Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 127 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.3 KiB |
| Average record size in memory | 27.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 2 |
Dataset
| Description | 하우스푸어(3개월 이상 연체된 주택담보대출)에 대한 월별 채무조정액 및 약정건수 등 정보입니다.특히 2020년 3월 2일부터 제1금융권과 "주택담보대출 연체 서민을 위한 채무조정 및 주택 매각 후 임차 거주 지원 협약"을 체결해 기존의 채무조정 지원을 강화하였습니다. |
|---|---|
| Author | 한국자산관리공사 |
| URL | https://www.data.go.kr/data/15045698/fileData.do |
약정건수 is highly overall correlated with 채무조정액(백만원) | High correlation |
채무조정액(백만원) is highly overall correlated with 약정건수 | High correlation |
구분 has unique values | Unique |
약정건수 has 11 (8.7%) zeros | Zeros |
채무조정액(백만원) has 11 (8.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-14 17:07:43.615835 |
|---|---|
| Analysis finished | 2024-03-14 17:07:45.037295 |
| Duration | 1.42 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Date
UNIQUE
| Distinct | 127 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| Minimum | 2013-06-01 00:00:00 |
|---|---|
| Maximum | 2023-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
약정건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1259843 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 11 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.8729885 |
|---|---|
| Coefficient of variation (CV) | 0.96449672 |
| Kurtosis | 10.930288 |
| Mean | 7.1259843 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.4861644 |
| Sum | 905 |
| Variance | 47.23797 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 4 | 13 | 10.2% |
| 0 | 11 | 8.7% |
| 1 | 11 | 8.7% |
| 2 | 11 | 8.7% |
| 9 | 10 | 7.9% |
| 5 | 10 | 7.9% |
| 3 | 9 | 7.1% |
| 6 | 8 | 6.3% |
| 8 | 6 | 4.7% |
| 12 | 5 | 3.9% |
| Other values (12) | 33 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 11 | |
| 2 | 11 | |
| 3 | 9 | |
| 4 | 13 | |
| 5 | 10 | |
| 6 | 8 | |
| 7 | 5 | 3.9% |
| 8 | 6 | |
| 9 | 10 |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.8% |
| 32 | 1 | 0.8% |
| 23 | 2 | 1.6% |
| 19 | 1 | 0.8% |
| 18 | 1 | 0.8% |
| 17 | 5 | |
| 16 | 3 | |
| 14 | 2 | 1.6% |
| 13 | 5 | |
| 12 | 5 |
채무조정액(백만원)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 113 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1071.4488 |
| Minimum | 0 |
|---|---|
| Maximum | 8799 |
| Zeros | 11 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 376 |
| median | 792 |
| Q3 | 1472 |
| 95-th percentile | 2835.8 |
| Maximum | 8799 |
| Range | 8799 |
| Interquartile range (IQR) | 1096 |
Descriptive statistics
| Standard deviation | 1155.1233 |
|---|---|
| Coefficient of variation (CV) | 1.0780947 |
| Kurtosis | 16.235141 |
| Mean | 1071.4488 |
| Median Absolute Deviation (MAD) | 495 |
| Skewness | 3.1473434 |
| Sum | 136074 |
| Variance | 1334309.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 11 | 8.7% |
| 757 | 3 | 2.4% |
| 856 | 2 | 1.6% |
| 598 | 2 | 1.6% |
| 1963 | 1 | 0.8% |
| 3364 | 1 | 0.8% |
| 2049 | 1 | 0.8% |
| 396 | 1 | 0.8% |
| 940 | 1 | 0.8% |
| 1943 | 1 | 0.8% |
| Other values (103) | 103 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 29 | 1 | 0.8% |
| 40 | 1 | 0.8% |
| 46 | 1 | 0.8% |
| 53 | 1 | 0.8% |
| 70 | 1 | 0.8% |
| 89 | 1 | 0.8% |
| 90 | 1 | 0.8% |
| 100 | 1 | 0.8% |
| 115 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 8799 | 1 | |
| 5218 | 1 | |
| 4276 | 1 | |
| 3602 | 1 | |
| 3364 | 1 | |
| 3110 | 1 | |
| 2858 | 1 | |
| 2784 | 1 | |
| 2745 | 1 | |
| 2516 | 1 |
| 약정건수 | 채무조정액(백만원) | |
|---|---|---|
| 약정건수 | 1.000 | 0.972 |
| 채무조정액(백만원) | 0.972 | 1.000 |
| 약정건수 | 채무조정액(백만원) | |
|---|---|---|
| 약정건수 | 1.000 | 0.972 |
| 채무조정액(백만원) | 0.972 | 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.
| 구분 | 약정건수 | 채무조정액(백만원) | |
|---|---|---|---|
| 0 | 2013-06-01 | 13 | 1963 |
| 1 | 2013-07-01 | 9 | 1150 |
| 2 | 2013-08-01 | 10 | 1641 |
| 3 | 2013-09-01 | 14 | 2745 |
| 4 | 2013-10-01 | 23 | 4276 |
| 5 | 2013-11-01 | 49 | 8799 |
| 6 | 2013-12-01 | 32 | 5218 |
| 7 | 2014-01-01 | 17 | 3110 |
| 8 | 2014-02-01 | 18 | 3602 |
| 9 | 2014-03-01 | 9 | 1862 |
| 구분 | 약정건수 | 채무조정액(백만원) | |
|---|---|---|---|
| 117 | 2023-03-01 | 2 | 272 |
| 118 | 2023-04-01 | 5 | 822 |
| 119 | 2023-05-01 | 4 | 408 |
| 120 | 2023-06-01 | 4 | 581 |
| 121 | 2023-07-01 | 3 | 401 |
| 122 | 2023-08-01 | 5 | 1148 |
| 123 | 2023-09-01 | 3 | 297 |
| 124 | 2023-10-01 | 7 | 1070 |
| 125 | 2023-11-01 | 9 | 1113 |
| 126 | 2023-12-01 | 12 | 1809 |