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 | - 연령에 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/795 |
3만원 미만 is highly overall correlated with 3~5만원 and 3 other fields | High correlation |
3~5만원 is highly overall correlated with 3만원 미만 and 3 other fields | High correlation |
5~7만원 is highly overall correlated with 3만원 미만 and 3 other fields | High correlation |
9-15만원 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 5~7만원 and 2 other fields | High correlation |
연령별 is highly overall correlated with 표본수 | High correlation |
표본수 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-11 19:29:14.796041 |
|---|---|
| Analysis finished | 2023-12-11 19:29:20.000294 |
| Duration | 5.2 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 |
연령별
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| 15~19세 | |
|---|---|
| 20대 | |
| 30대 | |
| 40대 | |
| 50대 | |
| Other values (3) |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.5 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 15~19세 |
|---|---|
| 2nd row | 20대 |
| 3rd row | 30대 |
| 4th row | 40대 |
| 5th row | 50대 |
Common Values
| Value | Count | Frequency (%) |
| 15~19세 | 5 | |
| 20대 | 5 | |
| 30대 | 5 | |
| 40대 | 5 | |
| 50대 | 5 | |
| 60대 | 5 | |
| 70세이상 | 5 | |
| 전체 | 5 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 15~19세 | 5 | |
| 20대 | 5 | |
| 30대 | 5 | |
| 40대 | 5 | |
| 50대 | 5 | |
| 60대 | 5 | |
| 70세이상 | 5 | |
| 전체 | 5 |
3만원 미만
Real number (ℝ)
HIGH CORRELATION
| Distinct | 37 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.16 |
| Minimum | 2 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.48 |
| Q1 | 5.05 |
| median | 8.05 |
| Q3 | 14.575 |
| 95-th percentile | 28.425 |
| Maximum | 37.5 |
| Range | 35.5 |
| Interquartile range (IQR) | 9.525 |
Descriptive statistics
| Standard deviation | 8.7180567 |
|---|---|
| Coefficient of variation (CV) | 0.78118788 |
| Kurtosis | 1.1184431 |
| Mean | 11.16 |
| Median Absolute Deviation (MAD) | 3.35 |
| Skewness | 1.3471067 |
| Sum | 446.4 |
| Variance | 76.004513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 9.7 | 2 | 5.0% |
| 7.0 | 2 | 5.0% |
| 5.1 | 2 | 5.0% |
| 13.4 | 1 | 2.5% |
| 16.3 | 1 | 2.5% |
| 28.9 | 1 | 2.5% |
| 26.8 | 1 | 2.5% |
| 6.6 | 1 | 2.5% |
| 9.0 | 1 | 2.5% |
| 9.6 | 1 | 2.5% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 2.0 | 1 | |
| 2.1 | 1 | |
| 2.5 | 1 | |
| 3.1 | 1 | |
| 4.1 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.6 | 1 | |
| 4.8 | 1 | |
| 4.9 | 1 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 28.9 | 1 | |
| 28.4 | 1 | |
| 26.8 | 1 | |
| 25.2 | 1 | |
| 22.4 | 1 | |
| 20.8 | 1 | |
| 20.1 | 1 | |
| 16.5 | 1 | |
| 16.3 | 1 |
3~5만원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1525 |
| Minimum | 3.3 |
|---|---|
| Maximum | 19.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 3.695 |
| Q1 | 5.3 |
| median | 7.75 |
| Q3 | 12.15 |
| 95-th percentile | 17.585 |
| Maximum | 19.2 |
| Range | 15.9 |
| Interquartile range (IQR) | 6.85 |
Descriptive statistics
| Standard deviation | 4.8209472 |
|---|---|
| Coefficient of variation (CV) | 0.52673556 |
| Kurtosis | -0.52239712 |
| Mean | 9.1525 |
| Median Absolute Deviation (MAD) | 2.65 |
| Skewness | 0.85689353 |
| Sum | 366.1 |
| Variance | 23.241532 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 19.2 | 2 | 5.0% |
| 7.8 | 2 | 5.0% |
| 5.2 | 2 | 5.0% |
| 17.4 | 2 | 5.0% |
| 12.3 | 2 | 5.0% |
| 5.3 | 2 | 5.0% |
| 3.3 | 1 | 2.5% |
| 3.6 | 1 | 2.5% |
| 3.7 | 1 | 2.5% |
| 17.1 | 1 | 2.5% |
| Other values (24) | 24 |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 3.6 | 1 | |
| 3.7 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.6 | 1 | |
| 4.8 | 1 | |
| 5.2 | 2 | |
| 5.3 | 2 | |
| 5.6 | 1 |
| Value | Count | Frequency (%) |
| 19.2 | 2 | |
| 17.5 | 1 | |
| 17.4 | 2 | |
| 17.1 | 1 | |
| 16.7 | 1 | |
| 14.4 | 1 | |
| 12.3 | 2 | |
| 12.1 | 1 | |
| 12.0 | 1 | |
| 10.5 | 1 |
5~7만원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.7875 |
| Minimum | 7.2 |
|---|---|
| Maximum | 29.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 7.2 |
|---|---|
| 5-th percentile | 10.095 |
| Q1 | 12.975 |
| median | 15.5 |
| Q3 | 19.725 |
| 95-th percentile | 28.34 |
| Maximum | 29.7 |
| Range | 22.5 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 5.3982992 |
|---|---|
| Coefficient of variation (CV) | 0.3215666 |
| Kurtosis | 0.17520235 |
| Mean | 16.7875 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.73993037 |
| Sum | 671.5 |
| Variance | 29.141635 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 14.4 | 3 | 7.5% |
| 12.3 | 3 | 7.5% |
| 15.1 | 2 | 5.0% |
| 16.5 | 2 | 5.0% |
| 17.4 | 2 | 5.0% |
| 15.5 | 2 | 5.0% |
| 29.1 | 1 | 2.5% |
| 17.1 | 1 | 2.5% |
| 21.8 | 1 | 2.5% |
| 19.6 | 1 | 2.5% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 7.2 | 1 | 2.5% |
| 10.0 | 1 | 2.5% |
| 10.1 | 1 | 2.5% |
| 10.2 | 1 | 2.5% |
| 10.4 | 1 | 2.5% |
| 11.2 | 1 | 2.5% |
| 12.1 | 1 | 2.5% |
| 12.3 | 3 | |
| 13.2 | 1 | 2.5% |
| 14.0 | 1 | 2.5% |
| Value | Count | Frequency (%) |
| 29.7 | 1 | |
| 29.1 | 1 | |
| 28.3 | 1 | |
| 24.3 | 1 | |
| 24.0 | 1 | |
| 23.3 | 1 | |
| 21.9 | 1 | |
| 21.8 | 1 | |
| 21.2 | 1 | |
| 20.1 | 1 |
7~9만원
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.63 |
| Minimum | 1.6 |
|---|---|
| Maximum | 8.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 2.75 |
| median | 2.95 |
| Q3 | 4.05 |
| 95-th percentile | 6.825 |
| Maximum | 8.6 |
| Range | 7 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 1.6519142 |
|---|---|
| Coefficient of variation (CV) | 0.45507278 |
| Kurtosis | 1.4295576 |
| Mean | 3.63 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.4538422 |
| Sum | 145.2 |
| Variance | 2.7288205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2.9 | 7 | |
| 2.5 | 3 | 7.5% |
| 3.0 | 3 | 7.5% |
| 2.8 | 3 | 7.5% |
| 2.2 | 3 | 7.5% |
| 5.0 | 2 | 5.0% |
| 6.4 | 2 | 5.0% |
| 1.9 | 2 | 5.0% |
| 3.8 | 2 | 5.0% |
| 8.6 | 1 | 2.5% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | 2.5% |
| 1.9 | 2 | 5.0% |
| 2.2 | 3 | |
| 2.5 | 3 | |
| 2.6 | 1 | 2.5% |
| 2.8 | 3 | |
| 2.9 | 7 | |
| 3.0 | 3 | |
| 3.1 | 1 | 2.5% |
| 3.2 | 1 | 2.5% |
| Value | Count | Frequency (%) |
| 8.6 | 1 | |
| 7.3 | 1 | |
| 6.8 | 1 | |
| 6.7 | 1 | |
| 6.4 | 2 | |
| 5.0 | 2 | |
| 4.3 | 1 | |
| 4.2 | 1 | |
| 4.0 | 1 | |
| 3.8 | 2 |
9-15만원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 36 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.0375 |
| Minimum | 12.3 |
|---|---|
| Maximum | 24.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 12.3 |
|---|---|
| 5-th percentile | 13.54 |
| Q1 | 18.8 |
| median | 20.35 |
| Q3 | 22.425 |
| 95-th percentile | 24.31 |
| Maximum | 24.9 |
| Range | 12.6 |
| Interquartile range (IQR) | 3.625 |
Descriptive statistics
| Standard deviation | 3.3562561 |
|---|---|
| Coefficient of variation (CV) | 0.16749875 |
| Kurtosis | -0.056982874 |
| Mean | 20.0375 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.82795143 |
| Sum | 801.5 |
| Variance | 11.264455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 20.1 | 2 | 5.0% |
| 18.9 | 2 | 5.0% |
| 20.3 | 2 | 5.0% |
| 22.0 | 2 | 5.0% |
| 16.4 | 1 | 2.5% |
| 21.9 | 1 | 2.5% |
| 14.4 | 1 | 2.5% |
| 20.9 | 1 | 2.5% |
| 13.6 | 1 | 2.5% |
| 20.4 | 1 | 2.5% |
| Other values (26) | 26 |
| Value | Count | Frequency (%) |
| 12.3 | 1 | |
| 12.4 | 1 | |
| 13.6 | 1 | |
| 14.4 | 1 | |
| 14.6 | 1 | |
| 15.3 | 1 | |
| 16.4 | 1 | |
| 16.9 | 1 | |
| 17.8 | 1 | |
| 18.5 | 1 |
| Value | Count | Frequency (%) |
| 24.9 | 1 | |
| 24.5 | 1 | |
| 24.3 | 1 | |
| 24.0 | 1 | |
| 23.5 | 1 | |
| 23.1 | 1 | |
| 23.0 | 1 | |
| 22.9 | 1 | |
| 22.7 | 1 | |
| 22.5 | 1 |
15만원이상
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.2525 |
| Minimum | 10.5 |
|---|---|
| Maximum | 63.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 10.5 |
|---|---|
| 5-th percentile | 14.915 |
| Q1 | 26.5 |
| median | 43.8 |
| Q3 | 50.025 |
| 95-th percentile | 59.625 |
| Maximum | 63.3 |
| Range | 52.8 |
| Interquartile range (IQR) | 23.525 |
Descriptive statistics
| Standard deviation | 15.158885 |
|---|---|
| Coefficient of variation (CV) | 0.38618903 |
| Kurtosis | -0.94934466 |
| Mean | 39.2525 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | -0.55887511 |
| Sum | 1570.1 |
| Variance | 229.79179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 51.4 | 2 | 5.0% |
| 48.6 | 2 | 5.0% |
| 13.3 | 1 | 2.5% |
| 15.3 | 1 | 2.5% |
| 21.5 | 1 | 2.5% |
| 46.4 | 1 | 2.5% |
| 44.0 | 1 | 2.5% |
| 41.6 | 1 | 2.5% |
| 28.1 | 1 | 2.5% |
| 10.5 | 1 | 2.5% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 10.5 | 1 | |
| 13.3 | 1 | |
| 15.0 | 1 | |
| 15.3 | 1 | |
| 16.0 | 1 | |
| 16.6 | 1 | |
| 17.0 | 1 | |
| 17.4 | 1 | |
| 21.5 | 1 | |
| 21.7 | 1 |
| Value | Count | Frequency (%) |
| 63.3 | 1 | |
| 60.1 | 1 | |
| 59.6 | 1 | |
| 56.0 | 1 | |
| 53.6 | 1 | |
| 53.1 | 1 | |
| 51.8 | 1 | |
| 51.4 | 2 | |
| 51.3 | 1 | |
| 49.6 | 1 |
표본수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2537.05 |
| Minimum | 487 |
|---|---|
| Maximum | 10498 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 492.0 B |
Quantile statistics
| Minimum | 487 |
|---|---|
| 5-th percentile | 617.45 |
| Q1 | 1367.5 |
| median | 1524 |
| Q3 | 1879 |
| 95-th percentile | 10061.4 |
| Maximum | 10498 |
| Range | 10011 |
| Interquartile range (IQR) | 511.5 |
Descriptive statistics
| Standard deviation | 2939.4489 |
|---|---|
| Coefficient of variation (CV) | 1.158609 |
| Kurtosis | 3.5396832 |
| Mean | 2537.05 |
| Median Absolute Deviation (MAD) | 282.5 |
| Skewness | 2.2763631 |
| Sum | 101482 |
| Variance | 8640360.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 696 | 1 | 2.5% |
| 1377 | 1 | 2.5% |
| 10088 | 1 | 2.5% |
| 588 | 1 | 2.5% |
| 1512 | 1 | 2.5% |
| 1492 | 1 | 2.5% |
| 1782 | 1 | 2.5% |
| 1900 | 1 | 2.5% |
| 1477 | 1 | 2.5% |
| 1298 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 487 | 1 | |
| 588 | 1 | |
| 619 | 1 | |
| 661 | 1 | |
| 696 | 1 | |
| 1166 | 1 | |
| 1202 | 1 | |
| 1298 | 1 | |
| 1324 | 1 | |
| 1357 | 1 |
| Value | Count | Frequency (%) |
| 10498 | 1 | |
| 10088 | 1 | |
| 10060 | 1 | |
| 10049 | 1 | |
| 10046 | 1 | |
| 2007 | 1 | |
| 1998 | 1 | |
| 1900 | 1 | |
| 1888 | 1 | |
| 1885 | 1 |
| 기준일(년) | 연령별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 기준일(년) | 1.000 | 0.000 | 0.000 | 0.259 | 0.153 | 0.521 | 0.556 | 0.433 | 0.000 |
| 연령별 | 0.000 | 1.000 | 0.670 | 0.686 | 0.696 | 0.125 | 0.482 | 0.671 | 0.886 |
| 3만원 미만 | 0.000 | 0.670 | 1.000 | 0.823 | 0.748 | 0.711 | 0.743 | 0.697 | 0.693 |
| 3~5만원 | 0.259 | 0.686 | 0.823 | 1.000 | 0.847 | 0.368 | 0.748 | 0.790 | 0.834 |
| 5~7만원 | 0.153 | 0.696 | 0.748 | 0.847 | 1.000 | 0.000 | 0.566 | 0.861 | 0.837 |
| 7~9만원 | 0.521 | 0.125 | 0.711 | 0.368 | 0.000 | 1.000 | 0.371 | 0.134 | 0.000 |
| 9-15만원 | 0.556 | 0.482 | 0.743 | 0.748 | 0.566 | 0.371 | 1.000 | 0.778 | 0.628 |
| 15만원이상 | 0.433 | 0.671 | 0.697 | 0.790 | 0.861 | 0.134 | 0.778 | 1.000 | 0.745 |
| 표본수 | 0.000 | 0.886 | 0.693 | 0.834 | 0.837 | 0.000 | 0.628 | 0.745 | 1.000 |
| 연령별 | 기준일(년) | |
|---|---|---|
| 연령별 | 1.000 | 0.000 |
| 기준일(년) | 0.000 | 1.000 |
| 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | 기준일(년) | 연령별 | |
|---|---|---|---|---|---|---|---|---|---|
| 3만원 미만 | 1.000 | 0.839 | 0.789 | -0.189 | -0.690 | -0.853 | -0.477 | 0.000 | 0.396 |
| 3~5만원 | 0.839 | 1.000 | 0.889 | 0.248 | -0.539 | -0.956 | -0.480 | 0.122 | 0.412 |
| 5~7만원 | 0.789 | 0.889 | 1.000 | 0.213 | -0.498 | -0.931 | -0.514 | 0.035 | 0.422 |
| 7~9만원 | -0.189 | 0.248 | 0.213 | 1.000 | 0.167 | -0.206 | -0.135 | 0.309 | 0.160 |
| 9-15만원 | -0.690 | -0.539 | -0.498 | 0.167 | 1.000 | 0.473 | 0.571 | 0.231 | 0.233 |
| 15만원이상 | -0.853 | -0.956 | -0.931 | -0.206 | 0.473 | 1.000 | 0.486 | 0.161 | 0.380 |
| 표본수 | -0.477 | -0.480 | -0.514 | -0.135 | 0.571 | 0.486 | 1.000 | 0.000 | 0.805 |
| 기준일(년) | 0.000 | 0.122 | 0.035 | 0.309 | 0.231 | 0.161 | 0.000 | 1.000 | 0.000 |
| 연령별 | 0.396 | 0.412 | 0.422 | 0.160 | 0.233 | 0.380 | 0.805 | 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) | 연령별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018 | 15~19세 | 13.4 | 19.2 | 29.1 | 8.6 | 16.4 | 13.3 | 696 |
| 1 | 2018 | 20대 | 2.0 | 4.6 | 12.3 | 6.4 | 23.5 | 51.3 | 1458 |
| 2 | 2018 | 30대 | 2.5 | 5.9 | 10.1 | 5.0 | 22.9 | 53.6 | 1560 |
| 3 | 2018 | 40대 | 2.1 | 4.3 | 11.2 | 6.8 | 22.4 | 53.1 | 1998 |
| 4 | 2018 | 50대 | 3.1 | 6.5 | 12.3 | 6.7 | 24.9 | 46.6 | 2007 |
| 5 | 2018 | 60대 | 5.6 | 7.7 | 18.7 | 7.3 | 24.0 | 36.7 | 1422 |
| 6 | 2018 | 70세이상 | 16.5 | 16.7 | 23.3 | 5.0 | 16.9 | 21.7 | 1357 |
| 7 | 2018 | 전체 | 5.1 | 7.8 | 14.8 | 6.4 | 22.3 | 43.6 | 10498 |
| 8 | 2019 | 15~19세 | 20.8 | 19.2 | 28.3 | 4.3 | 12.3 | 15.0 | 661 |
| 9 | 2019 | 20대 | 4.6 | 4.8 | 17.4 | 3.2 | 21.3 | 48.8 | 1468 |
| 기준일(년) | 연령별 | 3만원 미만 | 3~5만원 | 5~7만원 | 7~9만원 | 9-15만원 | 15만원이상 | 표본수 | |
|---|---|---|---|---|---|---|---|---|---|
| 30 | 2021 | 70세이상 | 37.5 | 17.5 | 19.6 | 2.6 | 12.4 | 10.5 | 1298 |
| 31 | 2021 | 전체 | 14.0 | 9.5 | 16.5 | 2.8 | 19.9 | 37.3 | 10049 |
| 32 | 2022 | 15~19세 | 20.1 | 12.3 | 29.7 | 3.5 | 17.8 | 16.6 | 487 |
| 33 | 2022 | 20대 | 5.1 | 3.7 | 10.0 | 2.5 | 18.5 | 60.1 | 1371 |
| 34 | 2022 | 30대 | 4.3 | 3.3 | 7.2 | 2.9 | 18.9 | 63.3 | 1433 |
| 35 | 2022 | 40대 | 6.1 | 3.6 | 10.2 | 1.6 | 18.9 | 59.6 | 1717 |
| 36 | 2022 | 50대 | 7.0 | 4.5 | 10.4 | 1.9 | 20.2 | 56.0 | 1831 |
| 37 | 2022 | 60대 | 9.7 | 6.3 | 14.4 | 2.2 | 24.5 | 42.9 | 1707 |
| 38 | 2022 | 70세이상 | 22.4 | 12.3 | 24.3 | 3.8 | 20.3 | 17.0 | 1500 |
| 39 | 2022 | 전체 | 9.3 | 5.7 | 13.2 | 2.5 | 20.1 | 49.2 | 10046 |