Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 40 |
| 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 | 83.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 7 |
Dataset
| Description | - 가구 소득에 따른 1년 동안 여가 생활을 위한 한 달 평균 지출 금액 통계를 제공합니다. - 표본수(명)를 제외한 금액대별 값들은 표본수에서 차지하는 비율(%)을 의미합니다. - 데이터 제공처: KOSIS 국가통계포털 |
|---|---|
| Author | 제주데이터허브 |
| URL | https://www.jejudatahub.net/data/view/data/797 |
3만원 미만 is highly overall correlated with 3~5만원 and 2 other fields | High correlation |
3~5만원 is highly overall correlated with 3만원 미만 and 2 other fields | High correlation |
5~7만원 is highly overall correlated with 3만원 미만 and 2 other fields | High correlation |
15만원이상 is highly overall correlated with 3만원 미만 and 2 other fields | High correlation |
표본수 is highly overall correlated with 가구소득별 | High correlation |
가구소득별 is highly overall correlated with 표본수 | High correlation |
Reproduction
| Analysis started | 2023-12-11 20:06:39.328499 |
|---|---|
| Analysis finished | 2023-12-11 20:06:45.765030 |
| Duration | 6.44 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준일(년)
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| 2018 | |
|---|---|
| 2019 | |
| 2020 | |
| 2021 | |
| 2022 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 8 | |
| 2019 | 8 | |
| 2020 | 8 | |
| 2021 | 8 | |
| 2022 | 8 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 8 | |
| 2019 | 8 | |
| 2020 | 8 | |
| 2021 | 8 | |
| 2022 | 8 |
가구소득별
Categorical
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| 100만원 미만 | |
|---|---|
| 200~300만원 | |
| 300~400만원 | |
| 400~500만원 | |
| 500~600만원 | |
| Other values (4) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 8.025 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100만원 미만 |
|---|---|
| 2nd row | 100만원~200만원 |
| 3rd row | 200~300만원 |
| 4th row | 300~400만원 |
| 5th row | 400~500만원 |
Common Values
| Value | Count | Frequency (%) |
| 100만원 미만 | 5 | |
| 200~300만원 | 5 | |
| 300~400만원 | 5 | |
| 400~500만원 | 5 | |
| 500~600만원 | 5 | |
| 600만원 이상 | 5 | |
| 전체 | 5 | |
| 100만원~200만원 | 3 | |
| 100~200만원 | 2 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100만원 | 5 | |
| 미만 | 5 | |
| 200~300만원 | 5 | |
| 300~400만원 | 5 | |
| 400~500만원 | 5 | |
| 500~600만원 | 5 | |
| 600만원 | 5 | |
| 이상 | 5 | |
| 전체 | 5 | |
| 100만원~200만원 | 3 |
3만원 미만
Real number (ℝ)
HIGH CORRELATION
| Distinct | 35 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.88 |
| Minimum | 2.8 |
|---|---|
| Maximum | 39.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 2.8 |
|---|---|
| 5-th percentile | 3.185 |
| Q1 | 6.175 |
| median | 9.3 |
| Q3 | 14 |
| 95-th percentile | 29.79 |
| Maximum | 39.1 |
| Range | 36.3 |
| Interquartile range (IQR) | 7.825 |
Descriptive statistics
| Standard deviation | 8.889556 |
|---|---|
| Coefficient of variation (CV) | 0.74827912 |
| Kurtosis | 2.0950393 |
| Mean | 11.88 |
| Median Absolute Deviation (MAD) | 3.85 |
| Skewness | 1.5878279 |
| Sum | 475.2 |
| Variance | 79.024205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 7.5 | 2 | 5.0% |
| 9.3 | 2 | 5.0% |
| 9.8 | 2 | 5.0% |
| 14.0 | 2 | 5.0% |
| 6.6 | 2 | 5.0% |
| 21.5 | 1 | 2.5% |
| 9.7 | 1 | 2.5% |
| 39.1 | 1 | 2.5% |
| 23.3 | 1 | 2.5% |
| 15.9 | 1 | 2.5% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 2.8 | 1 | |
| 2.9 | 1 | |
| 3.2 | 1 | |
| 3.3 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.7 | 1 | |
| 5.1 | 1 | |
| 5.3 | 1 | |
| 5.8 | 1 |
| Value | Count | Frequency (%) |
| 39.1 | 1 | |
| 35.3 | 1 | |
| 29.5 | 1 | |
| 29.4 | 1 | |
| 23.3 | 1 | |
| 21.5 | 1 | |
| 19.5 | 1 | |
| 18.7 | 1 | |
| 15.9 | 1 | |
| 14.0 | 2 |
3~5만원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 37 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.21 |
| Minimum | 3.3 |
|---|---|
| Maximum | 18.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 4.09 |
| Q1 | 6.525 |
| median | 8.4 |
| Q3 | 10.075 |
| 95-th percentile | 17.51 |
| Maximum | 18.3 |
| Range | 15 |
| Interquartile range (IQR) | 3.55 |
Descriptive statistics
| Standard deviation | 4.2071246 |
|---|---|
| Coefficient of variation (CV) | 0.45679963 |
| Kurtosis | -0.07180127 |
| Mean | 9.21 |
| Median Absolute Deviation (MAD) | 1.75 |
| Skewness | 0.93751683 |
| Sum | 368.4 |
| Variance | 17.699897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 5.7 | 2 | 5.0% |
| 6.9 | 2 | 5.0% |
| 5.3 | 2 | 5.0% |
| 7.0 | 1 | 2.5% |
| 9.4 | 1 | 2.5% |
| 17.0 | 1 | 2.5% |
| 15.7 | 1 | 2.5% |
| 10.3 | 1 | 2.5% |
| 8.6 | 1 | 2.5% |
| 10.0 | 1 | 2.5% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 3.9 | 1 | |
| 4.1 | 1 | |
| 4.5 | 1 | |
| 5.1 | 1 | |
| 5.3 | 2 | |
| 5.6 | 1 | |
| 5.7 | 2 | |
| 6.8 | 1 | |
| 6.9 | 2 |
| Value | Count | Frequency (%) |
| 18.3 | 1 | |
| 17.7 | 1 | |
| 17.5 | 1 | |
| 17.1 | 1 | |
| 17.0 | 1 | |
| 16.2 | 1 | |
| 15.7 | 1 | |
| 12.9 | 1 | |
| 11.4 | 1 | |
| 10.3 | 1 |
5~7만원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 37 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.8175 |
| Minimum | 9.1 |
|---|---|
| Maximum | 27.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 9.1 |
|---|---|
| 5-th percentile | 10.87 |
| Q1 | 13.175 |
| median | 17.15 |
| Q3 | 18.925 |
| 95-th percentile | 24.195 |
| Maximum | 27.7 |
| Range | 18.6 |
| Interquartile range (IQR) | 5.75 |
Descriptive statistics
| Standard deviation | 4.456392 |
|---|---|
| Coefficient of variation (CV) | 0.2649854 |
| Kurtosis | -0.2734805 |
| Mean | 16.8175 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.43588614 |
| Sum | 672.7 |
| Variance | 19.859429 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 17.4 | 3 | 7.5% |
| 21.4 | 2 | 5.0% |
| 16.5 | 1 | 2.5% |
| 18.0 | 1 | 2.5% |
| 22.8 | 1 | 2.5% |
| 19.0 | 1 | 2.5% |
| 18.7 | 1 | 2.5% |
| 17.3 | 1 | 2.5% |
| 12.5 | 1 | 2.5% |
| 11.5 | 1 | 2.5% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 9.1 | 1 | |
| 10.3 | 1 | |
| 10.9 | 1 | |
| 11.0 | 1 | |
| 11.5 | 1 | |
| 11.9 | 1 | |
| 12.0 | 1 | |
| 12.3 | 1 | |
| 12.5 | 1 | |
| 13.1 | 1 |
| Value | Count | Frequency (%) |
| 27.7 | 1 | |
| 26.0 | 1 | |
| 24.1 | 1 | |
| 22.8 | 1 | |
| 22.1 | 1 | |
| 22.0 | 1 | |
| 21.7 | 1 | |
| 21.4 | 2 | |
| 19.0 | 1 | |
| 18.9 | 1 |
7~9만원
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.495 |
| Minimum | 1.2 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.895 |
| Q1 | 2.4 |
| median | 3.05 |
| Q3 | 3.5 |
| 95-th percentile | 6.82 |
| Maximum | 8.4 |
| Range | 7.2 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 1.6361227 |
|---|---|
| Coefficient of variation (CV) | 0.46813238 |
| Kurtosis | 1.5528812 |
| Mean | 3.495 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.4702121 |
| Sum | 139.8 |
| Variance | 2.6768974 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 3.5 | 4 | 10.0% |
| 2.3 | 3 | 7.5% |
| 2.4 | 3 | 7.5% |
| 3.3 | 3 | 7.5% |
| 3.0 | 2 | 5.0% |
| 3.1 | 2 | 5.0% |
| 2.9 | 2 | 5.0% |
| 2.5 | 2 | 5.0% |
| 1.8 | 1 | 2.5% |
| 2.1 | 1 | 2.5% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 1.2 | 1 | 2.5% |
| 1.8 | 1 | 2.5% |
| 1.9 | 1 | 2.5% |
| 2.1 | 1 | 2.5% |
| 2.2 | 1 | 2.5% |
| 2.3 | 3 | |
| 2.4 | 3 | |
| 2.5 | 2 | |
| 2.6 | 1 | 2.5% |
| 2.7 | 1 | 2.5% |
| Value | Count | Frequency (%) |
| 8.4 | 1 | 2.5% |
| 7.2 | 1 | 2.5% |
| 6.8 | 1 | 2.5% |
| 6.6 | 1 | 2.5% |
| 6.4 | 1 | 2.5% |
| 5.6 | 1 | 2.5% |
| 5.4 | 1 | 2.5% |
| 4.8 | 1 | 2.5% |
| 3.7 | 1 | 2.5% |
| 3.5 | 4 |
9-15만원
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.3275 |
| Minimum | 11.8 |
|---|---|
| Maximum | 25.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 11.8 |
|---|---|
| 5-th percentile | 14.195 |
| Q1 | 18.7 |
| median | 20.85 |
| Q3 | 22.075 |
| 95-th percentile | 24.015 |
| Maximum | 25.9 |
| Range | 14.1 |
| Interquartile range (IQR) | 3.375 |
Descriptive statistics
| Standard deviation | 3.0473181 |
|---|---|
| Coefficient of variation (CV) | 0.14991111 |
| Kurtosis | 0.7961478 |
| Mean | 20.3275 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.90500591 |
| Sum | 813.1 |
| Variance | 9.2861474 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 21.7 | 3 | 7.5% |
| 20.8 | 2 | 5.0% |
| 18.0 | 2 | 5.0% |
| 21.4 | 2 | 5.0% |
| 23.7 | 2 | 5.0% |
| 21.9 | 2 | 5.0% |
| 22.0 | 2 | 5.0% |
| 20.9 | 1 | 2.5% |
| 11.8 | 1 | 2.5% |
| 19.3 | 1 | 2.5% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 11.8 | 1 | |
| 14.1 | 1 | |
| 14.2 | 1 | |
| 14.6 | 1 | |
| 16.0 | 1 | |
| 18.0 | 2 | |
| 18.2 | 1 | |
| 18.3 | 1 | |
| 18.4 | 1 | |
| 18.8 | 1 |
| Value | Count | Frequency (%) |
| 25.9 | 1 | |
| 24.3 | 1 | |
| 24.0 | 1 | |
| 23.7 | 2 | |
| 23.5 | 1 | |
| 22.9 | 1 | |
| 22.7 | 1 | |
| 22.4 | 1 | |
| 22.3 | 1 | |
| 22.0 | 2 |
15만원이상
Real number (ℝ)
HIGH CORRELATION
| Distinct | 36 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.2725 |
| Minimum | 4.5 |
|---|---|
| Maximum | 63.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 11.955 |
| Q1 | 28.6 |
| median | 40.95 |
| Q3 | 47.1 |
| 95-th percentile | 58.965 |
| Maximum | 63.8 |
| Range | 59.3 |
| Interquartile range (IQR) | 18.5 |
Descriptive statistics
| Standard deviation | 14.693989 |
|---|---|
| Coefficient of variation (CV) | 0.38393075 |
| Kurtosis | -0.31966487 |
| Mean | 38.2725 |
| Median Absolute Deviation (MAD) | 8.3 |
| Skewness | -0.51261227 |
| Sum | 1530.9 |
| Variance | 215.91333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 25.6 | 3 | 7.5% |
| 40.3 | 2 | 5.0% |
| 46.7 | 2 | 5.0% |
| 40.4 | 1 | 2.5% |
| 16.2 | 1 | 2.5% |
| 29.6 | 1 | 2.5% |
| 35.9 | 1 | 2.5% |
| 36.6 | 1 | 2.5% |
| 47.7 | 1 | 2.5% |
| 56.5 | 1 | 2.5% |
| Other values (26) | 26 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 2.5% |
| 11.1 | 1 | 2.5% |
| 12.0 | 1 | 2.5% |
| 14.1 | 1 | 2.5% |
| 16.2 | 1 | 2.5% |
| 17.1 | 1 | 2.5% |
| 21.2 | 1 | 2.5% |
| 25.6 | 3 | |
| 29.6 | 1 | 2.5% |
| 31.9 | 1 | 2.5% |
| Value | Count | Frequency (%) |
| 63.8 | 1 | |
| 62.1 | 1 | |
| 58.8 | 1 | |
| 57.2 | 1 | |
| 56.5 | 1 | |
| 53.1 | 1 | |
| 49.8 | 1 | |
| 49.3 | 1 | |
| 49.2 | 1 | |
| 47.7 | 1 |
표본수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2537.05 |
| Minimum | 824 |
|---|---|
| Maximum | 10498 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 824 |
|---|---|
| 5-th percentile | 922.9 |
| Q1 | 1076.5 |
| median | 1571.5 |
| Q3 | 1803.75 |
| 95-th percentile | 10061.4 |
| Maximum | 10498 |
| Range | 9674 |
| Interquartile range (IQR) | 727.25 |
Descriptive statistics
| Standard deviation | 2938.5605 |
|---|---|
| Coefficient of variation (CV) | 1.1582588 |
| Kurtosis | 3.5423402 |
| Mean | 2537.05 |
| Median Absolute Deviation (MAD) | 340 |
| Skewness | 2.2818802 |
| Sum | 101482 |
| Variance | 8635137.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 1405 | 2 | 5.0% |
| 999 | 2 | 5.0% |
| 921 | 1 | 2.5% |
| 1098 | 1 | 2.5% |
| 1012 | 1 | 2.5% |
| 1421 | 1 | 2.5% |
| 1896 | 1 | 2.5% |
| 1611 | 1 | 2.5% |
| 1380 | 1 | 2.5% |
| 1730 | 1 | 2.5% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 824 | 1 | |
| 921 | 1 | |
| 923 | 1 | |
| 929 | 1 | |
| 939 | 1 | |
| 980 | 1 | |
| 999 | 2 | |
| 1007 | 1 | |
| 1012 | 1 | |
| 1098 | 1 |
| Value | Count | Frequency (%) |
| 10498 | 1 | |
| 10088 | 1 | |
| 10060 | 1 | |
| 10049 | 1 | |
| 10046 | 1 | |
| 2246 | 1 | |
| 2214 | 1 | |
| 2184 | 1 | |
| 1896 | 1 | |
| 1824 | 1 |
| 기준일(년) | 가구소득별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 기준일(년) | 1.000 | 0.000 | 0.396 | 0.315 | 0.621 | 0.368 | 0.000 | 0.000 | 0.000 |
| 가구소득별 | 0.000 | 1.000 | 0.791 | 0.864 | 0.676 | 0.350 | 0.603 | 0.754 | 0.987 |
| 3만원 미만 | 0.396 | 0.791 | 1.000 | 0.826 | 0.599 | 0.000 | 0.807 | 0.703 | 0.000 |
| 3~5만원 | 0.315 | 0.864 | 0.826 | 1.000 | 0.698 | 0.636 | 0.442 | 0.770 | 0.000 |
| 5~7만원 | 0.621 | 0.676 | 0.599 | 0.698 | 1.000 | 0.000 | 0.278 | 0.849 | 0.000 |
| 7~9만원 | 0.368 | 0.350 | 0.000 | 0.636 | 0.000 | 1.000 | 0.798 | 0.413 | 0.000 |
| 9-15만원 | 0.000 | 0.603 | 0.807 | 0.442 | 0.278 | 0.798 | 1.000 | 0.630 | 0.000 |
| 15만원이상 | 0.000 | 0.754 | 0.703 | 0.770 | 0.849 | 0.413 | 0.630 | 1.000 | 0.000 |
| 표본수 | 0.000 | 0.987 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| 가구소득별 | 기준일(년) | |
|---|---|---|
| 가구소득별 | 1.000 | 0.000 |
| 기준일(년) | 0.000 | 1.000 |
| 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | 기준일(년) | 가구소득별 | |
|---|---|---|---|---|---|---|---|---|---|
| 3만원 미만 | 1.000 | 0.800 | 0.742 | -0.198 | -0.401 | -0.841 | -0.446 | 0.216 | 0.359 |
| 3~5만원 | 0.800 | 1.000 | 0.838 | 0.113 | -0.324 | -0.924 | -0.359 | 0.221 | 0.439 |
| 5~7만원 | 0.742 | 0.838 | 1.000 | 0.183 | -0.052 | -0.935 | -0.407 | 0.272 | 0.375 |
| 7~9만원 | -0.198 | 0.113 | 0.183 | 1.000 | 0.350 | -0.159 | 0.107 | 0.211 | 0.083 |
| 9-15만원 | -0.401 | -0.324 | -0.052 | 0.350 | 1.000 | 0.174 | 0.372 | 0.000 | 0.218 |
| 15만원이상 | -0.841 | -0.924 | -0.935 | -0.159 | 0.174 | 1.000 | 0.438 | 0.000 | 0.457 |
| 표본수 | -0.446 | -0.359 | -0.407 | 0.107 | 0.372 | 0.438 | 1.000 | 0.000 | 0.791 |
| 기준일(년) | 0.216 | 0.221 | 0.272 | 0.211 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| 가구소득별 | 0.359 | 0.439 | 0.375 | 0.083 | 0.218 | 0.457 | 0.791 | 0.000 | 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.
| 기준일(년) | 가구소득별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018 | 100만원 미만 | 21.5 | 17.5 | 22.1 | 3.5 | 18.4 | 17.1 | 921 |
| 1 | 2018 | 100만원~200만원 | 11.6 | 12.9 | 21.4 | 7.2 | 21.4 | 25.6 | 1007 |
| 2 | 2018 | 200~300만원 | 3.3 | 8.5 | 17.4 | 5.6 | 25.9 | 39.3 | 1706 |
| 3 | 2018 | 300~400만원 | 5.3 | 7.2 | 13.1 | 6.8 | 22.9 | 44.7 | 2246 |
| 4 | 2018 | 400~500만원 | 3.2 | 6.9 | 13.9 | 5.4 | 23.7 | 46.9 | 2214 |
| 5 | 2018 | 500~600만원 | 2.9 | 6.9 | 14.3 | 8.4 | 21.7 | 45.7 | 1405 |
| 6 | 2018 | 600만원 이상 | 2.8 | 4.1 | 10.9 | 6.6 | 18.3 | 57.2 | 999 |
| 7 | 2018 | 전체 | 5.1 | 7.8 | 14.8 | 6.4 | 22.3 | 43.6 | 10498 |
| 8 | 2019 | 100만원 미만 | 29.5 | 18.3 | 24.1 | 2.4 | 14.6 | 11.1 | 939 |
| 9 | 2019 | 100만원~200만원 | 18.7 | 11.4 | 22.0 | 3.5 | 18.8 | 25.6 | 929 |
| 기준일(년) | 가구소득별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 30 | 2021 | 600만원 이상 | 6.3 | 5.7 | 11.5 | 1.9 | 18.0 | 56.5 | 1730 |
| 31 | 2021 | 전체 | 14.0 | 9.5 | 16.5 | 2.8 | 19.9 | 37.3 | 10049 |
| 32 | 2022 | 100만원 미만 | 29.4 | 17.1 | 27.7 | 3.3 | 18.0 | 4.5 | 1098 |
| 33 | 2022 | 100~200만원 | 14.0 | 8.8 | 26.0 | 2.1 | 23.5 | 25.6 | 824 |
| 34 | 2022 | 200~300만원 | 10.9 | 5.1 | 14.6 | 2.9 | 24.3 | 42.1 | 1357 |
| 35 | 2022 | 300~400만원 | 9.3 | 5.3 | 12.3 | 2.3 | 21.7 | 49.3 | 1764 |
| 36 | 2022 | 400~500만원 | 7.6 | 5.6 | 11.9 | 3.1 | 22.0 | 49.8 | 1797 |
| 37 | 2022 | 500~600만원 | 4.7 | 3.3 | 10.3 | 2.3 | 20.7 | 58.8 | 1532 |
| 38 | 2022 | 600만원 이상 | 6.6 | 4.5 | 9.1 | 1.8 | 14.2 | 63.8 | 1674 |
| 39 | 2022 | 전체 | 9.3 | 5.7 | 13.2 | 2.5 | 20.1 | 49.2 | 10046 |