 | 4334 | 27471 | 10785 | 2511 | 519 | 244 | 4976 | 18945 | 6380 | 1607 | 3042 | 3654 | 2926 | 61 | 240570167 |
| 8 | 20231 | 11305 | 강북구 | 5209 | 37829 | 6874 | 1084 | 148 | 31 | 12272 | 26441 | 3459 | 1068 | 1341 | 701 | 684 | 53 | 151355915 |
| 9 | 20231 | 11320 | 도봉구 | 3520 | 27339 | 7394 | 880 | 469 | 86 | 9837 | 17399 | 2719 | 2683 | 1837 | 1271 | 422 | 56 | 169896516 |
| 기준_년분기_코드 | 자치구_코드 | 자치구_코드_명 | 아파트_단지_수 | 아파트_면적_66_제곱미터_미만_세대_수 | 아파트_면적_66_제곱미터_세대_수 | 아파트_면적_99_제곱미터_세대_수 | 아파트_면적_132_제곱미터_세대_수 | 아파트_면적_165_제곱미터_세대_수 | 아파트_가격_1_억_미만_세대_수 | 아파트_가격_1_억_세대_수 | 아파트_가격_2_억_세대_수 | 아파트_가격_3_억_세대_수 | 아파트_가격_4_억_세대_수 | 아파트_가격_5_억_세대_수 | 아파트_가격_6_억_이상_세대_수 | 아파트_평균_면적 | 아파트_평균_시가 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 415 | 20221 | 11680 | 강남구 | 5227 | 28946 | 11883 | 5157 | 3101 | 3012 | 224 | 9665 | 10486 | 5828 | 3187 | 2054 | 20655 | 73 | 737092638 |
| 416 | 20214 | 11680 | 강남구 | 5227 | 28946 | 11883 | 5157 | 3101 | 3012 | 224 | 9665 | 10486 | 5828 | 3187 | 2054 | 20655 | 73 | 737092638 |
| 417 | 20213 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 418 | 20212 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 419 | 20211 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 420 | 20204 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 421 | 20203 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 422 | 20202 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 423 | 20201 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |
| 424 | 20194 | 11680 | 강남구 | 5606 | 68953 | 45499 | 22439 | 13274 | 8509 | 815 | 19541 | 17799 | 8494 | 7245 | 7265 | 97515 | 72 | 557171127 |